warning: commands will be executed using /bin/sh
job 2614 at Fri Oct  3 12:47:00 2014
FileBase	/buz4/andresg/Cicero/Cicero09052014_reo/Cicero09052014_reo
ElecNo	1
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 1469894 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 734947 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 38604 members 
Mstep: Class 3 contains 38629 members 
Mstep: Class 4 contains 38493 members 
Mstep: Class 5 contains 38300 members 
Mstep: Class 6 contains 38685 members 
Mstep: Class 7 contains 38502 members 
Mstep: Class 8 contains 38848 members 
Mstep: Class 9 contains 38510 members 
Mstep: Class 10 contains 38795 members 
Mstep: Class 11 contains 38749 members 
Mstep: Class 12 contains 38342 members 
Mstep: Class 13 contains 38588 members 
Mstep: Class 14 contains 38984 members 
Mstep: Class 15 contains 38871 members 
Mstep: Class 16 contains 38752 members 
Mstep: Class 17 contains 38800 members 
Mstep: Class 18 contains 38740 members 
Mstep: Class 19 contains 38631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 730.274170 but Gain 2009.921875
Score: -75435792.000000 Penalty: 36178.632812
Iteration 0F: 19 clusters Score -7.543579e+07 nChanged 691799
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 29623 members 
Mstep: Class 3 contains 23607 members 
Mstep: Class 4 contains 20587 members 
Mstep: Class 6 contains 30684 members 
Mstep: Class 7 contains 50554 members 
Mstep: Class 8 contains 55325 members 
Mstep: Class 9 contains 32875 members 
Mstep: Class 10 contains 35471 members 
Mstep: Class 11 contains 34367 members 
Mstep: Class 12 contains 77864 members 
Mstep: Class 13 contains 28626 members 
Mstep: Class 14 contains 45880 members 
Mstep: Class 15 contains 38148 members 
Mstep: Class 16 contains 45711 members 
Mstep: Class 17 contains 83798 members 
Mstep: Class 18 contains 30157 members 
Mstep: Class 19 contains 27054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76980088.000000 Penalty: 36178.632812
Iteration 1F: 19 clusters Score -7.698009e+07 nChanged 264946
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 29330 members 
Mstep: Class 3 contains 18541 members 
Mstep: Class 4 contains 14415 members 
Mstep: Class 6 contains 31243 members 
Mstep: Class 7 contains 53090 members 
Mstep: Class 8 contains 48798 members 
Mstep: Class 9 contains 33896 members 
Mstep: Class 10 contains 38372 members 
Mstep: Class 11 contains 37120 members 
Mstep: Class 12 contains 92547 members 
Mstep: Class 13 contains 25970 members 
Mstep: Class 14 contains 63959 members 
Mstep: Class 15 contains 30549 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 99796 members 
Mstep: Class 18 contains 24205 members 
Mstep: Class 19 contains 21124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77542744.000000 Penalty: 36178.632812
Iteration 2F: 19 clusters Score -7.754274e+07 nChanged 215657
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 35273 members 
Mstep: Class 3 contains 14173 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 6 contains 31848 members 
Mstep: Class 7 contains 52313 members 
Mstep: Class 8 contains 40929 members 
Mstep: Class 9 contains 38494 members 
Mstep: Class 10 contains 36512 members 
Mstep: Class 11 contains 38907 members 
Mstep: Class 12 contains 95353 members 
Mstep: Class 13 contains 21964 members 
Mstep: Class 14 contains 85735 members 
Mstep: Class 15 contains 19832 members 
Mstep: Class 16 contains 25868 members 
Mstep: Class 17 contains 121853 members 
Mstep: Class 18 contains 22147 members 
Mstep: Class 19 contains 14566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77906520.000000 Penalty: 36178.632812
Iteration 3F: 19 clusters Score -7.790652e+07 nChanged 153058
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 42759 members 
Mstep: Class 3 contains 11446 members 
Mstep: Class 4 contains 7827 members 
Mstep: Class 6 contains 33643 members 
Mstep: Class 7 contains 49505 members 
Mstep: Class 8 contains 38339 members 
Mstep: Class 9 contains 39259 members 
Mstep: Class 10 contains 30083 members 
Mstep: Class 11 contains 41568 members 
Mstep: Class 12 contains 90662 members 
Mstep: Class 13 contains 20443 members 
Mstep: Class 14 contains 104412 members 
Mstep: Class 15 contains 11832 members 
Mstep: Class 16 contains 21184 members 
Mstep: Class 17 contains 136088 members 
Mstep: Class 18 contains 23762 members 
Mstep: Class 19 contains 10159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78085472.000000 Penalty: 36178.632812
Iteration 4F: 19 clusters Score -7.808547e+07 nChanged 101207
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 48274 members 
Mstep: Class 3 contains 10033 members 
Mstep: Class 4 contains 6777 members 
Mstep: Class 6 contains 36624 members 
Mstep: Class 7 contains 47003 members 
Mstep: Class 8 contains 37938 members 
Mstep: Class 9 contains 40186 members 
Mstep: Class 10 contains 24802 members 
Mstep: Class 11 contains 44576 members 
Mstep: Class 12 contains 86837 members 
Mstep: Class 13 contains 21885 members 
Mstep: Class 14 contains 115227 members 
Mstep: Class 15 contains 7453 members 
Mstep: Class 16 contains 18908 members 
Mstep: Class 17 contains 139300 members 
Mstep: Class 18 contains 25226 members 
Mstep: Class 19 contains 7395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78180096.000000 Penalty: 36178.632812
Iteration 5F: 19 clusters Score -7.81801e+07 nChanged 73210
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 53064 members 
Mstep: Class 3 contains 8948 members 
Mstep: Class 4 contains 6293 members 
Mstep: Class 6 contains 39833 members 
Mstep: Class 7 contains 44662 members 
Mstep: Class 8 contains 37553 members 
Mstep: Class 9 contains 42187 members 
Mstep: Class 10 contains 20927 members 
Mstep: Class 11 contains 47215 members 
Mstep: Class 12 contains 84472 members 
Mstep: Class 13 contains 24834 members 
Mstep: Class 14 contains 120508 members 
Mstep: Class 15 contains 5150 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 137062 members 
Mstep: Class 18 contains 26297 members 
Mstep: Class 19 contains 5586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78241232.000000 Penalty: 36178.632812
Iteration 6F: 19 clusters Score -7.824123e+07 nChanged 56547
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 58114 members 
Mstep: Class 3 contains 7914 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 6 contains 43352 members 
Mstep: Class 7 contains 43041 members 
Mstep: Class 8 contains 36801 members 
Mstep: Class 9 contains 44343 members 
Mstep: Class 10 contains 17181 members 
Mstep: Class 11 contains 48405 members 
Mstep: Class 12 contains 82448 members 
Mstep: Class 13 contains 28392 members 
Mstep: Class 14 contains 122868 members 
Mstep: Class 15 contains 3830 members 
Mstep: Class 16 contains 19121 members 
Mstep: Class 17 contains 132847 members 
Mstep: Class 18 contains 27131 members 
Mstep: Class 19 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78282056.000000 Penalty: 36178.632812
Iteration 7F: 19 clusters Score -7.828206e+07 nChanged 44153
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 61143 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 5638 members 
Mstep: Class 6 contains 46878 members 
Mstep: Class 7 contains 42080 members 
Mstep: Class 8 contains 35931 members 
Mstep: Class 9 contains 46366 members 
Mstep: Class 10 contains 13243 members 
Mstep: Class 11 contains 48647 members 
Mstep: Class 12 contains 80689 members 
Mstep: Class 13 contains 32412 members 
Mstep: Class 14 contains 125344 members 
Mstep: Class 15 contains 3071 members 
Mstep: Class 16 contains 20440 members 
Mstep: Class 17 contains 127991 members 
Mstep: Class 18 contains 27853 members 
Mstep: Class 19 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78309320.000000 Penalty: 36178.632812
Iteration 8F: 19 clusters Score -7.830932e+07 nChanged 35792
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 61705 members 
Mstep: Class 3 contains 5776 members 
Mstep: Class 4 contains 5372 members 
Mstep: Class 6 contains 50139 members 
Mstep: Class 7 contains 41542 members 
Mstep: Class 8 contains 34909 members 
Mstep: Class 9 contains 48182 members 
Mstep: Class 10 contains 9961 members 
Mstep: Class 11 contains 49153 members 
Mstep: Class 12 contains 79195 members 
Mstep: Class 13 contains 37139 members 
Mstep: Class 14 contains 127674 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 16 contains 21745 members 
Mstep: Class 17 contains 122776 members 
Mstep: Class 18 contains 28419 members 
Mstep: Class 19 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78330184.000000 Penalty: 36178.632812
Iteration 9Q: 19 clusters Score -7.833018e+07 nChanged 30533
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 60859 members 
Mstep: Class 3 contains 4848 members 
Mstep: Class 4 contains 5140 members 
Mstep: Class 6 contains 52593 members 
Mstep: Class 7 contains 41240 members 
Mstep: Class 8 contains 33970 members 
Mstep: Class 9 contains 49651 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 50278 members 
Mstep: Class 12 contains 77891 members 
Mstep: Class 13 contains 42593 members 
Mstep: Class 14 contains 129310 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 22929 members 
Mstep: Class 17 contains 117447 members 
Mstep: Class 18 contains 28774 members 
Mstep: Class 19 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78347448.000000 Penalty: 36178.632812
Iteration 10Q: 19 clusters Score -7.834745e+07 nChanged 27489
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 59286 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 6 contains 54145 members 
Mstep: Class 7 contains 41039 members 
Mstep: Class 8 contains 33023 members 
Mstep: Class 9 contains 50734 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 51972 members 
Mstep: Class 12 contains 76741 members 
Mstep: Class 13 contains 48612 members 
Mstep: Class 14 contains 130407 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 23866 members 
Mstep: Class 17 contains 112472 members 
Mstep: Class 18 contains 28955 members 
Mstep: Class 19 contains 3187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78364312.000000 Penalty: 36178.632812
Iteration 11Q: 19 clusters Score -7.836431e+07 nChanged 25170
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 57387 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 6 contains 54825 members 
Mstep: Class 7 contains 40931 members 
Mstep: Class 8 contains 32320 members 
Mstep: Class 9 contains 51472 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 54208 members 
Mstep: Class 12 contains 75544 members 
Mstep: Class 13 contains 54811 members 
Mstep: Class 14 contains 131076 members 
Mstep: Class 15 contains 1836 members 
Mstep: Class 16 contains 24381 members 
Mstep: Class 17 contains 108067 members 
Mstep: Class 18 contains 28851 members 
Mstep: Class 19 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78379496.000000 Penalty: 36178.632812
Iteration 12Q: 19 clusters Score -7.83795e+07 nChanged 23037
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 56012 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 6 contains 54914 members 
Mstep: Class 7 contains 40869 members 
Mstep: Class 8 contains 31818 members 
Mstep: Class 9 contains 52023 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 56361 members 
Mstep: Class 12 contains 74177 members 
Mstep: Class 13 contains 60558 members 
Mstep: Class 14 contains 131499 members 
Mstep: Class 15 contains 1683 members 
Mstep: Class 16 contains 24393 members 
Mstep: Class 17 contains 104629 members 
Mstep: Class 18 contains 28409 members 
Mstep: Class 19 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78393192.000000 Penalty: 36178.632812
Iteration 13Q: 19 clusters Score -7.839319e+07 nChanged 20262
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 55794 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 4 contains 4640 members 
Mstep: Class 6 contains 54759 members 
Mstep: Class 7 contains 40815 members 
Mstep: Class 8 contains 31444 members 
Mstep: Class 9 contains 52619 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 57973 members 
Mstep: Class 12 contains 72540 members 
Mstep: Class 13 contains 65332 members 
Mstep: Class 14 contains 131719 members 
Mstep: Class 15 contains 1583 members 
Mstep: Class 16 contains 23947 members 
Mstep: Class 17 contains 102029 members 
Mstep: Class 18 contains 27740 members 
Mstep: Class 19 contains 3542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78403864.000000 Penalty: 36178.632812
Iteration 14Q: 19 clusters Score -7.840386e+07 nChanged 17624
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 56224 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 6 contains 54544 members 
Mstep: Class 7 contains 40769 members 
Mstep: Class 8 contains 31224 members 
Mstep: Class 9 contains 53511 members 
Mstep: Class 10 contains 1867 members 
Mstep: Class 11 contains 59056 members 
Mstep: Class 12 contains 70532 members 
Mstep: Class 13 contains 69276 members 
Mstep: Class 14 contains 131866 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 23285 members 
Mstep: Class 17 contains 99748 members 
Mstep: Class 18 contains 26851 members 
Mstep: Class 19 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78412760.000000 Penalty: 36178.632812
Iteration 15Q: 19 clusters Score -7.841276e+07 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 56819 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 4591 members 
Mstep: Class 6 contains 54599 members 
Mstep: Class 7 contains 40735 members 
Mstep: Class 8 contains 31103 members 
Mstep: Class 9 contains 54683 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 59804 members 
Mstep: Class 12 contains 68221 members 
Mstep: Class 13 contains 72377 members 
Mstep: Class 14 contains 131937 members 
Mstep: Class 15 contains 1493 members 
Mstep: Class 16 contains 22527 members 
Mstep: Class 17 contains 97534 members 
Mstep: Class 18 contains 25816 members 
Mstep: Class 19 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78420984.000000 Penalty: 36178.632812
Iteration 16Q: 19 clusters Score -7.842098e+07 nChanged 14622
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 57422 members 
Mstep: Class 3 contains 1949 members 
Mstep: Class 4 contains 4558 members 
Mstep: Class 6 contains 55075 members 
Mstep: Class 7 contains 40692 members 
Mstep: Class 8 contains 31148 members 
Mstep: Class 9 contains 56042 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 60390 members 
Mstep: Class 12 contains 65773 members 
Mstep: Class 13 contains 74686 members 
Mstep: Class 14 contains 131976 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 21737 members 
Mstep: Class 17 contains 95165 members 
Mstep: Class 18 contains 24732 members 
Mstep: Class 19 contains 3947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78428176.000000 Penalty: 36178.632812
Iteration 17Q: 19 clusters Score -7.842818e+07 nChanged 13766
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 57975 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 4540 members 
Mstep: Class 6 contains 55725 members 
Mstep: Class 7 contains 40635 members 
Mstep: Class 8 contains 31176 members 
Mstep: Class 9 contains 57506 members 
Mstep: Class 10 contains 1362 members 
Mstep: Class 11 contains 60937 members 
Mstep: Class 12 contains 63319 members 
Mstep: Class 13 contains 76534 members 
Mstep: Class 14 contains 131945 members 
Mstep: Class 15 contains 1460 members 
Mstep: Class 16 contains 20949 members 
Mstep: Class 17 contains 92683 members 
Mstep: Class 18 contains 23767 members 
Mstep: Class 19 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78434240.000000 Penalty: 36178.632812
Iteration 18Q: 19 clusters Score -7.843424e+07 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 58469 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 6 contains 56665 members 
Mstep: Class 7 contains 40597 members 
Mstep: Class 8 contains 31184 members 
Mstep: Class 9 contains 58972 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 61421 members 
Mstep: Class 12 contains 60947 members 
Mstep: Class 13 contains 77945 members 
Mstep: Class 14 contains 131947 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 20173 members 
Mstep: Class 17 contains 89965 members 
Mstep: Class 18 contains 22876 members 
Mstep: Class 19 contains 4052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78439672.000000 Penalty: 36178.632812
Iteration 19Q: 19 clusters Score -7.843967e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 58892 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 6 contains 57683 members 
Mstep: Class 7 contains 40577 members 
Mstep: Class 8 contains 31239 members 
Mstep: Class 9 contains 60476 members 
Mstep: Class 10 contains 1263 members 
Mstep: Class 11 contains 61943 members 
Mstep: Class 12 contains 58535 members 
Mstep: Class 13 contains 79065 members 
Mstep: Class 14 contains 131983 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 19394 members 
Mstep: Class 17 contains 87102 members 
Mstep: Class 18 contains 22111 members 
Mstep: Class 19 contains 4058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78448096.000000 Penalty: 36178.632812
Iteration 20F: 19 clusters Score -7.84481e+07 nChanged 14092
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 59272 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 6 contains 58535 members 
Mstep: Class 7 contains 40556 members 
Mstep: Class 8 contains 30761 members 
Mstep: Class 9 contains 61953 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 62477 members 
Mstep: Class 12 contains 55998 members 
Mstep: Class 13 contains 80973 members 
Mstep: Class 14 contains 132049 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 18620 members 
Mstep: Class 17 contains 83252 members 
Mstep: Class 18 contains 21334 members 
Mstep: Class 19 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78458000.000000 Penalty: 36178.632812
Iteration 21Q: 19 clusters Score -7.8458e+07 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 59600 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 4 contains 4263 members 
Mstep: Class 6 contains 59696 members 
Mstep: Class 7 contains 40511 members 
Mstep: Class 8 contains 30471 members 
Mstep: Class 9 contains 63457 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 63049 members 
Mstep: Class 12 contains 53395 members 
Mstep: Class 13 contains 82330 members 
Mstep: Class 14 contains 132062 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 17912 members 
Mstep: Class 17 contains 79336 members 
Mstep: Class 18 contains 20605 members 
Mstep: Class 19 contains 3869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78467064.000000 Penalty: 36178.632812
Iteration 22Q: 19 clusters Score -7.846706e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 59905 members 
Mstep: Class 3 contains 1575 members 
Mstep: Class 4 contains 4161 members 
Mstep: Class 6 contains 60853 members 
Mstep: Class 7 contains 40465 members 
Mstep: Class 8 contains 30160 members 
Mstep: Class 9 contains 64926 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 63692 members 
Mstep: Class 12 contains 50773 members 
Mstep: Class 13 contains 83510 members 
Mstep: Class 14 contains 132103 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 17236 members 
Mstep: Class 17 contains 76368 members 
Mstep: Class 18 contains 19888 members 
Mstep: Class 19 contains 3542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78474000.000000 Penalty: 36178.632812
Iteration 23Q: 19 clusters Score -7.8474e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 60189 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 4053 members 
Mstep: Class 6 contains 61902 members 
Mstep: Class 7 contains 40417 members 
Mstep: Class 8 contains 29894 members 
Mstep: Class 9 contains 66584 members 
Mstep: Class 10 contains 1066 members 
Mstep: Class 11 contains 64492 members 
Mstep: Class 12 contains 48083 members 
Mstep: Class 13 contains 84546 members 
Mstep: Class 14 contains 132090 members 
Mstep: Class 15 contains 1224 members 
Mstep: Class 16 contains 16619 members 
Mstep: Class 17 contains 74527 members 
Mstep: Class 18 contains 19153 members 
Mstep: Class 19 contains 3163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78477680.000000 Penalty: 36178.632812
Iteration 24Q: 19 clusters Score -7.847768e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 60465 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 3978 members 
Mstep: Class 6 contains 62915 members 
Mstep: Class 7 contains 40380 members 
Mstep: Class 8 contains 29646 members 
Mstep: Class 9 contains 68213 members 
Mstep: Class 10 contains 1053 members 
Mstep: Class 11 contains 65375 members 
Mstep: Class 12 contains 45373 members 
Mstep: Class 13 contains 85420 members 
Mstep: Class 14 contains 132145 members 
Mstep: Class 15 contains 1186 members 
Mstep: Class 16 contains 16013 members 
Mstep: Class 17 contains 73175 members 
Mstep: Class 18 contains 18407 members 
Mstep: Class 19 contains 2887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78480296.000000 Penalty: 36178.632812
Iteration 25Q: 19 clusters Score -7.84803e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 60737 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 6 contains 63787 members 
Mstep: Class 7 contains 40350 members 
Mstep: Class 8 contains 29461 members 
Mstep: Class 9 contains 69871 members 
Mstep: Class 10 contains 1029 members 
Mstep: Class 11 contains 66250 members 
Mstep: Class 12 contains 42789 members 
Mstep: Class 13 contains 86190 members 
Mstep: Class 14 contains 132187 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 15368 members 
Mstep: Class 17 contains 72013 members 
Mstep: Class 18 contains 17691 members 
Mstep: Class 19 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78482824.000000 Penalty: 36178.632812
Iteration 26Q: 19 clusters Score -7.848282e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 61001 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 6 contains 64551 members 
Mstep: Class 7 contains 40345 members 
Mstep: Class 8 contains 29365 members 
Mstep: Class 9 contains 71548 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 67074 members 
Mstep: Class 12 contains 40235 members 
Mstep: Class 13 contains 86888 members 
Mstep: Class 14 contains 132241 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 14689 members 
Mstep: Class 17 contains 70948 members 
Mstep: Class 18 contains 17001 members 
Mstep: Class 19 contains 2529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78485632.000000 Penalty: 36178.632812
Iteration 27Q: 19 clusters Score -7.848563e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 61230 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 6 contains 65168 members 
Mstep: Class 7 contains 40340 members 
Mstep: Class 8 contains 29250 members 
Mstep: Class 9 contains 73223 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 67820 members 
Mstep: Class 12 contains 37692 members 
Mstep: Class 13 contains 87530 members 
Mstep: Class 14 contains 132285 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 14038 members 
Mstep: Class 17 contains 69986 members 
Mstep: Class 18 contains 16394 members 
Mstep: Class 19 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78489072.000000 Penalty: 36178.632812
Iteration 28Q: 19 clusters Score -7.848907e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 61420 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 6 contains 65669 members 
Mstep: Class 7 contains 40321 members 
Mstep: Class 8 contains 29220 members 
Mstep: Class 9 contains 74703 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 68224 members 
Mstep: Class 12 contains 35434 members 
Mstep: Class 13 contains 88184 members 
Mstep: Class 14 contains 132302 members 
Mstep: Class 15 contains 1110 members 
Mstep: Class 16 contains 13409 members 
Mstep: Class 17 contains 69148 members 
Mstep: Class 18 contains 15850 members 
Mstep: Class 19 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78492704.000000 Penalty: 36178.632812
Iteration 29Q: 19 clusters Score -7.84927e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 61630 members 
Mstep: Class 3 contains 1343 members 
Mstep: Class 4 contains 3998 members 
Mstep: Class 6 contains 66150 members 
Mstep: Class 7 contains 40307 members 
Mstep: Class 8 contains 29172 members 
Mstep: Class 9 contains 75959 members 
Mstep: Class 10 contains 1035 members 
Mstep: Class 11 contains 68141 members 
Mstep: Class 12 contains 33909 members 
Mstep: Class 13 contains 88766 members 
Mstep: Class 14 contains 132288 members 
Mstep: Class 15 contains 1105 members 
Mstep: Class 16 contains 12716 members 
Mstep: Class 17 contains 68390 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78495824.000000 Penalty: 36178.632812
Iteration 30Q: 19 clusters Score -7.849582e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 61817 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 6 contains 66524 members 
Mstep: Class 7 contains 40285 members 
Mstep: Class 8 contains 29201 members 
Mstep: Class 9 contains 76992 members 
Mstep: Class 10 contains 1039 members 
Mstep: Class 11 contains 67422 members 
Mstep: Class 12 contains 33153 members 
Mstep: Class 13 contains 89338 members 
Mstep: Class 14 contains 132282 members 
Mstep: Class 15 contains 1099 members 
Mstep: Class 16 contains 12032 members 
Mstep: Class 17 contains 67696 members 
Mstep: Class 18 contains 14868 members 
Mstep: Class 19 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2004.961914 but Gain 2009.921875
Score: -78496936.000000 Penalty: 34168.710938
Iteration 31Q: 18 clusters Score -7.849694e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 62151 members 
Mstep: Class 4 contains 4126 members 
Mstep: Class 6 contains 66857 members 
Mstep: Class 7 contains 40277 members 
Mstep: Class 8 contains 29294 members 
Mstep: Class 9 contains 77848 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 66501 members 
Mstep: Class 12 contains 32679 members 
Mstep: Class 13 contains 89872 members 
Mstep: Class 14 contains 132597 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 11805 members 
Mstep: Class 17 contains 67255 members 
Mstep: Class 18 contains 14448 members 
Mstep: Class 19 contains 2055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78499312.000000 Penalty: 34168.710938
Iteration 32Q: 18 clusters Score -7.849931e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 62276 members 
Mstep: Class 4 contains 4144 members 
Mstep: Class 6 contains 67143 members 
Mstep: Class 7 contains 40265 members 
Mstep: Class 8 contains 29386 members 
Mstep: Class 9 contains 78657 members 
Mstep: Class 10 contains 1039 members 
Mstep: Class 11 contains 65044 members 
Mstep: Class 12 contains 32295 members 
Mstep: Class 13 contains 90356 members 
Mstep: Class 14 contains 132557 members 
Mstep: Class 15 contains 1097 members 
Mstep: Class 16 contains 11403 members 
Mstep: Class 17 contains 66663 members 
Mstep: Class 18 contains 14050 members 
Mstep: Class 19 contains 2005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78500032.000000 Penalty: 34168.710938
Iteration 33Q: 18 clusters Score -7.850003e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 62402 members 
Mstep: Class 4 contains 4170 members 
Mstep: Class 6 contains 67402 members 
Mstep: Class 7 contains 40251 members 
Mstep: Class 8 contains 29504 members 
Mstep: Class 9 contains 79336 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 63476 members 
Mstep: Class 12 contains 32009 members 
Mstep: Class 13 contains 90789 members 
Mstep: Class 14 contains 132536 members 
Mstep: Class 15 contains 1100 members 
Mstep: Class 16 contains 10990 members 
Mstep: Class 17 contains 66161 members 
Mstep: Class 18 contains 13688 members 
Mstep: Class 19 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78501624.000000 Penalty: 34168.710938
Iteration 34Q: 18 clusters Score -7.850162e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 62508 members 
Mstep: Class 4 contains 4181 members 
Mstep: Class 6 contains 67588 members 
Mstep: Class 7 contains 40234 members 
Mstep: Class 8 contains 29679 members 
Mstep: Class 9 contains 79989 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 61710 members 
Mstep: Class 12 contains 31773 members 
Mstep: Class 13 contains 91196 members 
Mstep: Class 14 contains 132516 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 10595 members 
Mstep: Class 17 contains 65684 members 
Mstep: Class 18 contains 13386 members 
Mstep: Class 19 contains 1944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78503136.000000 Penalty: 34168.710938
Iteration 35Q: 18 clusters Score -7.850314e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 62621 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 6 contains 67717 members 
Mstep: Class 7 contains 40210 members 
Mstep: Class 8 contains 29858 members 
Mstep: Class 9 contains 80608 members 
Mstep: Class 10 contains 1057 members 
Mstep: Class 11 contains 59815 members 
Mstep: Class 12 contains 31597 members 
Mstep: Class 13 contains 91566 members 
Mstep: Class 14 contains 132479 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 10254 members 
Mstep: Class 17 contains 65313 members 
Mstep: Class 18 contains 13121 members 
Mstep: Class 19 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78504464.000000 Penalty: 34168.710938
Iteration 36Q: 18 clusters Score -7.850446e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 62720 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 6 contains 67789 members 
Mstep: Class 7 contains 40208 members 
Mstep: Class 8 contains 30038 members 
Mstep: Class 9 contains 81169 members 
Mstep: Class 10 contains 1056 members 
Mstep: Class 11 contains 58009 members 
Mstep: Class 12 contains 31466 members 
Mstep: Class 13 contains 91944 members 
Mstep: Class 14 contains 132452 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 9925 members 
Mstep: Class 17 contains 64964 members 
Mstep: Class 18 contains 12910 members 
Mstep: Class 19 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78505648.000000 Penalty: 34168.710938
Iteration 37Q: 18 clusters Score -7.850565e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 62804 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 6 contains 67854 members 
Mstep: Class 7 contains 40191 members 
Mstep: Class 8 contains 30248 members 
Mstep: Class 9 contains 81652 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 56535 members 
Mstep: Class 12 contains 31352 members 
Mstep: Class 13 contains 92304 members 
Mstep: Class 14 contains 132442 members 
Mstep: Class 15 contains 1131 members 
Mstep: Class 16 contains 9584 members 
Mstep: Class 17 contains 64666 members 
Mstep: Class 18 contains 12719 members 
Mstep: Class 19 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78506488.000000 Penalty: 34168.710938
Iteration 38Q: 18 clusters Score -7.850649e+07 nChanged 3125
Entering ConstructFrom: 
Score: -78506488.000000 Penalty: 34168.710938
Entering ConstructFrom: 
Trying to split cluster 1 (44994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Entering Unmasked Estep 
Score: -4977434.500000 Penalty: 1594.285645
	Iteration 0F: 2 clusters Score -4977434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4948105.500000 Penalty: 3188.571289
	Iteration 0F: 3 clusters Score -4948106 nChanged 20694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -4959680.500000 Penalty: 3188.571289
	Iteration 1F: 3 clusters Score -4959680 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -4960512.500000 Penalty: 3188.571289
	Iteration 2Q: 3 clusters Score -4960512 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -4961568.500000 Penalty: 3188.571289
	Iteration 3Q: 3 clusters Score -4961568 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4963102.500000 Penalty: 3188.571289
	Iteration 4F: 3 clusters Score -4963102 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -4965768.000000 Penalty: 3188.571289
	Iteration 5F: 3 clusters Score -4965768 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4971102.000000 Penalty: 3188.571289
	Iteration 6F: 3 clusters Score -4971102 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -4980232.500000 Penalty: 3188.571289
	Iteration 7F: 3 clusters Score -4980232 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -4991113.500000 Penalty: 3188.571289
	Iteration 8F: 3 clusters Score -4991114 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -4997989.000000 Penalty: 3188.571289
	Iteration 9F: 3 clusters Score -4997989 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -4999188.000000 Penalty: 3188.571289
	Iteration 10Q: 3 clusters Score -4999188 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4999278.000000 Penalty: 3188.571289
	Iteration 11Q: 3 clusters Score -4999278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -4999339.500000 Penalty: 3188.571289
	Iteration 12Q: 3 clusters Score -4999340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -4999360.500000 Penalty: 3188.571289
	Iteration 13Q: 3 clusters Score -4999360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -4999361.500000 Penalty: 3188.571289
	Iteration 14Q: 3 clusters Score -4999362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4999365.500000 Penalty: 3188.571289
	Iteration 15Q: 3 clusters Score -4999366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -4999369.000000 Penalty: 3188.571289
	Iteration 16Q: 3 clusters Score -4999369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4999364.000000 Penalty: 3188.571289
	Iteration 17Q: 3 clusters Score -4999364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4999364.500000 Penalty: 3188.571289
	Iteration 18Q: 3 clusters Score -4999364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -4999364.500000 Penalty: 3188.571289
	Iteration 19Q: 3 clusters Score -4999364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -4999369.000000 Penalty: 3188.571289
	Iteration 20F: 3 clusters Score -4999369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 62877 members 
Mstep: Class 3 contains 25842 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 6 contains 67888 members 
Mstep: Class 7 contains 40174 members 
Mstep: Class 8 contains 30453 members 
Mstep: Class 9 contains 82123 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 55480 members 
Mstep: Class 12 contains 31252 members 
Mstep: Class 13 contains 92637 members 
Mstep: Class 14 contains 132413 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 64423 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
Score: -78527936.000000 Penalty: 36178.632812
Splitting cluster 1 changes total score from -78506488.000000 to -78527936.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (62877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Entering Unmasked Estep 
Score: -6899824.000000 Penalty: 1644.081665
	Iteration 0F: 2 clusters Score -6899824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -6858937.500000 Penalty: 3288.163330
	Iteration 0F: 3 clusters Score -6858938 nChanged 29258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -6875695.000000 Penalty: 3288.163330
	Iteration 1F: 3 clusters Score -6875695 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -6876623.500000 Penalty: 3288.163330
	Iteration 2Q: 3 clusters Score -6876624 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -6877628.500000 Penalty: 3288.163330
	Iteration 3Q: 3 clusters Score -6877628 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -6878615.500000 Penalty: 3288.163330
	Iteration 4Q: 3 clusters Score -6878616 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -6879836.000000 Penalty: 3288.163330
	Iteration 5Q: 3 clusters Score -6879836 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -6881228.500000 Penalty: 3288.163330
	Iteration 6F: 3 clusters Score -6881228 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -6882698.500000 Penalty: 3288.163330
	Iteration 7F: 3 clusters Score -6882698 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -6884213.500000 Penalty: 3288.163330
	Iteration 8F: 3 clusters Score -6884214 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -6885855.000000 Penalty: 3288.163330
	Iteration 9Q: 3 clusters Score -6885855 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -6887727.000000 Penalty: 3288.163330
	Iteration 10F: 3 clusters Score -6887727 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -6889894.500000 Penalty: 3288.163330
	Iteration 11F: 3 clusters Score -6889894 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -6892188.000000 Penalty: 3288.163330
	Iteration 12Q: 3 clusters Score -6892188 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -6894415.500000 Penalty: 3288.163330
	Iteration 13Q: 3 clusters Score -6894416 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6896188.000000 Penalty: 3288.163330
	Iteration 14Q: 3 clusters Score -6896188 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6897360.000000 Penalty: 3288.163330
	Iteration 15Q: 3 clusters Score -6897360 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6897962.000000 Penalty: 3288.163330
	Iteration 16Q: 3 clusters Score -6897962 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6898200.500000 Penalty: 3288.163330
	Iteration 17Q: 3 clusters Score -6898200 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6898330.500000 Penalty: 3288.163330
	Iteration 18Q: 3 clusters Score -6898330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6898409.500000 Penalty: 3288.163330
	Iteration 19Q: 3 clusters Score -6898410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6898442.000000 Penalty: 3288.163330
	Iteration 20F: 3 clusters Score -6898442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6898468.500000 Penalty: 3288.163330
	Iteration 21Q: 3 clusters Score -6898468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6898484.000000 Penalty: 3288.163330
	Iteration 22Q: 3 clusters Score -6898484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6898484.000000 Penalty: 3288.163330
	Iteration 23Q: 3 clusters Score -6898484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6898493.500000 Penalty: 3288.163330
	Iteration 24Q: 3 clusters Score -6898494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6898505.000000 Penalty: 3288.163330
	Iteration 25Q: 3 clusters Score -6898505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6898514.000000 Penalty: 3288.163330
	Iteration 26Q: 3 clusters Score -6898514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6898522.000000 Penalty: 3288.163330
	Iteration 27Q: 3 clusters Score -6898522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6898525.000000 Penalty: 3288.163330
	Iteration 28Q: 3 clusters Score -6898525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6898534.000000 Penalty: 3288.163330
	Iteration 29Q: 3 clusters Score -6898534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6898536.500000 Penalty: 3288.163330
	Iteration 30Q: 3 clusters Score -6898536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6898536.500000 Penalty: 3288.163330
	Iteration 31F: 3 clusters Score -6898536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -451774.937500 Penalty: 1240.811157
	Iteration 0F: 2 clusters Score -451774.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -448556.531250 Penalty: 2481.622314
	Iteration 0F: 3 clusters Score -448556.5 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -449444.968750 Penalty: 2481.622314
	Iteration 1F: 3 clusters Score -449445 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -449625.500000 Penalty: 2481.622314
	Iteration 2F: 3 clusters Score -449625.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -449740.593750 Penalty: 2481.622314
	Iteration 3F: 3 clusters Score -449740.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -449808.468750 Penalty: 2481.622314
	Iteration 4Q: 3 clusters Score -449808.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -449858.437500 Penalty: 2481.622314
	Iteration 5Q: 3 clusters Score -449858.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -449905.593750 Penalty: 2481.622314
	Iteration 6Q: 3 clusters Score -449905.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -449937.468750 Penalty: 2481.622314
	Iteration 7Q: 3 clusters Score -449937.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -449959.562500 Penalty: 2481.622314
	Iteration 8Q: 3 clusters Score -449959.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -449978.281250 Penalty: 2481.622314
	Iteration 9Q: 3 clusters Score -449978.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -449997.250000 Penalty: 2481.622314
	Iteration 10Q: 3 clusters Score -449997.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -450015.531250 Penalty: 2481.622314
	Iteration 11Q: 3 clusters Score -450015.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -450028.593750 Penalty: 2481.622314
	Iteration 12Q: 3 clusters Score -450028.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -450036.218750 Penalty: 2481.622314
	Iteration 13Q: 3 clusters Score -450036.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -450045.406250 Penalty: 2481.622314
	Iteration 14Q: 3 clusters Score -450045.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -450051.562500 Penalty: 2481.622314
	Iteration 15Q: 3 clusters Score -450051.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -450059.593750 Penalty: 2481.622314
	Iteration 16Q: 3 clusters Score -450059.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -450063.687500 Penalty: 2481.622314
	Iteration 17Q: 3 clusters Score -450063.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -450066.937500 Penalty: 2481.622314
	Iteration 18Q: 3 clusters Score -450066.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -450075.125000 Penalty: 2481.622314
	Iteration 19Q: 3 clusters Score -450075.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -450082.156250 Penalty: 2481.622314
	Iteration 20F: 3 clusters Score -450082.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -450086.718750 Penalty: 2481.622314
	Iteration 21Q: 3 clusters Score -450086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -450088.968750 Penalty: 2481.622314
	Iteration 22Q: 3 clusters Score -450089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -450091.218750 Penalty: 2481.622314
	Iteration 23Q: 3 clusters Score -450091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -450094.812500 Penalty: 2481.622314
	Iteration 24Q: 3 clusters Score -450094.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -450099.375000 Penalty: 2481.622314
	Iteration 25Q: 3 clusters Score -450099.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -450103.500000 Penalty: 2481.622314
	Iteration 26Q: 3 clusters Score -450103.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -450108.656250 Penalty: 2481.622314
	Iteration 27Q: 3 clusters Score -450108.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -450112.718750 Penalty: 2481.622314
	Iteration 28Q: 3 clusters Score -450112.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -450115.031250 Penalty: 2481.622314
	Iteration 29Q: 3 clusters Score -450115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -450117.312500 Penalty: 2481.622314
	Iteration 30Q: 3 clusters Score -450117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -450119.062500 Penalty: 2481.622314
	Iteration 31Q: 3 clusters Score -450119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -450122.093750 Penalty: 2481.622314
	Iteration 32Q: 3 clusters Score -450122.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -450125.437500 Penalty: 2481.622314
	Iteration 33Q: 3 clusters Score -450125.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -450132.125000 Penalty: 2481.622314
	Iteration 34Q: 3 clusters Score -450132.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -450137.500000 Penalty: 2481.622314
	Iteration 35Q: 3 clusters Score -450137.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -450142.718750 Penalty: 2481.622314
	Iteration 36Q: 3 clusters Score -450142.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -450144.187500 Penalty: 2481.622314
	Iteration 37Q: 3 clusters Score -450144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -450144.656250 Penalty: 2481.622314
	Iteration 38Q: 3 clusters Score -450144.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -450145.531250 Penalty: 2481.622314
	Iteration 39Q: 3 clusters Score -450145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -450146.562500 Penalty: 2481.622314
	Iteration 40F: 3 clusters Score -450146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -450146.343750 Penalty: 2481.622314
	Iteration 41Q: 3 clusters Score -450146.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -450147.531250 Penalty: 2481.622314
	Iteration 42Q: 3 clusters Score -450147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -450148.812500 Penalty: 2481.622314
	Iteration 43Q: 3 clusters Score -450148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -450148.156250 Penalty: 2481.622314
	Iteration 44Q: 3 clusters Score -450148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -450148.500000 Penalty: 2481.622314
	Iteration 45Q: 3 clusters Score -450148.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -450148.468750 Penalty: 2481.622314
	Iteration 46Q: 3 clusters Score -450148.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -450148.562500 Penalty: 2481.622314
	Iteration 47Q: 3 clusters Score -450148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -450149.156250 Penalty: 2481.622314
	Iteration 48Q: 3 clusters Score -450149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -450150.218750 Penalty: 2481.622314
	Iteration 49Q: 3 clusters Score -450150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -450151.968750 Penalty: 2481.622314
	Iteration 50Q: 3 clusters Score -450152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -450153.468750 Penalty: 2481.622314
	Iteration 51Q: 3 clusters Score -450153.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -450157.937500 Penalty: 2481.622314
	Iteration 52Q: 3 clusters Score -450157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -450159.468750 Penalty: 2481.622314
	Iteration 53Q: 3 clusters Score -450159.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -450162.531250 Penalty: 2481.622314
	Iteration 54Q: 3 clusters Score -450162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -450162.437500 Penalty: 2481.622314
	Iteration 55Q: 3 clusters Score -450162.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -450164.593750 Penalty: 2481.622314
	Iteration 56Q: 3 clusters Score -450164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -450165.656250 Penalty: 2481.622314
	Iteration 57Q: 3 clusters Score -450165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -450167.187500 Penalty: 2481.622314
	Iteration 58Q: 3 clusters Score -450167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -450168.250000 Penalty: 2481.622314
	Iteration 59Q: 3 clusters Score -450168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -450169.000000 Penalty: 2481.622314
	Iteration 60F: 3 clusters Score -450169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -450168.718750 Penalty: 2481.622314
	Iteration 61Q: 3 clusters Score -450168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -450170.750000 Penalty: 2481.622314
	Iteration 62Q: 3 clusters Score -450170.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -450171.093750 Penalty: 2481.622314
	Iteration 63Q: 3 clusters Score -450171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -450172.406250 Penalty: 2481.622314
	Iteration 64Q: 3 clusters Score -450172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -450172.843750 Penalty: 2481.622314
	Iteration 65Q: 3 clusters Score -450172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -450174.031250 Penalty: 2481.622314
	Iteration 66Q: 3 clusters Score -450174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -450174.468750 Penalty: 2481.622314
	Iteration 67Q: 3 clusters Score -450174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -450174.187500 Penalty: 2481.622314
	Iteration 68Q: 3 clusters Score -450174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -450174.843750 Penalty: 2481.622314
	Iteration 69Q: 3 clusters Score -450174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -450174.843750 Penalty: 2481.622314
	Iteration 70F: 3 clusters Score -450174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Entering Unmasked Estep 
Score: -7348933.000000 Penalty: 1655.491455
	Iteration 0F: 2 clusters Score -7348933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -7304701.000000 Penalty: 3310.982910
	Iteration 0F: 3 clusters Score -7304701 nChanged 31703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -7322289.500000 Penalty: 3310.982910
	Iteration 1F: 3 clusters Score -7322290 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -7323299.000000 Penalty: 3310.982910
	Iteration 2Q: 3 clusters Score -7323299 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -7324479.000000 Penalty: 3310.982910
	Iteration 3Q: 3 clusters Score -7324479 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -7326216.500000 Penalty: 3310.982910
	Iteration 4F: 3 clusters Score -7326216 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -7328896.000000 Penalty: 3310.982910
	Iteration 5F: 3 clusters Score -7328896 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -7332696.000000 Penalty: 3310.982910
	Iteration 6F: 3 clusters Score -7332696 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -7336892.500000 Penalty: 3310.982910
	Iteration 7F: 3 clusters Score -7336892 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -7340756.500000 Penalty: 3310.982910
	Iteration 8F: 3 clusters Score -7340756 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -7343392.500000 Penalty: 3310.982910
	Iteration 9F: 3 clusters Score -7343392 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -7344679.000000 Penalty: 3310.982910
	Iteration 10Q: 3 clusters Score -7344679 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -7345283.500000 Penalty: 3310.982910
	Iteration 11Q: 3 clusters Score -7345284 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -7345635.500000 Penalty: 3310.982910
	Iteration 12Q: 3 clusters Score -7345636 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -7345907.000000 Penalty: 3310.982910
	Iteration 13Q: 3 clusters Score -7345907 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -7346119.000000 Penalty: 3310.982910
	Iteration 14Q: 3 clusters Score -7346119 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -7346335.500000 Penalty: 3310.982910
	Iteration 15Q: 3 clusters Score -7346336 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -7346521.000000 Penalty: 3310.982910
	Iteration 16Q: 3 clusters Score -7346521 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -7346730.500000 Penalty: 3310.982910
	Iteration 17Q: 3 clusters Score -7346730 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -7347066.500000 Penalty: 3310.982910
	Iteration 18Q: 3 clusters Score -7347066 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -7347490.500000 Penalty: 3310.982910
	Iteration 19Q: 3 clusters Score -7347490 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -7348082.000000 Penalty: 3310.982910
	Iteration 20F: 3 clusters Score -7348082 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -7348604.000000 Penalty: 3310.982910
	Iteration 21Q: 3 clusters Score -7348604 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -7349035.000000 Penalty: 3310.982910
	Iteration 22Q: 3 clusters Score -7349035 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -7349350.500000 Penalty: 3310.982910
	Iteration 23Q: 3 clusters Score -7349350 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -7349555.500000 Penalty: 3310.982910
	Iteration 24Q: 3 clusters Score -7349556 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -7349648.500000 Penalty: 3310.982910
	Iteration 25Q: 3 clusters Score -7349648 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -7349734.000000 Penalty: 3310.982910
	Iteration 26Q: 3 clusters Score -7349734 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -7349782.000000 Penalty: 3310.982910
	Iteration 27Q: 3 clusters Score -7349782 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -7349827.500000 Penalty: 3310.982910
	Iteration 28Q: 3 clusters Score -7349828 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -7349854.000000 Penalty: 3310.982910
	Iteration 29Q: 3 clusters Score -7349854 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -7349894.500000 Penalty: 3310.982910
	Iteration 30Q: 3 clusters Score -7349894 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -7349900.000000 Penalty: 3310.982910
	Iteration 31Q: 3 clusters Score -7349900 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -7349923.000000 Penalty: 3310.982910
	Iteration 32Q: 3 clusters Score -7349923 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -7349922.000000 Penalty: 3310.982910
	Iteration 33Q: 3 clusters Score -7349922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -7349928.500000 Penalty: 3310.982910
	Iteration 34Q: 3 clusters Score -7349928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -7349931.500000 Penalty: 3310.982910
	Iteration 35Q: 3 clusters Score -7349932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -7349927.000000 Penalty: 3310.982910
	Iteration 36Q: 3 clusters Score -7349927 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -7349914.000000 Penalty: 3310.982910
	Iteration 37Q: 3 clusters Score -7349914 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -7349924.000000 Penalty: 3310.982910
	Iteration 38Q: 3 clusters Score -7349924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -7349940.000000 Penalty: 3310.982910
	Iteration 39Q: 3 clusters Score -7349940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -7349942.500000 Penalty: 3310.982910
	Iteration 40F: 3 clusters Score -7349942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -7349966.500000 Penalty: 3310.982910
	Iteration 41Q: 3 clusters Score -7349966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -7349957.500000 Penalty: 3310.982910
	Iteration 42Q: 3 clusters Score -7349958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -7349983.000000 Penalty: 3310.982910
	Iteration 43Q: 3 clusters Score -7349983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -7349987.000000 Penalty: 3310.982910
	Iteration 44Q: 3 clusters Score -7349987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -7349984.500000 Penalty: 3310.982910
	Iteration 45Q: 3 clusters Score -7349984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -7349976.000000 Penalty: 3310.982910
	Iteration 46Q: 3 clusters Score -7349976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -7349987.000000 Penalty: 3310.982910
	Iteration 47Q: 3 clusters Score -7349987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -7349993.000000 Penalty: 3310.982910
	Iteration 48Q: 3 clusters Score -7349993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -7349998.500000 Penalty: 3310.982910
	Iteration 49Q: 3 clusters Score -7349998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -7350000.500000 Penalty: 3310.982910
	Iteration 50Q: 3 clusters Score -7350000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -7350006.500000 Penalty: 3310.982910
	Iteration 51Q: 3 clusters Score -7350006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -7350008.500000 Penalty: 3310.982910
	Iteration 52Q: 3 clusters Score -7350008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -7350012.500000 Penalty: 3310.982910
	Iteration 53Q: 3 clusters Score -7350012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -7350015.000000 Penalty: 3310.982910
	Iteration 54Q: 3 clusters Score -7350015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -7350016.500000 Penalty: 3310.982910
	Iteration 55Q: 3 clusters Score -7350016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -7350007.500000 Penalty: 3310.982910
	Iteration 56Q: 3 clusters Score -7350008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -7350025.000000 Penalty: 3310.982910
	Iteration 57Q: 3 clusters Score -7350025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -7350004.500000 Penalty: 3310.982910
	Iteration 58Q: 3 clusters Score -7350004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -7350003.000000 Penalty: 3310.982910
	Iteration 59Q: 3 clusters Score -7350003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -7350015.000000 Penalty: 3310.982910
	Iteration 60F: 3 clusters Score -7350015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -7350020.500000 Penalty: 3310.982910
	Iteration 61Q: 3 clusters Score -7350020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -7350015.000000 Penalty: 3310.982910
	Iteration 62Q: 3 clusters Score -7350015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -7350015.500000 Penalty: 3310.982910
	Iteration 63Q: 3 clusters Score -7350016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -7350015.000000 Penalty: 3310.982910
	Iteration 64Q: 3 clusters Score -7350015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -7350018.000000 Penalty: 3310.982910
	Iteration 65Q: 3 clusters Score -7350018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -7350025.500000 Penalty: 3310.982910
	Iteration 66Q: 3 clusters Score -7350026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -7350009.000000 Penalty: 3310.982910
	Iteration 67Q: 3 clusters Score -7350009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -7350022.500000 Penalty: 3310.982910
	Iteration 68Q: 3 clusters Score -7350022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -7350001.000000 Penalty: 3310.982910
	Iteration 69Q: 3 clusters Score -7350001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -7349997.000000 Penalty: 3310.982910
	Iteration 70Q: 3 clusters Score -7349997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -7350009.000000 Penalty: 3310.982910
	Iteration 71Q: 3 clusters Score -7350009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -7350016.000000 Penalty: 3310.982910
	Iteration 72Q: 3 clusters Score -7350016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -7350011.000000 Penalty: 3310.982910
	Iteration 73Q: 3 clusters Score -7350011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -7350013.000000 Penalty: 3310.982910
	Iteration 74Q: 3 clusters Score -7350013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -7350011.500000 Penalty: 3310.982910
	Iteration 75Q: 3 clusters Score -7350012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -7350016.000000 Penalty: 3310.982910
	Iteration 76Q: 3 clusters Score -7350016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -7350018.500000 Penalty: 3310.982910
	Iteration 77Q: 3 clusters Score -7350018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -7350021.000000 Penalty: 3310.982910
	Iteration 78Q: 3 clusters Score -7350021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -7350026.500000 Penalty: 3310.982910
	Iteration 79Q: 3 clusters Score -7350026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -7350023.000000 Penalty: 3310.982910
	Iteration 80F: 3 clusters Score -7350023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -7350017.000000 Penalty: 3310.982910
	Iteration 81Q: 3 clusters Score -7350017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -7350010.000000 Penalty: 3310.982910
	Iteration 82Q: 3 clusters Score -7350010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -7350011.000000 Penalty: 3310.982910
	Iteration 83Q: 3 clusters Score -7350011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -7350002.000000 Penalty: 3310.982910
	Iteration 84Q: 3 clusters Score -7350002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -7350011.500000 Penalty: 3310.982910
	Iteration 85Q: 3 clusters Score -7350012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -7350010.500000 Penalty: 3310.982910
	Iteration 86Q: 3 clusters Score -7350010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -7350012.000000 Penalty: 3310.982910
	Iteration 87Q: 3 clusters Score -7350012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -7350003.500000 Penalty: 3310.982910
	Iteration 88Q: 3 clusters Score -7350004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -7349990.000000 Penalty: 3310.982910
	Iteration 89Q: 3 clusters Score -7349990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -7349988.500000 Penalty: 3310.982910
	Iteration 90Q: 3 clusters Score -7349988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -7349995.000000 Penalty: 3310.982910
	Iteration 91Q: 3 clusters Score -7349995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7350001.000000 Penalty: 3310.982910
	Iteration 92Q: 3 clusters Score -7350001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -7349999.500000 Penalty: 3310.982910
	Iteration 93Q: 3 clusters Score -7350000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -7349998.000000 Penalty: 3310.982910
	Iteration 94Q: 3 clusters Score -7349998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -7349993.500000 Penalty: 3310.982910
	Iteration 95Q: 3 clusters Score -7349994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -7349993.500000 Penalty: 3310.982910
	Iteration 96Q: 3 clusters Score -7349994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -7349990.000000 Penalty: 3310.982910
	Iteration 97Q: 3 clusters Score -7349990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -7349990.500000 Penalty: 3310.982910
	Iteration 98Q: 3 clusters Score -7349990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -7349991.500000 Penalty: 3310.982910
	Iteration 99Q: 3 clusters Score -7349992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -7349991.500000 Penalty: 3310.982910
	Iteration 100F: 3 clusters Score -7349992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 62877 members 
Mstep: Class 3 contains 25842 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 51895 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 40174 members 
Mstep: Class 8 contains 30453 members 
Mstep: Class 9 contains 82123 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 55480 members 
Mstep: Class 12 contains 31252 members 
Mstep: Class 13 contains 92637 members 
Mstep: Class 14 contains 132413 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 64423 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
Score: -78528360.000000 Penalty: 38188.558594
Splitting cluster 6 changes total score from -78506488.000000 to -78528360.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 7 (40174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Entering Unmasked Estep 
Score: -4432960.500000 Penalty: 1577.425171
	Iteration 0F: 2 clusters Score -4432960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4406749.500000 Penalty: 3154.850342
	Iteration 0F: 3 clusters Score -4406750 nChanged 18451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4416807.500000 Penalty: 3154.850342
	Iteration 1F: 3 clusters Score -4416808 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -4417306.000000 Penalty: 3154.850342
	Iteration 2Q: 3 clusters Score -4417306 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4417813.000000 Penalty: 3154.850342
	Iteration 3Q: 3 clusters Score -4417813 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -4418385.000000 Penalty: 3154.850342
	Iteration 4Q: 3 clusters Score -4418385 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -4418977.500000 Penalty: 3154.850342
	Iteration 5Q: 3 clusters Score -4418978 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4419683.000000 Penalty: 3154.850342
	Iteration 6Q: 3 clusters Score -4419683 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4420568.500000 Penalty: 3154.850342
	Iteration 7Q: 3 clusters Score -4420568 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -4421711.000000 Penalty: 3154.850342
	Iteration 8F: 3 clusters Score -4421711 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4422943.500000 Penalty: 3154.850342
	Iteration 9F: 3 clusters Score -4422944 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -4424496.500000 Penalty: 3154.850342
	Iteration 10F: 3 clusters Score -4424496 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -4426348.500000 Penalty: 3154.850342
	Iteration 11F: 3 clusters Score -4426348 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4428262.000000 Penalty: 3154.850342
	Iteration 12F: 3 clusters Score -4428262 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -4429751.500000 Penalty: 3154.850342
	Iteration 13Q: 3 clusters Score -4429752 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -4430652.500000 Penalty: 3154.850342
	Iteration 14Q: 3 clusters Score -4430652 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -4431162.500000 Penalty: 3154.850342
	Iteration 15Q: 3 clusters Score -4431162 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -4431415.000000 Penalty: 3154.850342
	Iteration 16Q: 3 clusters Score -4431415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -4431575.500000 Penalty: 3154.850342
	Iteration 17Q: 3 clusters Score -4431576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4431646.000000 Penalty: 3154.850342
	Iteration 18Q: 3 clusters Score -4431646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -4431695.500000 Penalty: 3154.850342
	Iteration 19Q: 3 clusters Score -4431696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4431727.500000 Penalty: 3154.850342
	Iteration 20F: 3 clusters Score -4431728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -4431744.500000 Penalty: 3154.850342
	Iteration 21Q: 3 clusters Score -4431744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -4431757.000000 Penalty: 3154.850342
	Iteration 22Q: 3 clusters Score -4431757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -4431766.500000 Penalty: 3154.850342
	Iteration 23Q: 3 clusters Score -4431766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -4431787.500000 Penalty: 3154.850342
	Iteration 24Q: 3 clusters Score -4431788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -4431791.500000 Penalty: 3154.850342
	Iteration 25Q: 3 clusters Score -4431792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -4431790.500000 Penalty: 3154.850342
	Iteration 26Q: 3 clusters Score -4431790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -4431797.000000 Penalty: 3154.850342
	Iteration 27Q: 3 clusters Score -4431797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -4431805.000000 Penalty: 3154.850342
	Iteration 28Q: 3 clusters Score -4431805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -4431808.000000 Penalty: 3154.850342
	Iteration 29Q: 3 clusters Score -4431808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -4431808.000000 Penalty: 3154.850342
	Iteration 30F: 3 clusters Score -4431808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Entering Unmasked Estep 
Score: -3085656.750000 Penalty: 1536.202148
	Iteration 0F: 2 clusters Score -3085657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3065914.500000 Penalty: 3072.404297
	Iteration 0F: 3 clusters Score -3065914 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3073348.500000 Penalty: 3072.404297
	Iteration 1F: 3 clusters Score -3073348 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3073853.750000 Penalty: 3072.404297
	Iteration 2Q: 3 clusters Score -3073854 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3074305.500000 Penalty: 3072.404297
	Iteration 3Q: 3 clusters Score -3074306 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3074784.750000 Penalty: 3072.404297
	Iteration 4Q: 3 clusters Score -3074785 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3075328.250000 Penalty: 3072.404297
	Iteration 5Q: 3 clusters Score -3075328 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3075943.500000 Penalty: 3072.404297
	Iteration 6Q: 3 clusters Score -3075944 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -3076543.500000 Penalty: 3072.404297
	Iteration 7Q: 3 clusters Score -3076544 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3077089.500000 Penalty: 3072.404297
	Iteration 8Q: 3 clusters Score -3077090 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3077547.500000 Penalty: 3072.404297
	Iteration 9Q: 3 clusters Score -3077548 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3078000.000000 Penalty: 3072.404297
	Iteration 10Q: 3 clusters Score -3078000 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3078429.000000 Penalty: 3072.404297
	Iteration 11Q: 3 clusters Score -3078429 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3078902.250000 Penalty: 3072.404297
	Iteration 12Q: 3 clusters Score -3078902 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3079447.250000 Penalty: 3072.404297
	Iteration 13Q: 3 clusters Score -3079447 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3080090.250000 Penalty: 3072.404297
	Iteration 14Q: 3 clusters Score -3080090 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3080887.750000 Penalty: 3072.404297
	Iteration 15Q: 3 clusters Score -3080888 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3081787.250000 Penalty: 3072.404297
	Iteration 16Q: 3 clusters Score -3081787 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3082679.750000 Penalty: 3072.404297
	Iteration 17Q: 3 clusters Score -3082680 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3083412.500000 Penalty: 3072.404297
	Iteration 18Q: 3 clusters Score -3083412 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3083915.000000 Penalty: 3072.404297
	Iteration 19Q: 3 clusters Score -3083915 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3084262.750000 Penalty: 3072.404297
	Iteration 20F: 3 clusters Score -3084263 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3084481.000000 Penalty: 3072.404297
	Iteration 21Q: 3 clusters Score -3084481 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3084601.000000 Penalty: 3072.404297
	Iteration 22Q: 3 clusters Score -3084601 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3084676.750000 Penalty: 3072.404297
	Iteration 23Q: 3 clusters Score -3084677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3084725.000000 Penalty: 3072.404297
	Iteration 24Q: 3 clusters Score -3084725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3084760.250000 Penalty: 3072.404297
	Iteration 25Q: 3 clusters Score -3084760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3084773.250000 Penalty: 3072.404297
	Iteration 26Q: 3 clusters Score -3084773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3084792.500000 Penalty: 3072.404297
	Iteration 27Q: 3 clusters Score -3084792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3084794.500000 Penalty: 3072.404297
	Iteration 28Q: 3 clusters Score -3084794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3084795.250000 Penalty: 3072.404297
	Iteration 29Q: 3 clusters Score -3084795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3084796.000000 Penalty: 3072.404297
	Iteration 30Q: 3 clusters Score -3084796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3084799.000000 Penalty: 3072.404297
	Iteration 31Q: 3 clusters Score -3084799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3084799.500000 Penalty: 3072.404297
	Iteration 32Q: 3 clusters Score -3084800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3084799.500000 Penalty: 3072.404297
	Iteration 33Q: 3 clusters Score -3084800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3084800.750000 Penalty: 3072.404297
	Iteration 34Q: 3 clusters Score -3084801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3084801.000000 Penalty: 3072.404297
	Iteration 35Q: 3 clusters Score -3084801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3084800.500000 Penalty: 3072.404297
	Iteration 36Q: 3 clusters Score -3084800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3084802.750000 Penalty: 3072.404297
	Iteration 37Q: 3 clusters Score -3084803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3084804.250000 Penalty: 3072.404297
	Iteration 38F: 3 clusters Score -3084804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3084807.000000 Penalty: 3072.404297
	Iteration 39Q: 3 clusters Score -3084807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3084807.000000 Penalty: 3072.404297
	Iteration 40F: 3 clusters Score -3084807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Entering Unmasked Estep 
Score: -8892041.000000 Penalty: 1683.816895
	Iteration 0F: 2 clusters Score -8892041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -8838068.000000 Penalty: 3367.633789
	Iteration 0F: 3 clusters Score -8838068 nChanged 38709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8860510.000000 Penalty: 3367.633789
	Iteration 1F: 3 clusters Score -8860510 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8861871.000000 Penalty: 3367.633789
	Iteration 2Q: 3 clusters Score -8861871 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8863816.000000 Penalty: 3367.633789
	Iteration 3F: 3 clusters Score -8863816 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -8866660.000000 Penalty: 3367.633789
	Iteration 4F: 3 clusters Score -8866660 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -8870706.000000 Penalty: 3367.633789
	Iteration 5F: 3 clusters Score -8870706 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -8875892.000000 Penalty: 3367.633789
	Iteration 6F: 3 clusters Score -8875892 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -8880939.000000 Penalty: 3367.633789
	Iteration 7F: 3 clusters Score -8880939 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -8884900.000000 Penalty: 3367.633789
	Iteration 8F: 3 clusters Score -8884900 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -8887503.000000 Penalty: 3367.633789
	Iteration 9Q: 3 clusters Score -8887503 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
Score: -8888886.000000 Penalty: 3367.633789
	Iteration 10Q: 3 clusters Score -8888886 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -8889383.000000 Penalty: 3367.633789
	Iteration 11Q: 3 clusters Score -8889383 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -8889784.000000 Penalty: 3367.633789
	Iteration 12Q: 3 clusters Score -8889784 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -8889999.000000 Penalty: 3367.633789
	Iteration 13Q: 3 clusters Score -8889999 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -8890086.000000 Penalty: 3367.633789
	Iteration 14Q: 3 clusters Score -8890086 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -8890172.000000 Penalty: 3367.633789
	Iteration 15Q: 3 clusters Score -8890172 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -8890274.000000 Penalty: 3367.633789
	Iteration 16Q: 3 clusters Score -8890274 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -8890310.000000 Penalty: 3367.633789
	Iteration 17Q: 3 clusters Score -8890310 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -8890331.000000 Penalty: 3367.633789
	Iteration 18Q: 3 clusters Score -8890331 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -8890387.000000 Penalty: 3367.633789
	Iteration 19Q: 3 clusters Score -8890387 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 64375 members 
Entering Unmasked Estep 
Score: -8890417.000000 Penalty: 3367.633789
	Iteration 20F: 3 clusters Score -8890417 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -8890387.000000 Penalty: 3367.633789
	Iteration 21Q: 3 clusters Score -8890387 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -8890377.000000 Penalty: 3367.633789
	Iteration 22Q: 3 clusters Score -8890377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -8890365.000000 Penalty: 3367.633789
	Iteration 23Q: 3 clusters Score -8890365 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -8890368.000000 Penalty: 3367.633789
	Iteration 24Q: 3 clusters Score -8890368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -8890373.000000 Penalty: 3367.633789
	Iteration 25Q: 3 clusters Score -8890373 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -8890393.000000 Penalty: 3367.633789
	Iteration 26Q: 3 clusters Score -8890393 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -8890392.000000 Penalty: 3367.633789
	Iteration 27Q: 3 clusters Score -8890392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -8890392.000000 Penalty: 3367.633789
	Iteration 28Q: 3 clusters Score -8890392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -8890390.000000 Penalty: 3367.633789
	Iteration 29Q: 3 clusters Score -8890390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -8890400.000000 Penalty: 3367.633789
	Iteration 30Q: 3 clusters Score -8890400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -8890414.000000 Penalty: 3367.633789
	Iteration 31Q: 3 clusters Score -8890414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -8890413.000000 Penalty: 3367.633789
	Iteration 32Q: 3 clusters Score -8890413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -8890400.000000 Penalty: 3367.633789
	Iteration 33Q: 3 clusters Score -8890400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -8890391.000000 Penalty: 3367.633789
	Iteration 34Q: 3 clusters Score -8890391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -8890397.000000 Penalty: 3367.633789
	Iteration 35Q: 3 clusters Score -8890397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -8890405.000000 Penalty: 3367.633789
	Iteration 36Q: 3 clusters Score -8890405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -8890413.000000 Penalty: 3367.633789
	Iteration 37Q: 3 clusters Score -8890413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -8890409.000000 Penalty: 3367.633789
	Iteration 38Q: 3 clusters Score -8890409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -8890404.000000 Penalty: 3367.633789
	Iteration 39Q: 3 clusters Score -8890404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -8890408.000000 Penalty: 3367.633789
	Iteration 40F: 3 clusters Score -8890408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -8890391.000000 Penalty: 3367.633789
	Iteration 41Q: 3 clusters Score -8890391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -8890379.000000 Penalty: 3367.633789
	Iteration 42Q: 3 clusters Score -8890379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -8890389.000000 Penalty: 3367.633789
	Iteration 43Q: 3 clusters Score -8890389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -8890388.000000 Penalty: 3367.633789
	Iteration 44Q: 3 clusters Score -8890388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -8890382.000000 Penalty: 3367.633789
	Iteration 45Q: 3 clusters Score -8890382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -8890382.000000 Penalty: 3367.633789
	Iteration 46Q: 3 clusters Score -8890382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -8890380.000000 Penalty: 3367.633789
	Iteration 47Q: 3 clusters Score -8890380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -8890376.000000 Penalty: 3367.633789
	Iteration 48Q: 3 clusters Score -8890376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -8890377.000000 Penalty: 3367.633789
	Iteration 49Q: 3 clusters Score -8890377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -8890374.000000 Penalty: 3367.633789
	Iteration 50Q: 3 clusters Score -8890374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -8890376.000000 Penalty: 3367.633789
	Iteration 51Q: 3 clusters Score -8890376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -8890373.000000 Penalty: 3367.633789
	Iteration 52Q: 3 clusters Score -8890373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -8890367.000000 Penalty: 3367.633789
	Iteration 53Q: 3 clusters Score -8890367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -8890368.000000 Penalty: 3367.633789
	Iteration 54Q: 3 clusters Score -8890368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -8890378.000000 Penalty: 3367.633789
	Iteration 55Q: 3 clusters Score -8890378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -8890371.000000 Penalty: 3367.633789
	Iteration 56Q: 3 clusters Score -8890371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -8890371.000000 Penalty: 3367.633789
	Iteration 57F: 3 clusters Score -8890371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -112260.890625 Penalty: 1035.699707
	Iteration 0F: 2 clusters Score -112260.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -110944.937500 Penalty: 2071.399414
	Iteration 0F: 3 clusters Score -110944.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111211.953125 Penalty: 2071.399414
	Iteration 1F: 3 clusters Score -111212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -111288.070312 Penalty: 2071.399414
	Iteration 2F: 3 clusters Score -111288.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111328.250000 Penalty: 2071.399414
	Iteration 3Q: 3 clusters Score -111328.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111352.710938 Penalty: 2071.399414
	Iteration 4Q: 3 clusters Score -111352.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111360.468750 Penalty: 2071.399414
	Iteration 5Q: 3 clusters Score -111360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111365.718750 Penalty: 2071.399414
	Iteration 6Q: 3 clusters Score -111365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111371.625000 Penalty: 2071.399414
	Iteration 7Q: 3 clusters Score -111371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111380.812500 Penalty: 2071.399414
	Iteration 8Q: 3 clusters Score -111380.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111387.023438 Penalty: 2071.399414
	Iteration 9Q: 3 clusters Score -111387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -111389.328125 Penalty: 2071.399414
	Iteration 10Q: 3 clusters Score -111389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -111392.578125 Penalty: 2071.399414
	Iteration 11Q: 3 clusters Score -111392.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111397.890625 Penalty: 2071.399414
	Iteration 12Q: 3 clusters Score -111397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111399.031250 Penalty: 2071.399414
	Iteration 13Q: 3 clusters Score -111399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111399.031250 Penalty: 2071.399414
	Iteration 14F: 3 clusters Score -111399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Entering Unmasked Estep 
Score: -6123211.500000 Penalty: 1625.458130
	Iteration 0F: 2 clusters Score -6123212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -6086887.000000 Penalty: 3250.916260
	Iteration 0F: 3 clusters Score -6086887 nChanged 25736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -6101362.000000 Penalty: 3250.916260
	Iteration 1F: 3 clusters Score -6101362 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6102305.500000 Penalty: 3250.916260
	Iteration 2Q: 3 clusters Score -6102306 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -6103500.500000 Penalty: 3250.916260
	Iteration 3Q: 3 clusters Score -6103500 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -6104917.500000 Penalty: 3250.916260
	Iteration 4Q: 3 clusters Score -6104918 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -6106724.500000 Penalty: 3250.916260
	Iteration 5F: 3 clusters Score -6106724 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -6108947.500000 Penalty: 3250.916260
	Iteration 6F: 3 clusters Score -6108948 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -6111194.500000 Penalty: 3250.916260
	Iteration 7F: 3 clusters Score -6111194 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -6113362.500000 Penalty: 3250.916260
	Iteration 8Q: 3 clusters Score -6113362 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -6115154.500000 Penalty: 3250.916260
	Iteration 9Q: 3 clusters Score -6115154 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -6116378.000000 Penalty: 3250.916260
	Iteration 10Q: 3 clusters Score -6116378 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -6117190.000000 Penalty: 3250.916260
	Iteration 11Q: 3 clusters Score -6117190 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -6117836.000000 Penalty: 3250.916260
	Iteration 12Q: 3 clusters Score -6117836 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -6118417.500000 Penalty: 3250.916260
	Iteration 13Q: 3 clusters Score -6118418 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -6118919.000000 Penalty: 3250.916260
	Iteration 14Q: 3 clusters Score -6118919 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -6119370.000000 Penalty: 3250.916260
	Iteration 15Q: 3 clusters Score -6119370 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -6119791.500000 Penalty: 3250.916260
	Iteration 16Q: 3 clusters Score -6119792 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -6120124.000000 Penalty: 3250.916260
	Iteration 17Q: 3 clusters Score -6120124 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -6120452.500000 Penalty: 3250.916260
	Iteration 18Q: 3 clusters Score -6120452 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -6120737.500000 Penalty: 3250.916260
	Iteration 19Q: 3 clusters Score -6120738 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6120975.000000 Penalty: 3250.916260
	Iteration 20F: 3 clusters Score -6120975 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6121184.500000 Penalty: 3250.916260
	Iteration 21Q: 3 clusters Score -6121184 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6121404.500000 Penalty: 3250.916260
	Iteration 22Q: 3 clusters Score -6121404 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6121665.500000 Penalty: 3250.916260
	Iteration 23Q: 3 clusters Score -6121666 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6122223.000000 Penalty: 3250.916260
	Iteration 24Q: 3 clusters Score -6122223 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6123960.500000 Penalty: 3250.916260
	Iteration 25Q: 3 clusters Score -6123960 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6124835.000000 Penalty: 3250.916260
	Iteration 26Q: 3 clusters Score -6124835 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -6125864.500000 Penalty: 3250.916260
	Iteration 27Q: 3 clusters Score -6125864 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6127281.500000 Penalty: 3250.916260
	Iteration 28Q: 3 clusters Score -6127282 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -6129224.000000 Penalty: 3250.916260
	Iteration 29Q: 3 clusters Score -6129224 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -6131127.000000 Penalty: 3250.916260
	Iteration 30Q: 3 clusters Score -6131127 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -6132384.500000 Penalty: 3250.916260
	Iteration 31Q: 3 clusters Score -6132384 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -6133093.000000 Penalty: 3250.916260
	Iteration 32Q: 3 clusters Score -6133093 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -6133521.000000 Penalty: 3250.916260
	Iteration 33Q: 3 clusters Score -6133521 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -6133697.500000 Penalty: 3250.916260
	Iteration 34Q: 3 clusters Score -6133698 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -6133824.000000 Penalty: 3250.916260
	Iteration 35Q: 3 clusters Score -6133824 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -6133877.500000 Penalty: 3250.916260
	Iteration 36Q: 3 clusters Score -6133878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -6133897.500000 Penalty: 3250.916260
	Iteration 37Q: 3 clusters Score -6133898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -6133900.500000 Penalty: 3250.916260
	Iteration 38Q: 3 clusters Score -6133900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -6133901.000000 Penalty: 3250.916260
	Iteration 39Q: 3 clusters Score -6133901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -6137048.000000 Penalty: 3250.916260
	Iteration 40F: 3 clusters Score -6137048 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -6142408.500000 Penalty: 3250.916260
	Iteration 41F: 3 clusters Score -6142408 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -6147167.000000 Penalty: 3250.916260
	Iteration 42Q: 3 clusters Score -6147167 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -6150012.000000 Penalty: 3250.916260
	Iteration 43Q: 3 clusters Score -6150012 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -6150983.500000 Penalty: 3250.916260
	Iteration 44Q: 3 clusters Score -6150984 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -6151177.000000 Penalty: 3250.916260
	Iteration 45Q: 3 clusters Score -6151177 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -6151220.500000 Penalty: 3250.916260
	Iteration 46Q: 3 clusters Score -6151220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6151220.500000 Penalty: 3250.916260
	Iteration 47Q: 3 clusters Score -6151220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -6151220.500000 Penalty: 3250.916260
	Iteration 48Q: 3 clusters Score -6151220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -6151476.000000 Penalty: 3250.916260
	Iteration 49F: 3 clusters Score -6151476 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -6151732.500000 Penalty: 3250.916260
	Iteration 50Q: 3 clusters Score -6151732 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -6151916.500000 Penalty: 3250.916260
	Iteration 51Q: 3 clusters Score -6151916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -6151997.000000 Penalty: 3250.916260
	Iteration 52Q: 3 clusters Score -6151997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -6152059.500000 Penalty: 3250.916260
	Iteration 53Q: 3 clusters Score -6152060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -6152098.500000 Penalty: 3250.916260
	Iteration 54Q: 3 clusters Score -6152098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -6152148.000000 Penalty: 3250.916260
	Iteration 55Q: 3 clusters Score -6152148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -6152165.500000 Penalty: 3250.916260
	Iteration 56Q: 3 clusters Score -6152166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -6152186.000000 Penalty: 3250.916260
	Iteration 57Q: 3 clusters Score -6152186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -6152217.000000 Penalty: 3250.916260
	Iteration 58Q: 3 clusters Score -6152217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -6152209.500000 Penalty: 3250.916260
	Iteration 59Q: 3 clusters Score -6152210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -6152230.000000 Penalty: 3250.916260
	Iteration 60F: 3 clusters Score -6152230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -6152225.000000 Penalty: 3250.916260
	Iteration 61Q: 3 clusters Score -6152225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -6152254.000000 Penalty: 3250.916260
	Iteration 62Q: 3 clusters Score -6152254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -6152263.500000 Penalty: 3250.916260
	Iteration 63Q: 3 clusters Score -6152264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -6152261.500000 Penalty: 3250.916260
	Iteration 64Q: 3 clusters Score -6152262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -6152272.000000 Penalty: 3250.916260
	Iteration 65Q: 3 clusters Score -6152272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -6152261.000000 Penalty: 3250.916260
	Iteration 66Q: 3 clusters Score -6152261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -6152252.500000 Penalty: 3250.916260
	Iteration 67Q: 3 clusters Score -6152252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -6152248.500000 Penalty: 3250.916260
	Iteration 68Q: 3 clusters Score -6152248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -6152247.500000 Penalty: 3250.916260
	Iteration 69Q: 3 clusters Score -6152248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -6152250.000000 Penalty: 3250.916260
	Iteration 70Q: 3 clusters Score -6152250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -6152250.000000 Penalty: 3250.916260
	Iteration 71F: 3 clusters Score -6152250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 62877 members 
Mstep: Class 3 contains 25842 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 51895 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 40174 members 
Mstep: Class 8 contains 30453 members 
Mstep: Class 9 contains 82123 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 34676 members 
Mstep: Class 12 contains 31252 members 
Mstep: Class 13 contains 92637 members 
Mstep: Class 14 contains 132413 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 64423 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 20804 members 
Entering Unmasked Estep 
Score: -78556672.000000 Penalty: 40198.480469
Splitting cluster 11 changes total score from -78506488.000000 to -78556672.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (31252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Entering Unmasked Estep 
Score: -3466702.250000 Penalty: 1540.055908
	Iteration 0F: 2 clusters Score -3466702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3446375.000000 Penalty: 3080.111816
	Iteration 0F: 3 clusters Score -3446375 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3453931.250000 Penalty: 3080.111816
	Iteration 1F: 3 clusters Score -3453931 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3454357.250000 Penalty: 3080.111816
	Iteration 2Q: 3 clusters Score -3454357 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3454706.250000 Penalty: 3080.111816
	Iteration 3Q: 3 clusters Score -3454706 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3455025.000000 Penalty: 3080.111816
	Iteration 4Q: 3 clusters Score -3455025 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3455297.000000 Penalty: 3080.111816
	Iteration 5Q: 3 clusters Score -3455297 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3455516.500000 Penalty: 3080.111816
	Iteration 6Q: 3 clusters Score -3455516 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3455742.750000 Penalty: 3080.111816
	Iteration 7Q: 3 clusters Score -3455743 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3455991.500000 Penalty: 3080.111816
	Iteration 8Q: 3 clusters Score -3455992 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3456283.750000 Penalty: 3080.111816
	Iteration 9Q: 3 clusters Score -3456284 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3456722.500000 Penalty: 3080.111816
	Iteration 10Q: 3 clusters Score -3456722 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3457359.250000 Penalty: 3080.111816
	Iteration 11Q: 3 clusters Score -3457359 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3458216.750000 Penalty: 3080.111816
	Iteration 12Q: 3 clusters Score -3458217 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3459411.500000 Penalty: 3080.111816
	Iteration 13F: 3 clusters Score -3459412 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -3460959.250000 Penalty: 3080.111816
	Iteration 14F: 3 clusters Score -3460959 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3462672.750000 Penalty: 3080.111816
	Iteration 15F: 3 clusters Score -3462673 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3463944.750000 Penalty: 3080.111816
	Iteration 16Q: 3 clusters Score -3463945 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3464719.250000 Penalty: 3080.111816
	Iteration 17Q: 3 clusters Score -3464719 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3465230.000000 Penalty: 3080.111816
	Iteration 18Q: 3 clusters Score -3465230 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3465950.500000 Penalty: 3080.111816
	Iteration 19Q: 3 clusters Score -3465950 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3466107.750000 Penalty: 3080.111816
	Iteration 20F: 3 clusters Score -3466108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3466236.250000 Penalty: 3080.111816
	Iteration 21Q: 3 clusters Score -3466236 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3466388.000000 Penalty: 3080.111816
	Iteration 22Q: 3 clusters Score -3466388 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3466547.750000 Penalty: 3080.111816
	Iteration 23Q: 3 clusters Score -3466548 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3466760.250000 Penalty: 3080.111816
	Iteration 24Q: 3 clusters Score -3466760 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3466993.000000 Penalty: 3080.111816
	Iteration 25Q: 3 clusters Score -3466993 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3467306.250000 Penalty: 3080.111816
	Iteration 26Q: 3 clusters Score -3467306 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3467831.250000 Penalty: 3080.111816
	Iteration 27Q: 3 clusters Score -3467831 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3468599.750000 Penalty: 3080.111816
	Iteration 28Q: 3 clusters Score -3468600 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3469792.750000 Penalty: 3080.111816
	Iteration 29Q: 3 clusters Score -3469793 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3471366.500000 Penalty: 3080.111816
	Iteration 30Q: 3 clusters Score -3471366 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3474453.250000 Penalty: 3080.111816
	Iteration 31F: 3 clusters Score -3474453 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3480766.000000 Penalty: 3080.111816
	Iteration 32F: 3 clusters Score -3480766 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3492060.500000 Penalty: 3080.111816
	Iteration 33F: 3 clusters Score -3492060 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3501492.000000 Penalty: 3080.111816
	Iteration 34Q: 3 clusters Score -3501492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3501530.250000 Penalty: 3080.111816
	Iteration 35Q: 3 clusters Score -3501530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3501532.000000 Penalty: 3080.111816
	Iteration 36Q: 3 clusters Score -3501532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3501532.000000 Penalty: 3080.111816
	Iteration 37F: 3 clusters Score -3501532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 62877 members 
Mstep: Class 3 contains 25842 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 51895 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 40174 members 
Mstep: Class 8 contains 30453 members 
Mstep: Class 9 contains 82123 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 34676 members 
Mstep: Class 12 contains 17520 members 
Mstep: Class 13 contains 92637 members 
Mstep: Class 14 contains 132413 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 64423 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 20804 members 
Mstep: Class 21 contains 13732 members 
Entering Unmasked Estep 
Score: -78590936.000000 Penalty: 42208.406250
Splitting cluster 12 changes total score from -78506488.000000 to -78590936.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 13 (92637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92637 members 
Entering Unmasked Estep 
Score: -10276176.000000 Penalty: 1701.742920
	Iteration 0F: 2 clusters Score -1.027618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -10215321.000000 Penalty: 3403.485840
	Iteration 0F: 3 clusters Score -1.021532e+07 nChanged 44002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -10240451.000000 Penalty: 3403.485840
	Iteration 1F: 3 clusters Score -1.024045e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -10241390.000000 Penalty: 3403.485840
	Iteration 2Q: 3 clusters Score -1.024139e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -10242446.000000 Penalty: 3403.485840
	Iteration 3Q: 3 clusters Score -1.024245e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -10243673.000000 Penalty: 3403.485840
	Iteration 4Q: 3 clusters Score -1.024367e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -10245112.000000 Penalty: 3403.485840
	Iteration 5Q: 3 clusters Score -1.024511e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -10246929.000000 Penalty: 3403.485840
	Iteration 6Q: 3 clusters Score -1.024693e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -10249572.000000 Penalty: 3403.485840
	Iteration 7F: 3 clusters Score -1.024957e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -10253161.000000 Penalty: 3403.485840
	Iteration 8F: 3 clusters Score -1.025316e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -10257817.000000 Penalty: 3403.485840
	Iteration 9F: 3 clusters Score -1.025782e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -10262593.000000 Penalty: 3403.485840
	Iteration 10F: 3 clusters Score -1.026259e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -10266872.000000 Penalty: 3403.485840
	Iteration 11F: 3 clusters Score -1.026687e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -10270048.000000 Penalty: 3403.485840
	Iteration 12Q: 3 clusters Score -1.027005e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -10272086.000000 Penalty: 3403.485840
	Iteration 13Q: 3 clusters Score -1.027209e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -10273369.000000 Penalty: 3403.485840
	Iteration 14Q: 3 clusters Score -1.027337e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10274002.000000 Penalty: 3403.485840
	Iteration 15Q: 3 clusters Score -1.0274e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10274380.000000 Penalty: 3403.485840
	Iteration 16Q: 3 clusters Score -1.027438e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10274582.000000 Penalty: 3403.485840
	Iteration 17Q: 3 clusters Score -1.027458e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10274694.000000 Penalty: 3403.485840
	Iteration 18Q: 3 clusters Score -1.027469e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91821 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10274813.000000 Penalty: 3403.485840
	Iteration 19Q: 3 clusters Score -1.027481e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91903 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10274881.000000 Penalty: 3403.485840
	Iteration 20F: 3 clusters Score -1.027488e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91953 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10274906.000000 Penalty: 3403.485840
	Iteration 21Q: 3 clusters Score -1.027491e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10274932.000000 Penalty: 3403.485840
	Iteration 22Q: 3 clusters Score -1.027493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10274964.000000 Penalty: 3403.485840
	Iteration 23Q: 3 clusters Score -1.027496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10274977.000000 Penalty: 3403.485840
	Iteration 24Q: 3 clusters Score -1.027498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10274990.000000 Penalty: 3403.485840
	Iteration 25Q: 3 clusters Score -1.027499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92064 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10274988.000000 Penalty: 3403.485840
	Iteration 26Q: 3 clusters Score -1.027499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10274999.000000 Penalty: 3403.485840
	Iteration 27Q: 3 clusters Score -1.0275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10275011.000000 Penalty: 3403.485840
	Iteration 28Q: 3 clusters Score -1.027501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10275012.000000 Penalty: 3403.485840
	Iteration 29Q: 3 clusters Score -1.027501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10275024.000000 Penalty: 3403.485840
	Iteration 30Q: 3 clusters Score -1.027502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10275027.000000 Penalty: 3403.485840
	Iteration 31Q: 3 clusters Score -1.027503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10275021.000000 Penalty: 3403.485840
	Iteration 32Q: 3 clusters Score -1.027502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10275039.000000 Penalty: 3403.485840
	Iteration 33Q: 3 clusters Score -1.027504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10275060.000000 Penalty: 3403.485840
	Iteration 34Q: 3 clusters Score -1.027506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10275057.000000 Penalty: 3403.485840
	Iteration 35Q: 3 clusters Score -1.027506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10275060.000000 Penalty: 3403.485840
	Iteration 36Q: 3 clusters Score -1.027506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10275065.000000 Penalty: 3403.485840
	Iteration 37Q: 3 clusters Score -1.027506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10275070.000000 Penalty: 3403.485840
	Iteration 38Q: 3 clusters Score -1.027507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10275070.000000 Penalty: 3403.485840
	Iteration 39Q: 3 clusters Score -1.027507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10275072.000000 Penalty: 3403.485840
	Iteration 40F: 3 clusters Score -1.027507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (132413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132413 members 
Entering Unmasked Estep 
Score: -14545598.000000 Penalty: 1754.899780
	Iteration 0F: 2 clusters Score -1.45456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -14459066.000000 Penalty: 3509.799561
	Iteration 0F: 3 clusters Score -1.445907e+07 nChanged 63050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 63010 members 
Entering Unmasked Estep 
Score: -14495961.000000 Penalty: 3509.799561
	Iteration 1F: 3 clusters Score -1.449596e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -14496987.000000 Penalty: 3509.799561
	Iteration 2Q: 3 clusters Score -1.449699e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -14498413.000000 Penalty: 3509.799561
	Iteration 3Q: 3 clusters Score -1.449841e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -14500547.000000 Penalty: 3509.799561
	Iteration 4Q: 3 clusters Score -1.450055e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -14503939.000000 Penalty: 3509.799561
	Iteration 5Q: 3 clusters Score -1.450394e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92462 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -14509441.000000 Penalty: 3509.799561
	Iteration 6F: 3 clusters Score -1.450944e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -14517459.000000 Penalty: 3509.799561
	Iteration 7F: 3 clusters Score -1.451746e+07 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114247 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -14527194.000000 Penalty: 3509.799561
	Iteration 8F: 3 clusters Score -1.452719e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123765 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -14536101.000000 Penalty: 3509.799561
	Iteration 9F: 3 clusters Score -1.45361e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129245 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -14541235.000000 Penalty: 3509.799561
	Iteration 10Q: 3 clusters Score -1.454124e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131290 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14543168.000000 Penalty: 3509.799561
	Iteration 11Q: 3 clusters Score -1.454317e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131902 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -14543738.000000 Penalty: 3509.799561
	Iteration 12Q: 3 clusters Score -1.454374e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132060 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14543915.000000 Penalty: 3509.799561
	Iteration 13Q: 3 clusters Score -1.454392e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132111 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14543995.000000 Penalty: 3509.799561
	Iteration 14Q: 3 clusters Score -1.4544e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132137 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14544046.000000 Penalty: 3509.799561
	Iteration 15Q: 3 clusters Score -1.454405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132153 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14544067.000000 Penalty: 3509.799561
	Iteration 16Q: 3 clusters Score -1.454407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132162 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14544086.000000 Penalty: 3509.799561
	Iteration 17Q: 3 clusters Score -1.454409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132169 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14544102.000000 Penalty: 3509.799561
	Iteration 18Q: 3 clusters Score -1.45441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14544130.000000 Penalty: 3509.799561
	Iteration 19Q: 3 clusters Score -1.454413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132180 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14544154.000000 Penalty: 3509.799561
	Iteration 20F: 3 clusters Score -1.454415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132185 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14544164.000000 Penalty: 3509.799561
	Iteration 21Q: 3 clusters Score -1.454416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132184 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14544174.000000 Penalty: 3509.799561
	Iteration 22Q: 3 clusters Score -1.454417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132184 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14544180.000000 Penalty: 3509.799561
	Iteration 23Q: 3 clusters Score -1.454418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132186 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14544174.000000 Penalty: 3509.799561
	Iteration 24Q: 3 clusters Score -1.454417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132188 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -14544189.000000 Penalty: 3509.799561
	Iteration 25Q: 3 clusters Score -1.454419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132191 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14544200.000000 Penalty: 3509.799561
	Iteration 26Q: 3 clusters Score -1.45442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132192 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14544201.000000 Penalty: 3509.799561
	Iteration 27Q: 3 clusters Score -1.45442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14544206.000000 Penalty: 3509.799561
	Iteration 28Q: 3 clusters Score -1.454421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14544216.000000 Penalty: 3509.799561
	Iteration 29Q: 3 clusters Score -1.454422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132193 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14544228.000000 Penalty: 3509.799561
	Iteration 30Q: 3 clusters Score -1.454423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14544221.000000 Penalty: 3509.799561
	Iteration 31Q: 3 clusters Score -1.454422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14544221.000000 Penalty: 3509.799561
	Iteration 32F: 3 clusters Score -1.454422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -125111.781250 Penalty: 1047.240479
	Iteration 0F: 2 clusters Score -125111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -123758.359375 Penalty: 2094.480957
	Iteration 0F: 3 clusters Score -123758.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -124052.453125 Penalty: 2094.480957
	Iteration 1F: 3 clusters Score -124052.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -124135.414062 Penalty: 2094.480957
	Iteration 2F: 3 clusters Score -124135.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -124172.117188 Penalty: 2094.480957
	Iteration 3Q: 3 clusters Score -124172.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124191.125000 Penalty: 2094.480957
	Iteration 4Q: 3 clusters Score -124191.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124198.835938 Penalty: 2094.480957
	Iteration 5Q: 3 clusters Score -124198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -124203.890625 Penalty: 2094.480957
	Iteration 6Q: 3 clusters Score -124203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124208.546875 Penalty: 2094.480957
	Iteration 7Q: 3 clusters Score -124208.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -124212.828125 Penalty: 2094.480957
	Iteration 8Q: 3 clusters Score -124212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -124217.382812 Penalty: 2094.480957
	Iteration 9Q: 3 clusters Score -124217.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -124228.273438 Penalty: 2094.480957
	Iteration 10Q: 3 clusters Score -124228.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124235.648438 Penalty: 2094.480957
	Iteration 11Q: 3 clusters Score -124235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -124238.890625 Penalty: 2094.480957
	Iteration 12Q: 3 clusters Score -124238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124239.195312 Penalty: 2094.480957
	Iteration 13Q: 3 clusters Score -124239.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124239.195312 Penalty: 2094.480957
	Iteration 14F: 3 clusters Score -124239.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -976792.875000 Penalty: 1359.475952
	Iteration 0F: 2 clusters Score -976792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -970449.625000 Penalty: 2718.951904
	Iteration 0F: 3 clusters Score -970449.6 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -972562.250000 Penalty: 2718.951904
	Iteration 1F: 3 clusters Score -972562.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -972899.125000 Penalty: 2718.951904
	Iteration 2F: 3 clusters Score -972899.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -973100.250000 Penalty: 2718.951904
	Iteration 3Q: 3 clusters Score -973100.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -973243.750000 Penalty: 2718.951904
	Iteration 4Q: 3 clusters Score -973243.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -973360.062500 Penalty: 2718.951904
	Iteration 5Q: 3 clusters Score -973360.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -973457.250000 Penalty: 2718.951904
	Iteration 6Q: 3 clusters Score -973457.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -973540.875000 Penalty: 2718.951904
	Iteration 7Q: 3 clusters Score -973540.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -973625.687500 Penalty: 2718.951904
	Iteration 8Q: 3 clusters Score -973625.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -973719.250000 Penalty: 2718.951904
	Iteration 9Q: 3 clusters Score -973719.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -973821.375000 Penalty: 2718.951904
	Iteration 10Q: 3 clusters Score -973821.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -973965.625000 Penalty: 2718.951904
	Iteration 11Q: 3 clusters Score -973965.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -974133.562500 Penalty: 2718.951904
	Iteration 12Q: 3 clusters Score -974133.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -974362.062500 Penalty: 2718.951904
	Iteration 13Q: 3 clusters Score -974362.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -974606.500000 Penalty: 2718.951904
	Iteration 14Q: 3 clusters Score -974606.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -974842.562500 Penalty: 2718.951904
	Iteration 15Q: 3 clusters Score -974842.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -975035.687500 Penalty: 2718.951904
	Iteration 16Q: 3 clusters Score -975035.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -975177.812500 Penalty: 2718.951904
	Iteration 17Q: 3 clusters Score -975177.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -975281.187500 Penalty: 2718.951904
	Iteration 18Q: 3 clusters Score -975281.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -975364.937500 Penalty: 2718.951904
	Iteration 19Q: 3 clusters Score -975364.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -975435.250000 Penalty: 2718.951904
	Iteration 20F: 3 clusters Score -975435.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -975490.062500 Penalty: 2718.951904
	Iteration 21Q: 3 clusters Score -975490.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -975541.812500 Penalty: 2718.951904
	Iteration 22Q: 3 clusters Score -975541.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -975581.375000 Penalty: 2718.951904
	Iteration 23Q: 3 clusters Score -975581.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -975611.687500 Penalty: 2718.951904
	Iteration 24Q: 3 clusters Score -975611.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -975630.750000 Penalty: 2718.951904
	Iteration 25Q: 3 clusters Score -975630.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -975649.437500 Penalty: 2718.951904
	Iteration 26Q: 3 clusters Score -975649.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -975666.812500 Penalty: 2718.951904
	Iteration 27Q: 3 clusters Score -975666.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -975681.562500 Penalty: 2718.951904
	Iteration 28Q: 3 clusters Score -975681.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -975690.625000 Penalty: 2718.951904
	Iteration 29Q: 3 clusters Score -975690.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -975700.625000 Penalty: 2718.951904
	Iteration 30Q: 3 clusters Score -975700.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -975704.937500 Penalty: 2718.951904
	Iteration 31Q: 3 clusters Score -975704.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -975710.562500 Penalty: 2718.951904
	Iteration 32Q: 3 clusters Score -975710.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -975715.437500 Penalty: 2718.951904
	Iteration 33Q: 3 clusters Score -975715.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -975725.562500 Penalty: 2718.951904
	Iteration 34Q: 3 clusters Score -975725.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -975726.937500 Penalty: 2718.951904
	Iteration 35Q: 3 clusters Score -975726.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -975729.250000 Penalty: 2718.951904
	Iteration 36Q: 3 clusters Score -975729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -975730.187500 Penalty: 2718.951904
	Iteration 37Q: 3 clusters Score -975730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -975730.562500 Penalty: 2718.951904
	Iteration 38Q: 3 clusters Score -975730.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -975732.687500 Penalty: 2718.951904
	Iteration 39Q: 3 clusters Score -975732.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -975736.687500 Penalty: 2718.951904
	Iteration 40F: 3 clusters Score -975736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -975735.750000 Penalty: 2718.951904
	Iteration 41Q: 3 clusters Score -975735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -975736.687500 Penalty: 2718.951904
	Iteration 42Q: 3 clusters Score -975736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -975737.500000 Penalty: 2718.951904
	Iteration 43Q: 3 clusters Score -975737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -975738.437500 Penalty: 2718.951904
	Iteration 44Q: 3 clusters Score -975738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -975740.625000 Penalty: 2718.951904
	Iteration 45Q: 3 clusters Score -975740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -975740.500000 Penalty: 2718.951904
	Iteration 46Q: 3 clusters Score -975740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -975741.437500 Penalty: 2718.951904
	Iteration 47Q: 3 clusters Score -975741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -975744.812500 Penalty: 2718.951904
	Iteration 48Q: 3 clusters Score -975744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -975745.687500 Penalty: 2718.951904
	Iteration 49Q: 3 clusters Score -975745.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -975747.250000 Penalty: 2718.951904
	Iteration 50Q: 3 clusters Score -975747.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -975749.687500 Penalty: 2718.951904
	Iteration 51Q: 3 clusters Score -975749.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -975753.937500 Penalty: 2718.951904
	Iteration 52Q: 3 clusters Score -975753.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -975756.125000 Penalty: 2718.951904
	Iteration 53Q: 3 clusters Score -975756.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -975757.625000 Penalty: 2718.951904
	Iteration 54Q: 3 clusters Score -975757.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -975758.750000 Penalty: 2718.951904
	Iteration 55Q: 3 clusters Score -975758.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -975760.687500 Penalty: 2718.951904
	Iteration 56Q: 3 clusters Score -975760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -975762.125000 Penalty: 2718.951904
	Iteration 57Q: 3 clusters Score -975762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -975762.000000 Penalty: 2718.951904
	Iteration 58Q: 3 clusters Score -975762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -975763.062500 Penalty: 2718.951904
	Iteration 59Q: 3 clusters Score -975763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -975762.750000 Penalty: 2718.951904
	Iteration 60F: 3 clusters Score -975762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -975765.437500 Penalty: 2718.951904
	Iteration 61Q: 3 clusters Score -975765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -975764.937500 Penalty: 2718.951904
	Iteration 62Q: 3 clusters Score -975764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -975768.375000 Penalty: 2718.951904
	Iteration 63Q: 3 clusters Score -975768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -975767.250000 Penalty: 2718.951904
	Iteration 64Q: 3 clusters Score -975767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -975770.062500 Penalty: 2718.951904
	Iteration 65Q: 3 clusters Score -975770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -975769.937500 Penalty: 2718.951904
	Iteration 66Q: 3 clusters Score -975769.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -975769.937500 Penalty: 2718.951904
	Iteration 67F: 3 clusters Score -975769.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Entering Unmasked Estep 
Score: -7084751.000000 Penalty: 1647.696045
	Iteration 0F: 2 clusters Score -7084751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -7042605.000000 Penalty: 3295.392090
	Iteration 0F: 3 clusters Score -7042605 nChanged 30057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -7059440.500000 Penalty: 3295.392090
	Iteration 1F: 3 clusters Score -7059440 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -7060042.500000 Penalty: 3295.392090
	Iteration 2Q: 3 clusters Score -7060042 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -7060688.500000 Penalty: 3295.392090
	Iteration 3Q: 3 clusters Score -7060688 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -7061364.500000 Penalty: 3295.392090
	Iteration 4Q: 3 clusters Score -7061364 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -7062169.500000 Penalty: 3295.392090
	Iteration 5Q: 3 clusters Score -7062170 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -7063141.000000 Penalty: 3295.392090
	Iteration 6Q: 3 clusters Score -7063141 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -7064408.000000 Penalty: 3295.392090
	Iteration 7Q: 3 clusters Score -7064408 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -7066060.500000 Penalty: 3295.392090
	Iteration 8Q: 3 clusters Score -7066060 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -7068326.500000 Penalty: 3295.392090
	Iteration 9F: 3 clusters Score -7068326 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -7071246.000000 Penalty: 3295.392090
	Iteration 10F: 3 clusters Score -7071246 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -7075270.000000 Penalty: 3295.392090
	Iteration 11F: 3 clusters Score -7075270 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -7082100.000000 Penalty: 3295.392090
	Iteration 12Q: 3 clusters Score -7082100 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -7087070.000000 Penalty: 3295.392090
	Iteration 13Q: 3 clusters Score -7087070 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -7089632.000000 Penalty: 3295.392090
	Iteration 14Q: 3 clusters Score -7089632 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -7092495.000000 Penalty: 3295.392090
	Iteration 15Q: 3 clusters Score -7092495 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -7097140.000000 Penalty: 3295.392090
	Iteration 16Q: 3 clusters Score -7097140 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -7105174.000000 Penalty: 3295.392090
	Iteration 17F: 3 clusters Score -7105174 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -7110638.500000 Penalty: 3295.392090
	Iteration 18Q: 3 clusters Score -7110638 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -7110944.000000 Penalty: 3295.392090
	Iteration 19Q: 3 clusters Score -7110944 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -7110972.500000 Penalty: 3295.392090
	Iteration 20F: 3 clusters Score -7110972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -7110978.000000 Penalty: 3295.392090
	Iteration 21Q: 3 clusters Score -7110978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -7110983.000000 Penalty: 3295.392090
	Iteration 22Q: 3 clusters Score -7110983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -7110978.000000 Penalty: 3295.392090
	Iteration 23Q: 3 clusters Score -7110978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -7110978.000000 Penalty: 3295.392090
	Iteration 24F: 3 clusters Score -7110978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 62877 members 
Mstep: Class 3 contains 25842 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 51895 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 40174 members 
Mstep: Class 8 contains 30453 members 
Mstep: Class 9 contains 82123 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 34676 members 
Mstep: Class 12 contains 17520 members 
Mstep: Class 13 contains 92637 members 
Mstep: Class 14 contains 132413 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 43567 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 20804 members 
Mstep: Class 21 contains 13732 members 
Mstep: Class 22 contains 20856 members 
Entering Unmasked Estep 
Score: -78616576.000000 Penalty: 44218.332031
Splitting cluster 17 changes total score from -78506488.000000 to -78616576.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 18 (12560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Entering Unmasked Estep 
Score: -1291051.500000 Penalty: 1404.414917
	Iteration 0F: 2 clusters Score -1291052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1282770.625000 Penalty: 2808.829834
	Iteration 0F: 3 clusters Score -1282771 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1285693.000000 Penalty: 2808.829834
	Iteration 1F: 3 clusters Score -1285693 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1286249.000000 Penalty: 2808.829834
	Iteration 2F: 3 clusters Score -1286249 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1286822.250000 Penalty: 2808.829834
	Iteration 3F: 3 clusters Score -1286822 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1287425.125000 Penalty: 2808.829834
	Iteration 4F: 3 clusters Score -1287425 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1288077.250000 Penalty: 2808.829834
	Iteration 5F: 3 clusters Score -1288077 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1288757.875000 Penalty: 2808.829834
	Iteration 6F: 3 clusters Score -1288758 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1289271.125000 Penalty: 2808.829834
	Iteration 7F: 3 clusters Score -1289271 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1289646.125000 Penalty: 2808.829834
	Iteration 8Q: 3 clusters Score -1289646 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1289887.750000 Penalty: 2808.829834
	Iteration 9Q: 3 clusters Score -1289888 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1290056.125000 Penalty: 2808.829834
	Iteration 10Q: 3 clusters Score -1290056 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1290180.875000 Penalty: 2808.829834
	Iteration 11Q: 3 clusters Score -1290181 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1290264.375000 Penalty: 2808.829834
	Iteration 12Q: 3 clusters Score -1290264 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1290339.375000 Penalty: 2808.829834
	Iteration 13Q: 3 clusters Score -1290339 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1290398.250000 Penalty: 2808.829834
	Iteration 14Q: 3 clusters Score -1290398 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1290444.125000 Penalty: 2808.829834
	Iteration 15Q: 3 clusters Score -1290444 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1290499.250000 Penalty: 2808.829834
	Iteration 16Q: 3 clusters Score -1290499 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1290550.000000 Penalty: 2808.829834
	Iteration 17Q: 3 clusters Score -1290550 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1290596.500000 Penalty: 2808.829834
	Iteration 18Q: 3 clusters Score -1290596 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1290661.250000 Penalty: 2808.829834
	Iteration 19Q: 3 clusters Score -1290661 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1290729.500000 Penalty: 2808.829834
	Iteration 20F: 3 clusters Score -1290730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1290806.375000 Penalty: 2808.829834
	Iteration 21Q: 3 clusters Score -1290806 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1290879.125000 Penalty: 2808.829834
	Iteration 22Q: 3 clusters Score -1290879 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1290966.500000 Penalty: 2808.829834
	Iteration 23Q: 3 clusters Score -1290966 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1291058.250000 Penalty: 2808.829834
	Iteration 24Q: 3 clusters Score -1291058 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1291152.875000 Penalty: 2808.829834
	Iteration 25Q: 3 clusters Score -1291153 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1291270.125000 Penalty: 2808.829834
	Iteration 26Q: 3 clusters Score -1291270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1291375.500000 Penalty: 2808.829834
	Iteration 27Q: 3 clusters Score -1291376 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1291451.125000 Penalty: 2808.829834
	Iteration 28Q: 3 clusters Score -1291451 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1291516.625000 Penalty: 2808.829834
	Iteration 29Q: 3 clusters Score -1291517 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1291599.125000 Penalty: 2808.829834
	Iteration 30Q: 3 clusters Score -1291599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1291649.250000 Penalty: 2808.829834
	Iteration 31Q: 3 clusters Score -1291649 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1291689.125000 Penalty: 2808.829834
	Iteration 32Q: 3 clusters Score -1291689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1291715.875000 Penalty: 2808.829834
	Iteration 33Q: 3 clusters Score -1291716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1291741.125000 Penalty: 2808.829834
	Iteration 34Q: 3 clusters Score -1291741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1291761.250000 Penalty: 2808.829834
	Iteration 35Q: 3 clusters Score -1291761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1291787.125000 Penalty: 2808.829834
	Iteration 36Q: 3 clusters Score -1291787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1291804.000000 Penalty: 2808.829834
	Iteration 37Q: 3 clusters Score -1291804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1291803.875000 Penalty: 2808.829834
	Iteration 38Q: 3 clusters Score -1291804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1291812.750000 Penalty: 2808.829834
	Iteration 39Q: 3 clusters Score -1291813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1291860.375000 Penalty: 2808.829834
	Iteration 40F: 3 clusters Score -1291860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1291943.750000 Penalty: 2808.829834
	Iteration 41Q: 3 clusters Score -1291944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1292039.625000 Penalty: 2808.829834
	Iteration 42Q: 3 clusters Score -1292040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1292078.250000 Penalty: 2808.829834
	Iteration 43Q: 3 clusters Score -1292078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1292095.625000 Penalty: 2808.829834
	Iteration 44Q: 3 clusters Score -1292096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1292107.375000 Penalty: 2808.829834
	Iteration 45Q: 3 clusters Score -1292107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1292123.750000 Penalty: 2808.829834
	Iteration 46Q: 3 clusters Score -1292124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1292146.250000 Penalty: 2808.829834
	Iteration 47Q: 3 clusters Score -1292146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1292160.000000 Penalty: 2808.829834
	Iteration 48Q: 3 clusters Score -1292160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1292168.250000 Penalty: 2808.829834
	Iteration 49Q: 3 clusters Score -1292168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1292175.125000 Penalty: 2808.829834
	Iteration 50Q: 3 clusters Score -1292175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1292181.625000 Penalty: 2808.829834
	Iteration 51Q: 3 clusters Score -1292182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1292184.500000 Penalty: 2808.829834
	Iteration 52Q: 3 clusters Score -1292184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1292190.375000 Penalty: 2808.829834
	Iteration 53Q: 3 clusters Score -1292190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1292190.375000 Penalty: 2808.829834
	Iteration 54Q: 3 clusters Score -1292190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1292191.500000 Penalty: 2808.829834
	Iteration 55Q: 3 clusters Score -1292192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1292191.250000 Penalty: 2808.829834
	Iteration 56Q: 3 clusters Score -1292191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1292193.875000 Penalty: 2808.829834
	Iteration 57Q: 3 clusters Score -1292194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1292193.250000 Penalty: 2808.829834
	Iteration 58Q: 3 clusters Score -1292193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1292193.875000 Penalty: 2808.829834
	Iteration 59Q: 3 clusters Score -1292194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1292194.500000 Penalty: 2808.829834
	Iteration 60F: 3 clusters Score -1292194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1292193.750000 Penalty: 2808.829834
	Iteration 61Q: 3 clusters Score -1292194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1292191.375000 Penalty: 2808.829834
	Iteration 62Q: 3 clusters Score -1292191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1292193.875000 Penalty: 2808.829834
	Iteration 63Q: 3 clusters Score -1292194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1292193.000000 Penalty: 2808.829834
	Iteration 64Q: 3 clusters Score -1292193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1292193.500000 Penalty: 2808.829834
	Iteration 65Q: 3 clusters Score -1292194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1292193.500000 Penalty: 2808.829834
	Iteration 66F: 3 clusters Score -1292194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 62877 members 
Mstep: Class 3 contains 25842 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 51895 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 40174 members 
Mstep: Class 8 contains 30453 members 
Mstep: Class 9 contains 82123 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 34676 members 
Mstep: Class 12 contains 17520 members 
Mstep: Class 13 contains 92637 members 
Mstep: Class 14 contains 132413 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 43567 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 20 contains 20804 members 
Mstep: Class 21 contains 13732 members 
Mstep: Class 22 contains 20856 members 
Mstep: Class 23 contains 2899 members 
Entering Unmasked Estep 
Score: -78617248.000000 Penalty: 46228.253906
Splitting cluster 18 changes total score from -78506488.000000 to -78617248.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -214103.062500 Penalty: 1129.518799
	Iteration 0F: 2 clusters Score -214103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -212231.765625 Penalty: 2259.037598
	Iteration 0F: 3 clusters Score -212231.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -212709.968750 Penalty: 2259.037598
	Iteration 1F: 3 clusters Score -212710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -212840.062500 Penalty: 2259.037598
	Iteration 2F: 3 clusters Score -212840.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -212902.375000 Penalty: 2259.037598
	Iteration 3Q: 3 clusters Score -212902.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -212937.031250 Penalty: 2259.037598
	Iteration 4Q: 3 clusters Score -212937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -212962.453125 Penalty: 2259.037598
	Iteration 5Q: 3 clusters Score -212962.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -212980.328125 Penalty: 2259.037598
	Iteration 6Q: 3 clusters Score -212980.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -212989.031250 Penalty: 2259.037598
	Iteration 7Q: 3 clusters Score -212989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -213000.796875 Penalty: 2259.037598
	Iteration 8Q: 3 clusters Score -213000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -213013.546875 Penalty: 2259.037598
	Iteration 9Q: 3 clusters Score -213013.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -213021.421875 Penalty: 2259.037598
	Iteration 10Q: 3 clusters Score -213021.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -213026.562500 Penalty: 2259.037598
	Iteration 11Q: 3 clusters Score -213026.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -213035.203125 Penalty: 2259.037598
	Iteration 12Q: 3 clusters Score -213035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213043.890625 Penalty: 2259.037598
	Iteration 13Q: 3 clusters Score -213043.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213049.984375 Penalty: 2259.037598
	Iteration 14Q: 3 clusters Score -213050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -213052.078125 Penalty: 2259.037598
	Iteration 15Q: 3 clusters Score -213052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -213055.109375 Penalty: 2259.037598
	Iteration 16Q: 3 clusters Score -213055.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -213057.046875 Penalty: 2259.037598
	Iteration 17Q: 3 clusters Score -213057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -213059.218750 Penalty: 2259.037598
	Iteration 18Q: 3 clusters Score -213059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -213061.703125 Penalty: 2259.037598
	Iteration 19Q: 3 clusters Score -213061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213062.296875 Penalty: 2259.037598
	Iteration 20F: 3 clusters Score -213062.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213063.375000 Penalty: 2259.037598
	Iteration 21Q: 3 clusters Score -213063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -213063.453125 Penalty: 2259.037598
	Iteration 22Q: 3 clusters Score -213063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -213063.453125 Penalty: 2259.037598
	Iteration 23F: 3 clusters Score -213063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 62877 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 6 contains 15993 members 
Mstep: Class 7 contains 40174 members 
Mstep: Class 8 contains 30453 members 
Mstep: Class 9 contains 82123 members 
Mstep: Class 10 contains 1054 members 
Mstep: Class 11 contains 34676 members 
Mstep: Class 12 contains 17520 members 
Mstep: Class 13 contains 92637 members 
Mstep: Class 14 contains 132413 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 43567 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78629960.000000 Penalty: 46228.253906
Iteration 39Q: 24 clusters Score -7.862996e+07 nChanged 14673
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 63259 members 
Mstep: Class 3 contains 25928 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 52237 members 
Mstep: Class 6 contains 16187 members 
Mstep: Class 7 contains 40315 members 
Mstep: Class 8 contains 30700 members 
Mstep: Class 9 contains 79265 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 35973 members 
Mstep: Class 12 contains 19584 members 
Mstep: Class 13 contains 92364 members 
Mstep: Class 14 contains 132939 members 
Mstep: Class 15 contains 1087 members 
Mstep: Class 16 contains 8876 members 
Mstep: Class 17 contains 42673 members 
Mstep: Class 18 contains 9546 members 
Mstep: Class 19 contains 2064 members 
Mstep: Class 20 contains 19921 members 
Mstep: Class 21 contains 13682 members 
Mstep: Class 22 contains 20991 members 
Mstep: Class 23 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1953.346924 but Gain 2009.921875
Score: -78650096.000000 Penalty: 44218.332031
Iteration 40F: 23 clusters Score -7.86501e+07 nChanged 15014
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 63103 members 
Mstep: Class 3 contains 27544 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 52514 members 
Mstep: Class 6 contains 16730 members 
Mstep: Class 7 contains 40198 members 
Mstep: Class 8 contains 29321 members 
Mstep: Class 9 contains 76618 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 37418 members 
Mstep: Class 12 contains 21066 members 
Mstep: Class 13 contains 92335 members 
Mstep: Class 14 contains 132800 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 17 contains 41747 members 
Mstep: Class 18 contains 9043 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 20 contains 21573 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 22601 members 
Mstep: Class 23 contains 3004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78660592.000000 Penalty: 44218.332031
Iteration 41Q: 23 clusters Score -7.866059e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 63227 members 
Mstep: Class 3 contains 27759 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 52766 members 
Mstep: Class 6 contains 17176 members 
Mstep: Class 7 contains 40212 members 
Mstep: Class 8 contains 28501 members 
Mstep: Class 9 contains 74523 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 39196 members 
Mstep: Class 12 contains 22199 members 
Mstep: Class 13 contains 92216 members 
Mstep: Class 14 contains 132874 members 
Mstep: Class 16 contains 6488 members 
Mstep: Class 17 contains 40929 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 22330 members 
Mstep: Class 21 contains 14741 members 
Mstep: Class 22 contains 23323 members 
Mstep: Class 23 contains 3095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78664264.000000 Penalty: 44218.332031
Iteration 42Q: 23 clusters Score -7.866426e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 63371 members 
Mstep: Class 3 contains 27835 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 52979 members 
Mstep: Class 6 contains 17542 members 
Mstep: Class 7 contains 40221 members 
Mstep: Class 8 contains 28045 members 
Mstep: Class 9 contains 73120 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 40848 members 
Mstep: Class 12 contains 23077 members 
Mstep: Class 13 contains 92147 members 
Mstep: Class 14 contains 132970 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 39886 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 22694 members 
Mstep: Class 21 contains 14874 members 
Mstep: Class 22 contains 23746 members 
Mstep: Class 23 contains 3159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78666344.000000 Penalty: 44218.332031
Iteration 43Q: 23 clusters Score -7.866634e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 63491 members 
Mstep: Class 3 contains 27870 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 53195 members 
Mstep: Class 6 contains 17835 members 
Mstep: Class 7 contains 40224 members 
Mstep: Class 8 contains 27797 members 
Mstep: Class 9 contains 72521 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 42230 members 
Mstep: Class 12 contains 23749 members 
Mstep: Class 13 contains 92015 members 
Mstep: Class 14 contains 133025 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 38584 members 
Mstep: Class 18 contains 7853 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 22874 members 
Mstep: Class 21 contains 14948 members 
Mstep: Class 22 contains 23955 members 
Mstep: Class 23 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78668520.000000 Penalty: 44218.332031
Iteration 44Q: 23 clusters Score -7.866852e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 63582 members 
Mstep: Class 3 contains 27894 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 53359 members 
Mstep: Class 6 contains 18076 members 
Mstep: Class 7 contains 40227 members 
Mstep: Class 8 contains 27676 members 
Mstep: Class 9 contains 72475 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 43521 members 
Mstep: Class 12 contains 24336 members 
Mstep: Class 13 contains 91887 members 
Mstep: Class 14 contains 133087 members 
Mstep: Class 16 contains 5071 members 
Mstep: Class 17 contains 36873 members 
Mstep: Class 18 contains 7597 members 
Mstep: Class 19 contains 1381 members 
Mstep: Class 20 contains 22973 members 
Mstep: Class 21 contains 14992 members 
Mstep: Class 22 contains 24050 members 
Mstep: Class 23 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1996.011475 but Gain 2009.921875
Score: -78670816.000000 Penalty: 42208.406250
Iteration 45Q: 22 clusters Score -7.867082e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 63785 members 
Mstep: Class 3 contains 27899 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 53706 members 
Mstep: Class 6 contains 18281 members 
Mstep: Class 7 contains 40227 members 
Mstep: Class 8 contains 27855 members 
Mstep: Class 9 contains 72946 members 
Mstep: Class 11 contains 44698 members 
Mstep: Class 12 contains 24901 members 
Mstep: Class 13 contains 92024 members 
Mstep: Class 14 contains 133113 members 
Mstep: Class 16 contains 4805 members 
Mstep: Class 17 contains 34799 members 
Mstep: Class 18 contains 7389 members 
Mstep: Class 19 contains 1375 members 
Mstep: Class 20 contains 23081 members 
Mstep: Class 21 contains 15013 members 
Mstep: Class 22 contains 24126 members 
Mstep: Class 23 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78675080.000000 Penalty: 42208.406250
Iteration 46Q: 22 clusters Score -7.867508e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 63818 members 
Mstep: Class 3 contains 27905 members 
Mstep: Class 4 contains 3642 members 
Mstep: Class 5 contains 53857 members 
Mstep: Class 6 contains 18419 members 
Mstep: Class 7 contains 40234 members 
Mstep: Class 8 contains 27931 members 
Mstep: Class 9 contains 73594 members 
Mstep: Class 11 contains 45757 members 
Mstep: Class 12 contains 25463 members 
Mstep: Class 13 contains 92002 members 
Mstep: Class 14 contains 133136 members 
Mstep: Class 16 contains 4565 members 
Mstep: Class 17 contains 32426 members 
Mstep: Class 18 contains 7253 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 23129 members 
Mstep: Class 21 contains 15018 members 
Mstep: Class 22 contains 24168 members 
Mstep: Class 23 contains 3449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78679512.000000 Penalty: 42208.406250
Iteration 47Q: 22 clusters Score -7.867951e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 63853 members 
Mstep: Class 3 contains 27896 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 53980 members 
Mstep: Class 6 contains 18538 members 
Mstep: Class 7 contains 40230 members 
Mstep: Class 8 contains 28045 members 
Mstep: Class 9 contains 74020 members 
Mstep: Class 11 contains 46674 members 
Mstep: Class 12 contains 25969 members 
Mstep: Class 13 contains 92036 members 
Mstep: Class 14 contains 133169 members 
Mstep: Class 16 contains 4353 members 
Mstep: Class 17 contains 30391 members 
Mstep: Class 18 contains 7171 members 
Mstep: Class 19 contains 1390 members 
Mstep: Class 20 contains 23150 members 
Mstep: Class 21 contains 15019 members 
Mstep: Class 22 contains 24241 members 
Mstep: Class 23 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78684472.000000 Penalty: 42208.406250
Iteration 48Q: 22 clusters Score -7.868447e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 63883 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 54120 members 
Mstep: Class 6 contains 18631 members 
Mstep: Class 7 contains 40227 members 
Mstep: Class 8 contains 28085 members 
Mstep: Class 9 contains 73123 members 
Mstep: Class 11 contains 47513 members 
Mstep: Class 12 contains 26545 members 
Mstep: Class 13 contains 92087 members 
Mstep: Class 14 contains 133206 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 17 contains 29755 members 
Mstep: Class 18 contains 7117 members 
Mstep: Class 19 contains 1399 members 
Mstep: Class 20 contains 23163 members 
Mstep: Class 21 contains 15019 members 
Mstep: Class 22 contains 24310 members 
Mstep: Class 23 contains 3669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78687168.000000 Penalty: 42208.406250
Iteration 49Q: 22 clusters Score -7.868717e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 63892 members 
Mstep: Class 3 contains 27895 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 54263 members 
Mstep: Class 6 contains 18694 members 
Mstep: Class 7 contains 40223 members 
Mstep: Class 8 contains 28110 members 
Mstep: Class 9 contains 71527 members 
Mstep: Class 11 contains 48236 members 
Mstep: Class 12 contains 27129 members 
Mstep: Class 13 contains 92167 members 
Mstep: Class 14 contains 133246 members 
Mstep: Class 16 contains 4023 members 
Mstep: Class 17 contains 29881 members 
Mstep: Class 18 contains 7116 members 
Mstep: Class 19 contains 1415 members 
Mstep: Class 20 contains 23171 members 
Mstep: Class 21 contains 15023 members 
Mstep: Class 22 contains 24357 members 
Mstep: Class 23 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78688040.000000 Penalty: 42208.406250
Iteration 50Q: 22 clusters Score -7.868804e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 63885 members 
Mstep: Class 3 contains 27895 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 54390 members 
Mstep: Class 6 contains 18752 members 
Mstep: Class 7 contains 40219 members 
Mstep: Class 8 contains 28113 members 
Mstep: Class 9 contains 69989 members 
Mstep: Class 11 contains 48904 members 
Mstep: Class 12 contains 27691 members 
Mstep: Class 13 contains 92233 members 
Mstep: Class 14 contains 133293 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 30042 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 1425 members 
Mstep: Class 20 contains 23183 members 
Mstep: Class 21 contains 15028 members 
Mstep: Class 22 contains 24376 members 
Mstep: Class 23 contains 3867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78688416.000000 Penalty: 42208.406250
Iteration 51Q: 22 clusters Score -7.868842e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 63902 members 
Mstep: Class 3 contains 27899 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 54506 members 
Mstep: Class 6 contains 18790 members 
Mstep: Class 7 contains 40211 members 
Mstep: Class 8 contains 28122 members 
Mstep: Class 9 contains 68547 members 
Mstep: Class 11 contains 49477 members 
Mstep: Class 12 contains 28247 members 
Mstep: Class 13 contains 92286 members 
Mstep: Class 14 contains 133347 members 
Mstep: Class 16 contains 3842 members 
Mstep: Class 17 contains 30153 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 1436 members 
Mstep: Class 20 contains 23191 members 
Mstep: Class 21 contains 15032 members 
Mstep: Class 22 contains 24386 members 
Mstep: Class 23 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78688720.000000 Penalty: 42208.406250
Iteration 52Q: 22 clusters Score -7.868872e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 63911 members 
Mstep: Class 3 contains 27897 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 54614 members 
Mstep: Class 6 contains 18818 members 
Mstep: Class 7 contains 40210 members 
Mstep: Class 8 contains 28162 members 
Mstep: Class 9 contains 67237 members 
Mstep: Class 11 contains 49949 members 
Mstep: Class 12 contains 28734 members 
Mstep: Class 13 contains 92345 members 
Mstep: Class 14 contains 133411 members 
Mstep: Class 16 contains 3780 members 
Mstep: Class 17 contains 30244 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 23197 members 
Mstep: Class 21 contains 15031 members 
Mstep: Class 22 contains 24391 members 
Mstep: Class 23 contains 4034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689256.000000 Penalty: 42208.406250
Iteration 53Q: 22 clusters Score -7.868926e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 63921 members 
Mstep: Class 3 contains 27900 members 
Mstep: Class 4 contains 2618 members 
Mstep: Class 5 contains 54724 members 
Mstep: Class 6 contains 18838 members 
Mstep: Class 7 contains 40204 members 
Mstep: Class 8 contains 28205 members 
Mstep: Class 9 contains 66058 members 
Mstep: Class 11 contains 50369 members 
Mstep: Class 12 contains 29166 members 
Mstep: Class 13 contains 92385 members 
Mstep: Class 14 contains 133460 members 
Mstep: Class 16 contains 3739 members 
Mstep: Class 17 contains 30314 members 
Mstep: Class 18 contains 7103 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 23197 members 
Mstep: Class 21 contains 15036 members 
Mstep: Class 22 contains 24393 members 
Mstep: Class 23 contains 4123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689424.000000 Penalty: 42208.406250
Iteration 54Q: 22 clusters Score -7.868942e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 63917 members 
Mstep: Class 3 contains 27899 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 54796 members 
Mstep: Class 6 contains 18865 members 
Mstep: Class 7 contains 40203 members 
Mstep: Class 8 contains 28266 members 
Mstep: Class 9 contains 64960 members 
Mstep: Class 11 contains 50784 members 
Mstep: Class 12 contains 29565 members 
Mstep: Class 13 contains 92421 members 
Mstep: Class 14 contains 133486 members 
Mstep: Class 16 contains 3714 members 
Mstep: Class 17 contains 30360 members 
Mstep: Class 18 contains 7096 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 23199 members 
Mstep: Class 21 contains 15037 members 
Mstep: Class 22 contains 24397 members 
Mstep: Class 23 contains 4213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78690160.000000 Penalty: 42208.406250
Iteration 55Q: 22 clusters Score -7.869016e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 63916 members 
Mstep: Class 3 contains 27900 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 54857 members 
Mstep: Class 6 contains 18886 members 
Mstep: Class 7 contains 40206 members 
Mstep: Class 8 contains 28313 members 
Mstep: Class 9 contains 63948 members 
Mstep: Class 11 contains 51175 members 
Mstep: Class 12 contains 29896 members 
Mstep: Class 13 contains 92491 members 
Mstep: Class 14 contains 133497 members 
Mstep: Class 16 contains 3699 members 
Mstep: Class 17 contains 30402 members 
Mstep: Class 18 contains 7094 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 23204 members 
Mstep: Class 21 contains 15041 members 
Mstep: Class 22 contains 24395 members 
Mstep: Class 23 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78690304.000000 Penalty: 42208.406250
Iteration 56Q: 22 clusters Score -7.86903e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 63909 members 
Mstep: Class 3 contains 27899 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 54910 members 
Mstep: Class 6 contains 18900 members 
Mstep: Class 7 contains 40204 members 
Mstep: Class 8 contains 28338 members 
Mstep: Class 9 contains 63114 members 
Mstep: Class 11 contains 51488 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 92557 members 
Mstep: Class 14 contains 133501 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 30435 members 
Mstep: Class 18 contains 7139 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 23207 members 
Mstep: Class 21 contains 15041 members 
Mstep: Class 22 contains 24397 members 
Mstep: Class 23 contains 4353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78690512.000000 Penalty: 42208.406250
Iteration 57Q: 22 clusters Score -7.869051e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 63912 members 
Mstep: Class 3 contains 27896 members 
Mstep: Class 4 contains 2492 members 
Mstep: Class 5 contains 54958 members 
Mstep: Class 6 contains 18908 members 
Mstep: Class 7 contains 40199 members 
Mstep: Class 8 contains 28379 members 
Mstep: Class 9 contains 62383 members 
Mstep: Class 11 contains 51769 members 
Mstep: Class 12 contains 30354 members 
Mstep: Class 13 contains 92591 members 
Mstep: Class 14 contains 133510 members 
Mstep: Class 16 contains 3669 members 
Mstep: Class 17 contains 30469 members 
Mstep: Class 18 contains 7161 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 23209 members 
Mstep: Class 21 contains 15042 members 
Mstep: Class 22 contains 24399 members 
Mstep: Class 23 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78690568.000000 Penalty: 42208.406250
Iteration 58Q: 22 clusters Score -7.869057e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 63905 members 
Mstep: Class 3 contains 27894 members 
Mstep: Class 4 contains 2476 members 
Mstep: Class 5 contains 54990 members 
Mstep: Class 6 contains 18926 members 
Mstep: Class 7 contains 40195 members 
Mstep: Class 8 contains 28424 members 
Mstep: Class 9 contains 61742 members 
Mstep: Class 11 contains 52026 members 
Mstep: Class 12 contains 30548 members 
Mstep: Class 13 contains 92601 members 
Mstep: Class 14 contains 133518 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 30491 members 
Mstep: Class 18 contains 7181 members 
Mstep: Class 19 contains 1500 members 
Mstep: Class 20 contains 23210 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 24401 members 
Mstep: Class 23 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78690936.000000 Penalty: 42208.406250
Iteration 59Q: 22 clusters Score -7.869094e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 63907 members 
Mstep: Class 3 contains 27896 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 55024 members 
Mstep: Class 6 contains 18931 members 
Mstep: Class 7 contains 40190 members 
Mstep: Class 8 contains 28464 members 
Mstep: Class 9 contains 61108 members 
Mstep: Class 11 contains 52261 members 
Mstep: Class 12 contains 30709 members 
Mstep: Class 13 contains 92647 members 
Mstep: Class 14 contains 133531 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 30504 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 23215 members 
Mstep: Class 21 contains 15039 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 4585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78691480.000000 Penalty: 42208.406250
Iteration 60F: 22 clusters Score -7.869148e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 63909 members 
Mstep: Class 3 contains 27896 members 
Mstep: Class 4 contains 2460 members 
Mstep: Class 5 contains 55046 members 
Mstep: Class 6 contains 18951 members 
Mstep: Class 7 contains 40185 members 
Mstep: Class 8 contains 28500 members 
Mstep: Class 9 contains 60234 members 
Mstep: Class 11 contains 52494 members 
Mstep: Class 12 contains 31147 members 
Mstep: Class 13 contains 92695 members 
Mstep: Class 14 contains 133528 members 
Mstep: Class 16 contains 3653 members 
Mstep: Class 17 contains 30510 members 
Mstep: Class 18 contains 7239 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 23213 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78691672.000000 Penalty: 42208.406250
Iteration 61Q: 22 clusters Score -7.869167e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 63910 members 
Mstep: Class 3 contains 27892 members 
Mstep: Class 4 contains 2453 members 
Mstep: Class 5 contains 55051 members 
Mstep: Class 6 contains 18956 members 
Mstep: Class 7 contains 40178 members 
Mstep: Class 8 contains 28507 members 
Mstep: Class 9 contains 59293 members 
Mstep: Class 11 contains 52780 members 
Mstep: Class 12 contains 31620 members 
Mstep: Class 13 contains 92754 members 
Mstep: Class 14 contains 133534 members 
Mstep: Class 16 contains 3648 members 
Mstep: Class 17 contains 30525 members 
Mstep: Class 18 contains 7252 members 
Mstep: Class 19 contains 1547 members 
Mstep: Class 20 contains 23211 members 
Mstep: Class 21 contains 15042 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78691872.000000 Penalty: 42208.406250
Iteration 62Q: 22 clusters Score -7.869187e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 63918 members 
Mstep: Class 3 contains 27890 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 55051 members 
Mstep: Class 6 contains 18973 members 
Mstep: Class 7 contains 40182 members 
Mstep: Class 8 contains 28527 members 
Mstep: Class 9 contains 58305 members 
Mstep: Class 11 contains 53055 members 
Mstep: Class 12 contains 32085 members 
Mstep: Class 13 contains 92827 members 
Mstep: Class 14 contains 133543 members 
Mstep: Class 16 contains 3642 members 
Mstep: Class 17 contains 30534 members 
Mstep: Class 18 contains 7256 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 23211 members 
Mstep: Class 21 contains 15041 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 4815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78692272.000000 Penalty: 42208.406250
Iteration 63Q: 22 clusters Score -7.869227e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 63918 members 
Mstep: Class 3 contains 27890 members 
Mstep: Class 4 contains 2441 members 
Mstep: Class 5 contains 55065 members 
Mstep: Class 6 contains 18987 members 
Mstep: Class 7 contains 40177 members 
Mstep: Class 8 contains 28574 members 
Mstep: Class 9 contains 57248 members 
Mstep: Class 11 contains 53327 members 
Mstep: Class 12 contains 32562 members 
Mstep: Class 13 contains 92913 members 
Mstep: Class 14 contains 133561 members 
Mstep: Class 16 contains 3637 members 
Mstep: Class 17 contains 30544 members 
Mstep: Class 18 contains 7259 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 23215 members 
Mstep: Class 21 contains 15042 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 4941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78692720.000000 Penalty: 42208.406250
Iteration 64Q: 22 clusters Score -7.869272e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 63921 members 
Mstep: Class 3 contains 27890 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 55076 members 
Mstep: Class 6 contains 18991 members 
Mstep: Class 7 contains 40174 members 
Mstep: Class 8 contains 28593 members 
Mstep: Class 9 contains 56232 members 
Mstep: Class 11 contains 53605 members 
Mstep: Class 12 contains 33005 members 
Mstep: Class 13 contains 93026 members 
Mstep: Class 14 contains 133572 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 30548 members 
Mstep: Class 18 contains 7257 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 23216 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78693024.000000 Penalty: 42208.406250
Iteration 65Q: 22 clusters Score -7.869302e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 63926 members 
Mstep: Class 3 contains 27888 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 55083 members 
Mstep: Class 6 contains 18997 members 
Mstep: Class 7 contains 40167 members 
Mstep: Class 8 contains 28632 members 
Mstep: Class 9 contains 55227 members 
Mstep: Class 11 contains 53875 members 
Mstep: Class 12 contains 33424 members 
Mstep: Class 13 contains 93126 members 
Mstep: Class 14 contains 133589 members 
Mstep: Class 16 contains 3626 members 
Mstep: Class 17 contains 30559 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 20 contains 23217 members 
Mstep: Class 21 contains 15038 members 
Mstep: Class 22 contains 24406 members 
Mstep: Class 23 contains 5261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78693464.000000 Penalty: 42208.406250
Iteration 66Q: 22 clusters Score -7.869346e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 63930 members 
Mstep: Class 3 contains 27884 members 
Mstep: Class 4 contains 2422 members 
Mstep: Class 5 contains 55064 members 
Mstep: Class 6 contains 19005 members 
Mstep: Class 7 contains 40164 members 
Mstep: Class 8 contains 28686 members 
Mstep: Class 9 contains 54243 members 
Mstep: Class 11 contains 54137 members 
Mstep: Class 12 contains 33819 members 
Mstep: Class 13 contains 93207 members 
Mstep: Class 14 contains 133592 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 30563 members 
Mstep: Class 18 contains 7234 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 23219 members 
Mstep: Class 21 contains 15038 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 5473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78693936.000000 Penalty: 42208.406250
Iteration 67Q: 22 clusters Score -7.869394e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 63930 members 
Mstep: Class 3 contains 27882 members 
Mstep: Class 4 contains 2410 members 
Mstep: Class 5 contains 55034 members 
Mstep: Class 6 contains 19016 members 
Mstep: Class 7 contains 40162 members 
Mstep: Class 8 contains 28733 members 
Mstep: Class 9 contains 53218 members 
Mstep: Class 11 contains 54406 members 
Mstep: Class 12 contains 34215 members 
Mstep: Class 13 contains 93305 members 
Mstep: Class 14 contains 133599 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 30570 members 
Mstep: Class 18 contains 7203 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 20 contains 23217 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78694512.000000 Penalty: 42208.406250
Iteration 68Q: 22 clusters Score -7.869451e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 63933 members 
Mstep: Class 3 contains 27880 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 55002 members 
Mstep: Class 6 contains 19032 members 
Mstep: Class 7 contains 40159 members 
Mstep: Class 8 contains 28785 members 
Mstep: Class 9 contains 52152 members 
Mstep: Class 11 contains 54608 members 
Mstep: Class 12 contains 34606 members 
Mstep: Class 13 contains 93404 members 
Mstep: Class 14 contains 133610 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 30579 members 
Mstep: Class 18 contains 7154 members 
Mstep: Class 19 contains 1583 members 
Mstep: Class 20 contains 23217 members 
Mstep: Class 21 contains 15042 members 
Mstep: Class 22 contains 24406 members 
Mstep: Class 23 contains 6136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78695032.000000 Penalty: 42208.406250
Iteration 69Q: 22 clusters Score -7.869503e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 63939 members 
Mstep: Class 3 contains 27881 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 54971 members 
Mstep: Class 6 contains 19037 members 
Mstep: Class 7 contains 40153 members 
Mstep: Class 8 contains 28818 members 
Mstep: Class 9 contains 51056 members 
Mstep: Class 11 contains 54782 members 
Mstep: Class 12 contains 34984 members 
Mstep: Class 13 contains 93511 members 
Mstep: Class 14 contains 133615 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 30591 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 23219 members 
Mstep: Class 21 contains 15043 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 6649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78696000.000000 Penalty: 42208.406250
Iteration 70Q: 22 clusters Score -7.8696e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 63943 members 
Mstep: Class 3 contains 27880 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 54953 members 
Mstep: Class 6 contains 19040 members 
Mstep: Class 7 contains 40149 members 
Mstep: Class 8 contains 28852 members 
Mstep: Class 9 contains 49898 members 
Mstep: Class 11 contains 54906 members 
Mstep: Class 12 contains 35338 members 
Mstep: Class 13 contains 93639 members 
Mstep: Class 14 contains 133619 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 30603 members 
Mstep: Class 18 contains 6974 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 20 contains 23221 members 
Mstep: Class 21 contains 15046 members 
Mstep: Class 22 contains 24408 members 
Mstep: Class 23 contains 7283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78696872.000000 Penalty: 42208.406250
Iteration 71Q: 22 clusters Score -7.869687e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 63949 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 54919 members 
Mstep: Class 6 contains 19055 members 
Mstep: Class 7 contains 40145 members 
Mstep: Class 8 contains 28890 members 
Mstep: Class 9 contains 48667 members 
Mstep: Class 11 contains 55014 members 
Mstep: Class 12 contains 35694 members 
Mstep: Class 13 contains 93761 members 
Mstep: Class 14 contains 133629 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 17 contains 30613 members 
Mstep: Class 18 contains 6865 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 20 contains 23224 members 
Mstep: Class 21 contains 15048 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 8017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78698048.000000 Penalty: 42208.406250
Iteration 72Q: 22 clusters Score -7.869805e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 63947 members 
Mstep: Class 3 contains 27879 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 54835 members 
Mstep: Class 6 contains 19063 members 
Mstep: Class 7 contains 40144 members 
Mstep: Class 8 contains 28921 members 
Mstep: Class 9 contains 47445 members 
Mstep: Class 11 contains 55076 members 
Mstep: Class 12 contains 35999 members 
Mstep: Class 13 contains 93897 members 
Mstep: Class 14 contains 133634 members 
Mstep: Class 16 contains 3609 members 
Mstep: Class 17 contains 30622 members 
Mstep: Class 18 contains 6758 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 23225 members 
Mstep: Class 21 contains 15049 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 8879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78698816.000000 Penalty: 42208.406250
Iteration 73Q: 22 clusters Score -7.869882e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 63948 members 
Mstep: Class 3 contains 27878 members 
Mstep: Class 4 contains 2341 members 
Mstep: Class 5 contains 54744 members 
Mstep: Class 6 contains 19075 members 
Mstep: Class 7 contains 40143 members 
Mstep: Class 8 contains 28920 members 
Mstep: Class 9 contains 46330 members 
Mstep: Class 11 contains 55075 members 
Mstep: Class 12 contains 36245 members 
Mstep: Class 13 contains 94065 members 
Mstep: Class 14 contains 133638 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 17 contains 30628 members 
Mstep: Class 18 contains 6642 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15051 members 
Mstep: Class 22 contains 24408 members 
Mstep: Class 23 contains 9784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78699720.000000 Penalty: 42208.406250
Iteration 74Q: 22 clusters Score -7.869972e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 63950 members 
Mstep: Class 3 contains 27878 members 
Mstep: Class 4 contains 2331 members 
Mstep: Class 5 contains 54644 members 
Mstep: Class 6 contains 19102 members 
Mstep: Class 7 contains 40140 members 
Mstep: Class 8 contains 28928 members 
Mstep: Class 9 contains 45341 members 
Mstep: Class 11 contains 55017 members 
Mstep: Class 12 contains 36377 members 
Mstep: Class 13 contains 94229 members 
Mstep: Class 14 contains 133639 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 17 contains 30629 members 
Mstep: Class 18 contains 6514 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15054 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 10746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78700272.000000 Penalty: 42208.406250
Iteration 75Q: 22 clusters Score -7.870027e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 63944 members 
Mstep: Class 3 contains 27878 members 
Mstep: Class 4 contains 2323 members 
Mstep: Class 5 contains 54536 members 
Mstep: Class 6 contains 19121 members 
Mstep: Class 7 contains 40138 members 
Mstep: Class 8 contains 28935 members 
Mstep: Class 9 contains 44414 members 
Mstep: Class 11 contains 54932 members 
Mstep: Class 12 contains 36443 members 
Mstep: Class 13 contains 94422 members 
Mstep: Class 14 contains 133628 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 30636 members 
Mstep: Class 18 contains 6410 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 23229 members 
Mstep: Class 21 contains 15057 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 11708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78700960.000000 Penalty: 42208.406250
Iteration 76Q: 22 clusters Score -7.870096e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 63938 members 
Mstep: Class 3 contains 27878 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 54437 members 
Mstep: Class 6 contains 19142 members 
Mstep: Class 7 contains 40137 members 
Mstep: Class 8 contains 28909 members 
Mstep: Class 9 contains 43581 members 
Mstep: Class 11 contains 54833 members 
Mstep: Class 12 contains 36455 members 
Mstep: Class 13 contains 94595 members 
Mstep: Class 14 contains 133626 members 
Mstep: Class 16 contains 3584 members 
Mstep: Class 17 contains 30643 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 20 contains 23229 members 
Mstep: Class 21 contains 15060 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 12658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78701360.000000 Penalty: 42208.406250
Iteration 77Q: 22 clusters Score -7.870136e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 63942 members 
Mstep: Class 3 contains 27882 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 54324 members 
Mstep: Class 6 contains 19174 members 
Mstep: Class 7 contains 40134 members 
Mstep: Class 8 contains 28892 members 
Mstep: Class 9 contains 42843 members 
Mstep: Class 11 contains 54680 members 
Mstep: Class 12 contains 36394 members 
Mstep: Class 13 contains 94787 members 
Mstep: Class 14 contains 133617 members 
Mstep: Class 16 contains 3583 members 
Mstep: Class 17 contains 30650 members 
Mstep: Class 18 contains 6262 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 23229 members 
Mstep: Class 21 contains 15062 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 13582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78702048.000000 Penalty: 42208.406250
Iteration 78Q: 22 clusters Score -7.870205e+07 nChanged 1535
Entering ConstructFrom: 
Score: -78702048.000000 Penalty: 42208.406250
Entering ConstructFrom: 
Trying to split cluster 1 (17590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Entering Unmasked Estep 
Score: -1963933.500000 Penalty: 1454.532715
	Iteration 0F: 2 clusters Score -1963934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1952340.875000 Penalty: 2909.065430
	Iteration 0F: 3 clusters Score -1952341 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1956443.375000 Penalty: 2909.065430
	Iteration 1F: 3 clusters Score -1956443 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1956872.125000 Penalty: 2909.065430
	Iteration 2F: 3 clusters Score -1956872 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1957216.375000 Penalty: 2909.065430
	Iteration 3F: 3 clusters Score -1957216 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1957527.750000 Penalty: 2909.065430
	Iteration 4Q: 3 clusters Score -1957528 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1957836.750000 Penalty: 2909.065430
	Iteration 5Q: 3 clusters Score -1957837 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1958163.125000 Penalty: 2909.065430
	Iteration 6Q: 3 clusters Score -1958163 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1958537.875000 Penalty: 2909.065430
	Iteration 7Q: 3 clusters Score -1958538 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1958952.500000 Penalty: 2909.065430
	Iteration 8Q: 3 clusters Score -1958952 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1959458.875000 Penalty: 2909.065430
	Iteration 9Q: 3 clusters Score -1959459 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1960009.000000 Penalty: 2909.065430
	Iteration 10Q: 3 clusters Score -1960009 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1960569.375000 Penalty: 2909.065430
	Iteration 11Q: 3 clusters Score -1960569 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1961088.625000 Penalty: 2909.065430
	Iteration 12Q: 3 clusters Score -1961089 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1961492.375000 Penalty: 2909.065430
	Iteration 13Q: 3 clusters Score -1961492 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1961822.750000 Penalty: 2909.065430
	Iteration 14Q: 3 clusters Score -1961823 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1962076.125000 Penalty: 2909.065430
	Iteration 15Q: 3 clusters Score -1962076 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1962258.375000 Penalty: 2909.065430
	Iteration 16Q: 3 clusters Score -1962258 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1962379.875000 Penalty: 2909.065430
	Iteration 17Q: 3 clusters Score -1962380 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1962469.000000 Penalty: 2909.065430
	Iteration 18Q: 3 clusters Score -1962469 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1962527.875000 Penalty: 2909.065430
	Iteration 19Q: 3 clusters Score -1962528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1962579.750000 Penalty: 2909.065430
	Iteration 20F: 3 clusters Score -1962580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1962617.125000 Penalty: 2909.065430
	Iteration 21Q: 3 clusters Score -1962617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1962645.500000 Penalty: 2909.065430
	Iteration 22Q: 3 clusters Score -1962646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1962665.875000 Penalty: 2909.065430
	Iteration 23Q: 3 clusters Score -1962666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1962680.250000 Penalty: 2909.065430
	Iteration 24Q: 3 clusters Score -1962680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1962700.875000 Penalty: 2909.065430
	Iteration 25Q: 3 clusters Score -1962701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1962726.125000 Penalty: 2909.065430
	Iteration 26Q: 3 clusters Score -1962726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1962734.875000 Penalty: 2909.065430
	Iteration 27Q: 3 clusters Score -1962735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1962739.500000 Penalty: 2909.065430
	Iteration 28Q: 3 clusters Score -1962740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1962740.750000 Penalty: 2909.065430
	Iteration 29Q: 3 clusters Score -1962741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1962745.500000 Penalty: 2909.065430
	Iteration 30Q: 3 clusters Score -1962746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1962744.500000 Penalty: 2909.065430
	Iteration 31Q: 3 clusters Score -1962744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1962748.375000 Penalty: 2909.065430
	Iteration 32Q: 3 clusters Score -1962748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1962754.750000 Penalty: 2909.065430
	Iteration 33Q: 3 clusters Score -1962755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1962756.625000 Penalty: 2909.065430
	Iteration 34Q: 3 clusters Score -1962757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1962759.750000 Penalty: 2909.065430
	Iteration 35Q: 3 clusters Score -1962760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1962760.625000 Penalty: 2909.065430
	Iteration 36Q: 3 clusters Score -1962761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1962759.875000 Penalty: 2909.065430
	Iteration 37Q: 3 clusters Score -1962760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1962759.875000 Penalty: 2909.065430
	Iteration 38F: 3 clusters Score -1962760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Entering Unmasked Estep 
Score: -7011755.500000 Penalty: 1646.597168
	Iteration 0F: 2 clusters Score -7011756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -6969720.500000 Penalty: 3293.194336
	Iteration 0F: 3 clusters Score -6969720 nChanged 29903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -6986786.000000 Penalty: 3293.194336
	Iteration 1F: 3 clusters Score -6986786 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -6987603.500000 Penalty: 3293.194336
	Iteration 2Q: 3 clusters Score -6987604 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -6988468.000000 Penalty: 3293.194336
	Iteration 3Q: 3 clusters Score -6988468 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -6989535.000000 Penalty: 3293.194336
	Iteration 4Q: 3 clusters Score -6989535 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -6991057.000000 Penalty: 3293.194336
	Iteration 5F: 3 clusters Score -6991057 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -6993133.000000 Penalty: 3293.194336
	Iteration 6F: 3 clusters Score -6993133 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -6995920.000000 Penalty: 3293.194336
	Iteration 7F: 3 clusters Score -6995920 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -6999640.500000 Penalty: 3293.194336
	Iteration 8F: 3 clusters Score -6999640 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -7003381.000000 Penalty: 3293.194336
	Iteration 9F: 3 clusters Score -7003381 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -7006611.500000 Penalty: 3293.194336
	Iteration 10F: 3 clusters Score -7006612 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7008645.000000 Penalty: 3293.194336
	Iteration 11Q: 3 clusters Score -7008645 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7009675.000000 Penalty: 3293.194336
	Iteration 12Q: 3 clusters Score -7009675 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7010040.000000 Penalty: 3293.194336
	Iteration 13Q: 3 clusters Score -7010040 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7010212.000000 Penalty: 3293.194336
	Iteration 14Q: 3 clusters Score -7010212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7010291.500000 Penalty: 3293.194336
	Iteration 15Q: 3 clusters Score -7010292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7010355.500000 Penalty: 3293.194336
	Iteration 16Q: 3 clusters Score -7010356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7010391.500000 Penalty: 3293.194336
	Iteration 17Q: 3 clusters Score -7010392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7010417.500000 Penalty: 3293.194336
	Iteration 18Q: 3 clusters Score -7010418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7010431.000000 Penalty: 3293.194336
	Iteration 19Q: 3 clusters Score -7010431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7010428.000000 Penalty: 3293.194336
	Iteration 20F: 3 clusters Score -7010428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7010443.500000 Penalty: 3293.194336
	Iteration 21Q: 3 clusters Score -7010444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7010437.500000 Penalty: 3293.194336
	Iteration 22Q: 3 clusters Score -7010438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7010445.500000 Penalty: 3293.194336
	Iteration 23Q: 3 clusters Score -7010446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7010444.000000 Penalty: 3293.194336
	Iteration 24Q: 3 clusters Score -7010444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7010452.500000 Penalty: 3293.194336
	Iteration 25Q: 3 clusters Score -7010452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7010454.000000 Penalty: 3293.194336
	Iteration 26Q: 3 clusters Score -7010454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7010453.000000 Penalty: 3293.194336
	Iteration 27Q: 3 clusters Score -7010453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7010453.000000 Penalty: 3293.194336
	Iteration 28F: 3 clusters Score -7010453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Entering Unmasked Estep 
Score: -3122962.250000 Penalty: 1523.088257
	Iteration 0F: 2 clusters Score -3122962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3104825.750000 Penalty: 3046.176514
	Iteration 0F: 3 clusters Score -3104826 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3111625.500000 Penalty: 3046.176514
	Iteration 1F: 3 clusters Score -3111626 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3112316.000000 Penalty: 3046.176514
	Iteration 2F: 3 clusters Score -3112316 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3113012.250000 Penalty: 3046.176514
	Iteration 3F: 3 clusters Score -3113012 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3113757.250000 Penalty: 3046.176514
	Iteration 4F: 3 clusters Score -3113757 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3114555.750000 Penalty: 3046.176514
	Iteration 5F: 3 clusters Score -3114556 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3115280.250000 Penalty: 3046.176514
	Iteration 6F: 3 clusters Score -3115280 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3115965.750000 Penalty: 3046.176514
	Iteration 7F: 3 clusters Score -3115966 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3116624.750000 Penalty: 3046.176514
	Iteration 8Q: 3 clusters Score -3116625 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3117262.750000 Penalty: 3046.176514
	Iteration 9Q: 3 clusters Score -3117263 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3117871.500000 Penalty: 3046.176514
	Iteration 10Q: 3 clusters Score -3117872 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3118436.000000 Penalty: 3046.176514
	Iteration 11Q: 3 clusters Score -3118436 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3118995.000000 Penalty: 3046.176514
	Iteration 12Q: 3 clusters Score -3118995 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3119569.500000 Penalty: 3046.176514
	Iteration 13Q: 3 clusters Score -3119570 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3120075.000000 Penalty: 3046.176514
	Iteration 14Q: 3 clusters Score -3120075 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3120508.500000 Penalty: 3046.176514
	Iteration 15Q: 3 clusters Score -3120508 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3120842.500000 Penalty: 3046.176514
	Iteration 16Q: 3 clusters Score -3120842 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3121084.000000 Penalty: 3046.176514
	Iteration 17Q: 3 clusters Score -3121084 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3121280.500000 Penalty: 3046.176514
	Iteration 18Q: 3 clusters Score -3121280 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3121453.750000 Penalty: 3046.176514
	Iteration 19Q: 3 clusters Score -3121454 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3121555.000000 Penalty: 3046.176514
	Iteration 20F: 3 clusters Score -3121555 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3121633.500000 Penalty: 3046.176514
	Iteration 21Q: 3 clusters Score -3121634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3121695.000000 Penalty: 3046.176514
	Iteration 22Q: 3 clusters Score -3121695 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3121730.500000 Penalty: 3046.176514
	Iteration 23Q: 3 clusters Score -3121730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3121753.500000 Penalty: 3046.176514
	Iteration 24Q: 3 clusters Score -3121754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3121769.500000 Penalty: 3046.176514
	Iteration 25Q: 3 clusters Score -3121770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3121792.250000 Penalty: 3046.176514
	Iteration 26Q: 3 clusters Score -3121792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3121798.250000 Penalty: 3046.176514
	Iteration 27Q: 3 clusters Score -3121798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3121818.250000 Penalty: 3046.176514
	Iteration 28Q: 3 clusters Score -3121818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3121822.250000 Penalty: 3046.176514
	Iteration 29Q: 3 clusters Score -3121822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3121824.750000 Penalty: 3046.176514
	Iteration 30Q: 3 clusters Score -3121825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3121831.750000 Penalty: 3046.176514
	Iteration 31Q: 3 clusters Score -3121832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3121836.250000 Penalty: 3046.176514
	Iteration 32Q: 3 clusters Score -3121836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3121841.000000 Penalty: 3046.176514
	Iteration 33Q: 3 clusters Score -3121841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3121836.250000 Penalty: 3046.176514
	Iteration 34Q: 3 clusters Score -3121836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3121835.500000 Penalty: 3046.176514
	Iteration 35Q: 3 clusters Score -3121836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3121835.750000 Penalty: 3046.176514
	Iteration 36Q: 3 clusters Score -3121836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3121840.750000 Penalty: 3046.176514
	Iteration 37Q: 3 clusters Score -3121841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3121840.750000 Penalty: 3046.176514
	Iteration 38Q: 3 clusters Score -3121841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3121844.750000 Penalty: 3046.176514
	Iteration 39Q: 3 clusters Score -3121845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3121847.250000 Penalty: 3046.176514
	Iteration 40F: 3 clusters Score -3121847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3121845.500000 Penalty: 3046.176514
	Iteration 41Q: 3 clusters Score -3121846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -3121846.750000 Penalty: 3046.176514
	Iteration 42Q: 3 clusters Score -3121847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3121849.750000 Penalty: 3046.176514
	Iteration 43Q: 3 clusters Score -3121850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3121849.750000 Penalty: 3046.176514
	Iteration 44F: 3 clusters Score -3121850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -248439.359375 Penalty: 1152.263062
	Iteration 0F: 2 clusters Score -248439.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -246367.609375 Penalty: 2304.526123
	Iteration 0F: 3 clusters Score -246367.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -246859.140625 Penalty: 2304.526123
	Iteration 1F: 3 clusters Score -246859.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -246978.796875 Penalty: 2304.526123
	Iteration 2F: 3 clusters Score -246978.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -247055.109375 Penalty: 2304.526123
	Iteration 3Q: 3 clusters Score -247055.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -247101.906250 Penalty: 2304.526123
	Iteration 4Q: 3 clusters Score -247101.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -247136.953125 Penalty: 2304.526123
	Iteration 5Q: 3 clusters Score -247137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -247165.031250 Penalty: 2304.526123
	Iteration 6Q: 3 clusters Score -247165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -247188.687500 Penalty: 2304.526123
	Iteration 7Q: 3 clusters Score -247188.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -247206.078125 Penalty: 2304.526123
	Iteration 8Q: 3 clusters Score -247206.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -247218.546875 Penalty: 2304.526123
	Iteration 9Q: 3 clusters Score -247218.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -247226.281250 Penalty: 2304.526123
	Iteration 10Q: 3 clusters Score -247226.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -247234.468750 Penalty: 2304.526123
	Iteration 11Q: 3 clusters Score -247234.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -247242.125000 Penalty: 2304.526123
	Iteration 12Q: 3 clusters Score -247242.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -247247.593750 Penalty: 2304.526123
	Iteration 13Q: 3 clusters Score -247247.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -247250.984375 Penalty: 2304.526123
	Iteration 14Q: 3 clusters Score -247251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -247252.656250 Penalty: 2304.526123
	Iteration 15Q: 3 clusters Score -247252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -247253.062500 Penalty: 2304.526123
	Iteration 16Q: 3 clusters Score -247253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -247253.062500 Penalty: 2304.526123
	Iteration 17F: 3 clusters Score -247253.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Entering Unmasked Estep 
Score: -5912732.000000 Penalty: 1622.089233
	Iteration 0F: 2 clusters Score -5912732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -5877301.000000 Penalty: 3244.178467
	Iteration 0F: 3 clusters Score -5877301 nChanged 25090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -5891298.500000 Penalty: 3244.178467
	Iteration 1F: 3 clusters Score -5891298 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -5892038.500000 Penalty: 3244.178467
	Iteration 2Q: 3 clusters Score -5892038 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -5892964.500000 Penalty: 3244.178467
	Iteration 3Q: 3 clusters Score -5892964 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -5894220.000000 Penalty: 3244.178467
	Iteration 4Q: 3 clusters Score -5894220 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -5895961.000000 Penalty: 3244.178467
	Iteration 5F: 3 clusters Score -5895961 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -5897785.500000 Penalty: 3244.178467
	Iteration 6F: 3 clusters Score -5897786 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5899638.000000 Penalty: 3244.178467
	Iteration 7F: 3 clusters Score -5899638 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -5901257.500000 Penalty: 3244.178467
	Iteration 8F: 3 clusters Score -5901258 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -5902364.500000 Penalty: 3244.178467
	Iteration 9Q: 3 clusters Score -5902364 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -5903138.500000 Penalty: 3244.178467
	Iteration 10Q: 3 clusters Score -5903138 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -5903626.000000 Penalty: 3244.178467
	Iteration 11Q: 3 clusters Score -5903626 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -5904037.000000 Penalty: 3244.178467
	Iteration 12Q: 3 clusters Score -5904037 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -5904372.000000 Penalty: 3244.178467
	Iteration 13Q: 3 clusters Score -5904372 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -5904644.000000 Penalty: 3244.178467
	Iteration 14Q: 3 clusters Score -5904644 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -5904882.500000 Penalty: 3244.178467
	Iteration 15Q: 3 clusters Score -5904882 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -5905081.000000 Penalty: 3244.178467
	Iteration 16Q: 3 clusters Score -5905081 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -5905249.500000 Penalty: 3244.178467
	Iteration 17Q: 3 clusters Score -5905250 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -5905444.000000 Penalty: 3244.178467
	Iteration 18Q: 3 clusters Score -5905444 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -5905640.000000 Penalty: 3244.178467
	Iteration 19Q: 3 clusters Score -5905640 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -5905812.000000 Penalty: 3244.178467
	Iteration 20F: 3 clusters Score -5905812 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5905978.000000 Penalty: 3244.178467
	Iteration 21Q: 3 clusters Score -5905978 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -5906145.000000 Penalty: 3244.178467
	Iteration 22Q: 3 clusters Score -5906145 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -5906358.500000 Penalty: 3244.178467
	Iteration 23Q: 3 clusters Score -5906358 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -5906525.000000 Penalty: 3244.178467
	Iteration 24Q: 3 clusters Score -5906525 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -5906706.500000 Penalty: 3244.178467
	Iteration 25Q: 3 clusters Score -5906706 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -5906929.500000 Penalty: 3244.178467
	Iteration 26Q: 3 clusters Score -5906930 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -5907123.500000 Penalty: 3244.178467
	Iteration 27Q: 3 clusters Score -5907124 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5907349.000000 Penalty: 3244.178467
	Iteration 28Q: 3 clusters Score -5907349 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -5907588.500000 Penalty: 3244.178467
	Iteration 29Q: 3 clusters Score -5907588 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -5907804.500000 Penalty: 3244.178467
	Iteration 30Q: 3 clusters Score -5907804 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -5908102.500000 Penalty: 3244.178467
	Iteration 31Q: 3 clusters Score -5908102 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -5908413.500000 Penalty: 3244.178467
	Iteration 32Q: 3 clusters Score -5908414 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -5908804.500000 Penalty: 3244.178467
	Iteration 33Q: 3 clusters Score -5908804 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -5909189.000000 Penalty: 3244.178467
	Iteration 34Q: 3 clusters Score -5909189 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -5909551.500000 Penalty: 3244.178467
	Iteration 35Q: 3 clusters Score -5909552 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -5910039.500000 Penalty: 3244.178467
	Iteration 36Q: 3 clusters Score -5910040 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -5910507.000000 Penalty: 3244.178467
	Iteration 37Q: 3 clusters Score -5910507 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -5910977.500000 Penalty: 3244.178467
	Iteration 38Q: 3 clusters Score -5910978 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -5911385.500000 Penalty: 3244.178467
	Iteration 39Q: 3 clusters Score -5911386 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -5911784.500000 Penalty: 3244.178467
	Iteration 40F: 3 clusters Score -5911784 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -5912127.000000 Penalty: 3244.178467
	Iteration 41Q: 3 clusters Score -5912127 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -5912377.000000 Penalty: 3244.178467
	Iteration 42Q: 3 clusters Score -5912377 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -5912559.500000 Penalty: 3244.178467
	Iteration 43Q: 3 clusters Score -5912560 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -5912732.500000 Penalty: 3244.178467
	Iteration 44Q: 3 clusters Score -5912732 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -5912855.000000 Penalty: 3244.178467
	Iteration 45Q: 3 clusters Score -5912855 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -5912961.500000 Penalty: 3244.178467
	Iteration 46Q: 3 clusters Score -5912962 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -5913032.000000 Penalty: 3244.178467
	Iteration 47Q: 3 clusters Score -5913032 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5913103.000000 Penalty: 3244.178467
	Iteration 48Q: 3 clusters Score -5913103 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5913140.000000 Penalty: 3244.178467
	Iteration 49Q: 3 clusters Score -5913140 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -5913171.500000 Penalty: 3244.178467
	Iteration 50Q: 3 clusters Score -5913172 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5913182.500000 Penalty: 3244.178467
	Iteration 51Q: 3 clusters Score -5913182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -5913197.000000 Penalty: 3244.178467
	Iteration 52Q: 3 clusters Score -5913197 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5913207.500000 Penalty: 3244.178467
	Iteration 53Q: 3 clusters Score -5913208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5913211.000000 Penalty: 3244.178467
	Iteration 54Q: 3 clusters Score -5913211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5913224.500000 Penalty: 3244.178467
	Iteration 55Q: 3 clusters Score -5913224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -5913244.500000 Penalty: 3244.178467
	Iteration 56Q: 3 clusters Score -5913244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5913240.500000 Penalty: 3244.178467
	Iteration 57Q: 3 clusters Score -5913240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5913240.000000 Penalty: 3244.178467
	Iteration 58Q: 3 clusters Score -5913240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -5913245.500000 Penalty: 3244.178467
	Iteration 59Q: 3 clusters Score -5913246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -5913259.000000 Penalty: 3244.178467
	Iteration 60F: 3 clusters Score -5913259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5913251.500000 Penalty: 3244.178467
	Iteration 61Q: 3 clusters Score -5913252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5913252.000000 Penalty: 3244.178467
	Iteration 62Q: 3 clusters Score -5913252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -5913259.500000 Penalty: 3244.178467
	Iteration 63Q: 3 clusters Score -5913260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5913256.000000 Penalty: 3244.178467
	Iteration 64Q: 3 clusters Score -5913256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -5913254.000000 Penalty: 3244.178467
	Iteration 65Q: 3 clusters Score -5913254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5913261.500000 Penalty: 3244.178467
	Iteration 66Q: 3 clusters Score -5913262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5913263.000000 Penalty: 3244.178467
	Iteration 67Q: 3 clusters Score -5913263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5913266.500000 Penalty: 3244.178467
	Iteration 68Q: 3 clusters Score -5913266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -5913267.000000 Penalty: 3244.178467
	Iteration 69Q: 3 clusters Score -5913267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5913266.500000 Penalty: 3244.178467
	Iteration 70Q: 3 clusters Score -5913266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5913270.500000 Penalty: 3244.178467
	Iteration 71Q: 3 clusters Score -5913270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5913272.000000 Penalty: 3244.178467
	Iteration 72Q: 3 clusters Score -5913272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5913270.000000 Penalty: 3244.178467
	Iteration 73Q: 3 clusters Score -5913270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5913276.500000 Penalty: 3244.178467
	Iteration 74Q: 3 clusters Score -5913276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5913274.500000 Penalty: 3244.178467
	Iteration 75Q: 3 clusters Score -5913274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5913274.500000 Penalty: 3244.178467
	Iteration 76F: 3 clusters Score -5913274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 63949 members 
Mstep: Class 3 contains 27884 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 51076 members 
Mstep: Class 6 contains 19207 members 
Mstep: Class 7 contains 40135 members 
Mstep: Class 8 contains 28854 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 54553 members 
Mstep: Class 12 contains 36314 members 
Mstep: Class 13 contains 94947 members 
Mstep: Class 14 contains 133611 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 30653 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 14405 members 
Entering Unmasked Estep 
Score: -78702312.000000 Penalty: 44218.332031
Splitting cluster 5 changes total score from -78702048.000000 to -78702312.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (19207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Entering Unmasked Estep 
Score: -2070711.750000 Penalty: 1467.619019
	Iteration 0F: 2 clusters Score -2070712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2058241.125000 Penalty: 2935.238037
	Iteration 0F: 3 clusters Score -2058241 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2062721.125000 Penalty: 2935.238037
	Iteration 1F: 3 clusters Score -2062721 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2063176.500000 Penalty: 2935.238037
	Iteration 2F: 3 clusters Score -2063176 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2063547.500000 Penalty: 2935.238037
	Iteration 3Q: 3 clusters Score -2063548 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2063873.625000 Penalty: 2935.238037
	Iteration 4Q: 3 clusters Score -2063874 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2064163.125000 Penalty: 2935.238037
	Iteration 5Q: 3 clusters Score -2064163 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2064441.875000 Penalty: 2935.238037
	Iteration 6Q: 3 clusters Score -2064442 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2064753.625000 Penalty: 2935.238037
	Iteration 7Q: 3 clusters Score -2064754 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2065117.125000 Penalty: 2935.238037
	Iteration 8Q: 3 clusters Score -2065117 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2065549.875000 Penalty: 2935.238037
	Iteration 9Q: 3 clusters Score -2065550 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2066074.875000 Penalty: 2935.238037
	Iteration 10Q: 3 clusters Score -2066075 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2066654.250000 Penalty: 2935.238037
	Iteration 11Q: 3 clusters Score -2066654 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2067238.250000 Penalty: 2935.238037
	Iteration 12Q: 3 clusters Score -2067238 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2067774.375000 Penalty: 2935.238037
	Iteration 13Q: 3 clusters Score -2067774 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2068220.125000 Penalty: 2935.238037
	Iteration 14Q: 3 clusters Score -2068220 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2068535.000000 Penalty: 2935.238037
	Iteration 15Q: 3 clusters Score -2068535 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2068761.125000 Penalty: 2935.238037
	Iteration 16Q: 3 clusters Score -2068761 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2068938.875000 Penalty: 2935.238037
	Iteration 17Q: 3 clusters Score -2068939 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2069083.500000 Penalty: 2935.238037
	Iteration 18Q: 3 clusters Score -2069084 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2069204.500000 Penalty: 2935.238037
	Iteration 19Q: 3 clusters Score -2069204 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2069296.375000 Penalty: 2935.238037
	Iteration 20F: 3 clusters Score -2069296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2069368.125000 Penalty: 2935.238037
	Iteration 21Q: 3 clusters Score -2069368 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2069420.375000 Penalty: 2935.238037
	Iteration 22Q: 3 clusters Score -2069420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2069473.000000 Penalty: 2935.238037
	Iteration 23Q: 3 clusters Score -2069473 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2069531.625000 Penalty: 2935.238037
	Iteration 24Q: 3 clusters Score -2069532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2069565.750000 Penalty: 2935.238037
	Iteration 25Q: 3 clusters Score -2069566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2069601.125000 Penalty: 2935.238037
	Iteration 26Q: 3 clusters Score -2069601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2069632.625000 Penalty: 2935.238037
	Iteration 27Q: 3 clusters Score -2069633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2069668.000000 Penalty: 2935.238037
	Iteration 28Q: 3 clusters Score -2069668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2069693.500000 Penalty: 2935.238037
	Iteration 29Q: 3 clusters Score -2069694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2069722.750000 Penalty: 2935.238037
	Iteration 30Q: 3 clusters Score -2069723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2069742.875000 Penalty: 2935.238037
	Iteration 31Q: 3 clusters Score -2069743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2069751.125000 Penalty: 2935.238037
	Iteration 32Q: 3 clusters Score -2069751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2069761.500000 Penalty: 2935.238037
	Iteration 33Q: 3 clusters Score -2069762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2069768.000000 Penalty: 2935.238037
	Iteration 34Q: 3 clusters Score -2069768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2069775.125000 Penalty: 2935.238037
	Iteration 35Q: 3 clusters Score -2069775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2069784.000000 Penalty: 2935.238037
	Iteration 36Q: 3 clusters Score -2069784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2069786.375000 Penalty: 2935.238037
	Iteration 37Q: 3 clusters Score -2069786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2069786.875000 Penalty: 2935.238037
	Iteration 38Q: 3 clusters Score -2069787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2069786.250000 Penalty: 2935.238037
	Iteration 39Q: 3 clusters Score -2069786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2069788.750000 Penalty: 2935.238037
	Iteration 40F: 3 clusters Score -2069789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Entering Unmasked Estep 
Score: -4429322.000000 Penalty: 1577.280640
	Iteration 0F: 2 clusters Score -4429322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4403158.000000 Penalty: 3154.561279
	Iteration 0F: 3 clusters Score -4403158 nChanged 18364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4413359.000000 Penalty: 3154.561279
	Iteration 1F: 3 clusters Score -4413359 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -4414015.500000 Penalty: 3154.561279
	Iteration 2Q: 3 clusters Score -4414016 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4414644.500000 Penalty: 3154.561279
	Iteration 3Q: 3 clusters Score -4414644 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -4415340.000000 Penalty: 3154.561279
	Iteration 4Q: 3 clusters Score -4415340 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -4416240.500000 Penalty: 3154.561279
	Iteration 5Q: 3 clusters Score -4416240 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -4417453.500000 Penalty: 3154.561279
	Iteration 6F: 3 clusters Score -4417454 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -4419049.500000 Penalty: 3154.561279
	Iteration 7F: 3 clusters Score -4419050 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -4420966.000000 Penalty: 3154.561279
	Iteration 8F: 3 clusters Score -4420966 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -4422925.000000 Penalty: 3154.561279
	Iteration 9F: 3 clusters Score -4422925 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4424807.000000 Penalty: 3154.561279
	Iteration 10F: 3 clusters Score -4424807 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -4426316.500000 Penalty: 3154.561279
	Iteration 11Q: 3 clusters Score -4426316 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -4427254.500000 Penalty: 3154.561279
	Iteration 12Q: 3 clusters Score -4427254 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -4427686.500000 Penalty: 3154.561279
	Iteration 13Q: 3 clusters Score -4427686 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -4427917.000000 Penalty: 3154.561279
	Iteration 14Q: 3 clusters Score -4427917 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -4428027.500000 Penalty: 3154.561279
	Iteration 15Q: 3 clusters Score -4428028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -4428082.500000 Penalty: 3154.561279
	Iteration 16Q: 3 clusters Score -4428082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -4428132.500000 Penalty: 3154.561279
	Iteration 17Q: 3 clusters Score -4428132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -4428162.000000 Penalty: 3154.561279
	Iteration 18Q: 3 clusters Score -4428162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -4428168.500000 Penalty: 3154.561279
	Iteration 19Q: 3 clusters Score -4428168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -4428181.000000 Penalty: 3154.561279
	Iteration 20F: 3 clusters Score -4428181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4428191.500000 Penalty: 3154.561279
	Iteration 21Q: 3 clusters Score -4428192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4428196.500000 Penalty: 3154.561279
	Iteration 22Q: 3 clusters Score -4428196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -4428196.500000 Penalty: 3154.561279
	Iteration 23Q: 3 clusters Score -4428196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4428197.500000 Penalty: 3154.561279
	Iteration 24Q: 3 clusters Score -4428198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -4428197.500000 Penalty: 3154.561279
	Iteration 25F: 3 clusters Score -4428198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Entering Unmasked Estep 
Score: -2921462.000000 Penalty: 1528.176636
	Iteration 0F: 2 clusters Score -2921462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2902679.000000 Penalty: 3056.353271
	Iteration 0F: 3 clusters Score -2902679 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2909989.000000 Penalty: 3056.353271
	Iteration 1F: 3 clusters Score -2909989 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2910652.750000 Penalty: 3056.353271
	Iteration 2F: 3 clusters Score -2910653 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2911369.250000 Penalty: 3056.353271
	Iteration 3F: 3 clusters Score -2911369 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2912067.750000 Penalty: 3056.353271
	Iteration 4F: 3 clusters Score -2912068 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2912777.500000 Penalty: 3056.353271
	Iteration 5F: 3 clusters Score -2912778 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2913477.500000 Penalty: 3056.353271
	Iteration 6Q: 3 clusters Score -2913478 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2914225.250000 Penalty: 3056.353271
	Iteration 7Q: 3 clusters Score -2914225 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2915010.250000 Penalty: 3056.353271
	Iteration 8Q: 3 clusters Score -2915010 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2915897.750000 Penalty: 3056.353271
	Iteration 9Q: 3 clusters Score -2915898 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2916830.750000 Penalty: 3056.353271
	Iteration 10Q: 3 clusters Score -2916831 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2917830.750000 Penalty: 3056.353271
	Iteration 11Q: 3 clusters Score -2917831 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -2918687.500000 Penalty: 3056.353271
	Iteration 12Q: 3 clusters Score -2918688 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -2919329.250000 Penalty: 3056.353271
	Iteration 13Q: 3 clusters Score -2919329 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -2919743.750000 Penalty: 3056.353271
	Iteration 14Q: 3 clusters Score -2919744 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2920019.500000 Penalty: 3056.353271
	Iteration 15Q: 3 clusters Score -2920020 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -2920191.250000 Penalty: 3056.353271
	Iteration 16Q: 3 clusters Score -2920191 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -2920318.750000 Penalty: 3056.353271
	Iteration 17Q: 3 clusters Score -2920319 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -2920405.500000 Penalty: 3056.353271
	Iteration 18Q: 3 clusters Score -2920406 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -2920466.250000 Penalty: 3056.353271
	Iteration 19Q: 3 clusters Score -2920466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -2920523.250000 Penalty: 3056.353271
	Iteration 20F: 3 clusters Score -2920523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -2920565.250000 Penalty: 3056.353271
	Iteration 21Q: 3 clusters Score -2920565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -2920582.750000 Penalty: 3056.353271
	Iteration 22Q: 3 clusters Score -2920583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -2920593.000000 Penalty: 3056.353271
	Iteration 23Q: 3 clusters Score -2920593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -2920600.000000 Penalty: 3056.353271
	Iteration 24Q: 3 clusters Score -2920600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -2920607.250000 Penalty: 3056.353271
	Iteration 25Q: 3 clusters Score -2920607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2920614.750000 Penalty: 3056.353271
	Iteration 26Q: 3 clusters Score -2920615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -2920627.750000 Penalty: 3056.353271
	Iteration 27Q: 3 clusters Score -2920628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -2920632.500000 Penalty: 3056.353271
	Iteration 28Q: 3 clusters Score -2920632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -2920636.500000 Penalty: 3056.353271
	Iteration 29Q: 3 clusters Score -2920636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -2920643.250000 Penalty: 3056.353271
	Iteration 30Q: 3 clusters Score -2920643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -2920649.250000 Penalty: 3056.353271
	Iteration 31Q: 3 clusters Score -2920649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -2920652.250000 Penalty: 3056.353271
	Iteration 32Q: 3 clusters Score -2920652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -2920652.000000 Penalty: 3056.353271
	Iteration 33Q: 3 clusters Score -2920652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -2920656.500000 Penalty: 3056.353271
	Iteration 34Q: 3 clusters Score -2920656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -2920655.500000 Penalty: 3056.353271
	Iteration 35Q: 3 clusters Score -2920656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -2920655.000000 Penalty: 3056.353271
	Iteration 36Q: 3 clusters Score -2920655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -2920658.000000 Penalty: 3056.353271
	Iteration 37Q: 3 clusters Score -2920658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -2920655.000000 Penalty: 3056.353271
	Iteration 38Q: 3 clusters Score -2920655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -2920655.000000 Penalty: 3056.353271
	Iteration 39F: 3 clusters Score -2920655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Entering Unmasked Estep 
Score: -4689543.000000 Penalty: 1584.925903
	Iteration 0F: 2 clusters Score -4689543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4662032.000000 Penalty: 3169.851807
	Iteration 0F: 3 clusters Score -4662032 nChanged 19316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4672658.500000 Penalty: 3169.851807
	Iteration 1F: 3 clusters Score -4672658 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4673460.500000 Penalty: 3169.851807
	Iteration 2Q: 3 clusters Score -4673460 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -4674603.500000 Penalty: 3169.851807
	Iteration 3F: 3 clusters Score -4674604 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4676212.500000 Penalty: 3169.851807
	Iteration 4F: 3 clusters Score -4676212 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -4678529.500000 Penalty: 3169.851807
	Iteration 5F: 3 clusters Score -4678530 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4681159.500000 Penalty: 3169.851807
	Iteration 6F: 3 clusters Score -4681160 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4683851.500000 Penalty: 3169.851807
	Iteration 7F: 3 clusters Score -4683852 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -4685839.500000 Penalty: 3169.851807
	Iteration 8F: 3 clusters Score -4685840 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -4687007.500000 Penalty: 3169.851807
	Iteration 9Q: 3 clusters Score -4687008 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -4687633.500000 Penalty: 3169.851807
	Iteration 10Q: 3 clusters Score -4687634 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -4687915.500000 Penalty: 3169.851807
	Iteration 11Q: 3 clusters Score -4687916 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -4688083.500000 Penalty: 3169.851807
	Iteration 12Q: 3 clusters Score -4688084 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -4688184.500000 Penalty: 3169.851807
	Iteration 13Q: 3 clusters Score -4688184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -4688240.500000 Penalty: 3169.851807
	Iteration 14Q: 3 clusters Score -4688240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -4688274.500000 Penalty: 3169.851807
	Iteration 15Q: 3 clusters Score -4688274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -4688279.000000 Penalty: 3169.851807
	Iteration 16Q: 3 clusters Score -4688279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -4688306.500000 Penalty: 3169.851807
	Iteration 17Q: 3 clusters Score -4688306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -4688313.500000 Penalty: 3169.851807
	Iteration 18Q: 3 clusters Score -4688314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -4688327.000000 Penalty: 3169.851807
	Iteration 19Q: 3 clusters Score -4688327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -4688331.500000 Penalty: 3169.851807
	Iteration 20F: 3 clusters Score -4688332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -4688336.000000 Penalty: 3169.851807
	Iteration 21Q: 3 clusters Score -4688336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -4688343.000000 Penalty: 3169.851807
	Iteration 22Q: 3 clusters Score -4688343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -4688349.000000 Penalty: 3169.851807
	Iteration 23Q: 3 clusters Score -4688349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -4688349.000000 Penalty: 3169.851807
	Iteration 24F: 3 clusters Score -4688349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Entering Unmasked Estep 
Score: -6024137.500000 Penalty: 1622.950928
	Iteration 0F: 2 clusters Score -6024138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -5988529.000000 Penalty: 3245.901855
	Iteration 0F: 3 clusters Score -5988529 nChanged 25279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -6002920.500000 Penalty: 3245.901855
	Iteration 1F: 3 clusters Score -6002920 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -6003912.000000 Penalty: 3245.901855
	Iteration 2Q: 3 clusters Score -6003912 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -6005305.500000 Penalty: 3245.901855
	Iteration 3Q: 3 clusters Score -6005306 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -6007378.500000 Penalty: 3245.901855
	Iteration 4F: 3 clusters Score -6007378 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -6010459.000000 Penalty: 3245.901855
	Iteration 5F: 3 clusters Score -6010459 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -6015813.000000 Penalty: 3245.901855
	Iteration 6F: 3 clusters Score -6015813 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -6024890.500000 Penalty: 3245.901855
	Iteration 7F: 3 clusters Score -6024890 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -6030699.500000 Penalty: 3245.901855
	Iteration 8F: 3 clusters Score -6030700 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -6035362.500000 Penalty: 3245.901855
	Iteration 9F: 3 clusters Score -6035362 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -6040004.000000 Penalty: 3245.901855
	Iteration 10F: 3 clusters Score -6040004 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -6044858.500000 Penalty: 3245.901855
	Iteration 11F: 3 clusters Score -6044858 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -6050686.000000 Penalty: 3245.901855
	Iteration 12F: 3 clusters Score -6050686 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -6057419.000000 Penalty: 3245.901855
	Iteration 13Q: 3 clusters Score -6057419 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -6061399.000000 Penalty: 3245.901855
	Iteration 14Q: 3 clusters Score -6061399 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -6061823.000000 Penalty: 3245.901855
	Iteration 15Q: 3 clusters Score -6061823 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -6061865.000000 Penalty: 3245.901855
	Iteration 16Q: 3 clusters Score -6061865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -6061866.500000 Penalty: 3245.901855
	Iteration 17Q: 3 clusters Score -6061866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -6061866.500000 Penalty: 3245.901855
	Iteration 18F: 3 clusters Score -6061866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 63949 members 
Mstep: Class 3 contains 27884 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 51076 members 
Mstep: Class 6 contains 19207 members 
Mstep: Class 7 contains 40135 members 
Mstep: Class 8 contains 28854 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 35868 members 
Mstep: Class 12 contains 36314 members 
Mstep: Class 13 contains 94947 members 
Mstep: Class 14 contains 133611 members 
Mstep: Class 15 contains 18685 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 30653 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 14405 members 
Entering Unmasked Estep 
Score: -78739584.000000 Penalty: 46228.253906
Splitting cluster 11 changes total score from -78702048.000000 to -78739584.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 12 (36314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Entering Unmasked Estep 
Score: -4006148.750000 Penalty: 1562.393921
	Iteration 0F: 2 clusters Score -4006149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3982435.250000 Penalty: 3124.787842
	Iteration 0F: 3 clusters Score -3982435 nChanged 16607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3991883.000000 Penalty: 3124.787842
	Iteration 1F: 3 clusters Score -3991883 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3992521.000000 Penalty: 3124.787842
	Iteration 2Q: 3 clusters Score -3992521 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3993093.250000 Penalty: 3124.787842
	Iteration 3Q: 3 clusters Score -3993093 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3993696.500000 Penalty: 3124.787842
	Iteration 4Q: 3 clusters Score -3993696 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -3994357.250000 Penalty: 3124.787842
	Iteration 5Q: 3 clusters Score -3994357 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3995102.750000 Penalty: 3124.787842
	Iteration 6Q: 3 clusters Score -3995103 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3995978.500000 Penalty: 3124.787842
	Iteration 7Q: 3 clusters Score -3995978 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3996936.500000 Penalty: 3124.787842
	Iteration 8Q: 3 clusters Score -3996936 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3997926.250000 Penalty: 3124.787842
	Iteration 9Q: 3 clusters Score -3997926 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3999011.750000 Penalty: 3124.787842
	Iteration 10Q: 3 clusters Score -3999012 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -4000138.250000 Penalty: 3124.787842
	Iteration 11Q: 3 clusters Score -4000138 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4001299.500000 Penalty: 3124.787842
	Iteration 12Q: 3 clusters Score -4001300 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -4002519.000000 Penalty: 3124.787842
	Iteration 13Q: 3 clusters Score -4002519 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4003602.000000 Penalty: 3124.787842
	Iteration 14Q: 3 clusters Score -4003602 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -4004400.500000 Penalty: 3124.787842
	Iteration 15Q: 3 clusters Score -4004400 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4004930.750000 Penalty: 3124.787842
	Iteration 16Q: 3 clusters Score -4004931 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -4005234.000000 Penalty: 3124.787842
	Iteration 17Q: 3 clusters Score -4005234 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4005467.500000 Penalty: 3124.787842
	Iteration 18Q: 3 clusters Score -4005468 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4005587.750000 Penalty: 3124.787842
	Iteration 19Q: 3 clusters Score -4005588 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4005640.250000 Penalty: 3124.787842
	Iteration 20F: 3 clusters Score -4005640 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4005704.000000 Penalty: 3124.787842
	Iteration 21Q: 3 clusters Score -4005704 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4005750.250000 Penalty: 3124.787842
	Iteration 22Q: 3 clusters Score -4005750 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4005806.000000 Penalty: 3124.787842
	Iteration 23Q: 3 clusters Score -4005806 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4005821.750000 Penalty: 3124.787842
	Iteration 24Q: 3 clusters Score -4005822 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4005847.250000 Penalty: 3124.787842
	Iteration 25Q: 3 clusters Score -4005847 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4005871.000000 Penalty: 3124.787842
	Iteration 26Q: 3 clusters Score -4005871 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -4005893.250000 Penalty: 3124.787842
	Iteration 27Q: 3 clusters Score -4005893 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -4005922.000000 Penalty: 3124.787842
	Iteration 28Q: 3 clusters Score -4005922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -4005928.000000 Penalty: 3124.787842
	Iteration 29Q: 3 clusters Score -4005928 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4005940.000000 Penalty: 3124.787842
	Iteration 30Q: 3 clusters Score -4005940 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4005963.000000 Penalty: 3124.787842
	Iteration 31Q: 3 clusters Score -4005963 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4005966.250000 Penalty: 3124.787842
	Iteration 32Q: 3 clusters Score -4005966 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -4005986.750000 Penalty: 3124.787842
	Iteration 33Q: 3 clusters Score -4005987 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4005987.750000 Penalty: 3124.787842
	Iteration 34Q: 3 clusters Score -4005988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4005992.500000 Penalty: 3124.787842
	Iteration 35Q: 3 clusters Score -4005992 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -4006015.500000 Penalty: 3124.787842
	Iteration 36Q: 3 clusters Score -4006016 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4006034.000000 Penalty: 3124.787842
	Iteration 37Q: 3 clusters Score -4006034 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -4006041.000000 Penalty: 3124.787842
	Iteration 38Q: 3 clusters Score -4006041 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4006046.000000 Penalty: 3124.787842
	Iteration 39Q: 3 clusters Score -4006046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -4006046.750000 Penalty: 3124.787842
	Iteration 40F: 3 clusters Score -4006047 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4006043.750000 Penalty: 3124.787842
	Iteration 41Q: 3 clusters Score -4006044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4006066.000000 Penalty: 3124.787842
	Iteration 42Q: 3 clusters Score -4006066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4006071.500000 Penalty: 3124.787842
	Iteration 43Q: 3 clusters Score -4006072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -4006081.250000 Penalty: 3124.787842
	Iteration 44Q: 3 clusters Score -4006081 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4006093.500000 Penalty: 3124.787842
	Iteration 45Q: 3 clusters Score -4006094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4006105.500000 Penalty: 3124.787842
	Iteration 46Q: 3 clusters Score -4006106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4006099.500000 Penalty: 3124.787842
	Iteration 47Q: 3 clusters Score -4006100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -4006112.750000 Penalty: 3124.787842
	Iteration 48Q: 3 clusters Score -4006113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -4006113.750000 Penalty: 3124.787842
	Iteration 49Q: 3 clusters Score -4006114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -4006126.500000 Penalty: 3124.787842
	Iteration 50Q: 3 clusters Score -4006126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4006143.250000 Penalty: 3124.787842
	Iteration 51Q: 3 clusters Score -4006143 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4006149.750000 Penalty: 3124.787842
	Iteration 52Q: 3 clusters Score -4006150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4006140.000000 Penalty: 3124.787842
	Iteration 53Q: 3 clusters Score -4006140 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4006138.500000 Penalty: 3124.787842
	Iteration 54Q: 3 clusters Score -4006138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4006161.500000 Penalty: 3124.787842
	Iteration 55Q: 3 clusters Score -4006162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4006149.250000 Penalty: 3124.787842
	Iteration 56Q: 3 clusters Score -4006149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4006159.250000 Penalty: 3124.787842
	Iteration 57Q: 3 clusters Score -4006159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4006160.500000 Penalty: 3124.787842
	Iteration 58Q: 3 clusters Score -4006160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4006160.500000 Penalty: 3124.787842
	Iteration 59Q: 3 clusters Score -4006160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4006173.250000 Penalty: 3124.787842
	Iteration 60F: 3 clusters Score -4006173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4006179.500000 Penalty: 3124.787842
	Iteration 61Q: 3 clusters Score -4006180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4006186.750000 Penalty: 3124.787842
	Iteration 62Q: 3 clusters Score -4006187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4006190.250000 Penalty: 3124.787842
	Iteration 63Q: 3 clusters Score -4006190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4006193.500000 Penalty: 3124.787842
	Iteration 64Q: 3 clusters Score -4006194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -4006194.250000 Penalty: 3124.787842
	Iteration 65Q: 3 clusters Score -4006194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4006194.500000 Penalty: 3124.787842
	Iteration 66Q: 3 clusters Score -4006194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4006198.000000 Penalty: 3124.787842
	Iteration 67Q: 3 clusters Score -4006198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4006196.750000 Penalty: 3124.787842
	Iteration 68Q: 3 clusters Score -4006197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -4006195.500000 Penalty: 3124.787842
	Iteration 69Q: 3 clusters Score -4006196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -4006200.000000 Penalty: 3124.787842
	Iteration 70Q: 3 clusters Score -4006200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -4006200.500000 Penalty: 3124.787842
	Iteration 71Q: 3 clusters Score -4006200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -4006197.000000 Penalty: 3124.787842
	Iteration 72Q: 3 clusters Score -4006197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -4006200.500000 Penalty: 3124.787842
	Iteration 73Q: 3 clusters Score -4006200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4006201.500000 Penalty: 3124.787842
	Iteration 74Q: 3 clusters Score -4006202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4006194.000000 Penalty: 3124.787842
	Iteration 75Q: 3 clusters Score -4006194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4006209.000000 Penalty: 3124.787842
	Iteration 76Q: 3 clusters Score -4006209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4006207.750000 Penalty: 3124.787842
	Iteration 77Q: 3 clusters Score -4006208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4006210.750000 Penalty: 3124.787842
	Iteration 78Q: 3 clusters Score -4006211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4006214.500000 Penalty: 3124.787842
	Iteration 79Q: 3 clusters Score -4006214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -4006207.500000 Penalty: 3124.787842
	Iteration 80F: 3 clusters Score -4006208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -4006216.500000 Penalty: 3124.787842
	Iteration 81Q: 3 clusters Score -4006216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4006217.250000 Penalty: 3124.787842
	Iteration 82Q: 3 clusters Score -4006217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4006206.500000 Penalty: 3124.787842
	Iteration 83Q: 3 clusters Score -4006206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4006207.750000 Penalty: 3124.787842
	Iteration 84Q: 3 clusters Score -4006208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4006212.250000 Penalty: 3124.787842
	Iteration 85Q: 3 clusters Score -4006212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -4006211.000000 Penalty: 3124.787842
	Iteration 86Q: 3 clusters Score -4006211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4006214.250000 Penalty: 3124.787842
	Iteration 87Q: 3 clusters Score -4006214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4006210.250000 Penalty: 3124.787842
	Iteration 88Q: 3 clusters Score -4006210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4006210.000000 Penalty: 3124.787842
	Iteration 89Q: 3 clusters Score -4006210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -4006211.750000 Penalty: 3124.787842
	Iteration 90Q: 3 clusters Score -4006212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4006204.750000 Penalty: 3124.787842
	Iteration 91Q: 3 clusters Score -4006205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4006208.250000 Penalty: 3124.787842
	Iteration 92Q: 3 clusters Score -4006208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4006209.750000 Penalty: 3124.787842
	Iteration 93Q: 3 clusters Score -4006210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4006209.750000 Penalty: 3124.787842
	Iteration 94Q: 3 clusters Score -4006210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4006208.500000 Penalty: 3124.787842
	Iteration 95Q: 3 clusters Score -4006208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4006208.500000 Penalty: 3124.787842
	Iteration 96F: 3 clusters Score -4006208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 63949 members 
Mstep: Class 3 contains 27884 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 51076 members 
Mstep: Class 6 contains 19207 members 
Mstep: Class 7 contains 40135 members 
Mstep: Class 8 contains 28854 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 35868 members 
Mstep: Class 12 contains 20030 members 
Mstep: Class 13 contains 94947 members 
Mstep: Class 14 contains 133611 members 
Mstep: Class 15 contains 18685 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 30653 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 14405 members 
Mstep: Class 24 contains 16284 members 
Entering Unmasked Estep 
Score: -78739400.000000 Penalty: 48238.179688
Splitting cluster 12 changes total score from -78702048.000000 to -78739400.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (94947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Entering Unmasked Estep 
Score: -10510282.000000 Penalty: 1705.407837
	Iteration 0F: 2 clusters Score -1.051028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -10448083.000000 Penalty: 3410.815674
	Iteration 0F: 3 clusters Score -1.044808e+07 nChanged 44977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -10475143.000000 Penalty: 3410.815674
	Iteration 1F: 3 clusters Score -1.047514e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -10478533.000000 Penalty: 3410.815674
	Iteration 2F: 3 clusters Score -1.047853e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -10483515.000000 Penalty: 3410.815674
	Iteration 3F: 3 clusters Score -1.048352e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67200 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -10489622.000000 Penalty: 3410.815674
	Iteration 4F: 3 clusters Score -1.048962e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -10494965.000000 Penalty: 3410.815674
	Iteration 5F: 3 clusters Score -1.049496e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -10498868.000000 Penalty: 3410.815674
	Iteration 6F: 3 clusters Score -1.049887e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -10501568.000000 Penalty: 3410.815674
	Iteration 7Q: 3 clusters Score -1.050157e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -10503607.000000 Penalty: 3410.815674
	Iteration 8Q: 3 clusters Score -1.050361e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -10505194.000000 Penalty: 3410.815674
	Iteration 9Q: 3 clusters Score -1.050519e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86858 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -10506288.000000 Penalty: 3410.815674
	Iteration 10Q: 3 clusters Score -1.050629e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -10507006.000000 Penalty: 3410.815674
	Iteration 11Q: 3 clusters Score -1.050701e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -10507485.000000 Penalty: 3410.815674
	Iteration 12Q: 3 clusters Score -1.050748e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -10507826.000000 Penalty: 3410.815674
	Iteration 13Q: 3 clusters Score -1.050783e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -10508037.000000 Penalty: 3410.815674
	Iteration 14Q: 3 clusters Score -1.050804e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -10508262.000000 Penalty: 3410.815674
	Iteration 15Q: 3 clusters Score -1.050826e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -10508442.000000 Penalty: 3410.815674
	Iteration 16Q: 3 clusters Score -1.050844e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -10508513.000000 Penalty: 3410.815674
	Iteration 17Q: 3 clusters Score -1.050851e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -10508640.000000 Penalty: 3410.815674
	Iteration 18Q: 3 clusters Score -1.050864e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -10508697.000000 Penalty: 3410.815674
	Iteration 19Q: 3 clusters Score -1.05087e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -10508758.000000 Penalty: 3410.815674
	Iteration 20F: 3 clusters Score -1.050876e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -10508811.000000 Penalty: 3410.815674
	Iteration 21Q: 3 clusters Score -1.050881e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92188 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -10508840.000000 Penalty: 3410.815674
	Iteration 22Q: 3 clusters Score -1.050884e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92320 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -10508889.000000 Penalty: 3410.815674
	Iteration 23Q: 3 clusters Score -1.050889e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -10508930.000000 Penalty: 3410.815674
	Iteration 24Q: 3 clusters Score -1.050893e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -10508966.000000 Penalty: 3410.815674
	Iteration 25Q: 3 clusters Score -1.050897e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -10509008.000000 Penalty: 3410.815674
	Iteration 26Q: 3 clusters Score -1.050901e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -10509038.000000 Penalty: 3410.815674
	Iteration 27Q: 3 clusters Score -1.050904e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -10509078.000000 Penalty: 3410.815674
	Iteration 28Q: 3 clusters Score -1.050908e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92870 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10509095.000000 Penalty: 3410.815674
	Iteration 29Q: 3 clusters Score -1.05091e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -10509106.000000 Penalty: 3410.815674
	Iteration 30Q: 3 clusters Score -1.050911e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10509125.000000 Penalty: 3410.815674
	Iteration 31Q: 3 clusters Score -1.050912e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -10509135.000000 Penalty: 3410.815674
	Iteration 32Q: 3 clusters Score -1.050914e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10509148.000000 Penalty: 3410.815674
	Iteration 33Q: 3 clusters Score -1.050915e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10509164.000000 Penalty: 3410.815674
	Iteration 34Q: 3 clusters Score -1.050916e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -10509182.000000 Penalty: 3410.815674
	Iteration 35Q: 3 clusters Score -1.050918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -10509213.000000 Penalty: 3410.815674
	Iteration 36Q: 3 clusters Score -1.050921e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10509270.000000 Penalty: 3410.815674
	Iteration 37Q: 3 clusters Score -1.050927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10509246.000000 Penalty: 3410.815674
	Iteration 38Q: 3 clusters Score -1.050925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10509252.000000 Penalty: 3410.815674
	Iteration 39Q: 3 clusters Score -1.050925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -10509279.000000 Penalty: 3410.815674
	Iteration 40F: 3 clusters Score -1.050928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -10509271.000000 Penalty: 3410.815674
	Iteration 41Q: 3 clusters Score -1.050927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93294 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10509277.000000 Penalty: 3410.815674
	Iteration 42Q: 3 clusters Score -1.050928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93306 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -10509276.000000 Penalty: 3410.815674
	Iteration 43Q: 3 clusters Score -1.050928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -10509278.000000 Penalty: 3410.815674
	Iteration 44Q: 3 clusters Score -1.050928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10509276.000000 Penalty: 3410.815674
	Iteration 45Q: 3 clusters Score -1.050928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93337 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -10509274.000000 Penalty: 3410.815674
	Iteration 46Q: 3 clusters Score -1.050927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10509277.000000 Penalty: 3410.815674
	Iteration 47Q: 3 clusters Score -1.050928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93354 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -10509279.000000 Penalty: 3410.815674
	Iteration 48Q: 3 clusters Score -1.050928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10509277.000000 Penalty: 3410.815674
	Iteration 49Q: 3 clusters Score -1.050928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -10509283.000000 Penalty: 3410.815674
	Iteration 50Q: 3 clusters Score -1.050928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -10509289.000000 Penalty: 3410.815674
	Iteration 51Q: 3 clusters Score -1.050929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -10509294.000000 Penalty: 3410.815674
	Iteration 52Q: 3 clusters Score -1.050929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -10509294.000000 Penalty: 3410.815674
	Iteration 53Q: 3 clusters Score -1.050929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10509293.000000 Penalty: 3410.815674
	Iteration 54Q: 3 clusters Score -1.050929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10509303.000000 Penalty: 3410.815674
	Iteration 55Q: 3 clusters Score -1.05093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -10509295.000000 Penalty: 3410.815674
	Iteration 56Q: 3 clusters Score -1.05093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -10509300.000000 Penalty: 3410.815674
	Iteration 57Q: 3 clusters Score -1.05093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93385 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -10509295.000000 Penalty: 3410.815674
	Iteration 58Q: 3 clusters Score -1.05093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10509300.000000 Penalty: 3410.815674
	Iteration 59Q: 3 clusters Score -1.05093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10509293.000000 Penalty: 3410.815674
	Iteration 60F: 3 clusters Score -1.050929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (133611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133611 members 
Entering Unmasked Estep 
Score: -14674170.000000 Penalty: 1756.239990
	Iteration 0F: 2 clusters Score -1.467417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -14586478.000000 Penalty: 3512.479980
	Iteration 0F: 3 clusters Score -1.458648e+07 nChanged 63962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -14623469.000000 Penalty: 3512.479980
	Iteration 1F: 3 clusters Score -1.462347e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73609 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -14624913.000000 Penalty: 3512.479980
	Iteration 2Q: 3 clusters Score -1.462491e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -14627046.000000 Penalty: 3512.479980
	Iteration 3Q: 3 clusters Score -1.462705e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -14630539.000000 Penalty: 3512.479980
	Iteration 4F: 3 clusters Score -1.463054e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91664 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -14635789.000000 Penalty: 3512.479980
	Iteration 5F: 3 clusters Score -1.463579e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -14643649.000000 Penalty: 3512.479980
	Iteration 6F: 3 clusters Score -1.464365e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112474 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -14652943.000000 Penalty: 3512.479980
	Iteration 7F: 3 clusters Score -1.465294e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121799 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -14661538.000000 Penalty: 3512.479980
	Iteration 8F: 3 clusters Score -1.466154e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128194 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -14667575.000000 Penalty: 3512.479980
	Iteration 9Q: 3 clusters Score -1.466758e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131511 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -14670780.000000 Penalty: 3512.479980
	Iteration 10Q: 3 clusters Score -1.467078e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132823 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14672008.000000 Penalty: 3512.479980
	Iteration 11Q: 3 clusters Score -1.467201e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133198 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -14672431.000000 Penalty: 3512.479980
	Iteration 12Q: 3 clusters Score -1.467243e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133309 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14672559.000000 Penalty: 3512.479980
	Iteration 13Q: 3 clusters Score -1.467256e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133340 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -14672618.000000 Penalty: 3512.479980
	Iteration 14Q: 3 clusters Score -1.467262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133353 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -14672652.000000 Penalty: 3512.479980
	Iteration 15Q: 3 clusters Score -1.467265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133360 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14672663.000000 Penalty: 3512.479980
	Iteration 16Q: 3 clusters Score -1.467266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133361 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14672680.000000 Penalty: 3512.479980
	Iteration 17Q: 3 clusters Score -1.467268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133359 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14672673.000000 Penalty: 3512.479980
	Iteration 18Q: 3 clusters Score -1.467267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133359 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14672673.000000 Penalty: 3512.479980
	Iteration 19F: 3 clusters Score -1.467267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -376069.500000 Penalty: 1217.523193
	Iteration 0F: 2 clusters Score -376069.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -373303.312500 Penalty: 2435.046387
	Iteration 0F: 3 clusters Score -373303.3 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -374119.281250 Penalty: 2435.046387
	Iteration 1F: 3 clusters Score -374119.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -374311.406250 Penalty: 2435.046387
	Iteration 2F: 3 clusters Score -374311.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -374414.156250 Penalty: 2435.046387
	Iteration 3Q: 3 clusters Score -374414.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -374480.406250 Penalty: 2435.046387
	Iteration 4Q: 3 clusters Score -374480.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -374524.718750 Penalty: 2435.046387
	Iteration 5Q: 3 clusters Score -374524.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -374556.281250 Penalty: 2435.046387
	Iteration 6Q: 3 clusters Score -374556.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -374588.187500 Penalty: 2435.046387
	Iteration 7Q: 3 clusters Score -374588.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -374620.062500 Penalty: 2435.046387
	Iteration 8Q: 3 clusters Score -374620.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -374672.125000 Penalty: 2435.046387
	Iteration 9Q: 3 clusters Score -374672.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -374712.375000 Penalty: 2435.046387
	Iteration 10Q: 3 clusters Score -374712.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -374750.687500 Penalty: 2435.046387
	Iteration 11Q: 3 clusters Score -374750.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -374783.031250 Penalty: 2435.046387
	Iteration 12Q: 3 clusters Score -374783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -374816.406250 Penalty: 2435.046387
	Iteration 13Q: 3 clusters Score -374816.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -374848.718750 Penalty: 2435.046387
	Iteration 14Q: 3 clusters Score -374848.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -374881.343750 Penalty: 2435.046387
	Iteration 15Q: 3 clusters Score -374881.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -374915.281250 Penalty: 2435.046387
	Iteration 16Q: 3 clusters Score -374915.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -374961.750000 Penalty: 2435.046387
	Iteration 17Q: 3 clusters Score -374961.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -374997.531250 Penalty: 2435.046387
	Iteration 18Q: 3 clusters Score -374997.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -375031.750000 Penalty: 2435.046387
	Iteration 19Q: 3 clusters Score -375031.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -375062.718750 Penalty: 2435.046387
	Iteration 20F: 3 clusters Score -375062.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -375103.750000 Penalty: 2435.046387
	Iteration 21Q: 3 clusters Score -375103.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -375135.656250 Penalty: 2435.046387
	Iteration 22Q: 3 clusters Score -375135.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -375160.406250 Penalty: 2435.046387
	Iteration 23Q: 3 clusters Score -375160.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -375195.437500 Penalty: 2435.046387
	Iteration 24Q: 3 clusters Score -375195.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -375229.781250 Penalty: 2435.046387
	Iteration 25Q: 3 clusters Score -375229.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -375256.906250 Penalty: 2435.046387
	Iteration 26Q: 3 clusters Score -375256.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -375280.812500 Penalty: 2435.046387
	Iteration 27Q: 3 clusters Score -375280.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -375307.812500 Penalty: 2435.046387
	Iteration 28Q: 3 clusters Score -375307.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -375331.843750 Penalty: 2435.046387
	Iteration 29Q: 3 clusters Score -375331.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -375348.437500 Penalty: 2435.046387
	Iteration 30Q: 3 clusters Score -375348.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -375364.781250 Penalty: 2435.046387
	Iteration 31Q: 3 clusters Score -375364.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -375382.343750 Penalty: 2435.046387
	Iteration 32Q: 3 clusters Score -375382.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -375396.062500 Penalty: 2435.046387
	Iteration 33Q: 3 clusters Score -375396.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -375408.875000 Penalty: 2435.046387
	Iteration 34Q: 3 clusters Score -375408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -375413.531250 Penalty: 2435.046387
	Iteration 35Q: 3 clusters Score -375413.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -375422.843750 Penalty: 2435.046387
	Iteration 36Q: 3 clusters Score -375422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -375429.437500 Penalty: 2435.046387
	Iteration 37Q: 3 clusters Score -375429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -375435.656250 Penalty: 2435.046387
	Iteration 38Q: 3 clusters Score -375435.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -375439.625000 Penalty: 2435.046387
	Iteration 39Q: 3 clusters Score -375439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -375439.625000 Penalty: 2435.046387
	Iteration 40F: 3 clusters Score -375439.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Entering Unmasked Estep 
Score: -3379377.500000 Penalty: 1537.176270
	Iteration 0F: 2 clusters Score -3379378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3359324.000000 Penalty: 3074.352539
	Iteration 0F: 3 clusters Score -3359324 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3366687.750000 Penalty: 3074.352539
	Iteration 1F: 3 clusters Score -3366688 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3367089.750000 Penalty: 3074.352539
	Iteration 2Q: 3 clusters Score -3367090 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3367417.250000 Penalty: 3074.352539
	Iteration 3Q: 3 clusters Score -3367417 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3367792.250000 Penalty: 3074.352539
	Iteration 4Q: 3 clusters Score -3367792 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3368294.250000 Penalty: 3074.352539
	Iteration 5Q: 3 clusters Score -3368294 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3369002.500000 Penalty: 3074.352539
	Iteration 6Q: 3 clusters Score -3369002 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3370096.250000 Penalty: 3074.352539
	Iteration 7F: 3 clusters Score -3370096 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3371706.750000 Penalty: 3074.352539
	Iteration 8F: 3 clusters Score -3371707 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3373763.000000 Penalty: 3074.352539
	Iteration 9F: 3 clusters Score -3373763 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3375647.500000 Penalty: 3074.352539
	Iteration 10F: 3 clusters Score -3375648 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3376857.000000 Penalty: 3074.352539
	Iteration 11Q: 3 clusters Score -3376857 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3377515.500000 Penalty: 3074.352539
	Iteration 12Q: 3 clusters Score -3377516 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3377812.500000 Penalty: 3074.352539
	Iteration 13Q: 3 clusters Score -3377812 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3377941.750000 Penalty: 3074.352539
	Iteration 14Q: 3 clusters Score -3377942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3378004.500000 Penalty: 3074.352539
	Iteration 15Q: 3 clusters Score -3378004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3378054.750000 Penalty: 3074.352539
	Iteration 16Q: 3 clusters Score -3378055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3378082.500000 Penalty: 3074.352539
	Iteration 17Q: 3 clusters Score -3378082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3378093.000000 Penalty: 3074.352539
	Iteration 18Q: 3 clusters Score -3378093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3378095.750000 Penalty: 3074.352539
	Iteration 19Q: 3 clusters Score -3378096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3378106.500000 Penalty: 3074.352539
	Iteration 20F: 3 clusters Score -3378106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3378118.500000 Penalty: 3074.352539
	Iteration 21Q: 3 clusters Score -3378118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3378122.000000 Penalty: 3074.352539
	Iteration 22Q: 3 clusters Score -3378122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3378123.250000 Penalty: 3074.352539
	Iteration 23Q: 3 clusters Score -3378123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3378124.250000 Penalty: 3074.352539
	Iteration 24Q: 3 clusters Score -3378124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3378124.250000 Penalty: 3074.352539
	Iteration 25F: 3 clusters Score -3378124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -623633.812500 Penalty: 1298.524536
	Iteration 0F: 2 clusters Score -623633.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -619264.750000 Penalty: 2597.049072
	Iteration 0F: 3 clusters Score -619264.8 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -620820.312500 Penalty: 2597.049072
	Iteration 1F: 3 clusters Score -620820.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -621234.000000 Penalty: 2597.049072
	Iteration 2F: 3 clusters Score -621234 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -621487.562500 Penalty: 2597.049072
	Iteration 3F: 3 clusters Score -621487.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -621662.625000 Penalty: 2597.049072
	Iteration 4Q: 3 clusters Score -621662.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -621805.312500 Penalty: 2597.049072
	Iteration 5Q: 3 clusters Score -621805.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -621913.062500 Penalty: 2597.049072
	Iteration 6Q: 3 clusters Score -621913.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -622025.312500 Penalty: 2597.049072
	Iteration 7Q: 3 clusters Score -622025.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -622134.500000 Penalty: 2597.049072
	Iteration 8Q: 3 clusters Score -622134.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -622251.312500 Penalty: 2597.049072
	Iteration 9Q: 3 clusters Score -622251.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -622405.562500 Penalty: 2597.049072
	Iteration 10Q: 3 clusters Score -622405.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -622562.312500 Penalty: 2597.049072
	Iteration 11Q: 3 clusters Score -622562.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -622721.562500 Penalty: 2597.049072
	Iteration 12Q: 3 clusters Score -622721.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -622897.937500 Penalty: 2597.049072
	Iteration 13Q: 3 clusters Score -622897.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -623062.437500 Penalty: 2597.049072
	Iteration 14Q: 3 clusters Score -623062.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -623226.562500 Penalty: 2597.049072
	Iteration 15Q: 3 clusters Score -623226.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -623364.375000 Penalty: 2597.049072
	Iteration 16Q: 3 clusters Score -623364.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -623484.625000 Penalty: 2597.049072
	Iteration 17Q: 3 clusters Score -623484.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -623592.687500 Penalty: 2597.049072
	Iteration 18Q: 3 clusters Score -623592.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -623669.000000 Penalty: 2597.049072
	Iteration 19Q: 3 clusters Score -623669 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -623725.812500 Penalty: 2597.049072
	Iteration 20F: 3 clusters Score -623725.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -623761.750000 Penalty: 2597.049072
	Iteration 21Q: 3 clusters Score -623761.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -623779.125000 Penalty: 2597.049072
	Iteration 22Q: 3 clusters Score -623779.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -623798.500000 Penalty: 2597.049072
	Iteration 23Q: 3 clusters Score -623798.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -623816.312500 Penalty: 2597.049072
	Iteration 24Q: 3 clusters Score -623816.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -623827.750000 Penalty: 2597.049072
	Iteration 25Q: 3 clusters Score -623827.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -623838.312500 Penalty: 2597.049072
	Iteration 26Q: 3 clusters Score -623838.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -623845.062500 Penalty: 2597.049072
	Iteration 27Q: 3 clusters Score -623845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -623851.937500 Penalty: 2597.049072
	Iteration 28Q: 3 clusters Score -623851.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -623857.875000 Penalty: 2597.049072
	Iteration 29Q: 3 clusters Score -623857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -623859.875000 Penalty: 2597.049072
	Iteration 30Q: 3 clusters Score -623859.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -623862.250000 Penalty: 2597.049072
	Iteration 31Q: 3 clusters Score -623862.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -623864.937500 Penalty: 2597.049072
	Iteration 32Q: 3 clusters Score -623864.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -623868.312500 Penalty: 2597.049072
	Iteration 33Q: 3 clusters Score -623868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -623869.750000 Penalty: 2597.049072
	Iteration 34Q: 3 clusters Score -623869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -623870.750000 Penalty: 2597.049072
	Iteration 35Q: 3 clusters Score -623870.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -623873.437500 Penalty: 2597.049072
	Iteration 36Q: 3 clusters Score -623873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -623877.062500 Penalty: 2597.049072
	Iteration 37Q: 3 clusters Score -623877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -623877.375000 Penalty: 2597.049072
	Iteration 38Q: 3 clusters Score -623877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -623878.812500 Penalty: 2597.049072
	Iteration 39Q: 3 clusters Score -623878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -623881.437500 Penalty: 2597.049072
	Iteration 40F: 3 clusters Score -623881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -623882.000000 Penalty: 2597.049072
	Iteration 41Q: 3 clusters Score -623882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -623882.750000 Penalty: 2597.049072
	Iteration 42Q: 3 clusters Score -623882.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -623883.375000 Penalty: 2597.049072
	Iteration 43Q: 3 clusters Score -623883.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -623884.125000 Penalty: 2597.049072
	Iteration 44Q: 3 clusters Score -623884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -623884.875000 Penalty: 2597.049072
	Iteration 45Q: 3 clusters Score -623884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -623885.250000 Penalty: 2597.049072
	Iteration 46Q: 3 clusters Score -623885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -623885.250000 Penalty: 2597.049072
	Iteration 47F: 3 clusters Score -623885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 63949 members 
Mstep: Class 3 contains 27884 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 51076 members 
Mstep: Class 6 contains 19207 members 
Mstep: Class 7 contains 40135 members 
Mstep: Class 8 contains 28854 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 35868 members 
Mstep: Class 12 contains 20030 members 
Mstep: Class 13 contains 94947 members 
Mstep: Class 14 contains 133611 members 
Mstep: Class 15 contains 18685 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 30653 members 
Mstep: Class 18 contains 4729 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 14405 members 
Mstep: Class 24 contains 16284 members 
Mstep: Class 25 contains 1436 members 
Entering Unmasked Estep 
Score: -78738896.000000 Penalty: 50248.105469
Splitting cluster 18 changes total score from -78702048.000000 to -78738896.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -169695.203125 Penalty: 1095.561646
	Iteration 0F: 2 clusters Score -169695.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -168102.609375 Penalty: 2191.123291
	Iteration 0F: 3 clusters Score -168102.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -168478.093750 Penalty: 2191.123291
	Iteration 1F: 3 clusters Score -168478.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -168574.062500 Penalty: 2191.123291
	Iteration 2F: 3 clusters Score -168574.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -168616.796875 Penalty: 2191.123291
	Iteration 3Q: 3 clusters Score -168616.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -168644.015625 Penalty: 2191.123291
	Iteration 4Q: 3 clusters Score -168644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -168669.171875 Penalty: 2191.123291
	Iteration 5Q: 3 clusters Score -168669.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -168699.078125 Penalty: 2191.123291
	Iteration 6Q: 3 clusters Score -168699.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -168716.828125 Penalty: 2191.123291
	Iteration 7Q: 3 clusters Score -168716.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -168730.375000 Penalty: 2191.123291
	Iteration 8Q: 3 clusters Score -168730.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -168740.625000 Penalty: 2191.123291
	Iteration 9Q: 3 clusters Score -168740.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -168749.484375 Penalty: 2191.123291
	Iteration 10Q: 3 clusters Score -168749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -168759.703125 Penalty: 2191.123291
	Iteration 11Q: 3 clusters Score -168759.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -168769.078125 Penalty: 2191.123291
	Iteration 12Q: 3 clusters Score -168769.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -168775.093750 Penalty: 2191.123291
	Iteration 13Q: 3 clusters Score -168775.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -168778.781250 Penalty: 2191.123291
	Iteration 14Q: 3 clusters Score -168778.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -168778.781250 Penalty: 2191.123291
	Iteration 15F: 3 clusters Score -168778.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Entering Unmasked Estep 
Score: -2588792.250000 Penalty: 1495.916138
	Iteration 0F: 2 clusters Score -2588792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2573650.250000 Penalty: 2991.832275
	Iteration 0F: 3 clusters Score -2573650 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2579196.250000 Penalty: 2991.832275
	Iteration 1F: 3 clusters Score -2579196 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2579713.750000 Penalty: 2991.832275
	Iteration 2F: 3 clusters Score -2579714 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2580212.500000 Penalty: 2991.832275
	Iteration 3Q: 3 clusters Score -2580212 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2580684.250000 Penalty: 2991.832275
	Iteration 4Q: 3 clusters Score -2580684 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2581157.750000 Penalty: 2991.832275
	Iteration 5Q: 3 clusters Score -2581158 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2581661.750000 Penalty: 2991.832275
	Iteration 6Q: 3 clusters Score -2581662 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2582218.250000 Penalty: 2991.832275
	Iteration 7Q: 3 clusters Score -2582218 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2582856.750000 Penalty: 2991.832275
	Iteration 8Q: 3 clusters Score -2582857 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2583521.000000 Penalty: 2991.832275
	Iteration 9Q: 3 clusters Score -2583521 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2584230.250000 Penalty: 2991.832275
	Iteration 10Q: 3 clusters Score -2584230 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2584923.750000 Penalty: 2991.832275
	Iteration 11Q: 3 clusters Score -2584924 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2585541.500000 Penalty: 2991.832275
	Iteration 12Q: 3 clusters Score -2585542 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2586066.250000 Penalty: 2991.832275
	Iteration 13Q: 3 clusters Score -2586066 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2586494.250000 Penalty: 2991.832275
	Iteration 14Q: 3 clusters Score -2586494 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2586882.250000 Penalty: 2991.832275
	Iteration 15Q: 3 clusters Score -2586882 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2587186.000000 Penalty: 2991.832275
	Iteration 16Q: 3 clusters Score -2587186 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2587404.750000 Penalty: 2991.832275
	Iteration 17Q: 3 clusters Score -2587405 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2587557.500000 Penalty: 2991.832275
	Iteration 18Q: 3 clusters Score -2587558 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2587664.250000 Penalty: 2991.832275
	Iteration 19Q: 3 clusters Score -2587664 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2587727.750000 Penalty: 2991.832275
	Iteration 20F: 3 clusters Score -2587728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2587762.000000 Penalty: 2991.832275
	Iteration 21Q: 3 clusters Score -2587762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2587789.250000 Penalty: 2991.832275
	Iteration 22Q: 3 clusters Score -2587789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2587812.000000 Penalty: 2991.832275
	Iteration 23Q: 3 clusters Score -2587812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2587833.500000 Penalty: 2991.832275
	Iteration 24Q: 3 clusters Score -2587834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2587848.750000 Penalty: 2991.832275
	Iteration 25Q: 3 clusters Score -2587849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2587872.750000 Penalty: 2991.832275
	Iteration 26Q: 3 clusters Score -2587873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2587883.000000 Penalty: 2991.832275
	Iteration 27Q: 3 clusters Score -2587883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2587891.000000 Penalty: 2991.832275
	Iteration 28Q: 3 clusters Score -2587891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2587902.000000 Penalty: 2991.832275
	Iteration 29Q: 3 clusters Score -2587902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2587906.000000 Penalty: 2991.832275
	Iteration 30Q: 3 clusters Score -2587906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2587915.750000 Penalty: 2991.832275
	Iteration 31Q: 3 clusters Score -2587916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2587928.250000 Penalty: 2991.832275
	Iteration 32Q: 3 clusters Score -2587928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2587935.750000 Penalty: 2991.832275
	Iteration 33Q: 3 clusters Score -2587936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2587948.500000 Penalty: 2991.832275
	Iteration 34Q: 3 clusters Score -2587948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2587955.750000 Penalty: 2991.832275
	Iteration 35Q: 3 clusters Score -2587956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2587956.000000 Penalty: 2991.832275
	Iteration 36Q: 3 clusters Score -2587956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2587963.000000 Penalty: 2991.832275
	Iteration 37Q: 3 clusters Score -2587963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2587966.500000 Penalty: 2991.832275
	Iteration 38Q: 3 clusters Score -2587966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2587967.500000 Penalty: 2991.832275
	Iteration 39Q: 3 clusters Score -2587968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2587969.750000 Penalty: 2991.832275
	Iteration 40F: 3 clusters Score -2587970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2587970.000000 Penalty: 2991.832275
	Iteration 41Q: 3 clusters Score -2587970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2587971.000000 Penalty: 2991.832275
	Iteration 42Q: 3 clusters Score -2587971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2587974.250000 Penalty: 2991.832275
	Iteration 43Q: 3 clusters Score -2587974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2587974.250000 Penalty: 2991.832275
	Iteration 44F: 3 clusters Score -2587974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Entering Unmasked Estep 
Score: -1686859.000000 Penalty: 1431.455566
	Iteration 0F: 2 clusters Score -1686859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1676902.875000 Penalty: 2862.911133
	Iteration 0F: 3 clusters Score -1676903 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1680507.375000 Penalty: 2862.911133
	Iteration 1F: 3 clusters Score -1680507 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1680947.125000 Penalty: 2862.911133
	Iteration 2F: 3 clusters Score -1680947 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1681390.500000 Penalty: 2862.911133
	Iteration 3F: 3 clusters Score -1681390 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1681889.875000 Penalty: 2862.911133
	Iteration 4F: 3 clusters Score -1681890 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1682410.750000 Penalty: 2862.911133
	Iteration 5F: 3 clusters Score -1682411 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1682931.375000 Penalty: 2862.911133
	Iteration 6F: 3 clusters Score -1682931 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1683404.125000 Penalty: 2862.911133
	Iteration 7F: 3 clusters Score -1683404 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1683808.125000 Penalty: 2862.911133
	Iteration 8Q: 3 clusters Score -1683808 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1684163.000000 Penalty: 2862.911133
	Iteration 9Q: 3 clusters Score -1684163 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1684451.125000 Penalty: 2862.911133
	Iteration 10Q: 3 clusters Score -1684451 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1684696.250000 Penalty: 2862.911133
	Iteration 11Q: 3 clusters Score -1684696 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1684890.125000 Penalty: 2862.911133
	Iteration 12Q: 3 clusters Score -1684890 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1685046.625000 Penalty: 2862.911133
	Iteration 13Q: 3 clusters Score -1685047 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1685177.125000 Penalty: 2862.911133
	Iteration 14Q: 3 clusters Score -1685177 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1685268.125000 Penalty: 2862.911133
	Iteration 15Q: 3 clusters Score -1685268 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1685340.125000 Penalty: 2862.911133
	Iteration 16Q: 3 clusters Score -1685340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1685410.750000 Penalty: 2862.911133
	Iteration 17Q: 3 clusters Score -1685411 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1685452.250000 Penalty: 2862.911133
	Iteration 18Q: 3 clusters Score -1685452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1685493.875000 Penalty: 2862.911133
	Iteration 19Q: 3 clusters Score -1685494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1685532.250000 Penalty: 2862.911133
	Iteration 20F: 3 clusters Score -1685532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1685557.750000 Penalty: 2862.911133
	Iteration 21Q: 3 clusters Score -1685558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1685579.125000 Penalty: 2862.911133
	Iteration 22Q: 3 clusters Score -1685579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1685599.750000 Penalty: 2862.911133
	Iteration 23Q: 3 clusters Score -1685600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1685618.875000 Penalty: 2862.911133
	Iteration 24Q: 3 clusters Score -1685619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1685636.000000 Penalty: 2862.911133
	Iteration 25Q: 3 clusters Score -1685636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1685650.125000 Penalty: 2862.911133
	Iteration 26Q: 3 clusters Score -1685650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1685652.875000 Penalty: 2862.911133
	Iteration 27Q: 3 clusters Score -1685653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1685661.125000 Penalty: 2862.911133
	Iteration 28Q: 3 clusters Score -1685661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1685667.125000 Penalty: 2862.911133
	Iteration 29Q: 3 clusters Score -1685667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1685676.125000 Penalty: 2862.911133
	Iteration 30Q: 3 clusters Score -1685676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1685683.375000 Penalty: 2862.911133
	Iteration 31Q: 3 clusters Score -1685683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1685691.875000 Penalty: 2862.911133
	Iteration 32Q: 3 clusters Score -1685692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1685710.875000 Penalty: 2862.911133
	Iteration 33Q: 3 clusters Score -1685711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1685715.000000 Penalty: 2862.911133
	Iteration 34Q: 3 clusters Score -1685715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1685718.750000 Penalty: 2862.911133
	Iteration 35Q: 3 clusters Score -1685719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1685716.125000 Penalty: 2862.911133
	Iteration 36Q: 3 clusters Score -1685716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1685718.250000 Penalty: 2862.911133
	Iteration 37Q: 3 clusters Score -1685718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1685722.000000 Penalty: 2862.911133
	Iteration 38Q: 3 clusters Score -1685722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1685725.000000 Penalty: 2862.911133
	Iteration 39Q: 3 clusters Score -1685725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1685724.000000 Penalty: 2862.911133
	Iteration 40F: 3 clusters Score -1685724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1685725.500000 Penalty: 2862.911133
	Iteration 41Q: 3 clusters Score -1685726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1685727.125000 Penalty: 2862.911133
	Iteration 42Q: 3 clusters Score -1685727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1685726.125000 Penalty: 2862.911133
	Iteration 43Q: 3 clusters Score -1685726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1685726.125000 Penalty: 2862.911133
	Iteration 44F: 3 clusters Score -1685726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Entering Unmasked Estep 
Score: -2733946.500000 Penalty: 1503.270630
	Iteration 0F: 2 clusters Score -2733946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2717921.000000 Penalty: 3006.541260
	Iteration 0F: 3 clusters Score -2717921 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2723982.000000 Penalty: 3006.541260
	Iteration 1F: 3 clusters Score -2723982 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2724506.250000 Penalty: 3006.541260
	Iteration 2F: 3 clusters Score -2724506 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2724949.000000 Penalty: 3006.541260
	Iteration 3Q: 3 clusters Score -2724949 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2725287.750000 Penalty: 3006.541260
	Iteration 4Q: 3 clusters Score -2725288 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2725576.000000 Penalty: 3006.541260
	Iteration 5Q: 3 clusters Score -2725576 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2725837.250000 Penalty: 3006.541260
	Iteration 6Q: 3 clusters Score -2725837 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2726127.250000 Penalty: 3006.541260
	Iteration 7Q: 3 clusters Score -2726127 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2726467.250000 Penalty: 3006.541260
	Iteration 8Q: 3 clusters Score -2726467 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2726893.000000 Penalty: 3006.541260
	Iteration 9Q: 3 clusters Score -2726893 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2727508.000000 Penalty: 3006.541260
	Iteration 10Q: 3 clusters Score -2727508 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2728270.500000 Penalty: 3006.541260
	Iteration 11F: 3 clusters Score -2728270 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2729204.750000 Penalty: 3006.541260
	Iteration 12F: 3 clusters Score -2729205 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2730190.500000 Penalty: 3006.541260
	Iteration 13F: 3 clusters Score -2730190 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2731102.000000 Penalty: 3006.541260
	Iteration 14Q: 3 clusters Score -2731102 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2731741.000000 Penalty: 3006.541260
	Iteration 15Q: 3 clusters Score -2731741 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2732148.250000 Penalty: 3006.541260
	Iteration 16Q: 3 clusters Score -2732148 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2732374.750000 Penalty: 3006.541260
	Iteration 17Q: 3 clusters Score -2732375 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2732531.750000 Penalty: 3006.541260
	Iteration 18Q: 3 clusters Score -2732532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2732601.750000 Penalty: 3006.541260
	Iteration 19Q: 3 clusters Score -2732602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2732673.000000 Penalty: 3006.541260
	Iteration 20F: 3 clusters Score -2732673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2732704.500000 Penalty: 3006.541260
	Iteration 21Q: 3 clusters Score -2732704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2732737.000000 Penalty: 3006.541260
	Iteration 22Q: 3 clusters Score -2732737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2732747.500000 Penalty: 3006.541260
	Iteration 23Q: 3 clusters Score -2732748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2732754.500000 Penalty: 3006.541260
	Iteration 24Q: 3 clusters Score -2732754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2732760.500000 Penalty: 3006.541260
	Iteration 25Q: 3 clusters Score -2732760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2732765.250000 Penalty: 3006.541260
	Iteration 26Q: 3 clusters Score -2732765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2732766.000000 Penalty: 3006.541260
	Iteration 27Q: 3 clusters Score -2732766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2732773.000000 Penalty: 3006.541260
	Iteration 28Q: 3 clusters Score -2732773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2732784.750000 Penalty: 3006.541260
	Iteration 29Q: 3 clusters Score -2732785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2732786.500000 Penalty: 3006.541260
	Iteration 30Q: 3 clusters Score -2732786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2732792.500000 Penalty: 3006.541260
	Iteration 31Q: 3 clusters Score -2732792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2732807.000000 Penalty: 3006.541260
	Iteration 32Q: 3 clusters Score -2732807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2732806.500000 Penalty: 3006.541260
	Iteration 33Q: 3 clusters Score -2732806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2732806.500000 Penalty: 3006.541260
	Iteration 34F: 3 clusters Score -2732806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Entering Unmasked Estep 
Score: -1542592.250000 Penalty: 1424.809204
	Iteration 0F: 2 clusters Score -1542592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1533112.625000 Penalty: 2849.618408
	Iteration 0F: 3 clusters Score -1533113 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1536480.500000 Penalty: 2849.618408
	Iteration 1F: 3 clusters Score -1536480 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1536905.250000 Penalty: 2849.618408
	Iteration 2F: 3 clusters Score -1536905 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1537248.750000 Penalty: 2849.618408
	Iteration 3F: 3 clusters Score -1537249 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1537546.875000 Penalty: 2849.618408
	Iteration 4Q: 3 clusters Score -1537547 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1537830.500000 Penalty: 2849.618408
	Iteration 5Q: 3 clusters Score -1537830 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1538092.000000 Penalty: 2849.618408
	Iteration 6Q: 3 clusters Score -1538092 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1538324.875000 Penalty: 2849.618408
	Iteration 7Q: 3 clusters Score -1538325 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1538619.750000 Penalty: 2849.618408
	Iteration 8Q: 3 clusters Score -1538620 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1538985.500000 Penalty: 2849.618408
	Iteration 9Q: 3 clusters Score -1538986 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1539385.000000 Penalty: 2849.618408
	Iteration 10Q: 3 clusters Score -1539385 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1539794.875000 Penalty: 2849.618408
	Iteration 11Q: 3 clusters Score -1539795 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1540246.500000 Penalty: 2849.618408
	Iteration 12Q: 3 clusters Score -1540246 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1540677.625000 Penalty: 2849.618408
	Iteration 13Q: 3 clusters Score -1540678 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1541146.625000 Penalty: 2849.618408
	Iteration 14Q: 3 clusters Score -1541147 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1541659.000000 Penalty: 2849.618408
	Iteration 15Q: 3 clusters Score -1541659 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1542081.250000 Penalty: 2849.618408
	Iteration 16Q: 3 clusters Score -1542081 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1542403.875000 Penalty: 2849.618408
	Iteration 17Q: 3 clusters Score -1542404 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1542630.750000 Penalty: 2849.618408
	Iteration 18Q: 3 clusters Score -1542631 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1542789.250000 Penalty: 2849.618408
	Iteration 19Q: 3 clusters Score -1542789 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1542894.750000 Penalty: 2849.618408
	Iteration 20F: 3 clusters Score -1542895 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1542990.000000 Penalty: 2849.618408
	Iteration 21Q: 3 clusters Score -1542990 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1543052.125000 Penalty: 2849.618408
	Iteration 22Q: 3 clusters Score -1543052 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1543114.125000 Penalty: 2849.618408
	Iteration 23Q: 3 clusters Score -1543114 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1543164.000000 Penalty: 2849.618408
	Iteration 24Q: 3 clusters Score -1543164 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1543200.875000 Penalty: 2849.618408
	Iteration 25Q: 3 clusters Score -1543201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1543231.500000 Penalty: 2849.618408
	Iteration 26Q: 3 clusters Score -1543232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1543250.750000 Penalty: 2849.618408
	Iteration 27Q: 3 clusters Score -1543251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1543272.125000 Penalty: 2849.618408
	Iteration 28Q: 3 clusters Score -1543272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1543283.375000 Penalty: 2849.618408
	Iteration 29Q: 3 clusters Score -1543283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1543294.750000 Penalty: 2849.618408
	Iteration 30Q: 3 clusters Score -1543295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1543305.250000 Penalty: 2849.618408
	Iteration 31Q: 3 clusters Score -1543305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1543308.250000 Penalty: 2849.618408
	Iteration 32Q: 3 clusters Score -1543308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1543309.000000 Penalty: 2849.618408
	Iteration 33Q: 3 clusters Score -1543309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1543317.500000 Penalty: 2849.618408
	Iteration 34Q: 3 clusters Score -1543318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1543320.625000 Penalty: 2849.618408
	Iteration 35Q: 3 clusters Score -1543321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1543322.125000 Penalty: 2849.618408
	Iteration 36Q: 3 clusters Score -1543322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1543324.375000 Penalty: 2849.618408
	Iteration 37Q: 3 clusters Score -1543324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1543324.875000 Penalty: 2849.618408
	Iteration 38Q: 3 clusters Score -1543325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1543326.000000 Penalty: 2849.618408
	Iteration 39Q: 3 clusters Score -1543326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1543326.625000 Penalty: 2849.618408
	Iteration 40F: 3 clusters Score -1543327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1543323.750000 Penalty: 2849.618408
	Iteration 41Q: 3 clusters Score -1543324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1543323.875000 Penalty: 2849.618408
	Iteration 42Q: 3 clusters Score -1543324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1543322.000000 Penalty: 2849.618408
	Iteration 43Q: 3 clusters Score -1543322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1543324.750000 Penalty: 2849.618408
	Iteration 44Q: 3 clusters Score -1543325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1543324.250000 Penalty: 2849.618408
	Iteration 45Q: 3 clusters Score -1543324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1543325.125000 Penalty: 2849.618408
	Iteration 46Q: 3 clusters Score -1543325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1543324.500000 Penalty: 2849.618408
	Iteration 47Q: 3 clusters Score -1543324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1543326.750000 Penalty: 2849.618408
	Iteration 48Q: 3 clusters Score -1543327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1543325.500000 Penalty: 2849.618408
	Iteration 49Q: 3 clusters Score -1543326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1543324.000000 Penalty: 2849.618408
	Iteration 50Q: 3 clusters Score -1543324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1543325.875000 Penalty: 2849.618408
	Iteration 51Q: 3 clusters Score -1543326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1543325.875000 Penalty: 2849.618408
	Iteration 52F: 3 clusters Score -1543326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 63949 members 
Mstep: Class 3 contains 27884 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 51076 members 
Mstep: Class 6 contains 19207 members 
Mstep: Class 7 contains 40135 members 
Mstep: Class 8 contains 28854 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 10 contains 3162 members 
Mstep: Class 11 contains 35868 members 
Mstep: Class 12 contains 20030 members 
Mstep: Class 13 contains 94947 members 
Mstep: Class 14 contains 133611 members 
Mstep: Class 15 contains 18685 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 30653 members 
Mstep: Class 18 contains 4729 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 2461 members 
Mstep: Class 24 contains 16284 members 
Mstep: Class 25 contains 1436 members 
Mstep: Class 26 contains 11944 members 
Entering Unmasked Estep 
Score: -78739056.000000 Penalty: 52258.027344
Splitting cluster 23 changes total score from -78702048.000000 to -78739056.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 63949 members 
Mstep: Class 3 contains 27884 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 51076 members 
Mstep: Class 6 contains 19207 members 
Mstep: Class 7 contains 40135 members 
Mstep: Class 8 contains 28854 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 11 contains 35868 members 
Mstep: Class 12 contains 20030 members 
Mstep: Class 13 contains 94947 members 
Mstep: Class 14 contains 133611 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 30653 members 
Mstep: Class 18 contains 4729 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78743104.000000 Penalty: 52258.027344
Iteration 79Q: 27 clusters Score -7.87431e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 63992 members 
Mstep: Class 3 contains 27899 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 50531 members 
Mstep: Class 6 contains 19421 members 
Mstep: Class 7 contains 40178 members 
Mstep: Class 8 contains 28821 members 
Mstep: Class 9 contains 42038 members 
Mstep: Class 10 contains 3248 members 
Mstep: Class 11 contains 36958 members 
Mstep: Class 12 contains 19892 members 
Mstep: Class 13 contains 95289 members 
Mstep: Class 14 contains 133764 members 
Mstep: Class 15 contains 18478 members 
Mstep: Class 16 contains 3537 members 
Mstep: Class 17 contains 30701 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 20 contains 23211 members 
Mstep: Class 21 contains 15069 members 
Mstep: Class 22 contains 24412 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 15857 members 
Mstep: Class 25 contains 1328 members 
Mstep: Class 26 contains 11292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746840.000000 Penalty: 52258.027344
Iteration 80F: 27 clusters Score -7.874684e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 63929 members 
Mstep: Class 3 contains 27881 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 50077 members 
Mstep: Class 6 contains 19367 members 
Mstep: Class 7 contains 40161 members 
Mstep: Class 8 contains 28280 members 
Mstep: Class 9 contains 41359 members 
Mstep: Class 10 contains 3868 members 
Mstep: Class 11 contains 37389 members 
Mstep: Class 12 contains 19932 members 
Mstep: Class 13 contains 94804 members 
Mstep: Class 14 contains 133767 members 
Mstep: Class 15 contains 18873 members 
Mstep: Class 16 contains 3368 members 
Mstep: Class 17 contains 30689 members 
Mstep: Class 18 contains 4825 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 23208 members 
Mstep: Class 21 contains 15070 members 
Mstep: Class 22 contains 24412 members 
Mstep: Class 23 contains 2662 members 
Mstep: Class 24 contains 16279 members 
Mstep: Class 25 contains 1342 members 
Mstep: Class 26 contains 11924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748088.000000 Penalty: 52258.027344
Iteration 81Q: 27 clusters Score -7.874809e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 63905 members 
Mstep: Class 3 contains 27881 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 49887 members 
Mstep: Class 6 contains 19347 members 
Mstep: Class 7 contains 40170 members 
Mstep: Class 8 contains 27933 members 
Mstep: Class 9 contains 40870 members 
Mstep: Class 10 contains 4282 members 
Mstep: Class 11 contains 37601 members 
Mstep: Class 12 contains 20042 members 
Mstep: Class 13 contains 94416 members 
Mstep: Class 14 contains 133804 members 
Mstep: Class 15 contains 18990 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 30699 members 
Mstep: Class 18 contains 4739 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 23205 members 
Mstep: Class 21 contains 15074 members 
Mstep: Class 22 contains 24411 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 16443 members 
Mstep: Class 25 contains 1359 members 
Mstep: Class 26 contains 12442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748712.000000 Penalty: 52258.027344
Iteration 82Q: 27 clusters Score -7.874871e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 63900 members 
Mstep: Class 3 contains 27891 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 49808 members 
Mstep: Class 6 contains 19335 members 
Mstep: Class 7 contains 40173 members 
Mstep: Class 8 contains 27717 members 
Mstep: Class 9 contains 40515 members 
Mstep: Class 10 contains 4605 members 
Mstep: Class 11 contains 37725 members 
Mstep: Class 12 contains 20154 members 
Mstep: Class 13 contains 94144 members 
Mstep: Class 14 contains 133815 members 
Mstep: Class 15 contains 19038 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 30702 members 
Mstep: Class 18 contains 4662 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 20 contains 23208 members 
Mstep: Class 21 contains 15079 members 
Mstep: Class 22 contains 24408 members 
Mstep: Class 23 contains 2729 members 
Mstep: Class 24 contains 16438 members 
Mstep: Class 25 contains 1372 members 
Mstep: Class 26 contains 12840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749256.000000 Penalty: 52258.027344
Iteration 83Q: 27 clusters Score -7.874926e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 63904 members 
Mstep: Class 3 contains 27896 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 49710 members 
Mstep: Class 6 contains 19328 members 
Mstep: Class 7 contains 40176 members 
Mstep: Class 8 contains 27547 members 
Mstep: Class 9 contains 40268 members 
Mstep: Class 10 contains 4894 members 
Mstep: Class 11 contains 37795 members 
Mstep: Class 12 contains 20258 members 
Mstep: Class 13 contains 93932 members 
Mstep: Class 14 contains 133827 members 
Mstep: Class 15 contains 19055 members 
Mstep: Class 16 contains 3209 members 
Mstep: Class 17 contains 30712 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 20 contains 23209 members 
Mstep: Class 21 contains 15084 members 
Mstep: Class 22 contains 24408 members 
Mstep: Class 23 contains 2749 members 
Mstep: Class 24 contains 16385 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 13167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749560.000000 Penalty: 52258.027344
Iteration 84Q: 27 clusters Score -7.874956e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 63911 members 
Mstep: Class 3 contains 27901 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 49660 members 
Mstep: Class 6 contains 19325 members 
Mstep: Class 7 contains 40180 members 
Mstep: Class 8 contains 27407 members 
Mstep: Class 9 contains 40085 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 37856 members 
Mstep: Class 12 contains 20333 members 
Mstep: Class 13 contains 93757 members 
Mstep: Class 14 contains 133852 members 
Mstep: Class 15 contains 19069 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 30720 members 
Mstep: Class 18 contains 4562 members 
Mstep: Class 19 contains 1601 members 
Mstep: Class 20 contains 23212 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2776 members 
Mstep: Class 24 contains 16308 members 
Mstep: Class 25 contains 1397 members 
Mstep: Class 26 contains 13439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749600.000000 Penalty: 52258.027344
Iteration 85Q: 27 clusters Score -7.87496e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 63918 members 
Mstep: Class 3 contains 27901 members 
Mstep: Class 4 contains 2179 members 
Mstep: Class 5 contains 49654 members 
Mstep: Class 6 contains 19337 members 
Mstep: Class 7 contains 40185 members 
Mstep: Class 8 contains 27279 members 
Mstep: Class 9 contains 39952 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 37880 members 
Mstep: Class 12 contains 20405 members 
Mstep: Class 13 contains 93615 members 
Mstep: Class 14 contains 133861 members 
Mstep: Class 15 contains 19072 members 
Mstep: Class 16 contains 3175 members 
Mstep: Class 17 contains 30736 members 
Mstep: Class 18 contains 4507 members 
Mstep: Class 19 contains 1605 members 
Mstep: Class 20 contains 23213 members 
Mstep: Class 21 contains 15090 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 2791 members 
Mstep: Class 24 contains 16225 members 
Mstep: Class 25 contains 1414 members 
Mstep: Class 26 contains 13685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749832.000000 Penalty: 52258.027344
Iteration 86Q: 27 clusters Score -7.874983e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 63921 members 
Mstep: Class 3 contains 27904 members 
Mstep: Class 4 contains 2175 members 
Mstep: Class 5 contains 49616 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 40183 members 
Mstep: Class 8 contains 27212 members 
Mstep: Class 9 contains 39844 members 
Mstep: Class 10 contains 5348 members 
Mstep: Class 11 contains 37883 members 
Mstep: Class 12 contains 20475 members 
Mstep: Class 13 contains 93509 members 
Mstep: Class 14 contains 133871 members 
Mstep: Class 15 contains 19074 members 
Mstep: Class 16 contains 3167 members 
Mstep: Class 17 contains 30738 members 
Mstep: Class 18 contains 4482 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 23214 members 
Mstep: Class 21 contains 15089 members 
Mstep: Class 22 contains 24408 members 
Mstep: Class 23 contains 2794 members 
Mstep: Class 24 contains 16126 members 
Mstep: Class 25 contains 1424 members 
Mstep: Class 26 contains 13908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749808.000000 Penalty: 52258.027344
Iteration 87Q: 27 clusters Score -7.874981e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 63926 members 
Mstep: Class 3 contains 27905 members 
Mstep: Class 4 contains 2168 members 
Mstep: Class 5 contains 49592 members 
Mstep: Class 6 contains 19347 members 
Mstep: Class 7 contains 40181 members 
Mstep: Class 8 contains 27152 members 
Mstep: Class 9 contains 39747 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 37878 members 
Mstep: Class 12 contains 20538 members 
Mstep: Class 13 contains 93442 members 
Mstep: Class 14 contains 133876 members 
Mstep: Class 15 contains 19077 members 
Mstep: Class 16 contains 3161 members 
Mstep: Class 17 contains 30738 members 
Mstep: Class 18 contains 4456 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 23214 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 16020 members 
Mstep: Class 25 contains 1432 members 
Mstep: Class 26 contains 14124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750040.000000 Penalty: 52258.027344
Iteration 88Q: 27 clusters Score -7.875004e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 63930 members 
Mstep: Class 3 contains 27905 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 49557 members 
Mstep: Class 6 contains 19363 members 
Mstep: Class 7 contains 40180 members 
Mstep: Class 8 contains 27114 members 
Mstep: Class 9 contains 39673 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 37868 members 
Mstep: Class 12 contains 20592 members 
Mstep: Class 13 contains 93411 members 
Mstep: Class 14 contains 133882 members 
Mstep: Class 15 contains 19079 members 
Mstep: Class 16 contains 3152 members 
Mstep: Class 17 contains 30737 members 
Mstep: Class 18 contains 4427 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 23215 members 
Mstep: Class 21 contains 15092 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 15903 members 
Mstep: Class 25 contains 1441 members 
Mstep: Class 26 contains 14333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750104.000000 Penalty: 52258.027344
Iteration 89Q: 27 clusters Score -7.87501e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 63939 members 
Mstep: Class 3 contains 27905 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 49529 members 
Mstep: Class 6 contains 19378 members 
Mstep: Class 7 contains 40179 members 
Mstep: Class 8 contains 27078 members 
Mstep: Class 9 contains 39609 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 37867 members 
Mstep: Class 12 contains 20638 members 
Mstep: Class 13 contains 93395 members 
Mstep: Class 14 contains 133888 members 
Mstep: Class 15 contains 19080 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 30739 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 23216 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 24406 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 15792 members 
Mstep: Class 25 contains 1443 members 
Mstep: Class 26 contains 14521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750064.000000 Penalty: 52258.027344
Iteration 90Q: 27 clusters Score -7.875006e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 63945 members 
Mstep: Class 3 contains 27906 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 49510 members 
Mstep: Class 6 contains 19388 members 
Mstep: Class 7 contains 40176 members 
Mstep: Class 8 contains 27036 members 
Mstep: Class 9 contains 39564 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 37864 members 
Mstep: Class 12 contains 20676 members 
Mstep: Class 13 contains 93373 members 
Mstep: Class 14 contains 133892 members 
Mstep: Class 15 contains 19080 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 30744 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 23218 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 24406 members 
Mstep: Class 23 contains 2798 members 
Mstep: Class 24 contains 15697 members 
Mstep: Class 25 contains 1448 members 
Mstep: Class 26 contains 14673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750144.000000 Penalty: 52258.027344
Iteration 91Q: 27 clusters Score -7.875014e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 63955 members 
Mstep: Class 3 contains 27906 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 49477 members 
Mstep: Class 6 contains 19406 members 
Mstep: Class 7 contains 40178 members 
Mstep: Class 8 contains 27001 members 
Mstep: Class 9 contains 39513 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 37854 members 
Mstep: Class 12 contains 20723 members 
Mstep: Class 13 contains 93350 members 
Mstep: Class 14 contains 133894 members 
Mstep: Class 15 contains 19080 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 17 contains 30746 members 
Mstep: Class 18 contains 4393 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 23218 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 15599 members 
Mstep: Class 25 contains 1456 members 
Mstep: Class 26 contains 14840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750264.000000 Penalty: 52258.027344
Iteration 92Q: 27 clusters Score -7.875026e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 63959 members 
Mstep: Class 3 contains 27907 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 49456 members 
Mstep: Class 6 contains 19428 members 
Mstep: Class 7 contains 40179 members 
Mstep: Class 8 contains 26979 members 
Mstep: Class 9 contains 39459 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 37849 members 
Mstep: Class 12 contains 20757 members 
Mstep: Class 13 contains 93329 members 
Mstep: Class 14 contains 133903 members 
Mstep: Class 15 contains 19080 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 30749 members 
Mstep: Class 18 contains 4376 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 23219 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 15507 members 
Mstep: Class 25 contains 1459 members 
Mstep: Class 26 contains 14990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750352.000000 Penalty: 52258.027344
Iteration 93Q: 27 clusters Score -7.875035e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 63962 members 
Mstep: Class 3 contains 27907 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 49441 members 
Mstep: Class 6 contains 19438 members 
Mstep: Class 7 contains 40180 members 
Mstep: Class 8 contains 26962 members 
Mstep: Class 9 contains 39410 members 
Mstep: Class 10 contains 5551 members 
Mstep: Class 11 contains 37837 members 
Mstep: Class 12 contains 20798 members 
Mstep: Class 13 contains 93310 members 
Mstep: Class 14 contains 133908 members 
Mstep: Class 15 contains 19080 members 
Mstep: Class 16 contains 3104 members 
Mstep: Class 17 contains 30752 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 1626 members 
Mstep: Class 20 contains 23219 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 15401 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 15136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750456.000000 Penalty: 52258.027344
Iteration 94Q: 27 clusters Score -7.875046e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 63963 members 
Mstep: Class 3 contains 27907 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 49433 members 
Mstep: Class 6 contains 19453 members 
Mstep: Class 7 contains 40180 members 
Mstep: Class 8 contains 26946 members 
Mstep: Class 9 contains 39377 members 
Mstep: Class 10 contains 5563 members 
Mstep: Class 11 contains 37820 members 
Mstep: Class 12 contains 20841 members 
Mstep: Class 13 contains 93286 members 
Mstep: Class 14 contains 133908 members 
Mstep: Class 15 contains 19080 members 
Mstep: Class 16 contains 3102 members 
Mstep: Class 17 contains 30754 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 23219 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 24403 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 15300 members 
Mstep: Class 25 contains 1479 members 
Mstep: Class 26 contains 15270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750600.000000 Penalty: 52258.027344
Iteration 95Q: 27 clusters Score -7.87506e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 63964 members 
Mstep: Class 3 contains 27907 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 49429 members 
Mstep: Class 6 contains 19467 members 
Mstep: Class 7 contains 40180 members 
Mstep: Class 8 contains 26937 members 
Mstep: Class 9 contains 39346 members 
Mstep: Class 10 contains 5574 members 
Mstep: Class 11 contains 37808 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 93258 members 
Mstep: Class 14 contains 133919 members 
Mstep: Class 15 contains 19081 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 17 contains 30755 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 20 contains 23219 members 
Mstep: Class 21 contains 15089 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 15194 members 
Mstep: Class 25 contains 1487 members 
Mstep: Class 26 contains 15401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750600.000000 Penalty: 52258.027344
Iteration 96Q: 27 clusters Score -7.87506e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 63970 members 
Mstep: Class 3 contains 27909 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 49429 members 
Mstep: Class 6 contains 19475 members 
Mstep: Class 7 contains 40178 members 
Mstep: Class 8 contains 26923 members 
Mstep: Class 9 contains 39318 members 
Mstep: Class 10 contains 5577 members 
Mstep: Class 11 contains 37793 members 
Mstep: Class 12 contains 20929 members 
Mstep: Class 13 contains 93239 members 
Mstep: Class 14 contains 133922 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3088 members 
Mstep: Class 17 contains 30757 members 
Mstep: Class 18 contains 4316 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 23220 members 
Mstep: Class 21 contains 15089 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2813 members 
Mstep: Class 24 contains 15090 members 
Mstep: Class 25 contains 1488 members 
Mstep: Class 26 contains 15533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750736.000000 Penalty: 52258.027344
Iteration 97Q: 27 clusters Score -7.875074e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 63973 members 
Mstep: Class 3 contains 27911 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 49422 members 
Mstep: Class 6 contains 19479 members 
Mstep: Class 7 contains 40178 members 
Mstep: Class 8 contains 26909 members 
Mstep: Class 9 contains 39292 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 37780 members 
Mstep: Class 12 contains 20964 members 
Mstep: Class 13 contains 93211 members 
Mstep: Class 14 contains 133928 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 30760 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 23220 members 
Mstep: Class 21 contains 15089 members 
Mstep: Class 22 contains 24401 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 15009 members 
Mstep: Class 25 contains 1492 members 
Mstep: Class 26 contains 15663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750800.000000 Penalty: 52258.027344
Iteration 98Q: 27 clusters Score -7.87508e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 63972 members 
Mstep: Class 3 contains 27914 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 49415 members 
Mstep: Class 6 contains 19488 members 
Mstep: Class 7 contains 40179 members 
Mstep: Class 8 contains 26900 members 
Mstep: Class 9 contains 39261 members 
Mstep: Class 10 contains 5587 members 
Mstep: Class 11 contains 37759 members 
Mstep: Class 12 contains 21003 members 
Mstep: Class 13 contains 93193 members 
Mstep: Class 14 contains 133927 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 3072 members 
Mstep: Class 17 contains 30761 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 23222 members 
Mstep: Class 21 contains 15089 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 14932 members 
Mstep: Class 25 contains 1493 members 
Mstep: Class 26 contains 15797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750856.000000 Penalty: 52258.027344
Iteration 99Q: 27 clusters Score -7.875086e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 63973 members 
Mstep: Class 3 contains 27915 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 49415 members 
Mstep: Class 6 contains 19490 members 
Mstep: Class 7 contains 40179 members 
Mstep: Class 8 contains 26895 members 
Mstep: Class 9 contains 39223 members 
Mstep: Class 10 contains 5591 members 
Mstep: Class 11 contains 37736 members 
Mstep: Class 12 contains 21020 members 
Mstep: Class 13 contains 93166 members 
Mstep: Class 14 contains 133924 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 30761 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 20 contains 23223 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24401 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 14874 members 
Mstep: Class 25 contains 1495 members 
Mstep: Class 26 contains 15934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750800.000000 Penalty: 52258.027344
Iteration 100F: 27 clusters Score -7.87508e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 63974 members 
Mstep: Class 3 contains 27915 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 49412 members 
Mstep: Class 6 contains 19492 members 
Mstep: Class 7 contains 40177 members 
Mstep: Class 8 contains 26884 members 
Mstep: Class 9 contains 39186 members 
Mstep: Class 10 contains 5613 members 
Mstep: Class 11 contains 37718 members 
Mstep: Class 12 contains 21032 members 
Mstep: Class 13 contains 93134 members 
Mstep: Class 14 contains 133925 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30761 members 
Mstep: Class 18 contains 4274 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 20 contains 23223 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 14815 members 
Mstep: Class 25 contains 1497 members 
Mstep: Class 26 contains 16073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750816.000000 Penalty: 52258.027344
Iteration 101Q: 27 clusters Score -7.875082e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 63976 members 
Mstep: Class 3 contains 27915 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 49415 members 
Mstep: Class 6 contains 19496 members 
Mstep: Class 7 contains 40177 members 
Mstep: Class 8 contains 26867 members 
Mstep: Class 9 contains 39153 members 
Mstep: Class 10 contains 5619 members 
Mstep: Class 11 contains 37705 members 
Mstep: Class 12 contains 21052 members 
Mstep: Class 13 contains 93096 members 
Mstep: Class 14 contains 133927 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30761 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 1643 members 
Mstep: Class 20 contains 23224 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2796 members 
Mstep: Class 24 contains 14750 members 
Mstep: Class 25 contains 1496 members 
Mstep: Class 26 contains 16208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750864.000000 Penalty: 52258.027344
Iteration 102Q: 27 clusters Score -7.875086e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 63981 members 
Mstep: Class 3 contains 27916 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 49416 members 
Mstep: Class 6 contains 19494 members 
Mstep: Class 7 contains 40176 members 
Mstep: Class 8 contains 26848 members 
Mstep: Class 9 contains 39130 members 
Mstep: Class 10 contains 5631 members 
Mstep: Class 11 contains 37696 members 
Mstep: Class 12 contains 21071 members 
Mstep: Class 13 contains 93066 members 
Mstep: Class 14 contains 133927 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 20 contains 23226 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2796 members 
Mstep: Class 24 contains 14670 members 
Mstep: Class 25 contains 1495 members 
Mstep: Class 26 contains 16334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750920.000000 Penalty: 52258.027344
Iteration 103Q: 27 clusters Score -7.875092e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 63982 members 
Mstep: Class 3 contains 27917 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 49423 members 
Mstep: Class 6 contains 19494 members 
Mstep: Class 7 contains 40176 members 
Mstep: Class 8 contains 26827 members 
Mstep: Class 9 contains 39107 members 
Mstep: Class 10 contains 5639 members 
Mstep: Class 11 contains 37692 members 
Mstep: Class 12 contains 21098 members 
Mstep: Class 13 contains 93026 members 
Mstep: Class 14 contains 133930 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30761 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 23226 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2796 members 
Mstep: Class 24 contains 14596 members 
Mstep: Class 25 contains 1495 members 
Mstep: Class 26 contains 16458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751032.000000 Penalty: 52258.027344
Iteration 104Q: 27 clusters Score -7.875103e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 63982 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 49418 members 
Mstep: Class 6 contains 19498 members 
Mstep: Class 7 contains 40176 members 
Mstep: Class 8 contains 26815 members 
Mstep: Class 9 contains 39090 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 37686 members 
Mstep: Class 12 contains 21118 members 
Mstep: Class 13 contains 93000 members 
Mstep: Class 14 contains 133929 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30764 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2795 members 
Mstep: Class 24 contains 14513 members 
Mstep: Class 25 contains 1494 members 
Mstep: Class 26 contains 16573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751000.000000 Penalty: 52258.027344
Iteration 105Q: 27 clusters Score -7.8751e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 63981 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 49413 members 
Mstep: Class 6 contains 19500 members 
Mstep: Class 7 contains 40177 members 
Mstep: Class 8 contains 26806 members 
Mstep: Class 9 contains 39080 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 37675 members 
Mstep: Class 12 contains 21132 members 
Mstep: Class 13 contains 92970 members 
Mstep: Class 14 contains 133927 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30764 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 1666 members 
Mstep: Class 20 contains 23229 members 
Mstep: Class 21 contains 15086 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2796 members 
Mstep: Class 24 contains 14443 members 
Mstep: Class 25 contains 1493 members 
Mstep: Class 26 contains 16690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751104.000000 Penalty: 52258.027344
Iteration 106Q: 27 clusters Score -7.87511e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 63982 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 49409 members 
Mstep: Class 6 contains 19503 members 
Mstep: Class 7 contains 40177 members 
Mstep: Class 8 contains 26803 members 
Mstep: Class 9 contains 39067 members 
Mstep: Class 10 contains 5653 members 
Mstep: Class 11 contains 37661 members 
Mstep: Class 12 contains 21146 members 
Mstep: Class 13 contains 92951 members 
Mstep: Class 14 contains 133928 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30763 members 
Mstep: Class 18 contains 4235 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 23229 members 
Mstep: Class 21 contains 15086 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2796 members 
Mstep: Class 24 contains 14382 members 
Mstep: Class 25 contains 1494 members 
Mstep: Class 26 contains 16790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751080.000000 Penalty: 52258.027344
Iteration 107Q: 27 clusters Score -7.875108e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 63983 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 49402 members 
Mstep: Class 6 contains 19508 members 
Mstep: Class 7 contains 40178 members 
Mstep: Class 8 contains 26795 members 
Mstep: Class 9 contains 39048 members 
Mstep: Class 10 contains 5657 members 
Mstep: Class 11 contains 37650 members 
Mstep: Class 12 contains 21154 members 
Mstep: Class 13 contains 92929 members 
Mstep: Class 14 contains 133928 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30763 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 1669 members 
Mstep: Class 20 contains 23229 members 
Mstep: Class 21 contains 15086 members 
Mstep: Class 22 contains 24403 members 
Mstep: Class 23 contains 2799 members 
Mstep: Class 24 contains 14325 members 
Mstep: Class 25 contains 1496 members 
Mstep: Class 26 contains 16892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751024.000000 Penalty: 52258.027344
Iteration 108Q: 27 clusters Score -7.875102e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 63984 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 49401 members 
Mstep: Class 6 contains 19504 members 
Mstep: Class 7 contains 40178 members 
Mstep: Class 8 contains 26783 members 
Mstep: Class 9 contains 39030 members 
Mstep: Class 10 contains 5668 members 
Mstep: Class 11 contains 37637 members 
Mstep: Class 12 contains 21160 members 
Mstep: Class 13 contains 92900 members 
Mstep: Class 14 contains 133932 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30764 members 
Mstep: Class 18 contains 4222 members 
Mstep: Class 19 contains 1669 members 
Mstep: Class 20 contains 23229 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 14266 members 
Mstep: Class 25 contains 1499 members 
Mstep: Class 26 contains 17003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751032.000000 Penalty: 52258.027344
Iteration 109Q: 27 clusters Score -7.875103e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 63984 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2143 members 
Mstep: Class 5 contains 49395 members 
Mstep: Class 6 contains 19503 members 
Mstep: Class 7 contains 40179 members 
Mstep: Class 8 contains 26768 members 
Mstep: Class 9 contains 39011 members 
Mstep: Class 10 contains 5678 members 
Mstep: Class 11 contains 37631 members 
Mstep: Class 12 contains 21173 members 
Mstep: Class 13 contains 92869 members 
Mstep: Class 14 contains 133933 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30763 members 
Mstep: Class 18 contains 4222 members 
Mstep: Class 19 contains 1674 members 
Mstep: Class 20 contains 23229 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 1501 members 
Mstep: Class 26 contains 17107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751040.000000 Penalty: 52258.027344
Iteration 110Q: 27 clusters Score -7.875104e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 63985 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2144 members 
Mstep: Class 5 contains 49391 members 
Mstep: Class 6 contains 19501 members 
Mstep: Class 7 contains 40180 members 
Mstep: Class 8 contains 26756 members 
Mstep: Class 9 contains 38997 members 
Mstep: Class 10 contains 5688 members 
Mstep: Class 11 contains 37624 members 
Mstep: Class 12 contains 21187 members 
Mstep: Class 13 contains 92840 members 
Mstep: Class 14 contains 133932 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30763 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24400 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 14149 members 
Mstep: Class 25 contains 1504 members 
Mstep: Class 26 contains 17211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751032.000000 Penalty: 52258.027344
Iteration 111Q: 27 clusters Score -7.875103e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 63987 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 49395 members 
Mstep: Class 6 contains 19498 members 
Mstep: Class 7 contains 40181 members 
Mstep: Class 8 contains 26747 members 
Mstep: Class 9 contains 38984 members 
Mstep: Class 10 contains 5694 members 
Mstep: Class 11 contains 37615 members 
Mstep: Class 12 contains 21195 members 
Mstep: Class 13 contains 92819 members 
Mstep: Class 14 contains 133932 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30764 members 
Mstep: Class 18 contains 4211 members 
Mstep: Class 19 contains 1681 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24399 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 14095 members 
Mstep: Class 25 contains 1503 members 
Mstep: Class 26 contains 17303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751144.000000 Penalty: 52258.027344
Iteration 112Q: 27 clusters Score -7.875114e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 63989 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 49390 members 
Mstep: Class 6 contains 19502 members 
Mstep: Class 7 contains 40182 members 
Mstep: Class 8 contains 26735 members 
Mstep: Class 9 contains 38971 members 
Mstep: Class 10 contains 5696 members 
Mstep: Class 11 contains 37603 members 
Mstep: Class 12 contains 21199 members 
Mstep: Class 13 contains 92804 members 
Mstep: Class 14 contains 133930 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 30767 members 
Mstep: Class 18 contains 4202 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15086 members 
Mstep: Class 22 contains 24399 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 14051 members 
Mstep: Class 25 contains 1502 members 
Mstep: Class 26 contains 17393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751120.000000 Penalty: 52258.027344
Iteration 113Q: 27 clusters Score -7.875112e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 63991 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 49385 members 
Mstep: Class 6 contains 19505 members 
Mstep: Class 7 contains 40183 members 
Mstep: Class 8 contains 26724 members 
Mstep: Class 9 contains 38957 members 
Mstep: Class 10 contains 5700 members 
Mstep: Class 11 contains 37593 members 
Mstep: Class 12 contains 21210 members 
Mstep: Class 13 contains 92779 members 
Mstep: Class 14 contains 133934 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3066 members 
Mstep: Class 17 contains 30769 members 
Mstep: Class 18 contains 4195 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24399 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 14007 members 
Mstep: Class 25 contains 1503 members 
Mstep: Class 26 contains 17481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751072.000000 Penalty: 52258.027344
Iteration 114Q: 27 clusters Score -7.875107e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 63990 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 49383 members 
Mstep: Class 6 contains 19509 members 
Mstep: Class 7 contains 40183 members 
Mstep: Class 8 contains 26717 members 
Mstep: Class 9 contains 38941 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 37581 members 
Mstep: Class 12 contains 21219 members 
Mstep: Class 13 contains 92766 members 
Mstep: Class 14 contains 133936 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3066 members 
Mstep: Class 17 contains 30771 members 
Mstep: Class 18 contains 4187 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24399 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 13955 members 
Mstep: Class 25 contains 1505 members 
Mstep: Class 26 contains 17571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751136.000000 Penalty: 52258.027344
Iteration 115Q: 27 clusters Score -7.875114e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 63992 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 49382 members 
Mstep: Class 6 contains 19512 members 
Mstep: Class 7 contains 40183 members 
Mstep: Class 8 contains 26708 members 
Mstep: Class 9 contains 38922 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 37566 members 
Mstep: Class 12 contains 21229 members 
Mstep: Class 13 contains 92756 members 
Mstep: Class 14 contains 133939 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3064 members 
Mstep: Class 17 contains 30773 members 
Mstep: Class 18 contains 4179 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 23231 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24398 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 13902 members 
Mstep: Class 25 contains 1506 members 
Mstep: Class 26 contains 17666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751064.000000 Penalty: 52258.027344
Iteration 116Q: 27 clusters Score -7.875106e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 63994 members 
Mstep: Class 3 contains 27918 members 
Mstep: Class 4 contains 2146 members 
Mstep: Class 5 contains 49383 members 
Mstep: Class 6 contains 19511 members 
Mstep: Class 7 contains 40184 members 
Mstep: Class 8 contains 26696 members 
Mstep: Class 9 contains 38900 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 37557 members 
Mstep: Class 12 contains 21234 members 
Mstep: Class 13 contains 92749 members 
Mstep: Class 14 contains 133942 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 30774 members 
Mstep: Class 18 contains 4170 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 23231 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24398 members 
Mstep: Class 23 contains 2812 members 
Mstep: Class 24 contains 13860 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 17751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751088.000000 Penalty: 52258.027344
Iteration 117Q: 27 clusters Score -7.875109e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 63995 members 
Mstep: Class 3 contains 27919 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 49381 members 
Mstep: Class 6 contains 19513 members 
Mstep: Class 7 contains 40183 members 
Mstep: Class 8 contains 26684 members 
Mstep: Class 9 contains 38888 members 
Mstep: Class 10 contains 5703 members 
Mstep: Class 11 contains 37542 members 
Mstep: Class 12 contains 21243 members 
Mstep: Class 13 contains 92737 members 
Mstep: Class 14 contains 133945 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 3064 members 
Mstep: Class 17 contains 30775 members 
Mstep: Class 18 contains 4169 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24398 members 
Mstep: Class 23 contains 2813 members 
Mstep: Class 24 contains 13811 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 17836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751144.000000 Penalty: 52258.027344
Iteration 118Q: 27 clusters Score -7.875114e+07 nChanged 148
Entering ConstructFrom: 
Score: -78751144.000000 Penalty: 52258.027344
Entering ConstructFrom: 
Trying to split cluster 1 (17582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Entering Unmasked Estep 
Score: -1962960.750000 Penalty: 1454.465088
	Iteration 0F: 2 clusters Score -1962961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1951410.625000 Penalty: 2908.930176
	Iteration 0F: 3 clusters Score -1951411 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1955594.375000 Penalty: 2908.930176
	Iteration 1F: 3 clusters Score -1955594 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1956134.625000 Penalty: 2908.930176
	Iteration 2F: 3 clusters Score -1956135 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1956616.250000 Penalty: 2908.930176
	Iteration 3F: 3 clusters Score -1956616 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1957055.125000 Penalty: 2908.930176
	Iteration 4F: 3 clusters Score -1957055 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1957504.500000 Penalty: 2908.930176
	Iteration 5F: 3 clusters Score -1957504 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1957927.125000 Penalty: 2908.930176
	Iteration 6Q: 3 clusters Score -1957927 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1958351.375000 Penalty: 2908.930176
	Iteration 7Q: 3 clusters Score -1958351 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1958760.500000 Penalty: 2908.930176
	Iteration 8Q: 3 clusters Score -1958760 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1959125.000000 Penalty: 2908.930176
	Iteration 9Q: 3 clusters Score -1959125 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1959474.875000 Penalty: 2908.930176
	Iteration 10Q: 3 clusters Score -1959475 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1959803.750000 Penalty: 2908.930176
	Iteration 11Q: 3 clusters Score -1959804 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1960151.875000 Penalty: 2908.930176
	Iteration 12Q: 3 clusters Score -1960152 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1960525.125000 Penalty: 2908.930176
	Iteration 13Q: 3 clusters Score -1960525 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1960838.125000 Penalty: 2908.930176
	Iteration 14Q: 3 clusters Score -1960838 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1961090.250000 Penalty: 2908.930176
	Iteration 15Q: 3 clusters Score -1961090 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1961277.625000 Penalty: 2908.930176
	Iteration 16Q: 3 clusters Score -1961278 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1961424.375000 Penalty: 2908.930176
	Iteration 17Q: 3 clusters Score -1961424 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1961526.250000 Penalty: 2908.930176
	Iteration 18Q: 3 clusters Score -1961526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1961616.625000 Penalty: 2908.930176
	Iteration 19Q: 3 clusters Score -1961617 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1961686.250000 Penalty: 2908.930176
	Iteration 20F: 3 clusters Score -1961686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1961733.625000 Penalty: 2908.930176
	Iteration 21Q: 3 clusters Score -1961734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1961768.250000 Penalty: 2908.930176
	Iteration 22Q: 3 clusters Score -1961768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1961797.750000 Penalty: 2908.930176
	Iteration 23Q: 3 clusters Score -1961798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1961815.375000 Penalty: 2908.930176
	Iteration 24Q: 3 clusters Score -1961815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1961833.625000 Penalty: 2908.930176
	Iteration 25Q: 3 clusters Score -1961834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1961852.125000 Penalty: 2908.930176
	Iteration 26Q: 3 clusters Score -1961852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1961868.625000 Penalty: 2908.930176
	Iteration 27Q: 3 clusters Score -1961869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1961881.625000 Penalty: 2908.930176
	Iteration 28Q: 3 clusters Score -1961882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1961890.000000 Penalty: 2908.930176
	Iteration 29Q: 3 clusters Score -1961890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1961899.750000 Penalty: 2908.930176
	Iteration 30Q: 3 clusters Score -1961900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1961914.125000 Penalty: 2908.930176
	Iteration 31Q: 3 clusters Score -1961914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1961921.500000 Penalty: 2908.930176
	Iteration 32Q: 3 clusters Score -1961922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1961924.875000 Penalty: 2908.930176
	Iteration 33Q: 3 clusters Score -1961925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1961923.500000 Penalty: 2908.930176
	Iteration 34Q: 3 clusters Score -1961924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1961923.500000 Penalty: 2908.930176
	Iteration 35F: 3 clusters Score -1961924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Entering Unmasked Estep 
Score: -7016462.500000 Penalty: 1646.708862
	Iteration 0F: 2 clusters Score -7016462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -6974599.000000 Penalty: 3293.417725
	Iteration 0F: 3 clusters Score -6974599 nChanged 29884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -6991515.500000 Penalty: 3293.417725
	Iteration 1F: 3 clusters Score -6991516 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -6992318.500000 Penalty: 3293.417725
	Iteration 2Q: 3 clusters Score -6992318 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -6993287.500000 Penalty: 3293.417725
	Iteration 3Q: 3 clusters Score -6993288 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -6994526.500000 Penalty: 3293.417725
	Iteration 4Q: 3 clusters Score -6994526 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -6996379.000000 Penalty: 3293.417725
	Iteration 5F: 3 clusters Score -6996379 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -6998676.000000 Penalty: 3293.417725
	Iteration 6F: 3 clusters Score -6998676 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -7001548.500000 Penalty: 3293.417725
	Iteration 7F: 3 clusters Score -7001548 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -7004616.000000 Penalty: 3293.417725
	Iteration 8F: 3 clusters Score -7004616 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -7007819.500000 Penalty: 3293.417725
	Iteration 9F: 3 clusters Score -7007820 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -7010736.500000 Penalty: 3293.417725
	Iteration 10F: 3 clusters Score -7010736 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -7012822.500000 Penalty: 3293.417725
	Iteration 11Q: 3 clusters Score -7012822 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -7014053.000000 Penalty: 3293.417725
	Iteration 12Q: 3 clusters Score -7014053 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -7014601.000000 Penalty: 3293.417725
	Iteration 13Q: 3 clusters Score -7014601 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -7014870.000000 Penalty: 3293.417725
	Iteration 14Q: 3 clusters Score -7014870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 63613 members 
Entering Unmasked Estep 
Score: -7014975.000000 Penalty: 3293.417725
	Iteration 15Q: 3 clusters Score -7014975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -7015029.000000 Penalty: 3293.417725
	Iteration 16Q: 3 clusters Score -7015029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -7015074.000000 Penalty: 3293.417725
	Iteration 17Q: 3 clusters Score -7015074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -7015096.000000 Penalty: 3293.417725
	Iteration 18Q: 3 clusters Score -7015096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -7015117.000000 Penalty: 3293.417725
	Iteration 19Q: 3 clusters Score -7015117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -7015142.500000 Penalty: 3293.417725
	Iteration 20F: 3 clusters Score -7015142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -7015160.500000 Penalty: 3293.417725
	Iteration 21Q: 3 clusters Score -7015160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -7015171.500000 Penalty: 3293.417725
	Iteration 22Q: 3 clusters Score -7015172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -7015178.000000 Penalty: 3293.417725
	Iteration 23Q: 3 clusters Score -7015178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -7015180.000000 Penalty: 3293.417725
	Iteration 24Q: 3 clusters Score -7015180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -7015183.000000 Penalty: 3293.417725
	Iteration 25Q: 3 clusters Score -7015183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -7015183.000000 Penalty: 3293.417725
	Iteration 26F: 3 clusters Score -7015183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Entering Unmasked Estep 
Score: -3126584.000000 Penalty: 1523.280273
	Iteration 0F: 2 clusters Score -3126584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3108429.750000 Penalty: 3046.560547
	Iteration 0F: 3 clusters Score -3108430 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3115273.500000 Penalty: 3046.560547
	Iteration 1F: 3 clusters Score -3115274 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3116053.500000 Penalty: 3046.560547
	Iteration 2F: 3 clusters Score -3116054 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3117019.500000 Penalty: 3046.560547
	Iteration 3F: 3 clusters Score -3117020 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -3118144.500000 Penalty: 3046.560547
	Iteration 4F: 3 clusters Score -3118144 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3119380.750000 Penalty: 3046.560547
	Iteration 5F: 3 clusters Score -3119381 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3120528.000000 Penalty: 3046.560547
	Iteration 6F: 3 clusters Score -3120528 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3121522.750000 Penalty: 3046.560547
	Iteration 7F: 3 clusters Score -3121523 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3122383.250000 Penalty: 3046.560547
	Iteration 8Q: 3 clusters Score -3122383 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -3123099.000000 Penalty: 3046.560547
	Iteration 9Q: 3 clusters Score -3123099 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3123720.750000 Penalty: 3046.560547
	Iteration 10Q: 3 clusters Score -3123721 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3124276.750000 Penalty: 3046.560547
	Iteration 11Q: 3 clusters Score -3124277 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3124605.500000 Penalty: 3046.560547
	Iteration 12Q: 3 clusters Score -3124606 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3124845.750000 Penalty: 3046.560547
	Iteration 13Q: 3 clusters Score -3124846 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3125030.250000 Penalty: 3046.560547
	Iteration 14Q: 3 clusters Score -3125030 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3125130.250000 Penalty: 3046.560547
	Iteration 15Q: 3 clusters Score -3125130 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3125222.750000 Penalty: 3046.560547
	Iteration 16Q: 3 clusters Score -3125223 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3125291.750000 Penalty: 3046.560547
	Iteration 17Q: 3 clusters Score -3125292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3125328.500000 Penalty: 3046.560547
	Iteration 18Q: 3 clusters Score -3125328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3125357.000000 Penalty: 3046.560547
	Iteration 19Q: 3 clusters Score -3125357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3125367.500000 Penalty: 3046.560547
	Iteration 20F: 3 clusters Score -3125368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3125388.250000 Penalty: 3046.560547
	Iteration 21Q: 3 clusters Score -3125388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3125400.250000 Penalty: 3046.560547
	Iteration 22Q: 3 clusters Score -3125400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3125408.000000 Penalty: 3046.560547
	Iteration 23Q: 3 clusters Score -3125408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3125419.000000 Penalty: 3046.560547
	Iteration 24Q: 3 clusters Score -3125419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3125424.250000 Penalty: 3046.560547
	Iteration 25Q: 3 clusters Score -3125424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3125431.250000 Penalty: 3046.560547
	Iteration 26Q: 3 clusters Score -3125431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3125433.250000 Penalty: 3046.560547
	Iteration 27Q: 3 clusters Score -3125433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3125433.750000 Penalty: 3046.560547
	Iteration 28Q: 3 clusters Score -3125434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3125439.250000 Penalty: 3046.560547
	Iteration 29Q: 3 clusters Score -3125439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3125448.750000 Penalty: 3046.560547
	Iteration 30Q: 3 clusters Score -3125449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3125450.000000 Penalty: 3046.560547
	Iteration 31Q: 3 clusters Score -3125450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3125455.250000 Penalty: 3046.560547
	Iteration 32Q: 3 clusters Score -3125455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3125453.750000 Penalty: 3046.560547
	Iteration 33Q: 3 clusters Score -3125454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3125460.000000 Penalty: 3046.560547
	Iteration 34Q: 3 clusters Score -3125460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3125464.000000 Penalty: 3046.560547
	Iteration 35Q: 3 clusters Score -3125464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3125462.750000 Penalty: 3046.560547
	Iteration 36Q: 3 clusters Score -3125463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3125462.250000 Penalty: 3046.560547
	Iteration 37Q: 3 clusters Score -3125462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3125459.750000 Penalty: 3046.560547
	Iteration 38Q: 3 clusters Score -3125460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3125466.500000 Penalty: 3046.560547
	Iteration 39Q: 3 clusters Score -3125466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3125466.250000 Penalty: 3046.560547
	Iteration 40F: 3 clusters Score -3125466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3125465.500000 Penalty: 3046.560547
	Iteration 41Q: 3 clusters Score -3125466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3125471.000000 Penalty: 3046.560547
	Iteration 42Q: 3 clusters Score -3125471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3125471.000000 Penalty: 3046.560547
	Iteration 43Q: 3 clusters Score -3125471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3125471.250000 Penalty: 3046.560547
	Iteration 44Q: 3 clusters Score -3125471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3125471.250000 Penalty: 3046.560547
	Iteration 45F: 3 clusters Score -3125471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -230824.500000 Penalty: 1141.220947
	Iteration 0F: 2 clusters Score -230824.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -228844.328125 Penalty: 2282.441895
	Iteration 0F: 3 clusters Score -228844.3 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -229316.625000 Penalty: 2282.441895
	Iteration 1F: 3 clusters Score -229316.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229437.187500 Penalty: 2282.441895
	Iteration 2F: 3 clusters Score -229437.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -229499.750000 Penalty: 2282.441895
	Iteration 3Q: 3 clusters Score -229499.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229539.859375 Penalty: 2282.441895
	Iteration 4Q: 3 clusters Score -229539.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -229573.296875 Penalty: 2282.441895
	Iteration 5Q: 3 clusters Score -229573.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229605.359375 Penalty: 2282.441895
	Iteration 6Q: 3 clusters Score -229605.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -229626.578125 Penalty: 2282.441895
	Iteration 7Q: 3 clusters Score -229626.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -229643.218750 Penalty: 2282.441895
	Iteration 8Q: 3 clusters Score -229643.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229659.046875 Penalty: 2282.441895
	Iteration 9Q: 3 clusters Score -229659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -229674.750000 Penalty: 2282.441895
	Iteration 10Q: 3 clusters Score -229674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -229684.000000 Penalty: 2282.441895
	Iteration 11Q: 3 clusters Score -229684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -229691.375000 Penalty: 2282.441895
	Iteration 12Q: 3 clusters Score -229691.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229694.328125 Penalty: 2282.441895
	Iteration 13Q: 3 clusters Score -229694.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -229698.843750 Penalty: 2282.441895
	Iteration 14Q: 3 clusters Score -229698.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -229701.609375 Penalty: 2282.441895
	Iteration 15Q: 3 clusters Score -229701.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -229704.890625 Penalty: 2282.441895
	Iteration 16Q: 3 clusters Score -229704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -229706.546875 Penalty: 2282.441895
	Iteration 17Q: 3 clusters Score -229706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -229707.765625 Penalty: 2282.441895
	Iteration 18Q: 3 clusters Score -229707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -229707.765625 Penalty: 2282.441895
	Iteration 19F: 3 clusters Score -229707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Entering Unmasked Estep 
Score: -5369904.500000 Penalty: 1608.120361
	Iteration 0F: 2 clusters Score -5369904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -5337664.000000 Penalty: 3216.240723
	Iteration 0F: 3 clusters Score -5337664 nChanged 22906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -5350346.500000 Penalty: 3216.240723
	Iteration 1F: 3 clusters Score -5350346 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -5351001.500000 Penalty: 3216.240723
	Iteration 2Q: 3 clusters Score -5351002 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -5351560.500000 Penalty: 3216.240723
	Iteration 3Q: 3 clusters Score -5351560 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -5352229.500000 Penalty: 3216.240723
	Iteration 4Q: 3 clusters Score -5352230 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5353008.500000 Penalty: 3216.240723
	Iteration 5Q: 3 clusters Score -5353008 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -5353968.500000 Penalty: 3216.240723
	Iteration 6Q: 3 clusters Score -5353968 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5355226.500000 Penalty: 3216.240723
	Iteration 7Q: 3 clusters Score -5355226 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -5356831.500000 Penalty: 3216.240723
	Iteration 8F: 3 clusters Score -5356832 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -5358884.000000 Penalty: 3216.240723
	Iteration 9F: 3 clusters Score -5358884 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -5361371.500000 Penalty: 3216.240723
	Iteration 10F: 3 clusters Score -5361372 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -5363811.500000 Penalty: 3216.240723
	Iteration 11F: 3 clusters Score -5363812 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -5365792.000000 Penalty: 3216.240723
	Iteration 12Q: 3 clusters Score -5365792 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5367112.500000 Penalty: 3216.240723
	Iteration 13Q: 3 clusters Score -5367112 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5367822.500000 Penalty: 3216.240723
	Iteration 14Q: 3 clusters Score -5367822 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5368190.500000 Penalty: 3216.240723
	Iteration 15Q: 3 clusters Score -5368190 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5368362.500000 Penalty: 3216.240723
	Iteration 16Q: 3 clusters Score -5368362 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5368466.000000 Penalty: 3216.240723
	Iteration 17Q: 3 clusters Score -5368466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5368520.000000 Penalty: 3216.240723
	Iteration 18Q: 3 clusters Score -5368520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5368565.000000 Penalty: 3216.240723
	Iteration 19Q: 3 clusters Score -5368565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5368603.500000 Penalty: 3216.240723
	Iteration 20F: 3 clusters Score -5368604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5368628.000000 Penalty: 3216.240723
	Iteration 21Q: 3 clusters Score -5368628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5368640.500000 Penalty: 3216.240723
	Iteration 22Q: 3 clusters Score -5368640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5368653.500000 Penalty: 3216.240723
	Iteration 23Q: 3 clusters Score -5368654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5368665.000000 Penalty: 3216.240723
	Iteration 24Q: 3 clusters Score -5368665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5368672.000000 Penalty: 3216.240723
	Iteration 25Q: 3 clusters Score -5368672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5368696.000000 Penalty: 3216.240723
	Iteration 26Q: 3 clusters Score -5368696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5368700.000000 Penalty: 3216.240723
	Iteration 27Q: 3 clusters Score -5368700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5368702.000000 Penalty: 3216.240723
	Iteration 28Q: 3 clusters Score -5368702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5368717.500000 Penalty: 3216.240723
	Iteration 29Q: 3 clusters Score -5368718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5368733.000000 Penalty: 3216.240723
	Iteration 30Q: 3 clusters Score -5368733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5368740.000000 Penalty: 3216.240723
	Iteration 31Q: 3 clusters Score -5368740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5368744.000000 Penalty: 3216.240723
	Iteration 32Q: 3 clusters Score -5368744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5368747.500000 Penalty: 3216.240723
	Iteration 33Q: 3 clusters Score -5368748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5368754.000000 Penalty: 3216.240723
	Iteration 34Q: 3 clusters Score -5368754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5368760.000000 Penalty: 3216.240723
	Iteration 35Q: 3 clusters Score -5368760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5368760.000000 Penalty: 3216.240723
	Iteration 36Q: 3 clusters Score -5368760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5368764.000000 Penalty: 3216.240723
	Iteration 37Q: 3 clusters Score -5368764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5368770.000000 Penalty: 3216.240723
	Iteration 38Q: 3 clusters Score -5368770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5368772.000000 Penalty: 3216.240723
	Iteration 39Q: 3 clusters Score -5368772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5368771.500000 Penalty: 3216.240723
	Iteration 40F: 3 clusters Score -5368772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5368779.500000 Penalty: 3216.240723
	Iteration 41Q: 3 clusters Score -5368780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5368779.500000 Penalty: 3216.240723
	Iteration 42Q: 3 clusters Score -5368780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5368780.000000 Penalty: 3216.240723
	Iteration 43Q: 3 clusters Score -5368780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5368784.500000 Penalty: 3216.240723
	Iteration 44Q: 3 clusters Score -5368784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5368784.500000 Penalty: 3216.240723
	Iteration 45F: 3 clusters Score -5368784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Entering Unmasked Estep 
Score: -2098319.750000 Penalty: 1470.008911
	Iteration 0F: 2 clusters Score -2098320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2085520.875000 Penalty: 2940.017822
	Iteration 0F: 3 clusters Score -2085521 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2090177.125000 Penalty: 2940.017822
	Iteration 1F: 3 clusters Score -2090177 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2090635.375000 Penalty: 2940.017822
	Iteration 2F: 3 clusters Score -2090635 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2091064.625000 Penalty: 2940.017822
	Iteration 3F: 3 clusters Score -2091065 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2091546.000000 Penalty: 2940.017822
	Iteration 4Q: 3 clusters Score -2091546 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2092092.250000 Penalty: 2940.017822
	Iteration 5Q: 3 clusters Score -2092092 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2092718.625000 Penalty: 2940.017822
	Iteration 6Q: 3 clusters Score -2092719 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2093425.000000 Penalty: 2940.017822
	Iteration 7Q: 3 clusters Score -2093425 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2094161.000000 Penalty: 2940.017822
	Iteration 8Q: 3 clusters Score -2094161 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2094883.250000 Penalty: 2940.017822
	Iteration 9Q: 3 clusters Score -2094883 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2095453.500000 Penalty: 2940.017822
	Iteration 10Q: 3 clusters Score -2095454 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2095821.250000 Penalty: 2940.017822
	Iteration 11Q: 3 clusters Score -2095821 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2096100.500000 Penalty: 2940.017822
	Iteration 12Q: 3 clusters Score -2096100 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2096311.375000 Penalty: 2940.017822
	Iteration 13Q: 3 clusters Score -2096311 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2096439.625000 Penalty: 2940.017822
	Iteration 14Q: 3 clusters Score -2096440 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2096570.500000 Penalty: 2940.017822
	Iteration 15Q: 3 clusters Score -2096570 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2096672.500000 Penalty: 2940.017822
	Iteration 16Q: 3 clusters Score -2096672 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2096762.500000 Penalty: 2940.017822
	Iteration 17Q: 3 clusters Score -2096762 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2096823.625000 Penalty: 2940.017822
	Iteration 18Q: 3 clusters Score -2096824 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2096878.875000 Penalty: 2940.017822
	Iteration 19Q: 3 clusters Score -2096879 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2096921.125000 Penalty: 2940.017822
	Iteration 20F: 3 clusters Score -2096921 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2096940.375000 Penalty: 2940.017822
	Iteration 21Q: 3 clusters Score -2096940 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2096961.125000 Penalty: 2940.017822
	Iteration 22Q: 3 clusters Score -2096961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2096985.875000 Penalty: 2940.017822
	Iteration 23Q: 3 clusters Score -2096986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2097015.750000 Penalty: 2940.017822
	Iteration 24Q: 3 clusters Score -2097016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2097045.750000 Penalty: 2940.017822
	Iteration 25Q: 3 clusters Score -2097046 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2097065.625000 Penalty: 2940.017822
	Iteration 26Q: 3 clusters Score -2097066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2097080.750000 Penalty: 2940.017822
	Iteration 27Q: 3 clusters Score -2097081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2097096.875000 Penalty: 2940.017822
	Iteration 28Q: 3 clusters Score -2097097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2097107.625000 Penalty: 2940.017822
	Iteration 29Q: 3 clusters Score -2097108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2097112.875000 Penalty: 2940.017822
	Iteration 30Q: 3 clusters Score -2097113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2097115.500000 Penalty: 2940.017822
	Iteration 31Q: 3 clusters Score -2097116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2097127.375000 Penalty: 2940.017822
	Iteration 32Q: 3 clusters Score -2097127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2097122.875000 Penalty: 2940.017822
	Iteration 33Q: 3 clusters Score -2097123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2097129.750000 Penalty: 2940.017822
	Iteration 34Q: 3 clusters Score -2097130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2097132.500000 Penalty: 2940.017822
	Iteration 35Q: 3 clusters Score -2097132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2097134.125000 Penalty: 2940.017822
	Iteration 36Q: 3 clusters Score -2097134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2097133.625000 Penalty: 2940.017822
	Iteration 37Q: 3 clusters Score -2097134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2097134.375000 Penalty: 2940.017822
	Iteration 38Q: 3 clusters Score -2097134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2097137.125000 Penalty: 2940.017822
	Iteration 39Q: 3 clusters Score -2097137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2097139.250000 Penalty: 2940.017822
	Iteration 40F: 3 clusters Score -2097139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2097142.000000 Penalty: 2940.017822
	Iteration 41Q: 3 clusters Score -2097142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2097140.375000 Penalty: 2940.017822
	Iteration 42Q: 3 clusters Score -2097140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2097143.000000 Penalty: 2940.017822
	Iteration 43Q: 3 clusters Score -2097143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2097144.875000 Penalty: 2940.017822
	Iteration 44Q: 3 clusters Score -2097145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2097153.000000 Penalty: 2940.017822
	Iteration 45Q: 3 clusters Score -2097153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2097156.500000 Penalty: 2940.017822
	Iteration 46Q: 3 clusters Score -2097156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2097156.000000 Penalty: 2940.017822
	Iteration 47Q: 3 clusters Score -2097156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2097162.500000 Penalty: 2940.017822
	Iteration 48Q: 3 clusters Score -2097162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2097162.750000 Penalty: 2940.017822
	Iteration 49Q: 3 clusters Score -2097163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2097166.250000 Penalty: 2940.017822
	Iteration 50Q: 3 clusters Score -2097166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2097171.500000 Penalty: 2940.017822
	Iteration 51Q: 3 clusters Score -2097172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2097174.000000 Penalty: 2940.017822
	Iteration 52Q: 3 clusters Score -2097174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2097176.500000 Penalty: 2940.017822
	Iteration 53Q: 3 clusters Score -2097176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2097176.250000 Penalty: 2940.017822
	Iteration 54Q: 3 clusters Score -2097176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2097176.250000 Penalty: 2940.017822
	Iteration 55Q: 3 clusters Score -2097176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2097181.500000 Penalty: 2940.017822
	Iteration 56Q: 3 clusters Score -2097182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2097180.000000 Penalty: 2940.017822
	Iteration 57Q: 3 clusters Score -2097180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2097187.000000 Penalty: 2940.017822
	Iteration 58Q: 3 clusters Score -2097187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2097189.000000 Penalty: 2940.017822
	Iteration 59Q: 3 clusters Score -2097189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2097193.250000 Penalty: 2940.017822
	Iteration 60F: 3 clusters Score -2097193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2097199.500000 Penalty: 2940.017822
	Iteration 61Q: 3 clusters Score -2097200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2097198.250000 Penalty: 2940.017822
	Iteration 62Q: 3 clusters Score -2097198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2097199.750000 Penalty: 2940.017822
	Iteration 63Q: 3 clusters Score -2097200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2097205.000000 Penalty: 2940.017822
	Iteration 64Q: 3 clusters Score -2097205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2097213.750000 Penalty: 2940.017822
	Iteration 65Q: 3 clusters Score -2097214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2097215.250000 Penalty: 2940.017822
	Iteration 66Q: 3 clusters Score -2097215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2097220.500000 Penalty: 2940.017822
	Iteration 67Q: 3 clusters Score -2097220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2097225.250000 Penalty: 2940.017822
	Iteration 68Q: 3 clusters Score -2097225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2097228.500000 Penalty: 2940.017822
	Iteration 69Q: 3 clusters Score -2097228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2097231.000000 Penalty: 2940.017822
	Iteration 70Q: 3 clusters Score -2097231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2097232.250000 Penalty: 2940.017822
	Iteration 71Q: 3 clusters Score -2097232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2097232.500000 Penalty: 2940.017822
	Iteration 72Q: 3 clusters Score -2097232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2097232.500000 Penalty: 2940.017822
	Iteration 73Q: 3 clusters Score -2097232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2097238.000000 Penalty: 2940.017822
	Iteration 74Q: 3 clusters Score -2097238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2097238.000000 Penalty: 2940.017822
	Iteration 75Q: 3 clusters Score -2097238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2097239.500000 Penalty: 2940.017822
	Iteration 76Q: 3 clusters Score -2097240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2097239.000000 Penalty: 2940.017822
	Iteration 77Q: 3 clusters Score -2097239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2097238.250000 Penalty: 2940.017822
	Iteration 78Q: 3 clusters Score -2097238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2097240.500000 Penalty: 2940.017822
	Iteration 79Q: 3 clusters Score -2097240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2097240.500000 Penalty: 2940.017822
	Iteration 80F: 3 clusters Score -2097240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Entering Unmasked Estep 
Score: -4434601.500000 Penalty: 1577.465820
	Iteration 0F: 2 clusters Score -4434602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -4408397.000000 Penalty: 3154.931641
	Iteration 0F: 3 clusters Score -4408397 nChanged 18409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4418517.000000 Penalty: 3154.931641
	Iteration 1F: 3 clusters Score -4418517 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4419041.500000 Penalty: 3154.931641
	Iteration 2Q: 3 clusters Score -4419042 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4419508.000000 Penalty: 3154.931641
	Iteration 3Q: 3 clusters Score -4419508 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -4419923.500000 Penalty: 3154.931641
	Iteration 4Q: 3 clusters Score -4419924 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4420396.000000 Penalty: 3154.931641
	Iteration 5Q: 3 clusters Score -4420396 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4420932.500000 Penalty: 3154.931641
	Iteration 6Q: 3 clusters Score -4420932 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -4421694.000000 Penalty: 3154.931641
	Iteration 7Q: 3 clusters Score -4421694 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4422774.000000 Penalty: 3154.931641
	Iteration 8F: 3 clusters Score -4422774 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4424249.500000 Penalty: 3154.931641
	Iteration 9F: 3 clusters Score -4424250 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -4426190.500000 Penalty: 3154.931641
	Iteration 10F: 3 clusters Score -4426190 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -4428392.500000 Penalty: 3154.931641
	Iteration 11F: 3 clusters Score -4428392 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4430342.000000 Penalty: 3154.931641
	Iteration 12F: 3 clusters Score -4430342 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4431858.000000 Penalty: 3154.931641
	Iteration 13Q: 3 clusters Score -4431858 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4432678.500000 Penalty: 3154.931641
	Iteration 14Q: 3 clusters Score -4432678 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4433004.000000 Penalty: 3154.931641
	Iteration 15Q: 3 clusters Score -4433004 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4433163.500000 Penalty: 3154.931641
	Iteration 16Q: 3 clusters Score -4433164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4433240.500000 Penalty: 3154.931641
	Iteration 17Q: 3 clusters Score -4433240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4433309.000000 Penalty: 3154.931641
	Iteration 18Q: 3 clusters Score -4433309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4433334.500000 Penalty: 3154.931641
	Iteration 19Q: 3 clusters Score -4433334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4433362.500000 Penalty: 3154.931641
	Iteration 20F: 3 clusters Score -4433362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4433378.500000 Penalty: 3154.931641
	Iteration 21Q: 3 clusters Score -4433378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4433395.000000 Penalty: 3154.931641
	Iteration 22Q: 3 clusters Score -4433395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4433397.000000 Penalty: 3154.931641
	Iteration 23Q: 3 clusters Score -4433397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4433401.000000 Penalty: 3154.931641
	Iteration 24Q: 3 clusters Score -4433401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4433401.000000 Penalty: 3154.931641
	Iteration 25F: 3 clusters Score -4433401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Entering Unmasked Estep 
Score: -2699680.750000 Penalty: 1516.492676
	Iteration 0F: 2 clusters Score -2699681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2682274.500000 Penalty: 3032.985352
	Iteration 0F: 3 clusters Score -2682274 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2688821.500000 Penalty: 3032.985352
	Iteration 1F: 3 clusters Score -2688822 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2689345.250000 Penalty: 3032.985352
	Iteration 2F: 3 clusters Score -2689345 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2689814.250000 Penalty: 3032.985352
	Iteration 3Q: 3 clusters Score -2689814 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2690261.500000 Penalty: 3032.985352
	Iteration 4Q: 3 clusters Score -2690262 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2690761.500000 Penalty: 3032.985352
	Iteration 5Q: 3 clusters Score -2690762 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2691378.250000 Penalty: 3032.985352
	Iteration 6Q: 3 clusters Score -2691378 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2692062.250000 Penalty: 3032.985352
	Iteration 7Q: 3 clusters Score -2692062 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2692829.750000 Penalty: 3032.985352
	Iteration 8Q: 3 clusters Score -2692830 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2693725.000000 Penalty: 3032.985352
	Iteration 9F: 3 clusters Score -2693725 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2694756.750000 Penalty: 3032.985352
	Iteration 10F: 3 clusters Score -2694757 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2695894.250000 Penalty: 3032.985352
	Iteration 11Q: 3 clusters Score -2695894 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2697071.750000 Penalty: 3032.985352
	Iteration 12Q: 3 clusters Score -2697072 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2698257.500000 Penalty: 3032.985352
	Iteration 13Q: 3 clusters Score -2698258 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2699445.250000 Penalty: 3032.985352
	Iteration 14Q: 3 clusters Score -2699445 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2700490.000000 Penalty: 3032.985352
	Iteration 15Q: 3 clusters Score -2700490 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2701052.250000 Penalty: 3032.985352
	Iteration 16Q: 3 clusters Score -2701052 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2701273.250000 Penalty: 3032.985352
	Iteration 17Q: 3 clusters Score -2701273 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2701400.750000 Penalty: 3032.985352
	Iteration 18Q: 3 clusters Score -2701401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2701433.500000 Penalty: 3032.985352
	Iteration 19Q: 3 clusters Score -2701434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2701458.250000 Penalty: 3032.985352
	Iteration 20F: 3 clusters Score -2701458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2701495.500000 Penalty: 3032.985352
	Iteration 21Q: 3 clusters Score -2701496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2701504.750000 Penalty: 3032.985352
	Iteration 22Q: 3 clusters Score -2701505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2701513.750000 Penalty: 3032.985352
	Iteration 23Q: 3 clusters Score -2701514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2701512.750000 Penalty: 3032.985352
	Iteration 24Q: 3 clusters Score -2701513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2701514.000000 Penalty: 3032.985352
	Iteration 25Q: 3 clusters Score -2701514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2701512.000000 Penalty: 3032.985352
	Iteration 26Q: 3 clusters Score -2701512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2701512.000000 Penalty: 3032.985352
	Iteration 27F: 3 clusters Score -2701512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 63997 members 
Mstep: Class 3 contains 27920 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 49378 members 
Mstep: Class 6 contains 19518 members 
Mstep: Class 7 contains 40185 members 
Mstep: Class 8 contains 25563 members 
Mstep: Class 9 contains 38878 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 37524 members 
Mstep: Class 12 contains 21255 members 
Mstep: Class 13 contains 92729 members 
Mstep: Class 14 contains 133942 members 
Mstep: Class 15 contains 19081 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 30775 members 
Mstep: Class 18 contains 4163 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24398 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 13767 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 17918 members 
Mstep: Class 27 contains 1112 members 
Entering Unmasked Estep 
Score: -78752256.000000 Penalty: 54267.949219
Splitting cluster 8 changes total score from -78751144.000000 to -78752256.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (38878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Entering Unmasked Estep 
Score: -4327623.000000 Penalty: 1572.545776
	Iteration 0F: 2 clusters Score -4327623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4302393.000000 Penalty: 3145.091553
	Iteration 0F: 3 clusters Score -4302393 nChanged 17920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4311952.500000 Penalty: 3145.091553
	Iteration 1F: 3 clusters Score -4311952 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4312506.500000 Penalty: 3145.091553
	Iteration 2Q: 3 clusters Score -4312506 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4313123.500000 Penalty: 3145.091553
	Iteration 3Q: 3 clusters Score -4313124 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -4313811.500000 Penalty: 3145.091553
	Iteration 4Q: 3 clusters Score -4313812 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4314583.000000 Penalty: 3145.091553
	Iteration 5Q: 3 clusters Score -4314583 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -4315406.000000 Penalty: 3145.091553
	Iteration 6Q: 3 clusters Score -4315406 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -4316176.000000 Penalty: 3145.091553
	Iteration 7Q: 3 clusters Score -4316176 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -4316859.500000 Penalty: 3145.091553
	Iteration 8Q: 3 clusters Score -4316860 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -4317447.500000 Penalty: 3145.091553
	Iteration 9Q: 3 clusters Score -4317448 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -4318012.500000 Penalty: 3145.091553
	Iteration 10Q: 3 clusters Score -4318012 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -4318499.000000 Penalty: 3145.091553
	Iteration 11Q: 3 clusters Score -4318499 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4318961.500000 Penalty: 3145.091553
	Iteration 12Q: 3 clusters Score -4318962 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -4319473.000000 Penalty: 3145.091553
	Iteration 13Q: 3 clusters Score -4319473 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4320005.000000 Penalty: 3145.091553
	Iteration 14Q: 3 clusters Score -4320005 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -4320604.500000 Penalty: 3145.091553
	Iteration 15Q: 3 clusters Score -4320604 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4321280.500000 Penalty: 3145.091553
	Iteration 16Q: 3 clusters Score -4321280 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -4322075.000000 Penalty: 3145.091553
	Iteration 17Q: 3 clusters Score -4322075 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4322881.500000 Penalty: 3145.091553
	Iteration 18Q: 3 clusters Score -4322882 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -4323722.500000 Penalty: 3145.091553
	Iteration 19Q: 3 clusters Score -4323722 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -4324434.000000 Penalty: 3145.091553
	Iteration 20F: 3 clusters Score -4324434 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4325010.000000 Penalty: 3145.091553
	Iteration 21Q: 3 clusters Score -4325010 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4325466.000000 Penalty: 3145.091553
	Iteration 22Q: 3 clusters Score -4325466 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -4325813.000000 Penalty: 3145.091553
	Iteration 23Q: 3 clusters Score -4325813 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -4326061.500000 Penalty: 3145.091553
	Iteration 24Q: 3 clusters Score -4326062 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4326238.000000 Penalty: 3145.091553
	Iteration 25Q: 3 clusters Score -4326238 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -4326362.500000 Penalty: 3145.091553
	Iteration 26Q: 3 clusters Score -4326362 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4326439.500000 Penalty: 3145.091553
	Iteration 27Q: 3 clusters Score -4326440 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -4326505.500000 Penalty: 3145.091553
	Iteration 28Q: 3 clusters Score -4326506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -4326543.000000 Penalty: 3145.091553
	Iteration 29Q: 3 clusters Score -4326543 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4326569.500000 Penalty: 3145.091553
	Iteration 30Q: 3 clusters Score -4326570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4326586.500000 Penalty: 3145.091553
	Iteration 31Q: 3 clusters Score -4326586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4326603.500000 Penalty: 3145.091553
	Iteration 32Q: 3 clusters Score -4326604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4326621.500000 Penalty: 3145.091553
	Iteration 33Q: 3 clusters Score -4326622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4326634.000000 Penalty: 3145.091553
	Iteration 34Q: 3 clusters Score -4326634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4326649.500000 Penalty: 3145.091553
	Iteration 35Q: 3 clusters Score -4326650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4326655.500000 Penalty: 3145.091553
	Iteration 36Q: 3 clusters Score -4326656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -4326659.500000 Penalty: 3145.091553
	Iteration 37Q: 3 clusters Score -4326660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4326662.500000 Penalty: 3145.091553
	Iteration 38Q: 3 clusters Score -4326662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4326663.500000 Penalty: 3145.091553
	Iteration 39Q: 3 clusters Score -4326664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -4326670.500000 Penalty: 3145.091553
	Iteration 40F: 3 clusters Score -4326670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4326668.000000 Penalty: 3145.091553
	Iteration 41Q: 3 clusters Score -4326668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4326675.000000 Penalty: 3145.091553
	Iteration 42Q: 3 clusters Score -4326675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -4326682.000000 Penalty: 3145.091553
	Iteration 43Q: 3 clusters Score -4326682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4326678.500000 Penalty: 3145.091553
	Iteration 44Q: 3 clusters Score -4326678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4326678.500000 Penalty: 3145.091553
	Iteration 45Q: 3 clusters Score -4326678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4326679.500000 Penalty: 3145.091553
	Iteration 46Q: 3 clusters Score -4326680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -4326682.500000 Penalty: 3145.091553
	Iteration 47Q: 3 clusters Score -4326682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -4326688.000000 Penalty: 3145.091553
	Iteration 48Q: 3 clusters Score -4326688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4326688.000000 Penalty: 3145.091553
	Iteration 49Q: 3 clusters Score -4326688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -4326689.500000 Penalty: 3145.091553
	Iteration 50Q: 3 clusters Score -4326690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -4326689.000000 Penalty: 3145.091553
	Iteration 51Q: 3 clusters Score -4326689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4326691.000000 Penalty: 3145.091553
	Iteration 52Q: 3 clusters Score -4326691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4326690.500000 Penalty: 3145.091553
	Iteration 53Q: 3 clusters Score -4326690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4326690.500000 Penalty: 3145.091553
	Iteration 54F: 3 clusters Score -4326690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Entering Unmasked Estep 
Score: -674664.625000 Penalty: 1286.907593
	Iteration 0F: 2 clusters Score -674664.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -670553.375000 Penalty: 2573.815186
	Iteration 0F: 3 clusters Score -670553.4 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -671781.312500 Penalty: 2573.815186
	Iteration 1F: 3 clusters Score -671781.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -672012.562500 Penalty: 2573.815186
	Iteration 2F: 3 clusters Score -672012.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -672146.125000 Penalty: 2573.815186
	Iteration 3Q: 3 clusters Score -672146.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -672234.250000 Penalty: 2573.815186
	Iteration 4Q: 3 clusters Score -672234.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -672298.625000 Penalty: 2573.815186
	Iteration 5Q: 3 clusters Score -672298.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -672345.812500 Penalty: 2573.815186
	Iteration 6Q: 3 clusters Score -672345.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -672392.312500 Penalty: 2573.815186
	Iteration 7Q: 3 clusters Score -672392.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -672426.937500 Penalty: 2573.815186
	Iteration 8Q: 3 clusters Score -672426.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -672452.062500 Penalty: 2573.815186
	Iteration 9Q: 3 clusters Score -672452.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -672476.687500 Penalty: 2573.815186
	Iteration 10Q: 3 clusters Score -672476.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -672501.687500 Penalty: 2573.815186
	Iteration 11Q: 3 clusters Score -672501.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -672521.750000 Penalty: 2573.815186
	Iteration 12Q: 3 clusters Score -672521.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -672538.062500 Penalty: 2573.815186
	Iteration 13Q: 3 clusters Score -672538.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -672555.687500 Penalty: 2573.815186
	Iteration 14Q: 3 clusters Score -672555.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -672567.562500 Penalty: 2573.815186
	Iteration 15Q: 3 clusters Score -672567.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -672582.437500 Penalty: 2573.815186
	Iteration 16Q: 3 clusters Score -672582.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -672598.750000 Penalty: 2573.815186
	Iteration 17Q: 3 clusters Score -672598.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -672619.562500 Penalty: 2573.815186
	Iteration 18Q: 3 clusters Score -672619.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -672631.937500 Penalty: 2573.815186
	Iteration 19Q: 3 clusters Score -672631.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -672645.187500 Penalty: 2573.815186
	Iteration 20F: 3 clusters Score -672645.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -672658.125000 Penalty: 2573.815186
	Iteration 21Q: 3 clusters Score -672658.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -672667.750000 Penalty: 2573.815186
	Iteration 22Q: 3 clusters Score -672667.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -672676.687500 Penalty: 2573.815186
	Iteration 23Q: 3 clusters Score -672676.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -672689.625000 Penalty: 2573.815186
	Iteration 24Q: 3 clusters Score -672689.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -672708.875000 Penalty: 2573.815186
	Iteration 25Q: 3 clusters Score -672708.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -672726.500000 Penalty: 2573.815186
	Iteration 26Q: 3 clusters Score -672726.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -672748.750000 Penalty: 2573.815186
	Iteration 27Q: 3 clusters Score -672748.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -672769.562500 Penalty: 2573.815186
	Iteration 28Q: 3 clusters Score -672769.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -672789.687500 Penalty: 2573.815186
	Iteration 29Q: 3 clusters Score -672789.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -672815.500000 Penalty: 2573.815186
	Iteration 30Q: 3 clusters Score -672815.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -672846.812500 Penalty: 2573.815186
	Iteration 31Q: 3 clusters Score -672846.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -672872.375000 Penalty: 2573.815186
	Iteration 32Q: 3 clusters Score -672872.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -672903.937500 Penalty: 2573.815186
	Iteration 33Q: 3 clusters Score -672903.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -672941.812500 Penalty: 2573.815186
	Iteration 34Q: 3 clusters Score -672941.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -672986.625000 Penalty: 2573.815186
	Iteration 35Q: 3 clusters Score -672986.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -673038.437500 Penalty: 2573.815186
	Iteration 36Q: 3 clusters Score -673038.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -673084.937500 Penalty: 2573.815186
	Iteration 37Q: 3 clusters Score -673084.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -673122.250000 Penalty: 2573.815186
	Iteration 38Q: 3 clusters Score -673122.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -673159.312500 Penalty: 2573.815186
	Iteration 39Q: 3 clusters Score -673159.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -673196.250000 Penalty: 2573.815186
	Iteration 40F: 3 clusters Score -673196.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -673234.687500 Penalty: 2573.815186
	Iteration 41Q: 3 clusters Score -673234.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -673265.187500 Penalty: 2573.815186
	Iteration 42Q: 3 clusters Score -673265.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -673293.500000 Penalty: 2573.815186
	Iteration 43Q: 3 clusters Score -673293.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -673323.000000 Penalty: 2573.815186
	Iteration 44Q: 3 clusters Score -673323 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -673354.687500 Penalty: 2573.815186
	Iteration 45Q: 3 clusters Score -673354.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -673378.500000 Penalty: 2573.815186
	Iteration 46Q: 3 clusters Score -673378.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -673399.250000 Penalty: 2573.815186
	Iteration 47Q: 3 clusters Score -673399.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -673415.062500 Penalty: 2573.815186
	Iteration 48Q: 3 clusters Score -673415.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -673428.437500 Penalty: 2573.815186
	Iteration 49Q: 3 clusters Score -673428.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -673438.687500 Penalty: 2573.815186
	Iteration 50Q: 3 clusters Score -673438.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -673448.500000 Penalty: 2573.815186
	Iteration 51Q: 3 clusters Score -673448.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -673461.437500 Penalty: 2573.815186
	Iteration 52Q: 3 clusters Score -673461.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -673472.937500 Penalty: 2573.815186
	Iteration 53Q: 3 clusters Score -673472.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -673485.687500 Penalty: 2573.815186
	Iteration 54Q: 3 clusters Score -673485.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -673496.500000 Penalty: 2573.815186
	Iteration 55Q: 3 clusters Score -673496.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -673506.562500 Penalty: 2573.815186
	Iteration 56Q: 3 clusters Score -673506.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -673523.125000 Penalty: 2573.815186
	Iteration 57Q: 3 clusters Score -673523.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -673535.875000 Penalty: 2573.815186
	Iteration 58Q: 3 clusters Score -673535.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -673545.875000 Penalty: 2573.815186
	Iteration 59Q: 3 clusters Score -673545.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -673555.187500 Penalty: 2573.815186
	Iteration 60F: 3 clusters Score -673555.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -673564.500000 Penalty: 2573.815186
	Iteration 61Q: 3 clusters Score -673564.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -673570.937500 Penalty: 2573.815186
	Iteration 62Q: 3 clusters Score -673570.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -673576.250000 Penalty: 2573.815186
	Iteration 63Q: 3 clusters Score -673576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -673581.562500 Penalty: 2573.815186
	Iteration 64Q: 3 clusters Score -673581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -673583.000000 Penalty: 2573.815186
	Iteration 65Q: 3 clusters Score -673583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -673586.625000 Penalty: 2573.815186
	Iteration 66Q: 3 clusters Score -673586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -673588.625000 Penalty: 2573.815186
	Iteration 67Q: 3 clusters Score -673588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -673590.375000 Penalty: 2573.815186
	Iteration 68Q: 3 clusters Score -673590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -673591.625000 Penalty: 2573.815186
	Iteration 69Q: 3 clusters Score -673591.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -673591.625000 Penalty: 2573.815186
	Iteration 70F: 3 clusters Score -673591.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Entering Unmasked Estep 
Score: -4185413.750000 Penalty: 1567.271118
	Iteration 0F: 2 clusters Score -4185414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4160832.750000 Penalty: 3134.542236
	Iteration 0F: 3 clusters Score -4160833 nChanged 17288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4170255.250000 Penalty: 3134.542236
	Iteration 1F: 3 clusters Score -4170255 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4170720.750000 Penalty: 3134.542236
	Iteration 2Q: 3 clusters Score -4170721 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4171184.750000 Penalty: 3134.542236
	Iteration 3Q: 3 clusters Score -4171185 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4171572.250000 Penalty: 3134.542236
	Iteration 4Q: 3 clusters Score -4171572 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4171985.750000 Penalty: 3134.542236
	Iteration 5Q: 3 clusters Score -4171986 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -4172498.750000 Penalty: 3134.542236
	Iteration 6Q: 3 clusters Score -4172499 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -4173125.750000 Penalty: 3134.542236
	Iteration 7Q: 3 clusters Score -4173126 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -4173926.250000 Penalty: 3134.542236
	Iteration 8Q: 3 clusters Score -4173926 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4174861.750000 Penalty: 3134.542236
	Iteration 9F: 3 clusters Score -4174862 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -4175953.000000 Penalty: 3134.542236
	Iteration 10F: 3 clusters Score -4175953 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4177134.750000 Penalty: 3134.542236
	Iteration 11F: 3 clusters Score -4177135 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -4178488.750000 Penalty: 3134.542236
	Iteration 12F: 3 clusters Score -4178489 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4179783.250000 Penalty: 3134.542236
	Iteration 13Q: 3 clusters Score -4179783 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4180942.500000 Penalty: 3134.542236
	Iteration 14Q: 3 clusters Score -4180942 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -4181896.500000 Penalty: 3134.542236
	Iteration 15Q: 3 clusters Score -4181896 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4182572.500000 Penalty: 3134.542236
	Iteration 16Q: 3 clusters Score -4182572 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4182981.500000 Penalty: 3134.542236
	Iteration 17Q: 3 clusters Score -4182982 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4183312.000000 Penalty: 3134.542236
	Iteration 18Q: 3 clusters Score -4183312 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4183548.000000 Penalty: 3134.542236
	Iteration 19Q: 3 clusters Score -4183548 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4183710.750000 Penalty: 3134.542236
	Iteration 20F: 3 clusters Score -4183711 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4183827.250000 Penalty: 3134.542236
	Iteration 21Q: 3 clusters Score -4183827 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4183903.500000 Penalty: 3134.542236
	Iteration 22Q: 3 clusters Score -4183904 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4183937.500000 Penalty: 3134.542236
	Iteration 23Q: 3 clusters Score -4183938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4183976.000000 Penalty: 3134.542236
	Iteration 24Q: 3 clusters Score -4183976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4184016.750000 Penalty: 3134.542236
	Iteration 25Q: 3 clusters Score -4184017 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4184041.500000 Penalty: 3134.542236
	Iteration 26Q: 3 clusters Score -4184042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4184061.000000 Penalty: 3134.542236
	Iteration 27Q: 3 clusters Score -4184061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4184074.750000 Penalty: 3134.542236
	Iteration 28Q: 3 clusters Score -4184075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4184087.250000 Penalty: 3134.542236
	Iteration 29Q: 3 clusters Score -4184087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4184098.000000 Penalty: 3134.542236
	Iteration 30Q: 3 clusters Score -4184098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4184111.750000 Penalty: 3134.542236
	Iteration 31Q: 3 clusters Score -4184112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4184117.500000 Penalty: 3134.542236
	Iteration 32Q: 3 clusters Score -4184118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4184135.250000 Penalty: 3134.542236
	Iteration 33Q: 3 clusters Score -4184135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4184148.500000 Penalty: 3134.542236
	Iteration 34Q: 3 clusters Score -4184148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4184170.750000 Penalty: 3134.542236
	Iteration 35Q: 3 clusters Score -4184171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4184180.250000 Penalty: 3134.542236
	Iteration 36Q: 3 clusters Score -4184180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4184185.250000 Penalty: 3134.542236
	Iteration 37Q: 3 clusters Score -4184185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4184192.000000 Penalty: 3134.542236
	Iteration 38Q: 3 clusters Score -4184192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4184202.250000 Penalty: 3134.542236
	Iteration 39Q: 3 clusters Score -4184202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4184213.000000 Penalty: 3134.542236
	Iteration 40F: 3 clusters Score -4184213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4184217.500000 Penalty: 3134.542236
	Iteration 41Q: 3 clusters Score -4184218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4184220.000000 Penalty: 3134.542236
	Iteration 42Q: 3 clusters Score -4184220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4184227.000000 Penalty: 3134.542236
	Iteration 43Q: 3 clusters Score -4184227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4184230.000000 Penalty: 3134.542236
	Iteration 44Q: 3 clusters Score -4184230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4184234.000000 Penalty: 3134.542236
	Iteration 45Q: 3 clusters Score -4184234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4184228.750000 Penalty: 3134.542236
	Iteration 46Q: 3 clusters Score -4184229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4184233.750000 Penalty: 3134.542236
	Iteration 47Q: 3 clusters Score -4184234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4184231.750000 Penalty: 3134.542236
	Iteration 48Q: 3 clusters Score -4184232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4184231.750000 Penalty: 3134.542236
	Iteration 49F: 3 clusters Score -4184232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Entering Unmasked Estep 
Score: -2384933.000000 Penalty: 1482.694946
	Iteration 0F: 2 clusters Score -2384933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2371219.000000 Penalty: 2965.389893
	Iteration 0F: 3 clusters Score -2371219 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2376321.250000 Penalty: 2965.389893
	Iteration 1F: 3 clusters Score -2376321 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2376999.500000 Penalty: 2965.389893
	Iteration 2F: 3 clusters Score -2377000 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2377696.500000 Penalty: 2965.389893
	Iteration 3F: 3 clusters Score -2377696 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2378496.500000 Penalty: 2965.389893
	Iteration 4F: 3 clusters Score -2378496 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2379317.500000 Penalty: 2965.389893
	Iteration 5F: 3 clusters Score -2379318 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2380205.500000 Penalty: 2965.389893
	Iteration 6F: 3 clusters Score -2380206 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2381014.250000 Penalty: 2965.389893
	Iteration 7F: 3 clusters Score -2381014 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2381710.000000 Penalty: 2965.389893
	Iteration 8Q: 3 clusters Score -2381710 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2382279.250000 Penalty: 2965.389893
	Iteration 9Q: 3 clusters Score -2382279 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2382741.250000 Penalty: 2965.389893
	Iteration 10Q: 3 clusters Score -2382741 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2383092.500000 Penalty: 2965.389893
	Iteration 11Q: 3 clusters Score -2383092 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2383326.250000 Penalty: 2965.389893
	Iteration 12Q: 3 clusters Score -2383326 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2383486.000000 Penalty: 2965.389893
	Iteration 13Q: 3 clusters Score -2383486 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2383555.500000 Penalty: 2965.389893
	Iteration 14Q: 3 clusters Score -2383556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2383610.750000 Penalty: 2965.389893
	Iteration 15Q: 3 clusters Score -2383611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2383652.500000 Penalty: 2965.389893
	Iteration 16Q: 3 clusters Score -2383652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2383679.250000 Penalty: 2965.389893
	Iteration 17Q: 3 clusters Score -2383679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2383706.750000 Penalty: 2965.389893
	Iteration 18Q: 3 clusters Score -2383707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2383727.500000 Penalty: 2965.389893
	Iteration 19Q: 3 clusters Score -2383728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2383743.500000 Penalty: 2965.389893
	Iteration 20F: 3 clusters Score -2383744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2383758.500000 Penalty: 2965.389893
	Iteration 21Q: 3 clusters Score -2383758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2383765.000000 Penalty: 2965.389893
	Iteration 22Q: 3 clusters Score -2383765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2383772.000000 Penalty: 2965.389893
	Iteration 23Q: 3 clusters Score -2383772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2383778.250000 Penalty: 2965.389893
	Iteration 24Q: 3 clusters Score -2383778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2383780.750000 Penalty: 2965.389893
	Iteration 25Q: 3 clusters Score -2383781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2383780.750000 Penalty: 2965.389893
	Iteration 26F: 3 clusters Score -2383781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (92729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Entering Unmasked Estep 
Score: -10256411.000000 Penalty: 1701.890503
	Iteration 0F: 2 clusters Score -1.025641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -10195638.000000 Penalty: 3403.781006
	Iteration 0F: 3 clusters Score -1.019564e+07 nChanged 43825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -10221264.000000 Penalty: 3403.781006
	Iteration 1F: 3 clusters Score -1.022126e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -10222370.000000 Penalty: 3403.781006
	Iteration 2Q: 3 clusters Score -1.022237e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -10223835.000000 Penalty: 3403.781006
	Iteration 3Q: 3 clusters Score -1.022384e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -10225485.000000 Penalty: 3403.781006
	Iteration 4Q: 3 clusters Score -1.022548e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -10227502.000000 Penalty: 3403.781006
	Iteration 5Q: 3 clusters Score -1.02275e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -10229903.000000 Penalty: 3403.781006
	Iteration 6F: 3 clusters Score -1.02299e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -10232456.000000 Penalty: 3403.781006
	Iteration 7F: 3 clusters Score -1.023246e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -10235048.000000 Penalty: 3403.781006
	Iteration 8F: 3 clusters Score -1.023505e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -10237551.000000 Penalty: 3403.781006
	Iteration 9F: 3 clusters Score -1.023755e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -10239951.000000 Penalty: 3403.781006
	Iteration 10Q: 3 clusters Score -1.023995e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -10241794.000000 Penalty: 3403.781006
	Iteration 11Q: 3 clusters Score -1.024179e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -10243087.000000 Penalty: 3403.781006
	Iteration 12Q: 3 clusters Score -1.024309e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -10243850.000000 Penalty: 3403.781006
	Iteration 13Q: 3 clusters Score -1.024385e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -10244201.000000 Penalty: 3403.781006
	Iteration 14Q: 3 clusters Score -1.02442e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -10244416.000000 Penalty: 3403.781006
	Iteration 15Q: 3 clusters Score -1.024442e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -10244579.000000 Penalty: 3403.781006
	Iteration 16Q: 3 clusters Score -1.024458e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -10244647.000000 Penalty: 3403.781006
	Iteration 17Q: 3 clusters Score -1.024465e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -10244740.000000 Penalty: 3403.781006
	Iteration 18Q: 3 clusters Score -1.024474e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -10244740.000000 Penalty: 3403.781006
	Iteration 19Q: 3 clusters Score -1.024474e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -10244773.000000 Penalty: 3403.781006
	Iteration 20F: 3 clusters Score -1.024477e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -10244814.000000 Penalty: 3403.781006
	Iteration 21Q: 3 clusters Score -1.024481e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -10244831.000000 Penalty: 3403.781006
	Iteration 22Q: 3 clusters Score -1.024483e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -10244840.000000 Penalty: 3403.781006
	Iteration 23Q: 3 clusters Score -1.024484e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -10244854.000000 Penalty: 3403.781006
	Iteration 24Q: 3 clusters Score -1.024485e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -10244853.000000 Penalty: 3403.781006
	Iteration 25Q: 3 clusters Score -1.024485e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -10244872.000000 Penalty: 3403.781006
	Iteration 26Q: 3 clusters Score -1.024487e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -10244870.000000 Penalty: 3403.781006
	Iteration 27Q: 3 clusters Score -1.024487e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -10244865.000000 Penalty: 3403.781006
	Iteration 28Q: 3 clusters Score -1.024486e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -10244884.000000 Penalty: 3403.781006
	Iteration 29Q: 3 clusters Score -1.024488e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -10244940.000000 Penalty: 3403.781006
	Iteration 30Q: 3 clusters Score -1.024494e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -10244966.000000 Penalty: 3403.781006
	Iteration 31Q: 3 clusters Score -1.024497e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -10244952.000000 Penalty: 3403.781006
	Iteration 32Q: 3 clusters Score -1.024495e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -10245003.000000 Penalty: 3403.781006
	Iteration 33Q: 3 clusters Score -1.0245e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -10245022.000000 Penalty: 3403.781006
	Iteration 34Q: 3 clusters Score -1.024502e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -10245054.000000 Penalty: 3403.781006
	Iteration 35Q: 3 clusters Score -1.024505e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -10245061.000000 Penalty: 3403.781006
	Iteration 36Q: 3 clusters Score -1.024506e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -10245049.000000 Penalty: 3403.781006
	Iteration 37Q: 3 clusters Score -1.024505e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -10245065.000000 Penalty: 3403.781006
	Iteration 38Q: 3 clusters Score -1.024506e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -10245051.000000 Penalty: 3403.781006
	Iteration 39Q: 3 clusters Score -1.024505e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -10245072.000000 Penalty: 3403.781006
	Iteration 40F: 3 clusters Score -1.024507e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -10245046.000000 Penalty: 3403.781006
	Iteration 41Q: 3 clusters Score -1.024505e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -10245062.000000 Penalty: 3403.781006
	Iteration 42Q: 3 clusters Score -1.024506e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -10245076.000000 Penalty: 3403.781006
	Iteration 43Q: 3 clusters Score -1.024508e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -10245078.000000 Penalty: 3403.781006
	Iteration 44Q: 3 clusters Score -1.024508e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -10245090.000000 Penalty: 3403.781006
	Iteration 45Q: 3 clusters Score -1.024509e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -10245120.000000 Penalty: 3403.781006
	Iteration 46Q: 3 clusters Score -1.024512e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -10245122.000000 Penalty: 3403.781006
	Iteration 47Q: 3 clusters Score -1.024512e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -10245125.000000 Penalty: 3403.781006
	Iteration 48Q: 3 clusters Score -1.024512e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -10245172.000000 Penalty: 3403.781006
	Iteration 49Q: 3 clusters Score -1.024517e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -10245167.000000 Penalty: 3403.781006
	Iteration 50Q: 3 clusters Score -1.024517e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -10245163.000000 Penalty: 3403.781006
	Iteration 51Q: 3 clusters Score -1.024516e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -10245175.000000 Penalty: 3403.781006
	Iteration 52Q: 3 clusters Score -1.024518e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -10245222.000000 Penalty: 3403.781006
	Iteration 53Q: 3 clusters Score -1.024522e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -10245248.000000 Penalty: 3403.781006
	Iteration 54Q: 3 clusters Score -1.024525e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -10245251.000000 Penalty: 3403.781006
	Iteration 55Q: 3 clusters Score -1.024525e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -10245243.000000 Penalty: 3403.781006
	Iteration 56Q: 3 clusters Score -1.024524e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -10245255.000000 Penalty: 3403.781006
	Iteration 57Q: 3 clusters Score -1.024526e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -10245294.000000 Penalty: 3403.781006
	Iteration 58Q: 3 clusters Score -1.024529e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -10245283.000000 Penalty: 3403.781006
	Iteration 59Q: 3 clusters Score -1.024528e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -10245326.000000 Penalty: 3403.781006
	Iteration 60F: 3 clusters Score -1.024533e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -10245329.000000 Penalty: 3403.781006
	Iteration 61Q: 3 clusters Score -1.024533e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -10245384.000000 Penalty: 3403.781006
	Iteration 62Q: 3 clusters Score -1.024538e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -10245396.000000 Penalty: 3403.781006
	Iteration 63Q: 3 clusters Score -1.02454e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -10245423.000000 Penalty: 3403.781006
	Iteration 64Q: 3 clusters Score -1.024542e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -10245482.000000 Penalty: 3403.781006
	Iteration 65Q: 3 clusters Score -1.024548e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -10245487.000000 Penalty: 3403.781006
	Iteration 66Q: 3 clusters Score -1.024549e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -10245510.000000 Penalty: 3403.781006
	Iteration 67Q: 3 clusters Score -1.024551e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -10245570.000000 Penalty: 3403.781006
	Iteration 68Q: 3 clusters Score -1.024557e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -10245591.000000 Penalty: 3403.781006
	Iteration 69Q: 3 clusters Score -1.024559e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -10245617.000000 Penalty: 3403.781006
	Iteration 70Q: 3 clusters Score -1.024562e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -10245696.000000 Penalty: 3403.781006
	Iteration 71Q: 3 clusters Score -1.02457e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -10245728.000000 Penalty: 3403.781006
	Iteration 72Q: 3 clusters Score -1.024573e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -10245774.000000 Penalty: 3403.781006
	Iteration 73Q: 3 clusters Score -1.024577e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -10245900.000000 Penalty: 3403.781006
	Iteration 74Q: 3 clusters Score -1.02459e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -10245974.000000 Penalty: 3403.781006
	Iteration 75Q: 3 clusters Score -1.024597e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -10246050.000000 Penalty: 3403.781006
	Iteration 76Q: 3 clusters Score -1.024605e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -10246090.000000 Penalty: 3403.781006
	Iteration 77Q: 3 clusters Score -1.024609e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -10246187.000000 Penalty: 3403.781006
	Iteration 78Q: 3 clusters Score -1.024619e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -10246295.000000 Penalty: 3403.781006
	Iteration 79Q: 3 clusters Score -1.02463e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -10246448.000000 Penalty: 3403.781006
	Iteration 80F: 3 clusters Score -1.024645e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -10246569.000000 Penalty: 3403.781006
	Iteration 81Q: 3 clusters Score -1.024657e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -10246707.000000 Penalty: 3403.781006
	Iteration 82Q: 3 clusters Score -1.024671e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -10246857.000000 Penalty: 3403.781006
	Iteration 83Q: 3 clusters Score -1.024686e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -10247029.000000 Penalty: 3403.781006
	Iteration 84Q: 3 clusters Score -1.024703e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -10247212.000000 Penalty: 3403.781006
	Iteration 85Q: 3 clusters Score -1.024721e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -10247398.000000 Penalty: 3403.781006
	Iteration 86Q: 3 clusters Score -1.02474e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -10247613.000000 Penalty: 3403.781006
	Iteration 87Q: 3 clusters Score -1.024761e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -10247813.000000 Penalty: 3403.781006
	Iteration 88Q: 3 clusters Score -1.024781e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69513 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -10247964.000000 Penalty: 3403.781006
	Iteration 89Q: 3 clusters Score -1.024796e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -10248135.000000 Penalty: 3403.781006
	Iteration 90Q: 3 clusters Score -1.024814e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -10248342.000000 Penalty: 3403.781006
	Iteration 91Q: 3 clusters Score -1.024834e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -10248565.000000 Penalty: 3403.781006
	Iteration 92Q: 3 clusters Score -1.024856e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -10248811.000000 Penalty: 3403.781006
	Iteration 93Q: 3 clusters Score -1.024881e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -10249059.000000 Penalty: 3403.781006
	Iteration 94Q: 3 clusters Score -1.024906e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -10249310.000000 Penalty: 3403.781006
	Iteration 95Q: 3 clusters Score -1.024931e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -10249557.000000 Penalty: 3403.781006
	Iteration 96Q: 3 clusters Score -1.024956e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -10249743.000000 Penalty: 3403.781006
	Iteration 97Q: 3 clusters Score -1.024974e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -10249907.000000 Penalty: 3403.781006
	Iteration 98Q: 3 clusters Score -1.024991e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -10250149.000000 Penalty: 3403.781006
	Iteration 99Q: 3 clusters Score -1.025015e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -10250372.000000 Penalty: 3403.781006
	Iteration 100F: 3 clusters Score -1.025037e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -10250597.000000 Penalty: 3403.781006
	Iteration 101Q: 3 clusters Score -1.02506e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -10250763.000000 Penalty: 3403.781006
	Iteration 102Q: 3 clusters Score -1.025076e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -10250954.000000 Penalty: 3403.781006
	Iteration 103Q: 3 clusters Score -1.025095e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -10251187.000000 Penalty: 3403.781006
	Iteration 104Q: 3 clusters Score -1.025119e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -10251345.000000 Penalty: 3403.781006
	Iteration 105Q: 3 clusters Score -1.025134e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -10251497.000000 Penalty: 3403.781006
	Iteration 106Q: 3 clusters Score -1.02515e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -10251631.000000 Penalty: 3403.781006
	Iteration 107Q: 3 clusters Score -1.025163e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84652 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -10251791.000000 Penalty: 3403.781006
	Iteration 108Q: 3 clusters Score -1.025179e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -10251980.000000 Penalty: 3403.781006
	Iteration 109Q: 3 clusters Score -1.025198e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -10252117.000000 Penalty: 3403.781006
	Iteration 110Q: 3 clusters Score -1.025212e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -10252324.000000 Penalty: 3403.781006
	Iteration 111Q: 3 clusters Score -1.025232e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -10252527.000000 Penalty: 3403.781006
	Iteration 112Q: 3 clusters Score -1.025253e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -10252757.000000 Penalty: 3403.781006
	Iteration 113Q: 3 clusters Score -1.025276e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -10252987.000000 Penalty: 3403.781006
	Iteration 114Q: 3 clusters Score -1.025299e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -10253267.000000 Penalty: 3403.781006
	Iteration 115Q: 3 clusters Score -1.025327e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89224 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -10253557.000000 Penalty: 3403.781006
	Iteration 116Q: 3 clusters Score -1.025356e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -10253811.000000 Penalty: 3403.781006
	Iteration 117Q: 3 clusters Score -1.025381e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -10254007.000000 Penalty: 3403.781006
	Iteration 118Q: 3 clusters Score -1.025401e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -10254245.000000 Penalty: 3403.781006
	Iteration 119Q: 3 clusters Score -1.025424e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10254475.000000 Penalty: 3403.781006
	Iteration 120F: 3 clusters Score -1.025448e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91306 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10254667.000000 Penalty: 3403.781006
	Iteration 121Q: 3 clusters Score -1.025467e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91558 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10254819.000000 Penalty: 3403.781006
	Iteration 122Q: 3 clusters Score -1.025482e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10254903.000000 Penalty: 3403.781006
	Iteration 123Q: 3 clusters Score -1.02549e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10254994.000000 Penalty: 3403.781006
	Iteration 124Q: 3 clusters Score -1.025499e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91950 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10255033.000000 Penalty: 3403.781006
	Iteration 125Q: 3 clusters Score -1.025503e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10255084.000000 Penalty: 3403.781006
	Iteration 126Q: 3 clusters Score -1.025508e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10255121.000000 Penalty: 3403.781006
	Iteration 127Q: 3 clusters Score -1.025512e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10255164.000000 Penalty: 3403.781006
	Iteration 128Q: 3 clusters Score -1.025516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10255188.000000 Penalty: 3403.781006
	Iteration 129Q: 3 clusters Score -1.025519e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10255206.000000 Penalty: 3403.781006
	Iteration 130Q: 3 clusters Score -1.025521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10255240.000000 Penalty: 3403.781006
	Iteration 131Q: 3 clusters Score -1.025524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10255261.000000 Penalty: 3403.781006
	Iteration 132Q: 3 clusters Score -1.025526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92230 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10255262.000000 Penalty: 3403.781006
	Iteration 133Q: 3 clusters Score -1.025526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10255259.000000 Penalty: 3403.781006
	Iteration 134Q: 3 clusters Score -1.025526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10255254.000000 Penalty: 3403.781006
	Iteration 135Q: 3 clusters Score -1.025525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10255260.000000 Penalty: 3403.781006
	Iteration 136Q: 3 clusters Score -1.025526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92255 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10255261.000000 Penalty: 3403.781006
	Iteration 137Q: 3 clusters Score -1.025526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10255264.000000 Penalty: 3403.781006
	Iteration 138Q: 3 clusters Score -1.025526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10255271.000000 Penalty: 3403.781006
	Iteration 139Q: 3 clusters Score -1.025527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10255272.000000 Penalty: 3403.781006
	Iteration 140F: 3 clusters Score -1.025527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10255276.000000 Penalty: 3403.781006
	Iteration 141Q: 3 clusters Score -1.025528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10255279.000000 Penalty: 3403.781006
	Iteration 142Q: 3 clusters Score -1.025528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92264 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10255279.000000 Penalty: 3403.781006
	Iteration 143Q: 3 clusters Score -1.025528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10255284.000000 Penalty: 3403.781006
	Iteration 144Q: 3 clusters Score -1.025528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10255283.000000 Penalty: 3403.781006
	Iteration 145Q: 3 clusters Score -1.025528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10255283.000000 Penalty: 3403.781006
	Iteration 146F: 3 clusters Score -1.025528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (133942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133942 members 
Entering Unmasked Estep 
Score: -14708932.000000 Penalty: 1756.608154
	Iteration 0F: 2 clusters Score -1.470893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -14621242.000000 Penalty: 3513.216309
	Iteration 0F: 3 clusters Score -1.462124e+07 nChanged 63887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -14658200.000000 Penalty: 3513.216309
	Iteration 1F: 3 clusters Score -1.46582e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -14659334.000000 Penalty: 3513.216309
	Iteration 2Q: 3 clusters Score -1.465933e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -14660625.000000 Penalty: 3513.216309
	Iteration 3Q: 3 clusters Score -1.466062e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -14661814.000000 Penalty: 3513.216309
	Iteration 4Q: 3 clusters Score -1.466181e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -14663084.000000 Penalty: 3513.216309
	Iteration 5Q: 3 clusters Score -1.466308e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -14664194.000000 Penalty: 3513.216309
	Iteration 6Q: 3 clusters Score -1.466419e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -14665666.000000 Penalty: 3513.216309
	Iteration 7Q: 3 clusters Score -1.466567e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -14667251.000000 Penalty: 3513.216309
	Iteration 8Q: 3 clusters Score -1.466725e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -14669063.000000 Penalty: 3513.216309
	Iteration 9Q: 3 clusters Score -1.466906e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -14671215.000000 Penalty: 3513.216309
	Iteration 10Q: 3 clusters Score -1.467122e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 85725 members 
Entering Unmasked Estep 
Score: -14674091.000000 Penalty: 3513.216309
	Iteration 11Q: 3 clusters Score -1.467409e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 92109 members 
Entering Unmasked Estep 
Score: -14677934.000000 Penalty: 3513.216309
	Iteration 12F: 3 clusters Score -1.467793e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 99276 members 
Entering Unmasked Estep 
Score: -14682436.000000 Penalty: 3513.216309
	Iteration 13F: 3 clusters Score -1.468244e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 106684 members 
Entering Unmasked Estep 
Score: -14687539.000000 Penalty: 3513.216309
	Iteration 14F: 3 clusters Score -1.468754e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -14692759.000000 Penalty: 3513.216309
	Iteration 15F: 3 clusters Score -1.469276e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 119438 members 
Entering Unmasked Estep 
Score: -14697481.000000 Penalty: 3513.216309
	Iteration 16Q: 3 clusters Score -1.469748e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 123747 members 
Entering Unmasked Estep 
Score: -14701496.000000 Penalty: 3513.216309
	Iteration 17Q: 3 clusters Score -1.47015e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 126371 members 
Entering Unmasked Estep 
Score: -14704104.000000 Penalty: 3513.216309
	Iteration 18Q: 3 clusters Score -1.47041e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 127714 members 
Entering Unmasked Estep 
Score: -14705288.000000 Penalty: 3513.216309
	Iteration 19Q: 3 clusters Score -1.470529e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 128622 members 
Entering Unmasked Estep 
Score: -14705849.000000 Penalty: 3513.216309
	Iteration 20F: 3 clusters Score -1.470585e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 129362 members 
Entering Unmasked Estep 
Score: -14706173.000000 Penalty: 3513.216309
	Iteration 21Q: 3 clusters Score -1.470617e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 129920 members 
Entering Unmasked Estep 
Score: -14706460.000000 Penalty: 3513.216309
	Iteration 22Q: 3 clusters Score -1.470646e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 130423 members 
Entering Unmasked Estep 
Score: -14706664.000000 Penalty: 3513.216309
	Iteration 23Q: 3 clusters Score -1.470666e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 130881 members 
Entering Unmasked Estep 
Score: -14706868.000000 Penalty: 3513.216309
	Iteration 24Q: 3 clusters Score -1.470687e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 131267 members 
Entering Unmasked Estep 
Score: -14707051.000000 Penalty: 3513.216309
	Iteration 25Q: 3 clusters Score -1.470705e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 131550 members 
Entering Unmasked Estep 
Score: -14707145.000000 Penalty: 3513.216309
	Iteration 26Q: 3 clusters Score -1.470714e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 131776 members 
Entering Unmasked Estep 
Score: -14707216.000000 Penalty: 3513.216309
	Iteration 27Q: 3 clusters Score -1.470722e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 131966 members 
Entering Unmasked Estep 
Score: -14707339.000000 Penalty: 3513.216309
	Iteration 28Q: 3 clusters Score -1.470734e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 132119 members 
Entering Unmasked Estep 
Score: -14707406.000000 Penalty: 3513.216309
	Iteration 29Q: 3 clusters Score -1.470741e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 132251 members 
Entering Unmasked Estep 
Score: -14707471.000000 Penalty: 3513.216309
	Iteration 30Q: 3 clusters Score -1.470747e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 132364 members 
Entering Unmasked Estep 
Score: -14707535.000000 Penalty: 3513.216309
	Iteration 31Q: 3 clusters Score -1.470754e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 132457 members 
Entering Unmasked Estep 
Score: -14707554.000000 Penalty: 3513.216309
	Iteration 32Q: 3 clusters Score -1.470755e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 132512 members 
Entering Unmasked Estep 
Score: -14707580.000000 Penalty: 3513.216309
	Iteration 33Q: 3 clusters Score -1.470758e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 132572 members 
Entering Unmasked Estep 
Score: -14707604.000000 Penalty: 3513.216309
	Iteration 34Q: 3 clusters Score -1.47076e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -14707626.000000 Penalty: 3513.216309
	Iteration 35Q: 3 clusters Score -1.470763e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 132648 members 
Entering Unmasked Estep 
Score: -14707645.000000 Penalty: 3513.216309
	Iteration 36Q: 3 clusters Score -1.470764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 132667 members 
Entering Unmasked Estep 
Score: -14707649.000000 Penalty: 3513.216309
	Iteration 37Q: 3 clusters Score -1.470765e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 132683 members 
Entering Unmasked Estep 
Score: -14707647.000000 Penalty: 3513.216309
	Iteration 38Q: 3 clusters Score -1.470765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 132699 members 
Entering Unmasked Estep 
Score: -14707643.000000 Penalty: 3513.216309
	Iteration 39Q: 3 clusters Score -1.470764e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 132719 members 
Entering Unmasked Estep 
Score: -14707670.000000 Penalty: 3513.216309
	Iteration 40F: 3 clusters Score -1.470767e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 132739 members 
Entering Unmasked Estep 
Score: -14707679.000000 Penalty: 3513.216309
	Iteration 41Q: 3 clusters Score -1.470768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 132765 members 
Entering Unmasked Estep 
Score: -14707682.000000 Penalty: 3513.216309
	Iteration 42Q: 3 clusters Score -1.470768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 132789 members 
Entering Unmasked Estep 
Score: -14707674.000000 Penalty: 3513.216309
	Iteration 43Q: 3 clusters Score -1.470767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 132802 members 
Entering Unmasked Estep 
Score: -14707685.000000 Penalty: 3513.216309
	Iteration 44Q: 3 clusters Score -1.470768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 132817 members 
Entering Unmasked Estep 
Score: -14707710.000000 Penalty: 3513.216309
	Iteration 45Q: 3 clusters Score -1.470771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 132825 members 
Entering Unmasked Estep 
Score: -14707712.000000 Penalty: 3513.216309
	Iteration 46Q: 3 clusters Score -1.470771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 132827 members 
Entering Unmasked Estep 
Score: -14707731.000000 Penalty: 3513.216309
	Iteration 47Q: 3 clusters Score -1.470773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 132834 members 
Entering Unmasked Estep 
Score: -14707735.000000 Penalty: 3513.216309
	Iteration 48Q: 3 clusters Score -1.470774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 132838 members 
Entering Unmasked Estep 
Score: -14707744.000000 Penalty: 3513.216309
	Iteration 49Q: 3 clusters Score -1.470774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 132845 members 
Entering Unmasked Estep 
Score: -14707747.000000 Penalty: 3513.216309
	Iteration 50Q: 3 clusters Score -1.470775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 132847 members 
Entering Unmasked Estep 
Score: -14707752.000000 Penalty: 3513.216309
	Iteration 51Q: 3 clusters Score -1.470775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 132847 members 
Entering Unmasked Estep 
Score: -14707752.000000 Penalty: 3513.216309
	Iteration 52Q: 3 clusters Score -1.470775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 132848 members 
Entering Unmasked Estep 
Score: -14707753.000000 Penalty: 3513.216309
	Iteration 53Q: 3 clusters Score -1.470775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 132855 members 
Entering Unmasked Estep 
Score: -14707752.000000 Penalty: 3513.216309
	Iteration 54Q: 3 clusters Score -1.470775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 132863 members 
Entering Unmasked Estep 
Score: -14707750.000000 Penalty: 3513.216309
	Iteration 55Q: 3 clusters Score -1.470775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 132864 members 
Entering Unmasked Estep 
Score: -14707752.000000 Penalty: 3513.216309
	Iteration 56Q: 3 clusters Score -1.470775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -14707762.000000 Penalty: 3513.216309
	Iteration 57Q: 3 clusters Score -1.470776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 132869 members 
Entering Unmasked Estep 
Score: -14707768.000000 Penalty: 3513.216309
	Iteration 58Q: 3 clusters Score -1.470777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 132873 members 
Entering Unmasked Estep 
Score: -14707763.000000 Penalty: 3513.216309
	Iteration 59Q: 3 clusters Score -1.470776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -14707773.000000 Penalty: 3513.216309
	Iteration 60F: 3 clusters Score -1.470777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -14707775.000000 Penalty: 3513.216309
	Iteration 61Q: 3 clusters Score -1.470778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 132878 members 
Entering Unmasked Estep 
Score: -14707782.000000 Penalty: 3513.216309
	Iteration 62Q: 3 clusters Score -1.470778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 132877 members 
Entering Unmasked Estep 
Score: -14707773.000000 Penalty: 3513.216309
	Iteration 63Q: 3 clusters Score -1.470777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 132877 members 
Entering Unmasked Estep 
Score: -14707773.000000 Penalty: 3513.216309
	Iteration 64F: 3 clusters Score -1.470777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Entering Unmasked Estep 
Score: -2134139.000000 Penalty: 1466.639526
	Iteration 0F: 2 clusters Score -2134139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2121701.250000 Penalty: 2933.279053
	Iteration 0F: 3 clusters Score -2121701 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2126143.000000 Penalty: 2933.279053
	Iteration 1F: 3 clusters Score -2126143 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2126560.750000 Penalty: 2933.279053
	Iteration 2F: 3 clusters Score -2126561 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2126902.250000 Penalty: 2933.279053
	Iteration 3Q: 3 clusters Score -2126902 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2127246.000000 Penalty: 2933.279053
	Iteration 4Q: 3 clusters Score -2127246 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2127656.250000 Penalty: 2933.279053
	Iteration 5Q: 3 clusters Score -2127656 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2128095.250000 Penalty: 2933.279053
	Iteration 6Q: 3 clusters Score -2128095 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2128526.250000 Penalty: 2933.279053
	Iteration 7Q: 3 clusters Score -2128526 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2128985.250000 Penalty: 2933.279053
	Iteration 8Q: 3 clusters Score -2128985 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2129476.500000 Penalty: 2933.279053
	Iteration 9Q: 3 clusters Score -2129476 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2129966.750000 Penalty: 2933.279053
	Iteration 10Q: 3 clusters Score -2129967 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2130437.000000 Penalty: 2933.279053
	Iteration 11Q: 3 clusters Score -2130437 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2130858.500000 Penalty: 2933.279053
	Iteration 12Q: 3 clusters Score -2130858 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2131228.000000 Penalty: 2933.279053
	Iteration 13Q: 3 clusters Score -2131228 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2131551.250000 Penalty: 2933.279053
	Iteration 14Q: 3 clusters Score -2131551 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2131843.500000 Penalty: 2933.279053
	Iteration 15Q: 3 clusters Score -2131844 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2132094.750000 Penalty: 2933.279053
	Iteration 16Q: 3 clusters Score -2132095 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2132300.250000 Penalty: 2933.279053
	Iteration 17Q: 3 clusters Score -2132300 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2132473.750000 Penalty: 2933.279053
	Iteration 18Q: 3 clusters Score -2132474 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2132590.750000 Penalty: 2933.279053
	Iteration 19Q: 3 clusters Score -2132591 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2132681.250000 Penalty: 2933.279053
	Iteration 20F: 3 clusters Score -2132681 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2132759.750000 Penalty: 2933.279053
	Iteration 21Q: 3 clusters Score -2132760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2132816.000000 Penalty: 2933.279053
	Iteration 22Q: 3 clusters Score -2132816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2132864.250000 Penalty: 2933.279053
	Iteration 23Q: 3 clusters Score -2132864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2132893.750000 Penalty: 2933.279053
	Iteration 24Q: 3 clusters Score -2132894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2132910.000000 Penalty: 2933.279053
	Iteration 25Q: 3 clusters Score -2132910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2132912.250000 Penalty: 2933.279053
	Iteration 26Q: 3 clusters Score -2132912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2132917.750000 Penalty: 2933.279053
	Iteration 27Q: 3 clusters Score -2132918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2132922.500000 Penalty: 2933.279053
	Iteration 28Q: 3 clusters Score -2132922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2132924.500000 Penalty: 2933.279053
	Iteration 29Q: 3 clusters Score -2132924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2132925.000000 Penalty: 2933.279053
	Iteration 30Q: 3 clusters Score -2132925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2132927.000000 Penalty: 2933.279053
	Iteration 31Q: 3 clusters Score -2132927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2132925.750000 Penalty: 2933.279053
	Iteration 32Q: 3 clusters Score -2132926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2132928.250000 Penalty: 2933.279053
	Iteration 33Q: 3 clusters Score -2132928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2132934.000000 Penalty: 2933.279053
	Iteration 34Q: 3 clusters Score -2132934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2132934.000000 Penalty: 2933.279053
	Iteration 35F: 3 clusters Score -2132934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Entering Unmasked Estep 
Score: -321349.843750 Penalty: 1194.439941
	Iteration 0F: 2 clusters Score -321349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -318835.843750 Penalty: 2388.879883
	Iteration 0F: 3 clusters Score -318835.8 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -319521.937500 Penalty: 2388.879883
	Iteration 1F: 3 clusters Score -319521.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -319715.531250 Penalty: 2388.879883
	Iteration 2F: 3 clusters Score -319715.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -319810.687500 Penalty: 2388.879883
	Iteration 3Q: 3 clusters Score -319810.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -319859.937500 Penalty: 2388.879883
	Iteration 4Q: 3 clusters Score -319859.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -319889.500000 Penalty: 2388.879883
	Iteration 5Q: 3 clusters Score -319889.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -319916.187500 Penalty: 2388.879883
	Iteration 6Q: 3 clusters Score -319916.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -319933.500000 Penalty: 2388.879883
	Iteration 7Q: 3 clusters Score -319933.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -319950.312500 Penalty: 2388.879883
	Iteration 8Q: 3 clusters Score -319950.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -319966.468750 Penalty: 2388.879883
	Iteration 9Q: 3 clusters Score -319966.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -319975.406250 Penalty: 2388.879883
	Iteration 10Q: 3 clusters Score -319975.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -319981.625000 Penalty: 2388.879883
	Iteration 11Q: 3 clusters Score -319981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -319985.625000 Penalty: 2388.879883
	Iteration 12Q: 3 clusters Score -319985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -319987.062500 Penalty: 2388.879883
	Iteration 13Q: 3 clusters Score -319987.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -319988.093750 Penalty: 2388.879883
	Iteration 14Q: 3 clusters Score -319988.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -319990.156250 Penalty: 2388.879883
	Iteration 15Q: 3 clusters Score -319990.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -319991.562500 Penalty: 2388.879883
	Iteration 16Q: 3 clusters Score -319991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -319992.718750 Penalty: 2388.879883
	Iteration 17Q: 3 clusters Score -319992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -319992.875000 Penalty: 2388.879883
	Iteration 18Q: 3 clusters Score -319992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -319994.562500 Penalty: 2388.879883
	Iteration 19Q: 3 clusters Score -319994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -319994.531250 Penalty: 2388.879883
	Iteration 20F: 3 clusters Score -319994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -319996.562500 Penalty: 2388.879883
	Iteration 21Q: 3 clusters Score -319996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -319996.250000 Penalty: 2388.879883
	Iteration 22Q: 3 clusters Score -319996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -319997.062500 Penalty: 2388.879883
	Iteration 23Q: 3 clusters Score -319997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -319997.000000 Penalty: 2388.879883
	Iteration 24Q: 3 clusters Score -319997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -319997.375000 Penalty: 2388.879883
	Iteration 25Q: 3 clusters Score -319997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -319997.375000 Penalty: 2388.879883
	Iteration 26F: 3 clusters Score -319997.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Entering Unmasked Estep 
Score: -3392182.500000 Penalty: 1537.767456
	Iteration 0F: 2 clusters Score -3392182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3372135.250000 Penalty: 3075.534912
	Iteration 0F: 3 clusters Score -3372135 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3379586.750000 Penalty: 3075.534912
	Iteration 1F: 3 clusters Score -3379587 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3380035.000000 Penalty: 3075.534912
	Iteration 2Q: 3 clusters Score -3380035 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3380390.250000 Penalty: 3075.534912
	Iteration 3Q: 3 clusters Score -3380390 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3380730.500000 Penalty: 3075.534912
	Iteration 4Q: 3 clusters Score -3380730 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3381037.250000 Penalty: 3075.534912
	Iteration 5Q: 3 clusters Score -3381037 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3381299.750000 Penalty: 3075.534912
	Iteration 6Q: 3 clusters Score -3381300 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3381606.750000 Penalty: 3075.534912
	Iteration 7Q: 3 clusters Score -3381607 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3381913.500000 Penalty: 3075.534912
	Iteration 8Q: 3 clusters Score -3381914 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3382248.000000 Penalty: 3075.534912
	Iteration 9Q: 3 clusters Score -3382248 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3382562.500000 Penalty: 3075.534912
	Iteration 10Q: 3 clusters Score -3382562 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3382885.500000 Penalty: 3075.534912
	Iteration 11Q: 3 clusters Score -3382886 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3383229.500000 Penalty: 3075.534912
	Iteration 12Q: 3 clusters Score -3383230 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3383574.250000 Penalty: 3075.534912
	Iteration 13Q: 3 clusters Score -3383574 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3383940.250000 Penalty: 3075.534912
	Iteration 14Q: 3 clusters Score -3383940 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3384381.250000 Penalty: 3075.534912
	Iteration 15Q: 3 clusters Score -3384381 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3384881.000000 Penalty: 3075.534912
	Iteration 16Q: 3 clusters Score -3384881 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3385506.750000 Penalty: 3075.534912
	Iteration 17Q: 3 clusters Score -3385507 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -3386220.750000 Penalty: 3075.534912
	Iteration 18Q: 3 clusters Score -3386221 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3387075.250000 Penalty: 3075.534912
	Iteration 19Q: 3 clusters Score -3387075 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3387950.750000 Penalty: 3075.534912
	Iteration 20F: 3 clusters Score -3387951 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3388786.500000 Penalty: 3075.534912
	Iteration 21Q: 3 clusters Score -3388786 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3389448.500000 Penalty: 3075.534912
	Iteration 22Q: 3 clusters Score -3389448 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3389937.750000 Penalty: 3075.534912
	Iteration 23Q: 3 clusters Score -3389938 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3390305.000000 Penalty: 3075.534912
	Iteration 24Q: 3 clusters Score -3390305 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3390547.000000 Penalty: 3075.534912
	Iteration 25Q: 3 clusters Score -3390547 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3390729.500000 Penalty: 3075.534912
	Iteration 26Q: 3 clusters Score -3390730 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3390854.500000 Penalty: 3075.534912
	Iteration 27Q: 3 clusters Score -3390854 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3390936.500000 Penalty: 3075.534912
	Iteration 28Q: 3 clusters Score -3390936 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3390990.500000 Penalty: 3075.534912
	Iteration 29Q: 3 clusters Score -3390990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3391028.750000 Penalty: 3075.534912
	Iteration 30Q: 3 clusters Score -3391029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3391068.500000 Penalty: 3075.534912
	Iteration 31Q: 3 clusters Score -3391068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3391087.750000 Penalty: 3075.534912
	Iteration 32Q: 3 clusters Score -3391088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3391111.000000 Penalty: 3075.534912
	Iteration 33Q: 3 clusters Score -3391111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3391122.500000 Penalty: 3075.534912
	Iteration 34Q: 3 clusters Score -3391122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3391132.750000 Penalty: 3075.534912
	Iteration 35Q: 3 clusters Score -3391133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3391144.000000 Penalty: 3075.534912
	Iteration 36Q: 3 clusters Score -3391144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3391147.250000 Penalty: 3075.534912
	Iteration 37Q: 3 clusters Score -3391147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3391157.000000 Penalty: 3075.534912
	Iteration 38Q: 3 clusters Score -3391157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3391165.250000 Penalty: 3075.534912
	Iteration 39Q: 3 clusters Score -3391165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3391171.250000 Penalty: 3075.534912
	Iteration 40F: 3 clusters Score -3391171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3391176.000000 Penalty: 3075.534912
	Iteration 41Q: 3 clusters Score -3391176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3391182.500000 Penalty: 3075.534912
	Iteration 42Q: 3 clusters Score -3391182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3391190.750000 Penalty: 3075.534912
	Iteration 43Q: 3 clusters Score -3391191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3391197.500000 Penalty: 3075.534912
	Iteration 44Q: 3 clusters Score -3391198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3391202.500000 Penalty: 3075.534912
	Iteration 45Q: 3 clusters Score -3391202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3391200.000000 Penalty: 3075.534912
	Iteration 46Q: 3 clusters Score -3391200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3391202.000000 Penalty: 3075.534912
	Iteration 47Q: 3 clusters Score -3391202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3391202.500000 Penalty: 3075.534912
	Iteration 48Q: 3 clusters Score -3391202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3391202.500000 Penalty: 3075.534912
	Iteration 49F: 3 clusters Score -3391202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -426983.937500 Penalty: 1240.097900
	Iteration 0F: 2 clusters Score -426983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -423751.062500 Penalty: 2480.195801
	Iteration 0F: 3 clusters Score -423751.1 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -424696.718750 Penalty: 2480.195801
	Iteration 1F: 3 clusters Score -424696.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -424870.031250 Penalty: 2480.195801
	Iteration 2F: 3 clusters Score -424870 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -424978.406250 Penalty: 2480.195801
	Iteration 3Q: 3 clusters Score -424978.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -425043.750000 Penalty: 2480.195801
	Iteration 4Q: 3 clusters Score -425043.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -425097.000000 Penalty: 2480.195801
	Iteration 5Q: 3 clusters Score -425097 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -425131.843750 Penalty: 2480.195801
	Iteration 6Q: 3 clusters Score -425131.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -425168.656250 Penalty: 2480.195801
	Iteration 7Q: 3 clusters Score -425168.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -425202.937500 Penalty: 2480.195801
	Iteration 8Q: 3 clusters Score -425202.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -425232.593750 Penalty: 2480.195801
	Iteration 9Q: 3 clusters Score -425232.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -425260.031250 Penalty: 2480.195801
	Iteration 10Q: 3 clusters Score -425260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -425284.875000 Penalty: 2480.195801
	Iteration 11Q: 3 clusters Score -425284.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -425305.125000 Penalty: 2480.195801
	Iteration 12Q: 3 clusters Score -425305.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -425330.593750 Penalty: 2480.195801
	Iteration 13Q: 3 clusters Score -425330.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -425352.031250 Penalty: 2480.195801
	Iteration 14Q: 3 clusters Score -425352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -425368.500000 Penalty: 2480.195801
	Iteration 15Q: 3 clusters Score -425368.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -425383.125000 Penalty: 2480.195801
	Iteration 16Q: 3 clusters Score -425383.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -425394.625000 Penalty: 2480.195801
	Iteration 17Q: 3 clusters Score -425394.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -425406.031250 Penalty: 2480.195801
	Iteration 18Q: 3 clusters Score -425406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -425416.687500 Penalty: 2480.195801
	Iteration 19Q: 3 clusters Score -425416.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -425427.031250 Penalty: 2480.195801
	Iteration 20F: 3 clusters Score -425427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -425436.468750 Penalty: 2480.195801
	Iteration 21Q: 3 clusters Score -425436.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -425445.593750 Penalty: 2480.195801
	Iteration 22Q: 3 clusters Score -425445.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -425452.187500 Penalty: 2480.195801
	Iteration 23Q: 3 clusters Score -425452.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -425464.000000 Penalty: 2480.195801
	Iteration 24Q: 3 clusters Score -425464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -425478.906250 Penalty: 2480.195801
	Iteration 25Q: 3 clusters Score -425478.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -425488.250000 Penalty: 2480.195801
	Iteration 26Q: 3 clusters Score -425488.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -425493.718750 Penalty: 2480.195801
	Iteration 27Q: 3 clusters Score -425493.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -425496.906250 Penalty: 2480.195801
	Iteration 28Q: 3 clusters Score -425496.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -425500.343750 Penalty: 2480.195801
	Iteration 29Q: 3 clusters Score -425500.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -425503.062500 Penalty: 2480.195801
	Iteration 30Q: 3 clusters Score -425503.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -425504.781250 Penalty: 2480.195801
	Iteration 31Q: 3 clusters Score -425504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -425506.281250 Penalty: 2480.195801
	Iteration 32Q: 3 clusters Score -425506.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -425508.062500 Penalty: 2480.195801
	Iteration 33Q: 3 clusters Score -425508.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -425510.968750 Penalty: 2480.195801
	Iteration 34Q: 3 clusters Score -425511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -425512.562500 Penalty: 2480.195801
	Iteration 35Q: 3 clusters Score -425512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -425513.906250 Penalty: 2480.195801
	Iteration 36Q: 3 clusters Score -425513.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -425514.875000 Penalty: 2480.195801
	Iteration 37Q: 3 clusters Score -425514.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -425516.687500 Penalty: 2480.195801
	Iteration 38Q: 3 clusters Score -425516.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -425517.812500 Penalty: 2480.195801
	Iteration 39Q: 3 clusters Score -425517.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -425519.312500 Penalty: 2480.195801
	Iteration 40F: 3 clusters Score -425519.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -425523.093750 Penalty: 2480.195801
	Iteration 41Q: 3 clusters Score -425523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -425526.437500 Penalty: 2480.195801
	Iteration 42Q: 3 clusters Score -425526.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -425529.843750 Penalty: 2480.195801
	Iteration 43Q: 3 clusters Score -425529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -425532.281250 Penalty: 2480.195801
	Iteration 44Q: 3 clusters Score -425532.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -425538.468750 Penalty: 2480.195801
	Iteration 45Q: 3 clusters Score -425538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -425544.218750 Penalty: 2480.195801
	Iteration 46Q: 3 clusters Score -425544.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -425549.968750 Penalty: 2480.195801
	Iteration 47Q: 3 clusters Score -425550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -425556.312500 Penalty: 2480.195801
	Iteration 48Q: 3 clusters Score -425556.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -425565.281250 Penalty: 2480.195801
	Iteration 49Q: 3 clusters Score -425565.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -425574.562500 Penalty: 2480.195801
	Iteration 50Q: 3 clusters Score -425574.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -425582.093750 Penalty: 2480.195801
	Iteration 51Q: 3 clusters Score -425582.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -425588.406250 Penalty: 2480.195801
	Iteration 52Q: 3 clusters Score -425588.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -425594.500000 Penalty: 2480.195801
	Iteration 53Q: 3 clusters Score -425594.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -425600.156250 Penalty: 2480.195801
	Iteration 54Q: 3 clusters Score -425600.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -425605.968750 Penalty: 2480.195801
	Iteration 55Q: 3 clusters Score -425606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -425609.625000 Penalty: 2480.195801
	Iteration 56Q: 3 clusters Score -425609.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -425615.625000 Penalty: 2480.195801
	Iteration 57Q: 3 clusters Score -425615.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -425625.031250 Penalty: 2480.195801
	Iteration 58Q: 3 clusters Score -425625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -425633.187500 Penalty: 2480.195801
	Iteration 59Q: 3 clusters Score -425633.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -425641.093750 Penalty: 2480.195801
	Iteration 60F: 3 clusters Score -425641.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -425646.062500 Penalty: 2480.195801
	Iteration 61Q: 3 clusters Score -425646.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -425653.031250 Penalty: 2480.195801
	Iteration 62Q: 3 clusters Score -425653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -425659.562500 Penalty: 2480.195801
	Iteration 63Q: 3 clusters Score -425659.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -425665.468750 Penalty: 2480.195801
	Iteration 64Q: 3 clusters Score -425665.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -425672.125000 Penalty: 2480.195801
	Iteration 65Q: 3 clusters Score -425672.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -425678.187500 Penalty: 2480.195801
	Iteration 66Q: 3 clusters Score -425678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -425687.281250 Penalty: 2480.195801
	Iteration 67Q: 3 clusters Score -425687.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -425695.562500 Penalty: 2480.195801
	Iteration 68Q: 3 clusters Score -425695.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -425702.250000 Penalty: 2480.195801
	Iteration 69Q: 3 clusters Score -425702.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -425709.093750 Penalty: 2480.195801
	Iteration 70Q: 3 clusters Score -425709.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -425718.187500 Penalty: 2480.195801
	Iteration 71Q: 3 clusters Score -425718.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -425727.187500 Penalty: 2480.195801
	Iteration 72Q: 3 clusters Score -425727.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -425734.250000 Penalty: 2480.195801
	Iteration 73Q: 3 clusters Score -425734.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -425739.625000 Penalty: 2480.195801
	Iteration 74Q: 3 clusters Score -425739.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -425743.187500 Penalty: 2480.195801
	Iteration 75Q: 3 clusters Score -425743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -425745.968750 Penalty: 2480.195801
	Iteration 76Q: 3 clusters Score -425746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -425747.750000 Penalty: 2480.195801
	Iteration 77Q: 3 clusters Score -425747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -425749.000000 Penalty: 2480.195801
	Iteration 78Q: 3 clusters Score -425749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -425751.031250 Penalty: 2480.195801
	Iteration 79Q: 3 clusters Score -425751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -425751.656250 Penalty: 2480.195801
	Iteration 80F: 3 clusters Score -425751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -425751.781250 Penalty: 2480.195801
	Iteration 81Q: 3 clusters Score -425751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -425753.312500 Penalty: 2480.195801
	Iteration 82Q: 3 clusters Score -425753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -425753.937500 Penalty: 2480.195801
	Iteration 83Q: 3 clusters Score -425753.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -425759.468750 Penalty: 2480.195801
	Iteration 84Q: 3 clusters Score -425759.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -425762.312500 Penalty: 2480.195801
	Iteration 85Q: 3 clusters Score -425762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -425765.906250 Penalty: 2480.195801
	Iteration 86Q: 3 clusters Score -425765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -425767.562500 Penalty: 2480.195801
	Iteration 87Q: 3 clusters Score -425767.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -425770.250000 Penalty: 2480.195801
	Iteration 88Q: 3 clusters Score -425770.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -425777.281250 Penalty: 2480.195801
	Iteration 89Q: 3 clusters Score -425777.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -425781.468750 Penalty: 2480.195801
	Iteration 90Q: 3 clusters Score -425781.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -425785.406250 Penalty: 2480.195801
	Iteration 91Q: 3 clusters Score -425785.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -425789.812500 Penalty: 2480.195801
	Iteration 92Q: 3 clusters Score -425789.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -425796.156250 Penalty: 2480.195801
	Iteration 93Q: 3 clusters Score -425796.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -425800.218750 Penalty: 2480.195801
	Iteration 94Q: 3 clusters Score -425800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -425802.625000 Penalty: 2480.195801
	Iteration 95Q: 3 clusters Score -425802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -425802.375000 Penalty: 2480.195801
	Iteration 96Q: 3 clusters Score -425802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -425806.781250 Penalty: 2480.195801
	Iteration 97Q: 3 clusters Score -425806.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -425809.218750 Penalty: 2480.195801
	Iteration 98Q: 3 clusters Score -425809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -425813.062500 Penalty: 2480.195801
	Iteration 99Q: 3 clusters Score -425813.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -425816.000000 Penalty: 2480.195801
	Iteration 100F: 3 clusters Score -425816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -425816.687500 Penalty: 2480.195801
	Iteration 101Q: 3 clusters Score -425816.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -425819.687500 Penalty: 2480.195801
	Iteration 102Q: 3 clusters Score -425819.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -425821.281250 Penalty: 2480.195801
	Iteration 103Q: 3 clusters Score -425821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -425823.875000 Penalty: 2480.195801
	Iteration 104Q: 3 clusters Score -425823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -425826.406250 Penalty: 2480.195801
	Iteration 105Q: 3 clusters Score -425826.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -425829.375000 Penalty: 2480.195801
	Iteration 106Q: 3 clusters Score -425829.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -425832.468750 Penalty: 2480.195801
	Iteration 107Q: 3 clusters Score -425832.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -425835.750000 Penalty: 2480.195801
	Iteration 108Q: 3 clusters Score -425835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -425838.031250 Penalty: 2480.195801
	Iteration 109Q: 3 clusters Score -425838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -425838.781250 Penalty: 2480.195801
	Iteration 110Q: 3 clusters Score -425838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -425840.062500 Penalty: 2480.195801
	Iteration 111Q: 3 clusters Score -425840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -425842.875000 Penalty: 2480.195801
	Iteration 112Q: 3 clusters Score -425842.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -425845.375000 Penalty: 2480.195801
	Iteration 113Q: 3 clusters Score -425845.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -425847.312500 Penalty: 2480.195801
	Iteration 114Q: 3 clusters Score -425847.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -425848.625000 Penalty: 2480.195801
	Iteration 115Q: 3 clusters Score -425848.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -425849.593750 Penalty: 2480.195801
	Iteration 116Q: 3 clusters Score -425849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -425850.718750 Penalty: 2480.195801
	Iteration 117Q: 3 clusters Score -425850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -425851.406250 Penalty: 2480.195801
	Iteration 118Q: 3 clusters Score -425851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -425851.937500 Penalty: 2480.195801
	Iteration 119Q: 3 clusters Score -425851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -425855.250000 Penalty: 2480.195801
	Iteration 120F: 3 clusters Score -425855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -425856.250000 Penalty: 2480.195801
	Iteration 121Q: 3 clusters Score -425856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -425857.187500 Penalty: 2480.195801
	Iteration 122Q: 3 clusters Score -425857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -425859.187500 Penalty: 2480.195801
	Iteration 123Q: 3 clusters Score -425859.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -425862.812500 Penalty: 2480.195801
	Iteration 124Q: 3 clusters Score -425862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -425866.375000 Penalty: 2480.195801
	Iteration 125Q: 3 clusters Score -425866.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -425869.687500 Penalty: 2480.195801
	Iteration 126Q: 3 clusters Score -425869.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -425872.187500 Penalty: 2480.195801
	Iteration 127Q: 3 clusters Score -425872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -425874.062500 Penalty: 2480.195801
	Iteration 128Q: 3 clusters Score -425874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -425876.437500 Penalty: 2480.195801
	Iteration 129Q: 3 clusters Score -425876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -425876.843750 Penalty: 2480.195801
	Iteration 130Q: 3 clusters Score -425876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -425877.625000 Penalty: 2480.195801
	Iteration 131Q: 3 clusters Score -425877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -425877.218750 Penalty: 2480.195801
	Iteration 132Q: 3 clusters Score -425877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -425877.375000 Penalty: 2480.195801
	Iteration 133Q: 3 clusters Score -425877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -425878.375000 Penalty: 2480.195801
	Iteration 134Q: 3 clusters Score -425878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -425878.250000 Penalty: 2480.195801
	Iteration 135Q: 3 clusters Score -425878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -425878.250000 Penalty: 2480.195801
	Iteration 136F: 3 clusters Score -425878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -181287.093750 Penalty: 1105.336060
	Iteration 0F: 2 clusters Score -181287.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -179599.890625 Penalty: 2210.672119
	Iteration 0F: 3 clusters Score -179599.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -180040.593750 Penalty: 2210.672119
	Iteration 1F: 3 clusters Score -180040.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -180146.265625 Penalty: 2210.672119
	Iteration 2F: 3 clusters Score -180146.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -180202.250000 Penalty: 2210.672119
	Iteration 3Q: 3 clusters Score -180202.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -180240.296875 Penalty: 2210.672119
	Iteration 4Q: 3 clusters Score -180240.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -180264.328125 Penalty: 2210.672119
	Iteration 5Q: 3 clusters Score -180264.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -180286.046875 Penalty: 2210.672119
	Iteration 6Q: 3 clusters Score -180286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -180303.078125 Penalty: 2210.672119
	Iteration 7Q: 3 clusters Score -180303.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -180319.453125 Penalty: 2210.672119
	Iteration 8Q: 3 clusters Score -180319.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -180335.140625 Penalty: 2210.672119
	Iteration 9Q: 3 clusters Score -180335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -180342.625000 Penalty: 2210.672119
	Iteration 10Q: 3 clusters Score -180342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -180344.906250 Penalty: 2210.672119
	Iteration 11Q: 3 clusters Score -180344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -180347.640625 Penalty: 2210.672119
	Iteration 12Q: 3 clusters Score -180347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -180350.671875 Penalty: 2210.672119
	Iteration 13Q: 3 clusters Score -180350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -180351.953125 Penalty: 2210.672119
	Iteration 14Q: 3 clusters Score -180352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -180355.359375 Penalty: 2210.672119
	Iteration 15Q: 3 clusters Score -180355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -180358.953125 Penalty: 2210.672119
	Iteration 16Q: 3 clusters Score -180359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -180360.078125 Penalty: 2210.672119
	Iteration 17Q: 3 clusters Score -180360.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -180360.078125 Penalty: 2210.672119
	Iteration 18F: 3 clusters Score -180360.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Entering Unmasked Estep 
Score: -2588696.500000 Penalty: 1495.916138
	Iteration 0F: 2 clusters Score -2588696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2573643.500000 Penalty: 2991.832275
	Iteration 0F: 3 clusters Score -2573644 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2579226.750000 Penalty: 2991.832275
	Iteration 1F: 3 clusters Score -2579227 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2579717.500000 Penalty: 2991.832275
	Iteration 2F: 3 clusters Score -2579718 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2580178.750000 Penalty: 2991.832275
	Iteration 3Q: 3 clusters Score -2580179 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2580735.750000 Penalty: 2991.832275
	Iteration 4F: 3 clusters Score -2580736 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2581452.750000 Penalty: 2991.832275
	Iteration 5F: 3 clusters Score -2581453 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2582374.000000 Penalty: 2991.832275
	Iteration 6F: 3 clusters Score -2582374 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2583419.250000 Penalty: 2991.832275
	Iteration 7F: 3 clusters Score -2583419 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2584429.250000 Penalty: 2991.832275
	Iteration 8F: 3 clusters Score -2584429 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2585307.750000 Penalty: 2991.832275
	Iteration 9F: 3 clusters Score -2585308 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2585974.500000 Penalty: 2991.832275
	Iteration 10Q: 3 clusters Score -2585974 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2586458.000000 Penalty: 2991.832275
	Iteration 11Q: 3 clusters Score -2586458 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2586818.500000 Penalty: 2991.832275
	Iteration 12Q: 3 clusters Score -2586818 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2587102.000000 Penalty: 2991.832275
	Iteration 13Q: 3 clusters Score -2587102 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2587278.000000 Penalty: 2991.832275
	Iteration 14Q: 3 clusters Score -2587278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2587407.750000 Penalty: 2991.832275
	Iteration 15Q: 3 clusters Score -2587408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2587466.250000 Penalty: 2991.832275
	Iteration 16Q: 3 clusters Score -2587466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2587507.000000 Penalty: 2991.832275
	Iteration 17Q: 3 clusters Score -2587507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2587536.500000 Penalty: 2991.832275
	Iteration 18Q: 3 clusters Score -2587536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2587563.500000 Penalty: 2991.832275
	Iteration 19Q: 3 clusters Score -2587564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2587583.000000 Penalty: 2991.832275
	Iteration 20F: 3 clusters Score -2587583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2587596.250000 Penalty: 2991.832275
	Iteration 21Q: 3 clusters Score -2587596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2587607.500000 Penalty: 2991.832275
	Iteration 22Q: 3 clusters Score -2587608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2587614.250000 Penalty: 2991.832275
	Iteration 23Q: 3 clusters Score -2587614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2587620.500000 Penalty: 2991.832275
	Iteration 24Q: 3 clusters Score -2587620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2587627.000000 Penalty: 2991.832275
	Iteration 25Q: 3 clusters Score -2587627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2587631.750000 Penalty: 2991.832275
	Iteration 26Q: 3 clusters Score -2587632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2587642.750000 Penalty: 2991.832275
	Iteration 27Q: 3 clusters Score -2587643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2587650.500000 Penalty: 2991.832275
	Iteration 28Q: 3 clusters Score -2587650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2587657.750000 Penalty: 2991.832275
	Iteration 29Q: 3 clusters Score -2587658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2587663.250000 Penalty: 2991.832275
	Iteration 30Q: 3 clusters Score -2587663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2587667.500000 Penalty: 2991.832275
	Iteration 31Q: 3 clusters Score -2587668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2587665.750000 Penalty: 2991.832275
	Iteration 32Q: 3 clusters Score -2587666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2587671.250000 Penalty: 2991.832275
	Iteration 33Q: 3 clusters Score -2587671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2587669.500000 Penalty: 2991.832275
	Iteration 34Q: 3 clusters Score -2587670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2587671.000000 Penalty: 2991.832275
	Iteration 35Q: 3 clusters Score -2587671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2587671.000000 Penalty: 2991.832275
	Iteration 36F: 3 clusters Score -2587671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Entering Unmasked Estep 
Score: -1689362.750000 Penalty: 1431.692383
	Iteration 0F: 2 clusters Score -1689363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1679397.250000 Penalty: 2863.384766
	Iteration 0F: 3 clusters Score -1679397 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1682848.125000 Penalty: 2863.384766
	Iteration 1F: 3 clusters Score -1682848 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1683193.375000 Penalty: 2863.384766
	Iteration 2F: 3 clusters Score -1683193 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1683454.250000 Penalty: 2863.384766
	Iteration 3Q: 3 clusters Score -1683454 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1683675.750000 Penalty: 2863.384766
	Iteration 4Q: 3 clusters Score -1683676 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1683920.500000 Penalty: 2863.384766
	Iteration 5Q: 3 clusters Score -1683920 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1684191.250000 Penalty: 2863.384766
	Iteration 6Q: 3 clusters Score -1684191 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1684479.625000 Penalty: 2863.384766
	Iteration 7Q: 3 clusters Score -1684480 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1684826.500000 Penalty: 2863.384766
	Iteration 8Q: 3 clusters Score -1684826 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1685208.750000 Penalty: 2863.384766
	Iteration 9Q: 3 clusters Score -1685209 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1685675.750000 Penalty: 2863.384766
	Iteration 10Q: 3 clusters Score -1685676 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1686131.750000 Penalty: 2863.384766
	Iteration 11Q: 3 clusters Score -1686132 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1686557.500000 Penalty: 2863.384766
	Iteration 12Q: 3 clusters Score -1686558 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1686946.375000 Penalty: 2863.384766
	Iteration 13Q: 3 clusters Score -1686946 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1687259.250000 Penalty: 2863.384766
	Iteration 14Q: 3 clusters Score -1687259 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1687511.500000 Penalty: 2863.384766
	Iteration 15Q: 3 clusters Score -1687512 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1687703.750000 Penalty: 2863.384766
	Iteration 16Q: 3 clusters Score -1687704 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1687863.500000 Penalty: 2863.384766
	Iteration 17Q: 3 clusters Score -1687864 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1687972.500000 Penalty: 2863.384766
	Iteration 18Q: 3 clusters Score -1687972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1688047.625000 Penalty: 2863.384766
	Iteration 19Q: 3 clusters Score -1688048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1688096.750000 Penalty: 2863.384766
	Iteration 20F: 3 clusters Score -1688097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1688132.250000 Penalty: 2863.384766
	Iteration 21Q: 3 clusters Score -1688132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1688160.250000 Penalty: 2863.384766
	Iteration 22Q: 3 clusters Score -1688160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1688179.500000 Penalty: 2863.384766
	Iteration 23Q: 3 clusters Score -1688180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1688195.625000 Penalty: 2863.384766
	Iteration 24Q: 3 clusters Score -1688196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1688199.000000 Penalty: 2863.384766
	Iteration 25Q: 3 clusters Score -1688199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1688200.375000 Penalty: 2863.384766
	Iteration 26Q: 3 clusters Score -1688200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1688205.125000 Penalty: 2863.384766
	Iteration 27Q: 3 clusters Score -1688205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1688204.875000 Penalty: 2863.384766
	Iteration 28Q: 3 clusters Score -1688205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1688206.500000 Penalty: 2863.384766
	Iteration 29Q: 3 clusters Score -1688206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1688208.500000 Penalty: 2863.384766
	Iteration 30Q: 3 clusters Score -1688208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1688208.500000 Penalty: 2863.384766
	Iteration 31F: 3 clusters Score -1688208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Entering Unmasked Estep 
Score: -2732966.250000 Penalty: 1503.215820
	Iteration 0F: 2 clusters Score -2732966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2716936.250000 Penalty: 3006.431641
	Iteration 0F: 3 clusters Score -2716936 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2722817.750000 Penalty: 3006.431641
	Iteration 1F: 3 clusters Score -2722818 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2723225.000000 Penalty: 3006.431641
	Iteration 2Q: 3 clusters Score -2723225 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2723557.250000 Penalty: 3006.431641
	Iteration 3Q: 3 clusters Score -2723557 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2723850.250000 Penalty: 3006.431641
	Iteration 4Q: 3 clusters Score -2723850 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2724184.500000 Penalty: 3006.431641
	Iteration 5Q: 3 clusters Score -2724184 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2724540.250000 Penalty: 3006.431641
	Iteration 6Q: 3 clusters Score -2724540 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2725007.250000 Penalty: 3006.431641
	Iteration 7Q: 3 clusters Score -2725007 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2725590.750000 Penalty: 3006.431641
	Iteration 8Q: 3 clusters Score -2725591 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2726397.250000 Penalty: 3006.431641
	Iteration 9F: 3 clusters Score -2726397 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2727430.750000 Penalty: 3006.431641
	Iteration 10F: 3 clusters Score -2727431 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2728577.000000 Penalty: 3006.431641
	Iteration 11F: 3 clusters Score -2728577 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2729633.500000 Penalty: 3006.431641
	Iteration 12F: 3 clusters Score -2729634 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2730498.750000 Penalty: 3006.431641
	Iteration 13Q: 3 clusters Score -2730499 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2731023.500000 Penalty: 3006.431641
	Iteration 14Q: 3 clusters Score -2731024 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2731355.000000 Penalty: 3006.431641
	Iteration 15Q: 3 clusters Score -2731355 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2731526.500000 Penalty: 3006.431641
	Iteration 16Q: 3 clusters Score -2731526 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2731612.250000 Penalty: 3006.431641
	Iteration 17Q: 3 clusters Score -2731612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2731650.500000 Penalty: 3006.431641
	Iteration 18Q: 3 clusters Score -2731650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2731687.000000 Penalty: 3006.431641
	Iteration 19Q: 3 clusters Score -2731687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2731709.250000 Penalty: 3006.431641
	Iteration 20F: 3 clusters Score -2731709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2731739.500000 Penalty: 3006.431641
	Iteration 21Q: 3 clusters Score -2731740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2731754.250000 Penalty: 3006.431641
	Iteration 22Q: 3 clusters Score -2731754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2731770.250000 Penalty: 3006.431641
	Iteration 23Q: 3 clusters Score -2731770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2731784.750000 Penalty: 3006.431641
	Iteration 24Q: 3 clusters Score -2731785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2731787.500000 Penalty: 3006.431641
	Iteration 25Q: 3 clusters Score -2731788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2731791.000000 Penalty: 3006.431641
	Iteration 26Q: 3 clusters Score -2731791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2731796.000000 Penalty: 3006.431641
	Iteration 27Q: 3 clusters Score -2731796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2731802.000000 Penalty: 3006.431641
	Iteration 28Q: 3 clusters Score -2731802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2731804.750000 Penalty: 3006.431641
	Iteration 29Q: 3 clusters Score -2731805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2731805.250000 Penalty: 3006.431641
	Iteration 30Q: 3 clusters Score -2731805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2731808.250000 Penalty: 3006.431641
	Iteration 31Q: 3 clusters Score -2731808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2731810.500000 Penalty: 3006.431641
	Iteration 32Q: 3 clusters Score -2731810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2731813.750000 Penalty: 3006.431641
	Iteration 33Q: 3 clusters Score -2731814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2731812.500000 Penalty: 3006.431641
	Iteration 34Q: 3 clusters Score -2731812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2731818.000000 Penalty: 3006.431641
	Iteration 35Q: 3 clusters Score -2731818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2731817.750000 Penalty: 3006.431641
	Iteration 36Q: 3 clusters Score -2731818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2731821.250000 Penalty: 3006.431641
	Iteration 37Q: 3 clusters Score -2731821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2731823.000000 Penalty: 3006.431641
	Iteration 38Q: 3 clusters Score -2731823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2731823.000000 Penalty: 3006.431641
	Iteration 39F: 3 clusters Score -2731823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -298801.750000 Penalty: 1181.929199
	Iteration 0F: 2 clusters Score -298801.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -296424.250000 Penalty: 2363.858398
	Iteration 0F: 3 clusters Score -296424.2 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -297037.968750 Penalty: 2363.858398
	Iteration 1F: 3 clusters Score -297038 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -297204.562500 Penalty: 2363.858398
	Iteration 2F: 3 clusters Score -297204.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -297287.437500 Penalty: 2363.858398
	Iteration 3Q: 3 clusters Score -297287.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -297350.218750 Penalty: 2363.858398
	Iteration 4Q: 3 clusters Score -297350.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -297403.968750 Penalty: 2363.858398
	Iteration 5Q: 3 clusters Score -297404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -297446.812500 Penalty: 2363.858398
	Iteration 6Q: 3 clusters Score -297446.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -297480.031250 Penalty: 2363.858398
	Iteration 7Q: 3 clusters Score -297480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -297503.156250 Penalty: 2363.858398
	Iteration 8Q: 3 clusters Score -297503.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -297522.156250 Penalty: 2363.858398
	Iteration 9Q: 3 clusters Score -297522.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -297537.812500 Penalty: 2363.858398
	Iteration 10Q: 3 clusters Score -297537.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -297552.718750 Penalty: 2363.858398
	Iteration 11Q: 3 clusters Score -297552.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -297571.312500 Penalty: 2363.858398
	Iteration 12Q: 3 clusters Score -297571.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -297586.000000 Penalty: 2363.858398
	Iteration 13Q: 3 clusters Score -297586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -297598.687500 Penalty: 2363.858398
	Iteration 14Q: 3 clusters Score -297598.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -297619.062500 Penalty: 2363.858398
	Iteration 15Q: 3 clusters Score -297619.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -297640.312500 Penalty: 2363.858398
	Iteration 16Q: 3 clusters Score -297640.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -297666.968750 Penalty: 2363.858398
	Iteration 17Q: 3 clusters Score -297667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -297689.187500 Penalty: 2363.858398
	Iteration 18Q: 3 clusters Score -297689.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -297707.875000 Penalty: 2363.858398
	Iteration 19Q: 3 clusters Score -297707.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -297727.562500 Penalty: 2363.858398
	Iteration 20F: 3 clusters Score -297727.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -297747.250000 Penalty: 2363.858398
	Iteration 21Q: 3 clusters Score -297747.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -297768.593750 Penalty: 2363.858398
	Iteration 22Q: 3 clusters Score -297768.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -297786.906250 Penalty: 2363.858398
	Iteration 23Q: 3 clusters Score -297786.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -297802.781250 Penalty: 2363.858398
	Iteration 24Q: 3 clusters Score -297802.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -297813.812500 Penalty: 2363.858398
	Iteration 25Q: 3 clusters Score -297813.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -297824.500000 Penalty: 2363.858398
	Iteration 26Q: 3 clusters Score -297824.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -297833.156250 Penalty: 2363.858398
	Iteration 27Q: 3 clusters Score -297833.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -297840.625000 Penalty: 2363.858398
	Iteration 28Q: 3 clusters Score -297840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -297850.125000 Penalty: 2363.858398
	Iteration 29Q: 3 clusters Score -297850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -297864.625000 Penalty: 2363.858398
	Iteration 30Q: 3 clusters Score -297864.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -297880.500000 Penalty: 2363.858398
	Iteration 31Q: 3 clusters Score -297880.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -297891.781250 Penalty: 2363.858398
	Iteration 32Q: 3 clusters Score -297891.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -297894.687500 Penalty: 2363.858398
	Iteration 33Q: 3 clusters Score -297894.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -297898.062500 Penalty: 2363.858398
	Iteration 34Q: 3 clusters Score -297898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -297900.625000 Penalty: 2363.858398
	Iteration 35Q: 3 clusters Score -297900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297902.625000 Penalty: 2363.858398
	Iteration 36Q: 3 clusters Score -297902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297905.968750 Penalty: 2363.858398
	Iteration 37Q: 3 clusters Score -297906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -297910.468750 Penalty: 2363.858398
	Iteration 38Q: 3 clusters Score -297910.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -297914.062500 Penalty: 2363.858398
	Iteration 39Q: 3 clusters Score -297914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -297916.625000 Penalty: 2363.858398
	Iteration 40F: 3 clusters Score -297916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -297918.781250 Penalty: 2363.858398
	Iteration 41Q: 3 clusters Score -297918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -297924.593750 Penalty: 2363.858398
	Iteration 42Q: 3 clusters Score -297924.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -297930.562500 Penalty: 2363.858398
	Iteration 43Q: 3 clusters Score -297930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297935.656250 Penalty: 2363.858398
	Iteration 44Q: 3 clusters Score -297935.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -297941.937500 Penalty: 2363.858398
	Iteration 45Q: 3 clusters Score -297941.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -297945.843750 Penalty: 2363.858398
	Iteration 46Q: 3 clusters Score -297945.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297950.187500 Penalty: 2363.858398
	Iteration 47Q: 3 clusters Score -297950.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -297960.062500 Penalty: 2363.858398
	Iteration 48Q: 3 clusters Score -297960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -297967.000000 Penalty: 2363.858398
	Iteration 49Q: 3 clusters Score -297967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297977.218750 Penalty: 2363.858398
	Iteration 50Q: 3 clusters Score -297977.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -297988.812500 Penalty: 2363.858398
	Iteration 51Q: 3 clusters Score -297988.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -298006.187500 Penalty: 2363.858398
	Iteration 52Q: 3 clusters Score -298006.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -298026.531250 Penalty: 2363.858398
	Iteration 53Q: 3 clusters Score -298026.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -298053.156250 Penalty: 2363.858398
	Iteration 54Q: 3 clusters Score -298053.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -298083.250000 Penalty: 2363.858398
	Iteration 55Q: 3 clusters Score -298083.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -298110.250000 Penalty: 2363.858398
	Iteration 56Q: 3 clusters Score -298110.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -298126.718750 Penalty: 2363.858398
	Iteration 57Q: 3 clusters Score -298126.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -298134.593750 Penalty: 2363.858398
	Iteration 58Q: 3 clusters Score -298134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -298144.062500 Penalty: 2363.858398
	Iteration 59Q: 3 clusters Score -298144.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -298148.781250 Penalty: 2363.858398
	Iteration 60F: 3 clusters Score -298148.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -298154.562500 Penalty: 2363.858398
	Iteration 61Q: 3 clusters Score -298154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -298158.031250 Penalty: 2363.858398
	Iteration 62Q: 3 clusters Score -298158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -298160.625000 Penalty: 2363.858398
	Iteration 63Q: 3 clusters Score -298160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -298160.937500 Penalty: 2363.858398
	Iteration 64Q: 3 clusters Score -298160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -298160.937500 Penalty: 2363.858398
	Iteration 65F: 3 clusters Score -298160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Entering Unmasked Estep 
Score: -1502924.250000 Penalty: 1418.068359
	Iteration 0F: 2 clusters Score -1502924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1493885.000000 Penalty: 2836.136719
	Iteration 0F: 3 clusters Score -1493885 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1496916.875000 Penalty: 2836.136719
	Iteration 1F: 3 clusters Score -1496917 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1497294.625000 Penalty: 2836.136719
	Iteration 2F: 3 clusters Score -1497295 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1497603.000000 Penalty: 2836.136719
	Iteration 3Q: 3 clusters Score -1497603 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1497896.625000 Penalty: 2836.136719
	Iteration 4Q: 3 clusters Score -1497897 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1498200.625000 Penalty: 2836.136719
	Iteration 5Q: 3 clusters Score -1498201 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1498504.250000 Penalty: 2836.136719
	Iteration 6Q: 3 clusters Score -1498504 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1498770.750000 Penalty: 2836.136719
	Iteration 7Q: 3 clusters Score -1498771 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1499016.375000 Penalty: 2836.136719
	Iteration 8Q: 3 clusters Score -1499016 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1499222.625000 Penalty: 2836.136719
	Iteration 9Q: 3 clusters Score -1499223 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1499442.625000 Penalty: 2836.136719
	Iteration 10Q: 3 clusters Score -1499443 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1499633.750000 Penalty: 2836.136719
	Iteration 11Q: 3 clusters Score -1499634 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1499779.000000 Penalty: 2836.136719
	Iteration 12Q: 3 clusters Score -1499779 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1499894.375000 Penalty: 2836.136719
	Iteration 13Q: 3 clusters Score -1499894 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1499990.125000 Penalty: 2836.136719
	Iteration 14Q: 3 clusters Score -1499990 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1500050.500000 Penalty: 2836.136719
	Iteration 15Q: 3 clusters Score -1500050 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1500101.750000 Penalty: 2836.136719
	Iteration 16Q: 3 clusters Score -1500102 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1500128.625000 Penalty: 2836.136719
	Iteration 17Q: 3 clusters Score -1500129 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1500162.125000 Penalty: 2836.136719
	Iteration 18Q: 3 clusters Score -1500162 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1500183.500000 Penalty: 2836.136719
	Iteration 19Q: 3 clusters Score -1500184 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1500221.500000 Penalty: 2836.136719
	Iteration 20F: 3 clusters Score -1500222 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1500233.500000 Penalty: 2836.136719
	Iteration 21Q: 3 clusters Score -1500234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1500257.500000 Penalty: 2836.136719
	Iteration 22Q: 3 clusters Score -1500258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1500268.500000 Penalty: 2836.136719
	Iteration 23Q: 3 clusters Score -1500268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1500283.375000 Penalty: 2836.136719
	Iteration 24Q: 3 clusters Score -1500283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1500291.875000 Penalty: 2836.136719
	Iteration 25Q: 3 clusters Score -1500292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1500296.875000 Penalty: 2836.136719
	Iteration 26Q: 3 clusters Score -1500297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1500301.125000 Penalty: 2836.136719
	Iteration 27Q: 3 clusters Score -1500301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1500304.250000 Penalty: 2836.136719
	Iteration 28Q: 3 clusters Score -1500304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1500308.875000 Penalty: 2836.136719
	Iteration 29Q: 3 clusters Score -1500309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1500311.375000 Penalty: 2836.136719
	Iteration 30Q: 3 clusters Score -1500311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1500314.625000 Penalty: 2836.136719
	Iteration 31Q: 3 clusters Score -1500315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1500318.250000 Penalty: 2836.136719
	Iteration 32Q: 3 clusters Score -1500318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1500324.125000 Penalty: 2836.136719
	Iteration 33Q: 3 clusters Score -1500324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1500328.750000 Penalty: 2836.136719
	Iteration 34Q: 3 clusters Score -1500329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1500329.875000 Penalty: 2836.136719
	Iteration 35Q: 3 clusters Score -1500330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1500332.250000 Penalty: 2836.136719
	Iteration 36Q: 3 clusters Score -1500332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1500331.125000 Penalty: 2836.136719
	Iteration 37Q: 3 clusters Score -1500331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1500335.625000 Penalty: 2836.136719
	Iteration 38Q: 3 clusters Score -1500336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1500336.250000 Penalty: 2836.136719
	Iteration 39Q: 3 clusters Score -1500336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1500333.625000 Penalty: 2836.136719
	Iteration 40F: 3 clusters Score -1500334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1500338.000000 Penalty: 2836.136719
	Iteration 41Q: 3 clusters Score -1500338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1500338.500000 Penalty: 2836.136719
	Iteration 42Q: 3 clusters Score -1500338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1500342.125000 Penalty: 2836.136719
	Iteration 43Q: 3 clusters Score -1500342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1500339.750000 Penalty: 2836.136719
	Iteration 44Q: 3 clusters Score -1500340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1500343.375000 Penalty: 2836.136719
	Iteration 45Q: 3 clusters Score -1500343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1500346.000000 Penalty: 2836.136719
	Iteration 46Q: 3 clusters Score -1500346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1500347.000000 Penalty: 2836.136719
	Iteration 47Q: 3 clusters Score -1500347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1500352.000000 Penalty: 2836.136719
	Iteration 48Q: 3 clusters Score -1500352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1500353.625000 Penalty: 2836.136719
	Iteration 49Q: 3 clusters Score -1500354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1500354.625000 Penalty: 2836.136719
	Iteration 50Q: 3 clusters Score -1500355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1500359.375000 Penalty: 2836.136719
	Iteration 51Q: 3 clusters Score -1500359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1500355.500000 Penalty: 2836.136719
	Iteration 52Q: 3 clusters Score -1500356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1500353.875000 Penalty: 2836.136719
	Iteration 53Q: 3 clusters Score -1500354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1500353.000000 Penalty: 2836.136719
	Iteration 54Q: 3 clusters Score -1500353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1500354.625000 Penalty: 2836.136719
	Iteration 55Q: 3 clusters Score -1500355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1500359.750000 Penalty: 2836.136719
	Iteration 56Q: 3 clusters Score -1500360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1500358.500000 Penalty: 2836.136719
	Iteration 57Q: 3 clusters Score -1500358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1500359.000000 Penalty: 2836.136719
	Iteration 58Q: 3 clusters Score -1500359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1500360.375000 Penalty: 2836.136719
	Iteration 59Q: 3 clusters Score -1500360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1500359.750000 Penalty: 2836.136719
	Iteration 60F: 3 clusters Score -1500360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1500359.125000 Penalty: 2836.136719
	Iteration 61Q: 3 clusters Score -1500359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1500357.125000 Penalty: 2836.136719
	Iteration 62Q: 3 clusters Score -1500357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1500358.875000 Penalty: 2836.136719
	Iteration 63Q: 3 clusters Score -1500359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1500362.125000 Penalty: 2836.136719
	Iteration 64Q: 3 clusters Score -1500362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1500364.125000 Penalty: 2836.136719
	Iteration 65Q: 3 clusters Score -1500364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1500368.375000 Penalty: 2836.136719
	Iteration 66Q: 3 clusters Score -1500368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1500368.250000 Penalty: 2836.136719
	Iteration 67Q: 3 clusters Score -1500368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1500369.875000 Penalty: 2836.136719
	Iteration 68Q: 3 clusters Score -1500370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1500367.125000 Penalty: 2836.136719
	Iteration 69Q: 3 clusters Score -1500367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1500372.375000 Penalty: 2836.136719
	Iteration 70Q: 3 clusters Score -1500372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1500370.750000 Penalty: 2836.136719
	Iteration 71Q: 3 clusters Score -1500371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1500369.250000 Penalty: 2836.136719
	Iteration 72Q: 3 clusters Score -1500369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1500371.250000 Penalty: 2836.136719
	Iteration 73Q: 3 clusters Score -1500371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1500370.375000 Penalty: 2836.136719
	Iteration 74Q: 3 clusters Score -1500370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1500370.250000 Penalty: 2836.136719
	Iteration 75Q: 3 clusters Score -1500370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1500369.625000 Penalty: 2836.136719
	Iteration 76Q: 3 clusters Score -1500370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1500373.250000 Penalty: 2836.136719
	Iteration 77Q: 3 clusters Score -1500373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1500374.500000 Penalty: 2836.136719
	Iteration 78Q: 3 clusters Score -1500374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1500373.625000 Penalty: 2836.136719
	Iteration 79Q: 3 clusters Score -1500374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1500374.500000 Penalty: 2836.136719
	Iteration 80F: 3 clusters Score -1500374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -153665.359375 Penalty: 1088.998657
	Iteration 0F: 2 clusters Score -153665.4 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 715 members 
Entering Unmasked Estep 
Score: -152107.078125 Penalty: 2177.997314
	Iteration 0F: 3 clusters Score -152107.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152522.515625 Penalty: 2177.997314
	Iteration 1F: 3 clusters Score -152522.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152691.375000 Penalty: 2177.997314
	Iteration 2F: 3 clusters Score -152691.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -152833.546875 Penalty: 2177.997314
	Iteration 3F: 3 clusters Score -152833.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -152958.734375 Penalty: 2177.997314
	Iteration 4F: 3 clusters Score -152958.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -153048.093750 Penalty: 2177.997314
	Iteration 5Q: 3 clusters Score -153048.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -153114.750000 Penalty: 2177.997314
	Iteration 6Q: 3 clusters Score -153114.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -153157.562500 Penalty: 2177.997314
	Iteration 7Q: 3 clusters Score -153157.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -153182.500000 Penalty: 2177.997314
	Iteration 8Q: 3 clusters Score -153182.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -153196.156250 Penalty: 2177.997314
	Iteration 9Q: 3 clusters Score -153196.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -153208.140625 Penalty: 2177.997314
	Iteration 10Q: 3 clusters Score -153208.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -153217.953125 Penalty: 2177.997314
	Iteration 11Q: 3 clusters Score -153218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -153221.406250 Penalty: 2177.997314
	Iteration 12Q: 3 clusters Score -153221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -153225.062500 Penalty: 2177.997314
	Iteration 13Q: 3 clusters Score -153225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -153225.859375 Penalty: 2177.997314
	Iteration 14Q: 3 clusters Score -153225.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -153229.468750 Penalty: 2177.997314
	Iteration 15Q: 3 clusters Score -153229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -153233.265625 Penalty: 2177.997314
	Iteration 16Q: 3 clusters Score -153233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -153234.859375 Penalty: 2177.997314
	Iteration 17Q: 3 clusters Score -153234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -153238.265625 Penalty: 2177.997314
	Iteration 18Q: 3 clusters Score -153238.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -153244.140625 Penalty: 2177.997314
	Iteration 19Q: 3 clusters Score -153244.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -153251.031250 Penalty: 2177.997314
	Iteration 20F: 3 clusters Score -153251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -153256.437500 Penalty: 2177.997314
	Iteration 21Q: 3 clusters Score -153256.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -153259.343750 Penalty: 2177.997314
	Iteration 22Q: 3 clusters Score -153259.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -153259.734375 Penalty: 2177.997314
	Iteration 23Q: 3 clusters Score -153259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -153260.531250 Penalty: 2177.997314
	Iteration 24Q: 3 clusters Score -153260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -153261.218750 Penalty: 2177.997314
	Iteration 25Q: 3 clusters Score -153261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -153261.531250 Penalty: 2177.997314
	Iteration 26Q: 3 clusters Score -153261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -153261.531250 Penalty: 2177.997314
	Iteration 27F: 3 clusters Score -153261.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (17918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Entering Unmasked Estep 
Score: -1932226.875000 Penalty: 1457.281860
	Iteration 0F: 2 clusters Score -1932227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1920405.000000 Penalty: 2914.563721
	Iteration 0F: 3 clusters Score -1920405 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1924664.625000 Penalty: 2914.563721
	Iteration 1F: 3 clusters Score -1924665 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1925052.000000 Penalty: 2914.563721
	Iteration 2F: 3 clusters Score -1925052 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1925375.250000 Penalty: 2914.563721
	Iteration 3Q: 3 clusters Score -1925375 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1925667.875000 Penalty: 2914.563721
	Iteration 4Q: 3 clusters Score -1925668 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1925945.375000 Penalty: 2914.563721
	Iteration 5Q: 3 clusters Score -1925945 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1926215.625000 Penalty: 2914.563721
	Iteration 6Q: 3 clusters Score -1926216 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1926470.375000 Penalty: 2914.563721
	Iteration 7Q: 3 clusters Score -1926470 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1926730.250000 Penalty: 2914.563721
	Iteration 8Q: 3 clusters Score -1926730 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1926981.500000 Penalty: 2914.563721
	Iteration 9Q: 3 clusters Score -1926982 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1927267.250000 Penalty: 2914.563721
	Iteration 10Q: 3 clusters Score -1927267 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1927577.500000 Penalty: 2914.563721
	Iteration 11Q: 3 clusters Score -1927578 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1927935.125000 Penalty: 2914.563721
	Iteration 12Q: 3 clusters Score -1927935 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1928301.500000 Penalty: 2914.563721
	Iteration 13Q: 3 clusters Score -1928302 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1928702.250000 Penalty: 2914.563721
	Iteration 14Q: 3 clusters Score -1928702 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1929107.625000 Penalty: 2914.563721
	Iteration 15Q: 3 clusters Score -1929108 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1929470.625000 Penalty: 2914.563721
	Iteration 16Q: 3 clusters Score -1929471 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1929760.000000 Penalty: 2914.563721
	Iteration 17Q: 3 clusters Score -1929760 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1929987.750000 Penalty: 2914.563721
	Iteration 18Q: 3 clusters Score -1929988 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1930199.750000 Penalty: 2914.563721
	Iteration 19Q: 3 clusters Score -1930200 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1930384.375000 Penalty: 2914.563721
	Iteration 20F: 3 clusters Score -1930384 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1930518.875000 Penalty: 2914.563721
	Iteration 21Q: 3 clusters Score -1930519 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1930646.875000 Penalty: 2914.563721
	Iteration 22Q: 3 clusters Score -1930647 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1930743.000000 Penalty: 2914.563721
	Iteration 23Q: 3 clusters Score -1930743 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1930804.125000 Penalty: 2914.563721
	Iteration 24Q: 3 clusters Score -1930804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1930855.875000 Penalty: 2914.563721
	Iteration 25Q: 3 clusters Score -1930856 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1930901.875000 Penalty: 2914.563721
	Iteration 26Q: 3 clusters Score -1930902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1930938.125000 Penalty: 2914.563721
	Iteration 27Q: 3 clusters Score -1930938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1930978.500000 Penalty: 2914.563721
	Iteration 28Q: 3 clusters Score -1930978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1931015.875000 Penalty: 2914.563721
	Iteration 29Q: 3 clusters Score -1931016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1931035.000000 Penalty: 2914.563721
	Iteration 30Q: 3 clusters Score -1931035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1931052.000000 Penalty: 2914.563721
	Iteration 31Q: 3 clusters Score -1931052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1931072.625000 Penalty: 2914.563721
	Iteration 32Q: 3 clusters Score -1931073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1931080.875000 Penalty: 2914.563721
	Iteration 33Q: 3 clusters Score -1931081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1931092.000000 Penalty: 2914.563721
	Iteration 34Q: 3 clusters Score -1931092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1931099.750000 Penalty: 2914.563721
	Iteration 35Q: 3 clusters Score -1931100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1931109.125000 Penalty: 2914.563721
	Iteration 36Q: 3 clusters Score -1931109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1931125.125000 Penalty: 2914.563721
	Iteration 37Q: 3 clusters Score -1931125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1931141.500000 Penalty: 2914.563721
	Iteration 38Q: 3 clusters Score -1931142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1931147.250000 Penalty: 2914.563721
	Iteration 39Q: 3 clusters Score -1931147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1931152.125000 Penalty: 2914.563721
	Iteration 40F: 3 clusters Score -1931152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1931162.875000 Penalty: 2914.563721
	Iteration 41Q: 3 clusters Score -1931163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1931176.875000 Penalty: 2914.563721
	Iteration 42Q: 3 clusters Score -1931177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1931182.625000 Penalty: 2914.563721
	Iteration 43Q: 3 clusters Score -1931183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1931183.875000 Penalty: 2914.563721
	Iteration 44Q: 3 clusters Score -1931184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1931184.125000 Penalty: 2914.563721
	Iteration 45Q: 3 clusters Score -1931184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1931194.000000 Penalty: 2914.563721
	Iteration 46Q: 3 clusters Score -1931194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1931209.875000 Penalty: 2914.563721
	Iteration 47Q: 3 clusters Score -1931210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1931221.250000 Penalty: 2914.563721
	Iteration 48Q: 3 clusters Score -1931221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1931225.875000 Penalty: 2914.563721
	Iteration 49Q: 3 clusters Score -1931226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1931238.750000 Penalty: 2914.563721
	Iteration 50Q: 3 clusters Score -1931239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1931247.875000 Penalty: 2914.563721
	Iteration 51Q: 3 clusters Score -1931248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1931259.000000 Penalty: 2914.563721
	Iteration 52Q: 3 clusters Score -1931259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1931266.000000 Penalty: 2914.563721
	Iteration 53Q: 3 clusters Score -1931266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1931270.875000 Penalty: 2914.563721
	Iteration 54Q: 3 clusters Score -1931271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1931272.000000 Penalty: 2914.563721
	Iteration 55Q: 3 clusters Score -1931272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -1931276.250000 Penalty: 2914.563721
	Iteration 56Q: 3 clusters Score -1931276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1931276.125000 Penalty: 2914.563721
	Iteration 57Q: 3 clusters Score -1931276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1931288.000000 Penalty: 2914.563721
	Iteration 58Q: 3 clusters Score -1931288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1931287.750000 Penalty: 2914.563721
	Iteration 59Q: 3 clusters Score -1931288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1931288.875000 Penalty: 2914.563721
	Iteration 60F: 3 clusters Score -1931289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1931290.750000 Penalty: 2914.563721
	Iteration 61Q: 3 clusters Score -1931291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1931293.125000 Penalty: 2914.563721
	Iteration 62Q: 3 clusters Score -1931293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1931298.250000 Penalty: 2914.563721
	Iteration 63Q: 3 clusters Score -1931298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1931301.875000 Penalty: 2914.563721
	Iteration 64Q: 3 clusters Score -1931302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1931303.250000 Penalty: 2914.563721
	Iteration 65Q: 3 clusters Score -1931303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1931305.375000 Penalty: 2914.563721
	Iteration 66Q: 3 clusters Score -1931305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1931305.375000 Penalty: 2914.563721
	Iteration 67Q: 3 clusters Score -1931305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1931305.875000 Penalty: 2914.563721
	Iteration 68Q: 3 clusters Score -1931306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1931306.750000 Penalty: 2914.563721
	Iteration 69Q: 3 clusters Score -1931307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1931306.250000 Penalty: 2914.563721
	Iteration 70Q: 3 clusters Score -1931306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1931306.125000 Penalty: 2914.563721
	Iteration 71Q: 3 clusters Score -1931306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1931306.500000 Penalty: 2914.563721
	Iteration 72Q: 3 clusters Score -1931306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1931306.500000 Penalty: 2914.563721
	Iteration 73F: 3 clusters Score -1931306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 63997 members 
Mstep: Class 3 contains 27920 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 49378 members 
Mstep: Class 6 contains 19518 members 
Mstep: Class 7 contains 40185 members 
Mstep: Class 8 contains 25563 members 
Mstep: Class 9 contains 38878 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 37524 members 
Mstep: Class 12 contains 21255 members 
Mstep: Class 13 contains 92729 members 
Mstep: Class 14 contains 133942 members 
Mstep: Class 15 contains 19081 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 30775 members 
Mstep: Class 18 contains 4163 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 24398 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 13767 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 17918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752304.000000 Penalty: 54267.949219
Iteration 119Q: 28 clusters Score -7.87523e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 64001 members 
Mstep: Class 3 contains 27948 members 
Mstep: Class 4 contains 2141 members 
Mstep: Class 5 contains 49374 members 
Mstep: Class 6 contains 19518 members 
Mstep: Class 7 contains 40208 members 
Mstep: Class 8 contains 25389 members 
Mstep: Class 9 contains 38863 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 37517 members 
Mstep: Class 12 contains 21261 members 
Mstep: Class 13 contains 92713 members 
Mstep: Class 14 contains 133997 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 30795 members 
Mstep: Class 18 contains 4159 members 
Mstep: Class 19 contains 1684 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15094 members 
Mstep: Class 22 contains 24423 members 
Mstep: Class 23 contains 2813 members 
Mstep: Class 24 contains 13725 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 17990 members 
Mstep: Class 27 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752624.000000 Penalty: 54267.949219
Iteration 120F: 28 clusters Score -7.875262e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 64002 members 
Mstep: Class 3 contains 27949 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49375 members 
Mstep: Class 6 contains 19519 members 
Mstep: Class 7 contains 40206 members 
Mstep: Class 8 contains 25287 members 
Mstep: Class 9 contains 38854 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 37505 members 
Mstep: Class 12 contains 21269 members 
Mstep: Class 13 contains 92701 members 
Mstep: Class 14 contains 133994 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 3046 members 
Mstep: Class 17 contains 30798 members 
Mstep: Class 18 contains 4159 members 
Mstep: Class 19 contains 1687 members 
Mstep: Class 20 contains 23226 members 
Mstep: Class 21 contains 15089 members 
Mstep: Class 22 contains 24415 members 
Mstep: Class 23 contains 2813 members 
Mstep: Class 24 contains 13682 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18053 members 
Mstep: Class 27 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752784.000000 Penalty: 54267.949219
Iteration 121Q: 28 clusters Score -7.875278e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 64006 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 49371 members 
Mstep: Class 6 contains 19521 members 
Mstep: Class 7 contains 40221 members 
Mstep: Class 8 contains 25253 members 
Mstep: Class 9 contains 38840 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 37494 members 
Mstep: Class 12 contains 21279 members 
Mstep: Class 13 contains 92681 members 
Mstep: Class 14 contains 133992 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 3040 members 
Mstep: Class 17 contains 30801 members 
Mstep: Class 18 contains 4160 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 20 contains 23225 members 
Mstep: Class 21 contains 15089 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 13641 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18127 members 
Mstep: Class 27 contains 1274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752736.000000 Penalty: 54267.949219
Iteration 122Q: 28 clusters Score -7.875274e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 64008 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49369 members 
Mstep: Class 6 contains 19521 members 
Mstep: Class 7 contains 40231 members 
Mstep: Class 8 contains 25230 members 
Mstep: Class 9 contains 38831 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 37476 members 
Mstep: Class 12 contains 21286 members 
Mstep: Class 13 contains 92678 members 
Mstep: Class 14 contains 133996 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 30803 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 20 contains 23226 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24416 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 13597 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18197 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752624.000000 Penalty: 54267.949219
Iteration 123Q: 28 clusters Score -7.875262e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 64014 members 
Mstep: Class 3 contains 27953 members 
Mstep: Class 4 contains 2136 members 
Mstep: Class 5 contains 49368 members 
Mstep: Class 6 contains 19523 members 
Mstep: Class 7 contains 40231 members 
Mstep: Class 8 contains 25217 members 
Mstep: Class 9 contains 38825 members 
Mstep: Class 10 contains 5700 members 
Mstep: Class 11 contains 37463 members 
Mstep: Class 12 contains 21288 members 
Mstep: Class 13 contains 92675 members 
Mstep: Class 14 contains 134004 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3029 members 
Mstep: Class 17 contains 30806 members 
Mstep: Class 18 contains 4155 members 
Mstep: Class 19 contains 1696 members 
Mstep: Class 20 contains 23226 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2810 members 
Mstep: Class 24 contains 13553 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18263 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752640.000000 Penalty: 54267.949219
Iteration 124Q: 28 clusters Score -7.875264e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 64014 members 
Mstep: Class 3 contains 27954 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49370 members 
Mstep: Class 6 contains 19522 members 
Mstep: Class 7 contains 40234 members 
Mstep: Class 8 contains 25201 members 
Mstep: Class 9 contains 38812 members 
Mstep: Class 10 contains 5702 members 
Mstep: Class 11 contains 37454 members 
Mstep: Class 12 contains 21292 members 
Mstep: Class 13 contains 92670 members 
Mstep: Class 14 contains 134008 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 30807 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 1698 members 
Mstep: Class 20 contains 23226 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24414 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 13510 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752776.000000 Penalty: 54267.949219
Iteration 125Q: 28 clusters Score -7.875278e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 64016 members 
Mstep: Class 3 contains 27954 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49371 members 
Mstep: Class 6 contains 19521 members 
Mstep: Class 7 contains 40234 members 
Mstep: Class 8 contains 25187 members 
Mstep: Class 9 contains 38802 members 
Mstep: Class 10 contains 5704 members 
Mstep: Class 11 contains 37450 members 
Mstep: Class 12 contains 21296 members 
Mstep: Class 13 contains 92660 members 
Mstep: Class 14 contains 134012 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 30810 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 23226 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24415 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 13481 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18395 members 
Mstep: Class 27 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752792.000000 Penalty: 54267.949219
Iteration 126Q: 28 clusters Score -7.875279e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 64016 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49372 members 
Mstep: Class 6 contains 19521 members 
Mstep: Class 7 contains 40233 members 
Mstep: Class 8 contains 25179 members 
Mstep: Class 9 contains 38796 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 37447 members 
Mstep: Class 12 contains 21303 members 
Mstep: Class 13 contains 92648 members 
Mstep: Class 14 contains 134015 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 4154 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24416 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 13446 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18448 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752736.000000 Penalty: 54267.949219
Iteration 127Q: 28 clusters Score -7.875274e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64016 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49373 members 
Mstep: Class 6 contains 19521 members 
Mstep: Class 7 contains 40232 members 
Mstep: Class 8 contains 25179 members 
Mstep: Class 9 contains 38790 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 37435 members 
Mstep: Class 12 contains 21307 members 
Mstep: Class 13 contains 92633 members 
Mstep: Class 14 contains 134016 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 30814 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24416 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 13406 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18519 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752776.000000 Penalty: 54267.949219
Iteration 128Q: 28 clusters Score -7.875278e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64020 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49374 members 
Mstep: Class 6 contains 19521 members 
Mstep: Class 7 contains 40232 members 
Mstep: Class 8 contains 25178 members 
Mstep: Class 9 contains 38782 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 37431 members 
Mstep: Class 12 contains 21311 members 
Mstep: Class 13 contains 92615 members 
Mstep: Class 14 contains 134017 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 3014 members 
Mstep: Class 17 contains 30814 members 
Mstep: Class 18 contains 4152 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24416 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 13373 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18578 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752800.000000 Penalty: 54267.949219
Iteration 129Q: 28 clusters Score -7.87528e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64022 members 
Mstep: Class 3 contains 27954 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49372 members 
Mstep: Class 6 contains 19521 members 
Mstep: Class 7 contains 40233 members 
Mstep: Class 8 contains 25175 members 
Mstep: Class 9 contains 38768 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 37424 members 
Mstep: Class 12 contains 21317 members 
Mstep: Class 13 contains 92605 members 
Mstep: Class 14 contains 134017 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 30815 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 1705 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24416 members 
Mstep: Class 23 contains 2805 members 
Mstep: Class 24 contains 13350 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18628 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752856.000000 Penalty: 54267.949219
Iteration 130Q: 28 clusters Score -7.875286e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64023 members 
Mstep: Class 3 contains 27954 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49365 members 
Mstep: Class 6 contains 19521 members 
Mstep: Class 7 contains 40233 members 
Mstep: Class 8 contains 25168 members 
Mstep: Class 9 contains 38764 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 37418 members 
Mstep: Class 12 contains 21326 members 
Mstep: Class 13 contains 92592 members 
Mstep: Class 14 contains 134018 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 30817 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24416 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 13323 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18680 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752976.000000 Penalty: 54267.949219
Iteration 131Q: 28 clusters Score -7.875298e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64022 members 
Mstep: Class 3 contains 27954 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49367 members 
Mstep: Class 6 contains 19520 members 
Mstep: Class 7 contains 40235 members 
Mstep: Class 8 contains 25164 members 
Mstep: Class 9 contains 38752 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 37411 members 
Mstep: Class 12 contains 21332 members 
Mstep: Class 13 contains 92579 members 
Mstep: Class 14 contains 134018 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 3013 members 
Mstep: Class 17 contains 30817 members 
Mstep: Class 18 contains 4148 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24416 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 13298 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18734 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752992.000000 Penalty: 54267.949219
Iteration 132Q: 28 clusters Score -7.875299e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64023 members 
Mstep: Class 3 contains 27954 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49367 members 
Mstep: Class 6 contains 19522 members 
Mstep: Class 7 contains 40238 members 
Mstep: Class 8 contains 25152 members 
Mstep: Class 9 contains 38747 members 
Mstep: Class 10 contains 5704 members 
Mstep: Class 11 contains 37404 members 
Mstep: Class 12 contains 21335 members 
Mstep: Class 13 contains 92566 members 
Mstep: Class 14 contains 134020 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 30817 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24416 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 13290 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18773 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753016.000000 Penalty: 54267.949219
Iteration 133Q: 28 clusters Score -7.875302e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64024 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49367 members 
Mstep: Class 6 contains 19523 members 
Mstep: Class 7 contains 40240 members 
Mstep: Class 8 contains 25143 members 
Mstep: Class 9 contains 38737 members 
Mstep: Class 10 contains 5705 members 
Mstep: Class 11 contains 37399 members 
Mstep: Class 12 contains 21334 members 
Mstep: Class 13 contains 92550 members 
Mstep: Class 14 contains 134023 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 30818 members 
Mstep: Class 18 contains 4147 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24415 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 13278 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18817 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752976.000000 Penalty: 54267.949219
Iteration 134Q: 28 clusters Score -7.875298e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64024 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49362 members 
Mstep: Class 6 contains 19524 members 
Mstep: Class 7 contains 40240 members 
Mstep: Class 8 contains 25135 members 
Mstep: Class 9 contains 38732 members 
Mstep: Class 10 contains 5707 members 
Mstep: Class 11 contains 37394 members 
Mstep: Class 12 contains 21336 members 
Mstep: Class 13 contains 92537 members 
Mstep: Class 14 contains 134026 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 30818 members 
Mstep: Class 18 contains 4148 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24415 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 13258 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18864 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752984.000000 Penalty: 54267.949219
Iteration 135Q: 28 clusters Score -7.875298e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64025 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49359 members 
Mstep: Class 6 contains 19526 members 
Mstep: Class 7 contains 40243 members 
Mstep: Class 8 contains 25126 members 
Mstep: Class 9 contains 38725 members 
Mstep: Class 10 contains 5709 members 
Mstep: Class 11 contains 37392 members 
Mstep: Class 12 contains 21340 members 
Mstep: Class 13 contains 92527 members 
Mstep: Class 14 contains 134027 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4147 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24416 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 13234 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18905 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753048.000000 Penalty: 54267.949219
Iteration 136Q: 28 clusters Score -7.875305e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64025 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49360 members 
Mstep: Class 6 contains 19527 members 
Mstep: Class 7 contains 40245 members 
Mstep: Class 8 contains 25127 members 
Mstep: Class 9 contains 38712 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37390 members 
Mstep: Class 12 contains 21342 members 
Mstep: Class 13 contains 92518 members 
Mstep: Class 14 contains 134029 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 13210 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18946 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753080.000000 Penalty: 54267.949219
Iteration 137Q: 28 clusters Score -7.875308e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64026 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49355 members 
Mstep: Class 6 contains 19526 members 
Mstep: Class 7 contains 40245 members 
Mstep: Class 8 contains 25125 members 
Mstep: Class 9 contains 38706 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37387 members 
Mstep: Class 12 contains 21343 members 
Mstep: Class 13 contains 92516 members 
Mstep: Class 14 contains 134030 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3004 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4143 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 18986 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753040.000000 Penalty: 54267.949219
Iteration 138Q: 28 clusters Score -7.875304e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64027 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49352 members 
Mstep: Class 6 contains 19527 members 
Mstep: Class 7 contains 40245 members 
Mstep: Class 8 contains 25122 members 
Mstep: Class 9 contains 38703 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37381 members 
Mstep: Class 12 contains 21347 members 
Mstep: Class 13 contains 92505 members 
Mstep: Class 14 contains 134032 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2803 members 
Mstep: Class 24 contains 13169 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19028 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753048.000000 Penalty: 54267.949219
Iteration 139Q: 28 clusters Score -7.875305e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64028 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49350 members 
Mstep: Class 6 contains 19527 members 
Mstep: Class 7 contains 40245 members 
Mstep: Class 8 contains 25116 members 
Mstep: Class 9 contains 38696 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37378 members 
Mstep: Class 12 contains 21351 members 
Mstep: Class 13 contains 92499 members 
Mstep: Class 14 contains 134033 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2804 members 
Mstep: Class 24 contains 13153 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19061 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753072.000000 Penalty: 54267.949219
Iteration 140F: 28 clusters Score -7.875307e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64028 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49345 members 
Mstep: Class 6 contains 19528 members 
Mstep: Class 7 contains 40245 members 
Mstep: Class 8 contains 25115 members 
Mstep: Class 9 contains 38689 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 37376 members 
Mstep: Class 12 contains 21350 members 
Mstep: Class 13 contains 92495 members 
Mstep: Class 14 contains 134034 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2807 members 
Mstep: Class 24 contains 13143 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19083 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753096.000000 Penalty: 54267.949219
Iteration 141Q: 28 clusters Score -7.87531e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64028 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49344 members 
Mstep: Class 6 contains 19532 members 
Mstep: Class 7 contains 40245 members 
Mstep: Class 8 contains 25109 members 
Mstep: Class 9 contains 38690 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 37369 members 
Mstep: Class 12 contains 21349 members 
Mstep: Class 13 contains 92481 members 
Mstep: Class 14 contains 134036 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 13137 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19109 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753072.000000 Penalty: 54267.949219
Iteration 142Q: 28 clusters Score -7.875307e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64029 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49346 members 
Mstep: Class 6 contains 19532 members 
Mstep: Class 7 contains 40245 members 
Mstep: Class 8 contains 25102 members 
Mstep: Class 9 contains 38687 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37363 members 
Mstep: Class 12 contains 21351 members 
Mstep: Class 13 contains 92468 members 
Mstep: Class 14 contains 134035 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 13122 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19149 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753064.000000 Penalty: 54267.949219
Iteration 143Q: 28 clusters Score -7.875306e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64031 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49344 members 
Mstep: Class 6 contains 19531 members 
Mstep: Class 7 contains 40245 members 
Mstep: Class 8 contains 25098 members 
Mstep: Class 9 contains 38680 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37354 members 
Mstep: Class 12 contains 21352 members 
Mstep: Class 13 contains 92464 members 
Mstep: Class 14 contains 134035 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19190 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753104.000000 Penalty: 54267.949219
Iteration 144Q: 28 clusters Score -7.87531e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64033 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49340 members 
Mstep: Class 6 contains 19530 members 
Mstep: Class 7 contains 40245 members 
Mstep: Class 8 contains 25091 members 
Mstep: Class 9 contains 38674 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37347 members 
Mstep: Class 12 contains 21356 members 
Mstep: Class 13 contains 92458 members 
Mstep: Class 14 contains 134037 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 13088 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19228 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752984.000000 Penalty: 54267.949219
Iteration 145Q: 28 clusters Score -7.875298e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64033 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49338 members 
Mstep: Class 6 contains 19530 members 
Mstep: Class 7 contains 40246 members 
Mstep: Class 8 contains 25085 members 
Mstep: Class 9 contains 38668 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37344 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 13 contains 92454 members 
Mstep: Class 14 contains 134038 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24418 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 13068 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19263 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752936.000000 Penalty: 54267.949219
Iteration 146Q: 28 clusters Score -7.875294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64033 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49339 members 
Mstep: Class 6 contains 19529 members 
Mstep: Class 7 contains 40246 members 
Mstep: Class 8 contains 25082 members 
Mstep: Class 9 contains 38662 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37341 members 
Mstep: Class 12 contains 21362 members 
Mstep: Class 13 contains 92456 members 
Mstep: Class 14 contains 134037 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30818 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24418 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 13053 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19286 members 
Mstep: Class 27 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753000.000000 Penalty: 54267.949219
Iteration 147Q: 28 clusters Score -7.8753e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64033 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49337 members 
Mstep: Class 6 contains 19529 members 
Mstep: Class 7 contains 40248 members 
Mstep: Class 8 contains 25076 members 
Mstep: Class 9 contains 38658 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37340 members 
Mstep: Class 12 contains 21361 members 
Mstep: Class 13 contains 92453 members 
Mstep: Class 14 contains 134038 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30818 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24418 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 13048 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19303 members 
Mstep: Class 27 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753040.000000 Penalty: 54267.949219
Iteration 148Q: 28 clusters Score -7.875304e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64033 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49337 members 
Mstep: Class 6 contains 19529 members 
Mstep: Class 7 contains 40249 members 
Mstep: Class 8 contains 25073 members 
Mstep: Class 9 contains 38655 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37337 members 
Mstep: Class 12 contains 21362 members 
Mstep: Class 13 contains 92450 members 
Mstep: Class 14 contains 134040 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24418 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 13037 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19320 members 
Mstep: Class 27 contains 1286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752984.000000 Penalty: 54267.949219
Iteration 149Q: 28 clusters Score -7.875298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64033 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49338 members 
Mstep: Class 6 contains 19529 members 
Mstep: Class 7 contains 40249 members 
Mstep: Class 8 contains 25072 members 
Mstep: Class 9 contains 38652 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37335 members 
Mstep: Class 12 contains 21364 members 
Mstep: Class 13 contains 92444 members 
Mstep: Class 14 contains 134039 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24418 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 13027 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19340 members 
Mstep: Class 27 contains 1287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752976.000000 Penalty: 54267.949219
Iteration 150Q: 28 clusters Score -7.875298e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64033 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49338 members 
Mstep: Class 6 contains 19529 members 
Mstep: Class 7 contains 40249 members 
Mstep: Class 8 contains 25070 members 
Mstep: Class 9 contains 38653 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37332 members 
Mstep: Class 12 contains 21362 members 
Mstep: Class 13 contains 92439 members 
Mstep: Class 14 contains 134037 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24418 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 13023 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19356 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752984.000000 Penalty: 54267.949219
Iteration 151Q: 28 clusters Score -7.875298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64033 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49338 members 
Mstep: Class 6 contains 19529 members 
Mstep: Class 7 contains 40249 members 
Mstep: Class 8 contains 25070 members 
Mstep: Class 9 contains 38652 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37329 members 
Mstep: Class 12 contains 21360 members 
Mstep: Class 13 contains 92435 members 
Mstep: Class 14 contains 134037 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4140 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24418 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 13020 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19369 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752960.000000 Penalty: 54267.949219
Iteration 152Q: 28 clusters Score -7.875296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64033 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 49337 members 
Mstep: Class 6 contains 19529 members 
Mstep: Class 7 contains 40250 members 
Mstep: Class 8 contains 25068 members 
Mstep: Class 9 contains 38649 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37327 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 13 contains 92434 members 
Mstep: Class 14 contains 134038 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24418 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 13015 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19383 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752952.000000 Penalty: 54267.949219
Iteration 153Q: 28 clusters Score -7.875295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64034 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49338 members 
Mstep: Class 6 contains 19529 members 
Mstep: Class 7 contains 40251 members 
Mstep: Class 8 contains 25065 members 
Mstep: Class 9 contains 38648 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37325 members 
Mstep: Class 12 contains 21358 members 
Mstep: Class 13 contains 92432 members 
Mstep: Class 14 contains 134038 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30819 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19390 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752960.000000 Penalty: 54267.949219
Iteration 154Q: 28 clusters Score -7.875296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64034 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49338 members 
Mstep: Class 6 contains 19530 members 
Mstep: Class 7 contains 40252 members 
Mstep: Class 8 contains 25061 members 
Mstep: Class 9 contains 38647 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37320 members 
Mstep: Class 12 contains 21358 members 
Mstep: Class 13 contains 92432 members 
Mstep: Class 14 contains 134037 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30820 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 13012 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19401 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752912.000000 Penalty: 54267.949219
Iteration 155Q: 28 clusters Score -7.875291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64034 members 
Mstep: Class 3 contains 27955 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49337 members 
Mstep: Class 6 contains 19531 members 
Mstep: Class 7 contains 40253 members 
Mstep: Class 8 contains 25057 members 
Mstep: Class 9 contains 38647 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37314 members 
Mstep: Class 12 contains 21358 members 
Mstep: Class 13 contains 92431 members 
Mstep: Class 14 contains 134037 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30820 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 13009 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19414 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752912.000000 Penalty: 54267.949219
Iteration 156Q: 28 clusters Score -7.875291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64034 members 
Mstep: Class 3 contains 27956 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49335 members 
Mstep: Class 6 contains 19532 members 
Mstep: Class 7 contains 40252 members 
Mstep: Class 8 contains 25054 members 
Mstep: Class 9 contains 38646 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37312 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 13 contains 92433 members 
Mstep: Class 14 contains 134037 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30820 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 13003 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19424 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752888.000000 Penalty: 54267.949219
Iteration 157Q: 28 clusters Score -7.875289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 64034 members 
Mstep: Class 3 contains 27957 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49331 members 
Mstep: Class 6 contains 19533 members 
Mstep: Class 7 contains 40254 members 
Mstep: Class 8 contains 25049 members 
Mstep: Class 9 contains 38644 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37309 members 
Mstep: Class 12 contains 21360 members 
Mstep: Class 13 contains 92435 members 
Mstep: Class 14 contains 134037 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30820 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 12988 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19446 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752880.000000 Penalty: 54267.949219
Iteration 158Q: 28 clusters Score -7.875288e+07 nChanged 35
Entering ConstructFrom: 
Score: -78752880.000000 Penalty: 54267.949219
Entering ConstructFrom: 
Trying to split cluster 1 (17577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Entering Unmasked Estep 
Score: -1962357.250000 Penalty: 1454.422729
	Iteration 0F: 2 clusters Score -1962357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1950700.000000 Penalty: 2908.845459
	Iteration 0F: 3 clusters Score -1950700 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1954963.000000 Penalty: 2908.845459
	Iteration 1F: 3 clusters Score -1954963 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1955405.375000 Penalty: 2908.845459
	Iteration 2F: 3 clusters Score -1955405 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1955762.625000 Penalty: 2908.845459
	Iteration 3Q: 3 clusters Score -1955763 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1956055.875000 Penalty: 2908.845459
	Iteration 4Q: 3 clusters Score -1956056 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1956315.250000 Penalty: 2908.845459
	Iteration 5Q: 3 clusters Score -1956315 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1956629.750000 Penalty: 2908.845459
	Iteration 6Q: 3 clusters Score -1956630 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1957043.750000 Penalty: 2908.845459
	Iteration 7Q: 3 clusters Score -1957044 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1957473.000000 Penalty: 2908.845459
	Iteration 8Q: 3 clusters Score -1957473 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1957967.875000 Penalty: 2908.845459
	Iteration 9Q: 3 clusters Score -1957968 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1958515.750000 Penalty: 2908.845459
	Iteration 10Q: 3 clusters Score -1958516 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1959139.125000 Penalty: 2908.845459
	Iteration 11Q: 3 clusters Score -1959139 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1959740.375000 Penalty: 2908.845459
	Iteration 12Q: 3 clusters Score -1959740 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1960194.250000 Penalty: 2908.845459
	Iteration 13Q: 3 clusters Score -1960194 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1960519.625000 Penalty: 2908.845459
	Iteration 14Q: 3 clusters Score -1960520 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1960695.125000 Penalty: 2908.845459
	Iteration 15Q: 3 clusters Score -1960695 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1960842.625000 Penalty: 2908.845459
	Iteration 16Q: 3 clusters Score -1960843 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1960965.375000 Penalty: 2908.845459
	Iteration 17Q: 3 clusters Score -1960965 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1961038.875000 Penalty: 2908.845459
	Iteration 18Q: 3 clusters Score -1961039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1961094.250000 Penalty: 2908.845459
	Iteration 19Q: 3 clusters Score -1961094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1961129.125000 Penalty: 2908.845459
	Iteration 20F: 3 clusters Score -1961129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1961152.750000 Penalty: 2908.845459
	Iteration 21Q: 3 clusters Score -1961153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1961175.375000 Penalty: 2908.845459
	Iteration 22Q: 3 clusters Score -1961175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1961186.375000 Penalty: 2908.845459
	Iteration 23Q: 3 clusters Score -1961186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1961198.125000 Penalty: 2908.845459
	Iteration 24Q: 3 clusters Score -1961198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1961204.625000 Penalty: 2908.845459
	Iteration 25Q: 3 clusters Score -1961205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1961218.750000 Penalty: 2908.845459
	Iteration 26Q: 3 clusters Score -1961219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1961225.625000 Penalty: 2908.845459
	Iteration 27Q: 3 clusters Score -1961226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1961235.000000 Penalty: 2908.845459
	Iteration 28Q: 3 clusters Score -1961235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1961236.125000 Penalty: 2908.845459
	Iteration 29Q: 3 clusters Score -1961236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1961236.375000 Penalty: 2908.845459
	Iteration 30Q: 3 clusters Score -1961236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1961238.375000 Penalty: 2908.845459
	Iteration 31Q: 3 clusters Score -1961238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1961241.000000 Penalty: 2908.845459
	Iteration 32Q: 3 clusters Score -1961241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1961241.000000 Penalty: 2908.845459
	Iteration 33Q: 3 clusters Score -1961241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1961246.250000 Penalty: 2908.845459
	Iteration 34Q: 3 clusters Score -1961246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1961247.375000 Penalty: 2908.845459
	Iteration 35Q: 3 clusters Score -1961247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1961247.875000 Penalty: 2908.845459
	Iteration 36Q: 3 clusters Score -1961248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1961249.375000 Penalty: 2908.845459
	Iteration 37Q: 3 clusters Score -1961249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1961251.750000 Penalty: 2908.845459
	Iteration 38Q: 3 clusters Score -1961252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1961250.750000 Penalty: 2908.845459
	Iteration 39Q: 3 clusters Score -1961251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1961250.750000 Penalty: 2908.845459
	Iteration 40F: 3 clusters Score -1961251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Entering Unmasked Estep 
Score: -7020249.500000 Penalty: 1646.794800
	Iteration 0F: 2 clusters Score -7020250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -6978478.500000 Penalty: 3293.589600
	Iteration 0F: 3 clusters Score -6978478 nChanged 29850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -6995495.000000 Penalty: 3293.589600
	Iteration 1F: 3 clusters Score -6995495 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -6996382.500000 Penalty: 3293.589600
	Iteration 2Q: 3 clusters Score -6996382 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -6997509.000000 Penalty: 3293.589600
	Iteration 3Q: 3 clusters Score -6997509 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -6998971.500000 Penalty: 3293.589600
	Iteration 4F: 3 clusters Score -6998972 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -7000750.500000 Penalty: 3293.589600
	Iteration 5F: 3 clusters Score -7000750 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -7002844.000000 Penalty: 3293.589600
	Iteration 6F: 3 clusters Score -7002844 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -7005180.000000 Penalty: 3293.589600
	Iteration 7F: 3 clusters Score -7005180 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -7007790.500000 Penalty: 3293.589600
	Iteration 8F: 3 clusters Score -7007790 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -7010477.000000 Penalty: 3293.589600
	Iteration 9F: 3 clusters Score -7010477 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -7013111.000000 Penalty: 3293.589600
	Iteration 10F: 3 clusters Score -7013111 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -7015356.000000 Penalty: 3293.589600
	Iteration 11Q: 3 clusters Score -7015356 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -7016948.500000 Penalty: 3293.589600
	Iteration 12Q: 3 clusters Score -7016948 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -7017930.000000 Penalty: 3293.589600
	Iteration 13Q: 3 clusters Score -7017930 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -7018433.500000 Penalty: 3293.589600
	Iteration 14Q: 3 clusters Score -7018434 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 63484 members 
Entering Unmasked Estep 
Score: -7018695.500000 Penalty: 3293.589600
	Iteration 15Q: 3 clusters Score -7018696 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -7018818.000000 Penalty: 3293.589600
	Iteration 16Q: 3 clusters Score -7018818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -7019030.500000 Penalty: 3293.589600
	Iteration 17Q: 3 clusters Score -7019030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -7019182.500000 Penalty: 3293.589600
	Iteration 18Q: 3 clusters Score -7019182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -7019276.000000 Penalty: 3293.589600
	Iteration 19Q: 3 clusters Score -7019276 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -7019341.000000 Penalty: 3293.589600
	Iteration 20F: 3 clusters Score -7019341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -7019375.000000 Penalty: 3293.589600
	Iteration 21Q: 3 clusters Score -7019375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -7019414.000000 Penalty: 3293.589600
	Iteration 22Q: 3 clusters Score -7019414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -7019440.500000 Penalty: 3293.589600
	Iteration 23Q: 3 clusters Score -7019440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -7019459.000000 Penalty: 3293.589600
	Iteration 24Q: 3 clusters Score -7019459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -7019480.500000 Penalty: 3293.589600
	Iteration 25Q: 3 clusters Score -7019480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -7019492.000000 Penalty: 3293.589600
	Iteration 26Q: 3 clusters Score -7019492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -7019513.000000 Penalty: 3293.589600
	Iteration 27Q: 3 clusters Score -7019513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -7019552.500000 Penalty: 3293.589600
	Iteration 28Q: 3 clusters Score -7019552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -7019581.500000 Penalty: 3293.589600
	Iteration 29Q: 3 clusters Score -7019582 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -7019621.500000 Penalty: 3293.589600
	Iteration 30Q: 3 clusters Score -7019622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -7019642.000000 Penalty: 3293.589600
	Iteration 31Q: 3 clusters Score -7019642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -7019670.500000 Penalty: 3293.589600
	Iteration 32Q: 3 clusters Score -7019670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -7019707.000000 Penalty: 3293.589600
	Iteration 33Q: 3 clusters Score -7019707 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -7019754.000000 Penalty: 3293.589600
	Iteration 34Q: 3 clusters Score -7019754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -7019782.000000 Penalty: 3293.589600
	Iteration 35Q: 3 clusters Score -7019782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -7019805.500000 Penalty: 3293.589600
	Iteration 36Q: 3 clusters Score -7019806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -7019837.000000 Penalty: 3293.589600
	Iteration 37Q: 3 clusters Score -7019837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -7019865.500000 Penalty: 3293.589600
	Iteration 38Q: 3 clusters Score -7019866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -7019873.000000 Penalty: 3293.589600
	Iteration 39Q: 3 clusters Score -7019873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -7019930.500000 Penalty: 3293.589600
	Iteration 40F: 3 clusters Score -7019930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -7019975.000000 Penalty: 3293.589600
	Iteration 41Q: 3 clusters Score -7019975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -7019994.500000 Penalty: 3293.589600
	Iteration 42Q: 3 clusters Score -7019994 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -7020041.500000 Penalty: 3293.589600
	Iteration 43Q: 3 clusters Score -7020042 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -7020093.000000 Penalty: 3293.589600
	Iteration 44Q: 3 clusters Score -7020093 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -7020161.500000 Penalty: 3293.589600
	Iteration 45Q: 3 clusters Score -7020162 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -7020196.500000 Penalty: 3293.589600
	Iteration 46Q: 3 clusters Score -7020196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -7020271.500000 Penalty: 3293.589600
	Iteration 47Q: 3 clusters Score -7020272 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -7020330.500000 Penalty: 3293.589600
	Iteration 48Q: 3 clusters Score -7020330 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -7020437.500000 Penalty: 3293.589600
	Iteration 49Q: 3 clusters Score -7020438 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -7020556.000000 Penalty: 3293.589600
	Iteration 50Q: 3 clusters Score -7020556 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -7020675.000000 Penalty: 3293.589600
	Iteration 51Q: 3 clusters Score -7020675 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -7020824.500000 Penalty: 3293.589600
	Iteration 52Q: 3 clusters Score -7020824 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -7021030.500000 Penalty: 3293.589600
	Iteration 53Q: 3 clusters Score -7021030 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -7021285.000000 Penalty: 3293.589600
	Iteration 54Q: 3 clusters Score -7021285 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -7021576.500000 Penalty: 3293.589600
	Iteration 55Q: 3 clusters Score -7021576 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -7021983.000000 Penalty: 3293.589600
	Iteration 56Q: 3 clusters Score -7021983 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -7022472.000000 Penalty: 3293.589600
	Iteration 57Q: 3 clusters Score -7022472 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -7023050.000000 Penalty: 3293.589600
	Iteration 58Q: 3 clusters Score -7023050 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -7023819.500000 Penalty: 3293.589600
	Iteration 59Q: 3 clusters Score -7023820 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -7025496.500000 Penalty: 3293.589600
	Iteration 60F: 3 clusters Score -7025496 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -7028236.000000 Penalty: 3293.589600
	Iteration 61Q: 3 clusters Score -7028236 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -7032106.500000 Penalty: 3293.589600
	Iteration 62F: 3 clusters Score -7032106 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -7036906.500000 Penalty: 3293.589600
	Iteration 63F: 3 clusters Score -7036906 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -7042121.000000 Penalty: 3293.589600
	Iteration 64F: 3 clusters Score -7042121 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -7046861.500000 Penalty: 3293.589600
	Iteration 65F: 3 clusters Score -7046862 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -7050775.500000 Penalty: 3293.589600
	Iteration 66Q: 3 clusters Score -7050776 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -7054954.500000 Penalty: 3293.589600
	Iteration 67Q: 3 clusters Score -7054954 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -7058790.000000 Penalty: 3293.589600
	Iteration 68Q: 3 clusters Score -7058790 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -7061729.000000 Penalty: 3293.589600
	Iteration 69Q: 3 clusters Score -7061729 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -7064325.500000 Penalty: 3293.589600
	Iteration 70Q: 3 clusters Score -7064326 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -7067673.000000 Penalty: 3293.589600
	Iteration 71Q: 3 clusters Score -7067673 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -7071476.500000 Penalty: 3293.589600
	Iteration 72Q: 3 clusters Score -7071476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -7075230.000000 Penalty: 3293.589600
	Iteration 73Q: 3 clusters Score -7075230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -7076687.500000 Penalty: 3293.589600
	Iteration 74Q: 3 clusters Score -7076688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -7076842.000000 Penalty: 3293.589600
	Iteration 75Q: 3 clusters Score -7076842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -7076863.500000 Penalty: 3293.589600
	Iteration 76Q: 3 clusters Score -7076864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -7076867.500000 Penalty: 3293.589600
	Iteration 77Q: 3 clusters Score -7076868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -7076865.000000 Penalty: 3293.589600
	Iteration 78Q: 3 clusters Score -7076865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -7077056.000000 Penalty: 3293.589600
	Iteration 79F: 3 clusters Score -7077056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -7077099.500000 Penalty: 3293.589600
	Iteration 80F: 3 clusters Score -7077100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -7077090.000000 Penalty: 3293.589600
	Iteration 81Q: 3 clusters Score -7077090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -7077097.000000 Penalty: 3293.589600
	Iteration 82Q: 3 clusters Score -7077097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -7077097.000000 Penalty: 3293.589600
	Iteration 83F: 3 clusters Score -7077097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 36550 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49330 members 
Mstep: Class 6 contains 19534 members 
Mstep: Class 7 contains 40254 members 
Mstep: Class 8 contains 25047 members 
Mstep: Class 9 contains 38641 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37305 members 
Mstep: Class 12 contains 21361 members 
Mstep: Class 13 contains 92435 members 
Mstep: Class 14 contains 134037 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30822 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 12975 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19465 members 
Mstep: Class 27 contains 1290 members 
Mstep: Class 28 contains 27484 members 
Entering Unmasked Estep 
Score: -78808488.000000 Penalty: 56277.878906
Splitting cluster 2 changes total score from -78752880.000000 to -78808488.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 3 (27958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Entering Unmasked Estep 
Score: -3130445.750000 Penalty: 1523.482666
	Iteration 0F: 2 clusters Score -3130446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3112239.250000 Penalty: 3046.965332
	Iteration 0F: 3 clusters Score -3112239 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3119069.750000 Penalty: 3046.965332
	Iteration 1F: 3 clusters Score -3119070 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3119571.000000 Penalty: 3046.965332
	Iteration 2F: 3 clusters Score -3119571 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3120057.000000 Penalty: 3046.965332
	Iteration 3Q: 3 clusters Score -3120057 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3120599.250000 Penalty: 3046.965332
	Iteration 4Q: 3 clusters Score -3120599 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3121176.250000 Penalty: 3046.965332
	Iteration 5Q: 3 clusters Score -3121176 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3121767.250000 Penalty: 3046.965332
	Iteration 6Q: 3 clusters Score -3121767 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3122426.750000 Penalty: 3046.965332
	Iteration 7Q: 3 clusters Score -3122427 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3123046.500000 Penalty: 3046.965332
	Iteration 8Q: 3 clusters Score -3123046 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3123561.000000 Penalty: 3046.965332
	Iteration 9Q: 3 clusters Score -3123561 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3124012.000000 Penalty: 3046.965332
	Iteration 10Q: 3 clusters Score -3124012 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3124373.250000 Penalty: 3046.965332
	Iteration 11Q: 3 clusters Score -3124373 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3124716.000000 Penalty: 3046.965332
	Iteration 12Q: 3 clusters Score -3124716 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3125048.750000 Penalty: 3046.965332
	Iteration 13Q: 3 clusters Score -3125049 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3125395.250000 Penalty: 3046.965332
	Iteration 14Q: 3 clusters Score -3125395 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3125762.000000 Penalty: 3046.965332
	Iteration 15Q: 3 clusters Score -3125762 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3126191.250000 Penalty: 3046.965332
	Iteration 16Q: 3 clusters Score -3126191 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3126594.750000 Penalty: 3046.965332
	Iteration 17Q: 3 clusters Score -3126595 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3126995.000000 Penalty: 3046.965332
	Iteration 18Q: 3 clusters Score -3126995 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -3127424.750000 Penalty: 3046.965332
	Iteration 19Q: 3 clusters Score -3127425 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3127816.500000 Penalty: 3046.965332
	Iteration 20F: 3 clusters Score -3127816 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3128141.250000 Penalty: 3046.965332
	Iteration 21Q: 3 clusters Score -3128141 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3128438.750000 Penalty: 3046.965332
	Iteration 22Q: 3 clusters Score -3128439 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3128691.250000 Penalty: 3046.965332
	Iteration 23Q: 3 clusters Score -3128691 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3128858.750000 Penalty: 3046.965332
	Iteration 24Q: 3 clusters Score -3128859 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3128997.250000 Penalty: 3046.965332
	Iteration 25Q: 3 clusters Score -3128997 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3129104.500000 Penalty: 3046.965332
	Iteration 26Q: 3 clusters Score -3129104 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3129191.000000 Penalty: 3046.965332
	Iteration 27Q: 3 clusters Score -3129191 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -3129249.000000 Penalty: 3046.965332
	Iteration 28Q: 3 clusters Score -3129249 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3129289.750000 Penalty: 3046.965332
	Iteration 29Q: 3 clusters Score -3129290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3129310.750000 Penalty: 3046.965332
	Iteration 30Q: 3 clusters Score -3129311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3129342.000000 Penalty: 3046.965332
	Iteration 31Q: 3 clusters Score -3129342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3129366.250000 Penalty: 3046.965332
	Iteration 32Q: 3 clusters Score -3129366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3129396.500000 Penalty: 3046.965332
	Iteration 33Q: 3 clusters Score -3129396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3129419.500000 Penalty: 3046.965332
	Iteration 34Q: 3 clusters Score -3129420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3129434.750000 Penalty: 3046.965332
	Iteration 35Q: 3 clusters Score -3129435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3129450.750000 Penalty: 3046.965332
	Iteration 36Q: 3 clusters Score -3129451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3129466.750000 Penalty: 3046.965332
	Iteration 37Q: 3 clusters Score -3129467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3129481.000000 Penalty: 3046.965332
	Iteration 38Q: 3 clusters Score -3129481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3129485.000000 Penalty: 3046.965332
	Iteration 39Q: 3 clusters Score -3129485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3129490.750000 Penalty: 3046.965332
	Iteration 40F: 3 clusters Score -3129491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3129500.750000 Penalty: 3046.965332
	Iteration 41Q: 3 clusters Score -3129501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3129507.500000 Penalty: 3046.965332
	Iteration 42Q: 3 clusters Score -3129508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3129520.750000 Penalty: 3046.965332
	Iteration 43Q: 3 clusters Score -3129521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3129534.000000 Penalty: 3046.965332
	Iteration 44Q: 3 clusters Score -3129534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3129539.750000 Penalty: 3046.965332
	Iteration 45Q: 3 clusters Score -3129540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3129543.500000 Penalty: 3046.965332
	Iteration 46Q: 3 clusters Score -3129544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3129552.500000 Penalty: 3046.965332
	Iteration 47Q: 3 clusters Score -3129552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3129560.250000 Penalty: 3046.965332
	Iteration 48Q: 3 clusters Score -3129560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3129562.750000 Penalty: 3046.965332
	Iteration 49Q: 3 clusters Score -3129563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3129567.750000 Penalty: 3046.965332
	Iteration 50Q: 3 clusters Score -3129568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3129567.250000 Penalty: 3046.965332
	Iteration 51Q: 3 clusters Score -3129567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3129567.750000 Penalty: 3046.965332
	Iteration 52Q: 3 clusters Score -3129568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3129568.750000 Penalty: 3046.965332
	Iteration 53Q: 3 clusters Score -3129569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3129572.500000 Penalty: 3046.965332
	Iteration 54Q: 3 clusters Score -3129572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3129572.500000 Penalty: 3046.965332
	Iteration 55Q: 3 clusters Score -3129572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3129574.750000 Penalty: 3046.965332
	Iteration 56Q: 3 clusters Score -3129575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3129573.250000 Penalty: 3046.965332
	Iteration 57Q: 3 clusters Score -3129573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3129572.750000 Penalty: 3046.965332
	Iteration 58Q: 3 clusters Score -3129573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3129575.250000 Penalty: 3046.965332
	Iteration 59Q: 3 clusters Score -3129575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3129572.000000 Penalty: 3046.965332
	Iteration 60F: 3 clusters Score -3129572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3129578.250000 Penalty: 3046.965332
	Iteration 61Q: 3 clusters Score -3129578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3129578.250000 Penalty: 3046.965332
	Iteration 62Q: 3 clusters Score -3129578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3129582.000000 Penalty: 3046.965332
	Iteration 63Q: 3 clusters Score -3129582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3129581.000000 Penalty: 3046.965332
	Iteration 64Q: 3 clusters Score -3129581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3129581.000000 Penalty: 3046.965332
	Iteration 65F: 3 clusters Score -3129581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -230282.500000 Penalty: 1140.873169
	Iteration 0F: 2 clusters Score -230282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -228314.531250 Penalty: 2281.746338
	Iteration 0F: 3 clusters Score -228314.5 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -228818.593750 Penalty: 2281.746338
	Iteration 1F: 3 clusters Score -228818.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -228917.718750 Penalty: 2281.746338
	Iteration 2F: 3 clusters Score -228917.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -228971.625000 Penalty: 2281.746338
	Iteration 3Q: 3 clusters Score -228971.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -229008.453125 Penalty: 2281.746338
	Iteration 4Q: 3 clusters Score -229008.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -229025.078125 Penalty: 2281.746338
	Iteration 5Q: 3 clusters Score -229025.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -229042.046875 Penalty: 2281.746338
	Iteration 6Q: 3 clusters Score -229042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229052.250000 Penalty: 2281.746338
	Iteration 7Q: 3 clusters Score -229052.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -229059.343750 Penalty: 2281.746338
	Iteration 8Q: 3 clusters Score -229059.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -229064.437500 Penalty: 2281.746338
	Iteration 9Q: 3 clusters Score -229064.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -229070.703125 Penalty: 2281.746338
	Iteration 10Q: 3 clusters Score -229070.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -229073.703125 Penalty: 2281.746338
	Iteration 11Q: 3 clusters Score -229073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -229079.062500 Penalty: 2281.746338
	Iteration 12Q: 3 clusters Score -229079.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -229083.984375 Penalty: 2281.746338
	Iteration 13Q: 3 clusters Score -229084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -229088.359375 Penalty: 2281.746338
	Iteration 14Q: 3 clusters Score -229088.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -229093.906250 Penalty: 2281.746338
	Iteration 15Q: 3 clusters Score -229093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -229097.906250 Penalty: 2281.746338
	Iteration 16Q: 3 clusters Score -229097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -229101.546875 Penalty: 2281.746338
	Iteration 17Q: 3 clusters Score -229101.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -229105.312500 Penalty: 2281.746338
	Iteration 18Q: 3 clusters Score -229105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -229106.921875 Penalty: 2281.746338
	Iteration 19Q: 3 clusters Score -229106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -229107.515625 Penalty: 2281.746338
	Iteration 20F: 3 clusters Score -229107.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -229107.953125 Penalty: 2281.746338
	Iteration 21Q: 3 clusters Score -229108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -229109.328125 Penalty: 2281.746338
	Iteration 22Q: 3 clusters Score -229109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -229111.375000 Penalty: 2281.746338
	Iteration 23Q: 3 clusters Score -229111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -229115.343750 Penalty: 2281.746338
	Iteration 24Q: 3 clusters Score -229115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -229120.109375 Penalty: 2281.746338
	Iteration 25Q: 3 clusters Score -229120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -229125.171875 Penalty: 2281.746338
	Iteration 26Q: 3 clusters Score -229125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -229127.953125 Penalty: 2281.746338
	Iteration 27Q: 3 clusters Score -229128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229129.437500 Penalty: 2281.746338
	Iteration 28Q: 3 clusters Score -229129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229132.187500 Penalty: 2281.746338
	Iteration 29Q: 3 clusters Score -229132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229136.828125 Penalty: 2281.746338
	Iteration 30Q: 3 clusters Score -229136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229138.765625 Penalty: 2281.746338
	Iteration 31Q: 3 clusters Score -229138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -229139.515625 Penalty: 2281.746338
	Iteration 32Q: 3 clusters Score -229139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229140.609375 Penalty: 2281.746338
	Iteration 33Q: 3 clusters Score -229140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -229140.796875 Penalty: 2281.746338
	Iteration 34Q: 3 clusters Score -229140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -229142.078125 Penalty: 2281.746338
	Iteration 35Q: 3 clusters Score -229142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -229144.781250 Penalty: 2281.746338
	Iteration 36Q: 3 clusters Score -229144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -229145.656250 Penalty: 2281.746338
	Iteration 37Q: 3 clusters Score -229145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -229145.890625 Penalty: 2281.746338
	Iteration 38Q: 3 clusters Score -229145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -229145.890625 Penalty: 2281.746338
	Iteration 39F: 3 clusters Score -229145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Entering Unmasked Estep 
Score: -5364920.500000 Penalty: 1607.975708
	Iteration 0F: 2 clusters Score -5364920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -5332712.000000 Penalty: 3215.951416
	Iteration 0F: 3 clusters Score -5332712 nChanged 22891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -5345608.000000 Penalty: 3215.951416
	Iteration 1F: 3 clusters Score -5345608 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5346732.500000 Penalty: 3215.951416
	Iteration 2F: 3 clusters Score -5346732 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -5348337.000000 Penalty: 3215.951416
	Iteration 3F: 3 clusters Score -5348337 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -5350785.500000 Penalty: 3215.951416
	Iteration 4F: 3 clusters Score -5350786 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -5353896.500000 Penalty: 3215.951416
	Iteration 5F: 3 clusters Score -5353896 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5357059.000000 Penalty: 3215.951416
	Iteration 6F: 3 clusters Score -5357059 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -5359435.000000 Penalty: 3215.951416
	Iteration 7F: 3 clusters Score -5359435 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -5361084.500000 Penalty: 3215.951416
	Iteration 8Q: 3 clusters Score -5361084 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -5362147.500000 Penalty: 3215.951416
	Iteration 9Q: 3 clusters Score -5362148 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -5362814.000000 Penalty: 3215.951416
	Iteration 10Q: 3 clusters Score -5362814 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -5363197.500000 Penalty: 3215.951416
	Iteration 11Q: 3 clusters Score -5363198 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -5363422.000000 Penalty: 3215.951416
	Iteration 12Q: 3 clusters Score -5363422 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -5363538.500000 Penalty: 3215.951416
	Iteration 13Q: 3 clusters Score -5363538 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -5363623.000000 Penalty: 3215.951416
	Iteration 14Q: 3 clusters Score -5363623 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -5363654.500000 Penalty: 3215.951416
	Iteration 15Q: 3 clusters Score -5363654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -5363697.000000 Penalty: 3215.951416
	Iteration 16Q: 3 clusters Score -5363697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -5363722.500000 Penalty: 3215.951416
	Iteration 17Q: 3 clusters Score -5363722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -5363751.000000 Penalty: 3215.951416
	Iteration 18Q: 3 clusters Score -5363751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -5363777.500000 Penalty: 3215.951416
	Iteration 19Q: 3 clusters Score -5363778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -5363791.500000 Penalty: 3215.951416
	Iteration 20F: 3 clusters Score -5363792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -5363812.000000 Penalty: 3215.951416
	Iteration 21Q: 3 clusters Score -5363812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -5363816.500000 Penalty: 3215.951416
	Iteration 22Q: 3 clusters Score -5363816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -5363815.500000 Penalty: 3215.951416
	Iteration 23Q: 3 clusters Score -5363816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -5363824.000000 Penalty: 3215.951416
	Iteration 24Q: 3 clusters Score -5363824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -5363828.500000 Penalty: 3215.951416
	Iteration 25Q: 3 clusters Score -5363828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -5363837.000000 Penalty: 3215.951416
	Iteration 26Q: 3 clusters Score -5363837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -5363852.500000 Penalty: 3215.951416
	Iteration 27Q: 3 clusters Score -5363852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -5363848.500000 Penalty: 3215.951416
	Iteration 28Q: 3 clusters Score -5363848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -5363851.500000 Penalty: 3215.951416
	Iteration 29Q: 3 clusters Score -5363852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -5363847.500000 Penalty: 3215.951416
	Iteration 30Q: 3 clusters Score -5363848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -5363849.000000 Penalty: 3215.951416
	Iteration 31Q: 3 clusters Score -5363849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -5363851.500000 Penalty: 3215.951416
	Iteration 32Q: 3 clusters Score -5363852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -5363851.500000 Penalty: 3215.951416
	Iteration 33Q: 3 clusters Score -5363852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -5363852.500000 Penalty: 3215.951416
	Iteration 34Q: 3 clusters Score -5363852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -5363852.500000 Penalty: 3215.951416
	Iteration 35F: 3 clusters Score -5363852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Entering Unmasked Estep 
Score: -2099966.000000 Penalty: 1470.130859
	Iteration 0F: 2 clusters Score -2099966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2087155.375000 Penalty: 2940.261719
	Iteration 0F: 3 clusters Score -2087155 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2091763.000000 Penalty: 2940.261719
	Iteration 1F: 3 clusters Score -2091763 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2092282.250000 Penalty: 2940.261719
	Iteration 2F: 3 clusters Score -2092282 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2092770.000000 Penalty: 2940.261719
	Iteration 3F: 3 clusters Score -2092770 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2093329.250000 Penalty: 2940.261719
	Iteration 4F: 3 clusters Score -2093329 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2093892.500000 Penalty: 2940.261719
	Iteration 5F: 3 clusters Score -2093892 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2094395.750000 Penalty: 2940.261719
	Iteration 6F: 3 clusters Score -2094396 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2094811.375000 Penalty: 2940.261719
	Iteration 7Q: 3 clusters Score -2094811 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2095237.375000 Penalty: 2940.261719
	Iteration 8Q: 3 clusters Score -2095237 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2095617.500000 Penalty: 2940.261719
	Iteration 9Q: 3 clusters Score -2095618 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2096006.125000 Penalty: 2940.261719
	Iteration 10Q: 3 clusters Score -2096006 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2096401.250000 Penalty: 2940.261719
	Iteration 11Q: 3 clusters Score -2096401 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2096765.750000 Penalty: 2940.261719
	Iteration 12Q: 3 clusters Score -2096766 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2097089.875000 Penalty: 2940.261719
	Iteration 13Q: 3 clusters Score -2097090 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2097384.000000 Penalty: 2940.261719
	Iteration 14Q: 3 clusters Score -2097384 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2097662.000000 Penalty: 2940.261719
	Iteration 15Q: 3 clusters Score -2097662 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2097885.500000 Penalty: 2940.261719
	Iteration 16Q: 3 clusters Score -2097886 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2098058.750000 Penalty: 2940.261719
	Iteration 17Q: 3 clusters Score -2098059 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2098207.000000 Penalty: 2940.261719
	Iteration 18Q: 3 clusters Score -2098207 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2098312.500000 Penalty: 2940.261719
	Iteration 19Q: 3 clusters Score -2098312 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2098392.750000 Penalty: 2940.261719
	Iteration 20F: 3 clusters Score -2098393 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2098462.500000 Penalty: 2940.261719
	Iteration 21Q: 3 clusters Score -2098462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2098517.250000 Penalty: 2940.261719
	Iteration 22Q: 3 clusters Score -2098517 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2098567.750000 Penalty: 2940.261719
	Iteration 23Q: 3 clusters Score -2098568 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2098609.000000 Penalty: 2940.261719
	Iteration 24Q: 3 clusters Score -2098609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2098644.000000 Penalty: 2940.261719
	Iteration 25Q: 3 clusters Score -2098644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2098681.250000 Penalty: 2940.261719
	Iteration 26Q: 3 clusters Score -2098681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2098717.750000 Penalty: 2940.261719
	Iteration 27Q: 3 clusters Score -2098718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2098762.000000 Penalty: 2940.261719
	Iteration 28Q: 3 clusters Score -2098762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2098790.000000 Penalty: 2940.261719
	Iteration 29Q: 3 clusters Score -2098790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2098808.750000 Penalty: 2940.261719
	Iteration 30Q: 3 clusters Score -2098809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2098831.750000 Penalty: 2940.261719
	Iteration 31Q: 3 clusters Score -2098832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2098846.000000 Penalty: 2940.261719
	Iteration 32Q: 3 clusters Score -2098846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2098861.750000 Penalty: 2940.261719
	Iteration 33Q: 3 clusters Score -2098862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2098865.250000 Penalty: 2940.261719
	Iteration 34Q: 3 clusters Score -2098865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2098868.500000 Penalty: 2940.261719
	Iteration 35Q: 3 clusters Score -2098868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2098871.000000 Penalty: 2940.261719
	Iteration 36Q: 3 clusters Score -2098871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2098879.500000 Penalty: 2940.261719
	Iteration 37Q: 3 clusters Score -2098880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2098881.500000 Penalty: 2940.261719
	Iteration 38Q: 3 clusters Score -2098882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2098880.750000 Penalty: 2940.261719
	Iteration 39Q: 3 clusters Score -2098881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2098882.000000 Penalty: 2940.261719
	Iteration 40F: 3 clusters Score -2098882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2098882.250000 Penalty: 2940.261719
	Iteration 41Q: 3 clusters Score -2098882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2098883.500000 Penalty: 2940.261719
	Iteration 42Q: 3 clusters Score -2098884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2098886.250000 Penalty: 2940.261719
	Iteration 43Q: 3 clusters Score -2098886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2098887.750000 Penalty: 2940.261719
	Iteration 44Q: 3 clusters Score -2098888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2098892.000000 Penalty: 2940.261719
	Iteration 45Q: 3 clusters Score -2098892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2098893.500000 Penalty: 2940.261719
	Iteration 46Q: 3 clusters Score -2098894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2098896.500000 Penalty: 2940.261719
	Iteration 47Q: 3 clusters Score -2098896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2098896.250000 Penalty: 2940.261719
	Iteration 48Q: 3 clusters Score -2098896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2098894.500000 Penalty: 2940.261719
	Iteration 49Q: 3 clusters Score -2098894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2098894.500000 Penalty: 2940.261719
	Iteration 50F: 3 clusters Score -2098894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Entering Unmasked Estep 
Score: -4441666.000000 Penalty: 1577.721191
	Iteration 0F: 2 clusters Score -4441666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -4415440.500000 Penalty: 3155.442383
	Iteration 0F: 3 clusters Score -4415440 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4425742.500000 Penalty: 3155.442383
	Iteration 1F: 3 clusters Score -4425742 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4426231.500000 Penalty: 3155.442383
	Iteration 2Q: 3 clusters Score -4426232 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -4426679.000000 Penalty: 3155.442383
	Iteration 3Q: 3 clusters Score -4426679 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4427003.500000 Penalty: 3155.442383
	Iteration 4Q: 3 clusters Score -4427004 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -4427320.000000 Penalty: 3155.442383
	Iteration 5Q: 3 clusters Score -4427320 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -4427646.500000 Penalty: 3155.442383
	Iteration 6Q: 3 clusters Score -4427646 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4427906.000000 Penalty: 3155.442383
	Iteration 7Q: 3 clusters Score -4427906 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4428133.500000 Penalty: 3155.442383
	Iteration 8Q: 3 clusters Score -4428134 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4428319.000000 Penalty: 3155.442383
	Iteration 9Q: 3 clusters Score -4428319 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4428550.000000 Penalty: 3155.442383
	Iteration 10Q: 3 clusters Score -4428550 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -4428764.000000 Penalty: 3155.442383
	Iteration 11Q: 3 clusters Score -4428764 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4429012.500000 Penalty: 3155.442383
	Iteration 12Q: 3 clusters Score -4429012 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4429265.000000 Penalty: 3155.442383
	Iteration 13Q: 3 clusters Score -4429265 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -4429565.000000 Penalty: 3155.442383
	Iteration 14Q: 3 clusters Score -4429565 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4430002.000000 Penalty: 3155.442383
	Iteration 15Q: 3 clusters Score -4430002 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -4430654.000000 Penalty: 3155.442383
	Iteration 16Q: 3 clusters Score -4430654 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4431534.000000 Penalty: 3155.442383
	Iteration 17Q: 3 clusters Score -4431534 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4432735.000000 Penalty: 3155.442383
	Iteration 18F: 3 clusters Score -4432735 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -4434230.500000 Penalty: 3155.442383
	Iteration 19F: 3 clusters Score -4434230 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4435843.000000 Penalty: 3155.442383
	Iteration 20F: 3 clusters Score -4435843 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4437409.500000 Penalty: 3155.442383
	Iteration 21Q: 3 clusters Score -4437410 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4438693.500000 Penalty: 3155.442383
	Iteration 22Q: 3 clusters Score -4438694 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4439525.000000 Penalty: 3155.442383
	Iteration 23Q: 3 clusters Score -4439525 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4439970.000000 Penalty: 3155.442383
	Iteration 24Q: 3 clusters Score -4439970 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4440175.500000 Penalty: 3155.442383
	Iteration 25Q: 3 clusters Score -4440176 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4440276.500000 Penalty: 3155.442383
	Iteration 26Q: 3 clusters Score -4440276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4440337.500000 Penalty: 3155.442383
	Iteration 27Q: 3 clusters Score -4440338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4440371.000000 Penalty: 3155.442383
	Iteration 28Q: 3 clusters Score -4440371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4440387.500000 Penalty: 3155.442383
	Iteration 29Q: 3 clusters Score -4440388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4440392.000000 Penalty: 3155.442383
	Iteration 30Q: 3 clusters Score -4440392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4440401.500000 Penalty: 3155.442383
	Iteration 31Q: 3 clusters Score -4440402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4440401.000000 Penalty: 3155.442383
	Iteration 32Q: 3 clusters Score -4440401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4440411.500000 Penalty: 3155.442383
	Iteration 33Q: 3 clusters Score -4440412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4440415.500000 Penalty: 3155.442383
	Iteration 34Q: 3 clusters Score -4440416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4440419.500000 Penalty: 3155.442383
	Iteration 35Q: 3 clusters Score -4440420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4440425.500000 Penalty: 3155.442383
	Iteration 36Q: 3 clusters Score -4440426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4440431.000000 Penalty: 3155.442383
	Iteration 37Q: 3 clusters Score -4440431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4440434.000000 Penalty: 3155.442383
	Iteration 38Q: 3 clusters Score -4440434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4440438.500000 Penalty: 3155.442383
	Iteration 39Q: 3 clusters Score -4440438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4440439.000000 Penalty: 3155.442383
	Iteration 40F: 3 clusters Score -4440439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4440441.500000 Penalty: 3155.442383
	Iteration 41Q: 3 clusters Score -4440442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4440441.500000 Penalty: 3155.442383
	Iteration 42F: 3 clusters Score -4440442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Entering Unmasked Estep 
Score: -2533662.250000 Penalty: 1507.122192
	Iteration 0F: 2 clusters Score -2533662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2517366.500000 Penalty: 3014.244385
	Iteration 0F: 3 clusters Score -2517366 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2523560.000000 Penalty: 3014.244385
	Iteration 1F: 3 clusters Score -2523560 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2523994.250000 Penalty: 3014.244385
	Iteration 2F: 3 clusters Score -2523994 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2524309.000000 Penalty: 3014.244385
	Iteration 3Q: 3 clusters Score -2524309 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2524571.250000 Penalty: 3014.244385
	Iteration 4Q: 3 clusters Score -2524571 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2524843.750000 Penalty: 3014.244385
	Iteration 5Q: 3 clusters Score -2524844 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2525136.500000 Penalty: 3014.244385
	Iteration 6Q: 3 clusters Score -2525136 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2525513.500000 Penalty: 3014.244385
	Iteration 7Q: 3 clusters Score -2525514 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2526006.000000 Penalty: 3014.244385
	Iteration 8Q: 3 clusters Score -2526006 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2526689.250000 Penalty: 3014.244385
	Iteration 9Q: 3 clusters Score -2526689 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2527667.000000 Penalty: 3014.244385
	Iteration 10F: 3 clusters Score -2527667 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2528842.500000 Penalty: 3014.244385
	Iteration 11F: 3 clusters Score -2528842 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2530008.000000 Penalty: 3014.244385
	Iteration 12F: 3 clusters Score -2530008 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2530997.000000 Penalty: 3014.244385
	Iteration 13Q: 3 clusters Score -2530997 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2531706.250000 Penalty: 3014.244385
	Iteration 14Q: 3 clusters Score -2531706 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2532133.000000 Penalty: 3014.244385
	Iteration 15Q: 3 clusters Score -2532133 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2532374.000000 Penalty: 3014.244385
	Iteration 16Q: 3 clusters Score -2532374 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2532494.750000 Penalty: 3014.244385
	Iteration 17Q: 3 clusters Score -2532495 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -2532567.250000 Penalty: 3014.244385
	Iteration 18Q: 3 clusters Score -2532567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -2532598.000000 Penalty: 3014.244385
	Iteration 19Q: 3 clusters Score -2532598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -2532620.500000 Penalty: 3014.244385
	Iteration 20F: 3 clusters Score -2532620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2532633.000000 Penalty: 3014.244385
	Iteration 21Q: 3 clusters Score -2532633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -2532644.000000 Penalty: 3014.244385
	Iteration 22Q: 3 clusters Score -2532644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2532648.500000 Penalty: 3014.244385
	Iteration 23Q: 3 clusters Score -2532648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -2532654.000000 Penalty: 3014.244385
	Iteration 24Q: 3 clusters Score -2532654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2532658.000000 Penalty: 3014.244385
	Iteration 25Q: 3 clusters Score -2532658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2532657.500000 Penalty: 3014.244385
	Iteration 26Q: 3 clusters Score -2532658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2532657.500000 Penalty: 3014.244385
	Iteration 27F: 3 clusters Score -2532658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Entering Unmasked Estep 
Score: -4302129.000000 Penalty: 1571.635864
	Iteration 0F: 2 clusters Score -4302129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4276884.000000 Penalty: 3143.271729
	Iteration 0F: 3 clusters Score -4276884 nChanged 17602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4286935.000000 Penalty: 3143.271729
	Iteration 1F: 3 clusters Score -4286935 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4287741.000000 Penalty: 3143.271729
	Iteration 2F: 3 clusters Score -4287741 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4288565.500000 Penalty: 3143.271729
	Iteration 3Q: 3 clusters Score -4288566 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4289474.500000 Penalty: 3143.271729
	Iteration 4Q: 3 clusters Score -4289474 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4290446.000000 Penalty: 3143.271729
	Iteration 5Q: 3 clusters Score -4290446 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4291536.000000 Penalty: 3143.271729
	Iteration 6Q: 3 clusters Score -4291536 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4292666.500000 Penalty: 3143.271729
	Iteration 7F: 3 clusters Score -4292666 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4293695.000000 Penalty: 3143.271729
	Iteration 8Q: 3 clusters Score -4293695 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -4294578.000000 Penalty: 3143.271729
	Iteration 9Q: 3 clusters Score -4294578 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -4295341.000000 Penalty: 3143.271729
	Iteration 10Q: 3 clusters Score -4295341 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -4295944.000000 Penalty: 3143.271729
	Iteration 11Q: 3 clusters Score -4295944 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4296486.000000 Penalty: 3143.271729
	Iteration 12Q: 3 clusters Score -4296486 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -4296980.500000 Penalty: 3143.271729
	Iteration 13Q: 3 clusters Score -4296980 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -4297445.500000 Penalty: 3143.271729
	Iteration 14Q: 3 clusters Score -4297446 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -4297912.000000 Penalty: 3143.271729
	Iteration 15Q: 3 clusters Score -4297912 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4298321.000000 Penalty: 3143.271729
	Iteration 16Q: 3 clusters Score -4298321 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4298704.500000 Penalty: 3143.271729
	Iteration 17Q: 3 clusters Score -4298704 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -4299080.000000 Penalty: 3143.271729
	Iteration 18Q: 3 clusters Score -4299080 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4299392.500000 Penalty: 3143.271729
	Iteration 19Q: 3 clusters Score -4299392 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4299703.000000 Penalty: 3143.271729
	Iteration 20F: 3 clusters Score -4299703 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4299975.500000 Penalty: 3143.271729
	Iteration 21Q: 3 clusters Score -4299976 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -4300206.500000 Penalty: 3143.271729
	Iteration 22Q: 3 clusters Score -4300206 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4300371.500000 Penalty: 3143.271729
	Iteration 23Q: 3 clusters Score -4300372 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4300505.500000 Penalty: 3143.271729
	Iteration 24Q: 3 clusters Score -4300506 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4300618.000000 Penalty: 3143.271729
	Iteration 25Q: 3 clusters Score -4300618 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4300702.000000 Penalty: 3143.271729
	Iteration 26Q: 3 clusters Score -4300702 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4300772.000000 Penalty: 3143.271729
	Iteration 27Q: 3 clusters Score -4300772 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4300850.500000 Penalty: 3143.271729
	Iteration 28Q: 3 clusters Score -4300850 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4300906.500000 Penalty: 3143.271729
	Iteration 29Q: 3 clusters Score -4300906 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4300953.000000 Penalty: 3143.271729
	Iteration 30Q: 3 clusters Score -4300953 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4300991.500000 Penalty: 3143.271729
	Iteration 31Q: 3 clusters Score -4300992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4301018.500000 Penalty: 3143.271729
	Iteration 32Q: 3 clusters Score -4301018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4301044.000000 Penalty: 3143.271729
	Iteration 33Q: 3 clusters Score -4301044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4301065.500000 Penalty: 3143.271729
	Iteration 34Q: 3 clusters Score -4301066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4301084.500000 Penalty: 3143.271729
	Iteration 35Q: 3 clusters Score -4301084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4301099.500000 Penalty: 3143.271729
	Iteration 36Q: 3 clusters Score -4301100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4301111.000000 Penalty: 3143.271729
	Iteration 37Q: 3 clusters Score -4301111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4301124.000000 Penalty: 3143.271729
	Iteration 38Q: 3 clusters Score -4301124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4301131.000000 Penalty: 3143.271729
	Iteration 39Q: 3 clusters Score -4301131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4301140.000000 Penalty: 3143.271729
	Iteration 40F: 3 clusters Score -4301140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4301150.000000 Penalty: 3143.271729
	Iteration 41Q: 3 clusters Score -4301150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4301154.500000 Penalty: 3143.271729
	Iteration 42Q: 3 clusters Score -4301154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4301168.500000 Penalty: 3143.271729
	Iteration 43Q: 3 clusters Score -4301168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4301177.000000 Penalty: 3143.271729
	Iteration 44Q: 3 clusters Score -4301177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4301185.000000 Penalty: 3143.271729
	Iteration 45Q: 3 clusters Score -4301185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4301192.000000 Penalty: 3143.271729
	Iteration 46Q: 3 clusters Score -4301192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4301205.000000 Penalty: 3143.271729
	Iteration 47Q: 3 clusters Score -4301205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4301212.000000 Penalty: 3143.271729
	Iteration 48Q: 3 clusters Score -4301212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4301213.000000 Penalty: 3143.271729
	Iteration 49Q: 3 clusters Score -4301213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4301218.500000 Penalty: 3143.271729
	Iteration 50Q: 3 clusters Score -4301218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4301217.000000 Penalty: 3143.271729
	Iteration 51Q: 3 clusters Score -4301217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4301224.000000 Penalty: 3143.271729
	Iteration 52Q: 3 clusters Score -4301224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4301225.000000 Penalty: 3143.271729
	Iteration 53Q: 3 clusters Score -4301225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4301225.000000 Penalty: 3143.271729
	Iteration 54F: 3 clusters Score -4301225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Entering Unmasked Estep 
Score: -675624.937500 Penalty: 1287.116089
	Iteration 0F: 2 clusters Score -675624.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -671467.937500 Penalty: 2574.232178
	Iteration 0F: 3 clusters Score -671467.9 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -672655.812500 Penalty: 2574.232178
	Iteration 1F: 3 clusters Score -672655.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -672880.875000 Penalty: 2574.232178
	Iteration 2F: 3 clusters Score -672880.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -673033.000000 Penalty: 2574.232178
	Iteration 3F: 3 clusters Score -673033 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -673151.562500 Penalty: 2574.232178
	Iteration 4Q: 3 clusters Score -673151.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -673236.562500 Penalty: 2574.232178
	Iteration 5Q: 3 clusters Score -673236.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -673300.625000 Penalty: 2574.232178
	Iteration 6Q: 3 clusters Score -673300.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -673347.250000 Penalty: 2574.232178
	Iteration 7Q: 3 clusters Score -673347.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -673396.625000 Penalty: 2574.232178
	Iteration 8Q: 3 clusters Score -673396.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -673432.812500 Penalty: 2574.232178
	Iteration 9Q: 3 clusters Score -673432.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -673458.875000 Penalty: 2574.232178
	Iteration 10Q: 3 clusters Score -673458.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -673490.687500 Penalty: 2574.232178
	Iteration 11Q: 3 clusters Score -673490.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -673514.437500 Penalty: 2574.232178
	Iteration 12Q: 3 clusters Score -673514.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -673539.375000 Penalty: 2574.232178
	Iteration 13Q: 3 clusters Score -673539.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -673557.250000 Penalty: 2574.232178
	Iteration 14Q: 3 clusters Score -673557.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -673575.500000 Penalty: 2574.232178
	Iteration 15Q: 3 clusters Score -673575.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -673598.375000 Penalty: 2574.232178
	Iteration 16Q: 3 clusters Score -673598.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -673621.750000 Penalty: 2574.232178
	Iteration 17Q: 3 clusters Score -673621.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -673655.187500 Penalty: 2574.232178
	Iteration 18Q: 3 clusters Score -673655.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -673693.000000 Penalty: 2574.232178
	Iteration 19Q: 3 clusters Score -673693 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -673724.562500 Penalty: 2574.232178
	Iteration 20F: 3 clusters Score -673724.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -673758.437500 Penalty: 2574.232178
	Iteration 21Q: 3 clusters Score -673758.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -673798.000000 Penalty: 2574.232178
	Iteration 22Q: 3 clusters Score -673798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -673839.750000 Penalty: 2574.232178
	Iteration 23Q: 3 clusters Score -673839.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -673879.500000 Penalty: 2574.232178
	Iteration 24Q: 3 clusters Score -673879.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -673926.375000 Penalty: 2574.232178
	Iteration 25Q: 3 clusters Score -673926.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -673986.625000 Penalty: 2574.232178
	Iteration 26Q: 3 clusters Score -673986.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -674036.625000 Penalty: 2574.232178
	Iteration 27Q: 3 clusters Score -674036.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -674097.375000 Penalty: 2574.232178
	Iteration 28Q: 3 clusters Score -674097.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -674146.000000 Penalty: 2574.232178
	Iteration 29Q: 3 clusters Score -674146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -674181.875000 Penalty: 2574.232178
	Iteration 30Q: 3 clusters Score -674181.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -674207.625000 Penalty: 2574.232178
	Iteration 31Q: 3 clusters Score -674207.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -674229.562500 Penalty: 2574.232178
	Iteration 32Q: 3 clusters Score -674229.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -674247.375000 Penalty: 2574.232178
	Iteration 33Q: 3 clusters Score -674247.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -674263.625000 Penalty: 2574.232178
	Iteration 34Q: 3 clusters Score -674263.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -674277.562500 Penalty: 2574.232178
	Iteration 35Q: 3 clusters Score -674277.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -674293.875000 Penalty: 2574.232178
	Iteration 36Q: 3 clusters Score -674293.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -674310.500000 Penalty: 2574.232178
	Iteration 37Q: 3 clusters Score -674310.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -674320.500000 Penalty: 2574.232178
	Iteration 38Q: 3 clusters Score -674320.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -674331.750000 Penalty: 2574.232178
	Iteration 39Q: 3 clusters Score -674331.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -674342.000000 Penalty: 2574.232178
	Iteration 40F: 3 clusters Score -674342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -674351.625000 Penalty: 2574.232178
	Iteration 41Q: 3 clusters Score -674351.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -674354.937500 Penalty: 2574.232178
	Iteration 42Q: 3 clusters Score -674354.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -674359.687500 Penalty: 2574.232178
	Iteration 43Q: 3 clusters Score -674359.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -674361.000000 Penalty: 2574.232178
	Iteration 44Q: 3 clusters Score -674361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -674364.125000 Penalty: 2574.232178
	Iteration 45Q: 3 clusters Score -674364.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -674368.375000 Penalty: 2574.232178
	Iteration 46Q: 3 clusters Score -674368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -674369.687500 Penalty: 2574.232178
	Iteration 47Q: 3 clusters Score -674369.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -674371.312500 Penalty: 2574.232178
	Iteration 48Q: 3 clusters Score -674371.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -674377.000000 Penalty: 2574.232178
	Iteration 49Q: 3 clusters Score -674377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -674380.000000 Penalty: 2574.232178
	Iteration 50Q: 3 clusters Score -674380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -674383.625000 Penalty: 2574.232178
	Iteration 51Q: 3 clusters Score -674383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -674384.437500 Penalty: 2574.232178
	Iteration 52Q: 3 clusters Score -674384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -674388.375000 Penalty: 2574.232178
	Iteration 53Q: 3 clusters Score -674388.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -674389.250000 Penalty: 2574.232178
	Iteration 54Q: 3 clusters Score -674389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -674391.750000 Penalty: 2574.232178
	Iteration 55Q: 3 clusters Score -674391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -674392.187500 Penalty: 2574.232178
	Iteration 56Q: 3 clusters Score -674392.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -674394.812500 Penalty: 2574.232178
	Iteration 57Q: 3 clusters Score -674394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -674394.687500 Penalty: 2574.232178
	Iteration 58Q: 3 clusters Score -674394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -674396.250000 Penalty: 2574.232178
	Iteration 59Q: 3 clusters Score -674396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -674397.125000 Penalty: 2574.232178
	Iteration 60F: 3 clusters Score -674397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -674396.750000 Penalty: 2574.232178
	Iteration 61Q: 3 clusters Score -674396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -674396.250000 Penalty: 2574.232178
	Iteration 62Q: 3 clusters Score -674396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -674397.125000 Penalty: 2574.232178
	Iteration 63Q: 3 clusters Score -674397.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -674397.250000 Penalty: 2574.232178
	Iteration 64Q: 3 clusters Score -674397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -674398.937500 Penalty: 2574.232178
	Iteration 65Q: 3 clusters Score -674398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -674401.187500 Penalty: 2574.232178
	Iteration 66Q: 3 clusters Score -674401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -674403.125000 Penalty: 2574.232178
	Iteration 67Q: 3 clusters Score -674403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -674405.062500 Penalty: 2574.232178
	Iteration 68Q: 3 clusters Score -674405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -674407.500000 Penalty: 2574.232178
	Iteration 69Q: 3 clusters Score -674407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -674410.000000 Penalty: 2574.232178
	Iteration 70Q: 3 clusters Score -674410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -674412.062500 Penalty: 2574.232178
	Iteration 71Q: 3 clusters Score -674412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -674414.312500 Penalty: 2574.232178
	Iteration 72Q: 3 clusters Score -674414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -674414.875000 Penalty: 2574.232178
	Iteration 73Q: 3 clusters Score -674414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -674414.812500 Penalty: 2574.232178
	Iteration 74Q: 3 clusters Score -674414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -674414.812500 Penalty: 2574.232178
	Iteration 75F: 3 clusters Score -674414.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Entering Unmasked Estep 
Score: -4161781.500000 Penalty: 1566.400146
	Iteration 0F: 2 clusters Score -4161782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -4137593.500000 Penalty: 3132.800293
	Iteration 0F: 3 clusters Score -4137594 nChanged 17039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4146898.250000 Penalty: 3132.800293
	Iteration 1F: 3 clusters Score -4146898 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4147579.250000 Penalty: 3132.800293
	Iteration 2F: 3 clusters Score -4147579 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4148321.500000 Penalty: 3132.800293
	Iteration 3Q: 3 clusters Score -4148322 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4149236.500000 Penalty: 3132.800293
	Iteration 4F: 3 clusters Score -4149236 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -4150389.000000 Penalty: 3132.800293
	Iteration 5F: 3 clusters Score -4150389 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4151854.500000 Penalty: 3132.800293
	Iteration 6F: 3 clusters Score -4151854 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4153529.500000 Penalty: 3132.800293
	Iteration 7F: 3 clusters Score -4153530 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -4155267.750000 Penalty: 3132.800293
	Iteration 8F: 3 clusters Score -4155268 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4156890.750000 Penalty: 3132.800293
	Iteration 9F: 3 clusters Score -4156891 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4158171.000000 Penalty: 3132.800293
	Iteration 10Q: 3 clusters Score -4158171 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4159030.000000 Penalty: 3132.800293
	Iteration 11Q: 3 clusters Score -4159030 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4159605.750000 Penalty: 3132.800293
	Iteration 12Q: 3 clusters Score -4159606 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4159933.500000 Penalty: 3132.800293
	Iteration 13Q: 3 clusters Score -4159934 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4160173.750000 Penalty: 3132.800293
	Iteration 14Q: 3 clusters Score -4160174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4160291.500000 Penalty: 3132.800293
	Iteration 15Q: 3 clusters Score -4160292 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4160365.500000 Penalty: 3132.800293
	Iteration 16Q: 3 clusters Score -4160366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4160432.250000 Penalty: 3132.800293
	Iteration 17Q: 3 clusters Score -4160432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4160474.750000 Penalty: 3132.800293
	Iteration 18Q: 3 clusters Score -4160475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4160494.750000 Penalty: 3132.800293
	Iteration 19Q: 3 clusters Score -4160495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4160513.250000 Penalty: 3132.800293
	Iteration 20F: 3 clusters Score -4160513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4160530.750000 Penalty: 3132.800293
	Iteration 21Q: 3 clusters Score -4160531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4160532.250000 Penalty: 3132.800293
	Iteration 22Q: 3 clusters Score -4160532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4160534.500000 Penalty: 3132.800293
	Iteration 23Q: 3 clusters Score -4160534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4160535.500000 Penalty: 3132.800293
	Iteration 24Q: 3 clusters Score -4160536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4160537.750000 Penalty: 3132.800293
	Iteration 25Q: 3 clusters Score -4160538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4160540.250000 Penalty: 3132.800293
	Iteration 26Q: 3 clusters Score -4160540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4160540.250000 Penalty: 3132.800293
	Iteration 27F: 3 clusters Score -4160540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Entering Unmasked Estep 
Score: -2395911.750000 Penalty: 1483.435181
	Iteration 0F: 2 clusters Score -2395912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2381916.000000 Penalty: 2966.870361
	Iteration 0F: 3 clusters Score -2381916 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2387085.750000 Penalty: 2966.870361
	Iteration 1F: 3 clusters Score -2387086 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2387620.000000 Penalty: 2966.870361
	Iteration 2F: 3 clusters Score -2387620 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2388161.750000 Penalty: 2966.870361
	Iteration 3F: 3 clusters Score -2388162 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2388759.250000 Penalty: 2966.870361
	Iteration 4F: 3 clusters Score -2388759 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2389434.750000 Penalty: 2966.870361
	Iteration 5F: 3 clusters Score -2389435 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2390209.750000 Penalty: 2966.870361
	Iteration 6F: 3 clusters Score -2390210 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2390994.250000 Penalty: 2966.870361
	Iteration 7F: 3 clusters Score -2390994 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2391823.750000 Penalty: 2966.870361
	Iteration 8F: 3 clusters Score -2391824 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2392597.750000 Penalty: 2966.870361
	Iteration 9Q: 3 clusters Score -2392598 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2393237.250000 Penalty: 2966.870361
	Iteration 10Q: 3 clusters Score -2393237 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2393747.750000 Penalty: 2966.870361
	Iteration 11Q: 3 clusters Score -2393748 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2394069.000000 Penalty: 2966.870361
	Iteration 12Q: 3 clusters Score -2394069 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2394283.750000 Penalty: 2966.870361
	Iteration 13Q: 3 clusters Score -2394284 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2394442.250000 Penalty: 2966.870361
	Iteration 14Q: 3 clusters Score -2394442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2394547.500000 Penalty: 2966.870361
	Iteration 15Q: 3 clusters Score -2394548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2394613.000000 Penalty: 2966.870361
	Iteration 16Q: 3 clusters Score -2394613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2394662.000000 Penalty: 2966.870361
	Iteration 17Q: 3 clusters Score -2394662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2394699.250000 Penalty: 2966.870361
	Iteration 18Q: 3 clusters Score -2394699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2394719.750000 Penalty: 2966.870361
	Iteration 19Q: 3 clusters Score -2394720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2394732.500000 Penalty: 2966.870361
	Iteration 20F: 3 clusters Score -2394732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2394738.250000 Penalty: 2966.870361
	Iteration 21Q: 3 clusters Score -2394738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2394741.500000 Penalty: 2966.870361
	Iteration 22Q: 3 clusters Score -2394742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2394747.000000 Penalty: 2966.870361
	Iteration 23Q: 3 clusters Score -2394747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2394747.000000 Penalty: 2966.870361
	Iteration 24Q: 3 clusters Score -2394747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2394746.500000 Penalty: 2966.870361
	Iteration 25Q: 3 clusters Score -2394746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2394746.500000 Penalty: 2966.870361
	Iteration 26F: 3 clusters Score -2394746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (92435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92435 members 
Entering Unmasked Estep 
Score: -10225460.000000 Penalty: 1701.418091
	Iteration 0F: 2 clusters Score -1.022546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -10164687.000000 Penalty: 3402.836182
	Iteration 0F: 3 clusters Score -1.016469e+07 nChanged 43684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -10189933.000000 Penalty: 3402.836182
	Iteration 1F: 3 clusters Score -1.018993e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -10191032.000000 Penalty: 3402.836182
	Iteration 2Q: 3 clusters Score -1.019103e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -10192250.000000 Penalty: 3402.836182
	Iteration 3Q: 3 clusters Score -1.019225e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -10193740.000000 Penalty: 3402.836182
	Iteration 4Q: 3 clusters Score -1.019374e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -10195258.000000 Penalty: 3402.836182
	Iteration 5Q: 3 clusters Score -1.019526e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -10197094.000000 Penalty: 3402.836182
	Iteration 6Q: 3 clusters Score -1.019709e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -10199276.000000 Penalty: 3402.836182
	Iteration 7Q: 3 clusters Score -1.019928e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -10201964.000000 Penalty: 3402.836182
	Iteration 8F: 3 clusters Score -1.020196e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -10205336.000000 Penalty: 3402.836182
	Iteration 9F: 3 clusters Score -1.020534e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -10209364.000000 Penalty: 3402.836182
	Iteration 10F: 3 clusters Score -1.020936e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -10213401.000000 Penalty: 3402.836182
	Iteration 11F: 3 clusters Score -1.02134e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -10216850.000000 Penalty: 3402.836182
	Iteration 12Q: 3 clusters Score -1.021685e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -10219588.000000 Penalty: 3402.836182
	Iteration 13Q: 3 clusters Score -1.021959e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -10221253.000000 Penalty: 3402.836182
	Iteration 14Q: 3 clusters Score -1.022125e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -10222297.000000 Penalty: 3402.836182
	Iteration 15Q: 3 clusters Score -1.02223e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -10222988.000000 Penalty: 3402.836182
	Iteration 16Q: 3 clusters Score -1.022299e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -10223473.000000 Penalty: 3402.836182
	Iteration 17Q: 3 clusters Score -1.022347e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -10223754.000000 Penalty: 3402.836182
	Iteration 18Q: 3 clusters Score -1.022375e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -10223971.000000 Penalty: 3402.836182
	Iteration 19Q: 3 clusters Score -1.022397e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -10224072.000000 Penalty: 3402.836182
	Iteration 20F: 3 clusters Score -1.022407e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -10224157.000000 Penalty: 3402.836182
	Iteration 21Q: 3 clusters Score -1.022416e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
Score: -10224222.000000 Penalty: 3402.836182
	Iteration 22Q: 3 clusters Score -1.022422e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -10224261.000000 Penalty: 3402.836182
	Iteration 23Q: 3 clusters Score -1.022426e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -10224297.000000 Penalty: 3402.836182
	Iteration 24Q: 3 clusters Score -1.02243e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -10224318.000000 Penalty: 3402.836182
	Iteration 25Q: 3 clusters Score -1.022432e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -10224328.000000 Penalty: 3402.836182
	Iteration 26Q: 3 clusters Score -1.022433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -10224334.000000 Penalty: 3402.836182
	Iteration 27Q: 3 clusters Score -1.022433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -10224347.000000 Penalty: 3402.836182
	Iteration 28Q: 3 clusters Score -1.022435e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -10224358.000000 Penalty: 3402.836182
	Iteration 29Q: 3 clusters Score -1.022436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -10224376.000000 Penalty: 3402.836182
	Iteration 30Q: 3 clusters Score -1.022438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -10224389.000000 Penalty: 3402.836182
	Iteration 31Q: 3 clusters Score -1.022439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -10224394.000000 Penalty: 3402.836182
	Iteration 32Q: 3 clusters Score -1.022439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -10224399.000000 Penalty: 3402.836182
	Iteration 33Q: 3 clusters Score -1.02244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -10224415.000000 Penalty: 3402.836182
	Iteration 34Q: 3 clusters Score -1.022442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -10224428.000000 Penalty: 3402.836182
	Iteration 35Q: 3 clusters Score -1.022443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -10224428.000000 Penalty: 3402.836182
	Iteration 36Q: 3 clusters Score -1.022443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -10224429.000000 Penalty: 3402.836182
	Iteration 37Q: 3 clusters Score -1.022443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -10224440.000000 Penalty: 3402.836182
	Iteration 38Q: 3 clusters Score -1.022444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 91677 members 
Entering Unmasked Estep 
Score: -10224446.000000 Penalty: 3402.836182
	Iteration 39Q: 3 clusters Score -1.022445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 91685 members 
Entering Unmasked Estep 
Score: -10224438.000000 Penalty: 3402.836182
	Iteration 40F: 3 clusters Score -1.022444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
Score: -10224442.000000 Penalty: 3402.836182
	Iteration 41Q: 3 clusters Score -1.022444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 91696 members 
Entering Unmasked Estep 
Score: -10224445.000000 Penalty: 3402.836182
	Iteration 42Q: 3 clusters Score -1.022444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -10224454.000000 Penalty: 3402.836182
	Iteration 43Q: 3 clusters Score -1.022445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -10224454.000000 Penalty: 3402.836182
	Iteration 44F: 3 clusters Score -1.022445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (134037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Entering Unmasked Estep 
Score: -14718429.000000 Penalty: 1756.713623
	Iteration 0F: 2 clusters Score -1.471843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -14630545.000000 Penalty: 3513.427246
	Iteration 0F: 3 clusters Score -1.463054e+07 nChanged 63920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -14667970.000000 Penalty: 3513.427246
	Iteration 1F: 3 clusters Score -1.466797e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -14669389.000000 Penalty: 3513.427246
	Iteration 2Q: 3 clusters Score -1.466939e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -14671344.000000 Penalty: 3513.427246
	Iteration 3Q: 3 clusters Score -1.467134e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -14674259.000000 Penalty: 3513.427246
	Iteration 4Q: 3 clusters Score -1.467426e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -14678961.000000 Penalty: 3513.427246
	Iteration 5F: 3 clusters Score -1.467896e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -14685847.000000 Penalty: 3513.427246
	Iteration 6F: 3 clusters Score -1.468585e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108296 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -14695122.000000 Penalty: 3513.427246
	Iteration 7F: 3 clusters Score -1.469512e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118167 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -14704237.000000 Penalty: 3513.427246
	Iteration 8F: 3 clusters Score -1.470424e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -14710750.000000 Penalty: 3513.427246
	Iteration 9F: 3 clusters Score -1.471075e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128990 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -14714795.000000 Penalty: 3513.427246
	Iteration 10Q: 3 clusters Score -1.47148e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130340 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -14717337.000000 Penalty: 3513.427246
	Iteration 11Q: 3 clusters Score -1.471734e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130200 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -14722138.000000 Penalty: 3513.427246
	Iteration 12Q: 3 clusters Score -1.472214e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127963 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -14726117.000000 Penalty: 3513.427246
	Iteration 13Q: 3 clusters Score -1.472612e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124647 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -14730684.000000 Penalty: 3513.427246
	Iteration 14Q: 3 clusters Score -1.473068e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120352 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -14736122.000000 Penalty: 3513.427246
	Iteration 15Q: 3 clusters Score -1.473612e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115343 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -14741508.000000 Penalty: 3513.427246
	Iteration 16Q: 3 clusters Score -1.474151e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110630 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -14745629.000000 Penalty: 3513.427246
	Iteration 17Q: 3 clusters Score -1.474563e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -14748676.000000 Penalty: 3513.427246
	Iteration 18Q: 3 clusters Score -1.474868e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104082 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -14750539.000000 Penalty: 3513.427246
	Iteration 19Q: 3 clusters Score -1.475054e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102144 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -14758777.000000 Penalty: 3513.427246
	Iteration 20F: 3 clusters Score -1.475878e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -14768929.000000 Penalty: 3513.427246
	Iteration 21F: 3 clusters Score -1.476893e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -14773515.000000 Penalty: 3513.427246
	Iteration 22Q: 3 clusters Score -1.477352e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -14775172.000000 Penalty: 3513.427246
	Iteration 23Q: 3 clusters Score -1.477517e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87106 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -14775545.000000 Penalty: 3513.427246
	Iteration 24Q: 3 clusters Score -1.477554e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -14775562.000000 Penalty: 3513.427246
	Iteration 25Q: 3 clusters Score -1.477556e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -14775583.000000 Penalty: 3513.427246
	Iteration 26Q: 3 clusters Score -1.477558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86550 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -14775593.000000 Penalty: 3513.427246
	Iteration 27Q: 3 clusters Score -1.477559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -14775582.000000 Penalty: 3513.427246
	Iteration 28Q: 3 clusters Score -1.477558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -14775573.000000 Penalty: 3513.427246
	Iteration 29Q: 3 clusters Score -1.477557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -14775573.000000 Penalty: 3513.427246
	Iteration 30F: 3 clusters Score -1.477557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 36550 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49330 members 
Mstep: Class 6 contains 19534 members 
Mstep: Class 7 contains 40254 members 
Mstep: Class 8 contains 25047 members 
Mstep: Class 9 contains 38641 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37305 members 
Mstep: Class 12 contains 21361 members 
Mstep: Class 13 contains 92435 members 
Mstep: Class 14 contains 86536 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 30822 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 12975 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19465 members 
Mstep: Class 27 contains 1290 members 
Mstep: Class 28 contains 27484 members 
Mstep: Class 29 contains 47501 members 
Entering Unmasked Estep 
Score: -78864912.000000 Penalty: 58287.800781
Splitting cluster 14 changes total score from -78752880.000000 to -78864912.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (19100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Entering Unmasked Estep 
Score: -2136100.000000 Penalty: 1466.787720
	Iteration 0F: 2 clusters Score -2136100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2123605.250000 Penalty: 2933.575439
	Iteration 0F: 3 clusters Score -2123605 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2128265.000000 Penalty: 2933.575439
	Iteration 1F: 3 clusters Score -2128265 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2128791.000000 Penalty: 2933.575439
	Iteration 2F: 3 clusters Score -2128791 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2129342.000000 Penalty: 2933.575439
	Iteration 3F: 3 clusters Score -2129342 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2129885.750000 Penalty: 2933.575439
	Iteration 4F: 3 clusters Score -2129886 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2130380.000000 Penalty: 2933.575439
	Iteration 5F: 3 clusters Score -2130380 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2130791.000000 Penalty: 2933.575439
	Iteration 6Q: 3 clusters Score -2130791 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2131173.250000 Penalty: 2933.575439
	Iteration 7Q: 3 clusters Score -2131173 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2131516.250000 Penalty: 2933.575439
	Iteration 8Q: 3 clusters Score -2131516 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2131802.250000 Penalty: 2933.575439
	Iteration 9Q: 3 clusters Score -2131802 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2132061.750000 Penalty: 2933.575439
	Iteration 10Q: 3 clusters Score -2132062 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2132334.750000 Penalty: 2933.575439
	Iteration 11Q: 3 clusters Score -2132335 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2132603.000000 Penalty: 2933.575439
	Iteration 12Q: 3 clusters Score -2132603 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2132854.000000 Penalty: 2933.575439
	Iteration 13Q: 3 clusters Score -2132854 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2133143.250000 Penalty: 2933.575439
	Iteration 14Q: 3 clusters Score -2133143 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2133431.500000 Penalty: 2933.575439
	Iteration 15Q: 3 clusters Score -2133432 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2133728.750000 Penalty: 2933.575439
	Iteration 16Q: 3 clusters Score -2133729 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2133991.000000 Penalty: 2933.575439
	Iteration 17Q: 3 clusters Score -2133991 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2134232.750000 Penalty: 2933.575439
	Iteration 18Q: 3 clusters Score -2134233 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2134426.250000 Penalty: 2933.575439
	Iteration 19Q: 3 clusters Score -2134426 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2134571.250000 Penalty: 2933.575439
	Iteration 20F: 3 clusters Score -2134571 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2134683.000000 Penalty: 2933.575439
	Iteration 21Q: 3 clusters Score -2134683 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2134753.500000 Penalty: 2933.575439
	Iteration 22Q: 3 clusters Score -2134754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2134798.250000 Penalty: 2933.575439
	Iteration 23Q: 3 clusters Score -2134798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2134828.750000 Penalty: 2933.575439
	Iteration 24Q: 3 clusters Score -2134829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2134852.250000 Penalty: 2933.575439
	Iteration 25Q: 3 clusters Score -2134852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2134863.750000 Penalty: 2933.575439
	Iteration 26Q: 3 clusters Score -2134864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2134878.000000 Penalty: 2933.575439
	Iteration 27Q: 3 clusters Score -2134878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2134886.250000 Penalty: 2933.575439
	Iteration 28Q: 3 clusters Score -2134886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2134895.750000 Penalty: 2933.575439
	Iteration 29Q: 3 clusters Score -2134896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2134903.500000 Penalty: 2933.575439
	Iteration 30Q: 3 clusters Score -2134904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2134909.750000 Penalty: 2933.575439
	Iteration 31Q: 3 clusters Score -2134910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2134916.250000 Penalty: 2933.575439
	Iteration 32Q: 3 clusters Score -2134916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2134929.500000 Penalty: 2933.575439
	Iteration 33Q: 3 clusters Score -2134930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2134932.750000 Penalty: 2933.575439
	Iteration 34Q: 3 clusters Score -2134933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2134940.250000 Penalty: 2933.575439
	Iteration 35Q: 3 clusters Score -2134940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2134939.500000 Penalty: 2933.575439
	Iteration 36Q: 3 clusters Score -2134940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2134939.500000 Penalty: 2933.575439
	Iteration 37Q: 3 clusters Score -2134940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2134942.500000 Penalty: 2933.575439
	Iteration 38Q: 3 clusters Score -2134942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2134942.500000 Penalty: 2933.575439
	Iteration 39F: 3 clusters Score -2134942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -314928.312500 Penalty: 1191.446777
	Iteration 0F: 2 clusters Score -314928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -312475.187500 Penalty: 2382.893555
	Iteration 0F: 3 clusters Score -312475.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -313155.093750 Penalty: 2382.893555
	Iteration 1F: 3 clusters Score -313155.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -313342.625000 Penalty: 2382.893555
	Iteration 2F: 3 clusters Score -313342.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -313475.468750 Penalty: 2382.893555
	Iteration 3F: 3 clusters Score -313475.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -313566.375000 Penalty: 2382.893555
	Iteration 4Q: 3 clusters Score -313566.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -313659.031250 Penalty: 2382.893555
	Iteration 5Q: 3 clusters Score -313659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -313722.406250 Penalty: 2382.893555
	Iteration 6Q: 3 clusters Score -313722.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -313769.125000 Penalty: 2382.893555
	Iteration 7Q: 3 clusters Score -313769.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -313801.718750 Penalty: 2382.893555
	Iteration 8Q: 3 clusters Score -313801.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -313824.562500 Penalty: 2382.893555
	Iteration 9Q: 3 clusters Score -313824.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -313847.312500 Penalty: 2382.893555
	Iteration 10Q: 3 clusters Score -313847.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -313873.000000 Penalty: 2382.893555
	Iteration 11Q: 3 clusters Score -313873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -313899.750000 Penalty: 2382.893555
	Iteration 12Q: 3 clusters Score -313899.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -313924.531250 Penalty: 2382.893555
	Iteration 13Q: 3 clusters Score -313924.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -313949.562500 Penalty: 2382.893555
	Iteration 14Q: 3 clusters Score -313949.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -313972.156250 Penalty: 2382.893555
	Iteration 15Q: 3 clusters Score -313972.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -313994.218750 Penalty: 2382.893555
	Iteration 16Q: 3 clusters Score -313994.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -314016.500000 Penalty: 2382.893555
	Iteration 17Q: 3 clusters Score -314016.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -314034.187500 Penalty: 2382.893555
	Iteration 18Q: 3 clusters Score -314034.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -314059.250000 Penalty: 2382.893555
	Iteration 19Q: 3 clusters Score -314059.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -314083.906250 Penalty: 2382.893555
	Iteration 20F: 3 clusters Score -314083.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -314102.031250 Penalty: 2382.893555
	Iteration 21Q: 3 clusters Score -314102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -314115.000000 Penalty: 2382.893555
	Iteration 22Q: 3 clusters Score -314115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -314127.250000 Penalty: 2382.893555
	Iteration 23Q: 3 clusters Score -314127.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -314138.687500 Penalty: 2382.893555
	Iteration 24Q: 3 clusters Score -314138.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -314148.406250 Penalty: 2382.893555
	Iteration 25Q: 3 clusters Score -314148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -314155.906250 Penalty: 2382.893555
	Iteration 26Q: 3 clusters Score -314155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -314160.343750 Penalty: 2382.893555
	Iteration 27Q: 3 clusters Score -314160.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -314168.312500 Penalty: 2382.893555
	Iteration 28Q: 3 clusters Score -314168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -314175.656250 Penalty: 2382.893555
	Iteration 29Q: 3 clusters Score -314175.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -314179.718750 Penalty: 2382.893555
	Iteration 30Q: 3 clusters Score -314179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -314185.875000 Penalty: 2382.893555
	Iteration 31Q: 3 clusters Score -314185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -314190.125000 Penalty: 2382.893555
	Iteration 32Q: 3 clusters Score -314190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -314195.937500 Penalty: 2382.893555
	Iteration 33Q: 3 clusters Score -314195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -314200.093750 Penalty: 2382.893555
	Iteration 34Q: 3 clusters Score -314200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -314204.250000 Penalty: 2382.893555
	Iteration 35Q: 3 clusters Score -314204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -314208.750000 Penalty: 2382.893555
	Iteration 36Q: 3 clusters Score -314208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -314209.843750 Penalty: 2382.893555
	Iteration 37Q: 3 clusters Score -314209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -314211.281250 Penalty: 2382.893555
	Iteration 38Q: 3 clusters Score -314211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -314211.843750 Penalty: 2382.893555
	Iteration 39Q: 3 clusters Score -314211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -314211.843750 Penalty: 2382.893555
	Iteration 40F: 3 clusters Score -314211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Entering Unmasked Estep 
Score: -3396919.750000 Penalty: 1537.994507
	Iteration 0F: 2 clusters Score -3396920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3376917.250000 Penalty: 3075.989014
	Iteration 0F: 3 clusters Score -3376917 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3384639.250000 Penalty: 3075.989014
	Iteration 1F: 3 clusters Score -3384639 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3385205.250000 Penalty: 3075.989014
	Iteration 2Q: 3 clusters Score -3385205 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3385698.250000 Penalty: 3075.989014
	Iteration 3Q: 3 clusters Score -3385698 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3386229.000000 Penalty: 3075.989014
	Iteration 4Q: 3 clusters Score -3386229 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3386779.500000 Penalty: 3075.989014
	Iteration 5Q: 3 clusters Score -3386780 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3387438.000000 Penalty: 3075.989014
	Iteration 6Q: 3 clusters Score -3387438 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3388282.250000 Penalty: 3075.989014
	Iteration 7F: 3 clusters Score -3388282 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3389371.250000 Penalty: 3075.989014
	Iteration 8F: 3 clusters Score -3389371 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3390580.250000 Penalty: 3075.989014
	Iteration 9F: 3 clusters Score -3390580 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3391822.750000 Penalty: 3075.989014
	Iteration 10F: 3 clusters Score -3391823 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3393014.000000 Penalty: 3075.989014
	Iteration 11Q: 3 clusters Score -3393014 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -3393979.500000 Penalty: 3075.989014
	Iteration 12Q: 3 clusters Score -3393980 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3394598.500000 Penalty: 3075.989014
	Iteration 13Q: 3 clusters Score -3394598 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3395011.000000 Penalty: 3075.989014
	Iteration 14Q: 3 clusters Score -3395011 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3395267.250000 Penalty: 3075.989014
	Iteration 15Q: 3 clusters Score -3395267 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -3395441.250000 Penalty: 3075.989014
	Iteration 16Q: 3 clusters Score -3395441 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3395570.250000 Penalty: 3075.989014
	Iteration 17Q: 3 clusters Score -3395570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3395687.000000 Penalty: 3075.989014
	Iteration 18Q: 3 clusters Score -3395687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3395915.750000 Penalty: 3075.989014
	Iteration 19Q: 3 clusters Score -3395916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3396401.000000 Penalty: 3075.989014
	Iteration 20F: 3 clusters Score -3396401 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3396523.000000 Penalty: 3075.989014
	Iteration 21Q: 3 clusters Score -3396523 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -3396594.500000 Penalty: 3075.989014
	Iteration 22Q: 3 clusters Score -3396594 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3396693.500000 Penalty: 3075.989014
	Iteration 23Q: 3 clusters Score -3396694 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -3396773.500000 Penalty: 3075.989014
	Iteration 24Q: 3 clusters Score -3396774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3396865.500000 Penalty: 3075.989014
	Iteration 25Q: 3 clusters Score -3396866 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3396956.000000 Penalty: 3075.989014
	Iteration 26Q: 3 clusters Score -3396956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -3397064.500000 Penalty: 3075.989014
	Iteration 27Q: 3 clusters Score -3397064 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -3397177.000000 Penalty: 3075.989014
	Iteration 28Q: 3 clusters Score -3397177 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3397304.000000 Penalty: 3075.989014
	Iteration 29Q: 3 clusters Score -3397304 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3397434.750000 Penalty: 3075.989014
	Iteration 30Q: 3 clusters Score -3397435 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3397529.750000 Penalty: 3075.989014
	Iteration 31Q: 3 clusters Score -3397530 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3397639.750000 Penalty: 3075.989014
	Iteration 32Q: 3 clusters Score -3397640 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3397728.000000 Penalty: 3075.989014
	Iteration 33Q: 3 clusters Score -3397728 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3397819.750000 Penalty: 3075.989014
	Iteration 34Q: 3 clusters Score -3397820 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3397894.250000 Penalty: 3075.989014
	Iteration 35Q: 3 clusters Score -3397894 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3397947.750000 Penalty: 3075.989014
	Iteration 36Q: 3 clusters Score -3397948 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3398008.500000 Penalty: 3075.989014
	Iteration 37Q: 3 clusters Score -3398008 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3398049.500000 Penalty: 3075.989014
	Iteration 38Q: 3 clusters Score -3398050 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3398082.000000 Penalty: 3075.989014
	Iteration 39Q: 3 clusters Score -3398082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3398467.750000 Penalty: 3075.989014
	Iteration 40F: 3 clusters Score -3398468 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3399228.500000 Penalty: 3075.989014
	Iteration 41Q: 3 clusters Score -3399228 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3400297.250000 Penalty: 3075.989014
	Iteration 42Q: 3 clusters Score -3400297 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3401916.250000 Penalty: 3075.989014
	Iteration 43Q: 3 clusters Score -3401916 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3404397.500000 Penalty: 3075.989014
	Iteration 44F: 3 clusters Score -3404398 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3408246.750000 Penalty: 3075.989014
	Iteration 45F: 3 clusters Score -3408247 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3413662.000000 Penalty: 3075.989014
	Iteration 46F: 3 clusters Score -3413662 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3422408.000000 Penalty: 3075.989014
	Iteration 47F: 3 clusters Score -3422408 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3432113.000000 Penalty: 3075.989014
	Iteration 48Q: 3 clusters Score -3432113 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3432941.750000 Penalty: 3075.989014
	Iteration 49Q: 3 clusters Score -3432942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3432949.000000 Penalty: 3075.989014
	Iteration 50Q: 3 clusters Score -3432949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3432951.750000 Penalty: 3075.989014
	Iteration 51Q: 3 clusters Score -3432952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3432951.750000 Penalty: 3075.989014
	Iteration 52F: 3 clusters Score -3432952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 36550 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49330 members 
Mstep: Class 6 contains 19534 members 
Mstep: Class 7 contains 40254 members 
Mstep: Class 8 contains 25047 members 
Mstep: Class 9 contains 38641 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37305 members 
Mstep: Class 12 contains 21361 members 
Mstep: Class 13 contains 92435 members 
Mstep: Class 14 contains 86536 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 16423 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 12975 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19465 members 
Mstep: Class 27 contains 1290 members 
Mstep: Class 28 contains 27484 members 
Mstep: Class 29 contains 47501 members 
Mstep: Class 30 contains 14399 members 
Entering Unmasked Estep 
Score: -78899856.000000 Penalty: 60297.722656
Splitting cluster 17 changes total score from -78752880.000000 to -78899856.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (4139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Entering Unmasked Estep 
Score: -424509.687500 Penalty: 1239.237671
	Iteration 0F: 2 clusters Score -424509.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -421379.031250 Penalty: 2478.475342
	Iteration 0F: 3 clusters Score -421379 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -422273.593750 Penalty: 2478.475342
	Iteration 1F: 3 clusters Score -422273.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -422510.687500 Penalty: 2478.475342
	Iteration 2F: 3 clusters Score -422510.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -422662.093750 Penalty: 2478.475342
	Iteration 3F: 3 clusters Score -422662.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -422770.656250 Penalty: 2478.475342
	Iteration 4Q: 3 clusters Score -422770.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -422858.812500 Penalty: 2478.475342
	Iteration 5Q: 3 clusters Score -422858.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -422938.656250 Penalty: 2478.475342
	Iteration 6Q: 3 clusters Score -422938.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -423014.062500 Penalty: 2478.475342
	Iteration 7Q: 3 clusters Score -423014.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -423063.781250 Penalty: 2478.475342
	Iteration 8Q: 3 clusters Score -423063.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -423109.125000 Penalty: 2478.475342
	Iteration 9Q: 3 clusters Score -423109.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -423150.000000 Penalty: 2478.475342
	Iteration 10Q: 3 clusters Score -423150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -423193.812500 Penalty: 2478.475342
	Iteration 11Q: 3 clusters Score -423193.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -423243.468750 Penalty: 2478.475342
	Iteration 12Q: 3 clusters Score -423243.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -423284.968750 Penalty: 2478.475342
	Iteration 13Q: 3 clusters Score -423285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -423321.312500 Penalty: 2478.475342
	Iteration 14Q: 3 clusters Score -423321.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -423356.750000 Penalty: 2478.475342
	Iteration 15Q: 3 clusters Score -423356.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -423388.062500 Penalty: 2478.475342
	Iteration 16Q: 3 clusters Score -423388.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -423418.906250 Penalty: 2478.475342
	Iteration 17Q: 3 clusters Score -423418.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -423444.156250 Penalty: 2478.475342
	Iteration 18Q: 3 clusters Score -423444.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -423465.875000 Penalty: 2478.475342
	Iteration 19Q: 3 clusters Score -423465.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -423488.937500 Penalty: 2478.475342
	Iteration 20F: 3 clusters Score -423488.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -423513.718750 Penalty: 2478.475342
	Iteration 21Q: 3 clusters Score -423513.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -423533.250000 Penalty: 2478.475342
	Iteration 22Q: 3 clusters Score -423533.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -423551.843750 Penalty: 2478.475342
	Iteration 23Q: 3 clusters Score -423551.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -423562.593750 Penalty: 2478.475342
	Iteration 24Q: 3 clusters Score -423562.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -423575.718750 Penalty: 2478.475342
	Iteration 25Q: 3 clusters Score -423575.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -423581.406250 Penalty: 2478.475342
	Iteration 26Q: 3 clusters Score -423581.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -423587.312500 Penalty: 2478.475342
	Iteration 27Q: 3 clusters Score -423587.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -423594.750000 Penalty: 2478.475342
	Iteration 28Q: 3 clusters Score -423594.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -423604.281250 Penalty: 2478.475342
	Iteration 29Q: 3 clusters Score -423604.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -423610.218750 Penalty: 2478.475342
	Iteration 30Q: 3 clusters Score -423610.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -423615.281250 Penalty: 2478.475342
	Iteration 31Q: 3 clusters Score -423615.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -423626.187500 Penalty: 2478.475342
	Iteration 32Q: 3 clusters Score -423626.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -423633.906250 Penalty: 2478.475342
	Iteration 33Q: 3 clusters Score -423633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -423642.906250 Penalty: 2478.475342
	Iteration 34Q: 3 clusters Score -423642.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -423651.718750 Penalty: 2478.475342
	Iteration 35Q: 3 clusters Score -423651.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -423656.718750 Penalty: 2478.475342
	Iteration 36Q: 3 clusters Score -423656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -423659.906250 Penalty: 2478.475342
	Iteration 37Q: 3 clusters Score -423659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -423665.781250 Penalty: 2478.475342
	Iteration 38Q: 3 clusters Score -423665.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -423670.562500 Penalty: 2478.475342
	Iteration 39Q: 3 clusters Score -423670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -423674.031250 Penalty: 2478.475342
	Iteration 40F: 3 clusters Score -423674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -423677.781250 Penalty: 2478.475342
	Iteration 41Q: 3 clusters Score -423677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -423680.875000 Penalty: 2478.475342
	Iteration 42Q: 3 clusters Score -423680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -423680.875000 Penalty: 2478.475342
	Iteration 43F: 3 clusters Score -423680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -183735.671875 Penalty: 1107.355713
	Iteration 0F: 2 clusters Score -183735.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -182032.593750 Penalty: 2214.711426
	Iteration 0F: 3 clusters Score -182032.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -182407.453125 Penalty: 2214.711426
	Iteration 1F: 3 clusters Score -182407.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -182525.312500 Penalty: 2214.711426
	Iteration 2F: 3 clusters Score -182525.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -182583.218750 Penalty: 2214.711426
	Iteration 3Q: 3 clusters Score -182583.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -182615.375000 Penalty: 2214.711426
	Iteration 4Q: 3 clusters Score -182615.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -182634.968750 Penalty: 2214.711426
	Iteration 5Q: 3 clusters Score -182635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -182658.765625 Penalty: 2214.711426
	Iteration 6Q: 3 clusters Score -182658.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -182675.390625 Penalty: 2214.711426
	Iteration 7Q: 3 clusters Score -182675.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -182683.515625 Penalty: 2214.711426
	Iteration 8Q: 3 clusters Score -182683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -182690.078125 Penalty: 2214.711426
	Iteration 9Q: 3 clusters Score -182690.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -182696.343750 Penalty: 2214.711426
	Iteration 10Q: 3 clusters Score -182696.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -182701.515625 Penalty: 2214.711426
	Iteration 11Q: 3 clusters Score -182701.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -182707.421875 Penalty: 2214.711426
	Iteration 12Q: 3 clusters Score -182707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -182712.640625 Penalty: 2214.711426
	Iteration 13Q: 3 clusters Score -182712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -182718.734375 Penalty: 2214.711426
	Iteration 14Q: 3 clusters Score -182718.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182722.140625 Penalty: 2214.711426
	Iteration 15Q: 3 clusters Score -182722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -182725.234375 Penalty: 2214.711426
	Iteration 16Q: 3 clusters Score -182725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182727.687500 Penalty: 2214.711426
	Iteration 17Q: 3 clusters Score -182727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -182729.984375 Penalty: 2214.711426
	Iteration 18Q: 3 clusters Score -182730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182730.828125 Penalty: 2214.711426
	Iteration 19Q: 3 clusters Score -182730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182731.843750 Penalty: 2214.711426
	Iteration 20F: 3 clusters Score -182731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -182733.515625 Penalty: 2214.711426
	Iteration 21Q: 3 clusters Score -182733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -182733.515625 Penalty: 2214.711426
	Iteration 22F: 3 clusters Score -182733.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Entering Unmasked Estep 
Score: -2588516.250000 Penalty: 1495.903442
	Iteration 0F: 2 clusters Score -2588516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2573334.750000 Penalty: 2991.806885
	Iteration 0F: 3 clusters Score -2573335 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2579096.500000 Penalty: 2991.806885
	Iteration 1F: 3 clusters Score -2579096 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2579837.250000 Penalty: 2991.806885
	Iteration 2F: 3 clusters Score -2579837 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2580630.500000 Penalty: 2991.806885
	Iteration 3F: 3 clusters Score -2580630 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2581404.250000 Penalty: 2991.806885
	Iteration 4F: 3 clusters Score -2581404 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2582081.750000 Penalty: 2991.806885
	Iteration 5F: 3 clusters Score -2582082 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2582629.000000 Penalty: 2991.806885
	Iteration 6F: 3 clusters Score -2582629 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2583071.500000 Penalty: 2991.806885
	Iteration 7Q: 3 clusters Score -2583072 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2583392.250000 Penalty: 2991.806885
	Iteration 8Q: 3 clusters Score -2583392 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2583639.250000 Penalty: 2991.806885
	Iteration 9Q: 3 clusters Score -2583639 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2583864.500000 Penalty: 2991.806885
	Iteration 10Q: 3 clusters Score -2583864 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2584050.500000 Penalty: 2991.806885
	Iteration 11Q: 3 clusters Score -2584050 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2584228.500000 Penalty: 2991.806885
	Iteration 12Q: 3 clusters Score -2584228 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2584417.250000 Penalty: 2991.806885
	Iteration 13Q: 3 clusters Score -2584417 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2584583.500000 Penalty: 2991.806885
	Iteration 14Q: 3 clusters Score -2584584 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2584748.500000 Penalty: 2991.806885
	Iteration 15Q: 3 clusters Score -2584748 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2584961.250000 Penalty: 2991.806885
	Iteration 16Q: 3 clusters Score -2584961 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2585169.250000 Penalty: 2991.806885
	Iteration 17Q: 3 clusters Score -2585169 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2585410.000000 Penalty: 2991.806885
	Iteration 18Q: 3 clusters Score -2585410 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2585638.250000 Penalty: 2991.806885
	Iteration 19Q: 3 clusters Score -2585638 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2585913.000000 Penalty: 2991.806885
	Iteration 20F: 3 clusters Score -2585913 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2586164.750000 Penalty: 2991.806885
	Iteration 21Q: 3 clusters Score -2586165 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2586391.500000 Penalty: 2991.806885
	Iteration 22Q: 3 clusters Score -2586392 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2586585.250000 Penalty: 2991.806885
	Iteration 23Q: 3 clusters Score -2586585 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2586764.250000 Penalty: 2991.806885
	Iteration 24Q: 3 clusters Score -2586764 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2586915.000000 Penalty: 2991.806885
	Iteration 25Q: 3 clusters Score -2586915 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2587030.000000 Penalty: 2991.806885
	Iteration 26Q: 3 clusters Score -2587030 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2587104.750000 Penalty: 2991.806885
	Iteration 27Q: 3 clusters Score -2587105 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2587170.750000 Penalty: 2991.806885
	Iteration 28Q: 3 clusters Score -2587171 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2587222.000000 Penalty: 2991.806885
	Iteration 29Q: 3 clusters Score -2587222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2587264.250000 Penalty: 2991.806885
	Iteration 30Q: 3 clusters Score -2587264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2587289.750000 Penalty: 2991.806885
	Iteration 31Q: 3 clusters Score -2587290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2587310.500000 Penalty: 2991.806885
	Iteration 32Q: 3 clusters Score -2587310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2587325.250000 Penalty: 2991.806885
	Iteration 33Q: 3 clusters Score -2587325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2587348.250000 Penalty: 2991.806885
	Iteration 34Q: 3 clusters Score -2587348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2587362.000000 Penalty: 2991.806885
	Iteration 35Q: 3 clusters Score -2587362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2587375.500000 Penalty: 2991.806885
	Iteration 36Q: 3 clusters Score -2587376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2587385.000000 Penalty: 2991.806885
	Iteration 37Q: 3 clusters Score -2587385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2587395.500000 Penalty: 2991.806885
	Iteration 38Q: 3 clusters Score -2587396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2587402.750000 Penalty: 2991.806885
	Iteration 39Q: 3 clusters Score -2587403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2587410.000000 Penalty: 2991.806885
	Iteration 40F: 3 clusters Score -2587410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2587415.250000 Penalty: 2991.806885
	Iteration 41Q: 3 clusters Score -2587415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2587424.250000 Penalty: 2991.806885
	Iteration 42Q: 3 clusters Score -2587424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2587422.000000 Penalty: 2991.806885
	Iteration 43Q: 3 clusters Score -2587422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2587427.500000 Penalty: 2991.806885
	Iteration 44Q: 3 clusters Score -2587428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2587428.750000 Penalty: 2991.806885
	Iteration 45Q: 3 clusters Score -2587429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2587430.000000 Penalty: 2991.806885
	Iteration 46Q: 3 clusters Score -2587430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2587432.500000 Penalty: 2991.806885
	Iteration 47Q: 3 clusters Score -2587432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2587429.750000 Penalty: 2991.806885
	Iteration 48Q: 3 clusters Score -2587430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2587436.500000 Penalty: 2991.806885
	Iteration 49Q: 3 clusters Score -2587436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2587435.500000 Penalty: 2991.806885
	Iteration 50Q: 3 clusters Score -2587436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2587437.500000 Penalty: 2991.806885
	Iteration 51Q: 3 clusters Score -2587438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2587436.750000 Penalty: 2991.806885
	Iteration 52Q: 3 clusters Score -2587437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2587436.750000 Penalty: 2991.806885
	Iteration 53F: 3 clusters Score -2587437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Entering Unmasked Estep 
Score: -1689432.250000 Penalty: 1431.702393
	Iteration 0F: 2 clusters Score -1689432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1679567.000000 Penalty: 2863.404785
	Iteration 0F: 3 clusters Score -1679567 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1682953.250000 Penalty: 2863.404785
	Iteration 1F: 3 clusters Score -1682953 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1683333.750000 Penalty: 2863.404785
	Iteration 2F: 3 clusters Score -1683334 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1683608.375000 Penalty: 2863.404785
	Iteration 3Q: 3 clusters Score -1683608 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1683825.750000 Penalty: 2863.404785
	Iteration 4Q: 3 clusters Score -1683826 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1684010.125000 Penalty: 2863.404785
	Iteration 5Q: 3 clusters Score -1684010 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1684193.250000 Penalty: 2863.404785
	Iteration 6Q: 3 clusters Score -1684193 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1684400.250000 Penalty: 2863.404785
	Iteration 7Q: 3 clusters Score -1684400 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1684630.250000 Penalty: 2863.404785
	Iteration 8Q: 3 clusters Score -1684630 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1684905.875000 Penalty: 2863.404785
	Iteration 9Q: 3 clusters Score -1684906 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1685213.125000 Penalty: 2863.404785
	Iteration 10Q: 3 clusters Score -1685213 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1685536.750000 Penalty: 2863.404785
	Iteration 11Q: 3 clusters Score -1685537 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1685761.625000 Penalty: 2863.404785
	Iteration 12Q: 3 clusters Score -1685762 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1685934.000000 Penalty: 2863.404785
	Iteration 13Q: 3 clusters Score -1685934 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1686071.625000 Penalty: 2863.404785
	Iteration 14Q: 3 clusters Score -1686072 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1686163.250000 Penalty: 2863.404785
	Iteration 15Q: 3 clusters Score -1686163 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1686237.000000 Penalty: 2863.404785
	Iteration 16Q: 3 clusters Score -1686237 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1686300.375000 Penalty: 2863.404785
	Iteration 17Q: 3 clusters Score -1686300 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1686340.375000 Penalty: 2863.404785
	Iteration 18Q: 3 clusters Score -1686340 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1686369.500000 Penalty: 2863.404785
	Iteration 19Q: 3 clusters Score -1686370 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1686399.875000 Penalty: 2863.404785
	Iteration 20F: 3 clusters Score -1686400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1686421.875000 Penalty: 2863.404785
	Iteration 21Q: 3 clusters Score -1686422 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1686441.625000 Penalty: 2863.404785
	Iteration 22Q: 3 clusters Score -1686442 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1686466.500000 Penalty: 2863.404785
	Iteration 23Q: 3 clusters Score -1686466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1686479.500000 Penalty: 2863.404785
	Iteration 24Q: 3 clusters Score -1686480 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1686490.375000 Penalty: 2863.404785
	Iteration 25Q: 3 clusters Score -1686490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1686510.375000 Penalty: 2863.404785
	Iteration 26Q: 3 clusters Score -1686510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1686511.875000 Penalty: 2863.404785
	Iteration 27Q: 3 clusters Score -1686512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1686512.625000 Penalty: 2863.404785
	Iteration 28Q: 3 clusters Score -1686513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1686516.875000 Penalty: 2863.404785
	Iteration 29Q: 3 clusters Score -1686517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1686528.500000 Penalty: 2863.404785
	Iteration 30Q: 3 clusters Score -1686528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1686533.375000 Penalty: 2863.404785
	Iteration 31Q: 3 clusters Score -1686533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1686542.500000 Penalty: 2863.404785
	Iteration 32Q: 3 clusters Score -1686542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1686542.750000 Penalty: 2863.404785
	Iteration 33Q: 3 clusters Score -1686543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1686548.000000 Penalty: 2863.404785
	Iteration 34Q: 3 clusters Score -1686548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1686547.000000 Penalty: 2863.404785
	Iteration 35Q: 3 clusters Score -1686547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1686552.500000 Penalty: 2863.404785
	Iteration 36Q: 3 clusters Score -1686552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1686558.500000 Penalty: 2863.404785
	Iteration 37Q: 3 clusters Score -1686558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1686557.750000 Penalty: 2863.404785
	Iteration 38Q: 3 clusters Score -1686558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1686569.125000 Penalty: 2863.404785
	Iteration 39Q: 3 clusters Score -1686569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1686568.250000 Penalty: 2863.404785
	Iteration 40F: 3 clusters Score -1686568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1686573.000000 Penalty: 2863.404785
	Iteration 41Q: 3 clusters Score -1686573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1686571.625000 Penalty: 2863.404785
	Iteration 42Q: 3 clusters Score -1686572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1686573.750000 Penalty: 2863.404785
	Iteration 43Q: 3 clusters Score -1686574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1686575.625000 Penalty: 2863.404785
	Iteration 44Q: 3 clusters Score -1686576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1686571.000000 Penalty: 2863.404785
	Iteration 45Q: 3 clusters Score -1686571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1686576.000000 Penalty: 2863.404785
	Iteration 46Q: 3 clusters Score -1686576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1686577.125000 Penalty: 2863.404785
	Iteration 47Q: 3 clusters Score -1686577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1686578.375000 Penalty: 2863.404785
	Iteration 48Q: 3 clusters Score -1686578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1686577.875000 Penalty: 2863.404785
	Iteration 49Q: 3 clusters Score -1686578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1686578.500000 Penalty: 2863.404785
	Iteration 50Q: 3 clusters Score -1686578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1686576.000000 Penalty: 2863.404785
	Iteration 51Q: 3 clusters Score -1686576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1686576.250000 Penalty: 2863.404785
	Iteration 52Q: 3 clusters Score -1686576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1686577.375000 Penalty: 2863.404785
	Iteration 53Q: 3 clusters Score -1686577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1686576.750000 Penalty: 2863.404785
	Iteration 54Q: 3 clusters Score -1686577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1686576.750000 Penalty: 2863.404785
	Iteration 55F: 3 clusters Score -1686577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Entering Unmasked Estep 
Score: -2735004.250000 Penalty: 1503.343872
	Iteration 0F: 2 clusters Score -2735004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2719233.500000 Penalty: 3006.687744
	Iteration 0F: 3 clusters Score -2719234 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2724944.750000 Penalty: 3006.687744
	Iteration 1F: 3 clusters Score -2724945 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2725386.250000 Penalty: 3006.687744
	Iteration 2F: 3 clusters Score -2725386 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2725714.000000 Penalty: 3006.687744
	Iteration 3Q: 3 clusters Score -2725714 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2725980.000000 Penalty: 3006.687744
	Iteration 4Q: 3 clusters Score -2725980 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2726216.750000 Penalty: 3006.687744
	Iteration 5Q: 3 clusters Score -2726217 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2726390.000000 Penalty: 3006.687744
	Iteration 6Q: 3 clusters Score -2726390 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2726573.000000 Penalty: 3006.687744
	Iteration 7Q: 3 clusters Score -2726573 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2726731.250000 Penalty: 3006.687744
	Iteration 8Q: 3 clusters Score -2726731 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2726958.000000 Penalty: 3006.687744
	Iteration 9Q: 3 clusters Score -2726958 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2727164.250000 Penalty: 3006.687744
	Iteration 10Q: 3 clusters Score -2727164 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2727422.750000 Penalty: 3006.687744
	Iteration 11Q: 3 clusters Score -2727423 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2727682.500000 Penalty: 3006.687744
	Iteration 12Q: 3 clusters Score -2727682 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2728016.250000 Penalty: 3006.687744
	Iteration 13Q: 3 clusters Score -2728016 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2728454.250000 Penalty: 3006.687744
	Iteration 14Q: 3 clusters Score -2728454 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2728975.750000 Penalty: 3006.687744
	Iteration 15Q: 3 clusters Score -2728976 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2729564.000000 Penalty: 3006.687744
	Iteration 16Q: 3 clusters Score -2729564 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2730227.000000 Penalty: 3006.687744
	Iteration 17Q: 3 clusters Score -2730227 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2730922.250000 Penalty: 3006.687744
	Iteration 18Q: 3 clusters Score -2730922 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2731583.750000 Penalty: 3006.687744
	Iteration 19Q: 3 clusters Score -2731584 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2732206.750000 Penalty: 3006.687744
	Iteration 20F: 3 clusters Score -2732207 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2732723.750000 Penalty: 3006.687744
	Iteration 21Q: 3 clusters Score -2732724 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2733093.750000 Penalty: 3006.687744
	Iteration 22Q: 3 clusters Score -2733094 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2733356.500000 Penalty: 3006.687744
	Iteration 23Q: 3 clusters Score -2733356 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2733538.750000 Penalty: 3006.687744
	Iteration 24Q: 3 clusters Score -2733539 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2733663.500000 Penalty: 3006.687744
	Iteration 25Q: 3 clusters Score -2733664 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2733743.500000 Penalty: 3006.687744
	Iteration 26Q: 3 clusters Score -2733744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2733804.250000 Penalty: 3006.687744
	Iteration 27Q: 3 clusters Score -2733804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2733855.500000 Penalty: 3006.687744
	Iteration 28Q: 3 clusters Score -2733856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2733912.000000 Penalty: 3006.687744
	Iteration 29Q: 3 clusters Score -2733912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2733937.250000 Penalty: 3006.687744
	Iteration 30Q: 3 clusters Score -2733937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2733970.750000 Penalty: 3006.687744
	Iteration 31Q: 3 clusters Score -2733971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2733995.500000 Penalty: 3006.687744
	Iteration 32Q: 3 clusters Score -2733996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -2734011.250000 Penalty: 3006.687744
	Iteration 33Q: 3 clusters Score -2734011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2734033.000000 Penalty: 3006.687744
	Iteration 34Q: 3 clusters Score -2734033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2734058.750000 Penalty: 3006.687744
	Iteration 35Q: 3 clusters Score -2734059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2734078.250000 Penalty: 3006.687744
	Iteration 36Q: 3 clusters Score -2734078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2734094.500000 Penalty: 3006.687744
	Iteration 37Q: 3 clusters Score -2734094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2734102.250000 Penalty: 3006.687744
	Iteration 38Q: 3 clusters Score -2734102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2734107.750000 Penalty: 3006.687744
	Iteration 39Q: 3 clusters Score -2734108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2734109.750000 Penalty: 3006.687744
	Iteration 40F: 3 clusters Score -2734110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2734115.250000 Penalty: 3006.687744
	Iteration 41Q: 3 clusters Score -2734115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2734120.000000 Penalty: 3006.687744
	Iteration 42Q: 3 clusters Score -2734120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2734120.000000 Penalty: 3006.687744
	Iteration 43F: 3 clusters Score -2734120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -298560.562500 Penalty: 1181.823486
	Iteration 0F: 2 clusters Score -298560.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -296195.843750 Penalty: 2363.646973
	Iteration 0F: 3 clusters Score -296195.8 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -296785.906250 Penalty: 2363.646973
	Iteration 1F: 3 clusters Score -296785.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -296939.968750 Penalty: 2363.646973
	Iteration 2F: 3 clusters Score -296940 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -297034.593750 Penalty: 2363.646973
	Iteration 3F: 3 clusters Score -297034.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -297102.156250 Penalty: 2363.646973
	Iteration 4Q: 3 clusters Score -297102.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -297139.093750 Penalty: 2363.646973
	Iteration 5Q: 3 clusters Score -297139.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -297169.375000 Penalty: 2363.646973
	Iteration 6Q: 3 clusters Score -297169.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -297191.562500 Penalty: 2363.646973
	Iteration 7Q: 3 clusters Score -297191.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -297213.875000 Penalty: 2363.646973
	Iteration 8Q: 3 clusters Score -297213.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -297238.625000 Penalty: 2363.646973
	Iteration 9Q: 3 clusters Score -297238.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -297251.500000 Penalty: 2363.646973
	Iteration 10Q: 3 clusters Score -297251.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -297256.781250 Penalty: 2363.646973
	Iteration 11Q: 3 clusters Score -297256.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -297263.593750 Penalty: 2363.646973
	Iteration 12Q: 3 clusters Score -297263.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -297268.625000 Penalty: 2363.646973
	Iteration 13Q: 3 clusters Score -297268.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -297273.125000 Penalty: 2363.646973
	Iteration 14Q: 3 clusters Score -297273.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -297279.343750 Penalty: 2363.646973
	Iteration 15Q: 3 clusters Score -297279.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -297289.062500 Penalty: 2363.646973
	Iteration 16Q: 3 clusters Score -297289.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -297303.062500 Penalty: 2363.646973
	Iteration 17Q: 3 clusters Score -297303.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -297317.281250 Penalty: 2363.646973
	Iteration 18Q: 3 clusters Score -297317.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -297341.000000 Penalty: 2363.646973
	Iteration 19Q: 3 clusters Score -297341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -297368.531250 Penalty: 2363.646973
	Iteration 20F: 3 clusters Score -297368.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -297383.718750 Penalty: 2363.646973
	Iteration 21Q: 3 clusters Score -297383.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -297394.468750 Penalty: 2363.646973
	Iteration 22Q: 3 clusters Score -297394.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -297405.468750 Penalty: 2363.646973
	Iteration 23Q: 3 clusters Score -297405.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -297422.562500 Penalty: 2363.646973
	Iteration 24Q: 3 clusters Score -297422.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -297437.812500 Penalty: 2363.646973
	Iteration 25Q: 3 clusters Score -297437.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -297449.750000 Penalty: 2363.646973
	Iteration 26Q: 3 clusters Score -297449.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -297459.687500 Penalty: 2363.646973
	Iteration 27Q: 3 clusters Score -297459.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -297472.968750 Penalty: 2363.646973
	Iteration 28Q: 3 clusters Score -297473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -297482.250000 Penalty: 2363.646973
	Iteration 29Q: 3 clusters Score -297482.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -297493.750000 Penalty: 2363.646973
	Iteration 30Q: 3 clusters Score -297493.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -297504.562500 Penalty: 2363.646973
	Iteration 31Q: 3 clusters Score -297504.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -297515.687500 Penalty: 2363.646973
	Iteration 32Q: 3 clusters Score -297515.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -297531.062500 Penalty: 2363.646973
	Iteration 33Q: 3 clusters Score -297531.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -297548.406250 Penalty: 2363.646973
	Iteration 34Q: 3 clusters Score -297548.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -297569.812500 Penalty: 2363.646973
	Iteration 35Q: 3 clusters Score -297569.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -297584.343750 Penalty: 2363.646973
	Iteration 36Q: 3 clusters Score -297584.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -297601.343750 Penalty: 2363.646973
	Iteration 37Q: 3 clusters Score -297601.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -297618.156250 Penalty: 2363.646973
	Iteration 38Q: 3 clusters Score -297618.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -297631.562500 Penalty: 2363.646973
	Iteration 39Q: 3 clusters Score -297631.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -297652.375000 Penalty: 2363.646973
	Iteration 40F: 3 clusters Score -297652.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -297670.562500 Penalty: 2363.646973
	Iteration 41Q: 3 clusters Score -297670.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -297686.750000 Penalty: 2363.646973
	Iteration 42Q: 3 clusters Score -297686.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -297706.812500 Penalty: 2363.646973
	Iteration 43Q: 3 clusters Score -297706.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -297733.843750 Penalty: 2363.646973
	Iteration 44Q: 3 clusters Score -297733.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -297757.718750 Penalty: 2363.646973
	Iteration 45Q: 3 clusters Score -297757.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -297779.375000 Penalty: 2363.646973
	Iteration 46Q: 3 clusters Score -297779.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -297795.281250 Penalty: 2363.646973
	Iteration 47Q: 3 clusters Score -297795.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -297804.781250 Penalty: 2363.646973
	Iteration 48Q: 3 clusters Score -297804.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -297816.468750 Penalty: 2363.646973
	Iteration 49Q: 3 clusters Score -297816.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -297822.437500 Penalty: 2363.646973
	Iteration 50Q: 3 clusters Score -297822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -297826.218750 Penalty: 2363.646973
	Iteration 51Q: 3 clusters Score -297826.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -297832.968750 Penalty: 2363.646973
	Iteration 52Q: 3 clusters Score -297833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -297836.375000 Penalty: 2363.646973
	Iteration 53Q: 3 clusters Score -297836.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -297842.750000 Penalty: 2363.646973
	Iteration 54Q: 3 clusters Score -297842.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -297850.031250 Penalty: 2363.646973
	Iteration 55Q: 3 clusters Score -297850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -297853.781250 Penalty: 2363.646973
	Iteration 56Q: 3 clusters Score -297853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -297857.000000 Penalty: 2363.646973
	Iteration 57Q: 3 clusters Score -297857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -297862.093750 Penalty: 2363.646973
	Iteration 58Q: 3 clusters Score -297862.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -297867.937500 Penalty: 2363.646973
	Iteration 59Q: 3 clusters Score -297867.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -297875.906250 Penalty: 2363.646973
	Iteration 60F: 3 clusters Score -297875.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -297880.875000 Penalty: 2363.646973
	Iteration 61Q: 3 clusters Score -297880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -297884.843750 Penalty: 2363.646973
	Iteration 62Q: 3 clusters Score -297884.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -297891.750000 Penalty: 2363.646973
	Iteration 63Q: 3 clusters Score -297891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -297894.312500 Penalty: 2363.646973
	Iteration 64Q: 3 clusters Score -297894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -297897.343750 Penalty: 2363.646973
	Iteration 65Q: 3 clusters Score -297897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -297901.343750 Penalty: 2363.646973
	Iteration 66Q: 3 clusters Score -297901.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -297906.375000 Penalty: 2363.646973
	Iteration 67Q: 3 clusters Score -297906.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -297915.593750 Penalty: 2363.646973
	Iteration 68Q: 3 clusters Score -297915.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -297925.500000 Penalty: 2363.646973
	Iteration 69Q: 3 clusters Score -297925.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -297931.312500 Penalty: 2363.646973
	Iteration 70Q: 3 clusters Score -297931.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -297933.781250 Penalty: 2363.646973
	Iteration 71Q: 3 clusters Score -297933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -297934.437500 Penalty: 2363.646973
	Iteration 72Q: 3 clusters Score -297934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -297936.437500 Penalty: 2363.646973
	Iteration 73Q: 3 clusters Score -297936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -297937.218750 Penalty: 2363.646973
	Iteration 74Q: 3 clusters Score -297937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -297938.062500 Penalty: 2363.646973
	Iteration 75Q: 3 clusters Score -297938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -297940.468750 Penalty: 2363.646973
	Iteration 76Q: 3 clusters Score -297940.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -297942.187500 Penalty: 2363.646973
	Iteration 77Q: 3 clusters Score -297942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -297943.937500 Penalty: 2363.646973
	Iteration 78Q: 3 clusters Score -297943.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -297950.250000 Penalty: 2363.646973
	Iteration 79Q: 3 clusters Score -297950.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -297957.656250 Penalty: 2363.646973
	Iteration 80F: 3 clusters Score -297957.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -297962.281250 Penalty: 2363.646973
	Iteration 81Q: 3 clusters Score -297962.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -297968.968750 Penalty: 2363.646973
	Iteration 82Q: 3 clusters Score -297969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -297979.187500 Penalty: 2363.646973
	Iteration 83Q: 3 clusters Score -297979.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -297988.718750 Penalty: 2363.646973
	Iteration 84Q: 3 clusters Score -297988.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -298003.593750 Penalty: 2363.646973
	Iteration 85Q: 3 clusters Score -298003.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -298014.968750 Penalty: 2363.646973
	Iteration 86Q: 3 clusters Score -298015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -298024.812500 Penalty: 2363.646973
	Iteration 87Q: 3 clusters Score -298024.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -298030.906250 Penalty: 2363.646973
	Iteration 88Q: 3 clusters Score -298030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -298037.093750 Penalty: 2363.646973
	Iteration 89Q: 3 clusters Score -298037.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -298042.218750 Penalty: 2363.646973
	Iteration 90Q: 3 clusters Score -298042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -298045.750000 Penalty: 2363.646973
	Iteration 91Q: 3 clusters Score -298045.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -298048.781250 Penalty: 2363.646973
	Iteration 92Q: 3 clusters Score -298048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -298050.593750 Penalty: 2363.646973
	Iteration 93Q: 3 clusters Score -298050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -298052.500000 Penalty: 2363.646973
	Iteration 94Q: 3 clusters Score -298052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -298053.906250 Penalty: 2363.646973
	Iteration 95Q: 3 clusters Score -298053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -298055.875000 Penalty: 2363.646973
	Iteration 96Q: 3 clusters Score -298055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -298056.812500 Penalty: 2363.646973
	Iteration 97Q: 3 clusters Score -298056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -298058.187500 Penalty: 2363.646973
	Iteration 98Q: 3 clusters Score -298058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -298060.375000 Penalty: 2363.646973
	Iteration 99Q: 3 clusters Score -298060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -298063.062500 Penalty: 2363.646973
	Iteration 100F: 3 clusters Score -298063.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -298064.156250 Penalty: 2363.646973
	Iteration 101Q: 3 clusters Score -298064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -298064.281250 Penalty: 2363.646973
	Iteration 102Q: 3 clusters Score -298064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -298063.906250 Penalty: 2363.646973
	Iteration 103Q: 3 clusters Score -298063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -298065.000000 Penalty: 2363.646973
	Iteration 104Q: 3 clusters Score -298065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -298065.000000 Penalty: 2363.646973
	Iteration 105F: 3 clusters Score -298065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Entering Unmasked Estep 
Score: -1418517.750000 Penalty: 1409.251953
	Iteration 0F: 2 clusters Score -1418518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1409852.125000 Penalty: 2818.503906
	Iteration 0F: 3 clusters Score -1409852 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1412727.375000 Penalty: 2818.503906
	Iteration 1F: 3 clusters Score -1412727 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1412973.625000 Penalty: 2818.503906
	Iteration 2F: 3 clusters Score -1412974 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1413171.375000 Penalty: 2818.503906
	Iteration 3Q: 3 clusters Score -1413171 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1413347.750000 Penalty: 2818.503906
	Iteration 4Q: 3 clusters Score -1413348 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1413493.500000 Penalty: 2818.503906
	Iteration 5Q: 3 clusters Score -1413494 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1413608.500000 Penalty: 2818.503906
	Iteration 6Q: 3 clusters Score -1413608 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1413726.625000 Penalty: 2818.503906
	Iteration 7Q: 3 clusters Score -1413727 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1413840.875000 Penalty: 2818.503906
	Iteration 8Q: 3 clusters Score -1413841 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1413962.625000 Penalty: 2818.503906
	Iteration 9Q: 3 clusters Score -1413963 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1414097.250000 Penalty: 2818.503906
	Iteration 10Q: 3 clusters Score -1414097 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1414254.375000 Penalty: 2818.503906
	Iteration 11Q: 3 clusters Score -1414254 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1414434.250000 Penalty: 2818.503906
	Iteration 12Q: 3 clusters Score -1414434 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1414651.375000 Penalty: 2818.503906
	Iteration 13Q: 3 clusters Score -1414651 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1414907.625000 Penalty: 2818.503906
	Iteration 14Q: 3 clusters Score -1414908 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1415189.500000 Penalty: 2818.503906
	Iteration 15Q: 3 clusters Score -1415190 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1415510.000000 Penalty: 2818.503906
	Iteration 16Q: 3 clusters Score -1415510 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1415864.875000 Penalty: 2818.503906
	Iteration 17Q: 3 clusters Score -1415865 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1416247.500000 Penalty: 2818.503906
	Iteration 18Q: 3 clusters Score -1416248 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1416579.625000 Penalty: 2818.503906
	Iteration 19Q: 3 clusters Score -1416580 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1416839.625000 Penalty: 2818.503906
	Iteration 20F: 3 clusters Score -1416840 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1417023.750000 Penalty: 2818.503906
	Iteration 21Q: 3 clusters Score -1417024 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1417141.250000 Penalty: 2818.503906
	Iteration 22Q: 3 clusters Score -1417141 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1417226.625000 Penalty: 2818.503906
	Iteration 23Q: 3 clusters Score -1417227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1417275.250000 Penalty: 2818.503906
	Iteration 24Q: 3 clusters Score -1417275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1417307.125000 Penalty: 2818.503906
	Iteration 25Q: 3 clusters Score -1417307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1417334.875000 Penalty: 2818.503906
	Iteration 26Q: 3 clusters Score -1417335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1417350.375000 Penalty: 2818.503906
	Iteration 27Q: 3 clusters Score -1417350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1417368.875000 Penalty: 2818.503906
	Iteration 28Q: 3 clusters Score -1417369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1417383.750000 Penalty: 2818.503906
	Iteration 29Q: 3 clusters Score -1417384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1417393.000000 Penalty: 2818.503906
	Iteration 30Q: 3 clusters Score -1417393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1417399.500000 Penalty: 2818.503906
	Iteration 31Q: 3 clusters Score -1417400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1417403.000000 Penalty: 2818.503906
	Iteration 32Q: 3 clusters Score -1417403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1417405.750000 Penalty: 2818.503906
	Iteration 33Q: 3 clusters Score -1417406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1417406.625000 Penalty: 2818.503906
	Iteration 34Q: 3 clusters Score -1417407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1417406.625000 Penalty: 2818.503906
	Iteration 35F: 3 clusters Score -1417407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -153683.312500 Penalty: 1088.998657
	Iteration 0F: 2 clusters Score -153683.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -152080.609375 Penalty: 2177.997314
	Iteration 0F: 3 clusters Score -152080.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152431.921875 Penalty: 2177.997314
	Iteration 1F: 3 clusters Score -152431.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152522.031250 Penalty: 2177.997314
	Iteration 2F: 3 clusters Score -152522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -152578.781250 Penalty: 2177.997314
	Iteration 3Q: 3 clusters Score -152578.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -152606.609375 Penalty: 2177.997314
	Iteration 4Q: 3 clusters Score -152606.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -152644.406250 Penalty: 2177.997314
	Iteration 5Q: 3 clusters Score -152644.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152662.109375 Penalty: 2177.997314
	Iteration 6Q: 3 clusters Score -152662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152674.421875 Penalty: 2177.997314
	Iteration 7Q: 3 clusters Score -152674.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -152683.484375 Penalty: 2177.997314
	Iteration 8Q: 3 clusters Score -152683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152692.828125 Penalty: 2177.997314
	Iteration 9Q: 3 clusters Score -152692.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152709.718750 Penalty: 2177.997314
	Iteration 10Q: 3 clusters Score -152709.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152724.031250 Penalty: 2177.997314
	Iteration 11Q: 3 clusters Score -152724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -152732.296875 Penalty: 2177.997314
	Iteration 12Q: 3 clusters Score -152732.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152739.468750 Penalty: 2177.997314
	Iteration 13Q: 3 clusters Score -152739.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152744.906250 Penalty: 2177.997314
	Iteration 14Q: 3 clusters Score -152744.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152747.890625 Penalty: 2177.997314
	Iteration 15Q: 3 clusters Score -152747.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -152749.703125 Penalty: 2177.997314
	Iteration 16Q: 3 clusters Score -152749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -152751.281250 Penalty: 2177.997314
	Iteration 17Q: 3 clusters Score -152751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152755.015625 Penalty: 2177.997314
	Iteration 18Q: 3 clusters Score -152755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152759.562500 Penalty: 2177.997314
	Iteration 19Q: 3 clusters Score -152759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152764.062500 Penalty: 2177.997314
	Iteration 20F: 3 clusters Score -152764.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152767.796875 Penalty: 2177.997314
	Iteration 21Q: 3 clusters Score -152767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -152771.609375 Penalty: 2177.997314
	Iteration 22Q: 3 clusters Score -152771.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -152775.437500 Penalty: 2177.997314
	Iteration 23Q: 3 clusters Score -152775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -152775.437500 Penalty: 2177.997314
	Iteration 24F: 3 clusters Score -152775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Entering Unmasked Estep 
Score: -2097958.250000 Penalty: 1469.604370
	Iteration 0F: 2 clusters Score -2097958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2085341.250000 Penalty: 2939.208740
	Iteration 0F: 3 clusters Score -2085341 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2089960.250000 Penalty: 2939.208740
	Iteration 1F: 3 clusters Score -2089960 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2090501.875000 Penalty: 2939.208740
	Iteration 2F: 3 clusters Score -2090502 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2091011.250000 Penalty: 2939.208740
	Iteration 3F: 3 clusters Score -2091011 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2091477.750000 Penalty: 2939.208740
	Iteration 4Q: 3 clusters Score -2091478 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2091927.125000 Penalty: 2939.208740
	Iteration 5Q: 3 clusters Score -2091927 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2092397.750000 Penalty: 2939.208740
	Iteration 6Q: 3 clusters Score -2092398 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2092904.000000 Penalty: 2939.208740
	Iteration 7Q: 3 clusters Score -2092904 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2093466.500000 Penalty: 2939.208740
	Iteration 8Q: 3 clusters Score -2093466 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2094082.375000 Penalty: 2939.208740
	Iteration 9Q: 3 clusters Score -2094082 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2094641.000000 Penalty: 2939.208740
	Iteration 10Q: 3 clusters Score -2094641 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2095115.500000 Penalty: 2939.208740
	Iteration 11Q: 3 clusters Score -2095116 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2095411.125000 Penalty: 2939.208740
	Iteration 12Q: 3 clusters Score -2095411 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2095603.250000 Penalty: 2939.208740
	Iteration 13Q: 3 clusters Score -2095603 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2095739.000000 Penalty: 2939.208740
	Iteration 14Q: 3 clusters Score -2095739 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2095855.500000 Penalty: 2939.208740
	Iteration 15Q: 3 clusters Score -2095856 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2095953.750000 Penalty: 2939.208740
	Iteration 16Q: 3 clusters Score -2095954 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2096019.375000 Penalty: 2939.208740
	Iteration 17Q: 3 clusters Score -2096019 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2096084.250000 Penalty: 2939.208740
	Iteration 18Q: 3 clusters Score -2096084 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2096138.125000 Penalty: 2939.208740
	Iteration 19Q: 3 clusters Score -2096138 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2096208.875000 Penalty: 2939.208740
	Iteration 20F: 3 clusters Score -2096209 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2096273.750000 Penalty: 2939.208740
	Iteration 21Q: 3 clusters Score -2096274 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2096338.375000 Penalty: 2939.208740
	Iteration 22Q: 3 clusters Score -2096338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2096385.875000 Penalty: 2939.208740
	Iteration 23Q: 3 clusters Score -2096386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2096415.125000 Penalty: 2939.208740
	Iteration 24Q: 3 clusters Score -2096415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2096456.375000 Penalty: 2939.208740
	Iteration 25Q: 3 clusters Score -2096456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2096491.750000 Penalty: 2939.208740
	Iteration 26Q: 3 clusters Score -2096492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2096523.875000 Penalty: 2939.208740
	Iteration 27Q: 3 clusters Score -2096524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2096554.875000 Penalty: 2939.208740
	Iteration 28Q: 3 clusters Score -2096555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2096575.000000 Penalty: 2939.208740
	Iteration 29Q: 3 clusters Score -2096575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2096601.000000 Penalty: 2939.208740
	Iteration 30Q: 3 clusters Score -2096601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2096631.375000 Penalty: 2939.208740
	Iteration 31Q: 3 clusters Score -2096631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2096650.750000 Penalty: 2939.208740
	Iteration 32Q: 3 clusters Score -2096651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2096671.625000 Penalty: 2939.208740
	Iteration 33Q: 3 clusters Score -2096672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2096695.375000 Penalty: 2939.208740
	Iteration 34Q: 3 clusters Score -2096695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2096725.125000 Penalty: 2939.208740
	Iteration 35Q: 3 clusters Score -2096725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2096740.250000 Penalty: 2939.208740
	Iteration 36Q: 3 clusters Score -2096740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2096763.750000 Penalty: 2939.208740
	Iteration 37Q: 3 clusters Score -2096764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2096781.750000 Penalty: 2939.208740
	Iteration 38Q: 3 clusters Score -2096782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2096788.000000 Penalty: 2939.208740
	Iteration 39Q: 3 clusters Score -2096788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2096790.375000 Penalty: 2939.208740
	Iteration 40F: 3 clusters Score -2096790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2096798.500000 Penalty: 2939.208740
	Iteration 41Q: 3 clusters Score -2096798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2096796.375000 Penalty: 2939.208740
	Iteration 42Q: 3 clusters Score -2096796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2096801.125000 Penalty: 2939.208740
	Iteration 43Q: 3 clusters Score -2096801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2096801.375000 Penalty: 2939.208740
	Iteration 44Q: 3 clusters Score -2096801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2096801.375000 Penalty: 2939.208740
	Iteration 45Q: 3 clusters Score -2096801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2096804.500000 Penalty: 2939.208740
	Iteration 46Q: 3 clusters Score -2096804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2096807.500000 Penalty: 2939.208740
	Iteration 47Q: 3 clusters Score -2096808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2096808.625000 Penalty: 2939.208740
	Iteration 48Q: 3 clusters Score -2096809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2096816.250000 Penalty: 2939.208740
	Iteration 49Q: 3 clusters Score -2096816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2096815.125000 Penalty: 2939.208740
	Iteration 50Q: 3 clusters Score -2096815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2096817.875000 Penalty: 2939.208740
	Iteration 51Q: 3 clusters Score -2096818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2096819.625000 Penalty: 2939.208740
	Iteration 52Q: 3 clusters Score -2096820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2096821.375000 Penalty: 2939.208740
	Iteration 53Q: 3 clusters Score -2096821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2096822.375000 Penalty: 2939.208740
	Iteration 54Q: 3 clusters Score -2096822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2096826.875000 Penalty: 2939.208740
	Iteration 55Q: 3 clusters Score -2096827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2096828.750000 Penalty: 2939.208740
	Iteration 56Q: 3 clusters Score -2096829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2096830.500000 Penalty: 2939.208740
	Iteration 57Q: 3 clusters Score -2096830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2096830.500000 Penalty: 2939.208740
	Iteration 58F: 3 clusters Score -2096830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -139416.968750 Penalty: 1065.764771
	Iteration 0F: 2 clusters Score -139417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -137972.046875 Penalty: 2131.529541
	Iteration 0F: 3 clusters Score -137972 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -138289.453125 Penalty: 2131.529541
	Iteration 1F: 3 clusters Score -138289.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -138377.062500 Penalty: 2131.529541
	Iteration 2F: 3 clusters Score -138377.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -138417.656250 Penalty: 2131.529541
	Iteration 3Q: 3 clusters Score -138417.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -138441.828125 Penalty: 2131.529541
	Iteration 4Q: 3 clusters Score -138441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -138455.921875 Penalty: 2131.529541
	Iteration 5Q: 3 clusters Score -138455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -138466.953125 Penalty: 2131.529541
	Iteration 6Q: 3 clusters Score -138467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -138476.531250 Penalty: 2131.529541
	Iteration 7Q: 3 clusters Score -138476.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -138484.062500 Penalty: 2131.529541
	Iteration 8Q: 3 clusters Score -138484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -138493.859375 Penalty: 2131.529541
	Iteration 9Q: 3 clusters Score -138493.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138497.359375 Penalty: 2131.529541
	Iteration 10Q: 3 clusters Score -138497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -138499.875000 Penalty: 2131.529541
	Iteration 11Q: 3 clusters Score -138499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138500.562500 Penalty: 2131.529541
	Iteration 12Q: 3 clusters Score -138500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138500.562500 Penalty: 2131.529541
	Iteration 13F: 3 clusters Score -138500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 36550 members 
Mstep: Class 3 contains 27958 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 49330 members 
Mstep: Class 6 contains 19534 members 
Mstep: Class 7 contains 40254 members 
Mstep: Class 8 contains 25047 members 
Mstep: Class 9 contains 38641 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37305 members 
Mstep: Class 12 contains 21361 members 
Mstep: Class 13 contains 92435 members 
Mstep: Class 14 contains 86536 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 16423 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 20 contains 23228 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 12975 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19465 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78907536.000000 Penalty: 60297.722656
Iteration 159Q: 31 clusters Score -7.890754e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 37031 members 
Mstep: Class 3 contains 28015 members 
Mstep: Class 4 contains 2007 members 
Mstep: Class 5 contains 49330 members 
Mstep: Class 6 contains 19535 members 
Mstep: Class 7 contains 40694 members 
Mstep: Class 8 contains 24486 members 
Mstep: Class 9 contains 38659 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37278 members 
Mstep: Class 12 contains 21457 members 
Mstep: Class 13 contains 92413 members 
Mstep: Class 14 contains 86106 members 
Mstep: Class 15 contains 19198 members 
Mstep: Class 16 contains 3046 members 
Mstep: Class 17 contains 17205 members 
Mstep: Class 18 contains 4138 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23194 members 
Mstep: Class 21 contains 15148 members 
Mstep: Class 22 contains 24454 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 12898 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19442 members 
Mstep: Class 27 contains 1290 members 
Mstep: Class 28 contains 26980 members 
Mstep: Class 29 contains 47298 members 
Mstep: Class 30 contains 14236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78912536.000000 Penalty: 60297.722656
Iteration 160F: 31 clusters Score -7.891254e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 37072 members 
Mstep: Class 3 contains 27946 members 
Mstep: Class 4 contains 1869 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19535 members 
Mstep: Class 7 contains 40663 members 
Mstep: Class 8 contains 22952 members 
Mstep: Class 9 contains 38610 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37225 members 
Mstep: Class 12 contains 21444 members 
Mstep: Class 13 contains 92395 members 
Mstep: Class 14 contains 86051 members 
Mstep: Class 15 contains 19149 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 17 contains 17500 members 
Mstep: Class 18 contains 4138 members 
Mstep: Class 19 contains 1475 members 
Mstep: Class 20 contains 23118 members 
Mstep: Class 21 contains 15146 members 
Mstep: Class 22 contains 24434 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 12850 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19458 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 27362 members 
Mstep: Class 29 contains 48456 members 
Mstep: Class 30 contains 14682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78914104.000000 Penalty: 60297.722656
Iteration 161Q: 31 clusters Score -7.89141e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 37053 members 
Mstep: Class 3 contains 27934 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 49320 members 
Mstep: Class 6 contains 19535 members 
Mstep: Class 7 contains 40682 members 
Mstep: Class 8 contains 22149 members 
Mstep: Class 9 contains 38608 members 
Mstep: Class 10 contains 5710 members 
Mstep: Class 11 contains 37208 members 
Mstep: Class 12 contains 21446 members 
Mstep: Class 13 contains 92392 members 
Mstep: Class 14 contains 86132 members 
Mstep: Class 15 contains 19145 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 17654 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 1385 members 
Mstep: Class 20 contains 23094 members 
Mstep: Class 21 contains 15156 members 
Mstep: Class 22 contains 24442 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 12819 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19502 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27463 members 
Mstep: Class 29 contains 48850 members 
Mstep: Class 30 contains 14848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78914392.000000 Penalty: 60297.722656
Iteration 162Q: 31 clusters Score -7.891439e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 37028 members 
Mstep: Class 3 contains 27933 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 49315 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40705 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 38612 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 37206 members 
Mstep: Class 12 contains 21445 members 
Mstep: Class 13 contains 92398 members 
Mstep: Class 14 contains 86217 members 
Mstep: Class 15 contains 19153 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 17731 members 
Mstep: Class 18 contains 4129 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 23095 members 
Mstep: Class 21 contains 15156 members 
Mstep: Class 22 contains 24445 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 12795 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19538 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27488 members 
Mstep: Class 29 contains 49032 members 
Mstep: Class 30 contains 14932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78914640.000000 Penalty: 60297.722656
Iteration 163Q: 31 clusters Score -7.891464e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 37005 members 
Mstep: Class 3 contains 27935 members 
Mstep: Class 4 contains 1712 members 
Mstep: Class 5 contains 49314 members 
Mstep: Class 6 contains 19535 members 
Mstep: Class 7 contains 40733 members 
Mstep: Class 8 contains 21426 members 
Mstep: Class 9 contains 38621 members 
Mstep: Class 10 contains 5712 members 
Mstep: Class 11 contains 37203 members 
Mstep: Class 12 contains 21455 members 
Mstep: Class 13 contains 92395 members 
Mstep: Class 14 contains 86277 members 
Mstep: Class 15 contains 19150 members 
Mstep: Class 16 contains 3386 members 
Mstep: Class 17 contains 17777 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 1306 members 
Mstep: Class 20 contains 23090 members 
Mstep: Class 21 contains 15160 members 
Mstep: Class 22 contains 24451 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 12774 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19572 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27495 members 
Mstep: Class 29 contains 49147 members 
Mstep: Class 30 contains 14963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78914816.000000 Penalty: 60297.722656
Iteration 164Q: 31 clusters Score -7.891482e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 36982 members 
Mstep: Class 3 contains 27936 members 
Mstep: Class 4 contains 1699 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19535 members 
Mstep: Class 7 contains 40749 members 
Mstep: Class 8 contains 21271 members 
Mstep: Class 9 contains 38615 members 
Mstep: Class 10 contains 5714 members 
Mstep: Class 11 contains 37203 members 
Mstep: Class 12 contains 21470 members 
Mstep: Class 13 contains 92396 members 
Mstep: Class 14 contains 86311 members 
Mstep: Class 15 contains 19150 members 
Mstep: Class 16 contains 3420 members 
Mstep: Class 17 contains 17802 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 1296 members 
Mstep: Class 20 contains 23088 members 
Mstep: Class 21 contains 15160 members 
Mstep: Class 22 contains 24450 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12752 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19600 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 27503 members 
Mstep: Class 29 contains 49210 members 
Mstep: Class 30 contains 14979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78914984.000000 Penalty: 60297.722656
Iteration 165Q: 31 clusters Score -7.891498e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 36971 members 
Mstep: Class 3 contains 27935 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 49314 members 
Mstep: Class 6 contains 19535 members 
Mstep: Class 7 contains 40764 members 
Mstep: Class 8 contains 21192 members 
Mstep: Class 9 contains 38617 members 
Mstep: Class 10 contains 5713 members 
Mstep: Class 11 contains 37200 members 
Mstep: Class 12 contains 21477 members 
Mstep: Class 13 contains 92391 members 
Mstep: Class 14 contains 86345 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 17823 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 1293 members 
Mstep: Class 20 contains 23086 members 
Mstep: Class 21 contains 15159 members 
Mstep: Class 22 contains 24446 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 12735 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19622 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 27511 members 
Mstep: Class 29 contains 49254 members 
Mstep: Class 30 contains 14989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915208.000000 Penalty: 60297.722656
Iteration 166Q: 31 clusters Score -7.891521e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 36966 members 
Mstep: Class 3 contains 27939 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 49311 members 
Mstep: Class 6 contains 19535 members 
Mstep: Class 7 contains 40770 members 
Mstep: Class 8 contains 21114 members 
Mstep: Class 9 contains 38614 members 
Mstep: Class 10 contains 5714 members 
Mstep: Class 11 contains 37196 members 
Mstep: Class 12 contains 21481 members 
Mstep: Class 13 contains 92390 members 
Mstep: Class 14 contains 86365 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 17 contains 17837 members 
Mstep: Class 18 contains 4128 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15153 members 
Mstep: Class 22 contains 24440 members 
Mstep: Class 23 contains 2815 members 
Mstep: Class 24 contains 12722 members 
Mstep: Class 25 contains 1508 members 
Mstep: Class 26 contains 19638 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27514 members 
Mstep: Class 29 contains 49288 members 
Mstep: Class 30 contains 15000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915272.000000 Penalty: 60297.722656
Iteration 167Q: 31 clusters Score -7.891527e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 36967 members 
Mstep: Class 3 contains 27942 members 
Mstep: Class 4 contains 1655 members 
Mstep: Class 5 contains 49311 members 
Mstep: Class 6 contains 19534 members 
Mstep: Class 7 contains 40777 members 
Mstep: Class 8 contains 21067 members 
Mstep: Class 9 contains 38610 members 
Mstep: Class 10 contains 5714 members 
Mstep: Class 11 contains 37193 members 
Mstep: Class 12 contains 21483 members 
Mstep: Class 13 contains 92387 members 
Mstep: Class 14 contains 86373 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 3461 members 
Mstep: Class 17 contains 17843 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 1345 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15150 members 
Mstep: Class 22 contains 24438 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 12716 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 19656 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 27511 members 
Mstep: Class 29 contains 49308 members 
Mstep: Class 30 contains 15009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915488.000000 Penalty: 60297.722656
Iteration 168Q: 31 clusters Score -7.891549e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 36962 members 
Mstep: Class 3 contains 27933 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 49313 members 
Mstep: Class 6 contains 19533 members 
Mstep: Class 7 contains 40783 members 
Mstep: Class 8 contains 21024 members 
Mstep: Class 9 contains 38606 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37187 members 
Mstep: Class 12 contains 21483 members 
Mstep: Class 13 contains 92383 members 
Mstep: Class 14 contains 86381 members 
Mstep: Class 15 contains 19145 members 
Mstep: Class 16 contains 3468 members 
Mstep: Class 17 contains 17847 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 1388 members 
Mstep: Class 20 contains 23082 members 
Mstep: Class 21 contains 15141 members 
Mstep: Class 22 contains 24435 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12710 members 
Mstep: Class 25 contains 1510 members 
Mstep: Class 26 contains 19677 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 27514 members 
Mstep: Class 29 contains 49322 members 
Mstep: Class 30 contains 15012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915296.000000 Penalty: 60297.722656
Iteration 169Q: 31 clusters Score -7.89153e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 36962 members 
Mstep: Class 3 contains 27930 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 49315 members 
Mstep: Class 6 contains 19532 members 
Mstep: Class 7 contains 40791 members 
Mstep: Class 8 contains 20990 members 
Mstep: Class 9 contains 38606 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37182 members 
Mstep: Class 12 contains 21482 members 
Mstep: Class 13 contains 92383 members 
Mstep: Class 14 contains 86384 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 17852 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 1429 members 
Mstep: Class 20 contains 23086 members 
Mstep: Class 21 contains 15134 members 
Mstep: Class 22 contains 24426 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12706 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 19689 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 27516 members 
Mstep: Class 29 contains 49324 members 
Mstep: Class 30 contains 15015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915400.000000 Penalty: 60297.722656
Iteration 170Q: 31 clusters Score -7.89154e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 36960 members 
Mstep: Class 3 contains 27926 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 49313 members 
Mstep: Class 6 contains 19533 members 
Mstep: Class 7 contains 40797 members 
Mstep: Class 8 contains 20973 members 
Mstep: Class 9 contains 38602 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37179 members 
Mstep: Class 12 contains 21481 members 
Mstep: Class 13 contains 92379 members 
Mstep: Class 14 contains 86393 members 
Mstep: Class 15 contains 19143 members 
Mstep: Class 16 contains 3467 members 
Mstep: Class 17 contains 17853 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 23085 members 
Mstep: Class 21 contains 15132 members 
Mstep: Class 22 contains 24424 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12706 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19700 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 27517 members 
Mstep: Class 29 contains 49324 members 
Mstep: Class 30 contains 15016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915440.000000 Penalty: 60297.722656
Iteration 171Q: 31 clusters Score -7.891544e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 36958 members 
Mstep: Class 3 contains 27921 members 
Mstep: Class 4 contains 1644 members 
Mstep: Class 5 contains 49315 members 
Mstep: Class 6 contains 19535 members 
Mstep: Class 7 contains 40799 members 
Mstep: Class 8 contains 20959 members 
Mstep: Class 9 contains 38596 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37180 members 
Mstep: Class 12 contains 21482 members 
Mstep: Class 13 contains 92376 members 
Mstep: Class 14 contains 86401 members 
Mstep: Class 15 contains 19143 members 
Mstep: Class 16 contains 3466 members 
Mstep: Class 17 contains 17855 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 23085 members 
Mstep: Class 21 contains 15129 members 
Mstep: Class 22 contains 24422 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12703 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19712 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49325 members 
Mstep: Class 30 contains 15016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915480.000000 Penalty: 60297.722656
Iteration 172Q: 31 clusters Score -7.891548e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 36957 members 
Mstep: Class 3 contains 27914 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19534 members 
Mstep: Class 7 contains 40800 members 
Mstep: Class 8 contains 20951 members 
Mstep: Class 9 contains 38596 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37179 members 
Mstep: Class 12 contains 21482 members 
Mstep: Class 13 contains 92375 members 
Mstep: Class 14 contains 86408 members 
Mstep: Class 15 contains 19143 members 
Mstep: Class 16 contains 3468 members 
Mstep: Class 17 contains 17856 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 23085 members 
Mstep: Class 21 contains 15124 members 
Mstep: Class 22 contains 24423 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12701 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19717 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 27517 members 
Mstep: Class 29 contains 49324 members 
Mstep: Class 30 contains 15016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915416.000000 Penalty: 60297.722656
Iteration 173Q: 31 clusters Score -7.891542e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27913 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 49315 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40801 members 
Mstep: Class 8 contains 20940 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37177 members 
Mstep: Class 12 contains 21482 members 
Mstep: Class 13 contains 92371 members 
Mstep: Class 14 contains 86414 members 
Mstep: Class 15 contains 19145 members 
Mstep: Class 16 contains 3467 members 
Mstep: Class 17 contains 17858 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 23087 members 
Mstep: Class 21 contains 15122 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19725 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 27517 members 
Mstep: Class 29 contains 49324 members 
Mstep: Class 30 contains 15017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915504.000000 Penalty: 60297.722656
Iteration 174Q: 31 clusters Score -7.89155e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27913 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40802 members 
Mstep: Class 8 contains 20929 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37176 members 
Mstep: Class 12 contains 21482 members 
Mstep: Class 13 contains 92369 members 
Mstep: Class 14 contains 86415 members 
Mstep: Class 15 contains 19145 members 
Mstep: Class 16 contains 3469 members 
Mstep: Class 17 contains 17859 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 23087 members 
Mstep: Class 21 contains 15118 members 
Mstep: Class 22 contains 24415 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 12696 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19732 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 27516 members 
Mstep: Class 29 contains 49324 members 
Mstep: Class 30 contains 15018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915616.000000 Penalty: 60297.722656
Iteration 175Q: 31 clusters Score -7.891562e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27915 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 49317 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40804 members 
Mstep: Class 8 contains 20914 members 
Mstep: Class 9 contains 38594 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37175 members 
Mstep: Class 12 contains 21486 members 
Mstep: Class 13 contains 92369 members 
Mstep: Class 14 contains 86414 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 17861 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 23086 members 
Mstep: Class 21 contains 15116 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 12692 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19736 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 27516 members 
Mstep: Class 29 contains 49326 members 
Mstep: Class 30 contains 15019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915496.000000 Penalty: 60297.722656
Iteration 176Q: 31 clusters Score -7.89155e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27916 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40805 members 
Mstep: Class 8 contains 20907 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37173 members 
Mstep: Class 12 contains 21489 members 
Mstep: Class 13 contains 92370 members 
Mstep: Class 14 contains 86412 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 17862 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1602 members 
Mstep: Class 20 contains 23086 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 22 contains 24411 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 12685 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19742 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49326 members 
Mstep: Class 30 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915488.000000 Penalty: 60297.722656
Iteration 177Q: 31 clusters Score -7.891549e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27915 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40807 members 
Mstep: Class 8 contains 20903 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37173 members 
Mstep: Class 12 contains 21487 members 
Mstep: Class 13 contains 92372 members 
Mstep: Class 14 contains 86407 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 17862 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1613 members 
Mstep: Class 20 contains 23085 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 22 contains 24411 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 12680 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19746 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49327 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915440.000000 Penalty: 60297.722656
Iteration 178Q: 31 clusters Score -7.891544e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 36957 members 
Mstep: Class 3 contains 27914 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 49314 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40808 members 
Mstep: Class 8 contains 20899 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37172 members 
Mstep: Class 12 contains 21486 members 
Mstep: Class 13 contains 92372 members 
Mstep: Class 14 contains 86409 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 17864 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 20 contains 23084 members 
Mstep: Class 21 contains 15110 members 
Mstep: Class 22 contains 24412 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12675 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19754 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49327 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915536.000000 Penalty: 60297.722656
Iteration 179Q: 31 clusters Score -7.891554e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27914 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 49315 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40809 members 
Mstep: Class 8 contains 20888 members 
Mstep: Class 9 contains 38594 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37171 members 
Mstep: Class 12 contains 21481 members 
Mstep: Class 13 contains 92371 members 
Mstep: Class 14 contains 86409 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17865 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 20 contains 23084 members 
Mstep: Class 21 contains 15110 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12677 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19766 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49328 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915536.000000 Penalty: 60297.722656
Iteration 180F: 31 clusters Score -7.891554e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 36954 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40810 members 
Mstep: Class 8 contains 20880 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37171 members 
Mstep: Class 12 contains 21483 members 
Mstep: Class 13 contains 92369 members 
Mstep: Class 14 contains 86408 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 17866 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 1649 members 
Mstep: Class 20 contains 23084 members 
Mstep: Class 21 contains 15109 members 
Mstep: Class 22 contains 24408 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12669 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19775 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49329 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915520.000000 Penalty: 60297.722656
Iteration 181Q: 31 clusters Score -7.891552e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40811 members 
Mstep: Class 8 contains 20875 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37171 members 
Mstep: Class 12 contains 21485 members 
Mstep: Class 13 contains 92369 members 
Mstep: Class 14 contains 86406 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 17866 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 1653 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15109 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12665 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19779 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49330 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915592.000000 Penalty: 60297.722656
Iteration 182Q: 31 clusters Score -7.891559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1635 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40810 members 
Mstep: Class 8 contains 20872 members 
Mstep: Class 9 contains 38597 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37173 members 
Mstep: Class 12 contains 21487 members 
Mstep: Class 13 contains 92368 members 
Mstep: Class 14 contains 86405 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 17866 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15108 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12655 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19787 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915640.000000 Penalty: 60297.722656
Iteration 183Q: 31 clusters Score -7.891564e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40811 members 
Mstep: Class 8 contains 20872 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37172 members 
Mstep: Class 12 contains 21487 members 
Mstep: Class 13 contains 92368 members 
Mstep: Class 14 contains 86408 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17866 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15108 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12650 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19794 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915648.000000 Penalty: 60297.722656
Iteration 184Q: 31 clusters Score -7.891565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40811 members 
Mstep: Class 8 contains 20871 members 
Mstep: Class 9 contains 38595 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37171 members 
Mstep: Class 12 contains 21484 members 
Mstep: Class 13 contains 92369 members 
Mstep: Class 14 contains 86408 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17866 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 1660 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15108 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12649 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19800 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915640.000000 Penalty: 60297.722656
Iteration 185Q: 31 clusters Score -7.891564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1632 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40811 members 
Mstep: Class 8 contains 20870 members 
Mstep: Class 9 contains 38594 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37169 members 
Mstep: Class 12 contains 21481 members 
Mstep: Class 13 contains 92370 members 
Mstep: Class 14 contains 86407 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17867 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15108 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12647 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19807 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915584.000000 Penalty: 60297.722656
Iteration 186Q: 31 clusters Score -7.891558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1630 members 
Mstep: Class 5 contains 49314 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 20865 members 
Mstep: Class 9 contains 38592 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37168 members 
Mstep: Class 12 contains 21480 members 
Mstep: Class 13 contains 92372 members 
Mstep: Class 14 contains 86407 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17869 members 
Mstep: Class 18 contains 4114 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15108 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19819 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915528.000000 Penalty: 60297.722656
Iteration 187Q: 31 clusters Score -7.891553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1627 members 
Mstep: Class 5 contains 49314 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 20864 members 
Mstep: Class 9 contains 38590 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37167 members 
Mstep: Class 12 contains 21478 members 
Mstep: Class 13 contains 92371 members 
Mstep: Class 14 contains 86407 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 17872 members 
Mstep: Class 18 contains 4110 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15109 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12641 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19830 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915456.000000 Penalty: 60297.722656
Iteration 188Q: 31 clusters Score -7.891546e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1624 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 20862 members 
Mstep: Class 9 contains 38588 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37164 members 
Mstep: Class 12 contains 21479 members 
Mstep: Class 13 contains 92372 members 
Mstep: Class 14 contains 86410 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17873 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15109 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12633 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19841 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915480.000000 Penalty: 60297.722656
Iteration 189Q: 31 clusters Score -7.891548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 49317 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40813 members 
Mstep: Class 8 contains 20861 members 
Mstep: Class 9 contains 38588 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37164 members 
Mstep: Class 12 contains 21480 members 
Mstep: Class 13 contains 92370 members 
Mstep: Class 14 contains 86412 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17873 members 
Mstep: Class 18 contains 4107 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15109 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 12626 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 19849 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915488.000000 Penalty: 60297.722656
Iteration 190Q: 31 clusters Score -7.891549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1617 members 
Mstep: Class 5 contains 49317 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 20859 members 
Mstep: Class 9 contains 38589 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37163 members 
Mstep: Class 12 contains 21482 members 
Mstep: Class 13 contains 92370 members 
Mstep: Class 14 contains 86414 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17874 members 
Mstep: Class 18 contains 4107 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15109 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 12620 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 19854 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915520.000000 Penalty: 60297.722656
Iteration 191Q: 31 clusters Score -7.891552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1616 members 
Mstep: Class 5 contains 49317 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 20860 members 
Mstep: Class 9 contains 38588 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37163 members 
Mstep: Class 12 contains 21485 members 
Mstep: Class 13 contains 92369 members 
Mstep: Class 14 contains 86416 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17874 members 
Mstep: Class 18 contains 4106 members 
Mstep: Class 19 contains 1663 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15109 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 12608 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 19865 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915560.000000 Penalty: 60297.722656
Iteration 192Q: 31 clusters Score -7.891556e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1615 members 
Mstep: Class 5 contains 49317 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40813 members 
Mstep: Class 8 contains 20858 members 
Mstep: Class 9 contains 38587 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37163 members 
Mstep: Class 12 contains 21487 members 
Mstep: Class 13 contains 92366 members 
Mstep: Class 14 contains 86418 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17874 members 
Mstep: Class 18 contains 4105 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15108 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 12596 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 19881 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915576.000000 Penalty: 60297.722656
Iteration 193Q: 31 clusters Score -7.891558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1613 members 
Mstep: Class 5 contains 49317 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40813 members 
Mstep: Class 8 contains 20855 members 
Mstep: Class 9 contains 38584 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37164 members 
Mstep: Class 12 contains 21486 members 
Mstep: Class 13 contains 92364 members 
Mstep: Class 14 contains 86418 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17876 members 
Mstep: Class 18 contains 4105 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15109 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 12587 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 19895 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915528.000000 Penalty: 60297.722656
Iteration 194Q: 31 clusters Score -7.891553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40814 members 
Mstep: Class 8 contains 20851 members 
Mstep: Class 9 contains 38584 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37163 members 
Mstep: Class 12 contains 21484 members 
Mstep: Class 13 contains 92364 members 
Mstep: Class 14 contains 86420 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17875 members 
Mstep: Class 18 contains 4105 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15109 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 12575 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 19913 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915536.000000 Penalty: 60297.722656
Iteration 195Q: 31 clusters Score -7.891554e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27913 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 49317 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40814 members 
Mstep: Class 8 contains 20848 members 
Mstep: Class 9 contains 38584 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37163 members 
Mstep: Class 12 contains 21479 members 
Mstep: Class 13 contains 92361 members 
Mstep: Class 14 contains 86419 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17878 members 
Mstep: Class 18 contains 4105 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15110 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 19924 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915568.000000 Penalty: 60297.722656
Iteration 196Q: 31 clusters Score -7.891557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27914 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 49317 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40814 members 
Mstep: Class 8 contains 20845 members 
Mstep: Class 9 contains 38584 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37162 members 
Mstep: Class 12 contains 21477 members 
Mstep: Class 13 contains 92361 members 
Mstep: Class 14 contains 86419 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17880 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 1669 members 
Mstep: Class 20 contains 23082 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 12568 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 19935 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915568.000000 Penalty: 60297.722656
Iteration 197Q: 31 clusters Score -7.891557e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27914 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 49317 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40814 members 
Mstep: Class 8 contains 20844 members 
Mstep: Class 9 contains 38584 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37160 members 
Mstep: Class 12 contains 21476 members 
Mstep: Class 13 contains 92361 members 
Mstep: Class 14 contains 86424 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17881 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 20 contains 23082 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 22 contains 24407 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 12559 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 19944 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49331 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78915616.000000 Penalty: 60297.722656
Iteration 198Q: 31 clusters Score -7.891562e+07 nChanged 27
Entering ConstructFrom: 
Score: -78915616.000000 Penalty: 60297.722656
Entering ConstructFrom: 
Trying to split cluster 1 (17339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Entering Unmasked Estep 
Score: -1936750.750000 Penalty: 1452.394165
	Iteration 0F: 2 clusters Score -1936751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1925372.875000 Penalty: 2904.788330
	Iteration 0F: 3 clusters Score -1925373 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1929368.125000 Penalty: 2904.788330
	Iteration 1F: 3 clusters Score -1929368 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1929770.125000 Penalty: 2904.788330
	Iteration 2F: 3 clusters Score -1929770 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1930075.125000 Penalty: 2904.788330
	Iteration 3Q: 3 clusters Score -1930075 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1930336.750000 Penalty: 2904.788330
	Iteration 4Q: 3 clusters Score -1930337 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1930609.875000 Penalty: 2904.788330
	Iteration 5Q: 3 clusters Score -1930610 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1930925.375000 Penalty: 2904.788330
	Iteration 6Q: 3 clusters Score -1930925 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1931261.750000 Penalty: 2904.788330
	Iteration 7Q: 3 clusters Score -1931262 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1931546.125000 Penalty: 2904.788330
	Iteration 8Q: 3 clusters Score -1931546 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1931838.875000 Penalty: 2904.788330
	Iteration 9Q: 3 clusters Score -1931839 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1932143.000000 Penalty: 2904.788330
	Iteration 10Q: 3 clusters Score -1932143 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1932429.875000 Penalty: 2904.788330
	Iteration 11Q: 3 clusters Score -1932430 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1932753.500000 Penalty: 2904.788330
	Iteration 12Q: 3 clusters Score -1932754 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1933086.375000 Penalty: 2904.788330
	Iteration 13Q: 3 clusters Score -1933086 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1933452.125000 Penalty: 2904.788330
	Iteration 14Q: 3 clusters Score -1933452 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1933788.250000 Penalty: 2904.788330
	Iteration 15Q: 3 clusters Score -1933788 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1934122.625000 Penalty: 2904.788330
	Iteration 16Q: 3 clusters Score -1934123 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1934451.375000 Penalty: 2904.788330
	Iteration 17Q: 3 clusters Score -1934451 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1934738.875000 Penalty: 2904.788330
	Iteration 18Q: 3 clusters Score -1934739 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1934951.625000 Penalty: 2904.788330
	Iteration 19Q: 3 clusters Score -1934952 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1935137.500000 Penalty: 2904.788330
	Iteration 20F: 3 clusters Score -1935138 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1935279.500000 Penalty: 2904.788330
	Iteration 21Q: 3 clusters Score -1935280 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1935361.125000 Penalty: 2904.788330
	Iteration 22Q: 3 clusters Score -1935361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1935419.125000 Penalty: 2904.788330
	Iteration 23Q: 3 clusters Score -1935419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1935447.625000 Penalty: 2904.788330
	Iteration 24Q: 3 clusters Score -1935448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1935476.750000 Penalty: 2904.788330
	Iteration 25Q: 3 clusters Score -1935477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1935497.000000 Penalty: 2904.788330
	Iteration 26Q: 3 clusters Score -1935497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1935506.625000 Penalty: 2904.788330
	Iteration 27Q: 3 clusters Score -1935507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1935516.625000 Penalty: 2904.788330
	Iteration 28Q: 3 clusters Score -1935517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1935529.000000 Penalty: 2904.788330
	Iteration 29Q: 3 clusters Score -1935529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1935543.000000 Penalty: 2904.788330
	Iteration 30Q: 3 clusters Score -1935543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1935553.000000 Penalty: 2904.788330
	Iteration 31Q: 3 clusters Score -1935553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1935561.750000 Penalty: 2904.788330
	Iteration 32Q: 3 clusters Score -1935562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1935562.125000 Penalty: 2904.788330
	Iteration 33Q: 3 clusters Score -1935562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1935564.875000 Penalty: 2904.788330
	Iteration 34Q: 3 clusters Score -1935565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1935568.000000 Penalty: 2904.788330
	Iteration 35Q: 3 clusters Score -1935568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1935576.500000 Penalty: 2904.788330
	Iteration 36Q: 3 clusters Score -1935576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1935579.875000 Penalty: 2904.788330
	Iteration 37Q: 3 clusters Score -1935580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1935584.375000 Penalty: 2904.788330
	Iteration 38Q: 3 clusters Score -1935584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1935585.250000 Penalty: 2904.788330
	Iteration 39Q: 3 clusters Score -1935585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1935591.375000 Penalty: 2904.788330
	Iteration 40F: 3 clusters Score -1935591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1935592.125000 Penalty: 2904.788330
	Iteration 41Q: 3 clusters Score -1935592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1935592.125000 Penalty: 2904.788330
	Iteration 42F: 3 clusters Score -1935592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Entering Unmasked Estep 
Score: -4102190.000000 Penalty: 1565.001587
	Iteration 0F: 2 clusters Score -4102190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4078207.250000 Penalty: 3130.003174
	Iteration 0F: 3 clusters Score -4078207 nChanged 16960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -4087637.750000 Penalty: 3130.003174
	Iteration 1F: 3 clusters Score -4087638 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -4088442.750000 Penalty: 3130.003174
	Iteration 2F: 3 clusters Score -4088443 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4089500.750000 Penalty: 3130.003174
	Iteration 3F: 3 clusters Score -4089501 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -4090833.000000 Penalty: 3130.003174
	Iteration 4F: 3 clusters Score -4090833 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4092280.250000 Penalty: 3130.003174
	Iteration 5F: 3 clusters Score -4092280 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4093589.000000 Penalty: 3130.003174
	Iteration 6F: 3 clusters Score -4093589 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4094559.250000 Penalty: 3130.003174
	Iteration 7F: 3 clusters Score -4094559 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4095198.500000 Penalty: 3130.003174
	Iteration 8Q: 3 clusters Score -4095198 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4095586.250000 Penalty: 3130.003174
	Iteration 9Q: 3 clusters Score -4095586 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4095828.750000 Penalty: 3130.003174
	Iteration 10Q: 3 clusters Score -4095829 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4095970.500000 Penalty: 3130.003174
	Iteration 11Q: 3 clusters Score -4095970 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4096082.750000 Penalty: 3130.003174
	Iteration 12Q: 3 clusters Score -4096083 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4096143.000000 Penalty: 3130.003174
	Iteration 13Q: 3 clusters Score -4096143 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4096180.750000 Penalty: 3130.003174
	Iteration 14Q: 3 clusters Score -4096181 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4096228.000000 Penalty: 3130.003174
	Iteration 15Q: 3 clusters Score -4096228 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4096269.000000 Penalty: 3130.003174
	Iteration 16Q: 3 clusters Score -4096269 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -4096318.500000 Penalty: 3130.003174
	Iteration 17Q: 3 clusters Score -4096318 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4096354.000000 Penalty: 3130.003174
	Iteration 18Q: 3 clusters Score -4096354 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -4096397.250000 Penalty: 3130.003174
	Iteration 19Q: 3 clusters Score -4096397 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4096457.750000 Penalty: 3130.003174
	Iteration 20F: 3 clusters Score -4096458 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4096497.000000 Penalty: 3130.003174
	Iteration 21Q: 3 clusters Score -4096497 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -4096577.750000 Penalty: 3130.003174
	Iteration 22Q: 3 clusters Score -4096578 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4096695.250000 Penalty: 3130.003174
	Iteration 23Q: 3 clusters Score -4096695 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -4096829.250000 Penalty: 3130.003174
	Iteration 24Q: 3 clusters Score -4096829 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4096971.750000 Penalty: 3130.003174
	Iteration 25Q: 3 clusters Score -4096972 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -4097184.000000 Penalty: 3130.003174
	Iteration 26Q: 3 clusters Score -4097184 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4097414.250000 Penalty: 3130.003174
	Iteration 27Q: 3 clusters Score -4097414 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -4097708.750000 Penalty: 3130.003174
	Iteration 28Q: 3 clusters Score -4097709 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4098025.500000 Penalty: 3130.003174
	Iteration 29Q: 3 clusters Score -4098026 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4098395.000000 Penalty: 3130.003174
	Iteration 30Q: 3 clusters Score -4098395 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -4098767.250000 Penalty: 3130.003174
	Iteration 31Q: 3 clusters Score -4098767 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4099158.500000 Penalty: 3130.003174
	Iteration 32Q: 3 clusters Score -4099158 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4099508.250000 Penalty: 3130.003174
	Iteration 33Q: 3 clusters Score -4099508 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4099806.500000 Penalty: 3130.003174
	Iteration 34Q: 3 clusters Score -4099806 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4100100.750000 Penalty: 3130.003174
	Iteration 35Q: 3 clusters Score -4100101 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4100367.250000 Penalty: 3130.003174
	Iteration 36Q: 3 clusters Score -4100367 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -4100593.000000 Penalty: 3130.003174
	Iteration 37Q: 3 clusters Score -4100593 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4100737.750000 Penalty: 3130.003174
	Iteration 38Q: 3 clusters Score -4100738 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4100847.250000 Penalty: 3130.003174
	Iteration 39Q: 3 clusters Score -4100847 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4100932.500000 Penalty: 3130.003174
	Iteration 40F: 3 clusters Score -4100932 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4100997.250000 Penalty: 3130.003174
	Iteration 41Q: 3 clusters Score -4100997 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4101057.750000 Penalty: 3130.003174
	Iteration 42Q: 3 clusters Score -4101058 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4101105.750000 Penalty: 3130.003174
	Iteration 43Q: 3 clusters Score -4101106 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4101146.500000 Penalty: 3130.003174
	Iteration 44Q: 3 clusters Score -4101146 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4101167.250000 Penalty: 3130.003174
	Iteration 45Q: 3 clusters Score -4101167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4101188.000000 Penalty: 3130.003174
	Iteration 46Q: 3 clusters Score -4101188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4101217.500000 Penalty: 3130.003174
	Iteration 47Q: 3 clusters Score -4101218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -4101239.250000 Penalty: 3130.003174
	Iteration 48Q: 3 clusters Score -4101239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -4101246.250000 Penalty: 3130.003174
	Iteration 49Q: 3 clusters Score -4101246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -4101256.500000 Penalty: 3130.003174
	Iteration 50Q: 3 clusters Score -4101256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4101278.000000 Penalty: 3130.003174
	Iteration 51Q: 3 clusters Score -4101278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4101275.000000 Penalty: 3130.003174
	Iteration 52Q: 3 clusters Score -4101275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4101286.250000 Penalty: 3130.003174
	Iteration 53Q: 3 clusters Score -4101286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -4101281.500000 Penalty: 3130.003174
	Iteration 54Q: 3 clusters Score -4101282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -4101288.250000 Penalty: 3130.003174
	Iteration 55Q: 3 clusters Score -4101288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4101297.750000 Penalty: 3130.003174
	Iteration 56Q: 3 clusters Score -4101298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -4101304.500000 Penalty: 3130.003174
	Iteration 57Q: 3 clusters Score -4101304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4101306.250000 Penalty: 3130.003174
	Iteration 58Q: 3 clusters Score -4101306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4101308.500000 Penalty: 3130.003174
	Iteration 59Q: 3 clusters Score -4101308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4101310.500000 Penalty: 3130.003174
	Iteration 60F: 3 clusters Score -4101310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4101305.250000 Penalty: 3130.003174
	Iteration 61Q: 3 clusters Score -4101305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -4101311.500000 Penalty: 3130.003174
	Iteration 62Q: 3 clusters Score -4101312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4101311.250000 Penalty: 3130.003174
	Iteration 63Q: 3 clusters Score -4101311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4101312.750000 Penalty: 3130.003174
	Iteration 64Q: 3 clusters Score -4101313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4101313.250000 Penalty: 3130.003174
	Iteration 65Q: 3 clusters Score -4101313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4101314.250000 Penalty: 3130.003174
	Iteration 66Q: 3 clusters Score -4101314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4101315.250000 Penalty: 3130.003174
	Iteration 67Q: 3 clusters Score -4101315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -4101321.500000 Penalty: 3130.003174
	Iteration 68Q: 3 clusters Score -4101322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4101324.000000 Penalty: 3130.003174
	Iteration 69Q: 3 clusters Score -4101324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4101326.250000 Penalty: 3130.003174
	Iteration 70Q: 3 clusters Score -4101326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4101329.250000 Penalty: 3130.003174
	Iteration 71Q: 3 clusters Score -4101329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4101336.500000 Penalty: 3130.003174
	Iteration 72Q: 3 clusters Score -4101336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -4101344.250000 Penalty: 3130.003174
	Iteration 73Q: 3 clusters Score -4101344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4101353.000000 Penalty: 3130.003174
	Iteration 74Q: 3 clusters Score -4101353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4101356.500000 Penalty: 3130.003174
	Iteration 75Q: 3 clusters Score -4101356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4101363.750000 Penalty: 3130.003174
	Iteration 76Q: 3 clusters Score -4101364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4101369.500000 Penalty: 3130.003174
	Iteration 77Q: 3 clusters Score -4101370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4101372.250000 Penalty: 3130.003174
	Iteration 78Q: 3 clusters Score -4101372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4101378.500000 Penalty: 3130.003174
	Iteration 79Q: 3 clusters Score -4101378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4101374.250000 Penalty: 3130.003174
	Iteration 80F: 3 clusters Score -4101374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -4101375.000000 Penalty: 3130.003174
	Iteration 81Q: 3 clusters Score -4101375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4101381.000000 Penalty: 3130.003174
	Iteration 82Q: 3 clusters Score -4101381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4101379.750000 Penalty: 3130.003174
	Iteration 83Q: 3 clusters Score -4101380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4101379.750000 Penalty: 3130.003174
	Iteration 84Q: 3 clusters Score -4101380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4101381.750000 Penalty: 3130.003174
	Iteration 85Q: 3 clusters Score -4101382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4101381.750000 Penalty: 3130.003174
	Iteration 86F: 3 clusters Score -4101382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Entering Unmasked Estep 
Score: -3125855.750000 Penalty: 1523.248291
	Iteration 0F: 2 clusters Score -3125856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3107672.750000 Penalty: 3046.496582
	Iteration 0F: 3 clusters Score -3107673 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3114527.500000 Penalty: 3046.496582
	Iteration 1F: 3 clusters Score -3114528 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3114987.000000 Penalty: 3046.496582
	Iteration 2Q: 3 clusters Score -3114987 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3115400.000000 Penalty: 3046.496582
	Iteration 3Q: 3 clusters Score -3115400 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3115779.250000 Penalty: 3046.496582
	Iteration 4Q: 3 clusters Score -3115779 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3116153.250000 Penalty: 3046.496582
	Iteration 5Q: 3 clusters Score -3116153 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3116501.000000 Penalty: 3046.496582
	Iteration 6Q: 3 clusters Score -3116501 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3116870.500000 Penalty: 3046.496582
	Iteration 7Q: 3 clusters Score -3116870 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3117284.250000 Penalty: 3046.496582
	Iteration 8Q: 3 clusters Score -3117284 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3117686.500000 Penalty: 3046.496582
	Iteration 9Q: 3 clusters Score -3117686 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3118083.500000 Penalty: 3046.496582
	Iteration 10Q: 3 clusters Score -3118084 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3118447.000000 Penalty: 3046.496582
	Iteration 11Q: 3 clusters Score -3118447 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3118763.500000 Penalty: 3046.496582
	Iteration 12Q: 3 clusters Score -3118764 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3119047.750000 Penalty: 3046.496582
	Iteration 13Q: 3 clusters Score -3119048 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3119311.750000 Penalty: 3046.496582
	Iteration 14Q: 3 clusters Score -3119312 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3119524.750000 Penalty: 3046.496582
	Iteration 15Q: 3 clusters Score -3119525 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3119688.000000 Penalty: 3046.496582
	Iteration 16Q: 3 clusters Score -3119688 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3119858.000000 Penalty: 3046.496582
	Iteration 17Q: 3 clusters Score -3119858 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3120008.000000 Penalty: 3046.496582
	Iteration 18Q: 3 clusters Score -3120008 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3120139.250000 Penalty: 3046.496582
	Iteration 19Q: 3 clusters Score -3120139 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3120247.500000 Penalty: 3046.496582
	Iteration 20F: 3 clusters Score -3120248 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -3120366.000000 Penalty: 3046.496582
	Iteration 21Q: 3 clusters Score -3120366 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3120511.750000 Penalty: 3046.496582
	Iteration 22Q: 3 clusters Score -3120512 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3120650.000000 Penalty: 3046.496582
	Iteration 23Q: 3 clusters Score -3120650 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3120860.750000 Penalty: 3046.496582
	Iteration 24Q: 3 clusters Score -3120861 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3121090.000000 Penalty: 3046.496582
	Iteration 25Q: 3 clusters Score -3121090 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3121308.000000 Penalty: 3046.496582
	Iteration 26Q: 3 clusters Score -3121308 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3121607.000000 Penalty: 3046.496582
	Iteration 27Q: 3 clusters Score -3121607 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3121942.000000 Penalty: 3046.496582
	Iteration 28Q: 3 clusters Score -3121942 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3122308.000000 Penalty: 3046.496582
	Iteration 29Q: 3 clusters Score -3122308 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3122702.750000 Penalty: 3046.496582
	Iteration 30Q: 3 clusters Score -3122703 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3123071.750000 Penalty: 3046.496582
	Iteration 31Q: 3 clusters Score -3123072 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3123434.750000 Penalty: 3046.496582
	Iteration 32Q: 3 clusters Score -3123435 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3123712.250000 Penalty: 3046.496582
	Iteration 33Q: 3 clusters Score -3123712 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3123943.000000 Penalty: 3046.496582
	Iteration 34Q: 3 clusters Score -3123943 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3124114.500000 Penalty: 3046.496582
	Iteration 35Q: 3 clusters Score -3124114 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3124275.250000 Penalty: 3046.496582
	Iteration 36Q: 3 clusters Score -3124275 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3124391.500000 Penalty: 3046.496582
	Iteration 37Q: 3 clusters Score -3124392 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3124476.250000 Penalty: 3046.496582
	Iteration 38Q: 3 clusters Score -3124476 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3124534.250000 Penalty: 3046.496582
	Iteration 39Q: 3 clusters Score -3124534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3124574.750000 Penalty: 3046.496582
	Iteration 40F: 3 clusters Score -3124575 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3124605.250000 Penalty: 3046.496582
	Iteration 41Q: 3 clusters Score -3124605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3124629.250000 Penalty: 3046.496582
	Iteration 42Q: 3 clusters Score -3124629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3124646.500000 Penalty: 3046.496582
	Iteration 43Q: 3 clusters Score -3124646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3124660.000000 Penalty: 3046.496582
	Iteration 44Q: 3 clusters Score -3124660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3124672.000000 Penalty: 3046.496582
	Iteration 45Q: 3 clusters Score -3124672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3124680.250000 Penalty: 3046.496582
	Iteration 46Q: 3 clusters Score -3124680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3124686.000000 Penalty: 3046.496582
	Iteration 47Q: 3 clusters Score -3124686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3124698.500000 Penalty: 3046.496582
	Iteration 48Q: 3 clusters Score -3124698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3124704.250000 Penalty: 3046.496582
	Iteration 49Q: 3 clusters Score -3124704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3124713.250000 Penalty: 3046.496582
	Iteration 50Q: 3 clusters Score -3124713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3124724.500000 Penalty: 3046.496582
	Iteration 51Q: 3 clusters Score -3124724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3124734.750000 Penalty: 3046.496582
	Iteration 52Q: 3 clusters Score -3124735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3124734.250000 Penalty: 3046.496582
	Iteration 53Q: 3 clusters Score -3124734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3124742.000000 Penalty: 3046.496582
	Iteration 54Q: 3 clusters Score -3124742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3124740.250000 Penalty: 3046.496582
	Iteration 55Q: 3 clusters Score -3124740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3124744.750000 Penalty: 3046.496582
	Iteration 56Q: 3 clusters Score -3124745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3124746.250000 Penalty: 3046.496582
	Iteration 57Q: 3 clusters Score -3124746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3124746.250000 Penalty: 3046.496582
	Iteration 58F: 3 clusters Score -3124746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -171962.281250 Penalty: 1097.717529
	Iteration 0F: 2 clusters Score -171962.3 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 806 members 
Entering Unmasked Estep 
Score: -170311.718750 Penalty: 2195.435059
	Iteration 0F: 3 clusters Score -170311.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -170664.187500 Penalty: 2195.435059
	Iteration 1F: 3 clusters Score -170664.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -170787.437500 Penalty: 2195.435059
	Iteration 2F: 3 clusters Score -170787.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -170842.453125 Penalty: 2195.435059
	Iteration 3Q: 3 clusters Score -170842.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -170879.781250 Penalty: 2195.435059
	Iteration 4Q: 3 clusters Score -170879.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -170909.062500 Penalty: 2195.435059
	Iteration 5Q: 3 clusters Score -170909.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -170929.343750 Penalty: 2195.435059
	Iteration 6Q: 3 clusters Score -170929.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -170947.687500 Penalty: 2195.435059
	Iteration 7Q: 3 clusters Score -170947.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -170960.421875 Penalty: 2195.435059
	Iteration 8Q: 3 clusters Score -170960.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -170969.796875 Penalty: 2195.435059
	Iteration 9Q: 3 clusters Score -170969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170974.281250 Penalty: 2195.435059
	Iteration 10Q: 3 clusters Score -170974.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170977.968750 Penalty: 2195.435059
	Iteration 11Q: 3 clusters Score -170978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -170979.578125 Penalty: 2195.435059
	Iteration 12Q: 3 clusters Score -170979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -170981.859375 Penalty: 2195.435059
	Iteration 13Q: 3 clusters Score -170981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -170983.171875 Penalty: 2195.435059
	Iteration 14Q: 3 clusters Score -170983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170983.812500 Penalty: 2195.435059
	Iteration 15Q: 3 clusters Score -170983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170983.812500 Penalty: 2195.435059
	Iteration 16F: 3 clusters Score -170983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Entering Unmasked Estep 
Score: -5363831.000000 Penalty: 1607.939453
	Iteration 0F: 2 clusters Score -5363831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -5331604.000000 Penalty: 3215.878906
	Iteration 0F: 3 clusters Score -5331604 nChanged 22863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -5344428.000000 Penalty: 3215.878906
	Iteration 1F: 3 clusters Score -5344428 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -5345101.000000 Penalty: 3215.878906
	Iteration 2Q: 3 clusters Score -5345101 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -5345794.500000 Penalty: 3215.878906
	Iteration 3Q: 3 clusters Score -5345794 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -5346664.000000 Penalty: 3215.878906
	Iteration 4Q: 3 clusters Score -5346664 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -5347647.000000 Penalty: 3215.878906
	Iteration 5Q: 3 clusters Score -5347647 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -5348824.500000 Penalty: 3215.878906
	Iteration 6F: 3 clusters Score -5348824 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -5350162.000000 Penalty: 3215.878906
	Iteration 7F: 3 clusters Score -5350162 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -5351731.000000 Penalty: 3215.878906
	Iteration 8F: 3 clusters Score -5351731 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -5353680.000000 Penalty: 3215.878906
	Iteration 9F: 3 clusters Score -5353680 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5355871.500000 Penalty: 3215.878906
	Iteration 10F: 3 clusters Score -5355872 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -5357915.000000 Penalty: 3215.878906
	Iteration 11F: 3 clusters Score -5357915 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5359528.000000 Penalty: 3215.878906
	Iteration 12Q: 3 clusters Score -5359528 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -5360765.500000 Penalty: 3215.878906
	Iteration 13Q: 3 clusters Score -5360766 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -5361583.000000 Penalty: 3215.878906
	Iteration 14Q: 3 clusters Score -5361583 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -5362056.000000 Penalty: 3215.878906
	Iteration 15Q: 3 clusters Score -5362056 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -5362294.000000 Penalty: 3215.878906
	Iteration 16Q: 3 clusters Score -5362294 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -5362452.500000 Penalty: 3215.878906
	Iteration 17Q: 3 clusters Score -5362452 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -5362561.000000 Penalty: 3215.878906
	Iteration 18Q: 3 clusters Score -5362561 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -5362603.500000 Penalty: 3215.878906
	Iteration 19Q: 3 clusters Score -5362604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -5362629.500000 Penalty: 3215.878906
	Iteration 20F: 3 clusters Score -5362630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -5362638.500000 Penalty: 3215.878906
	Iteration 21Q: 3 clusters Score -5362638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -5362655.500000 Penalty: 3215.878906
	Iteration 22Q: 3 clusters Score -5362656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -5362666.000000 Penalty: 3215.878906
	Iteration 23Q: 3 clusters Score -5362666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -5362675.500000 Penalty: 3215.878906
	Iteration 24Q: 3 clusters Score -5362676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -5362670.500000 Penalty: 3215.878906
	Iteration 25Q: 3 clusters Score -5362670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -5362681.000000 Penalty: 3215.878906
	Iteration 26Q: 3 clusters Score -5362681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -5362681.500000 Penalty: 3215.878906
	Iteration 27Q: 3 clusters Score -5362682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -5362682.500000 Penalty: 3215.878906
	Iteration 28Q: 3 clusters Score -5362682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -5362685.500000 Penalty: 3215.878906
	Iteration 29Q: 3 clusters Score -5362686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -5362693.500000 Penalty: 3215.878906
	Iteration 30Q: 3 clusters Score -5362694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -5362690.500000 Penalty: 3215.878906
	Iteration 31Q: 3 clusters Score -5362690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -5362692.500000 Penalty: 3215.878906
	Iteration 32Q: 3 clusters Score -5362692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -5362694.000000 Penalty: 3215.878906
	Iteration 33Q: 3 clusters Score -5362694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -5362693.500000 Penalty: 3215.878906
	Iteration 34Q: 3 clusters Score -5362694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -5362697.500000 Penalty: 3215.878906
	Iteration 35Q: 3 clusters Score -5362698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -5362698.500000 Penalty: 3215.878906
	Iteration 36Q: 3 clusters Score -5362698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -5362695.000000 Penalty: 3215.878906
	Iteration 37Q: 3 clusters Score -5362695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -5362697.500000 Penalty: 3215.878906
	Iteration 38Q: 3 clusters Score -5362698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -5362697.500000 Penalty: 3215.878906
	Iteration 39F: 3 clusters Score -5362698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Entering Unmasked Estep 
Score: -2100154.750000 Penalty: 1470.146118
	Iteration 0F: 2 clusters Score -2100155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2087397.625000 Penalty: 2940.292236
	Iteration 0F: 3 clusters Score -2087398 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2092070.125000 Penalty: 2940.292236
	Iteration 1F: 3 clusters Score -2092070 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2092476.125000 Penalty: 2940.292236
	Iteration 2F: 3 clusters Score -2092476 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2092807.000000 Penalty: 2940.292236
	Iteration 3Q: 3 clusters Score -2092807 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2093143.375000 Penalty: 2940.292236
	Iteration 4Q: 3 clusters Score -2093143 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2093486.875000 Penalty: 2940.292236
	Iteration 5Q: 3 clusters Score -2093487 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2093908.500000 Penalty: 2940.292236
	Iteration 6Q: 3 clusters Score -2093908 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2094376.375000 Penalty: 2940.292236
	Iteration 7Q: 3 clusters Score -2094376 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2094901.250000 Penalty: 2940.292236
	Iteration 8Q: 3 clusters Score -2094901 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2095482.875000 Penalty: 2940.292236
	Iteration 9Q: 3 clusters Score -2095483 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2096072.750000 Penalty: 2940.292236
	Iteration 10Q: 3 clusters Score -2096073 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2096645.875000 Penalty: 2940.292236
	Iteration 11Q: 3 clusters Score -2096646 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2097192.250000 Penalty: 2940.292236
	Iteration 12Q: 3 clusters Score -2097192 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2097664.000000 Penalty: 2940.292236
	Iteration 13Q: 3 clusters Score -2097664 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2098030.250000 Penalty: 2940.292236
	Iteration 14Q: 3 clusters Score -2098030 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2098286.000000 Penalty: 2940.292236
	Iteration 15Q: 3 clusters Score -2098286 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2098486.250000 Penalty: 2940.292236
	Iteration 16Q: 3 clusters Score -2098486 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2098653.250000 Penalty: 2940.292236
	Iteration 17Q: 3 clusters Score -2098653 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2098754.000000 Penalty: 2940.292236
	Iteration 18Q: 3 clusters Score -2098754 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2098851.000000 Penalty: 2940.292236
	Iteration 19Q: 3 clusters Score -2098851 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2098927.000000 Penalty: 2940.292236
	Iteration 20F: 3 clusters Score -2098927 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2098979.250000 Penalty: 2940.292236
	Iteration 21Q: 3 clusters Score -2098979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2099008.500000 Penalty: 2940.292236
	Iteration 22Q: 3 clusters Score -2099008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2099027.750000 Penalty: 2940.292236
	Iteration 23Q: 3 clusters Score -2099028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2099036.000000 Penalty: 2940.292236
	Iteration 24Q: 3 clusters Score -2099036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2099041.000000 Penalty: 2940.292236
	Iteration 25Q: 3 clusters Score -2099041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2099052.000000 Penalty: 2940.292236
	Iteration 26Q: 3 clusters Score -2099052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2099064.500000 Penalty: 2940.292236
	Iteration 27Q: 3 clusters Score -2099064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2099072.250000 Penalty: 2940.292236
	Iteration 28Q: 3 clusters Score -2099072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2099078.000000 Penalty: 2940.292236
	Iteration 29Q: 3 clusters Score -2099078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2099083.500000 Penalty: 2940.292236
	Iteration 30Q: 3 clusters Score -2099084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2099084.250000 Penalty: 2940.292236
	Iteration 31Q: 3 clusters Score -2099084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2099087.000000 Penalty: 2940.292236
	Iteration 32Q: 3 clusters Score -2099087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2099087.000000 Penalty: 2940.292236
	Iteration 33F: 3 clusters Score -2099087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Entering Unmasked Estep 
Score: -4501944.000000 Penalty: 1579.780640
	Iteration 0F: 2 clusters Score -4501944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -4475545.000000 Penalty: 3159.561279
	Iteration 0F: 3 clusters Score -4475545 nChanged 18658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4486045.000000 Penalty: 3159.561279
	Iteration 1F: 3 clusters Score -4486045 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4486772.500000 Penalty: 3159.561279
	Iteration 2F: 3 clusters Score -4486772 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -4487535.000000 Penalty: 3159.561279
	Iteration 3F: 3 clusters Score -4487535 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -4488376.500000 Penalty: 3159.561279
	Iteration 4Q: 3 clusters Score -4488376 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4489357.000000 Penalty: 3159.561279
	Iteration 5F: 3 clusters Score -4489357 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -4490507.500000 Penalty: 3159.561279
	Iteration 6F: 3 clusters Score -4490508 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4491838.000000 Penalty: 3159.561279
	Iteration 7F: 3 clusters Score -4491838 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4493412.500000 Penalty: 3159.561279
	Iteration 8F: 3 clusters Score -4493412 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -4495231.500000 Penalty: 3159.561279
	Iteration 9F: 3 clusters Score -4495232 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4497021.500000 Penalty: 3159.561279
	Iteration 10F: 3 clusters Score -4497022 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -4498592.000000 Penalty: 3159.561279
	Iteration 11Q: 3 clusters Score -4498592 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -4499602.000000 Penalty: 3159.561279
	Iteration 12Q: 3 clusters Score -4499602 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -4500194.000000 Penalty: 3159.561279
	Iteration 13Q: 3 clusters Score -4500194 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -4500452.000000 Penalty: 3159.561279
	Iteration 14Q: 3 clusters Score -4500452 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4500565.000000 Penalty: 3159.561279
	Iteration 15Q: 3 clusters Score -4500565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -4500632.000000 Penalty: 3159.561279
	Iteration 16Q: 3 clusters Score -4500632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -4500676.500000 Penalty: 3159.561279
	Iteration 17Q: 3 clusters Score -4500676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -4500696.000000 Penalty: 3159.561279
	Iteration 18Q: 3 clusters Score -4500696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -4500725.000000 Penalty: 3159.561279
	Iteration 19Q: 3 clusters Score -4500725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -4500744.000000 Penalty: 3159.561279
	Iteration 20F: 3 clusters Score -4500744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -4500752.000000 Penalty: 3159.561279
	Iteration 21Q: 3 clusters Score -4500752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -4500766.000000 Penalty: 3159.561279
	Iteration 22Q: 3 clusters Score -4500766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -4500776.000000 Penalty: 3159.561279
	Iteration 23Q: 3 clusters Score -4500776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4500778.500000 Penalty: 3159.561279
	Iteration 24Q: 3 clusters Score -4500778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4500783.500000 Penalty: 3159.561279
	Iteration 25Q: 3 clusters Score -4500784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4500783.500000 Penalty: 3159.561279
	Iteration 26F: 3 clusters Score -4500784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -2104056.500000 Penalty: 1479.782349
	Iteration 0F: 2 clusters Score -2104056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2090413.250000 Penalty: 2959.564697
	Iteration 0F: 3 clusters Score -2090413 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2095415.250000 Penalty: 2959.564697
	Iteration 1F: 3 clusters Score -2095415 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2095785.125000 Penalty: 2959.564697
	Iteration 2F: 3 clusters Score -2095785 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2096050.375000 Penalty: 2959.564697
	Iteration 3Q: 3 clusters Score -2096050 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2096264.125000 Penalty: 2959.564697
	Iteration 4Q: 3 clusters Score -2096264 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2096425.000000 Penalty: 2959.564697
	Iteration 5Q: 3 clusters Score -2096425 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2096567.000000 Penalty: 2959.564697
	Iteration 6Q: 3 clusters Score -2096567 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2096673.125000 Penalty: 2959.564697
	Iteration 7Q: 3 clusters Score -2096673 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2096778.125000 Penalty: 2959.564697
	Iteration 8Q: 3 clusters Score -2096778 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2096878.375000 Penalty: 2959.564697
	Iteration 9Q: 3 clusters Score -2096878 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2096987.500000 Penalty: 2959.564697
	Iteration 10Q: 3 clusters Score -2096988 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2097068.000000 Penalty: 2959.564697
	Iteration 11Q: 3 clusters Score -2097068 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2097145.250000 Penalty: 2959.564697
	Iteration 12Q: 3 clusters Score -2097145 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2097226.000000 Penalty: 2959.564697
	Iteration 13Q: 3 clusters Score -2097226 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2097295.000000 Penalty: 2959.564697
	Iteration 14Q: 3 clusters Score -2097295 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2097359.250000 Penalty: 2959.564697
	Iteration 15Q: 3 clusters Score -2097359 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2097433.250000 Penalty: 2959.564697
	Iteration 16Q: 3 clusters Score -2097433 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2097508.750000 Penalty: 2959.564697
	Iteration 17Q: 3 clusters Score -2097509 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2097586.500000 Penalty: 2959.564697
	Iteration 18Q: 3 clusters Score -2097586 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2097688.500000 Penalty: 2959.564697
	Iteration 19Q: 3 clusters Score -2097688 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2097823.000000 Penalty: 2959.564697
	Iteration 20F: 3 clusters Score -2097823 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2097987.750000 Penalty: 2959.564697
	Iteration 21Q: 3 clusters Score -2097988 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2098190.750000 Penalty: 2959.564697
	Iteration 22Q: 3 clusters Score -2098191 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2098512.500000 Penalty: 2959.564697
	Iteration 23Q: 3 clusters Score -2098512 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2099003.500000 Penalty: 2959.564697
	Iteration 24Q: 3 clusters Score -2099004 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2099636.500000 Penalty: 2959.564697
	Iteration 25Q: 3 clusters Score -2099636 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2100384.000000 Penalty: 2959.564697
	Iteration 26Q: 3 clusters Score -2100384 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2101178.000000 Penalty: 2959.564697
	Iteration 27Q: 3 clusters Score -2101178 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2101933.750000 Penalty: 2959.564697
	Iteration 28Q: 3 clusters Score -2101934 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2102553.750000 Penalty: 2959.564697
	Iteration 29Q: 3 clusters Score -2102554 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2103007.250000 Penalty: 2959.564697
	Iteration 30Q: 3 clusters Score -2103007 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2103392.750000 Penalty: 2959.564697
	Iteration 31Q: 3 clusters Score -2103393 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2103695.250000 Penalty: 2959.564697
	Iteration 32Q: 3 clusters Score -2103695 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2103849.250000 Penalty: 2959.564697
	Iteration 33Q: 3 clusters Score -2103849 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2103922.250000 Penalty: 2959.564697
	Iteration 34Q: 3 clusters Score -2103922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2103981.500000 Penalty: 2959.564697
	Iteration 35Q: 3 clusters Score -2103982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2104042.750000 Penalty: 2959.564697
	Iteration 36Q: 3 clusters Score -2104043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2104064.000000 Penalty: 2959.564697
	Iteration 37Q: 3 clusters Score -2104064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2104079.250000 Penalty: 2959.564697
	Iteration 38Q: 3 clusters Score -2104079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2104086.500000 Penalty: 2959.564697
	Iteration 39Q: 3 clusters Score -2104086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2104095.250000 Penalty: 2959.564697
	Iteration 40F: 3 clusters Score -2104095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2104100.250000 Penalty: 2959.564697
	Iteration 41Q: 3 clusters Score -2104100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2104099.250000 Penalty: 2959.564697
	Iteration 42Q: 3 clusters Score -2104099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2104099.750000 Penalty: 2959.564697
	Iteration 43Q: 3 clusters Score -2104100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2104102.750000 Penalty: 2959.564697
	Iteration 44Q: 3 clusters Score -2104103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2104104.750000 Penalty: 2959.564697
	Iteration 45Q: 3 clusters Score -2104105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2104105.000000 Penalty: 2959.564697
	Iteration 46Q: 3 clusters Score -2104105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2104105.500000 Penalty: 2959.564697
	Iteration 47Q: 3 clusters Score -2104106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2104111.250000 Penalty: 2959.564697
	Iteration 48Q: 3 clusters Score -2104111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2104115.000000 Penalty: 2959.564697
	Iteration 49Q: 3 clusters Score -2104115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2104115.500000 Penalty: 2959.564697
	Iteration 50Q: 3 clusters Score -2104116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2104115.500000 Penalty: 2959.564697
	Iteration 51F: 3 clusters Score -2104116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27914 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 49318 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40815 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 38584 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37160 members 
Mstep: Class 12 contains 21475 members 
Mstep: Class 13 contains 92361 members 
Mstep: Class 14 contains 86428 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17882 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 23082 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12548 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 19955 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49332 members 
Mstep: Class 30 contains 15021 members 
Mstep: Class 31 contains 20118 members 
Entering Unmasked Estep 
Score: -78914992.000000 Penalty: 62307.648438
Splitting cluster 8 changes total score from -78915616.000000 to -78914992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (38584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Entering Unmasked Estep 
Score: -4295874.500000 Penalty: 1571.416260
	Iteration 0F: 2 clusters Score -4295874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -4270719.500000 Penalty: 3142.832520
	Iteration 0F: 3 clusters Score -4270720 nChanged 17638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -4280468.000000 Penalty: 3142.832520
	Iteration 1F: 3 clusters Score -4280468 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4280925 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4281392.500000 Penalty: 3142.832520
	Iteration 3Q: 3 clusters Score -4281392 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4281840 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4282279.500000 Penalty: 3142.832520
	Iteration 5Q: 3 clusters Score -4282280 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -4282755.000000 Penalty: 3142.832520
	Iteration 6Q: 3 clusters Score -4282755 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -4283273.000000 Penalty: 3142.832520
	Iteration 7Q: 3 clusters Score -4283273 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4283837.000000 Penalty: 3142.832520
	Iteration 8Q: 3 clusters Score -4283837 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4284541.500000 Penalty: 3142.832520
	Iteration 9Q: 3 clusters Score -4284542 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4285395.000000 Penalty: 3142.832520
	Iteration 10Q: 3 clusters Score -4285395 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -4286432.500000 Penalty: 3142.832520
	Iteration 11Q: 3 clusters Score -4286432 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4287692.500000 Penalty: 3142.832520
	Iteration 12Q: 3 clusters Score -4287692 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -4289122.500000 Penalty: 3142.832520
	Iteration 13Q: 3 clusters Score -4289122 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4290499.000000 Penalty: 3142.832520
	Iteration 14Q: 3 clusters Score -4290499 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -4291480.500000 Penalty: 3142.832520
	Iteration 15Q: 3 clusters Score -4291480 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -4292003.000000 Penalty: 3142.832520
	Iteration 16Q: 3 clusters Score -4292003 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4292263.000000 Penalty: 3142.832520
	Iteration 17Q: 3 clusters Score -4292263 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -4292438.000000 Penalty: 3142.832520
	Iteration 18Q: 3 clusters Score -4292438 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -4292565.000000 Penalty: 3142.832520
	Iteration 19Q: 3 clusters Score -4292565 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4292659.000000 Penalty: 3142.832520
	Iteration 20F: 3 clusters Score -4292659 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -4292728.500000 Penalty: 3142.832520
	Iteration 21Q: 3 clusters Score -4292728 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4292779.500000 Penalty: 3142.832520
	Iteration 22Q: 3 clusters Score -4292780 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4292840.500000 Penalty: 3142.832520
	Iteration 23Q: 3 clusters Score -4292840 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -4292882.000000 Penalty: 3142.832520
	Iteration 24Q: 3 clusters Score -4292882 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4292898.000000 Penalty: 3142.832520
	Iteration 25Q: 3 clusters Score -4292898 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4292928.500000 Penalty: 3142.832520
	Iteration 26Q: 3 clusters Score -4292928 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -4292968.000000 Penalty: 3142.832520
	Iteration 27Q: 3 clusters Score -4292968 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4293009.500000 Penalty: 3142.832520
	Iteration 28Q: 3 clusters Score -4293010 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4293024.000000 Penalty: 3142.832520
	Iteration 29Q: 3 clusters Score -4293024 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4293050.500000 Penalty: 3142.832520
	Iteration 30Q: 3 clusters Score -4293050 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4293074.500000 Penalty: 3142.832520
	Iteration 31Q: 3 clusters Score -4293074 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4293110.000000 Penalty: 3142.832520
	Iteration 32Q: 3 clusters Score -4293110 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4293118.000000 Penalty: 3142.832520
	Iteration 33Q: 3 clusters Score -4293118 nChanged 126
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Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -4293146.500000 Penalty: 3142.832520
	Iteration 34Q: 3 clusters Score -4293146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -4293181.000000 Penalty: 3142.832520
	Iteration 35Q: 3 clusters Score -4293181 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -4293182.000000 Penalty: 3142.832520
	Iteration 36Q: 3 clusters Score -4293182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -4293215.000000 Penalty: 3142.832520
	Iteration 37Q: 3 clusters Score -4293215 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -4293231.000000 Penalty: 3142.832520
	Iteration 38Q: 3 clusters Score -4293231 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -4293247.000000 Penalty: 3142.832520
	Iteration 39Q: 3 clusters Score -4293247 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -4293280.500000 Penalty: 3142.832520
	Iteration 40F: 3 clusters Score -4293280 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -4293290.000000 Penalty: 3142.832520
	Iteration 41Q: 3 clusters Score -4293290 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4293324.500000 Penalty: 3142.832520
	Iteration 42Q: 3 clusters Score -4293324 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -4293338.000000 Penalty: 3142.832520
	Iteration 43Q: 3 clusters Score -4293338 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -4293339.500000 Penalty: 3142.832520
	Iteration 44Q: 3 clusters Score -4293340 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -4293355.000000 Penalty: 3142.832520
	Iteration 45Q: 3 clusters Score -4293355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -4293391.500000 Penalty: 3142.832520
	Iteration 46Q: 3 clusters Score -4293392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -4293396.500000 Penalty: 3142.832520
	Iteration 47Q: 3 clusters Score -4293396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -4293421.000000 Penalty: 3142.832520
	Iteration 48Q: 3 clusters Score -4293421 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -4293438.500000 Penalty: 3142.832520
	Iteration 49Q: 3 clusters Score -4293438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4293462.500000 Penalty: 3142.832520
	Iteration 50Q: 3 clusters Score -4293462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -4293486.000000 Penalty: 3142.832520
	Iteration 51Q: 3 clusters Score -4293486 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -4293504.000000 Penalty: 3142.832520
	Iteration 52Q: 3 clusters Score -4293504 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -4293533.000000 Penalty: 3142.832520
	Iteration 53Q: 3 clusters Score -4293533 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -4293549.500000 Penalty: 3142.832520
	Iteration 54Q: 3 clusters Score -4293550 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4293592.500000 Penalty: 3142.832520
	Iteration 55Q: 3 clusters Score -4293592 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -4293611.000000 Penalty: 3142.832520
	Iteration 56Q: 3 clusters Score -4293611 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -4293643.000000 Penalty: 3142.832520
	Iteration 57Q: 3 clusters Score -4293643 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4293665.000000 Penalty: 3142.832520
	Iteration 58Q: 3 clusters Score -4293665 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4293684.000000 Penalty: 3142.832520
	Iteration 59Q: 3 clusters Score -4293684 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -4293710.000000 Penalty: 3142.832520
	Iteration 60F: 3 clusters Score -4293710 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4293736.500000 Penalty: 3142.832520
	Iteration 61Q: 3 clusters Score -4293736 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4293741.500000 Penalty: 3142.832520
	Iteration 62Q: 3 clusters Score -4293742 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -4293760.000000 Penalty: 3142.832520
	Iteration 63Q: 3 clusters Score -4293760 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -4293786.000000 Penalty: 3142.832520
	Iteration 64Q: 3 clusters Score -4293786 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4293801.000000 Penalty: 3142.832520
	Iteration 65Q: 3 clusters Score -4293801 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4293838.000000 Penalty: 3142.832520
	Iteration 66Q: 3 clusters Score -4293838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4293842.000000 Penalty: 3142.832520
	Iteration 67Q: 3 clusters Score -4293842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -4293875.500000 Penalty: 3142.832520
	Iteration 68Q: 3 clusters Score -4293876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4293901.500000 Penalty: 3142.832520
	Iteration 69Q: 3 clusters Score -4293902 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4293950.000000 Penalty: 3142.832520
	Iteration 70Q: 3 clusters Score -4293950 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -4293964.000000 Penalty: 3142.832520
	Iteration 71Q: 3 clusters Score -4293964 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4294001.000000 Penalty: 3142.832520
	Iteration 72Q: 3 clusters Score -4294001 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4294034.000000 Penalty: 3142.832520
	Iteration 73Q: 3 clusters Score -4294034 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -4294102.500000 Penalty: 3142.832520
	Iteration 74Q: 3 clusters Score -4294102 nChanged 156
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Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -4294145.500000 Penalty: 3142.832520
	Iteration 75Q: 3 clusters Score -4294146 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4294180.000000 Penalty: 3142.832520
	Iteration 76Q: 3 clusters Score -4294180 nChanged 123
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Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4294213.000000 Penalty: 3142.832520
	Iteration 77Q: 3 clusters Score -4294213 nChanged 130
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Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4294250.500000 Penalty: 3142.832520
	Iteration 78Q: 3 clusters Score -4294250 nChanged 136
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Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4294285.500000 Penalty: 3142.832520
	Iteration 79Q: 3 clusters Score -4294286 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4294321.500000 Penalty: 3142.832520
	Iteration 80F: 3 clusters Score -4294322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4294348.000000 Penalty: 3142.832520
	Iteration 81Q: 3 clusters Score -4294348 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4294362.000000 Penalty: 3142.832520
	Iteration 82Q: 3 clusters Score -4294362 nChanged 88
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Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4294405.000000 Penalty: 3142.832520
	Iteration 83Q: 3 clusters Score -4294405 nChanged 72
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Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4294425.000000 Penalty: 3142.832520
	Iteration 84Q: 3 clusters Score -4294425 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4294432.500000 Penalty: 3142.832520
	Iteration 85Q: 3 clusters Score -4294432 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4294450.000000 Penalty: 3142.832520
	Iteration 86Q: 3 clusters Score -4294450 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4294465.500000 Penalty: 3142.832520
	Iteration 87Q: 3 clusters Score -4294466 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4294485.500000 Penalty: 3142.832520
	Iteration 88Q: 3 clusters Score -4294486 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4294515.500000 Penalty: 3142.832520
	Iteration 89Q: 3 clusters Score -4294516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4294533.500000 Penalty: 3142.832520
	Iteration 90Q: 3 clusters Score -4294534 nChanged 73
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Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4294549.500000 Penalty: 3142.832520
	Iteration 91Q: 3 clusters Score -4294550 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4294570.000000 Penalty: 3142.832520
	Iteration 92Q: 3 clusters Score -4294570 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4294584.500000 Penalty: 3142.832520
	Iteration 93Q: 3 clusters Score -4294584 nChanged 69
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Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4294609.500000 Penalty: 3142.832520
	Iteration 94Q: 3 clusters Score -4294610 nChanged 61
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Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4294618.500000 Penalty: 3142.832520
	Iteration 95Q: 3 clusters Score -4294618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4294642.500000 Penalty: 3142.832520
	Iteration 96Q: 3 clusters Score -4294642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4294636.500000 Penalty: 3142.832520
	Iteration 97Q: 3 clusters Score -4294636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4294651.500000 Penalty: 3142.832520
	Iteration 98Q: 3 clusters Score -4294652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4294656.500000 Penalty: 3142.832520
	Iteration 99Q: 3 clusters Score -4294656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4294661.500000 Penalty: 3142.832520
	Iteration 100F: 3 clusters Score -4294662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4294664.500000 Penalty: 3142.832520
	Iteration 101Q: 3 clusters Score -4294664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4294666.500000 Penalty: 3142.832520
	Iteration 102Q: 3 clusters Score -4294666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4294675.000000 Penalty: 3142.832520
	Iteration 103Q: 3 clusters Score -4294675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4294677.000000 Penalty: 3142.832520
	Iteration 104Q: 3 clusters Score -4294677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4294686.000000 Penalty: 3142.832520
	Iteration 105Q: 3 clusters Score -4294686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4294680.000000 Penalty: 3142.832520
	Iteration 106Q: 3 clusters Score -4294680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4294688.500000 Penalty: 3142.832520
	Iteration 107Q: 3 clusters Score -4294688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4294694.000000 Penalty: 3142.832520
	Iteration 108Q: 3 clusters Score -4294694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4294687.000000 Penalty: 3142.832520
	Iteration 109Q: 3 clusters Score -4294687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4294691.500000 Penalty: 3142.832520
	Iteration 110Q: 3 clusters Score -4294692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4294694.000000 Penalty: 3142.832520
	Iteration 111Q: 3 clusters Score -4294694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4294690.500000 Penalty: 3142.832520
	Iteration 112Q: 3 clusters Score -4294690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4294689.000000 Penalty: 3142.832520
	Iteration 113Q: 3 clusters Score -4294689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4294690.000000 Penalty: 3142.832520
	Iteration 114Q: 3 clusters Score -4294690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4294692.500000 Penalty: 3142.832520
	Iteration 115Q: 3 clusters Score -4294692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4294699.500000 Penalty: 3142.832520
	Iteration 116Q: 3 clusters Score -4294700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4294694.000000 Penalty: 3142.832520
	Iteration 117Q: 3 clusters Score -4294694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4294697.500000 Penalty: 3142.832520
	Iteration 118Q: 3 clusters Score -4294698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4294694.000000 Penalty: 3142.832520
	Iteration 119Q: 3 clusters Score -4294694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4294694.000000 Penalty: 3142.832520
	Iteration 120F: 3 clusters Score -4294694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4294695.000000 Penalty: 3142.832520
	Iteration 121Q: 3 clusters Score -4294695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4294696.000000 Penalty: 3142.832520
	Iteration 122Q: 3 clusters Score -4294696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4294694.500000 Penalty: 3142.832520
	Iteration 123Q: 3 clusters Score -4294694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4294694.500000 Penalty: 3142.832520
	Iteration 124Q: 3 clusters Score -4294694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4294691.000000 Penalty: 3142.832520
	Iteration 125Q: 3 clusters Score -4294691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4294694.500000 Penalty: 3142.832520
	Iteration 126Q: 3 clusters Score -4294694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4294695.000000 Penalty: 3142.832520
	Iteration 127Q: 3 clusters Score -4294695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4294693.000000 Penalty: 3142.832520
	Iteration 128Q: 3 clusters Score -4294693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4294693.000000 Penalty: 3142.832520
	Iteration 129F: 3 clusters Score -4294693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -676296.500000 Penalty: 1287.272461
	Iteration 0F: 2 clusters Score -676296.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -672179.937500 Penalty: 2574.544922
	Iteration 0F: 3 clusters Score -672179.9 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -673297.437500 Penalty: 2574.544922
	Iteration 1F: 3 clusters Score -673297.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -673499.875000 Penalty: 2574.544922
	Iteration 2F: 3 clusters Score -673499.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -673645.062500 Penalty: 2574.544922
	Iteration 3F: 3 clusters Score -673645.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -673758.500000 Penalty: 2574.544922
	Iteration 4Q: 3 clusters Score -673758.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -673853.312500 Penalty: 2574.544922
	Iteration 5Q: 3 clusters Score -673853.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -673936.000000 Penalty: 2574.544922
	Iteration 6Q: 3 clusters Score -673936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -673997.687500 Penalty: 2574.544922
	Iteration 7Q: 3 clusters Score -673997.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -674046.125000 Penalty: 2574.544922
	Iteration 8Q: 3 clusters Score -674046.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -674076.625000 Penalty: 2574.544922
	Iteration 9Q: 3 clusters Score -674076.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -674110.500000 Penalty: 2574.544922
	Iteration 10Q: 3 clusters Score -674110.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -674144.875000 Penalty: 2574.544922
	Iteration 11Q: 3 clusters Score -674144.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -674183.187500 Penalty: 2574.544922
	Iteration 12Q: 3 clusters Score -674183.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -674214.125000 Penalty: 2574.544922
	Iteration 13Q: 3 clusters Score -674214.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -674243.187500 Penalty: 2574.544922
	Iteration 14Q: 3 clusters Score -674243.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -674269.937500 Penalty: 2574.544922
	Iteration 15Q: 3 clusters Score -674269.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -674294.437500 Penalty: 2574.544922
	Iteration 16Q: 3 clusters Score -674294.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -674315.187500 Penalty: 2574.544922
	Iteration 17Q: 3 clusters Score -674315.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -674337.250000 Penalty: 2574.544922
	Iteration 18Q: 3 clusters Score -674337.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -674366.250000 Penalty: 2574.544922
	Iteration 19Q: 3 clusters Score -674366.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -674387.750000 Penalty: 2574.544922
	Iteration 20F: 3 clusters Score -674387.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -674420.375000 Penalty: 2574.544922
	Iteration 21Q: 3 clusters Score -674420.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -674452.125000 Penalty: 2574.544922
	Iteration 22Q: 3 clusters Score -674452.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -674492.937500 Penalty: 2574.544922
	Iteration 23Q: 3 clusters Score -674492.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -674541.375000 Penalty: 2574.544922
	Iteration 24Q: 3 clusters Score -674541.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -674591.000000 Penalty: 2574.544922
	Iteration 25Q: 3 clusters Score -674591 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -674631.062500 Penalty: 2574.544922
	Iteration 26Q: 3 clusters Score -674631.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -674665.000000 Penalty: 2574.544922
	Iteration 27Q: 3 clusters Score -674665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -674700.062500 Penalty: 2574.544922
	Iteration 28Q: 3 clusters Score -674700.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -674725.187500 Penalty: 2574.544922
	Iteration 29Q: 3 clusters Score -674725.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -674747.812500 Penalty: 2574.544922
	Iteration 30Q: 3 clusters Score -674747.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -674771.187500 Penalty: 2574.544922
	Iteration 31Q: 3 clusters Score -674771.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -674786.375000 Penalty: 2574.544922
	Iteration 32Q: 3 clusters Score -674786.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -674795.750000 Penalty: 2574.544922
	Iteration 33Q: 3 clusters Score -674795.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -674804.062500 Penalty: 2574.544922
	Iteration 34Q: 3 clusters Score -674804.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -674811.750000 Penalty: 2574.544922
	Iteration 35Q: 3 clusters Score -674811.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -674816.250000 Penalty: 2574.544922
	Iteration 36Q: 3 clusters Score -674816.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -674823.562500 Penalty: 2574.544922
	Iteration 37Q: 3 clusters Score -674823.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -674827.250000 Penalty: 2574.544922
	Iteration 38Q: 3 clusters Score -674827.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -674830.625000 Penalty: 2574.544922
	Iteration 39Q: 3 clusters Score -674830.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -674833.437500 Penalty: 2574.544922
	Iteration 40F: 3 clusters Score -674833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -674834.562500 Penalty: 2574.544922
	Iteration 41Q: 3 clusters Score -674834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -674835.937500 Penalty: 2574.544922
	Iteration 42Q: 3 clusters Score -674835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -674836.250000 Penalty: 2574.544922
	Iteration 43Q: 3 clusters Score -674836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -674838.687500 Penalty: 2574.544922
	Iteration 44Q: 3 clusters Score -674838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -674838.937500 Penalty: 2574.544922
	Iteration 45Q: 3 clusters Score -674838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -674842.562500 Penalty: 2574.544922
	Iteration 46Q: 3 clusters Score -674842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -674846.125000 Penalty: 2574.544922
	Iteration 47Q: 3 clusters Score -674846.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -674847.812500 Penalty: 2574.544922
	Iteration 48Q: 3 clusters Score -674847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -674850.812500 Penalty: 2574.544922
	Iteration 49Q: 3 clusters Score -674850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -674851.437500 Penalty: 2574.544922
	Iteration 50Q: 3 clusters Score -674851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -674852.937500 Penalty: 2574.544922
	Iteration 51Q: 3 clusters Score -674852.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -674854.750000 Penalty: 2574.544922
	Iteration 52Q: 3 clusters Score -674854.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -674856.437500 Penalty: 2574.544922
	Iteration 53Q: 3 clusters Score -674856.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -674860.375000 Penalty: 2574.544922
	Iteration 54Q: 3 clusters Score -674860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -674861.437500 Penalty: 2574.544922
	Iteration 55Q: 3 clusters Score -674861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -674862.062500 Penalty: 2574.544922
	Iteration 56Q: 3 clusters Score -674862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -674863.125000 Penalty: 2574.544922
	Iteration 57Q: 3 clusters Score -674863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -674862.750000 Penalty: 2574.544922
	Iteration 58Q: 3 clusters Score -674862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -674866.687500 Penalty: 2574.544922
	Iteration 59Q: 3 clusters Score -674866.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -674866.812500 Penalty: 2574.544922
	Iteration 60F: 3 clusters Score -674866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -674868.750000 Penalty: 2574.544922
	Iteration 61Q: 3 clusters Score -674868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -674869.062500 Penalty: 2574.544922
	Iteration 62Q: 3 clusters Score -674869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -674871.125000 Penalty: 2574.544922
	Iteration 63Q: 3 clusters Score -674871.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -674874.750000 Penalty: 2574.544922
	Iteration 64Q: 3 clusters Score -674874.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -674878.875000 Penalty: 2574.544922
	Iteration 65Q: 3 clusters Score -674878.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -674883.625000 Penalty: 2574.544922
	Iteration 66Q: 3 clusters Score -674883.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -674884.687500 Penalty: 2574.544922
	Iteration 67Q: 3 clusters Score -674884.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -674887.750000 Penalty: 2574.544922
	Iteration 68Q: 3 clusters Score -674887.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -674888.250000 Penalty: 2574.544922
	Iteration 69Q: 3 clusters Score -674888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -674888.062500 Penalty: 2574.544922
	Iteration 70Q: 3 clusters Score -674888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -674888.812500 Penalty: 2574.544922
	Iteration 71Q: 3 clusters Score -674888.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -674890.375000 Penalty: 2574.544922
	Iteration 72Q: 3 clusters Score -674890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -674891.687500 Penalty: 2574.544922
	Iteration 73Q: 3 clusters Score -674891.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -674892.187500 Penalty: 2574.544922
	Iteration 74Q: 3 clusters Score -674892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -674891.750000 Penalty: 2574.544922
	Iteration 75Q: 3 clusters Score -674891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -674892.062500 Penalty: 2574.544922
	Iteration 76Q: 3 clusters Score -674892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -674893.312500 Penalty: 2574.544922
	Iteration 77Q: 3 clusters Score -674893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -674892.750000 Penalty: 2574.544922
	Iteration 78Q: 3 clusters Score -674892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -674892.375000 Penalty: 2574.544922
	Iteration 79Q: 3 clusters Score -674892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -674892.062500 Penalty: 2574.544922
	Iteration 80F: 3 clusters Score -674892.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Entering Unmasked Estep 
Score: -4146476.750000 Penalty: 1565.820679
	Iteration 0F: 2 clusters Score -4146477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -4122264.250000 Penalty: 3131.641357
	Iteration 0F: 3 clusters Score -4122264 nChanged 17035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4131683.500000 Penalty: 3131.641357
	Iteration 1F: 3 clusters Score -4131684 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -4132548.250000 Penalty: 3131.641357
	Iteration 2F: 3 clusters Score -4132548 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -4133737.750000 Penalty: 3131.641357
	Iteration 3F: 3 clusters Score -4133738 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -4135487.500000 Penalty: 3131.641357
	Iteration 4F: 3 clusters Score -4135488 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4137815.000000 Penalty: 3131.641357
	Iteration 5F: 3 clusters Score -4137815 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4140401.000000 Penalty: 3131.641357
	Iteration 6F: 3 clusters Score -4140401 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4142511.000000 Penalty: 3131.641357
	Iteration 7F: 3 clusters Score -4142511 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -4143811.500000 Penalty: 3131.641357
	Iteration 8Q: 3 clusters Score -4143812 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4144478.500000 Penalty: 3131.641357
	Iteration 9Q: 3 clusters Score -4144478 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4144852.000000 Penalty: 3131.641357
	Iteration 10Q: 3 clusters Score -4144852 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4145009.000000 Penalty: 3131.641357
	Iteration 11Q: 3 clusters Score -4145009 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -4145090.250000 Penalty: 3131.641357
	Iteration 12Q: 3 clusters Score -4145090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4145111.500000 Penalty: 3131.641357
	Iteration 13Q: 3 clusters Score -4145112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -4145143.750000 Penalty: 3131.641357
	Iteration 14Q: 3 clusters Score -4145144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -4145174.000000 Penalty: 3131.641357
	Iteration 15Q: 3 clusters Score -4145174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4145197.750000 Penalty: 3131.641357
	Iteration 16Q: 3 clusters Score -4145198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4145220.000000 Penalty: 3131.641357
	Iteration 17Q: 3 clusters Score -4145220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -4145238.750000 Penalty: 3131.641357
	Iteration 18Q: 3 clusters Score -4145239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4145251.250000 Penalty: 3131.641357
	Iteration 19Q: 3 clusters Score -4145251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4145253.000000 Penalty: 3131.641357
	Iteration 20F: 3 clusters Score -4145253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4145256.000000 Penalty: 3131.641357
	Iteration 21Q: 3 clusters Score -4145256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -4145260.500000 Penalty: 3131.641357
	Iteration 22Q: 3 clusters Score -4145260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4145263.000000 Penalty: 3131.641357
	Iteration 23Q: 3 clusters Score -4145263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4145266.500000 Penalty: 3131.641357
	Iteration 24Q: 3 clusters Score -4145266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4145269.250000 Penalty: 3131.641357
	Iteration 25Q: 3 clusters Score -4145269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4145274.750000 Penalty: 3131.641357
	Iteration 26Q: 3 clusters Score -4145275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4145279.750000 Penalty: 3131.641357
	Iteration 27Q: 3 clusters Score -4145280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4145282.750000 Penalty: 3131.641357
	Iteration 28Q: 3 clusters Score -4145283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4145287.500000 Penalty: 3131.641357
	Iteration 29Q: 3 clusters Score -4145288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4145293.250000 Penalty: 3131.641357
	Iteration 30Q: 3 clusters Score -4145293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4145290.000000 Penalty: 3131.641357
	Iteration 31Q: 3 clusters Score -4145290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4145297.500000 Penalty: 3131.641357
	Iteration 32Q: 3 clusters Score -4145298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4145300.500000 Penalty: 3131.641357
	Iteration 33Q: 3 clusters Score -4145300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4145300.500000 Penalty: 3131.641357
	Iteration 34F: 3 clusters Score -4145300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Entering Unmasked Estep 
Score: -2408240.500000 Penalty: 1484.227173
	Iteration 0F: 2 clusters Score -2408240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2394310.000000 Penalty: 2968.454346
	Iteration 0F: 3 clusters Score -2394310 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2399205.250000 Penalty: 2968.454346
	Iteration 1F: 3 clusters Score -2399205 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2399623.750000 Penalty: 2968.454346
	Iteration 2F: 3 clusters Score -2399624 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2399992.250000 Penalty: 2968.454346
	Iteration 3Q: 3 clusters Score -2399992 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2400350.000000 Penalty: 2968.454346
	Iteration 4Q: 3 clusters Score -2400350 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2400707.000000 Penalty: 2968.454346
	Iteration 5Q: 3 clusters Score -2400707 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2401078.000000 Penalty: 2968.454346
	Iteration 6Q: 3 clusters Score -2401078 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2401412.750000 Penalty: 2968.454346
	Iteration 7Q: 3 clusters Score -2401413 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2401753.000000 Penalty: 2968.454346
	Iteration 8Q: 3 clusters Score -2401753 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2402050.000000 Penalty: 2968.454346
	Iteration 9Q: 3 clusters Score -2402050 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2402320.250000 Penalty: 2968.454346
	Iteration 10Q: 3 clusters Score -2402320 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2402569.250000 Penalty: 2968.454346
	Iteration 11Q: 3 clusters Score -2402569 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2402806.750000 Penalty: 2968.454346
	Iteration 12Q: 3 clusters Score -2402807 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2403041.500000 Penalty: 2968.454346
	Iteration 13Q: 3 clusters Score -2403042 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2403291.000000 Penalty: 2968.454346
	Iteration 14Q: 3 clusters Score -2403291 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2403565.750000 Penalty: 2968.454346
	Iteration 15Q: 3 clusters Score -2403566 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2403866.250000 Penalty: 2968.454346
	Iteration 16Q: 3 clusters Score -2403866 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2404240.000000 Penalty: 2968.454346
	Iteration 17Q: 3 clusters Score -2404240 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2404673.500000 Penalty: 2968.454346
	Iteration 18Q: 3 clusters Score -2404674 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2405144.500000 Penalty: 2968.454346
	Iteration 19Q: 3 clusters Score -2405144 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2405553.250000 Penalty: 2968.454346
	Iteration 20F: 3 clusters Score -2405553 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2405954.250000 Penalty: 2968.454346
	Iteration 21Q: 3 clusters Score -2405954 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2406278.500000 Penalty: 2968.454346
	Iteration 22Q: 3 clusters Score -2406278 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2406509.750000 Penalty: 2968.454346
	Iteration 23Q: 3 clusters Score -2406510 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2406699.500000 Penalty: 2968.454346
	Iteration 24Q: 3 clusters Score -2406700 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2406835.000000 Penalty: 2968.454346
	Iteration 25Q: 3 clusters Score -2406835 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2406948.000000 Penalty: 2968.454346
	Iteration 26Q: 3 clusters Score -2406948 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2407026.500000 Penalty: 2968.454346
	Iteration 27Q: 3 clusters Score -2407026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2407086.000000 Penalty: 2968.454346
	Iteration 28Q: 3 clusters Score -2407086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2407132.750000 Penalty: 2968.454346
	Iteration 29Q: 3 clusters Score -2407133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2407160.750000 Penalty: 2968.454346
	Iteration 30Q: 3 clusters Score -2407161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2407175.000000 Penalty: 2968.454346
	Iteration 31Q: 3 clusters Score -2407175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2407186.500000 Penalty: 2968.454346
	Iteration 32Q: 3 clusters Score -2407186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2407196.000000 Penalty: 2968.454346
	Iteration 33Q: 3 clusters Score -2407196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2407210.250000 Penalty: 2968.454346
	Iteration 34Q: 3 clusters Score -2407210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2407215.000000 Penalty: 2968.454346
	Iteration 35Q: 3 clusters Score -2407215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2407225.250000 Penalty: 2968.454346
	Iteration 36Q: 3 clusters Score -2407225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2407232.000000 Penalty: 2968.454346
	Iteration 37Q: 3 clusters Score -2407232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2407239.000000 Penalty: 2968.454346
	Iteration 38Q: 3 clusters Score -2407239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2407241.500000 Penalty: 2968.454346
	Iteration 39Q: 3 clusters Score -2407242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2407247.000000 Penalty: 2968.454346
	Iteration 40F: 3 clusters Score -2407247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2407247.750000 Penalty: 2968.454346
	Iteration 41Q: 3 clusters Score -2407248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2407247.500000 Penalty: 2968.454346
	Iteration 42Q: 3 clusters Score -2407248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2407246.500000 Penalty: 2968.454346
	Iteration 43Q: 3 clusters Score -2407246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2407246.750000 Penalty: 2968.454346
	Iteration 44Q: 3 clusters Score -2407247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2407247.750000 Penalty: 2968.454346
	Iteration 45Q: 3 clusters Score -2407248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2407248.000000 Penalty: 2968.454346
	Iteration 46Q: 3 clusters Score -2407248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2407245.250000 Penalty: 2968.454346
	Iteration 47Q: 3 clusters Score -2407245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2407250.000000 Penalty: 2968.454346
	Iteration 48Q: 3 clusters Score -2407250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2407253.000000 Penalty: 2968.454346
	Iteration 49Q: 3 clusters Score -2407253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2407256.000000 Penalty: 2968.454346
	Iteration 50Q: 3 clusters Score -2407256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2407259.750000 Penalty: 2968.454346
	Iteration 51Q: 3 clusters Score -2407260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2407259.750000 Penalty: 2968.454346
	Iteration 52F: 3 clusters Score -2407260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (92361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Entering Unmasked Estep 
Score: -10217380.000000 Penalty: 1701.298950
	Iteration 0F: 2 clusters Score -1.021738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -10156990.000000 Penalty: 3402.597900
	Iteration 0F: 3 clusters Score -1.015699e+07 nChanged 43543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -10182029.000000 Penalty: 3402.597900
	Iteration 1F: 3 clusters Score -1.018203e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -10183142.000000 Penalty: 3402.597900
	Iteration 2Q: 3 clusters Score -1.018314e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -10184574.000000 Penalty: 3402.597900
	Iteration 3Q: 3 clusters Score -1.018457e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -10186309.000000 Penalty: 3402.597900
	Iteration 4Q: 3 clusters Score -1.018631e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -10188476.000000 Penalty: 3402.597900
	Iteration 5F: 3 clusters Score -1.018848e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -10191313.000000 Penalty: 3402.597900
	Iteration 6F: 3 clusters Score -1.019131e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -10194722.000000 Penalty: 3402.597900
	Iteration 7F: 3 clusters Score -1.019472e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -10198924.000000 Penalty: 3402.597900
	Iteration 8F: 3 clusters Score -1.019892e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -10203503.000000 Penalty: 3402.597900
	Iteration 9F: 3 clusters Score -1.02035e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -10207808.000000 Penalty: 3402.597900
	Iteration 10F: 3 clusters Score -1.020781e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -10211212.000000 Penalty: 3402.597900
	Iteration 11Q: 3 clusters Score -1.021121e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -10213487.000000 Penalty: 3402.597900
	Iteration 12Q: 3 clusters Score -1.021349e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -10214669.000000 Penalty: 3402.597900
	Iteration 13Q: 3 clusters Score -1.021467e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10215303.000000 Penalty: 3402.597900
	Iteration 14Q: 3 clusters Score -1.02153e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91245 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -10215659.000000 Penalty: 3402.597900
	Iteration 15Q: 3 clusters Score -1.021566e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10215899.000000 Penalty: 3402.597900
	Iteration 16Q: 3 clusters Score -1.02159e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10216047.000000 Penalty: 3402.597900
	Iteration 17Q: 3 clusters Score -1.021605e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10216110.000000 Penalty: 3402.597900
	Iteration 18Q: 3 clusters Score -1.021611e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10216135.000000 Penalty: 3402.597900
	Iteration 19Q: 3 clusters Score -1.021614e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10216171.000000 Penalty: 3402.597900
	Iteration 20F: 3 clusters Score -1.021617e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10216171.000000 Penalty: 3402.597900
	Iteration 21Q: 3 clusters Score -1.021617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10216180.000000 Penalty: 3402.597900
	Iteration 22Q: 3 clusters Score -1.021618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91817 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10216180.000000 Penalty: 3402.597900
	Iteration 23Q: 3 clusters Score -1.021618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10216193.000000 Penalty: 3402.597900
	Iteration 24Q: 3 clusters Score -1.021619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10216208.000000 Penalty: 3402.597900
	Iteration 25Q: 3 clusters Score -1.021621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10216201.000000 Penalty: 3402.597900
	Iteration 26Q: 3 clusters Score -1.02162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10216225.000000 Penalty: 3402.597900
	Iteration 27Q: 3 clusters Score -1.021622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10216230.000000 Penalty: 3402.597900
	Iteration 28Q: 3 clusters Score -1.021623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91855 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10216231.000000 Penalty: 3402.597900
	Iteration 29Q: 3 clusters Score -1.021623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10216233.000000 Penalty: 3402.597900
	Iteration 30Q: 3 clusters Score -1.021623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10216234.000000 Penalty: 3402.597900
	Iteration 31Q: 3 clusters Score -1.021623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10216234.000000 Penalty: 3402.597900
	Iteration 32F: 3 clusters Score -1.021623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (86428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Entering Unmasked Estep 
Score: -9502543.000000 Penalty: 1691.419678
	Iteration 0F: 2 clusters Score -9502543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -9445924.000000 Penalty: 3382.839355
	Iteration 0F: 3 clusters Score -9445924 nChanged 40722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -9469039.000000 Penalty: 3382.839355
	Iteration 1F: 3 clusters Score -9469039 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -9470254.000000 Penalty: 3382.839355
	Iteration 2Q: 3 clusters Score -9470254 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -9472774.000000 Penalty: 3382.839355
	Iteration 3Q: 3 clusters Score -9472774 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -9479411.000000 Penalty: 3382.839355
	Iteration 4F: 3 clusters Score -9479411 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -9498066.000000 Penalty: 3382.839355
	Iteration 5F: 3 clusters Score -9498066 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -9517192.000000 Penalty: 3382.839355
	Iteration 6F: 3 clusters Score -9517192 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -9526566.000000 Penalty: 3382.839355
	Iteration 7F: 3 clusters Score -9526566 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -9533593.000000 Penalty: 3382.839355
	Iteration 8F: 3 clusters Score -9533593 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -9542082.000000 Penalty: 3382.839355
	Iteration 9Q: 3 clusters Score -9542082 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -9551799.000000 Penalty: 3382.839355
	Iteration 10Q: 3 clusters Score -9551799 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -9555533.000000 Penalty: 3382.839355
	Iteration 11Q: 3 clusters Score -9555533 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -9555965.000000 Penalty: 3382.839355
	Iteration 12Q: 3 clusters Score -9555965 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -9556065.000000 Penalty: 3382.839355
	Iteration 13Q: 3 clusters Score -9556065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -9556108.000000 Penalty: 3382.839355
	Iteration 14Q: 3 clusters Score -9556108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -9556096.000000 Penalty: 3382.839355
	Iteration 15Q: 3 clusters Score -9556096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -9556092.000000 Penalty: 3382.839355
	Iteration 16Q: 3 clusters Score -9556092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -9556097.000000 Penalty: 3382.839355
	Iteration 17Q: 3 clusters Score -9556097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -9556103.000000 Penalty: 3382.839355
	Iteration 18Q: 3 clusters Score -9556103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -9556093.000000 Penalty: 3382.839355
	Iteration 19Q: 3 clusters Score -9556093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -9556117.000000 Penalty: 3382.839355
	Iteration 20F: 3 clusters Score -9556117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -9556131.000000 Penalty: 3382.839355
	Iteration 21Q: 3 clusters Score -9556131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -9556134.000000 Penalty: 3382.839355
	Iteration 22Q: 3 clusters Score -9556134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -9556137.000000 Penalty: 3382.839355
	Iteration 23Q: 3 clusters Score -9556137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -9556137.000000 Penalty: 3382.839355
	Iteration 24F: 3 clusters Score -9556137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27914 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 49318 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40815 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 38584 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37160 members 
Mstep: Class 12 contains 21475 members 
Mstep: Class 13 contains 92361 members 
Mstep: Class 14 contains 21042 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17882 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 23082 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12548 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 19955 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49332 members 
Mstep: Class 30 contains 15021 members 
Mstep: Class 31 contains 65386 members 
Entering Unmasked Estep 
Score: -78968976.000000 Penalty: 62307.648438
Splitting cluster 14 changes total score from -78915616.000000 to -78968976.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (19147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Entering Unmasked Estep 
Score: -2141239.750000 Penalty: 1467.153320
	Iteration 0F: 2 clusters Score -2141240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2128642.500000 Penalty: 2934.306641
	Iteration 0F: 3 clusters Score -2128642 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2133269.750000 Penalty: 2934.306641
	Iteration 1F: 3 clusters Score -2133270 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2133610.750000 Penalty: 2934.306641
	Iteration 2F: 3 clusters Score -2133611 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2133887.500000 Penalty: 2934.306641
	Iteration 3Q: 3 clusters Score -2133888 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2134118.000000 Penalty: 2934.306641
	Iteration 4Q: 3 clusters Score -2134118 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2134346.250000 Penalty: 2934.306641
	Iteration 5Q: 3 clusters Score -2134346 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2134560.750000 Penalty: 2934.306641
	Iteration 6Q: 3 clusters Score -2134561 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2134775.250000 Penalty: 2934.306641
	Iteration 7Q: 3 clusters Score -2134775 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2134996.000000 Penalty: 2934.306641
	Iteration 8Q: 3 clusters Score -2134996 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2135244.250000 Penalty: 2934.306641
	Iteration 9Q: 3 clusters Score -2135244 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2135509.250000 Penalty: 2934.306641
	Iteration 10Q: 3 clusters Score -2135509 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2135785.500000 Penalty: 2934.306641
	Iteration 11Q: 3 clusters Score -2135786 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2136115.000000 Penalty: 2934.306641
	Iteration 12Q: 3 clusters Score -2136115 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2136527.500000 Penalty: 2934.306641
	Iteration 13Q: 3 clusters Score -2136528 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2136972.750000 Penalty: 2934.306641
	Iteration 14Q: 3 clusters Score -2136973 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2137379.750000 Penalty: 2934.306641
	Iteration 15Q: 3 clusters Score -2137380 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2137785.750000 Penalty: 2934.306641
	Iteration 16Q: 3 clusters Score -2137786 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2138169.000000 Penalty: 2934.306641
	Iteration 17Q: 3 clusters Score -2138169 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2138529.500000 Penalty: 2934.306641
	Iteration 18Q: 3 clusters Score -2138530 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2138849.500000 Penalty: 2934.306641
	Iteration 19Q: 3 clusters Score -2138850 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2139138.000000 Penalty: 2934.306641
	Iteration 20F: 3 clusters Score -2139138 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2139383.000000 Penalty: 2934.306641
	Iteration 21Q: 3 clusters Score -2139383 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2139598.500000 Penalty: 2934.306641
	Iteration 22Q: 3 clusters Score -2139598 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2139744.250000 Penalty: 2934.306641
	Iteration 23Q: 3 clusters Score -2139744 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2139843.750000 Penalty: 2934.306641
	Iteration 24Q: 3 clusters Score -2139844 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2139921.250000 Penalty: 2934.306641
	Iteration 25Q: 3 clusters Score -2139921 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2139983.250000 Penalty: 2934.306641
	Iteration 26Q: 3 clusters Score -2139983 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2140031.250000 Penalty: 2934.306641
	Iteration 27Q: 3 clusters Score -2140031 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2140074.250000 Penalty: 2934.306641
	Iteration 28Q: 3 clusters Score -2140074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2140114.000000 Penalty: 2934.306641
	Iteration 29Q: 3 clusters Score -2140114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2140132.500000 Penalty: 2934.306641
	Iteration 30Q: 3 clusters Score -2140132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2140149.500000 Penalty: 2934.306641
	Iteration 31Q: 3 clusters Score -2140150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2140161.500000 Penalty: 2934.306641
	Iteration 32Q: 3 clusters Score -2140162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2140171.500000 Penalty: 2934.306641
	Iteration 33Q: 3 clusters Score -2140172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2140176.500000 Penalty: 2934.306641
	Iteration 34Q: 3 clusters Score -2140176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2140179.000000 Penalty: 2934.306641
	Iteration 35Q: 3 clusters Score -2140179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2140183.000000 Penalty: 2934.306641
	Iteration 36Q: 3 clusters Score -2140183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2140188.000000 Penalty: 2934.306641
	Iteration 37Q: 3 clusters Score -2140188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2140191.000000 Penalty: 2934.306641
	Iteration 38Q: 3 clusters Score -2140191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2140199.500000 Penalty: 2934.306641
	Iteration 39Q: 3 clusters Score -2140200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2140204.250000 Penalty: 2934.306641
	Iteration 40F: 3 clusters Score -2140204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2140211.000000 Penalty: 2934.306641
	Iteration 41Q: 3 clusters Score -2140211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2140218.750000 Penalty: 2934.306641
	Iteration 42Q: 3 clusters Score -2140219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2140220.750000 Penalty: 2934.306641
	Iteration 43Q: 3 clusters Score -2140221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2140224.000000 Penalty: 2934.306641
	Iteration 44Q: 3 clusters Score -2140224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2140225.500000 Penalty: 2934.306641
	Iteration 45Q: 3 clusters Score -2140226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2140228.750000 Penalty: 2934.306641
	Iteration 46Q: 3 clusters Score -2140229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2140231.500000 Penalty: 2934.306641
	Iteration 47Q: 3 clusters Score -2140232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2140236.250000 Penalty: 2934.306641
	Iteration 48Q: 3 clusters Score -2140236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2140232.750000 Penalty: 2934.306641
	Iteration 49Q: 3 clusters Score -2140233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2140242.000000 Penalty: 2934.306641
	Iteration 50Q: 3 clusters Score -2140242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2140243.250000 Penalty: 2934.306641
	Iteration 51Q: 3 clusters Score -2140243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2140245.500000 Penalty: 2934.306641
	Iteration 52Q: 3 clusters Score -2140246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2140246.750000 Penalty: 2934.306641
	Iteration 53Q: 3 clusters Score -2140247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2140247.750000 Penalty: 2934.306641
	Iteration 54Q: 3 clusters Score -2140248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2140248.500000 Penalty: 2934.306641
	Iteration 55Q: 3 clusters Score -2140248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2140250.500000 Penalty: 2934.306641
	Iteration 56Q: 3 clusters Score -2140250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2140251.750000 Penalty: 2934.306641
	Iteration 57Q: 3 clusters Score -2140252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2140251.750000 Penalty: 2934.306641
	Iteration 58F: 3 clusters Score -2140252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -365570.750000 Penalty: 1213.346924
	Iteration 0F: 2 clusters Score -365570.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -362826.593750 Penalty: 2426.693848
	Iteration 0F: 3 clusters Score -362826.6 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -363643.718750 Penalty: 2426.693848
	Iteration 1F: 3 clusters Score -363643.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -363846.875000 Penalty: 2426.693848
	Iteration 2F: 3 clusters Score -363846.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -363948.531250 Penalty: 2426.693848
	Iteration 3Q: 3 clusters Score -363948.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -364016.843750 Penalty: 2426.693848
	Iteration 4Q: 3 clusters Score -364016.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -364077.812500 Penalty: 2426.693848
	Iteration 5Q: 3 clusters Score -364077.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -364134.843750 Penalty: 2426.693848
	Iteration 6Q: 3 clusters Score -364134.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -364192.156250 Penalty: 2426.693848
	Iteration 7Q: 3 clusters Score -364192.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -364244.718750 Penalty: 2426.693848
	Iteration 8Q: 3 clusters Score -364244.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -364290.750000 Penalty: 2426.693848
	Iteration 9Q: 3 clusters Score -364290.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -364315.437500 Penalty: 2426.693848
	Iteration 10Q: 3 clusters Score -364315.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -364337.843750 Penalty: 2426.693848
	Iteration 11Q: 3 clusters Score -364337.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -364357.218750 Penalty: 2426.693848
	Iteration 12Q: 3 clusters Score -364357.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -364377.187500 Penalty: 2426.693848
	Iteration 13Q: 3 clusters Score -364377.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -364399.562500 Penalty: 2426.693848
	Iteration 14Q: 3 clusters Score -364399.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -364418.781250 Penalty: 2426.693848
	Iteration 15Q: 3 clusters Score -364418.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -364432.281250 Penalty: 2426.693848
	Iteration 16Q: 3 clusters Score -364432.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -364440.781250 Penalty: 2426.693848
	Iteration 17Q: 3 clusters Score -364440.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -364445.437500 Penalty: 2426.693848
	Iteration 18Q: 3 clusters Score -364445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -364448.656250 Penalty: 2426.693848
	Iteration 19Q: 3 clusters Score -364448.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -364451.468750 Penalty: 2426.693848
	Iteration 20F: 3 clusters Score -364451.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -364456.500000 Penalty: 2426.693848
	Iteration 21Q: 3 clusters Score -364456.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -364461.906250 Penalty: 2426.693848
	Iteration 22Q: 3 clusters Score -364461.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -364466.968750 Penalty: 2426.693848
	Iteration 23Q: 3 clusters Score -364467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -364473.187500 Penalty: 2426.693848
	Iteration 24Q: 3 clusters Score -364473.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -364482.718750 Penalty: 2426.693848
	Iteration 25Q: 3 clusters Score -364482.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -364491.500000 Penalty: 2426.693848
	Iteration 26Q: 3 clusters Score -364491.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -364497.937500 Penalty: 2426.693848
	Iteration 27Q: 3 clusters Score -364497.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -364503.000000 Penalty: 2426.693848
	Iteration 28Q: 3 clusters Score -364503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -364510.187500 Penalty: 2426.693848
	Iteration 29Q: 3 clusters Score -364510.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -364530.750000 Penalty: 2426.693848
	Iteration 30Q: 3 clusters Score -364530.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -364547.750000 Penalty: 2426.693848
	Iteration 31Q: 3 clusters Score -364547.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -364573.312500 Penalty: 2426.693848
	Iteration 32Q: 3 clusters Score -364573.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -364605.375000 Penalty: 2426.693848
	Iteration 33Q: 3 clusters Score -364605.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -364631.968750 Penalty: 2426.693848
	Iteration 34Q: 3 clusters Score -364632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -364658.968750 Penalty: 2426.693848
	Iteration 35Q: 3 clusters Score -364659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -364685.625000 Penalty: 2426.693848
	Iteration 36Q: 3 clusters Score -364685.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -364717.625000 Penalty: 2426.693848
	Iteration 37Q: 3 clusters Score -364717.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -364755.187500 Penalty: 2426.693848
	Iteration 38Q: 3 clusters Score -364755.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -364796.093750 Penalty: 2426.693848
	Iteration 39Q: 3 clusters Score -364796.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -364822.875000 Penalty: 2426.693848
	Iteration 40F: 3 clusters Score -364822.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -364844.781250 Penalty: 2426.693848
	Iteration 41Q: 3 clusters Score -364844.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -364871.750000 Penalty: 2426.693848
	Iteration 42Q: 3 clusters Score -364871.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -364894.156250 Penalty: 2426.693848
	Iteration 43Q: 3 clusters Score -364894.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -364923.093750 Penalty: 2426.693848
	Iteration 44Q: 3 clusters Score -364923.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -364945.031250 Penalty: 2426.693848
	Iteration 45Q: 3 clusters Score -364945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -364966.437500 Penalty: 2426.693848
	Iteration 46Q: 3 clusters Score -364966.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -364989.062500 Penalty: 2426.693848
	Iteration 47Q: 3 clusters Score -364989.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -365011.156250 Penalty: 2426.693848
	Iteration 48Q: 3 clusters Score -365011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -365019.687500 Penalty: 2426.693848
	Iteration 49Q: 3 clusters Score -365019.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -365027.312500 Penalty: 2426.693848
	Iteration 50Q: 3 clusters Score -365027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -365032.468750 Penalty: 2426.693848
	Iteration 51Q: 3 clusters Score -365032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -365034.968750 Penalty: 2426.693848
	Iteration 52Q: 3 clusters Score -365035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -365040.218750 Penalty: 2426.693848
	Iteration 53Q: 3 clusters Score -365040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -365043.593750 Penalty: 2426.693848
	Iteration 54Q: 3 clusters Score -365043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -365050.187500 Penalty: 2426.693848
	Iteration 55Q: 3 clusters Score -365050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -365054.562500 Penalty: 2426.693848
	Iteration 56Q: 3 clusters Score -365054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -365056.093750 Penalty: 2426.693848
	Iteration 57Q: 3 clusters Score -365056.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -365056.093750 Penalty: 2426.693848
	Iteration 58F: 3 clusters Score -365056.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Entering Unmasked Estep 
Score: -1991711.375000 Penalty: 1456.982666
	Iteration 0F: 2 clusters Score -1991711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1980040.875000 Penalty: 2913.965332
	Iteration 0F: 3 clusters Score -1980041 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1984128.000000 Penalty: 2913.965332
	Iteration 1F: 3 clusters Score -1984128 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1984584.375000 Penalty: 2913.965332
	Iteration 2F: 3 clusters Score -1984584 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1985013.875000 Penalty: 2913.965332
	Iteration 3F: 3 clusters Score -1985014 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1985428.500000 Penalty: 2913.965332
	Iteration 4F: 3 clusters Score -1985428 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1985894.500000 Penalty: 2913.965332
	Iteration 5F: 3 clusters Score -1985894 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1986471.250000 Penalty: 2913.965332
	Iteration 6F: 3 clusters Score -1986471 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1987078.375000 Penalty: 2913.965332
	Iteration 7F: 3 clusters Score -1987078 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1987702.000000 Penalty: 2913.965332
	Iteration 8F: 3 clusters Score -1987702 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1988311.625000 Penalty: 2913.965332
	Iteration 9Q: 3 clusters Score -1988312 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1988808.500000 Penalty: 2913.965332
	Iteration 10Q: 3 clusters Score -1988808 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1989210.625000 Penalty: 2913.965332
	Iteration 11Q: 3 clusters Score -1989211 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1989507.750000 Penalty: 2913.965332
	Iteration 12Q: 3 clusters Score -1989508 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1989738.250000 Penalty: 2913.965332
	Iteration 13Q: 3 clusters Score -1989738 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1989930.375000 Penalty: 2913.965332
	Iteration 14Q: 3 clusters Score -1989930 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1990092.000000 Penalty: 2913.965332
	Iteration 15Q: 3 clusters Score -1990092 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1990229.125000 Penalty: 2913.965332
	Iteration 16Q: 3 clusters Score -1990229 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1990315.875000 Penalty: 2913.965332
	Iteration 17Q: 3 clusters Score -1990316 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1990381.375000 Penalty: 2913.965332
	Iteration 18Q: 3 clusters Score -1990381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1990442.125000 Penalty: 2913.965332
	Iteration 19Q: 3 clusters Score -1990442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1990488.000000 Penalty: 2913.965332
	Iteration 20F: 3 clusters Score -1990488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1990515.750000 Penalty: 2913.965332
	Iteration 21Q: 3 clusters Score -1990516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1990543.625000 Penalty: 2913.965332
	Iteration 22Q: 3 clusters Score -1990544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1990563.250000 Penalty: 2913.965332
	Iteration 23Q: 3 clusters Score -1990563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1990599.375000 Penalty: 2913.965332
	Iteration 24Q: 3 clusters Score -1990599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1990621.500000 Penalty: 2913.965332
	Iteration 25Q: 3 clusters Score -1990622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1990636.000000 Penalty: 2913.965332
	Iteration 26Q: 3 clusters Score -1990636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1990650.250000 Penalty: 2913.965332
	Iteration 27Q: 3 clusters Score -1990650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1990660.125000 Penalty: 2913.965332
	Iteration 28Q: 3 clusters Score -1990660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1990669.000000 Penalty: 2913.965332
	Iteration 29Q: 3 clusters Score -1990669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1990674.875000 Penalty: 2913.965332
	Iteration 30Q: 3 clusters Score -1990675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1990680.625000 Penalty: 2913.965332
	Iteration 31Q: 3 clusters Score -1990681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1990678.125000 Penalty: 2913.965332
	Iteration 32Q: 3 clusters Score -1990678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1990683.000000 Penalty: 2913.965332
	Iteration 33Q: 3 clusters Score -1990683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1990685.000000 Penalty: 2913.965332
	Iteration 34Q: 3 clusters Score -1990685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1990684.500000 Penalty: 2913.965332
	Iteration 35Q: 3 clusters Score -1990684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1990687.250000 Penalty: 2913.965332
	Iteration 36Q: 3 clusters Score -1990687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1990687.875000 Penalty: 2913.965332
	Iteration 37Q: 3 clusters Score -1990688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1990687.875000 Penalty: 2913.965332
	Iteration 38F: 3 clusters Score -1990688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Entering Unmasked Estep 
Score: -421094.531250 Penalty: 1237.973999
	Iteration 0F: 2 clusters Score -421094.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -417952.750000 Penalty: 2475.947998
	Iteration 0F: 3 clusters Score -417952.8 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -418818.343750 Penalty: 2475.947998
	Iteration 1F: 3 clusters Score -418818.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -419009.937500 Penalty: 2475.947998
	Iteration 2F: 3 clusters Score -419009.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -419122.281250 Penalty: 2475.947998
	Iteration 3F: 3 clusters Score -419122.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -419200.968750 Penalty: 2475.947998
	Iteration 4Q: 3 clusters Score -419201 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -419259.343750 Penalty: 2475.947998
	Iteration 5Q: 3 clusters Score -419259.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -419306.718750 Penalty: 2475.947998
	Iteration 6Q: 3 clusters Score -419306.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -419340.625000 Penalty: 2475.947998
	Iteration 7Q: 3 clusters Score -419340.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -419360.781250 Penalty: 2475.947998
	Iteration 8Q: 3 clusters Score -419360.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -419384.125000 Penalty: 2475.947998
	Iteration 9Q: 3 clusters Score -419384.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -419403.750000 Penalty: 2475.947998
	Iteration 10Q: 3 clusters Score -419403.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -419420.531250 Penalty: 2475.947998
	Iteration 11Q: 3 clusters Score -419420.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -419430.375000 Penalty: 2475.947998
	Iteration 12Q: 3 clusters Score -419430.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -419442.500000 Penalty: 2475.947998
	Iteration 13Q: 3 clusters Score -419442.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -419457.812500 Penalty: 2475.947998
	Iteration 14Q: 3 clusters Score -419457.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -419470.218750 Penalty: 2475.947998
	Iteration 15Q: 3 clusters Score -419470.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -419481.000000 Penalty: 2475.947998
	Iteration 16Q: 3 clusters Score -419481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -419489.125000 Penalty: 2475.947998
	Iteration 17Q: 3 clusters Score -419489.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -419494.875000 Penalty: 2475.947998
	Iteration 18Q: 3 clusters Score -419494.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -419503.718750 Penalty: 2475.947998
	Iteration 19Q: 3 clusters Score -419503.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -419513.218750 Penalty: 2475.947998
	Iteration 20F: 3 clusters Score -419513.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -419522.500000 Penalty: 2475.947998
	Iteration 21Q: 3 clusters Score -419522.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -419531.031250 Penalty: 2475.947998
	Iteration 22Q: 3 clusters Score -419531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -419544.437500 Penalty: 2475.947998
	Iteration 23Q: 3 clusters Score -419544.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -419558.156250 Penalty: 2475.947998
	Iteration 24Q: 3 clusters Score -419558.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -419570.937500 Penalty: 2475.947998
	Iteration 25Q: 3 clusters Score -419570.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -419579.937500 Penalty: 2475.947998
	Iteration 26Q: 3 clusters Score -419579.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -419586.750000 Penalty: 2475.947998
	Iteration 27Q: 3 clusters Score -419586.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -419594.156250 Penalty: 2475.947998
	Iteration 28Q: 3 clusters Score -419594.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -419600.500000 Penalty: 2475.947998
	Iteration 29Q: 3 clusters Score -419600.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -419604.406250 Penalty: 2475.947998
	Iteration 30Q: 3 clusters Score -419604.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -419609.656250 Penalty: 2475.947998
	Iteration 31Q: 3 clusters Score -419609.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -419611.968750 Penalty: 2475.947998
	Iteration 32Q: 3 clusters Score -419612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -419613.781250 Penalty: 2475.947998
	Iteration 33Q: 3 clusters Score -419613.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -419614.781250 Penalty: 2475.947998
	Iteration 34Q: 3 clusters Score -419614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -419615.343750 Penalty: 2475.947998
	Iteration 35Q: 3 clusters Score -419615.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -419616.906250 Penalty: 2475.947998
	Iteration 36Q: 3 clusters Score -419616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -419616.906250 Penalty: 2475.947998
	Iteration 37Q: 3 clusters Score -419616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -419616.906250 Penalty: 2475.947998
	Iteration 38F: 3 clusters Score -419616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -181431.750000 Penalty: 1104.626953
	Iteration 0F: 2 clusters Score -181431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -179759.000000 Penalty: 2209.253906
	Iteration 0F: 3 clusters Score -179759 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -180199.578125 Penalty: 2209.253906
	Iteration 1F: 3 clusters Score -180199.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -180306.156250 Penalty: 2209.253906
	Iteration 2F: 3 clusters Score -180306.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -180348.671875 Penalty: 2209.253906
	Iteration 3Q: 3 clusters Score -180348.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -180377.890625 Penalty: 2209.253906
	Iteration 4Q: 3 clusters Score -180377.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -180400.234375 Penalty: 2209.253906
	Iteration 5Q: 3 clusters Score -180400.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -180421.765625 Penalty: 2209.253906
	Iteration 6Q: 3 clusters Score -180421.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -180441.953125 Penalty: 2209.253906
	Iteration 7Q: 3 clusters Score -180442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -180452.765625 Penalty: 2209.253906
	Iteration 8Q: 3 clusters Score -180452.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -180458.515625 Penalty: 2209.253906
	Iteration 9Q: 3 clusters Score -180458.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -180464.000000 Penalty: 2209.253906
	Iteration 10Q: 3 clusters Score -180464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -180465.984375 Penalty: 2209.253906
	Iteration 11Q: 3 clusters Score -180466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -180469.625000 Penalty: 2209.253906
	Iteration 12Q: 3 clusters Score -180469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -180471.171875 Penalty: 2209.253906
	Iteration 13Q: 3 clusters Score -180471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -180472.906250 Penalty: 2209.253906
	Iteration 14Q: 3 clusters Score -180472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -180474.265625 Penalty: 2209.253906
	Iteration 15Q: 3 clusters Score -180474.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -180475.328125 Penalty: 2209.253906
	Iteration 16Q: 3 clusters Score -180475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -180477.250000 Penalty: 2209.253906
	Iteration 17Q: 3 clusters Score -180477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -180477.968750 Penalty: 2209.253906
	Iteration 18Q: 3 clusters Score -180478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -180479.281250 Penalty: 2209.253906
	Iteration 19Q: 3 clusters Score -180479.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -180479.281250 Penalty: 2209.253906
	Iteration 20F: 3 clusters Score -180479.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Entering Unmasked Estep 
Score: -2572890.750000 Penalty: 1494.965088
	Iteration 0F: 2 clusters Score -2572891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2557866.500000 Penalty: 2989.930176
	Iteration 0F: 3 clusters Score -2557866 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2563223.250000 Penalty: 2989.930176
	Iteration 1F: 3 clusters Score -2563223 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2563634.250000 Penalty: 2989.930176
	Iteration 2Q: 3 clusters Score -2563634 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2564036.250000 Penalty: 2989.930176
	Iteration 3Q: 3 clusters Score -2564036 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2564403.000000 Penalty: 2989.930176
	Iteration 4Q: 3 clusters Score -2564403 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2564719.500000 Penalty: 2989.930176
	Iteration 5Q: 3 clusters Score -2564720 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2564988.250000 Penalty: 2989.930176
	Iteration 6Q: 3 clusters Score -2564988 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2565249.000000 Penalty: 2989.930176
	Iteration 7Q: 3 clusters Score -2565249 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2565544.250000 Penalty: 2989.930176
	Iteration 8Q: 3 clusters Score -2565544 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2565892.000000 Penalty: 2989.930176
	Iteration 9Q: 3 clusters Score -2565892 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2566327.000000 Penalty: 2989.930176
	Iteration 10Q: 3 clusters Score -2566327 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2566881.000000 Penalty: 2989.930176
	Iteration 11Q: 3 clusters Score -2566881 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2567555.000000 Penalty: 2989.930176
	Iteration 12Q: 3 clusters Score -2567555 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2568375.750000 Penalty: 2989.930176
	Iteration 13F: 3 clusters Score -2568376 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2569271.500000 Penalty: 2989.930176
	Iteration 14F: 3 clusters Score -2569272 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2570092.750000 Penalty: 2989.930176
	Iteration 15Q: 3 clusters Score -2570093 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2570686.000000 Penalty: 2989.930176
	Iteration 16Q: 3 clusters Score -2570686 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2571056.500000 Penalty: 2989.930176
	Iteration 17Q: 3 clusters Score -2571056 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2571284.750000 Penalty: 2989.930176
	Iteration 18Q: 3 clusters Score -2571285 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2571440.750000 Penalty: 2989.930176
	Iteration 19Q: 3 clusters Score -2571441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2571529.750000 Penalty: 2989.930176
	Iteration 20F: 3 clusters Score -2571530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2571599.250000 Penalty: 2989.930176
	Iteration 21Q: 3 clusters Score -2571599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2571626.750000 Penalty: 2989.930176
	Iteration 22Q: 3 clusters Score -2571627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2571646.500000 Penalty: 2989.930176
	Iteration 23Q: 3 clusters Score -2571646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2571657.250000 Penalty: 2989.930176
	Iteration 24Q: 3 clusters Score -2571657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2571671.250000 Penalty: 2989.930176
	Iteration 25Q: 3 clusters Score -2571671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2571676.000000 Penalty: 2989.930176
	Iteration 26Q: 3 clusters Score -2571676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2571677.250000 Penalty: 2989.930176
	Iteration 27Q: 3 clusters Score -2571677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2571682.000000 Penalty: 2989.930176
	Iteration 28Q: 3 clusters Score -2571682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2571680.250000 Penalty: 2989.930176
	Iteration 29Q: 3 clusters Score -2571680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2571678.250000 Penalty: 2989.930176
	Iteration 30Q: 3 clusters Score -2571678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2571682.500000 Penalty: 2989.930176
	Iteration 31Q: 3 clusters Score -2571682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2571681.750000 Penalty: 2989.930176
	Iteration 32Q: 3 clusters Score -2571682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2571686.750000 Penalty: 2989.930176
	Iteration 33Q: 3 clusters Score -2571687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2571683.000000 Penalty: 2989.930176
	Iteration 34Q: 3 clusters Score -2571683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2571684.500000 Penalty: 2989.930176
	Iteration 35Q: 3 clusters Score -2571684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2571690.000000 Penalty: 2989.930176
	Iteration 36Q: 3 clusters Score -2571690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2571696.000000 Penalty: 2989.930176
	Iteration 37Q: 3 clusters Score -2571696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2571697.500000 Penalty: 2989.930176
	Iteration 38Q: 3 clusters Score -2571698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2571702.500000 Penalty: 2989.930176
	Iteration 39Q: 3 clusters Score -2571702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2571710.000000 Penalty: 2989.930176
	Iteration 40F: 3 clusters Score -2571710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2571711.250000 Penalty: 2989.930176
	Iteration 41Q: 3 clusters Score -2571711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2571709.250000 Penalty: 2989.930176
	Iteration 42Q: 3 clusters Score -2571709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2571713.250000 Penalty: 2989.930176
	Iteration 43Q: 3 clusters Score -2571713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2571713.000000 Penalty: 2989.930176
	Iteration 44Q: 3 clusters Score -2571713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2571714.500000 Penalty: 2989.930176
	Iteration 45Q: 3 clusters Score -2571714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2571714.500000 Penalty: 2989.930176
	Iteration 46F: 3 clusters Score -2571714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Entering Unmasked Estep 
Score: -1692179.500000 Penalty: 1431.928955
	Iteration 0F: 2 clusters Score -1692180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1682195.500000 Penalty: 2863.857910
	Iteration 0F: 3 clusters Score -1682196 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1685679.750000 Penalty: 2863.857910
	Iteration 1F: 3 clusters Score -1685680 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1686054.875000 Penalty: 2863.857910
	Iteration 2F: 3 clusters Score -1686055 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1686313.125000 Penalty: 2863.857910
	Iteration 3Q: 3 clusters Score -1686313 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1686534.250000 Penalty: 2863.857910
	Iteration 4Q: 3 clusters Score -1686534 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1686738.000000 Penalty: 2863.857910
	Iteration 5Q: 3 clusters Score -1686738 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1686962.125000 Penalty: 2863.857910
	Iteration 6Q: 3 clusters Score -1686962 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1687211.750000 Penalty: 2863.857910
	Iteration 7Q: 3 clusters Score -1687212 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1687497.625000 Penalty: 2863.857910
	Iteration 8Q: 3 clusters Score -1687498 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1687808.625000 Penalty: 2863.857910
	Iteration 9Q: 3 clusters Score -1687809 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1688130.375000 Penalty: 2863.857910
	Iteration 10Q: 3 clusters Score -1688130 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1688512.000000 Penalty: 2863.857910
	Iteration 11Q: 3 clusters Score -1688512 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1688882.000000 Penalty: 2863.857910
	Iteration 12Q: 3 clusters Score -1688882 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1689228.000000 Penalty: 2863.857910
	Iteration 13Q: 3 clusters Score -1689228 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1689549.750000 Penalty: 2863.857910
	Iteration 14Q: 3 clusters Score -1689550 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1689828.125000 Penalty: 2863.857910
	Iteration 15Q: 3 clusters Score -1689828 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1690087.625000 Penalty: 2863.857910
	Iteration 16Q: 3 clusters Score -1690088 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1690291.375000 Penalty: 2863.857910
	Iteration 17Q: 3 clusters Score -1690291 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1690456.250000 Penalty: 2863.857910
	Iteration 18Q: 3 clusters Score -1690456 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1690584.375000 Penalty: 2863.857910
	Iteration 19Q: 3 clusters Score -1690584 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1690694.250000 Penalty: 2863.857910
	Iteration 20F: 3 clusters Score -1690694 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1690798.750000 Penalty: 2863.857910
	Iteration 21Q: 3 clusters Score -1690799 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1690889.500000 Penalty: 2863.857910
	Iteration 22Q: 3 clusters Score -1690890 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1690951.875000 Penalty: 2863.857910
	Iteration 23Q: 3 clusters Score -1690952 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1690993.875000 Penalty: 2863.857910
	Iteration 24Q: 3 clusters Score -1690994 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1691034.875000 Penalty: 2863.857910
	Iteration 25Q: 3 clusters Score -1691035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1691067.500000 Penalty: 2863.857910
	Iteration 26Q: 3 clusters Score -1691068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1691095.500000 Penalty: 2863.857910
	Iteration 27Q: 3 clusters Score -1691096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1691119.625000 Penalty: 2863.857910
	Iteration 28Q: 3 clusters Score -1691120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1691143.125000 Penalty: 2863.857910
	Iteration 29Q: 3 clusters Score -1691143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1691169.625000 Penalty: 2863.857910
	Iteration 30Q: 3 clusters Score -1691170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1691189.875000 Penalty: 2863.857910
	Iteration 31Q: 3 clusters Score -1691190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1691203.375000 Penalty: 2863.857910
	Iteration 32Q: 3 clusters Score -1691203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1691214.375000 Penalty: 2863.857910
	Iteration 33Q: 3 clusters Score -1691214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1691227.500000 Penalty: 2863.857910
	Iteration 34Q: 3 clusters Score -1691228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1691238.125000 Penalty: 2863.857910
	Iteration 35Q: 3 clusters Score -1691238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1691250.125000 Penalty: 2863.857910
	Iteration 36Q: 3 clusters Score -1691250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1691262.250000 Penalty: 2863.857910
	Iteration 37Q: 3 clusters Score -1691262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1691275.125000 Penalty: 2863.857910
	Iteration 38Q: 3 clusters Score -1691275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1691285.875000 Penalty: 2863.857910
	Iteration 39Q: 3 clusters Score -1691286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1691294.625000 Penalty: 2863.857910
	Iteration 40F: 3 clusters Score -1691295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1691306.375000 Penalty: 2863.857910
	Iteration 41Q: 3 clusters Score -1691306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1691311.375000 Penalty: 2863.857910
	Iteration 42Q: 3 clusters Score -1691311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1691314.125000 Penalty: 2863.857910
	Iteration 43Q: 3 clusters Score -1691314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1691320.000000 Penalty: 2863.857910
	Iteration 44Q: 3 clusters Score -1691320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1691326.625000 Penalty: 2863.857910
	Iteration 45Q: 3 clusters Score -1691327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1691326.000000 Penalty: 2863.857910
	Iteration 46Q: 3 clusters Score -1691326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1691326.000000 Penalty: 2863.857910
	Iteration 47F: 3 clusters Score -1691326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Entering Unmasked Estep 
Score: -2733284.000000 Penalty: 1503.258423
	Iteration 0F: 2 clusters Score -2733284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2717296.250000 Penalty: 3006.516846
	Iteration 0F: 3 clusters Score -2717296 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2723221.750000 Penalty: 3006.516846
	Iteration 1F: 3 clusters Score -2723222 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2723709.250000 Penalty: 3006.516846
	Iteration 2F: 3 clusters Score -2723709 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2724112.250000 Penalty: 3006.516846
	Iteration 3Q: 3 clusters Score -2724112 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2724470.000000 Penalty: 3006.516846
	Iteration 4Q: 3 clusters Score -2724470 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2724754.750000 Penalty: 3006.516846
	Iteration 5Q: 3 clusters Score -2724755 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2725057.500000 Penalty: 3006.516846
	Iteration 6Q: 3 clusters Score -2725058 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2725389.750000 Penalty: 3006.516846
	Iteration 7Q: 3 clusters Score -2725390 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2725801.750000 Penalty: 3006.516846
	Iteration 8Q: 3 clusters Score -2725802 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2726327.750000 Penalty: 3006.516846
	Iteration 9Q: 3 clusters Score -2726328 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2727084.000000 Penalty: 3006.516846
	Iteration 10F: 3 clusters Score -2727084 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2727859.000000 Penalty: 3006.516846
	Iteration 11F: 3 clusters Score -2727859 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2728752.500000 Penalty: 3006.516846
	Iteration 12F: 3 clusters Score -2728752 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2729639.250000 Penalty: 3006.516846
	Iteration 13Q: 3 clusters Score -2729639 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2730416.500000 Penalty: 3006.516846
	Iteration 14Q: 3 clusters Score -2730416 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2731006.000000 Penalty: 3006.516846
	Iteration 15Q: 3 clusters Score -2731006 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2731408.750000 Penalty: 3006.516846
	Iteration 16Q: 3 clusters Score -2731409 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2731681.500000 Penalty: 3006.516846
	Iteration 17Q: 3 clusters Score -2731682 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2731838.500000 Penalty: 3006.516846
	Iteration 18Q: 3 clusters Score -2731838 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2731907.250000 Penalty: 3006.516846
	Iteration 19Q: 3 clusters Score -2731907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2731967.750000 Penalty: 3006.516846
	Iteration 20F: 3 clusters Score -2731968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2731986.500000 Penalty: 3006.516846
	Iteration 21Q: 3 clusters Score -2731986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2732011.000000 Penalty: 3006.516846
	Iteration 22Q: 3 clusters Score -2732011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2732041.500000 Penalty: 3006.516846
	Iteration 23Q: 3 clusters Score -2732042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2732071.500000 Penalty: 3006.516846
	Iteration 24Q: 3 clusters Score -2732072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2732086.500000 Penalty: 3006.516846
	Iteration 25Q: 3 clusters Score -2732086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2732102.000000 Penalty: 3006.516846
	Iteration 26Q: 3 clusters Score -2732102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2732115.750000 Penalty: 3006.516846
	Iteration 27Q: 3 clusters Score -2732116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2732119.000000 Penalty: 3006.516846
	Iteration 28Q: 3 clusters Score -2732119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2732123.750000 Penalty: 3006.516846
	Iteration 29Q: 3 clusters Score -2732124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2732130.000000 Penalty: 3006.516846
	Iteration 30Q: 3 clusters Score -2732130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2732135.000000 Penalty: 3006.516846
	Iteration 31Q: 3 clusters Score -2732135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2732135.000000 Penalty: 3006.516846
	Iteration 32F: 3 clusters Score -2732135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -298992.937500 Penalty: 1182.034912
	Iteration 0F: 2 clusters Score -298992.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -296655.468750 Penalty: 2364.069824
	Iteration 0F: 3 clusters Score -296655.5 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -297270.312500 Penalty: 2364.069824
	Iteration 1F: 3 clusters Score -297270.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -297436.218750 Penalty: 2364.069824
	Iteration 2F: 3 clusters Score -297436.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -297533.968750 Penalty: 2364.069824
	Iteration 3Q: 3 clusters Score -297534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -297600.656250 Penalty: 2364.069824
	Iteration 4Q: 3 clusters Score -297600.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -297644.281250 Penalty: 2364.069824
	Iteration 5Q: 3 clusters Score -297644.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -297684.843750 Penalty: 2364.069824
	Iteration 6Q: 3 clusters Score -297684.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -297729.562500 Penalty: 2364.069824
	Iteration 7Q: 3 clusters Score -297729.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -297772.468750 Penalty: 2364.069824
	Iteration 8Q: 3 clusters Score -297772.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -297804.000000 Penalty: 2364.069824
	Iteration 9Q: 3 clusters Score -297804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -297824.718750 Penalty: 2364.069824
	Iteration 10Q: 3 clusters Score -297824.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -297843.312500 Penalty: 2364.069824
	Iteration 11Q: 3 clusters Score -297843.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -297856.812500 Penalty: 2364.069824
	Iteration 12Q: 3 clusters Score -297856.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -297868.500000 Penalty: 2364.069824
	Iteration 13Q: 3 clusters Score -297868.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -297879.625000 Penalty: 2364.069824
	Iteration 14Q: 3 clusters Score -297879.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -297893.218750 Penalty: 2364.069824
	Iteration 15Q: 3 clusters Score -297893.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -297907.312500 Penalty: 2364.069824
	Iteration 16Q: 3 clusters Score -297907.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -297919.500000 Penalty: 2364.069824
	Iteration 17Q: 3 clusters Score -297919.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -297934.343750 Penalty: 2364.069824
	Iteration 18Q: 3 clusters Score -297934.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -297952.937500 Penalty: 2364.069824
	Iteration 19Q: 3 clusters Score -297952.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -297969.781250 Penalty: 2364.069824
	Iteration 20F: 3 clusters Score -297969.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -297982.468750 Penalty: 2364.069824
	Iteration 21Q: 3 clusters Score -297982.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -297998.312500 Penalty: 2364.069824
	Iteration 22Q: 3 clusters Score -297998.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -298021.218750 Penalty: 2364.069824
	Iteration 23Q: 3 clusters Score -298021.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -298043.000000 Penalty: 2364.069824
	Iteration 24Q: 3 clusters Score -298043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -298064.593750 Penalty: 2364.069824
	Iteration 25Q: 3 clusters Score -298064.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -298090.218750 Penalty: 2364.069824
	Iteration 26Q: 3 clusters Score -298090.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -298107.312500 Penalty: 2364.069824
	Iteration 27Q: 3 clusters Score -298107.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -298127.156250 Penalty: 2364.069824
	Iteration 28Q: 3 clusters Score -298127.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -298160.593750 Penalty: 2364.069824
	Iteration 29Q: 3 clusters Score -298160.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -298189.968750 Penalty: 2364.069824
	Iteration 30Q: 3 clusters Score -298190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -298215.406250 Penalty: 2364.069824
	Iteration 31Q: 3 clusters Score -298215.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -298237.781250 Penalty: 2364.069824
	Iteration 32Q: 3 clusters Score -298237.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -298255.562500 Penalty: 2364.069824
	Iteration 33Q: 3 clusters Score -298255.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -298265.906250 Penalty: 2364.069824
	Iteration 34Q: 3 clusters Score -298265.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -298276.343750 Penalty: 2364.069824
	Iteration 35Q: 3 clusters Score -298276.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -298286.156250 Penalty: 2364.069824
	Iteration 36Q: 3 clusters Score -298286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -298291.906250 Penalty: 2364.069824
	Iteration 37Q: 3 clusters Score -298291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -298296.250000 Penalty: 2364.069824
	Iteration 38Q: 3 clusters Score -298296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -298299.187500 Penalty: 2364.069824
	Iteration 39Q: 3 clusters Score -298299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -298306.375000 Penalty: 2364.069824
	Iteration 40F: 3 clusters Score -298306.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -298315.500000 Penalty: 2364.069824
	Iteration 41Q: 3 clusters Score -298315.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -298320.312500 Penalty: 2364.069824
	Iteration 42Q: 3 clusters Score -298320.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -298323.343750 Penalty: 2364.069824
	Iteration 43Q: 3 clusters Score -298323.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -298327.406250 Penalty: 2364.069824
	Iteration 44Q: 3 clusters Score -298327.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -298332.406250 Penalty: 2364.069824
	Iteration 45Q: 3 clusters Score -298332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -298337.343750 Penalty: 2364.069824
	Iteration 46Q: 3 clusters Score -298337.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -298342.531250 Penalty: 2364.069824
	Iteration 47Q: 3 clusters Score -298342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -298345.562500 Penalty: 2364.069824
	Iteration 48Q: 3 clusters Score -298345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -298346.656250 Penalty: 2364.069824
	Iteration 49Q: 3 clusters Score -298346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -298346.656250 Penalty: 2364.069824
	Iteration 50F: 3 clusters Score -298346.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Entering Unmasked Estep 
Score: -1373047.375000 Penalty: 1404.272827
	Iteration 0F: 2 clusters Score -1373047 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 6297 members 
Entering Unmasked Estep 
Score: -1364713.375000 Penalty: 2808.545654
	Iteration 0F: 3 clusters Score -1364713 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1367533.125000 Penalty: 2808.545654
	Iteration 1F: 3 clusters Score -1367533 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1367858.000000 Penalty: 2808.545654
	Iteration 2F: 3 clusters Score -1367858 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1368098.375000 Penalty: 2808.545654
	Iteration 3Q: 3 clusters Score -1368098 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1368298.750000 Penalty: 2808.545654
	Iteration 4Q: 3 clusters Score -1368299 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1368452.000000 Penalty: 2808.545654
	Iteration 5Q: 3 clusters Score -1368452 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1368601.375000 Penalty: 2808.545654
	Iteration 6Q: 3 clusters Score -1368601 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1368776.500000 Penalty: 2808.545654
	Iteration 7Q: 3 clusters Score -1368776 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1368968.250000 Penalty: 2808.545654
	Iteration 8Q: 3 clusters Score -1368968 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1369219.125000 Penalty: 2808.545654
	Iteration 9Q: 3 clusters Score -1369219 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1369535.750000 Penalty: 2808.545654
	Iteration 10Q: 3 clusters Score -1369536 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1369936.000000 Penalty: 2808.545654
	Iteration 11Q: 3 clusters Score -1369936 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1370356.125000 Penalty: 2808.545654
	Iteration 12Q: 3 clusters Score -1370356 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1370724.250000 Penalty: 2808.545654
	Iteration 13Q: 3 clusters Score -1370724 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1371015.625000 Penalty: 2808.545654
	Iteration 14Q: 3 clusters Score -1371016 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1371268.250000 Penalty: 2808.545654
	Iteration 15Q: 3 clusters Score -1371268 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1371468.000000 Penalty: 2808.545654
	Iteration 16Q: 3 clusters Score -1371468 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1371597.625000 Penalty: 2808.545654
	Iteration 17Q: 3 clusters Score -1371598 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1371691.000000 Penalty: 2808.545654
	Iteration 18Q: 3 clusters Score -1371691 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1371772.875000 Penalty: 2808.545654
	Iteration 19Q: 3 clusters Score -1371773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1371825.000000 Penalty: 2808.545654
	Iteration 20F: 3 clusters Score -1371825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1371857.625000 Penalty: 2808.545654
	Iteration 21Q: 3 clusters Score -1371858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1371875.625000 Penalty: 2808.545654
	Iteration 22Q: 3 clusters Score -1371876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1371891.125000 Penalty: 2808.545654
	Iteration 23Q: 3 clusters Score -1371891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1371900.750000 Penalty: 2808.545654
	Iteration 24Q: 3 clusters Score -1371901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1371911.000000 Penalty: 2808.545654
	Iteration 25Q: 3 clusters Score -1371911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1371911.000000 Penalty: 2808.545654
	Iteration 26Q: 3 clusters Score -1371911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1371912.875000 Penalty: 2808.545654
	Iteration 27Q: 3 clusters Score -1371913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1371912.875000 Penalty: 2808.545654
	Iteration 28F: 3 clusters Score -1371913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -154275.125000 Penalty: 1089.589600
	Iteration 0F: 2 clusters Score -154275.1 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 755 members 
Entering Unmasked Estep 
Score: -152718.265625 Penalty: 2179.179199
	Iteration 0F: 3 clusters Score -152718.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -153130.359375 Penalty: 2179.179199
	Iteration 1F: 3 clusters Score -153130.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -153240.156250 Penalty: 2179.179199
	Iteration 2F: 3 clusters Score -153240.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -153290.218750 Penalty: 2179.179199
	Iteration 3Q: 3 clusters Score -153290.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -153321.875000 Penalty: 2179.179199
	Iteration 4Q: 3 clusters Score -153321.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -153345.140625 Penalty: 2179.179199
	Iteration 5Q: 3 clusters Score -153345.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -153380.406250 Penalty: 2179.179199
	Iteration 6Q: 3 clusters Score -153380.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -153412.187500 Penalty: 2179.179199
	Iteration 7Q: 3 clusters Score -153412.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -153440.718750 Penalty: 2179.179199
	Iteration 8Q: 3 clusters Score -153440.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -153466.062500 Penalty: 2179.179199
	Iteration 9Q: 3 clusters Score -153466.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -153481.562500 Penalty: 2179.179199
	Iteration 10Q: 3 clusters Score -153481.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -153504.531250 Penalty: 2179.179199
	Iteration 11Q: 3 clusters Score -153504.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -153523.203125 Penalty: 2179.179199
	Iteration 12Q: 3 clusters Score -153523.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -153531.265625 Penalty: 2179.179199
	Iteration 13Q: 3 clusters Score -153531.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -153538.140625 Penalty: 2179.179199
	Iteration 14Q: 3 clusters Score -153538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153539.406250 Penalty: 2179.179199
	Iteration 15Q: 3 clusters Score -153539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -153542.156250 Penalty: 2179.179199
	Iteration 16Q: 3 clusters Score -153542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -153543.796875 Penalty: 2179.179199
	Iteration 17Q: 3 clusters Score -153543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -153544.203125 Penalty: 2179.179199
	Iteration 18Q: 3 clusters Score -153544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -153544.531250 Penalty: 2179.179199
	Iteration 19Q: 3 clusters Score -153544.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -153547.421875 Penalty: 2179.179199
	Iteration 20F: 3 clusters Score -153547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -153553.875000 Penalty: 2179.179199
	Iteration 21Q: 3 clusters Score -153553.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -153564.031250 Penalty: 2179.179199
	Iteration 22Q: 3 clusters Score -153564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -153570.281250 Penalty: 2179.179199
	Iteration 23Q: 3 clusters Score -153570.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -153579.734375 Penalty: 2179.179199
	Iteration 24Q: 3 clusters Score -153579.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -153588.937500 Penalty: 2179.179199
	Iteration 25Q: 3 clusters Score -153588.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -153601.687500 Penalty: 2179.179199
	Iteration 26Q: 3 clusters Score -153601.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -153612.140625 Penalty: 2179.179199
	Iteration 27Q: 3 clusters Score -153612.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -153627.062500 Penalty: 2179.179199
	Iteration 28Q: 3 clusters Score -153627.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -153658.265625 Penalty: 2179.179199
	Iteration 29Q: 3 clusters Score -153658.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -153686.750000 Penalty: 2179.179199
	Iteration 30Q: 3 clusters Score -153686.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -153706.328125 Penalty: 2179.179199
	Iteration 31Q: 3 clusters Score -153706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -153731.781250 Penalty: 2179.179199
	Iteration 32Q: 3 clusters Score -153731.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -153762.984375 Penalty: 2179.179199
	Iteration 33Q: 3 clusters Score -153763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -153793.796875 Penalty: 2179.179199
	Iteration 34Q: 3 clusters Score -153793.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -153818.375000 Penalty: 2179.179199
	Iteration 35Q: 3 clusters Score -153818.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -153830.406250 Penalty: 2179.179199
	Iteration 36Q: 3 clusters Score -153830.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -153840.078125 Penalty: 2179.179199
	Iteration 37Q: 3 clusters Score -153840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -153848.046875 Penalty: 2179.179199
	Iteration 38Q: 3 clusters Score -153848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153855.312500 Penalty: 2179.179199
	Iteration 39Q: 3 clusters Score -153855.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153859.515625 Penalty: 2179.179199
	Iteration 40F: 3 clusters Score -153859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -153864.296875 Penalty: 2179.179199
	Iteration 41Q: 3 clusters Score -153864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -153869.484375 Penalty: 2179.179199
	Iteration 42Q: 3 clusters Score -153869.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -153874.109375 Penalty: 2179.179199
	Iteration 43Q: 3 clusters Score -153874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -153875.296875 Penalty: 2179.179199
	Iteration 44Q: 3 clusters Score -153875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -153877.453125 Penalty: 2179.179199
	Iteration 45Q: 3 clusters Score -153877.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -153877.968750 Penalty: 2179.179199
	Iteration 46Q: 3 clusters Score -153878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -153877.968750 Penalty: 2179.179199
	Iteration 47F: 3 clusters Score -153878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Entering Unmasked Estep 
Score: -2149880.000000 Penalty: 1473.303711
	Iteration 0F: 2 clusters Score -2149880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2136844.000000 Penalty: 2946.607422
	Iteration 0F: 3 clusters Score -2136844 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2141788.750000 Penalty: 2946.607422
	Iteration 1F: 3 clusters Score -2141789 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2142257.250000 Penalty: 2946.607422
	Iteration 2F: 3 clusters Score -2142257 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2142681.500000 Penalty: 2946.607422
	Iteration 3Q: 3 clusters Score -2142682 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2143085.750000 Penalty: 2946.607422
	Iteration 4Q: 3 clusters Score -2143086 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2143546.500000 Penalty: 2946.607422
	Iteration 5Q: 3 clusters Score -2143546 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2144123.000000 Penalty: 2946.607422
	Iteration 6F: 3 clusters Score -2144123 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2144832.250000 Penalty: 2946.607422
	Iteration 7F: 3 clusters Score -2144832 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2145583.500000 Penalty: 2946.607422
	Iteration 8F: 3 clusters Score -2145584 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2146300.000000 Penalty: 2946.607422
	Iteration 9F: 3 clusters Score -2146300 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2146967.250000 Penalty: 2946.607422
	Iteration 10Q: 3 clusters Score -2146967 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2147466.750000 Penalty: 2946.607422
	Iteration 11Q: 3 clusters Score -2147467 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2147804.500000 Penalty: 2946.607422
	Iteration 12Q: 3 clusters Score -2147804 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2148066.750000 Penalty: 2946.607422
	Iteration 13Q: 3 clusters Score -2148067 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2148263.250000 Penalty: 2946.607422
	Iteration 14Q: 3 clusters Score -2148263 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2148400.750000 Penalty: 2946.607422
	Iteration 15Q: 3 clusters Score -2148401 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2148493.000000 Penalty: 2946.607422
	Iteration 16Q: 3 clusters Score -2148493 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2148563.250000 Penalty: 2946.607422
	Iteration 17Q: 3 clusters Score -2148563 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2148634.250000 Penalty: 2946.607422
	Iteration 18Q: 3 clusters Score -2148634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2148680.000000 Penalty: 2946.607422
	Iteration 19Q: 3 clusters Score -2148680 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2148712.500000 Penalty: 2946.607422
	Iteration 20F: 3 clusters Score -2148712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2148746.500000 Penalty: 2946.607422
	Iteration 21Q: 3 clusters Score -2148746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2148774.000000 Penalty: 2946.607422
	Iteration 22Q: 3 clusters Score -2148774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2148793.500000 Penalty: 2946.607422
	Iteration 23Q: 3 clusters Score -2148794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2148802.750000 Penalty: 2946.607422
	Iteration 24Q: 3 clusters Score -2148803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2148814.750000 Penalty: 2946.607422
	Iteration 25Q: 3 clusters Score -2148815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2148827.250000 Penalty: 2946.607422
	Iteration 26Q: 3 clusters Score -2148827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2148836.500000 Penalty: 2946.607422
	Iteration 27Q: 3 clusters Score -2148836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2148839.000000 Penalty: 2946.607422
	Iteration 28Q: 3 clusters Score -2148839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2148843.750000 Penalty: 2946.607422
	Iteration 29Q: 3 clusters Score -2148844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2148843.750000 Penalty: 2946.607422
	Iteration 30Q: 3 clusters Score -2148844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2148850.250000 Penalty: 2946.607422
	Iteration 31Q: 3 clusters Score -2148850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2148849.000000 Penalty: 2946.607422
	Iteration 32Q: 3 clusters Score -2148849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2148852.750000 Penalty: 2946.607422
	Iteration 33Q: 3 clusters Score -2148853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2148855.750000 Penalty: 2946.607422
	Iteration 34Q: 3 clusters Score -2148856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2148857.500000 Penalty: 2946.607422
	Iteration 35Q: 3 clusters Score -2148858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2148859.750000 Penalty: 2946.607422
	Iteration 36Q: 3 clusters Score -2148860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2148860.250000 Penalty: 2946.607422
	Iteration 37Q: 3 clusters Score -2148860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2148863.250000 Penalty: 2946.607422
	Iteration 38Q: 3 clusters Score -2148863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2148865.500000 Penalty: 2946.607422
	Iteration 39Q: 3 clusters Score -2148866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2148867.000000 Penalty: 2946.607422
	Iteration 40F: 3 clusters Score -2148867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2148869.500000 Penalty: 2946.607422
	Iteration 41Q: 3 clusters Score -2148870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2148872.500000 Penalty: 2946.607422
	Iteration 42Q: 3 clusters Score -2148872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2148881.250000 Penalty: 2946.607422
	Iteration 43Q: 3 clusters Score -2148881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2148885.750000 Penalty: 2946.607422
	Iteration 44Q: 3 clusters Score -2148886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2148886.000000 Penalty: 2946.607422
	Iteration 45Q: 3 clusters Score -2148886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2148889.500000 Penalty: 2946.607422
	Iteration 46Q: 3 clusters Score -2148890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2148887.000000 Penalty: 2946.607422
	Iteration 47Q: 3 clusters Score -2148887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2148888.000000 Penalty: 2946.607422
	Iteration 48Q: 3 clusters Score -2148888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2148890.250000 Penalty: 2946.607422
	Iteration 49Q: 3 clusters Score -2148890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2148890.250000 Penalty: 2946.607422
	Iteration 50F: 3 clusters Score -2148890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -138497.656250 Penalty: 1064.839111
	Iteration 0F: 2 clusters Score -138497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137025.343750 Penalty: 2129.678223
	Iteration 0F: 3 clusters Score -137025.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137377.359375 Penalty: 2129.678223
	Iteration 1F: 3 clusters Score -137377.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137454.515625 Penalty: 2129.678223
	Iteration 2F: 3 clusters Score -137454.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137483.437500 Penalty: 2129.678223
	Iteration 3Q: 3 clusters Score -137483.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137506.140625 Penalty: 2129.678223
	Iteration 4Q: 3 clusters Score -137506.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137520.953125 Penalty: 2129.678223
	Iteration 5Q: 3 clusters Score -137521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137532.765625 Penalty: 2129.678223
	Iteration 6Q: 3 clusters Score -137532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -137543.578125 Penalty: 2129.678223
	Iteration 7Q: 3 clusters Score -137543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137547.765625 Penalty: 2129.678223
	Iteration 8Q: 3 clusters Score -137547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137552.953125 Penalty: 2129.678223
	Iteration 9Q: 3 clusters Score -137553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137564.109375 Penalty: 2129.678223
	Iteration 10Q: 3 clusters Score -137564.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -137573.921875 Penalty: 2129.678223
	Iteration 11Q: 3 clusters Score -137573.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137585.515625 Penalty: 2129.678223
	Iteration 12Q: 3 clusters Score -137585.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137593.500000 Penalty: 2129.678223
	Iteration 13Q: 3 clusters Score -137593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137596.359375 Penalty: 2129.678223
	Iteration 14Q: 3 clusters Score -137596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137596.859375 Penalty: 2129.678223
	Iteration 15Q: 3 clusters Score -137596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137597.062500 Penalty: 2129.678223
	Iteration 16Q: 3 clusters Score -137597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137597.609375 Penalty: 2129.678223
	Iteration 17Q: 3 clusters Score -137597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137597.890625 Penalty: 2129.678223
	Iteration 18Q: 3 clusters Score -137597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137597.890625 Penalty: 2129.678223
	Iteration 19F: 3 clusters Score -137597.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Entering Unmasked Estep 
Score: -3068102.250000 Penalty: 1521.122192
	Iteration 0F: 2 clusters Score -3068102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3050324.750000 Penalty: 3042.244385
	Iteration 0F: 3 clusters Score -3050325 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3056741.000000 Penalty: 3042.244385
	Iteration 1F: 3 clusters Score -3056741 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3057146.250000 Penalty: 3042.244385
	Iteration 2Q: 3 clusters Score -3057146 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3057575.000000 Penalty: 3042.244385
	Iteration 3Q: 3 clusters Score -3057575 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3058035.750000 Penalty: 3042.244385
	Iteration 4Q: 3 clusters Score -3058036 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3058473.750000 Penalty: 3042.244385
	Iteration 5Q: 3 clusters Score -3058474 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3058949.750000 Penalty: 3042.244385
	Iteration 6Q: 3 clusters Score -3058950 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3059485.000000 Penalty: 3042.244385
	Iteration 7Q: 3 clusters Score -3059485 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3060024.750000 Penalty: 3042.244385
	Iteration 8Q: 3 clusters Score -3060025 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3060625.000000 Penalty: 3042.244385
	Iteration 9Q: 3 clusters Score -3060625 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3061248.750000 Penalty: 3042.244385
	Iteration 10Q: 3 clusters Score -3061249 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3061880.000000 Penalty: 3042.244385
	Iteration 11Q: 3 clusters Score -3061880 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3062371.250000 Penalty: 3042.244385
	Iteration 12Q: 3 clusters Score -3062371 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3062851.750000 Penalty: 3042.244385
	Iteration 13Q: 3 clusters Score -3062852 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3063288.750000 Penalty: 3042.244385
	Iteration 14Q: 3 clusters Score -3063289 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3063743.500000 Penalty: 3042.244385
	Iteration 15Q: 3 clusters Score -3063744 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3064218.750000 Penalty: 3042.244385
	Iteration 16Q: 3 clusters Score -3064219 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3064693.500000 Penalty: 3042.244385
	Iteration 17Q: 3 clusters Score -3064694 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3065133.500000 Penalty: 3042.244385
	Iteration 18Q: 3 clusters Score -3065134 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3065555.250000 Penalty: 3042.244385
	Iteration 19Q: 3 clusters Score -3065555 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3065930.000000 Penalty: 3042.244385
	Iteration 20F: 3 clusters Score -3065930 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3066242.250000 Penalty: 3042.244385
	Iteration 21Q: 3 clusters Score -3066242 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3066499.000000 Penalty: 3042.244385
	Iteration 22Q: 3 clusters Score -3066499 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3066686.500000 Penalty: 3042.244385
	Iteration 23Q: 3 clusters Score -3066686 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3066806.500000 Penalty: 3042.244385
	Iteration 24Q: 3 clusters Score -3066806 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3066894.250000 Penalty: 3042.244385
	Iteration 25Q: 3 clusters Score -3066894 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3066942.500000 Penalty: 3042.244385
	Iteration 26Q: 3 clusters Score -3066942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3066976.750000 Penalty: 3042.244385
	Iteration 27Q: 3 clusters Score -3066977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3067014.500000 Penalty: 3042.244385
	Iteration 28Q: 3 clusters Score -3067014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3067053.500000 Penalty: 3042.244385
	Iteration 29Q: 3 clusters Score -3067054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3067073.000000 Penalty: 3042.244385
	Iteration 30Q: 3 clusters Score -3067073 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3067100.000000 Penalty: 3042.244385
	Iteration 31Q: 3 clusters Score -3067100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3067116.250000 Penalty: 3042.244385
	Iteration 32Q: 3 clusters Score -3067116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3067131.000000 Penalty: 3042.244385
	Iteration 33Q: 3 clusters Score -3067131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3067136.750000 Penalty: 3042.244385
	Iteration 34Q: 3 clusters Score -3067137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3067146.500000 Penalty: 3042.244385
	Iteration 35Q: 3 clusters Score -3067146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3067150.750000 Penalty: 3042.244385
	Iteration 36Q: 3 clusters Score -3067151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3067164.250000 Penalty: 3042.244385
	Iteration 37Q: 3 clusters Score -3067164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3067171.500000 Penalty: 3042.244385
	Iteration 38Q: 3 clusters Score -3067172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -3067175.500000 Penalty: 3042.244385
	Iteration 39Q: 3 clusters Score -3067176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3067175.250000 Penalty: 3042.244385
	Iteration 40F: 3 clusters Score -3067175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3067185.750000 Penalty: 3042.244385
	Iteration 41Q: 3 clusters Score -3067186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3067193.000000 Penalty: 3042.244385
	Iteration 42Q: 3 clusters Score -3067193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3067194.250000 Penalty: 3042.244385
	Iteration 43Q: 3 clusters Score -3067194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -3067194.250000 Penalty: 3042.244385
	Iteration 44Q: 3 clusters Score -3067194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3067197.250000 Penalty: 3042.244385
	Iteration 45Q: 3 clusters Score -3067197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3067195.250000 Penalty: 3042.244385
	Iteration 46Q: 3 clusters Score -3067195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3067195.250000 Penalty: 3042.244385
	Iteration 47Q: 3 clusters Score -3067195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3067195.000000 Penalty: 3042.244385
	Iteration 48Q: 3 clusters Score -3067195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3067194.750000 Penalty: 3042.244385
	Iteration 49Q: 3 clusters Score -3067195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3067195.750000 Penalty: 3042.244385
	Iteration 50Q: 3 clusters Score -3067196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3067199.500000 Penalty: 3042.244385
	Iteration 51Q: 3 clusters Score -3067200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3067201.750000 Penalty: 3042.244385
	Iteration 52Q: 3 clusters Score -3067202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3067210.000000 Penalty: 3042.244385
	Iteration 53Q: 3 clusters Score -3067210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3067214.500000 Penalty: 3042.244385
	Iteration 54Q: 3 clusters Score -3067214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3067213.750000 Penalty: 3042.244385
	Iteration 55Q: 3 clusters Score -3067214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3067217.750000 Penalty: 3042.244385
	Iteration 56Q: 3 clusters Score -3067218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3067218.750000 Penalty: 3042.244385
	Iteration 57Q: 3 clusters Score -3067219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3067220.750000 Penalty: 3042.244385
	Iteration 58Q: 3 clusters Score -3067221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3067220.750000 Penalty: 3042.244385
	Iteration 59F: 3 clusters Score -3067221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (49332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Entering Unmasked Estep 
Score: -5539599.500000 Penalty: 1607.981567
	Iteration 0F: 2 clusters Score -5539600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -5507415.000000 Penalty: 3215.963135
	Iteration 0F: 3 clusters Score -5507415 nChanged 22767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5520002.500000 Penalty: 3215.963135
	Iteration 1F: 3 clusters Score -5520002 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5520895.000000 Penalty: 3215.963135
	Iteration 2Q: 3 clusters Score -5520895 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5522220.500000 Penalty: 3215.963135
	Iteration 3F: 3 clusters Score -5522220 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -5524331.500000 Penalty: 3215.963135
	Iteration 4F: 3 clusters Score -5524332 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5527085.500000 Penalty: 3215.963135
	Iteration 5F: 3 clusters Score -5527086 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -5529920.000000 Penalty: 3215.963135
	Iteration 6F: 3 clusters Score -5529920 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -5532307.500000 Penalty: 3215.963135
	Iteration 7F: 3 clusters Score -5532308 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -5534099.500000 Penalty: 3215.963135
	Iteration 8F: 3 clusters Score -5534100 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -5535442.000000 Penalty: 3215.963135
	Iteration 9Q: 3 clusters Score -5535442 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5536299.000000 Penalty: 3215.963135
	Iteration 10Q: 3 clusters Score -5536299 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5536964.000000 Penalty: 3215.963135
	Iteration 11Q: 3 clusters Score -5536964 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5537422.000000 Penalty: 3215.963135
	Iteration 12Q: 3 clusters Score -5537422 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5537735.500000 Penalty: 3215.963135
	Iteration 13Q: 3 clusters Score -5537736 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5537928.500000 Penalty: 3215.963135
	Iteration 14Q: 3 clusters Score -5537928 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5538010.500000 Penalty: 3215.963135
	Iteration 15Q: 3 clusters Score -5538010 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5538114.500000 Penalty: 3215.963135
	Iteration 16Q: 3 clusters Score -5538114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5538173.000000 Penalty: 3215.963135
	Iteration 17Q: 3 clusters Score -5538173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5538216.500000 Penalty: 3215.963135
	Iteration 18Q: 3 clusters Score -5538216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5538248.000000 Penalty: 3215.963135
	Iteration 19Q: 3 clusters Score -5538248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5538283.500000 Penalty: 3215.963135
	Iteration 20F: 3 clusters Score -5538284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5538311.500000 Penalty: 3215.963135
	Iteration 21Q: 3 clusters Score -5538312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5538317.000000 Penalty: 3215.963135
	Iteration 22Q: 3 clusters Score -5538317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5538321.500000 Penalty: 3215.963135
	Iteration 23Q: 3 clusters Score -5538322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5538333.000000 Penalty: 3215.963135
	Iteration 24Q: 3 clusters Score -5538333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5538344.000000 Penalty: 3215.963135
	Iteration 25Q: 3 clusters Score -5538344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5538340.500000 Penalty: 3215.963135
	Iteration 26Q: 3 clusters Score -5538340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5538346.000000 Penalty: 3215.963135
	Iteration 27Q: 3 clusters Score -5538346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5538351.000000 Penalty: 3215.963135
	Iteration 28Q: 3 clusters Score -5538351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5538362.500000 Penalty: 3215.963135
	Iteration 29Q: 3 clusters Score -5538362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5538359.000000 Penalty: 3215.963135
	Iteration 30Q: 3 clusters Score -5538359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5538364.000000 Penalty: 3215.963135
	Iteration 31Q: 3 clusters Score -5538364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5538364.000000 Penalty: 3215.963135
	Iteration 32F: 3 clusters Score -5538364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Entering Unmasked Estep 
Score: -1681716.375000 Penalty: 1431.040039
	Iteration 0F: 2 clusters Score -1681716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1671903.250000 Penalty: 2862.080078
	Iteration 0F: 3 clusters Score -1671903 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1675363.125000 Penalty: 2862.080078
	Iteration 1F: 3 clusters Score -1675363 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1675786.750000 Penalty: 2862.080078
	Iteration 2F: 3 clusters Score -1675787 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1676105.250000 Penalty: 2862.080078
	Iteration 3F: 3 clusters Score -1676105 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1676372.625000 Penalty: 2862.080078
	Iteration 4Q: 3 clusters Score -1676373 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1676599.750000 Penalty: 2862.080078
	Iteration 5Q: 3 clusters Score -1676600 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1676798.750000 Penalty: 2862.080078
	Iteration 6Q: 3 clusters Score -1676799 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1676998.375000 Penalty: 2862.080078
	Iteration 7Q: 3 clusters Score -1676998 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1677204.750000 Penalty: 2862.080078
	Iteration 8Q: 3 clusters Score -1677205 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1677413.000000 Penalty: 2862.080078
	Iteration 9Q: 3 clusters Score -1677413 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1677594.125000 Penalty: 2862.080078
	Iteration 10Q: 3 clusters Score -1677594 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1677789.375000 Penalty: 2862.080078
	Iteration 11Q: 3 clusters Score -1677789 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1677991.375000 Penalty: 2862.080078
	Iteration 12Q: 3 clusters Score -1677991 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1678198.750000 Penalty: 2862.080078
	Iteration 13Q: 3 clusters Score -1678199 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1678423.875000 Penalty: 2862.080078
	Iteration 14Q: 3 clusters Score -1678424 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1678683.000000 Penalty: 2862.080078
	Iteration 15Q: 3 clusters Score -1678683 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1678959.250000 Penalty: 2862.080078
	Iteration 16Q: 3 clusters Score -1678959 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1679218.000000 Penalty: 2862.080078
	Iteration 17Q: 3 clusters Score -1679218 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1679456.125000 Penalty: 2862.080078
	Iteration 18Q: 3 clusters Score -1679456 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1679667.000000 Penalty: 2862.080078
	Iteration 19Q: 3 clusters Score -1679667 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1679870.250000 Penalty: 2862.080078
	Iteration 20F: 3 clusters Score -1679870 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1680033.250000 Penalty: 2862.080078
	Iteration 21Q: 3 clusters Score -1680033 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1680159.750000 Penalty: 2862.080078
	Iteration 22Q: 3 clusters Score -1680160 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1680259.625000 Penalty: 2862.080078
	Iteration 23Q: 3 clusters Score -1680260 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1680334.750000 Penalty: 2862.080078
	Iteration 24Q: 3 clusters Score -1680335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1680388.125000 Penalty: 2862.080078
	Iteration 25Q: 3 clusters Score -1680388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1680422.625000 Penalty: 2862.080078
	Iteration 26Q: 3 clusters Score -1680423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1680457.125000 Penalty: 2862.080078
	Iteration 27Q: 3 clusters Score -1680457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1680482.000000 Penalty: 2862.080078
	Iteration 28Q: 3 clusters Score -1680482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1680503.375000 Penalty: 2862.080078
	Iteration 29Q: 3 clusters Score -1680503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1680516.500000 Penalty: 2862.080078
	Iteration 30Q: 3 clusters Score -1680516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1680530.625000 Penalty: 2862.080078
	Iteration 31Q: 3 clusters Score -1680531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1680540.375000 Penalty: 2862.080078
	Iteration 32Q: 3 clusters Score -1680540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1680553.500000 Penalty: 2862.080078
	Iteration 33Q: 3 clusters Score -1680554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1680557.500000 Penalty: 2862.080078
	Iteration 34Q: 3 clusters Score -1680558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1680563.375000 Penalty: 2862.080078
	Iteration 35Q: 3 clusters Score -1680563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1680569.375000 Penalty: 2862.080078
	Iteration 36Q: 3 clusters Score -1680569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1680570.500000 Penalty: 2862.080078
	Iteration 37Q: 3 clusters Score -1680570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1680570.500000 Penalty: 2862.080078
	Iteration 38F: 3 clusters Score -1680570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 27914 members 
Mstep: Class 4 contains 1599 members 
Mstep: Class 5 contains 49318 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 40815 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 38584 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 37160 members 
Mstep: Class 12 contains 21475 members 
Mstep: Class 13 contains 92361 members 
Mstep: Class 14 contains 21042 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 17882 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 1675 members 
Mstep: Class 20 contains 23082 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12548 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 19955 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49332 members 
Mstep: Class 30 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78974888.000000 Penalty: 62307.648438
Iteration 199Q: 32 clusters Score -7.897489e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 36963 members 
Mstep: Class 3 contains 27920 members 
Mstep: Class 4 contains 1380 members 
Mstep: Class 5 contains 49318 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 41257 members 
Mstep: Class 8 contains 20787 members 
Mstep: Class 9 contains 38596 members 
Mstep: Class 10 contains 5717 members 
Mstep: Class 11 contains 37182 members 
Mstep: Class 12 contains 21511 members 
Mstep: Class 13 contains 92367 members 
Mstep: Class 14 contains 21682 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 17897 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 23095 members 
Mstep: Class 21 contains 15090 members 
Mstep: Class 22 contains 24411 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 19966 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27519 members 
Mstep: Class 29 contains 49737 members 
Mstep: Class 30 contains 15023 members 
Mstep: Class 31 contains 64199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78976528.000000 Penalty: 62307.648438
Iteration 200F: 32 clusters Score -7.897653e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 36944 members 
Mstep: Class 3 contains 27895 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19536 members 
Mstep: Class 7 contains 41281 members 
Mstep: Class 8 contains 20348 members 
Mstep: Class 9 contains 38564 members 
Mstep: Class 10 contains 5719 members 
Mstep: Class 11 contains 37160 members 
Mstep: Class 12 contains 21484 members 
Mstep: Class 13 contains 92336 members 
Mstep: Class 14 contains 21870 members 
Mstep: Class 15 contains 19159 members 
Mstep: Class 16 contains 3198 members 
Mstep: Class 17 contains 17899 members 
Mstep: Class 18 contains 4105 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 20 contains 23085 members 
Mstep: Class 21 contains 15072 members 
Mstep: Class 22 contains 24400 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12501 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 19979 members 
Mstep: Class 27 contains 1278 members 
Mstep: Class 28 contains 27500 members 
Mstep: Class 29 contains 49855 members 
Mstep: Class 30 contains 15018 members 
Mstep: Class 31 contains 64880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78976856.000000 Penalty: 62307.648438
Iteration 201Q: 32 clusters Score -7.897686e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 36946 members 
Mstep: Class 3 contains 27892 members 
Mstep: Class 4 contains 1107 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19537 members 
Mstep: Class 7 contains 41297 members 
Mstep: Class 8 contains 20129 members 
Mstep: Class 9 contains 38552 members 
Mstep: Class 10 contains 5719 members 
Mstep: Class 11 contains 37152 members 
Mstep: Class 12 contains 21479 members 
Mstep: Class 13 contains 92333 members 
Mstep: Class 14 contains 21947 members 
Mstep: Class 15 contains 19160 members 
Mstep: Class 16 contains 3126 members 
Mstep: Class 17 contains 17905 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 23083 members 
Mstep: Class 21 contains 15064 members 
Mstep: Class 22 contains 24399 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12484 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 19997 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 27505 members 
Mstep: Class 29 contains 49888 members 
Mstep: Class 30 contains 15026 members 
Mstep: Class 31 contains 65154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78976968.000000 Penalty: 62307.648438
Iteration 202Q: 32 clusters Score -7.897697e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 36951 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 4 contains 1063 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19540 members 
Mstep: Class 7 contains 41305 members 
Mstep: Class 8 contains 19993 members 
Mstep: Class 9 contains 38549 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37147 members 
Mstep: Class 12 contains 21476 members 
Mstep: Class 13 contains 92327 members 
Mstep: Class 14 contains 21974 members 
Mstep: Class 15 contains 19162 members 
Mstep: Class 16 contains 3088 members 
Mstep: Class 17 contains 17916 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 23086 members 
Mstep: Class 21 contains 15064 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12466 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20014 members 
Mstep: Class 27 contains 1278 members 
Mstep: Class 28 contains 27505 members 
Mstep: Class 29 contains 49899 members 
Mstep: Class 30 contains 15033 members 
Mstep: Class 31 contains 65312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977072.000000 Penalty: 62307.648438
Iteration 203Q: 32 clusters Score -7.897707e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 36955 members 
Mstep: Class 3 contains 27896 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 49316 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41325 members 
Mstep: Class 8 contains 19896 members 
Mstep: Class 9 contains 38548 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37150 members 
Mstep: Class 12 contains 21477 members 
Mstep: Class 13 contains 92326 members 
Mstep: Class 14 contains 21990 members 
Mstep: Class 15 contains 19161 members 
Mstep: Class 16 contains 3070 members 
Mstep: Class 17 contains 17927 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 23088 members 
Mstep: Class 21 contains 15062 members 
Mstep: Class 22 contains 24400 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12445 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20032 members 
Mstep: Class 27 contains 1278 members 
Mstep: Class 28 contains 27507 members 
Mstep: Class 29 contains 49907 members 
Mstep: Class 30 contains 15035 members 
Mstep: Class 31 contains 65392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977016.000000 Penalty: 62307.648438
Iteration 204Q: 32 clusters Score -7.897702e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 36960 members 
Mstep: Class 3 contains 27895 members 
Mstep: Class 4 contains 1002 members 
Mstep: Class 5 contains 49315 members 
Mstep: Class 6 contains 19544 members 
Mstep: Class 7 contains 41339 members 
Mstep: Class 8 contains 19830 members 
Mstep: Class 9 contains 38548 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 21482 members 
Mstep: Class 13 contains 92326 members 
Mstep: Class 14 contains 22002 members 
Mstep: Class 15 contains 19160 members 
Mstep: Class 16 contains 3055 members 
Mstep: Class 17 contains 17931 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 23088 members 
Mstep: Class 21 contains 15059 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 12432 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20060 members 
Mstep: Class 27 contains 1279 members 
Mstep: Class 28 contains 27506 members 
Mstep: Class 29 contains 49909 members 
Mstep: Class 30 contains 15038 members 
Mstep: Class 31 contains 65447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2007.728149 but Gain 2009.921875
Score: -78977000.000000 Penalty: 60297.722656
Iteration 205Q: 31 clusters Score -7.8977e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 36964 members 
Mstep: Class 3 contains 27902 members 
Mstep: Class 5 contains 49315 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41458 members 
Mstep: Class 8 contains 19953 members 
Mstep: Class 9 contains 38546 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37160 members 
Mstep: Class 12 contains 21528 members 
Mstep: Class 13 contains 92323 members 
Mstep: Class 14 contains 22106 members 
Mstep: Class 15 contains 19161 members 
Mstep: Class 16 contains 3065 members 
Mstep: Class 17 contains 18013 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 20 contains 23091 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2820 members 
Mstep: Class 24 contains 12443 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20087 members 
Mstep: Class 27 contains 1279 members 
Mstep: Class 28 contains 27507 members 
Mstep: Class 29 contains 49913 members 
Mstep: Class 30 contains 15122 members 
Mstep: Class 31 contains 65769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977976.000000 Penalty: 60297.722656
Iteration 206Q: 31 clusters Score -7.897798e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 36967 members 
Mstep: Class 3 contains 27898 members 
Mstep: Class 5 contains 49320 members 
Mstep: Class 6 contains 19544 members 
Mstep: Class 7 contains 41452 members 
Mstep: Class 8 contains 19890 members 
Mstep: Class 9 contains 38544 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37154 members 
Mstep: Class 12 contains 21522 members 
Mstep: Class 13 contains 92323 members 
Mstep: Class 14 contains 22117 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 3056 members 
Mstep: Class 17 contains 18022 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 20 contains 23095 members 
Mstep: Class 21 contains 15091 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12431 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20105 members 
Mstep: Class 27 contains 1277 members 
Mstep: Class 28 contains 27511 members 
Mstep: Class 29 contains 49920 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 65804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977944.000000 Penalty: 60297.722656
Iteration 207Q: 31 clusters Score -7.897794e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 36971 members 
Mstep: Class 3 contains 27898 members 
Mstep: Class 5 contains 49323 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41453 members 
Mstep: Class 8 contains 19857 members 
Mstep: Class 9 contains 38544 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37151 members 
Mstep: Class 12 contains 21520 members 
Mstep: Class 13 contains 92318 members 
Mstep: Class 14 contains 22120 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 3051 members 
Mstep: Class 17 contains 18027 members 
Mstep: Class 18 contains 4110 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 20 contains 23100 members 
Mstep: Class 21 contains 15090 members 
Mstep: Class 22 contains 24403 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20119 members 
Mstep: Class 27 contains 1277 members 
Mstep: Class 28 contains 27515 members 
Mstep: Class 29 contains 49923 members 
Mstep: Class 30 contains 15122 members 
Mstep: Class 31 contains 65816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977880.000000 Penalty: 60297.722656
Iteration 208Q: 31 clusters Score -7.897788e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 36973 members 
Mstep: Class 3 contains 27897 members 
Mstep: Class 5 contains 49324 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41454 members 
Mstep: Class 8 contains 19839 members 
Mstep: Class 9 contains 38545 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37147 members 
Mstep: Class 12 contains 21519 members 
Mstep: Class 13 contains 92313 members 
Mstep: Class 14 contains 22120 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 3048 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15090 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20134 members 
Mstep: Class 27 contains 1278 members 
Mstep: Class 28 contains 27518 members 
Mstep: Class 29 contains 49925 members 
Mstep: Class 30 contains 15123 members 
Mstep: Class 31 contains 65819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977872.000000 Penalty: 60297.722656
Iteration 209Q: 31 clusters Score -7.897787e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 36974 members 
Mstep: Class 3 contains 27896 members 
Mstep: Class 5 contains 49321 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41455 members 
Mstep: Class 8 contains 19822 members 
Mstep: Class 9 contains 38544 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37146 members 
Mstep: Class 12 contains 21522 members 
Mstep: Class 13 contains 92317 members 
Mstep: Class 14 contains 22121 members 
Mstep: Class 15 contains 19165 members 
Mstep: Class 16 contains 3046 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15090 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20139 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 27520 members 
Mstep: Class 29 contains 49925 members 
Mstep: Class 30 contains 15123 members 
Mstep: Class 31 contains 65824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977904.000000 Penalty: 60297.722656
Iteration 210Q: 31 clusters Score -7.89779e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 36974 members 
Mstep: Class 3 contains 27895 members 
Mstep: Class 5 contains 49322 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41455 members 
Mstep: Class 8 contains 19810 members 
Mstep: Class 9 contains 38542 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37146 members 
Mstep: Class 12 contains 21523 members 
Mstep: Class 13 contains 92316 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19166 members 
Mstep: Class 16 contains 3043 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15089 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2820 members 
Mstep: Class 24 contains 12417 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20146 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27521 members 
Mstep: Class 29 contains 49926 members 
Mstep: Class 30 contains 15123 members 
Mstep: Class 31 contains 65833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977928.000000 Penalty: 60297.722656
Iteration 211Q: 31 clusters Score -7.897793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 36974 members 
Mstep: Class 3 contains 27896 members 
Mstep: Class 5 contains 49324 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41457 members 
Mstep: Class 8 contains 19800 members 
Mstep: Class 9 contains 38542 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37146 members 
Mstep: Class 12 contains 21523 members 
Mstep: Class 13 contains 92315 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19166 members 
Mstep: Class 16 contains 3040 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4110 members 
Mstep: Class 19 contains 1728 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20147 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49926 members 
Mstep: Class 30 contains 15123 members 
Mstep: Class 31 contains 65839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977904.000000 Penalty: 60297.722656
Iteration 212Q: 31 clusters Score -7.89779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 36975 members 
Mstep: Class 3 contains 27895 members 
Mstep: Class 5 contains 49323 members 
Mstep: Class 6 contains 19542 members 
Mstep: Class 7 contains 41459 members 
Mstep: Class 8 contains 19791 members 
Mstep: Class 9 contains 38542 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37145 members 
Mstep: Class 12 contains 21523 members 
Mstep: Class 13 contains 92315 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3040 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12413 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20149 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15124 members 
Mstep: Class 31 contains 65842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977992.000000 Penalty: 60297.722656
Iteration 213Q: 31 clusters Score -7.897799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27894 members 
Mstep: Class 5 contains 49322 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41459 members 
Mstep: Class 8 contains 19788 members 
Mstep: Class 9 contains 38540 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37145 members 
Mstep: Class 12 contains 21522 members 
Mstep: Class 13 contains 92315 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12412 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20151 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15124 members 
Mstep: Class 31 contains 65844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977952.000000 Penalty: 60297.722656
Iteration 214Q: 31 clusters Score -7.897795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27894 members 
Mstep: Class 5 contains 49322 members 
Mstep: Class 6 contains 19544 members 
Mstep: Class 7 contains 41459 members 
Mstep: Class 8 contains 19788 members 
Mstep: Class 9 contains 38538 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37145 members 
Mstep: Class 12 contains 21522 members 
Mstep: Class 13 contains 92314 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24403 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20155 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15125 members 
Mstep: Class 31 contains 65844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977936.000000 Penalty: 60297.722656
Iteration 215Q: 31 clusters Score -7.897794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27894 members 
Mstep: Class 5 contains 49323 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41459 members 
Mstep: Class 8 contains 19788 members 
Mstep: Class 9 contains 38536 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21522 members 
Mstep: Class 13 contains 92314 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12409 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20159 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 65844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977928.000000 Penalty: 60297.722656
Iteration 216Q: 31 clusters Score -7.897793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27894 members 
Mstep: Class 5 contains 49323 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41460 members 
Mstep: Class 8 contains 19785 members 
Mstep: Class 9 contains 38533 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21522 members 
Mstep: Class 13 contains 92314 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24401 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12408 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20163 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 65844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977880.000000 Penalty: 60297.722656
Iteration 217Q: 31 clusters Score -7.897788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 5 contains 49323 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41461 members 
Mstep: Class 8 contains 19781 members 
Mstep: Class 9 contains 38533 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21522 members 
Mstep: Class 13 contains 92313 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24401 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12407 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20167 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 65844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977944.000000 Penalty: 60297.722656
Iteration 218Q: 31 clusters Score -7.897794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 5 contains 49325 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41461 members 
Mstep: Class 8 contains 19779 members 
Mstep: Class 9 contains 38533 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21522 members 
Mstep: Class 13 contains 92309 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24401 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12407 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20170 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 65845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977920.000000 Penalty: 60297.722656
Iteration 219Q: 31 clusters Score -7.897792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41461 members 
Mstep: Class 8 contains 19777 members 
Mstep: Class 9 contains 38533 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21522 members 
Mstep: Class 13 contains 92309 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24404 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12405 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20171 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 65846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977928.000000 Penalty: 60297.722656
Iteration 220F: 31 clusters Score -7.897793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41461 members 
Mstep: Class 8 contains 19778 members 
Mstep: Class 9 contains 38532 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21523 members 
Mstep: Class 13 contains 92310 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24403 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12404 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20172 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 65846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977912.000000 Penalty: 60297.722656
Iteration 221Q: 31 clusters Score -7.897791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41461 members 
Mstep: Class 8 contains 19778 members 
Mstep: Class 9 contains 38532 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21524 members 
Mstep: Class 13 contains 92311 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12402 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20172 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 65846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977896.000000 Penalty: 60297.722656
Iteration 222Q: 31 clusters Score -7.89779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41462 members 
Mstep: Class 8 contains 19778 members 
Mstep: Class 9 contains 38532 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21524 members 
Mstep: Class 13 contains 92311 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12401 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20172 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 65846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977896.000000 Penalty: 60297.722656
Iteration 223Q: 31 clusters Score -7.89779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41462 members 
Mstep: Class 8 contains 19778 members 
Mstep: Class 9 contains 38532 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21524 members 
Mstep: Class 13 contains 92311 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12401 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20172 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 65846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78977896.000000 Penalty: 60297.722656
Iteration 224F: 31 clusters Score -7.89779e+07 nChanged 0
Entering ConstructFrom: 
Score: -78977896.000000 Penalty: 60297.722656
Entering ConstructFrom: 
Trying to split cluster 1 (17300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Entering Unmasked Estep 
Score: -1932632.625000 Penalty: 1452.059204
	Iteration 0F: 2 clusters Score -1932633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1921268.125000 Penalty: 2904.118408
	Iteration 0F: 3 clusters Score -1921268 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1925228.250000 Penalty: 2904.118408
	Iteration 1F: 3 clusters Score -1925228 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1925623.000000 Penalty: 2904.118408
	Iteration 2F: 3 clusters Score -1925623 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1925958.250000 Penalty: 2904.118408
	Iteration 3Q: 3 clusters Score -1925958 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1926247.125000 Penalty: 2904.118408
	Iteration 4Q: 3 clusters Score -1926247 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1926537.875000 Penalty: 2904.118408
	Iteration 5Q: 3 clusters Score -1926538 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1926815.125000 Penalty: 2904.118408
	Iteration 6Q: 3 clusters Score -1926815 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1927095.000000 Penalty: 2904.118408
	Iteration 7Q: 3 clusters Score -1927095 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1927373.750000 Penalty: 2904.118408
	Iteration 8Q: 3 clusters Score -1927374 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1927661.750000 Penalty: 2904.118408
	Iteration 9Q: 3 clusters Score -1927662 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1927949.875000 Penalty: 2904.118408
	Iteration 10Q: 3 clusters Score -1927950 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1928213.000000 Penalty: 2904.118408
	Iteration 11Q: 3 clusters Score -1928213 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1928436.750000 Penalty: 2904.118408
	Iteration 12Q: 3 clusters Score -1928437 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1928662.125000 Penalty: 2904.118408
	Iteration 13Q: 3 clusters Score -1928662 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1928882.250000 Penalty: 2904.118408
	Iteration 14Q: 3 clusters Score -1928882 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1929118.250000 Penalty: 2904.118408
	Iteration 15Q: 3 clusters Score -1929118 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1929372.250000 Penalty: 2904.118408
	Iteration 16Q: 3 clusters Score -1929372 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1929663.750000 Penalty: 2904.118408
	Iteration 17Q: 3 clusters Score -1929664 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1929983.500000 Penalty: 2904.118408
	Iteration 18Q: 3 clusters Score -1929984 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1930318.125000 Penalty: 2904.118408
	Iteration 19Q: 3 clusters Score -1930318 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1930613.750000 Penalty: 2904.118408
	Iteration 20F: 3 clusters Score -1930614 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1930834.500000 Penalty: 2904.118408
	Iteration 21Q: 3 clusters Score -1930834 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1930977.625000 Penalty: 2904.118408
	Iteration 22Q: 3 clusters Score -1930978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1931105.500000 Penalty: 2904.118408
	Iteration 23Q: 3 clusters Score -1931106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1931187.500000 Penalty: 2904.118408
	Iteration 24Q: 3 clusters Score -1931188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1931253.500000 Penalty: 2904.118408
	Iteration 25Q: 3 clusters Score -1931254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1931306.750000 Penalty: 2904.118408
	Iteration 26Q: 3 clusters Score -1931307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1931348.875000 Penalty: 2904.118408
	Iteration 27Q: 3 clusters Score -1931349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1931371.000000 Penalty: 2904.118408
	Iteration 28Q: 3 clusters Score -1931371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1931385.375000 Penalty: 2904.118408
	Iteration 29Q: 3 clusters Score -1931385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1931400.625000 Penalty: 2904.118408
	Iteration 30Q: 3 clusters Score -1931401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1931404.750000 Penalty: 2904.118408
	Iteration 31Q: 3 clusters Score -1931405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1931413.000000 Penalty: 2904.118408
	Iteration 32Q: 3 clusters Score -1931413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1931422.125000 Penalty: 2904.118408
	Iteration 33Q: 3 clusters Score -1931422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1931432.250000 Penalty: 2904.118408
	Iteration 34Q: 3 clusters Score -1931432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1931441.625000 Penalty: 2904.118408
	Iteration 35Q: 3 clusters Score -1931442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1931446.750000 Penalty: 2904.118408
	Iteration 36Q: 3 clusters Score -1931447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1931453.250000 Penalty: 2904.118408
	Iteration 37Q: 3 clusters Score -1931453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1931458.125000 Penalty: 2904.118408
	Iteration 38Q: 3 clusters Score -1931458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1931463.250000 Penalty: 2904.118408
	Iteration 39Q: 3 clusters Score -1931463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1931463.500000 Penalty: 2904.118408
	Iteration 40F: 3 clusters Score -1931464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Entering Unmasked Estep 
Score: -4104138.500000 Penalty: 1565.082031
	Iteration 0F: 2 clusters Score -4104138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4080211.750000 Penalty: 3130.164062
	Iteration 0F: 3 clusters Score -4080212 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4089290.250000 Penalty: 3130.164062
	Iteration 1F: 3 clusters Score -4089290 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4089972.250000 Penalty: 3130.164062
	Iteration 2Q: 3 clusters Score -4089972 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -4090818.250000 Penalty: 3130.164062
	Iteration 3F: 3 clusters Score -4090818 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -4092080.250000 Penalty: 3130.164062
	Iteration 4F: 3 clusters Score -4092080 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -4093796.000000 Penalty: 3130.164062
	Iteration 5F: 3 clusters Score -4093796 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -4095748.000000 Penalty: 3130.164062
	Iteration 6F: 3 clusters Score -4095748 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -4097569.000000 Penalty: 3130.164062
	Iteration 7F: 3 clusters Score -4097569 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4098983.500000 Penalty: 3130.164062
	Iteration 8F: 3 clusters Score -4098984 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -4100064.000000 Penalty: 3130.164062
	Iteration 9Q: 3 clusters Score -4100064 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -4100994.500000 Penalty: 3130.164062
	Iteration 10Q: 3 clusters Score -4100994 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -4101706.000000 Penalty: 3130.164062
	Iteration 11Q: 3 clusters Score -4101706 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -4102171.750000 Penalty: 3130.164062
	Iteration 12Q: 3 clusters Score -4102172 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4102491.750000 Penalty: 3130.164062
	Iteration 13Q: 3 clusters Score -4102492 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -4102678.250000 Penalty: 3130.164062
	Iteration 14Q: 3 clusters Score -4102678 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -4102841.500000 Penalty: 3130.164062
	Iteration 15Q: 3 clusters Score -4102842 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4102949.250000 Penalty: 3130.164062
	Iteration 16Q: 3 clusters Score -4102949 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4103023.750000 Penalty: 3130.164062
	Iteration 17Q: 3 clusters Score -4103024 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -4103099.500000 Penalty: 3130.164062
	Iteration 18Q: 3 clusters Score -4103100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4103141.250000 Penalty: 3130.164062
	Iteration 19Q: 3 clusters Score -4103141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -4103195.750000 Penalty: 3130.164062
	Iteration 20F: 3 clusters Score -4103196 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4103246.750000 Penalty: 3130.164062
	Iteration 21Q: 3 clusters Score -4103247 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -4103318.500000 Penalty: 3130.164062
	Iteration 22Q: 3 clusters Score -4103318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4103404.000000 Penalty: 3130.164062
	Iteration 23Q: 3 clusters Score -4103404 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4103453.500000 Penalty: 3130.164062
	Iteration 24Q: 3 clusters Score -4103454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -4103508.750000 Penalty: 3130.164062
	Iteration 25Q: 3 clusters Score -4103509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -4103538.500000 Penalty: 3130.164062
	Iteration 26Q: 3 clusters Score -4103538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4103558.750000 Penalty: 3130.164062
	Iteration 27Q: 3 clusters Score -4103559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -4103572.500000 Penalty: 3130.164062
	Iteration 28Q: 3 clusters Score -4103572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4103588.250000 Penalty: 3130.164062
	Iteration 29Q: 3 clusters Score -4103588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4103592.500000 Penalty: 3130.164062
	Iteration 30Q: 3 clusters Score -4103592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -4103603.750000 Penalty: 3130.164062
	Iteration 31Q: 3 clusters Score -4103604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4103614.750000 Penalty: 3130.164062
	Iteration 32Q: 3 clusters Score -4103615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4103631.000000 Penalty: 3130.164062
	Iteration 33Q: 3 clusters Score -4103631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4103645.500000 Penalty: 3130.164062
	Iteration 34Q: 3 clusters Score -4103646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4103639.750000 Penalty: 3130.164062
	Iteration 35Q: 3 clusters Score -4103640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4103648.250000 Penalty: 3130.164062
	Iteration 36Q: 3 clusters Score -4103648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4103664.000000 Penalty: 3130.164062
	Iteration 37Q: 3 clusters Score -4103664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4103665.500000 Penalty: 3130.164062
	Iteration 38Q: 3 clusters Score -4103666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4103663.750000 Penalty: 3130.164062
	Iteration 39Q: 3 clusters Score -4103664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -4103662.750000 Penalty: 3130.164062
	Iteration 40F: 3 clusters Score -4103663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -4103660.250000 Penalty: 3130.164062
	Iteration 41Q: 3 clusters Score -4103660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4103662.000000 Penalty: 3130.164062
	Iteration 42Q: 3 clusters Score -4103662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4103664.500000 Penalty: 3130.164062
	Iteration 43Q: 3 clusters Score -4103664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4103668.000000 Penalty: 3130.164062
	Iteration 44Q: 3 clusters Score -4103668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4103668.000000 Penalty: 3130.164062
	Iteration 45F: 3 clusters Score -4103668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Entering Unmasked Estep 
Score: -3123652.500000 Penalty: 1523.136230
	Iteration 0F: 2 clusters Score -3123652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3105381.500000 Penalty: 3046.272461
	Iteration 0F: 3 clusters Score -3105382 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3112088.500000 Penalty: 3046.272461
	Iteration 1F: 3 clusters Score -3112088 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3112580.750000 Penalty: 3046.272461
	Iteration 2F: 3 clusters Score -3112581 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3113150.000000 Penalty: 3046.272461
	Iteration 3Q: 3 clusters Score -3113150 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3113742.250000 Penalty: 3046.272461
	Iteration 4Q: 3 clusters Score -3113742 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3114531.500000 Penalty: 3046.272461
	Iteration 5F: 3 clusters Score -3114532 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3115748.250000 Penalty: 3046.272461
	Iteration 6F: 3 clusters Score -3115748 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3117324.250000 Penalty: 3046.272461
	Iteration 7F: 3 clusters Score -3117324 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3119043.500000 Penalty: 3046.272461
	Iteration 8F: 3 clusters Score -3119044 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3120490.750000 Penalty: 3046.272461
	Iteration 9F: 3 clusters Score -3120491 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3121399.500000 Penalty: 3046.272461
	Iteration 10Q: 3 clusters Score -3121400 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3121914.500000 Penalty: 3046.272461
	Iteration 11Q: 3 clusters Score -3121914 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3122190.000000 Penalty: 3046.272461
	Iteration 12Q: 3 clusters Score -3122190 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3122334.500000 Penalty: 3046.272461
	Iteration 13Q: 3 clusters Score -3122334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3122402.500000 Penalty: 3046.272461
	Iteration 14Q: 3 clusters Score -3122402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3122438.750000 Penalty: 3046.272461
	Iteration 15Q: 3 clusters Score -3122439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3122448.750000 Penalty: 3046.272461
	Iteration 16Q: 3 clusters Score -3122449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3122457.250000 Penalty: 3046.272461
	Iteration 17Q: 3 clusters Score -3122457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3122466.250000 Penalty: 3046.272461
	Iteration 18Q: 3 clusters Score -3122466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3122473.250000 Penalty: 3046.272461
	Iteration 19Q: 3 clusters Score -3122473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3122479.250000 Penalty: 3046.272461
	Iteration 20F: 3 clusters Score -3122479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3122480.250000 Penalty: 3046.272461
	Iteration 21Q: 3 clusters Score -3122480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3122481.000000 Penalty: 3046.272461
	Iteration 22Q: 3 clusters Score -3122481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3122482.500000 Penalty: 3046.272461
	Iteration 23Q: 3 clusters Score -3122482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3122486.250000 Penalty: 3046.272461
	Iteration 24Q: 3 clusters Score -3122486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3122488.750000 Penalty: 3046.272461
	Iteration 25Q: 3 clusters Score -3122489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3122491.250000 Penalty: 3046.272461
	Iteration 26Q: 3 clusters Score -3122491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3122490.750000 Penalty: 3046.272461
	Iteration 27Q: 3 clusters Score -3122491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3122490.750000 Penalty: 3046.272461
	Iteration 28F: 3 clusters Score -3122491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Entering Unmasked Estep 
Score: -5364801.000000 Penalty: 1607.963623
	Iteration 0F: 2 clusters Score -5364801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -5332668.500000 Penalty: 3215.927246
	Iteration 0F: 3 clusters Score -5332668 nChanged 22859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -5345699.000000 Penalty: 3215.927246
	Iteration 1F: 3 clusters Score -5345699 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5346597.000000 Penalty: 3215.927246
	Iteration 2Q: 3 clusters Score -5346597 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -5347551.000000 Penalty: 3215.927246
	Iteration 3Q: 3 clusters Score -5347551 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5348777.000000 Penalty: 3215.927246
	Iteration 4F: 3 clusters Score -5348777 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -5350172.000000 Penalty: 3215.927246
	Iteration 5F: 3 clusters Score -5350172 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -5351649.000000 Penalty: 3215.927246
	Iteration 6F: 3 clusters Score -5351649 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -5353140.000000 Penalty: 3215.927246
	Iteration 7F: 3 clusters Score -5353140 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -5354645.000000 Penalty: 3215.927246
	Iteration 8F: 3 clusters Score -5354645 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -5356131.500000 Penalty: 3215.927246
	Iteration 9F: 3 clusters Score -5356132 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -5357544.500000 Penalty: 3215.927246
	Iteration 10Q: 3 clusters Score -5357544 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -5358860.500000 Penalty: 3215.927246
	Iteration 11Q: 3 clusters Score -5358860 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -5360039.000000 Penalty: 3215.927246
	Iteration 12Q: 3 clusters Score -5360039 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -5361049.500000 Penalty: 3215.927246
	Iteration 13Q: 3 clusters Score -5361050 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5361816.500000 Penalty: 3215.927246
	Iteration 14Q: 3 clusters Score -5361816 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5362417.000000 Penalty: 3215.927246
	Iteration 15Q: 3 clusters Score -5362417 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5362836.000000 Penalty: 3215.927246
	Iteration 16Q: 3 clusters Score -5362836 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5363097.500000 Penalty: 3215.927246
	Iteration 17Q: 3 clusters Score -5363098 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5363273.500000 Penalty: 3215.927246
	Iteration 18Q: 3 clusters Score -5363274 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5363386.000000 Penalty: 3215.927246
	Iteration 19Q: 3 clusters Score -5363386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5363464.000000 Penalty: 3215.927246
	Iteration 20F: 3 clusters Score -5363464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5363502.000000 Penalty: 3215.927246
	Iteration 21Q: 3 clusters Score -5363502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5363546.500000 Penalty: 3215.927246
	Iteration 22Q: 3 clusters Score -5363546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5363576.000000 Penalty: 3215.927246
	Iteration 23Q: 3 clusters Score -5363576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5363584.500000 Penalty: 3215.927246
	Iteration 24Q: 3 clusters Score -5363584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5363600.500000 Penalty: 3215.927246
	Iteration 25Q: 3 clusters Score -5363600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5363600.000000 Penalty: 3215.927246
	Iteration 26Q: 3 clusters Score -5363600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5363612.000000 Penalty: 3215.927246
	Iteration 27Q: 3 clusters Score -5363612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5363607.000000 Penalty: 3215.927246
	Iteration 28Q: 3 clusters Score -5363607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5363608.000000 Penalty: 3215.927246
	Iteration 29Q: 3 clusters Score -5363608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5363611.000000 Penalty: 3215.927246
	Iteration 30Q: 3 clusters Score -5363611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5363614.000000 Penalty: 3215.927246
	Iteration 31Q: 3 clusters Score -5363614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5363623.000000 Penalty: 3215.927246
	Iteration 32Q: 3 clusters Score -5363623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5363623.500000 Penalty: 3215.927246
	Iteration 33Q: 3 clusters Score -5363624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5363629.000000 Penalty: 3215.927246
	Iteration 34Q: 3 clusters Score -5363629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5363629.000000 Penalty: 3215.927246
	Iteration 35Q: 3 clusters Score -5363629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5363630.500000 Penalty: 3215.927246
	Iteration 36Q: 3 clusters Score -5363630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5363630.500000 Penalty: 3215.927246
	Iteration 37F: 3 clusters Score -5363630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Entering Unmasked Estep 
Score: -2100860.750000 Penalty: 1470.199341
	Iteration 0F: 2 clusters Score -2100861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2088124.000000 Penalty: 2940.398682
	Iteration 0F: 3 clusters Score -2088124 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2092705.125000 Penalty: 2940.398682
	Iteration 1F: 3 clusters Score -2092705 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2093158.625000 Penalty: 2940.398682
	Iteration 2F: 3 clusters Score -2093159 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2093547.000000 Penalty: 2940.398682
	Iteration 3Q: 3 clusters Score -2093547 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2093895.750000 Penalty: 2940.398682
	Iteration 4Q: 3 clusters Score -2093896 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2094243.125000 Penalty: 2940.398682
	Iteration 5Q: 3 clusters Score -2094243 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2094574.500000 Penalty: 2940.398682
	Iteration 6Q: 3 clusters Score -2094574 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2094948.375000 Penalty: 2940.398682
	Iteration 7Q: 3 clusters Score -2094948 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2095378.625000 Penalty: 2940.398682
	Iteration 8Q: 3 clusters Score -2095379 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2095914.500000 Penalty: 2940.398682
	Iteration 9Q: 3 clusters Score -2095914 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2096616.250000 Penalty: 2940.398682
	Iteration 10F: 3 clusters Score -2096616 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2097370.750000 Penalty: 2940.398682
	Iteration 11Q: 3 clusters Score -2097371 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2098001.500000 Penalty: 2940.398682
	Iteration 12Q: 3 clusters Score -2098002 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2098465.000000 Penalty: 2940.398682
	Iteration 13Q: 3 clusters Score -2098465 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2098842.250000 Penalty: 2940.398682
	Iteration 14Q: 3 clusters Score -2098842 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2099135.500000 Penalty: 2940.398682
	Iteration 15Q: 3 clusters Score -2099136 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2099373.750000 Penalty: 2940.398682
	Iteration 16Q: 3 clusters Score -2099374 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2099526.000000 Penalty: 2940.398682
	Iteration 17Q: 3 clusters Score -2099526 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2099625.250000 Penalty: 2940.398682
	Iteration 18Q: 3 clusters Score -2099625 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2099695.250000 Penalty: 2940.398682
	Iteration 19Q: 3 clusters Score -2099695 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2099740.250000 Penalty: 2940.398682
	Iteration 20F: 3 clusters Score -2099740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2099777.500000 Penalty: 2940.398682
	Iteration 21Q: 3 clusters Score -2099778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2099809.750000 Penalty: 2940.398682
	Iteration 22Q: 3 clusters Score -2099810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2099839.250000 Penalty: 2940.398682
	Iteration 23Q: 3 clusters Score -2099839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2099860.000000 Penalty: 2940.398682
	Iteration 24Q: 3 clusters Score -2099860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2099874.500000 Penalty: 2940.398682
	Iteration 25Q: 3 clusters Score -2099874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2099887.750000 Penalty: 2940.398682
	Iteration 26Q: 3 clusters Score -2099888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2099901.500000 Penalty: 2940.398682
	Iteration 27Q: 3 clusters Score -2099902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2099913.500000 Penalty: 2940.398682
	Iteration 28Q: 3 clusters Score -2099914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2099914.500000 Penalty: 2940.398682
	Iteration 29Q: 3 clusters Score -2099914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2099910.750000 Penalty: 2940.398682
	Iteration 30Q: 3 clusters Score -2099911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2099914.750000 Penalty: 2940.398682
	Iteration 31Q: 3 clusters Score -2099915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2099916.250000 Penalty: 2940.398682
	Iteration 32Q: 3 clusters Score -2099916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2099914.000000 Penalty: 2940.398682
	Iteration 33Q: 3 clusters Score -2099914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2099918.000000 Penalty: 2940.398682
	Iteration 34Q: 3 clusters Score -2099918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2099921.750000 Penalty: 2940.398682
	Iteration 35Q: 3 clusters Score -2099922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2099921.000000 Penalty: 2940.398682
	Iteration 36Q: 3 clusters Score -2099921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2099923.500000 Penalty: 2940.398682
	Iteration 37Q: 3 clusters Score -2099924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2099922.000000 Penalty: 2940.398682
	Iteration 38Q: 3 clusters Score -2099922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2099922.000000 Penalty: 2940.398682
	Iteration 39F: 3 clusters Score -2099922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Entering Unmasked Estep 
Score: -4572053.500000 Penalty: 1582.120972
	Iteration 0F: 2 clusters Score -4572054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -4545043.500000 Penalty: 3164.241943
	Iteration 0F: 3 clusters Score -4545044 nChanged 19033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -4555503.000000 Penalty: 3164.241943
	Iteration 1F: 3 clusters Score -4555503 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -4556122.500000 Penalty: 3164.241943
	Iteration 2Q: 3 clusters Score -4556122 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -4556852.000000 Penalty: 3164.241943
	Iteration 3Q: 3 clusters Score -4556852 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -4557814.500000 Penalty: 3164.241943
	Iteration 4F: 3 clusters Score -4557814 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -4559275.500000 Penalty: 3164.241943
	Iteration 5F: 3 clusters Score -4559276 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4561417.500000 Penalty: 3164.241943
	Iteration 6F: 3 clusters Score -4561418 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4563974.000000 Penalty: 3164.241943
	Iteration 7F: 3 clusters Score -4563974 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4566508.500000 Penalty: 3164.241943
	Iteration 8F: 3 clusters Score -4566508 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4568537.500000 Penalty: 3164.241943
	Iteration 9F: 3 clusters Score -4568538 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -4569729.000000 Penalty: 3164.241943
	Iteration 10Q: 3 clusters Score -4569729 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -4570288.500000 Penalty: 3164.241943
	Iteration 11Q: 3 clusters Score -4570288 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -4570528.000000 Penalty: 3164.241943
	Iteration 12Q: 3 clusters Score -4570528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -4570626.500000 Penalty: 3164.241943
	Iteration 13Q: 3 clusters Score -4570626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -4570687.500000 Penalty: 3164.241943
	Iteration 14Q: 3 clusters Score -4570688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -4570719.500000 Penalty: 3164.241943
	Iteration 15Q: 3 clusters Score -4570720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -4570733.000000 Penalty: 3164.241943
	Iteration 16Q: 3 clusters Score -4570733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -4570754.500000 Penalty: 3164.241943
	Iteration 17Q: 3 clusters Score -4570754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -4570764.000000 Penalty: 3164.241943
	Iteration 18Q: 3 clusters Score -4570764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -4570779.000000 Penalty: 3164.241943
	Iteration 19Q: 3 clusters Score -4570779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -4570789.000000 Penalty: 3164.241943
	Iteration 20F: 3 clusters Score -4570789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4570789.500000 Penalty: 3164.241943
	Iteration 21Q: 3 clusters Score -4570790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -4570793.000000 Penalty: 3164.241943
	Iteration 22Q: 3 clusters Score -4570793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4570794.500000 Penalty: 3164.241943
	Iteration 23Q: 3 clusters Score -4570794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -4570794.500000 Penalty: 3164.241943
	Iteration 24F: 3 clusters Score -4570794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Entering Unmasked Estep 
Score: -1994418.375000 Penalty: 1471.978027
	Iteration 0F: 2 clusters Score -1994418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1981472.375000 Penalty: 2943.956055
	Iteration 0F: 3 clusters Score -1981472 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1986095.625000 Penalty: 2943.956055
	Iteration 1F: 3 clusters Score -1986096 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1986466.375000 Penalty: 2943.956055
	Iteration 2F: 3 clusters Score -1986466 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1986732.500000 Penalty: 2943.956055
	Iteration 3Q: 3 clusters Score -1986732 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1986908.250000 Penalty: 2943.956055
	Iteration 4Q: 3 clusters Score -1986908 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1987031.375000 Penalty: 2943.956055
	Iteration 5Q: 3 clusters Score -1987031 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1987162.000000 Penalty: 2943.956055
	Iteration 6Q: 3 clusters Score -1987162 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1987300.500000 Penalty: 2943.956055
	Iteration 7Q: 3 clusters Score -1987300 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1987466.125000 Penalty: 2943.956055
	Iteration 8Q: 3 clusters Score -1987466 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1987642.750000 Penalty: 2943.956055
	Iteration 9Q: 3 clusters Score -1987643 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1987843.000000 Penalty: 2943.956055
	Iteration 10Q: 3 clusters Score -1987843 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1988095.875000 Penalty: 2943.956055
	Iteration 11Q: 3 clusters Score -1988096 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1988442.750000 Penalty: 2943.956055
	Iteration 12Q: 3 clusters Score -1988443 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1988943.125000 Penalty: 2943.956055
	Iteration 13Q: 3 clusters Score -1988943 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1989571.875000 Penalty: 2943.956055
	Iteration 14Q: 3 clusters Score -1989572 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1990228.500000 Penalty: 2943.956055
	Iteration 15Q: 3 clusters Score -1990228 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1990869.875000 Penalty: 2943.956055
	Iteration 16Q: 3 clusters Score -1990870 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1991477.500000 Penalty: 2943.956055
	Iteration 17Q: 3 clusters Score -1991478 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1991931.500000 Penalty: 2943.956055
	Iteration 18Q: 3 clusters Score -1991932 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1992294.250000 Penalty: 2943.956055
	Iteration 19Q: 3 clusters Score -1992294 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1992590.500000 Penalty: 2943.956055
	Iteration 20F: 3 clusters Score -1992590 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1992804.250000 Penalty: 2943.956055
	Iteration 21Q: 3 clusters Score -1992804 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1992967.875000 Penalty: 2943.956055
	Iteration 22Q: 3 clusters Score -1992968 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1993099.875000 Penalty: 2943.956055
	Iteration 23Q: 3 clusters Score -1993100 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1993191.875000 Penalty: 2943.956055
	Iteration 24Q: 3 clusters Score -1993192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1993254.250000 Penalty: 2943.956055
	Iteration 25Q: 3 clusters Score -1993254 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -1993327.500000 Penalty: 2943.956055
	Iteration 26Q: 3 clusters Score -1993328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -1993366.500000 Penalty: 2943.956055
	Iteration 27Q: 3 clusters Score -1993366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1993405.000000 Penalty: 2943.956055
	Iteration 28Q: 3 clusters Score -1993405 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1993439.125000 Penalty: 2943.956055
	Iteration 29Q: 3 clusters Score -1993439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -1993458.625000 Penalty: 2943.956055
	Iteration 30Q: 3 clusters Score -1993459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1993478.000000 Penalty: 2943.956055
	Iteration 31Q: 3 clusters Score -1993478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -1993495.875000 Penalty: 2943.956055
	Iteration 32Q: 3 clusters Score -1993496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -1993502.500000 Penalty: 2943.956055
	Iteration 33Q: 3 clusters Score -1993502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -1993513.500000 Penalty: 2943.956055
	Iteration 34Q: 3 clusters Score -1993514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -1993523.000000 Penalty: 2943.956055
	Iteration 35Q: 3 clusters Score -1993523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -1993531.875000 Penalty: 2943.956055
	Iteration 36Q: 3 clusters Score -1993532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1993543.125000 Penalty: 2943.956055
	Iteration 37Q: 3 clusters Score -1993543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -1993548.375000 Penalty: 2943.956055
	Iteration 38Q: 3 clusters Score -1993548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1993555.500000 Penalty: 2943.956055
	Iteration 39Q: 3 clusters Score -1993556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -1993559.750000 Penalty: 2943.956055
	Iteration 40F: 3 clusters Score -1993560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1993564.875000 Penalty: 2943.956055
	Iteration 41Q: 3 clusters Score -1993565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1993571.375000 Penalty: 2943.956055
	Iteration 42Q: 3 clusters Score -1993571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -1993573.750000 Penalty: 2943.956055
	Iteration 43Q: 3 clusters Score -1993574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1993572.500000 Penalty: 2943.956055
	Iteration 44Q: 3 clusters Score -1993572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1993574.000000 Penalty: 2943.956055
	Iteration 45Q: 3 clusters Score -1993574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1993574.375000 Penalty: 2943.956055
	Iteration 46Q: 3 clusters Score -1993574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1993577.875000 Penalty: 2943.956055
	Iteration 47Q: 3 clusters Score -1993578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1993580.125000 Penalty: 2943.956055
	Iteration 48Q: 3 clusters Score -1993580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1993582.125000 Penalty: 2943.956055
	Iteration 49Q: 3 clusters Score -1993582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1993585.500000 Penalty: 2943.956055
	Iteration 50Q: 3 clusters Score -1993586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -1993585.375000 Penalty: 2943.956055
	Iteration 51Q: 3 clusters Score -1993585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -1993587.500000 Penalty: 2943.956055
	Iteration 52Q: 3 clusters Score -1993588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1993592.250000 Penalty: 2943.956055
	Iteration 53Q: 3 clusters Score -1993592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1993590.375000 Penalty: 2943.956055
	Iteration 54Q: 3 clusters Score -1993590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1993594.250000 Penalty: 2943.956055
	Iteration 55Q: 3 clusters Score -1993594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1993593.500000 Penalty: 2943.956055
	Iteration 56Q: 3 clusters Score -1993594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1993593.500000 Penalty: 2943.956055
	Iteration 57F: 3 clusters Score -1993594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Entering Unmasked Estep 
Score: -4290343.500000 Penalty: 1571.215576
	Iteration 0F: 2 clusters Score -4290344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4265278.500000 Penalty: 3142.431152
	Iteration 0F: 3 clusters Score -4265278 nChanged 17522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -4274985.000000 Penalty: 3142.431152
	Iteration 1F: 3 clusters Score -4274985 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4275720.000000 Penalty: 3142.431152
	Iteration 2Q: 3 clusters Score -4275720 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4276583.500000 Penalty: 3142.431152
	Iteration 3F: 3 clusters Score -4276584 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -4277600.500000 Penalty: 3142.431152
	Iteration 4F: 3 clusters Score -4277600 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4278889.000000 Penalty: 3142.431152
	Iteration 5F: 3 clusters Score -4278889 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -4280563.500000 Penalty: 3142.431152
	Iteration 6F: 3 clusters Score -4280564 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4282427.000000 Penalty: 3142.431152
	Iteration 7F: 3 clusters Score -4282427 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -4284187.000000 Penalty: 3142.431152
	Iteration 8F: 3 clusters Score -4284187 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -4285714.000000 Penalty: 3142.431152
	Iteration 9Q: 3 clusters Score -4285714 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4286700.000000 Penalty: 3142.431152
	Iteration 10Q: 3 clusters Score -4286700 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -4287239.000000 Penalty: 3142.431152
	Iteration 11Q: 3 clusters Score -4287239 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4287571.000000 Penalty: 3142.431152
	Iteration 12Q: 3 clusters Score -4287571 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -4287826.500000 Penalty: 3142.431152
	Iteration 13Q: 3 clusters Score -4287826 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4288043.500000 Penalty: 3142.431152
	Iteration 14Q: 3 clusters Score -4288044 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -4288233.500000 Penalty: 3142.431152
	Iteration 15Q: 3 clusters Score -4288234 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4288353.500000 Penalty: 3142.431152
	Iteration 16Q: 3 clusters Score -4288354 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -4288463.500000 Penalty: 3142.431152
	Iteration 17Q: 3 clusters Score -4288464 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4288557.000000 Penalty: 3142.431152
	Iteration 18Q: 3 clusters Score -4288557 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4288624.500000 Penalty: 3142.431152
	Iteration 19Q: 3 clusters Score -4288624 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4288698.500000 Penalty: 3142.431152
	Iteration 20F: 3 clusters Score -4288698 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -4288758.000000 Penalty: 3142.431152
	Iteration 21Q: 3 clusters Score -4288758 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4288801.000000 Penalty: 3142.431152
	Iteration 22Q: 3 clusters Score -4288801 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4288837.000000 Penalty: 3142.431152
	Iteration 23Q: 3 clusters Score -4288837 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4288876.500000 Penalty: 3142.431152
	Iteration 24Q: 3 clusters Score -4288876 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -4288917.000000 Penalty: 3142.431152
	Iteration 25Q: 3 clusters Score -4288917 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4288952.500000 Penalty: 3142.431152
	Iteration 26Q: 3 clusters Score -4288952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4288965.500000 Penalty: 3142.431152
	Iteration 27Q: 3 clusters Score -4288966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4288988.000000 Penalty: 3142.431152
	Iteration 28Q: 3 clusters Score -4288988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4289009.500000 Penalty: 3142.431152
	Iteration 29Q: 3 clusters Score -4289010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4289009.500000 Penalty: 3142.431152
	Iteration 30Q: 3 clusters Score -4289010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4289029.500000 Penalty: 3142.431152
	Iteration 31Q: 3 clusters Score -4289030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4289043.500000 Penalty: 3142.431152
	Iteration 32Q: 3 clusters Score -4289044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4289048.500000 Penalty: 3142.431152
	Iteration 33Q: 3 clusters Score -4289048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4289051.500000 Penalty: 3142.431152
	Iteration 34Q: 3 clusters Score -4289052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4289052.500000 Penalty: 3142.431152
	Iteration 35Q: 3 clusters Score -4289052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4289047.000000 Penalty: 3142.431152
	Iteration 36Q: 3 clusters Score -4289047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4289051.000000 Penalty: 3142.431152
	Iteration 37Q: 3 clusters Score -4289051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4289062.000000 Penalty: 3142.431152
	Iteration 38Q: 3 clusters Score -4289062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4289063.500000 Penalty: 3142.431152
	Iteration 39Q: 3 clusters Score -4289064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4289061.000000 Penalty: 3142.431152
	Iteration 40F: 3 clusters Score -4289061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4289061.500000 Penalty: 3142.431152
	Iteration 41Q: 3 clusters Score -4289062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4289060.500000 Penalty: 3142.431152
	Iteration 42Q: 3 clusters Score -4289060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4289068.000000 Penalty: 3142.431152
	Iteration 43Q: 3 clusters Score -4289068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4289076.500000 Penalty: 3142.431152
	Iteration 44Q: 3 clusters Score -4289076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4289080.000000 Penalty: 3142.431152
	Iteration 45Q: 3 clusters Score -4289080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4289084.500000 Penalty: 3142.431152
	Iteration 46Q: 3 clusters Score -4289084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4289095.500000 Penalty: 3142.431152
	Iteration 47Q: 3 clusters Score -4289096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4289091.500000 Penalty: 3142.431152
	Iteration 48Q: 3 clusters Score -4289092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4289097.500000 Penalty: 3142.431152
	Iteration 49Q: 3 clusters Score -4289098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4289103.000000 Penalty: 3142.431152
	Iteration 50Q: 3 clusters Score -4289103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4289103.000000 Penalty: 3142.431152
	Iteration 51Q: 3 clusters Score -4289103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4289103.500000 Penalty: 3142.431152
	Iteration 52Q: 3 clusters Score -4289104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4289107.000000 Penalty: 3142.431152
	Iteration 53Q: 3 clusters Score -4289107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4289115.000000 Penalty: 3142.431152
	Iteration 54Q: 3 clusters Score -4289115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4289109.500000 Penalty: 3142.431152
	Iteration 55Q: 3 clusters Score -4289110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4289115.000000 Penalty: 3142.431152
	Iteration 56Q: 3 clusters Score -4289115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4289112.500000 Penalty: 3142.431152
	Iteration 57Q: 3 clusters Score -4289112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4289117.500000 Penalty: 3142.431152
	Iteration 58Q: 3 clusters Score -4289118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4289124.000000 Penalty: 3142.431152
	Iteration 59Q: 3 clusters Score -4289124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4289123.000000 Penalty: 3142.431152
	Iteration 60F: 3 clusters Score -4289123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4289118.500000 Penalty: 3142.431152
	Iteration 61Q: 3 clusters Score -4289118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4289120.500000 Penalty: 3142.431152
	Iteration 62Q: 3 clusters Score -4289120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4289122.000000 Penalty: 3142.431152
	Iteration 63Q: 3 clusters Score -4289122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4289127.500000 Penalty: 3142.431152
	Iteration 64Q: 3 clusters Score -4289128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4289130.000000 Penalty: 3142.431152
	Iteration 65Q: 3 clusters Score -4289130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4289136.500000 Penalty: 3142.431152
	Iteration 66Q: 3 clusters Score -4289136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4289131.000000 Penalty: 3142.431152
	Iteration 67Q: 3 clusters Score -4289131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4289130.000000 Penalty: 3142.431152
	Iteration 68Q: 3 clusters Score -4289130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4289131.500000 Penalty: 3142.431152
	Iteration 69Q: 3 clusters Score -4289132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4289137.500000 Penalty: 3142.431152
	Iteration 70Q: 3 clusters Score -4289138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4289134.500000 Penalty: 3142.431152
	Iteration 71Q: 3 clusters Score -4289134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4289136.500000 Penalty: 3142.431152
	Iteration 72Q: 3 clusters Score -4289136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4289137.500000 Penalty: 3142.431152
	Iteration 73Q: 3 clusters Score -4289138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4289141.500000 Penalty: 3142.431152
	Iteration 74Q: 3 clusters Score -4289142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4289136.500000 Penalty: 3142.431152
	Iteration 75Q: 3 clusters Score -4289136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4289142.000000 Penalty: 3142.431152
	Iteration 76Q: 3 clusters Score -4289142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4289140.500000 Penalty: 3142.431152
	Iteration 77Q: 3 clusters Score -4289140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4289138.500000 Penalty: 3142.431152
	Iteration 78Q: 3 clusters Score -4289138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4289137.500000 Penalty: 3142.431152
	Iteration 79Q: 3 clusters Score -4289138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4289137.500000 Penalty: 3142.431152
	Iteration 80F: 3 clusters Score -4289138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Entering Unmasked Estep 
Score: -676522.500000 Penalty: 1287.324585
	Iteration 0F: 2 clusters Score -676522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -672413.500000 Penalty: 2574.649170
	Iteration 0F: 3 clusters Score -672413.5 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -673602.500000 Penalty: 2574.649170
	Iteration 1F: 3 clusters Score -673602.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -673832.312500 Penalty: 2574.649170
	Iteration 2F: 3 clusters Score -673832.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -673988.187500 Penalty: 2574.649170
	Iteration 3Q: 3 clusters Score -673988.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -674101.500000 Penalty: 2574.649170
	Iteration 4Q: 3 clusters Score -674101.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -674179.250000 Penalty: 2574.649170
	Iteration 5Q: 3 clusters Score -674179.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -674244.875000 Penalty: 2574.649170
	Iteration 6Q: 3 clusters Score -674244.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -674305.875000 Penalty: 2574.649170
	Iteration 7Q: 3 clusters Score -674305.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -674359.687500 Penalty: 2574.649170
	Iteration 8Q: 3 clusters Score -674359.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -674410.250000 Penalty: 2574.649170
	Iteration 9Q: 3 clusters Score -674410.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -674453.687500 Penalty: 2574.649170
	Iteration 10Q: 3 clusters Score -674453.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -674494.062500 Penalty: 2574.649170
	Iteration 11Q: 3 clusters Score -674494.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -674525.312500 Penalty: 2574.649170
	Iteration 12Q: 3 clusters Score -674525.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -674554.812500 Penalty: 2574.649170
	Iteration 13Q: 3 clusters Score -674554.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -674577.500000 Penalty: 2574.649170
	Iteration 14Q: 3 clusters Score -674577.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -674598.625000 Penalty: 2574.649170
	Iteration 15Q: 3 clusters Score -674598.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -674615.500000 Penalty: 2574.649170
	Iteration 16Q: 3 clusters Score -674615.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -674630.687500 Penalty: 2574.649170
	Iteration 17Q: 3 clusters Score -674630.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -674646.812500 Penalty: 2574.649170
	Iteration 18Q: 3 clusters Score -674646.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -674667.375000 Penalty: 2574.649170
	Iteration 19Q: 3 clusters Score -674667.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -674694.312500 Penalty: 2574.649170
	Iteration 20F: 3 clusters Score -674694.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -674713.812500 Penalty: 2574.649170
	Iteration 21Q: 3 clusters Score -674713.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -674728.062500 Penalty: 2574.649170
	Iteration 22Q: 3 clusters Score -674728.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -674743.875000 Penalty: 2574.649170
	Iteration 23Q: 3 clusters Score -674743.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -674760.500000 Penalty: 2574.649170
	Iteration 24Q: 3 clusters Score -674760.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -674782.625000 Penalty: 2574.649170
	Iteration 25Q: 3 clusters Score -674782.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -674801.500000 Penalty: 2574.649170
	Iteration 26Q: 3 clusters Score -674801.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -674823.562500 Penalty: 2574.649170
	Iteration 27Q: 3 clusters Score -674823.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -674844.125000 Penalty: 2574.649170
	Iteration 28Q: 3 clusters Score -674844.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -674869.312500 Penalty: 2574.649170
	Iteration 29Q: 3 clusters Score -674869.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -674887.375000 Penalty: 2574.649170
	Iteration 30Q: 3 clusters Score -674887.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -674904.875000 Penalty: 2574.649170
	Iteration 31Q: 3 clusters Score -674904.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -674923.000000 Penalty: 2574.649170
	Iteration 32Q: 3 clusters Score -674923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -674943.312500 Penalty: 2574.649170
	Iteration 33Q: 3 clusters Score -674943.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -674971.562500 Penalty: 2574.649170
	Iteration 34Q: 3 clusters Score -674971.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -674999.062500 Penalty: 2574.649170
	Iteration 35Q: 3 clusters Score -674999.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -675036.562500 Penalty: 2574.649170
	Iteration 36Q: 3 clusters Score -675036.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -675076.062500 Penalty: 2574.649170
	Iteration 37Q: 3 clusters Score -675076.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -675106.187500 Penalty: 2574.649170
	Iteration 38Q: 3 clusters Score -675106.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -675137.250000 Penalty: 2574.649170
	Iteration 39Q: 3 clusters Score -675137.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -675170.375000 Penalty: 2574.649170
	Iteration 40F: 3 clusters Score -675170.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -675200.250000 Penalty: 2574.649170
	Iteration 41Q: 3 clusters Score -675200.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -675228.937500 Penalty: 2574.649170
	Iteration 42Q: 3 clusters Score -675228.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -675267.062500 Penalty: 2574.649170
	Iteration 43Q: 3 clusters Score -675267.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -675301.687500 Penalty: 2574.649170
	Iteration 44Q: 3 clusters Score -675301.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -675333.375000 Penalty: 2574.649170
	Iteration 45Q: 3 clusters Score -675333.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -675355.937500 Penalty: 2574.649170
	Iteration 46Q: 3 clusters Score -675355.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -675378.437500 Penalty: 2574.649170
	Iteration 47Q: 3 clusters Score -675378.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -675401.625000 Penalty: 2574.649170
	Iteration 48Q: 3 clusters Score -675401.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -675422.062500 Penalty: 2574.649170
	Iteration 49Q: 3 clusters Score -675422.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -675440.250000 Penalty: 2574.649170
	Iteration 50Q: 3 clusters Score -675440.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -675458.812500 Penalty: 2574.649170
	Iteration 51Q: 3 clusters Score -675458.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -675476.937500 Penalty: 2574.649170
	Iteration 52Q: 3 clusters Score -675476.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -675492.500000 Penalty: 2574.649170
	Iteration 53Q: 3 clusters Score -675492.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -675509.875000 Penalty: 2574.649170
	Iteration 54Q: 3 clusters Score -675509.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -675522.937500 Penalty: 2574.649170
	Iteration 55Q: 3 clusters Score -675522.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -675527.500000 Penalty: 2574.649170
	Iteration 56Q: 3 clusters Score -675527.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -675534.687500 Penalty: 2574.649170
	Iteration 57Q: 3 clusters Score -675534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -675536.375000 Penalty: 2574.649170
	Iteration 58Q: 3 clusters Score -675536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -675538.750000 Penalty: 2574.649170
	Iteration 59Q: 3 clusters Score -675538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -675539.562500 Penalty: 2574.649170
	Iteration 60F: 3 clusters Score -675539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -675537.562500 Penalty: 2574.649170
	Iteration 61Q: 3 clusters Score -675537.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -675537.687500 Penalty: 2574.649170
	Iteration 62Q: 3 clusters Score -675537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -675539.000000 Penalty: 2574.649170
	Iteration 63Q: 3 clusters Score -675539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -675540.625000 Penalty: 2574.649170
	Iteration 64Q: 3 clusters Score -675540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -675540.187500 Penalty: 2574.649170
	Iteration 65Q: 3 clusters Score -675540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -675540.562500 Penalty: 2574.649170
	Iteration 66Q: 3 clusters Score -675540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -675542.750000 Penalty: 2574.649170
	Iteration 67Q: 3 clusters Score -675542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -675545.812500 Penalty: 2574.649170
	Iteration 68Q: 3 clusters Score -675545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -675550.062500 Penalty: 2574.649170
	Iteration 69Q: 3 clusters Score -675550.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -675555.687500 Penalty: 2574.649170
	Iteration 70Q: 3 clusters Score -675555.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -675561.187500 Penalty: 2574.649170
	Iteration 71Q: 3 clusters Score -675561.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -675565.062500 Penalty: 2574.649170
	Iteration 72Q: 3 clusters Score -675565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -675565.500000 Penalty: 2574.649170
	Iteration 73Q: 3 clusters Score -675565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -675566.750000 Penalty: 2574.649170
	Iteration 74Q: 3 clusters Score -675566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -675570.437500 Penalty: 2574.649170
	Iteration 75Q: 3 clusters Score -675570.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -675573.312500 Penalty: 2574.649170
	Iteration 76Q: 3 clusters Score -675573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -675576.062500 Penalty: 2574.649170
	Iteration 77Q: 3 clusters Score -675576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -675579.062500 Penalty: 2574.649170
	Iteration 78Q: 3 clusters Score -675579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -675579.562500 Penalty: 2574.649170
	Iteration 79Q: 3 clusters Score -675579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -675582.062500 Penalty: 2574.649170
	Iteration 80F: 3 clusters Score -675582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -675584.250000 Penalty: 2574.649170
	Iteration 81Q: 3 clusters Score -675584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -675584.625000 Penalty: 2574.649170
	Iteration 82Q: 3 clusters Score -675584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -675583.125000 Penalty: 2574.649170
	Iteration 83Q: 3 clusters Score -675583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -675586.000000 Penalty: 2574.649170
	Iteration 84Q: 3 clusters Score -675586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -675587.437500 Penalty: 2574.649170
	Iteration 85Q: 3 clusters Score -675587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -675588.750000 Penalty: 2574.649170
	Iteration 86Q: 3 clusters Score -675588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -675591.312500 Penalty: 2574.649170
	Iteration 87Q: 3 clusters Score -675591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -675591.875000 Penalty: 2574.649170
	Iteration 88Q: 3 clusters Score -675591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -675592.187500 Penalty: 2574.649170
	Iteration 89Q: 3 clusters Score -675592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -675592.187500 Penalty: 2574.649170
	Iteration 90F: 3 clusters Score -675592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Entering Unmasked Estep 
Score: -4144790.000000 Penalty: 1565.756592
	Iteration 0F: 2 clusters Score -4144790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -4120586.500000 Penalty: 3131.513184
	Iteration 0F: 3 clusters Score -4120586 nChanged 16935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4129965.750000 Penalty: 3131.513184
	Iteration 1F: 3 clusters Score -4129966 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4130502.500000 Penalty: 3131.513184
	Iteration 2Q: 3 clusters Score -4130502 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4131005.750000 Penalty: 3131.513184
	Iteration 3Q: 3 clusters Score -4131006 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4131602.500000 Penalty: 3131.513184
	Iteration 4Q: 3 clusters Score -4131602 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4132357.000000 Penalty: 3131.513184
	Iteration 5Q: 3 clusters Score -4132357 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4133315.000000 Penalty: 3131.513184
	Iteration 6F: 3 clusters Score -4133315 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4134505.500000 Penalty: 3131.513184
	Iteration 7F: 3 clusters Score -4134506 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4135810.000000 Penalty: 3131.513184
	Iteration 8F: 3 clusters Score -4135810 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -4137202.750000 Penalty: 3131.513184
	Iteration 9F: 3 clusters Score -4137203 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4138575.000000 Penalty: 3131.513184
	Iteration 10F: 3 clusters Score -4138575 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4139903.500000 Penalty: 3131.513184
	Iteration 11Q: 3 clusters Score -4139904 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4141073.750000 Penalty: 3131.513184
	Iteration 12Q: 3 clusters Score -4141074 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4141951.000000 Penalty: 3131.513184
	Iteration 13Q: 3 clusters Score -4141951 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4142521.250000 Penalty: 3131.513184
	Iteration 14Q: 3 clusters Score -4142521 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4142884.500000 Penalty: 3131.513184
	Iteration 15Q: 3 clusters Score -4142884 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4143126.500000 Penalty: 3131.513184
	Iteration 16Q: 3 clusters Score -4143126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4143278.250000 Penalty: 3131.513184
	Iteration 17Q: 3 clusters Score -4143278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4143347.250000 Penalty: 3131.513184
	Iteration 18Q: 3 clusters Score -4143347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4143386.000000 Penalty: 3131.513184
	Iteration 19Q: 3 clusters Score -4143386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4143433.750000 Penalty: 3131.513184
	Iteration 20F: 3 clusters Score -4143434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4143446.250000 Penalty: 3131.513184
	Iteration 21Q: 3 clusters Score -4143446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4143464.500000 Penalty: 3131.513184
	Iteration 22Q: 3 clusters Score -4143464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4143473.000000 Penalty: 3131.513184
	Iteration 23Q: 3 clusters Score -4143473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4143481.500000 Penalty: 3131.513184
	Iteration 24Q: 3 clusters Score -4143482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4143490.500000 Penalty: 3131.513184
	Iteration 25Q: 3 clusters Score -4143490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4143497.250000 Penalty: 3131.513184
	Iteration 26Q: 3 clusters Score -4143497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4143500.250000 Penalty: 3131.513184
	Iteration 27Q: 3 clusters Score -4143500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4143507.000000 Penalty: 3131.513184
	Iteration 28Q: 3 clusters Score -4143507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4143513.000000 Penalty: 3131.513184
	Iteration 29Q: 3 clusters Score -4143513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4143515.750000 Penalty: 3131.513184
	Iteration 30Q: 3 clusters Score -4143516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4143517.000000 Penalty: 3131.513184
	Iteration 31Q: 3 clusters Score -4143517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4143522.500000 Penalty: 3131.513184
	Iteration 32Q: 3 clusters Score -4143522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4143523.000000 Penalty: 3131.513184
	Iteration 33Q: 3 clusters Score -4143523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4143529.750000 Penalty: 3131.513184
	Iteration 34Q: 3 clusters Score -4143530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4143537.500000 Penalty: 3131.513184
	Iteration 35Q: 3 clusters Score -4143538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4143542.000000 Penalty: 3131.513184
	Iteration 36Q: 3 clusters Score -4143542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4143545.000000 Penalty: 3131.513184
	Iteration 37Q: 3 clusters Score -4143545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4143550.250000 Penalty: 3131.513184
	Iteration 38Q: 3 clusters Score -4143550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4143548.500000 Penalty: 3131.513184
	Iteration 39Q: 3 clusters Score -4143548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4143548.000000 Penalty: 3131.513184
	Iteration 40F: 3 clusters Score -4143548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4143553.000000 Penalty: 3131.513184
	Iteration 41Q: 3 clusters Score -4143553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4143550.500000 Penalty: 3131.513184
	Iteration 42Q: 3 clusters Score -4143550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4143553.750000 Penalty: 3131.513184
	Iteration 43Q: 3 clusters Score -4143554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4143553.750000 Penalty: 3131.513184
	Iteration 44F: 3 clusters Score -4143554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Entering Unmasked Estep 
Score: -2413190.750000 Penalty: 1484.566284
	Iteration 0F: 2 clusters Score -2413191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2399106.000000 Penalty: 2969.132568
	Iteration 0F: 3 clusters Score -2399106 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2404216.250000 Penalty: 2969.132568
	Iteration 1F: 3 clusters Score -2404216 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2404685.250000 Penalty: 2969.132568
	Iteration 2F: 3 clusters Score -2404685 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2405069.750000 Penalty: 2969.132568
	Iteration 3Q: 3 clusters Score -2405070 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2405413.250000 Penalty: 2969.132568
	Iteration 4Q: 3 clusters Score -2405413 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2405758.750000 Penalty: 2969.132568
	Iteration 5Q: 3 clusters Score -2405759 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2406066.000000 Penalty: 2969.132568
	Iteration 6Q: 3 clusters Score -2406066 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2406420.250000 Penalty: 2969.132568
	Iteration 7Q: 3 clusters Score -2406420 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2406755.000000 Penalty: 2969.132568
	Iteration 8Q: 3 clusters Score -2406755 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2407049.500000 Penalty: 2969.132568
	Iteration 9Q: 3 clusters Score -2407050 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2407313.000000 Penalty: 2969.132568
	Iteration 10Q: 3 clusters Score -2407313 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2407569.000000 Penalty: 2969.132568
	Iteration 11Q: 3 clusters Score -2407569 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2407840.500000 Penalty: 2969.132568
	Iteration 12Q: 3 clusters Score -2407840 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2408127.000000 Penalty: 2969.132568
	Iteration 13Q: 3 clusters Score -2408127 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2408423.750000 Penalty: 2969.132568
	Iteration 14Q: 3 clusters Score -2408424 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2408797.500000 Penalty: 2969.132568
	Iteration 15Q: 3 clusters Score -2408798 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2409204.750000 Penalty: 2969.132568
	Iteration 16Q: 3 clusters Score -2409205 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2409652.500000 Penalty: 2969.132568
	Iteration 17Q: 3 clusters Score -2409652 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2410097.500000 Penalty: 2969.132568
	Iteration 18Q: 3 clusters Score -2410098 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2410567.250000 Penalty: 2969.132568
	Iteration 19Q: 3 clusters Score -2410567 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2410967.000000 Penalty: 2969.132568
	Iteration 20F: 3 clusters Score -2410967 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2411265.500000 Penalty: 2969.132568
	Iteration 21Q: 3 clusters Score -2411266 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2411501.250000 Penalty: 2969.132568
	Iteration 22Q: 3 clusters Score -2411501 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2411663.250000 Penalty: 2969.132568
	Iteration 23Q: 3 clusters Score -2411663 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2411763.250000 Penalty: 2969.132568
	Iteration 24Q: 3 clusters Score -2411763 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2411832.250000 Penalty: 2969.132568
	Iteration 25Q: 3 clusters Score -2411832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2411891.000000 Penalty: 2969.132568
	Iteration 26Q: 3 clusters Score -2411891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2411933.750000 Penalty: 2969.132568
	Iteration 27Q: 3 clusters Score -2411934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2411964.750000 Penalty: 2969.132568
	Iteration 28Q: 3 clusters Score -2411965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2411992.250000 Penalty: 2969.132568
	Iteration 29Q: 3 clusters Score -2411992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2412015.000000 Penalty: 2969.132568
	Iteration 30Q: 3 clusters Score -2412015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2412027.750000 Penalty: 2969.132568
	Iteration 31Q: 3 clusters Score -2412028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2412034.750000 Penalty: 2969.132568
	Iteration 32Q: 3 clusters Score -2412035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2412040.250000 Penalty: 2969.132568
	Iteration 33Q: 3 clusters Score -2412040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2412044.000000 Penalty: 2969.132568
	Iteration 34Q: 3 clusters Score -2412044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2412042.750000 Penalty: 2969.132568
	Iteration 35Q: 3 clusters Score -2412043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2412042.750000 Penalty: 2969.132568
	Iteration 36F: 3 clusters Score -2412043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (92311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Entering Unmasked Estep 
Score: -10211793.000000 Penalty: 1701.218262
	Iteration 0F: 2 clusters Score -1.021179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -10151058.000000 Penalty: 3402.436523
	Iteration 0F: 3 clusters Score -1.015106e+07 nChanged 43603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -10176470.000000 Penalty: 3402.436523
	Iteration 1F: 3 clusters Score -1.017647e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -10177591.000000 Penalty: 3402.436523
	Iteration 2Q: 3 clusters Score -1.017759e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -10178952.000000 Penalty: 3402.436523
	Iteration 3Q: 3 clusters Score -1.017895e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -10180679.000000 Penalty: 3402.436523
	Iteration 4Q: 3 clusters Score -1.018068e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -10183116.000000 Penalty: 3402.436523
	Iteration 5F: 3 clusters Score -1.018312e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -10186507.000000 Penalty: 3402.436523
	Iteration 6F: 3 clusters Score -1.018651e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -10190991.000000 Penalty: 3402.436523
	Iteration 7F: 3 clusters Score -1.019099e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -10196066.000000 Penalty: 3402.436523
	Iteration 8F: 3 clusters Score -1.019607e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -10201204.000000 Penalty: 3402.436523
	Iteration 9F: 3 clusters Score -1.02012e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -10205335.000000 Penalty: 3402.436523
	Iteration 10F: 3 clusters Score -1.020534e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -10207898.000000 Penalty: 3402.436523
	Iteration 11Q: 3 clusters Score -1.02079e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10209200.000000 Penalty: 3402.436523
	Iteration 12Q: 3 clusters Score -1.02092e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10209779.000000 Penalty: 3402.436523
	Iteration 13Q: 3 clusters Score -1.020978e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10210050.000000 Penalty: 3402.436523
	Iteration 14Q: 3 clusters Score -1.021005e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10210193.000000 Penalty: 3402.436523
	Iteration 15Q: 3 clusters Score -1.021019e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10210301.000000 Penalty: 3402.436523
	Iteration 16Q: 3 clusters Score -1.02103e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10210339.000000 Penalty: 3402.436523
	Iteration 17Q: 3 clusters Score -1.021034e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10210393.000000 Penalty: 3402.436523
	Iteration 18Q: 3 clusters Score -1.021039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10210397.000000 Penalty: 3402.436523
	Iteration 19Q: 3 clusters Score -1.02104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91833 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10210416.000000 Penalty: 3402.436523
	Iteration 20F: 3 clusters Score -1.021042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10210434.000000 Penalty: 3402.436523
	Iteration 21Q: 3 clusters Score -1.021043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10210433.000000 Penalty: 3402.436523
	Iteration 22Q: 3 clusters Score -1.021043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91849 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -10210442.000000 Penalty: 3402.436523
	Iteration 23Q: 3 clusters Score -1.021044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10210446.000000 Penalty: 3402.436523
	Iteration 24Q: 3 clusters Score -1.021045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10210443.000000 Penalty: 3402.436523
	Iteration 25Q: 3 clusters Score -1.021044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10210443.000000 Penalty: 3402.436523
	Iteration 26F: 3 clusters Score -1.021044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Entering Unmasked Estep 
Score: -2474152.500000 Penalty: 1488.644043
	Iteration 0F: 2 clusters Score -2474152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2459659.500000 Penalty: 2977.288086
	Iteration 0F: 3 clusters Score -2459660 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2465168.500000 Penalty: 2977.288086
	Iteration 1F: 3 clusters Score -2465168 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2465586.000000 Penalty: 2977.288086
	Iteration 2F: 3 clusters Score -2465586 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2465917.250000 Penalty: 2977.288086
	Iteration 3Q: 3 clusters Score -2465917 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2466259.000000 Penalty: 2977.288086
	Iteration 4Q: 3 clusters Score -2466259 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2466702.750000 Penalty: 2977.288086
	Iteration 5Q: 3 clusters Score -2466703 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2467319.750000 Penalty: 2977.288086
	Iteration 6F: 3 clusters Score -2467320 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2468162.500000 Penalty: 2977.288086
	Iteration 7F: 3 clusters Score -2468162 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2469149.000000 Penalty: 2977.288086
	Iteration 8F: 3 clusters Score -2469149 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2470116.250000 Penalty: 2977.288086
	Iteration 9F: 3 clusters Score -2470116 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2470999.000000 Penalty: 2977.288086
	Iteration 10F: 3 clusters Score -2470999 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2471663.000000 Penalty: 2977.288086
	Iteration 11Q: 3 clusters Score -2471663 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2472163.500000 Penalty: 2977.288086
	Iteration 12Q: 3 clusters Score -2472164 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2472530.000000 Penalty: 2977.288086
	Iteration 13Q: 3 clusters Score -2472530 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2472754.250000 Penalty: 2977.288086
	Iteration 14Q: 3 clusters Score -2472754 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2472885.250000 Penalty: 2977.288086
	Iteration 15Q: 3 clusters Score -2472885 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2472965.750000 Penalty: 2977.288086
	Iteration 16Q: 3 clusters Score -2472966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2473019.250000 Penalty: 2977.288086
	Iteration 17Q: 3 clusters Score -2473019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2473060.000000 Penalty: 2977.288086
	Iteration 18Q: 3 clusters Score -2473060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2473085.000000 Penalty: 2977.288086
	Iteration 19Q: 3 clusters Score -2473085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2473101.750000 Penalty: 2977.288086
	Iteration 20F: 3 clusters Score -2473102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2473103.000000 Penalty: 2977.288086
	Iteration 21Q: 3 clusters Score -2473103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2473114.500000 Penalty: 2977.288086
	Iteration 22Q: 3 clusters Score -2473114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2473127.250000 Penalty: 2977.288086
	Iteration 23Q: 3 clusters Score -2473127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2473138.000000 Penalty: 2977.288086
	Iteration 24Q: 3 clusters Score -2473138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2473143.750000 Penalty: 2977.288086
	Iteration 25Q: 3 clusters Score -2473144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2473153.000000 Penalty: 2977.288086
	Iteration 26Q: 3 clusters Score -2473153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2473154.000000 Penalty: 2977.288086
	Iteration 27Q: 3 clusters Score -2473154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2473152.250000 Penalty: 2977.288086
	Iteration 28Q: 3 clusters Score -2473152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2473155.250000 Penalty: 2977.288086
	Iteration 29Q: 3 clusters Score -2473155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2473162.500000 Penalty: 2977.288086
	Iteration 30Q: 3 clusters Score -2473162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2473163.500000 Penalty: 2977.288086
	Iteration 31Q: 3 clusters Score -2473164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2473163.000000 Penalty: 2977.288086
	Iteration 32Q: 3 clusters Score -2473163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2473165.750000 Penalty: 2977.288086
	Iteration 33Q: 3 clusters Score -2473166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2473165.750000 Penalty: 2977.288086
	Iteration 34F: 3 clusters Score -2473166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Entering Unmasked Estep 
Score: -2143349.000000 Penalty: 1467.308716
	Iteration 0F: 2 clusters Score -2143349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2130830.500000 Penalty: 2934.617432
	Iteration 0F: 3 clusters Score -2130830 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2135238.750000 Penalty: 2934.617432
	Iteration 1F: 3 clusters Score -2135239 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2135630.500000 Penalty: 2934.617432
	Iteration 2F: 3 clusters Score -2135630 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2135990.500000 Penalty: 2934.617432
	Iteration 3Q: 3 clusters Score -2135990 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2136359.000000 Penalty: 2934.617432
	Iteration 4Q: 3 clusters Score -2136359 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2136763.000000 Penalty: 2934.617432
	Iteration 5Q: 3 clusters Score -2136763 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2137180.250000 Penalty: 2934.617432
	Iteration 6Q: 3 clusters Score -2137180 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2137608.000000 Penalty: 2934.617432
	Iteration 7Q: 3 clusters Score -2137608 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2138042.500000 Penalty: 2934.617432
	Iteration 8Q: 3 clusters Score -2138042 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2138435.000000 Penalty: 2934.617432
	Iteration 9Q: 3 clusters Score -2138435 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2138805.250000 Penalty: 2934.617432
	Iteration 10Q: 3 clusters Score -2138805 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2139169.500000 Penalty: 2934.617432
	Iteration 11Q: 3 clusters Score -2139170 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2139533.000000 Penalty: 2934.617432
	Iteration 12Q: 3 clusters Score -2139533 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2139873.500000 Penalty: 2934.617432
	Iteration 13Q: 3 clusters Score -2139874 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2140194.250000 Penalty: 2934.617432
	Iteration 14Q: 3 clusters Score -2140194 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2140507.000000 Penalty: 2934.617432
	Iteration 15Q: 3 clusters Score -2140507 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2140810.000000 Penalty: 2934.617432
	Iteration 16Q: 3 clusters Score -2140810 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2141102.750000 Penalty: 2934.617432
	Iteration 17Q: 3 clusters Score -2141103 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2141356.000000 Penalty: 2934.617432
	Iteration 18Q: 3 clusters Score -2141356 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2141545.000000 Penalty: 2934.617432
	Iteration 19Q: 3 clusters Score -2141545 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2141704.000000 Penalty: 2934.617432
	Iteration 20F: 3 clusters Score -2141704 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2141808.250000 Penalty: 2934.617432
	Iteration 21Q: 3 clusters Score -2141808 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2141891.250000 Penalty: 2934.617432
	Iteration 22Q: 3 clusters Score -2141891 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2141956.000000 Penalty: 2934.617432
	Iteration 23Q: 3 clusters Score -2141956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2142007.750000 Penalty: 2934.617432
	Iteration 24Q: 3 clusters Score -2142008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2142045.750000 Penalty: 2934.617432
	Iteration 25Q: 3 clusters Score -2142046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2142071.000000 Penalty: 2934.617432
	Iteration 26Q: 3 clusters Score -2142071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2142094.750000 Penalty: 2934.617432
	Iteration 27Q: 3 clusters Score -2142095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2142116.250000 Penalty: 2934.617432
	Iteration 28Q: 3 clusters Score -2142116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2142129.500000 Penalty: 2934.617432
	Iteration 29Q: 3 clusters Score -2142130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2142137.750000 Penalty: 2934.617432
	Iteration 30Q: 3 clusters Score -2142138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2142153.500000 Penalty: 2934.617432
	Iteration 31Q: 3 clusters Score -2142154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2142163.250000 Penalty: 2934.617432
	Iteration 32Q: 3 clusters Score -2142163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2142167.250000 Penalty: 2934.617432
	Iteration 33Q: 3 clusters Score -2142167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2142167.250000 Penalty: 2934.617432
	Iteration 34Q: 3 clusters Score -2142167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2142172.250000 Penalty: 2934.617432
	Iteration 35Q: 3 clusters Score -2142172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2142180.500000 Penalty: 2934.617432
	Iteration 36Q: 3 clusters Score -2142180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2142185.250000 Penalty: 2934.617432
	Iteration 37Q: 3 clusters Score -2142185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2142185.250000 Penalty: 2934.617432
	Iteration 38Q: 3 clusters Score -2142185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2142186.500000 Penalty: 2934.617432
	Iteration 39Q: 3 clusters Score -2142186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2142195.000000 Penalty: 2934.617432
	Iteration 40F: 3 clusters Score -2142195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2142196.500000 Penalty: 2934.617432
	Iteration 41Q: 3 clusters Score -2142196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2142197.500000 Penalty: 2934.617432
	Iteration 42Q: 3 clusters Score -2142198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2142200.750000 Penalty: 2934.617432
	Iteration 43Q: 3 clusters Score -2142201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2142204.500000 Penalty: 2934.617432
	Iteration 44Q: 3 clusters Score -2142204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2142208.500000 Penalty: 2934.617432
	Iteration 45Q: 3 clusters Score -2142208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2142213.250000 Penalty: 2934.617432
	Iteration 46Q: 3 clusters Score -2142213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2142213.500000 Penalty: 2934.617432
	Iteration 47Q: 3 clusters Score -2142214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2142213.500000 Penalty: 2934.617432
	Iteration 48F: 3 clusters Score -2142214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Entering Unmasked Estep 
Score: -319316.187500 Penalty: 1193.269531
	Iteration 0F: 2 clusters Score -319316.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -316892.343750 Penalty: 2386.539062
	Iteration 0F: 3 clusters Score -316892.3 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -317650.343750 Penalty: 2386.539062
	Iteration 1F: 3 clusters Score -317650.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -317848.625000 Penalty: 2386.539062
	Iteration 2F: 3 clusters Score -317848.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -317954.812500 Penalty: 2386.539062
	Iteration 3Q: 3 clusters Score -317954.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -318035.593750 Penalty: 2386.539062
	Iteration 4Q: 3 clusters Score -318035.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -318082.437500 Penalty: 2386.539062
	Iteration 5Q: 3 clusters Score -318082.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -318115.968750 Penalty: 2386.539062
	Iteration 6Q: 3 clusters Score -318116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -318140.312500 Penalty: 2386.539062
	Iteration 7Q: 3 clusters Score -318140.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -318159.062500 Penalty: 2386.539062
	Iteration 8Q: 3 clusters Score -318159.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -318177.406250 Penalty: 2386.539062
	Iteration 9Q: 3 clusters Score -318177.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -318189.531250 Penalty: 2386.539062
	Iteration 10Q: 3 clusters Score -318189.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -318206.437500 Penalty: 2386.539062
	Iteration 11Q: 3 clusters Score -318206.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -318221.625000 Penalty: 2386.539062
	Iteration 12Q: 3 clusters Score -318221.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -318237.750000 Penalty: 2386.539062
	Iteration 13Q: 3 clusters Score -318237.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -318256.312500 Penalty: 2386.539062
	Iteration 14Q: 3 clusters Score -318256.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -318274.531250 Penalty: 2386.539062
	Iteration 15Q: 3 clusters Score -318274.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -318287.000000 Penalty: 2386.539062
	Iteration 16Q: 3 clusters Score -318287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -318297.687500 Penalty: 2386.539062
	Iteration 17Q: 3 clusters Score -318297.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -318310.031250 Penalty: 2386.539062
	Iteration 18Q: 3 clusters Score -318310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -318321.156250 Penalty: 2386.539062
	Iteration 19Q: 3 clusters Score -318321.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -318331.375000 Penalty: 2386.539062
	Iteration 20F: 3 clusters Score -318331.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -318337.656250 Penalty: 2386.539062
	Iteration 21Q: 3 clusters Score -318337.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -318343.312500 Penalty: 2386.539062
	Iteration 22Q: 3 clusters Score -318343.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -318349.125000 Penalty: 2386.539062
	Iteration 23Q: 3 clusters Score -318349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -318354.625000 Penalty: 2386.539062
	Iteration 24Q: 3 clusters Score -318354.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -318359.437500 Penalty: 2386.539062
	Iteration 25Q: 3 clusters Score -318359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -318362.000000 Penalty: 2386.539062
	Iteration 26Q: 3 clusters Score -318362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -318365.468750 Penalty: 2386.539062
	Iteration 27Q: 3 clusters Score -318365.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -318367.687500 Penalty: 2386.539062
	Iteration 28Q: 3 clusters Score -318367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -318369.968750 Penalty: 2386.539062
	Iteration 29Q: 3 clusters Score -318370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -318377.781250 Penalty: 2386.539062
	Iteration 30Q: 3 clusters Score -318377.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -318385.281250 Penalty: 2386.539062
	Iteration 31Q: 3 clusters Score -318385.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -318392.656250 Penalty: 2386.539062
	Iteration 32Q: 3 clusters Score -318392.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -318401.250000 Penalty: 2386.539062
	Iteration 33Q: 3 clusters Score -318401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -318408.437500 Penalty: 2386.539062
	Iteration 34Q: 3 clusters Score -318408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -318414.343750 Penalty: 2386.539062
	Iteration 35Q: 3 clusters Score -318414.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -318420.687500 Penalty: 2386.539062
	Iteration 36Q: 3 clusters Score -318420.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -318431.843750 Penalty: 2386.539062
	Iteration 37Q: 3 clusters Score -318431.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -318438.000000 Penalty: 2386.539062
	Iteration 38Q: 3 clusters Score -318438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -318439.812500 Penalty: 2386.539062
	Iteration 39Q: 3 clusters Score -318439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -318440.312500 Penalty: 2386.539062
	Iteration 40F: 3 clusters Score -318440.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -318441.500000 Penalty: 2386.539062
	Iteration 41Q: 3 clusters Score -318441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -318441.718750 Penalty: 2386.539062
	Iteration 42Q: 3 clusters Score -318441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -318442.218750 Penalty: 2386.539062
	Iteration 43Q: 3 clusters Score -318442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -318444.062500 Penalty: 2386.539062
	Iteration 44Q: 3 clusters Score -318444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -318446.062500 Penalty: 2386.539062
	Iteration 45Q: 3 clusters Score -318446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -318447.312500 Penalty: 2386.539062
	Iteration 46Q: 3 clusters Score -318447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -318450.281250 Penalty: 2386.539062
	Iteration 47Q: 3 clusters Score -318450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -318453.750000 Penalty: 2386.539062
	Iteration 48Q: 3 clusters Score -318453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -318458.437500 Penalty: 2386.539062
	Iteration 49Q: 3 clusters Score -318458.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -318462.937500 Penalty: 2386.539062
	Iteration 50Q: 3 clusters Score -318462.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -318467.500000 Penalty: 2386.539062
	Iteration 51Q: 3 clusters Score -318467.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -318471.687500 Penalty: 2386.539062
	Iteration 52Q: 3 clusters Score -318471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -318473.875000 Penalty: 2386.539062
	Iteration 53Q: 3 clusters Score -318473.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -318482.750000 Penalty: 2386.539062
	Iteration 54Q: 3 clusters Score -318482.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -318490.625000 Penalty: 2386.539062
	Iteration 55Q: 3 clusters Score -318490.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -318496.375000 Penalty: 2386.539062
	Iteration 56Q: 3 clusters Score -318496.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -318499.656250 Penalty: 2386.539062
	Iteration 57Q: 3 clusters Score -318499.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -318501.906250 Penalty: 2386.539062
	Iteration 58Q: 3 clusters Score -318501.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -318503.125000 Penalty: 2386.539062
	Iteration 59Q: 3 clusters Score -318503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -318505.156250 Penalty: 2386.539062
	Iteration 60F: 3 clusters Score -318505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -318507.062500 Penalty: 2386.539062
	Iteration 61Q: 3 clusters Score -318507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -318510.656250 Penalty: 2386.539062
	Iteration 62Q: 3 clusters Score -318510.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -318516.156250 Penalty: 2386.539062
	Iteration 63Q: 3 clusters Score -318516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -318517.593750 Penalty: 2386.539062
	Iteration 64Q: 3 clusters Score -318517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -318520.125000 Penalty: 2386.539062
	Iteration 65Q: 3 clusters Score -318520.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -318520.875000 Penalty: 2386.539062
	Iteration 66Q: 3 clusters Score -318520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -318523.750000 Penalty: 2386.539062
	Iteration 67Q: 3 clusters Score -318523.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -318527.125000 Penalty: 2386.539062
	Iteration 68Q: 3 clusters Score -318527.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -318529.312500 Penalty: 2386.539062
	Iteration 69Q: 3 clusters Score -318529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -318533.500000 Penalty: 2386.539062
	Iteration 70Q: 3 clusters Score -318533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -318537.000000 Penalty: 2386.539062
	Iteration 71Q: 3 clusters Score -318537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -318538.125000 Penalty: 2386.539062
	Iteration 72Q: 3 clusters Score -318538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -318540.281250 Penalty: 2386.539062
	Iteration 73Q: 3 clusters Score -318540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -318542.531250 Penalty: 2386.539062
	Iteration 74Q: 3 clusters Score -318542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -318545.000000 Penalty: 2386.539062
	Iteration 75Q: 3 clusters Score -318545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -318547.437500 Penalty: 2386.539062
	Iteration 76Q: 3 clusters Score -318547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -318547.250000 Penalty: 2386.539062
	Iteration 77Q: 3 clusters Score -318547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -318547.250000 Penalty: 2386.539062
	Iteration 78F: 3 clusters Score -318547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Entering Unmasked Estep 
Score: -2007073.750000 Penalty: 1458.209106
	Iteration 0F: 2 clusters Score -2007074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1995199.750000 Penalty: 2916.418213
	Iteration 0F: 3 clusters Score -1995200 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1999375.750000 Penalty: 2916.418213
	Iteration 1F: 3 clusters Score -1999376 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1999746.750000 Penalty: 2916.418213
	Iteration 2F: 3 clusters Score -1999747 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2000021.375000 Penalty: 2916.418213
	Iteration 3Q: 3 clusters Score -2000021 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2000242.000000 Penalty: 2916.418213
	Iteration 4Q: 3 clusters Score -2000242 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2000429.125000 Penalty: 2916.418213
	Iteration 5Q: 3 clusters Score -2000429 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2000630.000000 Penalty: 2916.418213
	Iteration 6Q: 3 clusters Score -2000630 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2000836.875000 Penalty: 2916.418213
	Iteration 7Q: 3 clusters Score -2000837 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2001053.250000 Penalty: 2916.418213
	Iteration 8Q: 3 clusters Score -2001053 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2001318.375000 Penalty: 2916.418213
	Iteration 9Q: 3 clusters Score -2001318 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2001609.750000 Penalty: 2916.418213
	Iteration 10Q: 3 clusters Score -2001610 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2002007.250000 Penalty: 2916.418213
	Iteration 11Q: 3 clusters Score -2002007 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2002505.875000 Penalty: 2916.418213
	Iteration 12Q: 3 clusters Score -2002506 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2003108.000000 Penalty: 2916.418213
	Iteration 13F: 3 clusters Score -2003108 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2003819.000000 Penalty: 2916.418213
	Iteration 14F: 3 clusters Score -2003819 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2004541.000000 Penalty: 2916.418213
	Iteration 15Q: 3 clusters Score -2004541 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2005063.000000 Penalty: 2916.418213
	Iteration 16Q: 3 clusters Score -2005063 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2005413.625000 Penalty: 2916.418213
	Iteration 17Q: 3 clusters Score -2005414 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2005613.500000 Penalty: 2916.418213
	Iteration 18Q: 3 clusters Score -2005614 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2005729.750000 Penalty: 2916.418213
	Iteration 19Q: 3 clusters Score -2005730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2005799.125000 Penalty: 2916.418213
	Iteration 20F: 3 clusters Score -2005799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2005839.000000 Penalty: 2916.418213
	Iteration 21Q: 3 clusters Score -2005839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2005865.375000 Penalty: 2916.418213
	Iteration 22Q: 3 clusters Score -2005865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2005884.125000 Penalty: 2916.418213
	Iteration 23Q: 3 clusters Score -2005884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2005899.500000 Penalty: 2916.418213
	Iteration 24Q: 3 clusters Score -2005900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2005905.875000 Penalty: 2916.418213
	Iteration 25Q: 3 clusters Score -2005906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2005921.125000 Penalty: 2916.418213
	Iteration 26Q: 3 clusters Score -2005921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2005924.750000 Penalty: 2916.418213
	Iteration 27Q: 3 clusters Score -2005925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2005930.750000 Penalty: 2916.418213
	Iteration 28Q: 3 clusters Score -2005931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2005930.750000 Penalty: 2916.418213
	Iteration 29F: 3 clusters Score -2005931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -421856.718750 Penalty: 1238.263794
	Iteration 0F: 2 clusters Score -421856.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -418737.250000 Penalty: 2476.527588
	Iteration 0F: 3 clusters Score -418737.2 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -419595.937500 Penalty: 2476.527588
	Iteration 1F: 3 clusters Score -419595.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -419767.218750 Penalty: 2476.527588
	Iteration 2F: 3 clusters Score -419767.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -419856.500000 Penalty: 2476.527588
	Iteration 3Q: 3 clusters Score -419856.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -419909.406250 Penalty: 2476.527588
	Iteration 4Q: 3 clusters Score -419909.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -419942.562500 Penalty: 2476.527588
	Iteration 5Q: 3 clusters Score -419942.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -419966.781250 Penalty: 2476.527588
	Iteration 6Q: 3 clusters Score -419966.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -419987.093750 Penalty: 2476.527588
	Iteration 7Q: 3 clusters Score -419987.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -420014.625000 Penalty: 2476.527588
	Iteration 8Q: 3 clusters Score -420014.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -420040.750000 Penalty: 2476.527588
	Iteration 9Q: 3 clusters Score -420040.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -420064.156250 Penalty: 2476.527588
	Iteration 10Q: 3 clusters Score -420064.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -420088.750000 Penalty: 2476.527588
	Iteration 11Q: 3 clusters Score -420088.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -420112.281250 Penalty: 2476.527588
	Iteration 12Q: 3 clusters Score -420112.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -420143.562500 Penalty: 2476.527588
	Iteration 13Q: 3 clusters Score -420143.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -420172.187500 Penalty: 2476.527588
	Iteration 14Q: 3 clusters Score -420172.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -420196.906250 Penalty: 2476.527588
	Iteration 15Q: 3 clusters Score -420196.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -420214.093750 Penalty: 2476.527588
	Iteration 16Q: 3 clusters Score -420214.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -420228.843750 Penalty: 2476.527588
	Iteration 17Q: 3 clusters Score -420228.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -420241.843750 Penalty: 2476.527588
	Iteration 18Q: 3 clusters Score -420241.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -420253.750000 Penalty: 2476.527588
	Iteration 19Q: 3 clusters Score -420253.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -420263.187500 Penalty: 2476.527588
	Iteration 20F: 3 clusters Score -420263.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -420271.156250 Penalty: 2476.527588
	Iteration 21Q: 3 clusters Score -420271.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -420283.000000 Penalty: 2476.527588
	Iteration 22Q: 3 clusters Score -420283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -420297.937500 Penalty: 2476.527588
	Iteration 23Q: 3 clusters Score -420297.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -420308.968750 Penalty: 2476.527588
	Iteration 24Q: 3 clusters Score -420309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -420318.843750 Penalty: 2476.527588
	Iteration 25Q: 3 clusters Score -420318.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -420329.125000 Penalty: 2476.527588
	Iteration 26Q: 3 clusters Score -420329.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -420336.593750 Penalty: 2476.527588
	Iteration 27Q: 3 clusters Score -420336.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -420346.562500 Penalty: 2476.527588
	Iteration 28Q: 3 clusters Score -420346.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -420358.812500 Penalty: 2476.527588
	Iteration 29Q: 3 clusters Score -420358.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -420374.875000 Penalty: 2476.527588
	Iteration 30Q: 3 clusters Score -420374.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -420386.031250 Penalty: 2476.527588
	Iteration 31Q: 3 clusters Score -420386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -420400.750000 Penalty: 2476.527588
	Iteration 32Q: 3 clusters Score -420400.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -420421.375000 Penalty: 2476.527588
	Iteration 33Q: 3 clusters Score -420421.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -420438.250000 Penalty: 2476.527588
	Iteration 34Q: 3 clusters Score -420438.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -420454.843750 Penalty: 2476.527588
	Iteration 35Q: 3 clusters Score -420454.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -420467.281250 Penalty: 2476.527588
	Iteration 36Q: 3 clusters Score -420467.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -420483.406250 Penalty: 2476.527588
	Iteration 37Q: 3 clusters Score -420483.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -420491.968750 Penalty: 2476.527588
	Iteration 38Q: 3 clusters Score -420492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -420497.562500 Penalty: 2476.527588
	Iteration 39Q: 3 clusters Score -420497.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -420502.281250 Penalty: 2476.527588
	Iteration 40F: 3 clusters Score -420502.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -420505.187500 Penalty: 2476.527588
	Iteration 41Q: 3 clusters Score -420505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -420509.500000 Penalty: 2476.527588
	Iteration 42Q: 3 clusters Score -420509.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -420512.718750 Penalty: 2476.527588
	Iteration 43Q: 3 clusters Score -420512.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -420515.937500 Penalty: 2476.527588
	Iteration 44Q: 3 clusters Score -420515.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -420520.031250 Penalty: 2476.527588
	Iteration 45Q: 3 clusters Score -420520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -420525.781250 Penalty: 2476.527588
	Iteration 46Q: 3 clusters Score -420525.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -420530.906250 Penalty: 2476.527588
	Iteration 47Q: 3 clusters Score -420530.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -420537.218750 Penalty: 2476.527588
	Iteration 48Q: 3 clusters Score -420537.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -420539.906250 Penalty: 2476.527588
	Iteration 49Q: 3 clusters Score -420539.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -420542.468750 Penalty: 2476.527588
	Iteration 50Q: 3 clusters Score -420542.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -420547.750000 Penalty: 2476.527588
	Iteration 51Q: 3 clusters Score -420547.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -420551.437500 Penalty: 2476.527588
	Iteration 52Q: 3 clusters Score -420551.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -420553.468750 Penalty: 2476.527588
	Iteration 53Q: 3 clusters Score -420553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -420554.843750 Penalty: 2476.527588
	Iteration 54Q: 3 clusters Score -420554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -420555.968750 Penalty: 2476.527588
	Iteration 55Q: 3 clusters Score -420556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -420557.656250 Penalty: 2476.527588
	Iteration 56Q: 3 clusters Score -420557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -420558.687500 Penalty: 2476.527588
	Iteration 57Q: 3 clusters Score -420558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -420560.343750 Penalty: 2476.527588
	Iteration 58Q: 3 clusters Score -420560.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -420565.156250 Penalty: 2476.527588
	Iteration 59Q: 3 clusters Score -420565.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -420570.156250 Penalty: 2476.527588
	Iteration 60F: 3 clusters Score -420570.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -420575.562500 Penalty: 2476.527588
	Iteration 61Q: 3 clusters Score -420575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -420581.687500 Penalty: 2476.527588
	Iteration 62Q: 3 clusters Score -420581.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -420588.000000 Penalty: 2476.527588
	Iteration 63Q: 3 clusters Score -420588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -420592.968750 Penalty: 2476.527588
	Iteration 64Q: 3 clusters Score -420593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -420598.593750 Penalty: 2476.527588
	Iteration 65Q: 3 clusters Score -420598.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -420602.312500 Penalty: 2476.527588
	Iteration 66Q: 3 clusters Score -420602.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -420606.593750 Penalty: 2476.527588
	Iteration 67Q: 3 clusters Score -420606.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -420610.156250 Penalty: 2476.527588
	Iteration 68Q: 3 clusters Score -420610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -420611.468750 Penalty: 2476.527588
	Iteration 69Q: 3 clusters Score -420611.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -420612.156250 Penalty: 2476.527588
	Iteration 70Q: 3 clusters Score -420612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -420612.750000 Penalty: 2476.527588
	Iteration 71Q: 3 clusters Score -420612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -420614.000000 Penalty: 2476.527588
	Iteration 72Q: 3 clusters Score -420614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -420614.312500 Penalty: 2476.527588
	Iteration 73Q: 3 clusters Score -420614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -420615.312500 Penalty: 2476.527588
	Iteration 74Q: 3 clusters Score -420615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -420616.031250 Penalty: 2476.527588
	Iteration 75Q: 3 clusters Score -420616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -420616.031250 Penalty: 2476.527588
	Iteration 76F: 3 clusters Score -420616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -188164.140625 Penalty: 1110.120972
	Iteration 0F: 2 clusters Score -188164.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186435.343750 Penalty: 2220.241943
	Iteration 0F: 3 clusters Score -186435.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -186899.453125 Penalty: 2220.241943
	Iteration 1F: 3 clusters Score -186899.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -187025.093750 Penalty: 2220.241943
	Iteration 2F: 3 clusters Score -187025.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -187084.484375 Penalty: 2220.241943
	Iteration 3Q: 3 clusters Score -187084.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -187117.921875 Penalty: 2220.241943
	Iteration 4Q: 3 clusters Score -187117.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -187141.234375 Penalty: 2220.241943
	Iteration 5Q: 3 clusters Score -187141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -187157.875000 Penalty: 2220.241943
	Iteration 6Q: 3 clusters Score -187157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -187172.609375 Penalty: 2220.241943
	Iteration 7Q: 3 clusters Score -187172.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -187180.312500 Penalty: 2220.241943
	Iteration 8Q: 3 clusters Score -187180.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -187184.062500 Penalty: 2220.241943
	Iteration 9Q: 3 clusters Score -187184.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -187189.156250 Penalty: 2220.241943
	Iteration 10Q: 3 clusters Score -187189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -187191.250000 Penalty: 2220.241943
	Iteration 11Q: 3 clusters Score -187191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -187192.031250 Penalty: 2220.241943
	Iteration 12Q: 3 clusters Score -187192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -187192.640625 Penalty: 2220.241943
	Iteration 13Q: 3 clusters Score -187192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -187192.640625 Penalty: 2220.241943
	Iteration 14F: 3 clusters Score -187192.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Entering Unmasked Estep 
Score: -2574617.500000 Penalty: 1495.074707
	Iteration 0F: 2 clusters Score -2574618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2559590.000000 Penalty: 2990.149414
	Iteration 0F: 3 clusters Score -2559590 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2565073.500000 Penalty: 2990.149414
	Iteration 1F: 3 clusters Score -2565074 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2565466.500000 Penalty: 2990.149414
	Iteration 2Q: 3 clusters Score -2565466 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2565773.000000 Penalty: 2990.149414
	Iteration 3Q: 3 clusters Score -2565773 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2566052.000000 Penalty: 2990.149414
	Iteration 4Q: 3 clusters Score -2566052 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2566401.750000 Penalty: 2990.149414
	Iteration 5Q: 3 clusters Score -2566402 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2566774.000000 Penalty: 2990.149414
	Iteration 6Q: 3 clusters Score -2566774 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2567203.750000 Penalty: 2990.149414
	Iteration 7Q: 3 clusters Score -2567204 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2567658.750000 Penalty: 2990.149414
	Iteration 8Q: 3 clusters Score -2567659 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2568166.250000 Penalty: 2990.149414
	Iteration 9Q: 3 clusters Score -2568166 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2568719.500000 Penalty: 2990.149414
	Iteration 10Q: 3 clusters Score -2568720 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2569223.250000 Penalty: 2990.149414
	Iteration 11Q: 3 clusters Score -2569223 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2569720.750000 Penalty: 2990.149414
	Iteration 12Q: 3 clusters Score -2569721 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2570182.000000 Penalty: 2990.149414
	Iteration 13Q: 3 clusters Score -2570182 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2570678.250000 Penalty: 2990.149414
	Iteration 14Q: 3 clusters Score -2570678 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2571125.750000 Penalty: 2990.149414
	Iteration 15Q: 3 clusters Score -2571126 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2571565.000000 Penalty: 2990.149414
	Iteration 16Q: 3 clusters Score -2571565 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2571960.500000 Penalty: 2990.149414
	Iteration 17Q: 3 clusters Score -2571960 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2572347.000000 Penalty: 2990.149414
	Iteration 18Q: 3 clusters Score -2572347 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2572664.250000 Penalty: 2990.149414
	Iteration 19Q: 3 clusters Score -2572664 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2572921.750000 Penalty: 2990.149414
	Iteration 20F: 3 clusters Score -2572922 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2573113.750000 Penalty: 2990.149414
	Iteration 21Q: 3 clusters Score -2573114 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2573276.250000 Penalty: 2990.149414
	Iteration 22Q: 3 clusters Score -2573276 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2573405.000000 Penalty: 2990.149414
	Iteration 23Q: 3 clusters Score -2573405 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2573467.000000 Penalty: 2990.149414
	Iteration 24Q: 3 clusters Score -2573467 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2573524.000000 Penalty: 2990.149414
	Iteration 25Q: 3 clusters Score -2573524 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2573581.250000 Penalty: 2990.149414
	Iteration 26Q: 3 clusters Score -2573581 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2573626.000000 Penalty: 2990.149414
	Iteration 27Q: 3 clusters Score -2573626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2573665.500000 Penalty: 2990.149414
	Iteration 28Q: 3 clusters Score -2573666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2573688.000000 Penalty: 2990.149414
	Iteration 29Q: 3 clusters Score -2573688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2573709.750000 Penalty: 2990.149414
	Iteration 30Q: 3 clusters Score -2573710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2573734.250000 Penalty: 2990.149414
	Iteration 31Q: 3 clusters Score -2573734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2573745.250000 Penalty: 2990.149414
	Iteration 32Q: 3 clusters Score -2573745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2573755.500000 Penalty: 2990.149414
	Iteration 33Q: 3 clusters Score -2573756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2573761.750000 Penalty: 2990.149414
	Iteration 34Q: 3 clusters Score -2573762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2573768.250000 Penalty: 2990.149414
	Iteration 35Q: 3 clusters Score -2573768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2573774.000000 Penalty: 2990.149414
	Iteration 36Q: 3 clusters Score -2573774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2573783.500000 Penalty: 2990.149414
	Iteration 37Q: 3 clusters Score -2573784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2573788.000000 Penalty: 2990.149414
	Iteration 38Q: 3 clusters Score -2573788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2573785.500000 Penalty: 2990.149414
	Iteration 39Q: 3 clusters Score -2573786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2573790.000000 Penalty: 2990.149414
	Iteration 40F: 3 clusters Score -2573790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2573791.750000 Penalty: 2990.149414
	Iteration 41Q: 3 clusters Score -2573792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2573796.500000 Penalty: 2990.149414
	Iteration 42Q: 3 clusters Score -2573796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2573797.000000 Penalty: 2990.149414
	Iteration 43Q: 3 clusters Score -2573797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2573795.750000 Penalty: 2990.149414
	Iteration 44Q: 3 clusters Score -2573796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2573798.750000 Penalty: 2990.149414
	Iteration 45Q: 3 clusters Score -2573799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2573808.750000 Penalty: 2990.149414
	Iteration 46Q: 3 clusters Score -2573809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2573807.500000 Penalty: 2990.149414
	Iteration 47Q: 3 clusters Score -2573808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2573807.750000 Penalty: 2990.149414
	Iteration 48Q: 3 clusters Score -2573808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2573807.000000 Penalty: 2990.149414
	Iteration 49Q: 3 clusters Score -2573807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2573807.000000 Penalty: 2990.149414
	Iteration 50F: 3 clusters Score -2573807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Entering Unmasked Estep 
Score: -1689698.875000 Penalty: 1431.702393
	Iteration 0F: 2 clusters Score -1689699 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 7456 members 
Entering Unmasked Estep 
Score: -1679872.250000 Penalty: 2863.404785
	Iteration 0F: 3 clusters Score -1679872 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1683250.625000 Penalty: 2863.404785
	Iteration 1F: 3 clusters Score -1683251 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1683708.000000 Penalty: 2863.404785
	Iteration 2F: 3 clusters Score -1683708 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1684132.250000 Penalty: 2863.404785
	Iteration 3F: 3 clusters Score -1684132 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1684560.125000 Penalty: 2863.404785
	Iteration 4F: 3 clusters Score -1684560 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1684960.000000 Penalty: 2863.404785
	Iteration 5F: 3 clusters Score -1684960 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1685353.625000 Penalty: 2863.404785
	Iteration 6Q: 3 clusters Score -1685354 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1685676.375000 Penalty: 2863.404785
	Iteration 7Q: 3 clusters Score -1685676 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1685950.250000 Penalty: 2863.404785
	Iteration 8Q: 3 clusters Score -1685950 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1686149.750000 Penalty: 2863.404785
	Iteration 9Q: 3 clusters Score -1686150 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1686278.250000 Penalty: 2863.404785
	Iteration 10Q: 3 clusters Score -1686278 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1686381.875000 Penalty: 2863.404785
	Iteration 11Q: 3 clusters Score -1686382 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1686460.375000 Penalty: 2863.404785
	Iteration 12Q: 3 clusters Score -1686460 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1686516.000000 Penalty: 2863.404785
	Iteration 13Q: 3 clusters Score -1686516 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1686556.625000 Penalty: 2863.404785
	Iteration 14Q: 3 clusters Score -1686557 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1686589.000000 Penalty: 2863.404785
	Iteration 15Q: 3 clusters Score -1686589 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1686612.500000 Penalty: 2863.404785
	Iteration 16Q: 3 clusters Score -1686612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1686625.750000 Penalty: 2863.404785
	Iteration 17Q: 3 clusters Score -1686626 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1686645.500000 Penalty: 2863.404785
	Iteration 18Q: 3 clusters Score -1686646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1686657.125000 Penalty: 2863.404785
	Iteration 19Q: 3 clusters Score -1686657 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1686669.000000 Penalty: 2863.404785
	Iteration 20F: 3 clusters Score -1686669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1686678.625000 Penalty: 2863.404785
	Iteration 21Q: 3 clusters Score -1686679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1686681.125000 Penalty: 2863.404785
	Iteration 22Q: 3 clusters Score -1686681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1686695.875000 Penalty: 2863.404785
	Iteration 23Q: 3 clusters Score -1686696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1686698.875000 Penalty: 2863.404785
	Iteration 24Q: 3 clusters Score -1686699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1686696.250000 Penalty: 2863.404785
	Iteration 25Q: 3 clusters Score -1686696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1686700.250000 Penalty: 2863.404785
	Iteration 26Q: 3 clusters Score -1686700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1686710.750000 Penalty: 2863.404785
	Iteration 27Q: 3 clusters Score -1686711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1686705.500000 Penalty: 2863.404785
	Iteration 28Q: 3 clusters Score -1686706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1686709.750000 Penalty: 2863.404785
	Iteration 29Q: 3 clusters Score -1686710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1686707.375000 Penalty: 2863.404785
	Iteration 30Q: 3 clusters Score -1686707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1686704.750000 Penalty: 2863.404785
	Iteration 31Q: 3 clusters Score -1686705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1686708.125000 Penalty: 2863.404785
	Iteration 32Q: 3 clusters Score -1686708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1686707.625000 Penalty: 2863.404785
	Iteration 33Q: 3 clusters Score -1686708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1686710.000000 Penalty: 2863.404785
	Iteration 34Q: 3 clusters Score -1686710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1686708.250000 Penalty: 2863.404785
	Iteration 35Q: 3 clusters Score -1686708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1686711.125000 Penalty: 2863.404785
	Iteration 36Q: 3 clusters Score -1686711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1686712.750000 Penalty: 2863.404785
	Iteration 37Q: 3 clusters Score -1686713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1686713.125000 Penalty: 2863.404785
	Iteration 38Q: 3 clusters Score -1686713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1686714.250000 Penalty: 2863.404785
	Iteration 39Q: 3 clusters Score -1686714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1686712.125000 Penalty: 2863.404785
	Iteration 40F: 3 clusters Score -1686712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1686710.750000 Penalty: 2863.404785
	Iteration 41Q: 3 clusters Score -1686711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1686709.625000 Penalty: 2863.404785
	Iteration 42Q: 3 clusters Score -1686710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1686708.625000 Penalty: 2863.404785
	Iteration 43Q: 3 clusters Score -1686709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1686708.750000 Penalty: 2863.404785
	Iteration 44Q: 3 clusters Score -1686709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1686708.625000 Penalty: 2863.404785
	Iteration 45Q: 3 clusters Score -1686709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1686706.750000 Penalty: 2863.404785
	Iteration 46Q: 3 clusters Score -1686707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1686708.000000 Penalty: 2863.404785
	Iteration 47Q: 3 clusters Score -1686708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1686708.750000 Penalty: 2863.404785
	Iteration 48Q: 3 clusters Score -1686709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1686714.000000 Penalty: 2863.404785
	Iteration 49Q: 3 clusters Score -1686714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1686713.125000 Penalty: 2863.404785
	Iteration 50Q: 3 clusters Score -1686713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1686714.000000 Penalty: 2863.404785
	Iteration 51Q: 3 clusters Score -1686714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1686712.875000 Penalty: 2863.404785
	Iteration 52Q: 3 clusters Score -1686713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1686717.375000 Penalty: 2863.404785
	Iteration 53Q: 3 clusters Score -1686717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1686718.125000 Penalty: 2863.404785
	Iteration 54Q: 3 clusters Score -1686718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1686719.500000 Penalty: 2863.404785
	Iteration 55Q: 3 clusters Score -1686720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1686721.250000 Penalty: 2863.404785
	Iteration 56Q: 3 clusters Score -1686721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1686720.000000 Penalty: 2863.404785
	Iteration 57Q: 3 clusters Score -1686720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1686718.375000 Penalty: 2863.404785
	Iteration 58Q: 3 clusters Score -1686718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1686715.875000 Penalty: 2863.404785
	Iteration 59Q: 3 clusters Score -1686716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1686718.625000 Penalty: 2863.404785
	Iteration 60F: 3 clusters Score -1686719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1686718.125000 Penalty: 2863.404785
	Iteration 61Q: 3 clusters Score -1686718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1686719.250000 Penalty: 2863.404785
	Iteration 62Q: 3 clusters Score -1686719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1686716.750000 Penalty: 2863.404785
	Iteration 63Q: 3 clusters Score -1686717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1686719.375000 Penalty: 2863.404785
	Iteration 64Q: 3 clusters Score -1686719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1686720.625000 Penalty: 2863.404785
	Iteration 65Q: 3 clusters Score -1686721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1686720.750000 Penalty: 2863.404785
	Iteration 66Q: 3 clusters Score -1686721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1686720.750000 Penalty: 2863.404785
	Iteration 67F: 3 clusters Score -1686721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Entering Unmasked Estep 
Score: -2733284.250000 Penalty: 1503.258423
	Iteration 0F: 2 clusters Score -2733284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2717348.750000 Penalty: 3006.516846
	Iteration 0F: 3 clusters Score -2717349 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2723306.500000 Penalty: 3006.516846
	Iteration 1F: 3 clusters Score -2723306 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2723722.500000 Penalty: 3006.516846
	Iteration 2Q: 3 clusters Score -2723722 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2724063.500000 Penalty: 3006.516846
	Iteration 3Q: 3 clusters Score -2724064 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2724339.500000 Penalty: 3006.516846
	Iteration 4Q: 3 clusters Score -2724340 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2724585.250000 Penalty: 3006.516846
	Iteration 5Q: 3 clusters Score -2724585 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2724833.250000 Penalty: 3006.516846
	Iteration 6Q: 3 clusters Score -2724833 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2725001.250000 Penalty: 3006.516846
	Iteration 7Q: 3 clusters Score -2725001 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2725165.000000 Penalty: 3006.516846
	Iteration 8Q: 3 clusters Score -2725165 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2725354.750000 Penalty: 3006.516846
	Iteration 9Q: 3 clusters Score -2725355 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2725540.000000 Penalty: 3006.516846
	Iteration 10Q: 3 clusters Score -2725540 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2725774.000000 Penalty: 3006.516846
	Iteration 11Q: 3 clusters Score -2725774 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2726008.500000 Penalty: 3006.516846
	Iteration 12Q: 3 clusters Score -2726008 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2726265.500000 Penalty: 3006.516846
	Iteration 13Q: 3 clusters Score -2726266 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2726547.000000 Penalty: 3006.516846
	Iteration 14Q: 3 clusters Score -2726547 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2726779.250000 Penalty: 3006.516846
	Iteration 15Q: 3 clusters Score -2726779 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2727017.750000 Penalty: 3006.516846
	Iteration 16Q: 3 clusters Score -2727018 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2727224.750000 Penalty: 3006.516846
	Iteration 17Q: 3 clusters Score -2727225 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2727424.000000 Penalty: 3006.516846
	Iteration 18Q: 3 clusters Score -2727424 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2727619.250000 Penalty: 3006.516846
	Iteration 19Q: 3 clusters Score -2727619 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2727769.500000 Penalty: 3006.516846
	Iteration 20F: 3 clusters Score -2727770 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2727929.000000 Penalty: 3006.516846
	Iteration 21Q: 3 clusters Score -2727929 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2728101.500000 Penalty: 3006.516846
	Iteration 22Q: 3 clusters Score -2728102 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2728302.500000 Penalty: 3006.516846
	Iteration 23Q: 3 clusters Score -2728302 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2728588.250000 Penalty: 3006.516846
	Iteration 24Q: 3 clusters Score -2728588 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2728901.250000 Penalty: 3006.516846
	Iteration 25Q: 3 clusters Score -2728901 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2729272.750000 Penalty: 3006.516846
	Iteration 26Q: 3 clusters Score -2729273 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2729597.000000 Penalty: 3006.516846
	Iteration 27Q: 3 clusters Score -2729597 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2729887.750000 Penalty: 3006.516846
	Iteration 28Q: 3 clusters Score -2729888 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2730098.500000 Penalty: 3006.516846
	Iteration 29Q: 3 clusters Score -2730098 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2730236.000000 Penalty: 3006.516846
	Iteration 30Q: 3 clusters Score -2730236 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2730347.250000 Penalty: 3006.516846
	Iteration 31Q: 3 clusters Score -2730347 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2730450.500000 Penalty: 3006.516846
	Iteration 32Q: 3 clusters Score -2730450 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2730536.250000 Penalty: 3006.516846
	Iteration 33Q: 3 clusters Score -2730536 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2730630.500000 Penalty: 3006.516846
	Iteration 34Q: 3 clusters Score -2730630 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2730697.500000 Penalty: 3006.516846
	Iteration 35Q: 3 clusters Score -2730698 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2730781.250000 Penalty: 3006.516846
	Iteration 36Q: 3 clusters Score -2730781 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2730853.000000 Penalty: 3006.516846
	Iteration 37Q: 3 clusters Score -2730853 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2730927.000000 Penalty: 3006.516846
	Iteration 38Q: 3 clusters Score -2730927 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2730975.250000 Penalty: 3006.516846
	Iteration 39Q: 3 clusters Score -2730975 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2731023.750000 Penalty: 3006.516846
	Iteration 40F: 3 clusters Score -2731024 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2731075.750000 Penalty: 3006.516846
	Iteration 41Q: 3 clusters Score -2731076 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2731116.250000 Penalty: 3006.516846
	Iteration 42Q: 3 clusters Score -2731116 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2731156.500000 Penalty: 3006.516846
	Iteration 43Q: 3 clusters Score -2731156 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2731211.000000 Penalty: 3006.516846
	Iteration 44Q: 3 clusters Score -2731211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2731260.250000 Penalty: 3006.516846
	Iteration 45Q: 3 clusters Score -2731260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2731303.250000 Penalty: 3006.516846
	Iteration 46Q: 3 clusters Score -2731303 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2731340.500000 Penalty: 3006.516846
	Iteration 47Q: 3 clusters Score -2731340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2731371.750000 Penalty: 3006.516846
	Iteration 48Q: 3 clusters Score -2731372 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2731423.750000 Penalty: 3006.516846
	Iteration 49Q: 3 clusters Score -2731424 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2731476.750000 Penalty: 3006.516846
	Iteration 50Q: 3 clusters Score -2731477 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2731513.500000 Penalty: 3006.516846
	Iteration 51Q: 3 clusters Score -2731514 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2731561.000000 Penalty: 3006.516846
	Iteration 52Q: 3 clusters Score -2731561 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2731594.000000 Penalty: 3006.516846
	Iteration 53Q: 3 clusters Score -2731594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2731628.750000 Penalty: 3006.516846
	Iteration 54Q: 3 clusters Score -2731629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2731671.250000 Penalty: 3006.516846
	Iteration 55Q: 3 clusters Score -2731671 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2731688.000000 Penalty: 3006.516846
	Iteration 56Q: 3 clusters Score -2731688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2731713.500000 Penalty: 3006.516846
	Iteration 57Q: 3 clusters Score -2731714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2731743.000000 Penalty: 3006.516846
	Iteration 58Q: 3 clusters Score -2731743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2731771.500000 Penalty: 3006.516846
	Iteration 59Q: 3 clusters Score -2731772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2731792.750000 Penalty: 3006.516846
	Iteration 60F: 3 clusters Score -2731793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2731804.250000 Penalty: 3006.516846
	Iteration 61Q: 3 clusters Score -2731804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2731810.750000 Penalty: 3006.516846
	Iteration 62Q: 3 clusters Score -2731811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2731813.250000 Penalty: 3006.516846
	Iteration 63Q: 3 clusters Score -2731813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2731836.250000 Penalty: 3006.516846
	Iteration 64Q: 3 clusters Score -2731836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2731849.750000 Penalty: 3006.516846
	Iteration 65Q: 3 clusters Score -2731850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2731850.750000 Penalty: 3006.516846
	Iteration 66Q: 3 clusters Score -2731851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2731870.500000 Penalty: 3006.516846
	Iteration 67Q: 3 clusters Score -2731870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2731880.500000 Penalty: 3006.516846
	Iteration 68Q: 3 clusters Score -2731880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2731889.250000 Penalty: 3006.516846
	Iteration 69Q: 3 clusters Score -2731889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2731899.500000 Penalty: 3006.516846
	Iteration 70Q: 3 clusters Score -2731900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2731902.250000 Penalty: 3006.516846
	Iteration 71Q: 3 clusters Score -2731902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2731909.000000 Penalty: 3006.516846
	Iteration 72Q: 3 clusters Score -2731909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2731915.500000 Penalty: 3006.516846
	Iteration 73Q: 3 clusters Score -2731916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2731916.000000 Penalty: 3006.516846
	Iteration 74Q: 3 clusters Score -2731916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2731919.500000 Penalty: 3006.516846
	Iteration 75Q: 3 clusters Score -2731920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2731924.750000 Penalty: 3006.516846
	Iteration 76Q: 3 clusters Score -2731925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2731923.750000 Penalty: 3006.516846
	Iteration 77Q: 3 clusters Score -2731924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2731924.250000 Penalty: 3006.516846
	Iteration 78Q: 3 clusters Score -2731924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2731925.250000 Penalty: 3006.516846
	Iteration 79Q: 3 clusters Score -2731925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2731923.500000 Penalty: 3006.516846
	Iteration 80F: 3 clusters Score -2731924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2731925.750000 Penalty: 3006.516846
	Iteration 81Q: 3 clusters Score -2731926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2731923.500000 Penalty: 3006.516846
	Iteration 82Q: 3 clusters Score -2731924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2731925.500000 Penalty: 3006.516846
	Iteration 83Q: 3 clusters Score -2731926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2731928.250000 Penalty: 3006.516846
	Iteration 84Q: 3 clusters Score -2731928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2731929.500000 Penalty: 3006.516846
	Iteration 85Q: 3 clusters Score -2731930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2731929.500000 Penalty: 3006.516846
	Iteration 86F: 3 clusters Score -2731930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -299333.718750 Penalty: 1182.193237
	Iteration 0F: 2 clusters Score -299333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -296957.656250 Penalty: 2364.386475
	Iteration 0F: 3 clusters Score -296957.7 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -297621.875000 Penalty: 2364.386475
	Iteration 1F: 3 clusters Score -297621.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -297758.125000 Penalty: 2364.386475
	Iteration 2F: 3 clusters Score -297758.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -297842.406250 Penalty: 2364.386475
	Iteration 3Q: 3 clusters Score -297842.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -297908.500000 Penalty: 2364.386475
	Iteration 4Q: 3 clusters Score -297908.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -297953.812500 Penalty: 2364.386475
	Iteration 5Q: 3 clusters Score -297953.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -297990.625000 Penalty: 2364.386475
	Iteration 6Q: 3 clusters Score -297990.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -298027.281250 Penalty: 2364.386475
	Iteration 7Q: 3 clusters Score -298027.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -298060.937500 Penalty: 2364.386475
	Iteration 8Q: 3 clusters Score -298060.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -298086.000000 Penalty: 2364.386475
	Iteration 9Q: 3 clusters Score -298086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -298109.406250 Penalty: 2364.386475
	Iteration 10Q: 3 clusters Score -298109.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -298128.000000 Penalty: 2364.386475
	Iteration 11Q: 3 clusters Score -298128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -298141.875000 Penalty: 2364.386475
	Iteration 12Q: 3 clusters Score -298141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -298152.000000 Penalty: 2364.386475
	Iteration 13Q: 3 clusters Score -298152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -298162.375000 Penalty: 2364.386475
	Iteration 14Q: 3 clusters Score -298162.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -298172.000000 Penalty: 2364.386475
	Iteration 15Q: 3 clusters Score -298172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -298183.093750 Penalty: 2364.386475
	Iteration 16Q: 3 clusters Score -298183.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -298190.000000 Penalty: 2364.386475
	Iteration 17Q: 3 clusters Score -298190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -298200.718750 Penalty: 2364.386475
	Iteration 18Q: 3 clusters Score -298200.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -298210.687500 Penalty: 2364.386475
	Iteration 19Q: 3 clusters Score -298210.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -298218.187500 Penalty: 2364.386475
	Iteration 20F: 3 clusters Score -298218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -298220.406250 Penalty: 2364.386475
	Iteration 21Q: 3 clusters Score -298220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -298227.125000 Penalty: 2364.386475
	Iteration 22Q: 3 clusters Score -298227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -298230.781250 Penalty: 2364.386475
	Iteration 23Q: 3 clusters Score -298230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -298235.531250 Penalty: 2364.386475
	Iteration 24Q: 3 clusters Score -298235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -298239.000000 Penalty: 2364.386475
	Iteration 25Q: 3 clusters Score -298239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -298242.125000 Penalty: 2364.386475
	Iteration 26Q: 3 clusters Score -298242.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -298248.375000 Penalty: 2364.386475
	Iteration 27Q: 3 clusters Score -298248.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -298252.531250 Penalty: 2364.386475
	Iteration 28Q: 3 clusters Score -298252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -298257.437500 Penalty: 2364.386475
	Iteration 29Q: 3 clusters Score -298257.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -298264.218750 Penalty: 2364.386475
	Iteration 30Q: 3 clusters Score -298264.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -298269.468750 Penalty: 2364.386475
	Iteration 31Q: 3 clusters Score -298269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -298272.406250 Penalty: 2364.386475
	Iteration 32Q: 3 clusters Score -298272.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -298274.218750 Penalty: 2364.386475
	Iteration 33Q: 3 clusters Score -298274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -298275.375000 Penalty: 2364.386475
	Iteration 34Q: 3 clusters Score -298275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -298278.031250 Penalty: 2364.386475
	Iteration 35Q: 3 clusters Score -298278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -298279.812500 Penalty: 2364.386475
	Iteration 36Q: 3 clusters Score -298279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -298280.375000 Penalty: 2364.386475
	Iteration 37Q: 3 clusters Score -298280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -298280.937500 Penalty: 2364.386475
	Iteration 38Q: 3 clusters Score -298280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -298281.625000 Penalty: 2364.386475
	Iteration 39Q: 3 clusters Score -298281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -298281.625000 Penalty: 2364.386475
	Iteration 40F: 3 clusters Score -298281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Entering Unmasked Estep 
Score: -1357240.500000 Penalty: 1402.519287
	Iteration 0F: 2 clusters Score -1357240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1348940.250000 Penalty: 2805.038574
	Iteration 0F: 3 clusters Score -1348940 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1351701.500000 Penalty: 2805.038574
	Iteration 1F: 3 clusters Score -1351702 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1352023.250000 Penalty: 2805.038574
	Iteration 2F: 3 clusters Score -1352023 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1352242.250000 Penalty: 2805.038574
	Iteration 3Q: 3 clusters Score -1352242 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1352410.500000 Penalty: 2805.038574
	Iteration 4Q: 3 clusters Score -1352410 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1352540.375000 Penalty: 2805.038574
	Iteration 5Q: 3 clusters Score -1352540 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1352631.250000 Penalty: 2805.038574
	Iteration 6Q: 3 clusters Score -1352631 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1352715.625000 Penalty: 2805.038574
	Iteration 7Q: 3 clusters Score -1352716 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1352818.875000 Penalty: 2805.038574
	Iteration 8Q: 3 clusters Score -1352819 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1352933.000000 Penalty: 2805.038574
	Iteration 9Q: 3 clusters Score -1352933 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1353065.625000 Penalty: 2805.038574
	Iteration 10Q: 3 clusters Score -1353066 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1353212.750000 Penalty: 2805.038574
	Iteration 11Q: 3 clusters Score -1353213 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1353365.125000 Penalty: 2805.038574
	Iteration 12Q: 3 clusters Score -1353365 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1353527.750000 Penalty: 2805.038574
	Iteration 13Q: 3 clusters Score -1353528 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1353687.750000 Penalty: 2805.038574
	Iteration 14Q: 3 clusters Score -1353688 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1353855.875000 Penalty: 2805.038574
	Iteration 15Q: 3 clusters Score -1353856 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1354023.250000 Penalty: 2805.038574
	Iteration 16Q: 3 clusters Score -1354023 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1354186.500000 Penalty: 2805.038574
	Iteration 17Q: 3 clusters Score -1354186 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1354296.875000 Penalty: 2805.038574
	Iteration 18Q: 3 clusters Score -1354297 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1354410.500000 Penalty: 2805.038574
	Iteration 19Q: 3 clusters Score -1354410 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1354511.875000 Penalty: 2805.038574
	Iteration 20F: 3 clusters Score -1354512 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1354602.500000 Penalty: 2805.038574
	Iteration 21Q: 3 clusters Score -1354602 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1354694.125000 Penalty: 2805.038574
	Iteration 22Q: 3 clusters Score -1354694 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1354770.750000 Penalty: 2805.038574
	Iteration 23Q: 3 clusters Score -1354771 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1354848.500000 Penalty: 2805.038574
	Iteration 24Q: 3 clusters Score -1354848 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1354929.250000 Penalty: 2805.038574
	Iteration 25Q: 3 clusters Score -1354929 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1354989.875000 Penalty: 2805.038574
	Iteration 26Q: 3 clusters Score -1354990 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1355060.750000 Penalty: 2805.038574
	Iteration 27Q: 3 clusters Score -1355061 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1355115.625000 Penalty: 2805.038574
	Iteration 28Q: 3 clusters Score -1355116 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1355167.375000 Penalty: 2805.038574
	Iteration 29Q: 3 clusters Score -1355167 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1355223.625000 Penalty: 2805.038574
	Iteration 30Q: 3 clusters Score -1355224 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1355275.875000 Penalty: 2805.038574
	Iteration 31Q: 3 clusters Score -1355276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1355327.125000 Penalty: 2805.038574
	Iteration 32Q: 3 clusters Score -1355327 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1355380.875000 Penalty: 2805.038574
	Iteration 33Q: 3 clusters Score -1355381 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1355430.000000 Penalty: 2805.038574
	Iteration 34Q: 3 clusters Score -1355430 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1355478.000000 Penalty: 2805.038574
	Iteration 35Q: 3 clusters Score -1355478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1355514.500000 Penalty: 2805.038574
	Iteration 36Q: 3 clusters Score -1355514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1355545.875000 Penalty: 2805.038574
	Iteration 37Q: 3 clusters Score -1355546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1355575.875000 Penalty: 2805.038574
	Iteration 38Q: 3 clusters Score -1355576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1355612.500000 Penalty: 2805.038574
	Iteration 39Q: 3 clusters Score -1355612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1355648.500000 Penalty: 2805.038574
	Iteration 40F: 3 clusters Score -1355648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1355676.375000 Penalty: 2805.038574
	Iteration 41Q: 3 clusters Score -1355676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1355701.000000 Penalty: 2805.038574
	Iteration 42Q: 3 clusters Score -1355701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1355724.500000 Penalty: 2805.038574
	Iteration 43Q: 3 clusters Score -1355724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1355739.500000 Penalty: 2805.038574
	Iteration 44Q: 3 clusters Score -1355740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1355761.750000 Penalty: 2805.038574
	Iteration 45Q: 3 clusters Score -1355762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1355793.625000 Penalty: 2805.038574
	Iteration 46Q: 3 clusters Score -1355794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1355810.375000 Penalty: 2805.038574
	Iteration 47Q: 3 clusters Score -1355810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1355833.375000 Penalty: 2805.038574
	Iteration 48Q: 3 clusters Score -1355833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1355857.125000 Penalty: 2805.038574
	Iteration 49Q: 3 clusters Score -1355857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1355882.000000 Penalty: 2805.038574
	Iteration 50Q: 3 clusters Score -1355882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1355900.125000 Penalty: 2805.038574
	Iteration 51Q: 3 clusters Score -1355900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1355921.500000 Penalty: 2805.038574
	Iteration 52Q: 3 clusters Score -1355922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1355938.375000 Penalty: 2805.038574
	Iteration 53Q: 3 clusters Score -1355938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1355952.000000 Penalty: 2805.038574
	Iteration 54Q: 3 clusters Score -1355952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1355973.875000 Penalty: 2805.038574
	Iteration 55Q: 3 clusters Score -1355974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1355992.000000 Penalty: 2805.038574
	Iteration 56Q: 3 clusters Score -1355992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1356002.000000 Penalty: 2805.038574
	Iteration 57Q: 3 clusters Score -1356002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1356019.375000 Penalty: 2805.038574
	Iteration 58Q: 3 clusters Score -1356019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1356024.500000 Penalty: 2805.038574
	Iteration 59Q: 3 clusters Score -1356024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1356031.000000 Penalty: 2805.038574
	Iteration 60F: 3 clusters Score -1356031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1356036.250000 Penalty: 2805.038574
	Iteration 61Q: 3 clusters Score -1356036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1356043.000000 Penalty: 2805.038574
	Iteration 62Q: 3 clusters Score -1356043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1356047.875000 Penalty: 2805.038574
	Iteration 63Q: 3 clusters Score -1356048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1356053.375000 Penalty: 2805.038574
	Iteration 64Q: 3 clusters Score -1356053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1356060.875000 Penalty: 2805.038574
	Iteration 65Q: 3 clusters Score -1356061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1356065.375000 Penalty: 2805.038574
	Iteration 66Q: 3 clusters Score -1356065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1356072.000000 Penalty: 2805.038574
	Iteration 67Q: 3 clusters Score -1356072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1356074.875000 Penalty: 2805.038574
	Iteration 68Q: 3 clusters Score -1356075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1356078.375000 Penalty: 2805.038574
	Iteration 69Q: 3 clusters Score -1356078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1356080.500000 Penalty: 2805.038574
	Iteration 70Q: 3 clusters Score -1356080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1356080.750000 Penalty: 2805.038574
	Iteration 71Q: 3 clusters Score -1356081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1356083.750000 Penalty: 2805.038574
	Iteration 72Q: 3 clusters Score -1356084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1356086.125000 Penalty: 2805.038574
	Iteration 73Q: 3 clusters Score -1356086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1356087.875000 Penalty: 2805.038574
	Iteration 74Q: 3 clusters Score -1356088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1356087.750000 Penalty: 2805.038574
	Iteration 75Q: 3 clusters Score -1356088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1356086.375000 Penalty: 2805.038574
	Iteration 76Q: 3 clusters Score -1356086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1356088.000000 Penalty: 2805.038574
	Iteration 77Q: 3 clusters Score -1356088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1356089.625000 Penalty: 2805.038574
	Iteration 78Q: 3 clusters Score -1356090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1356090.250000 Penalty: 2805.038574
	Iteration 79Q: 3 clusters Score -1356090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1356091.500000 Penalty: 2805.038574
	Iteration 80F: 3 clusters Score -1356092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1356095.875000 Penalty: 2805.038574
	Iteration 81Q: 3 clusters Score -1356096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1356100.750000 Penalty: 2805.038574
	Iteration 82Q: 3 clusters Score -1356101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1356105.375000 Penalty: 2805.038574
	Iteration 83Q: 3 clusters Score -1356105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1356102.500000 Penalty: 2805.038574
	Iteration 84Q: 3 clusters Score -1356102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1356102.500000 Penalty: 2805.038574
	Iteration 85Q: 3 clusters Score -1356102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1356102.875000 Penalty: 2805.038574
	Iteration 86Q: 3 clusters Score -1356103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1356103.750000 Penalty: 2805.038574
	Iteration 87Q: 3 clusters Score -1356104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1356104.625000 Penalty: 2805.038574
	Iteration 88Q: 3 clusters Score -1356105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1356107.125000 Penalty: 2805.038574
	Iteration 89Q: 3 clusters Score -1356107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1356105.500000 Penalty: 2805.038574
	Iteration 90Q: 3 clusters Score -1356106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1356105.500000 Penalty: 2805.038574
	Iteration 91F: 3 clusters Score -1356106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -154275.125000 Penalty: 1089.589600
	Iteration 0F: 2 clusters Score -154275.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -152723.015625 Penalty: 2179.179199
	Iteration 0F: 3 clusters Score -152723 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -153139.453125 Penalty: 2179.179199
	Iteration 1F: 3 clusters Score -153139.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -153306.093750 Penalty: 2179.179199
	Iteration 2F: 3 clusters Score -153306.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -153421.625000 Penalty: 2179.179199
	Iteration 3F: 3 clusters Score -153421.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -153504.187500 Penalty: 2179.179199
	Iteration 4Q: 3 clusters Score -153504.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -153567.281250 Penalty: 2179.179199
	Iteration 5Q: 3 clusters Score -153567.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -153614.125000 Penalty: 2179.179199
	Iteration 6Q: 3 clusters Score -153614.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -153646.687500 Penalty: 2179.179199
	Iteration 7Q: 3 clusters Score -153646.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -153669.640625 Penalty: 2179.179199
	Iteration 8Q: 3 clusters Score -153669.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -153681.546875 Penalty: 2179.179199
	Iteration 9Q: 3 clusters Score -153681.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -153686.421875 Penalty: 2179.179199
	Iteration 10Q: 3 clusters Score -153686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -153690.484375 Penalty: 2179.179199
	Iteration 11Q: 3 clusters Score -153690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -153694.687500 Penalty: 2179.179199
	Iteration 12Q: 3 clusters Score -153694.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -153698.718750 Penalty: 2179.179199
	Iteration 13Q: 3 clusters Score -153698.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -153703.359375 Penalty: 2179.179199
	Iteration 14Q: 3 clusters Score -153703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -153705.906250 Penalty: 2179.179199
	Iteration 15Q: 3 clusters Score -153705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -153708.781250 Penalty: 2179.179199
	Iteration 16Q: 3 clusters Score -153708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -153712.312500 Penalty: 2179.179199
	Iteration 17Q: 3 clusters Score -153712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -153717.171875 Penalty: 2179.179199
	Iteration 18Q: 3 clusters Score -153717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -153721.937500 Penalty: 2179.179199
	Iteration 19Q: 3 clusters Score -153721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -153727.515625 Penalty: 2179.179199
	Iteration 20F: 3 clusters Score -153727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -153733.625000 Penalty: 2179.179199
	Iteration 21Q: 3 clusters Score -153733.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -153740.593750 Penalty: 2179.179199
	Iteration 22Q: 3 clusters Score -153740.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153753.015625 Penalty: 2179.179199
	Iteration 23Q: 3 clusters Score -153753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -153765.703125 Penalty: 2179.179199
	Iteration 24Q: 3 clusters Score -153765.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -153771.640625 Penalty: 2179.179199
	Iteration 25Q: 3 clusters Score -153771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -153778.187500 Penalty: 2179.179199
	Iteration 26Q: 3 clusters Score -153778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -153794.890625 Penalty: 2179.179199
	Iteration 27Q: 3 clusters Score -153794.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -153831.625000 Penalty: 2179.179199
	Iteration 28Q: 3 clusters Score -153831.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -153859.953125 Penalty: 2179.179199
	Iteration 29Q: 3 clusters Score -153860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -153881.718750 Penalty: 2179.179199
	Iteration 30Q: 3 clusters Score -153881.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -153898.343750 Penalty: 2179.179199
	Iteration 31Q: 3 clusters Score -153898.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -153909.984375 Penalty: 2179.179199
	Iteration 32Q: 3 clusters Score -153910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153917.687500 Penalty: 2179.179199
	Iteration 33Q: 3 clusters Score -153917.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153921.406250 Penalty: 2179.179199
	Iteration 34Q: 3 clusters Score -153921.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -153927.281250 Penalty: 2179.179199
	Iteration 35Q: 3 clusters Score -153927.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153933.781250 Penalty: 2179.179199
	Iteration 36Q: 3 clusters Score -153933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153935.062500 Penalty: 2179.179199
	Iteration 37Q: 3 clusters Score -153935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153936.437500 Penalty: 2179.179199
	Iteration 38Q: 3 clusters Score -153936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153936.437500 Penalty: 2179.179199
	Iteration 39F: 3 clusters Score -153936.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Entering Unmasked Estep 
Score: -2172943.750000 Penalty: 1474.913208
	Iteration 0F: 2 clusters Score -2172944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2159801.250000 Penalty: 2949.826416
	Iteration 0F: 3 clusters Score -2159801 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2164594.000000 Penalty: 2949.826416
	Iteration 1F: 3 clusters Score -2164594 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2165049.250000 Penalty: 2949.826416
	Iteration 2F: 3 clusters Score -2165049 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2165373.500000 Penalty: 2949.826416
	Iteration 3Q: 3 clusters Score -2165374 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2165675.000000 Penalty: 2949.826416
	Iteration 4Q: 3 clusters Score -2165675 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2165936.500000 Penalty: 2949.826416
	Iteration 5Q: 3 clusters Score -2165936 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2166161.250000 Penalty: 2949.826416
	Iteration 6Q: 3 clusters Score -2166161 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2166406.500000 Penalty: 2949.826416
	Iteration 7Q: 3 clusters Score -2166406 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2166680.000000 Penalty: 2949.826416
	Iteration 8Q: 3 clusters Score -2166680 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2166975.000000 Penalty: 2949.826416
	Iteration 9Q: 3 clusters Score -2166975 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2167291.250000 Penalty: 2949.826416
	Iteration 10Q: 3 clusters Score -2167291 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2167686.000000 Penalty: 2949.826416
	Iteration 11Q: 3 clusters Score -2167686 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2168078.750000 Penalty: 2949.826416
	Iteration 12Q: 3 clusters Score -2168079 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2168445.000000 Penalty: 2949.826416
	Iteration 13Q: 3 clusters Score -2168445 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2168740.750000 Penalty: 2949.826416
	Iteration 14Q: 3 clusters Score -2168741 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2168944.750000 Penalty: 2949.826416
	Iteration 15Q: 3 clusters Score -2168945 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2169090.250000 Penalty: 2949.826416
	Iteration 16Q: 3 clusters Score -2169090 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2169188.750000 Penalty: 2949.826416
	Iteration 17Q: 3 clusters Score -2169189 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2169265.750000 Penalty: 2949.826416
	Iteration 18Q: 3 clusters Score -2169266 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2169321.000000 Penalty: 2949.826416
	Iteration 19Q: 3 clusters Score -2169321 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2169372.750000 Penalty: 2949.826416
	Iteration 20F: 3 clusters Score -2169373 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2169437.000000 Penalty: 2949.826416
	Iteration 21Q: 3 clusters Score -2169437 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2169492.750000 Penalty: 2949.826416
	Iteration 22Q: 3 clusters Score -2169493 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2169544.500000 Penalty: 2949.826416
	Iteration 23Q: 3 clusters Score -2169544 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2169593.000000 Penalty: 2949.826416
	Iteration 24Q: 3 clusters Score -2169593 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2169634.750000 Penalty: 2949.826416
	Iteration 25Q: 3 clusters Score -2169635 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2169679.250000 Penalty: 2949.826416
	Iteration 26Q: 3 clusters Score -2169679 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2169707.750000 Penalty: 2949.826416
	Iteration 27Q: 3 clusters Score -2169708 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2169748.500000 Penalty: 2949.826416
	Iteration 28Q: 3 clusters Score -2169748 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2169773.250000 Penalty: 2949.826416
	Iteration 29Q: 3 clusters Score -2169773 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2169808.750000 Penalty: 2949.826416
	Iteration 30Q: 3 clusters Score -2169809 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2169838.750000 Penalty: 2949.826416
	Iteration 31Q: 3 clusters Score -2169839 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2169860.500000 Penalty: 2949.826416
	Iteration 32Q: 3 clusters Score -2169860 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2169890.250000 Penalty: 2949.826416
	Iteration 33Q: 3 clusters Score -2169890 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2169924.500000 Penalty: 2949.826416
	Iteration 34Q: 3 clusters Score -2169924 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2169953.000000 Penalty: 2949.826416
	Iteration 35Q: 3 clusters Score -2169953 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2169982.000000 Penalty: 2949.826416
	Iteration 36Q: 3 clusters Score -2169982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2170001.500000 Penalty: 2949.826416
	Iteration 37Q: 3 clusters Score -2170002 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2170028.000000 Penalty: 2949.826416
	Iteration 38Q: 3 clusters Score -2170028 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2170069.000000 Penalty: 2949.826416
	Iteration 39Q: 3 clusters Score -2170069 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2170090.500000 Penalty: 2949.826416
	Iteration 40F: 3 clusters Score -2170090 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2170119.250000 Penalty: 2949.826416
	Iteration 41Q: 3 clusters Score -2170119 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2170157.250000 Penalty: 2949.826416
	Iteration 42Q: 3 clusters Score -2170157 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2170188.250000 Penalty: 2949.826416
	Iteration 43Q: 3 clusters Score -2170188 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2170226.000000 Penalty: 2949.826416
	Iteration 44Q: 3 clusters Score -2170226 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2170247.500000 Penalty: 2949.826416
	Iteration 45Q: 3 clusters Score -2170248 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2170293.000000 Penalty: 2949.826416
	Iteration 46Q: 3 clusters Score -2170293 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2170337.500000 Penalty: 2949.826416
	Iteration 47Q: 3 clusters Score -2170338 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2170362.750000 Penalty: 2949.826416
	Iteration 48Q: 3 clusters Score -2170363 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2170400.250000 Penalty: 2949.826416
	Iteration 49Q: 3 clusters Score -2170400 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2170442.500000 Penalty: 2949.826416
	Iteration 50Q: 3 clusters Score -2170442 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2170472.750000 Penalty: 2949.826416
	Iteration 51Q: 3 clusters Score -2170473 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2170516.750000 Penalty: 2949.826416
	Iteration 52Q: 3 clusters Score -2170517 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2170563.750000 Penalty: 2949.826416
	Iteration 53Q: 3 clusters Score -2170564 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2170615.000000 Penalty: 2949.826416
	Iteration 54Q: 3 clusters Score -2170615 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2170678.750000 Penalty: 2949.826416
	Iteration 55Q: 3 clusters Score -2170679 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2170722.750000 Penalty: 2949.826416
	Iteration 56Q: 3 clusters Score -2170723 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2170805.500000 Penalty: 2949.826416
	Iteration 57Q: 3 clusters Score -2170806 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2170891.500000 Penalty: 2949.826416
	Iteration 58Q: 3 clusters Score -2170892 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2170979.250000 Penalty: 2949.826416
	Iteration 59Q: 3 clusters Score -2170979 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2171057.000000 Penalty: 2949.826416
	Iteration 60F: 3 clusters Score -2171057 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2171124.000000 Penalty: 2949.826416
	Iteration 61Q: 3 clusters Score -2171124 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2171215.500000 Penalty: 2949.826416
	Iteration 62Q: 3 clusters Score -2171216 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2171316.250000 Penalty: 2949.826416
	Iteration 63Q: 3 clusters Score -2171316 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2171395.000000 Penalty: 2949.826416
	Iteration 64Q: 3 clusters Score -2171395 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2171465.000000 Penalty: 2949.826416
	Iteration 65Q: 3 clusters Score -2171465 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2171521.250000 Penalty: 2949.826416
	Iteration 66Q: 3 clusters Score -2171521 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2171569.000000 Penalty: 2949.826416
	Iteration 67Q: 3 clusters Score -2171569 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2171616.000000 Penalty: 2949.826416
	Iteration 68Q: 3 clusters Score -2171616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2171658.500000 Penalty: 2949.826416
	Iteration 69Q: 3 clusters Score -2171658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2171695.750000 Penalty: 2949.826416
	Iteration 70Q: 3 clusters Score -2171696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2171721.000000 Penalty: 2949.826416
	Iteration 71Q: 3 clusters Score -2171721 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2171732.500000 Penalty: 2949.826416
	Iteration 72Q: 3 clusters Score -2171732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2171745.750000 Penalty: 2949.826416
	Iteration 73Q: 3 clusters Score -2171746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2171763.750000 Penalty: 2949.826416
	Iteration 74Q: 3 clusters Score -2171764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2171768.750000 Penalty: 2949.826416
	Iteration 75Q: 3 clusters Score -2171769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2171780.250000 Penalty: 2949.826416
	Iteration 76Q: 3 clusters Score -2171780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2171792.000000 Penalty: 2949.826416
	Iteration 77Q: 3 clusters Score -2171792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2171803.250000 Penalty: 2949.826416
	Iteration 78Q: 3 clusters Score -2171803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2171807.000000 Penalty: 2949.826416
	Iteration 79Q: 3 clusters Score -2171807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2171814.250000 Penalty: 2949.826416
	Iteration 80F: 3 clusters Score -2171814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2171817.000000 Penalty: 2949.826416
	Iteration 81Q: 3 clusters Score -2171817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2171820.500000 Penalty: 2949.826416
	Iteration 82Q: 3 clusters Score -2171820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2171826.500000 Penalty: 2949.826416
	Iteration 83Q: 3 clusters Score -2171826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2171830.250000 Penalty: 2949.826416
	Iteration 84Q: 3 clusters Score -2171830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2171838.250000 Penalty: 2949.826416
	Iteration 85Q: 3 clusters Score -2171838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2171844.000000 Penalty: 2949.826416
	Iteration 86Q: 3 clusters Score -2171844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2171847.500000 Penalty: 2949.826416
	Iteration 87Q: 3 clusters Score -2171848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2171856.750000 Penalty: 2949.826416
	Iteration 88Q: 3 clusters Score -2171857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2171858.000000 Penalty: 2949.826416
	Iteration 89Q: 3 clusters Score -2171858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2171859.000000 Penalty: 2949.826416
	Iteration 90Q: 3 clusters Score -2171859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2171861.250000 Penalty: 2949.826416
	Iteration 91Q: 3 clusters Score -2171861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2171861.750000 Penalty: 2949.826416
	Iteration 92Q: 3 clusters Score -2171862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2171865.250000 Penalty: 2949.826416
	Iteration 93Q: 3 clusters Score -2171865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2171865.500000 Penalty: 2949.826416
	Iteration 94Q: 3 clusters Score -2171866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2171873.500000 Penalty: 2949.826416
	Iteration 95Q: 3 clusters Score -2171874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2171883.750000 Penalty: 2949.826416
	Iteration 96Q: 3 clusters Score -2171884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2171878.500000 Penalty: 2949.826416
	Iteration 97Q: 3 clusters Score -2171878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2171881.500000 Penalty: 2949.826416
	Iteration 98Q: 3 clusters Score -2171882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2171881.750000 Penalty: 2949.826416
	Iteration 99Q: 3 clusters Score -2171882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2171888.250000 Penalty: 2949.826416
	Iteration 100F: 3 clusters Score -2171888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2171886.750000 Penalty: 2949.826416
	Iteration 101Q: 3 clusters Score -2171887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2171888.750000 Penalty: 2949.826416
	Iteration 102Q: 3 clusters Score -2171889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2171888.750000 Penalty: 2949.826416
	Iteration 103Q: 3 clusters Score -2171889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2171885.750000 Penalty: 2949.826416
	Iteration 104Q: 3 clusters Score -2171886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2171886.000000 Penalty: 2949.826416
	Iteration 105Q: 3 clusters Score -2171886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2171887.500000 Penalty: 2949.826416
	Iteration 106Q: 3 clusters Score -2171888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2171887.250000 Penalty: 2949.826416
	Iteration 107Q: 3 clusters Score -2171887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2171886.500000 Penalty: 2949.826416
	Iteration 108Q: 3 clusters Score -2171886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2171886.750000 Penalty: 2949.826416
	Iteration 109Q: 3 clusters Score -2171887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2171885.750000 Penalty: 2949.826416
	Iteration 110Q: 3 clusters Score -2171886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2171889.750000 Penalty: 2949.826416
	Iteration 111Q: 3 clusters Score -2171890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2171891.250000 Penalty: 2949.826416
	Iteration 112Q: 3 clusters Score -2171891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2171891.250000 Penalty: 2949.826416
	Iteration 113F: 3 clusters Score -2171891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -138278.562500 Penalty: 1064.606812
	Iteration 0F: 2 clusters Score -138278.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -136842.609375 Penalty: 2129.213623
	Iteration 0F: 3 clusters Score -136842.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137153.390625 Penalty: 2129.213623
	Iteration 1F: 3 clusters Score -137153.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137269.312500 Penalty: 2129.213623
	Iteration 2F: 3 clusters Score -137269.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137322.343750 Penalty: 2129.213623
	Iteration 3Q: 3 clusters Score -137322.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -137355.593750 Penalty: 2129.213623
	Iteration 4Q: 3 clusters Score -137355.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137378.156250 Penalty: 2129.213623
	Iteration 5Q: 3 clusters Score -137378.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137392.296875 Penalty: 2129.213623
	Iteration 6Q: 3 clusters Score -137392.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137397.250000 Penalty: 2129.213623
	Iteration 7Q: 3 clusters Score -137397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137401.968750 Penalty: 2129.213623
	Iteration 8Q: 3 clusters Score -137402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137406.468750 Penalty: 2129.213623
	Iteration 9Q: 3 clusters Score -137406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137410.968750 Penalty: 2129.213623
	Iteration 10Q: 3 clusters Score -137411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137413.843750 Penalty: 2129.213623
	Iteration 11Q: 3 clusters Score -137413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137415.125000 Penalty: 2129.213623
	Iteration 12Q: 3 clusters Score -137415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137415.953125 Penalty: 2129.213623
	Iteration 13Q: 3 clusters Score -137416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137416.781250 Penalty: 2129.213623
	Iteration 14Q: 3 clusters Score -137416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137419.000000 Penalty: 2129.213623
	Iteration 15Q: 3 clusters Score -137419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137425.921875 Penalty: 2129.213623
	Iteration 16Q: 3 clusters Score -137425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137427.968750 Penalty: 2129.213623
	Iteration 17Q: 3 clusters Score -137428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137429.734375 Penalty: 2129.213623
	Iteration 18Q: 3 clusters Score -137429.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137434.125000 Penalty: 2129.213623
	Iteration 19Q: 3 clusters Score -137434.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -137439.015625 Penalty: 2129.213623
	Iteration 20F: 3 clusters Score -137439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137440.500000 Penalty: 2129.213623
	Iteration 21Q: 3 clusters Score -137440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137442.203125 Penalty: 2129.213623
	Iteration 22Q: 3 clusters Score -137442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137442.203125 Penalty: 2129.213623
	Iteration 23F: 3 clusters Score -137442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Entering Unmasked Estep 
Score: -3068379.750000 Penalty: 1521.143921
	Iteration 0F: 2 clusters Score -3068380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3050610.500000 Penalty: 3042.287842
	Iteration 0F: 3 clusters Score -3050610 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3057293.250000 Penalty: 3042.287842
	Iteration 1F: 3 clusters Score -3057293 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3057868.250000 Penalty: 3042.287842
	Iteration 2F: 3 clusters Score -3057868 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3058436.000000 Penalty: 3042.287842
	Iteration 3Q: 3 clusters Score -3058436 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3059010.000000 Penalty: 3042.287842
	Iteration 4Q: 3 clusters Score -3059010 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3059581.750000 Penalty: 3042.287842
	Iteration 5Q: 3 clusters Score -3059582 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3060146.750000 Penalty: 3042.287842
	Iteration 6Q: 3 clusters Score -3060147 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3060704.000000 Penalty: 3042.287842
	Iteration 7Q: 3 clusters Score -3060704 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3061214.000000 Penalty: 3042.287842
	Iteration 8Q: 3 clusters Score -3061214 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3061645.750000 Penalty: 3042.287842
	Iteration 9Q: 3 clusters Score -3061646 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3061973.750000 Penalty: 3042.287842
	Iteration 10Q: 3 clusters Score -3061974 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3062257.000000 Penalty: 3042.287842
	Iteration 11Q: 3 clusters Score -3062257 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3062476.000000 Penalty: 3042.287842
	Iteration 12Q: 3 clusters Score -3062476 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3062603.250000 Penalty: 3042.287842
	Iteration 13Q: 3 clusters Score -3062603 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3062715.000000 Penalty: 3042.287842
	Iteration 14Q: 3 clusters Score -3062715 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3062794.250000 Penalty: 3042.287842
	Iteration 15Q: 3 clusters Score -3062794 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3062855.500000 Penalty: 3042.287842
	Iteration 16Q: 3 clusters Score -3062856 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3062902.250000 Penalty: 3042.287842
	Iteration 17Q: 3 clusters Score -3062902 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3062928.250000 Penalty: 3042.287842
	Iteration 18Q: 3 clusters Score -3062928 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3062966.750000 Penalty: 3042.287842
	Iteration 19Q: 3 clusters Score -3062967 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3063009.000000 Penalty: 3042.287842
	Iteration 20F: 3 clusters Score -3063009 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3063051.500000 Penalty: 3042.287842
	Iteration 21Q: 3 clusters Score -3063052 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3063102.750000 Penalty: 3042.287842
	Iteration 22Q: 3 clusters Score -3063103 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3063156.000000 Penalty: 3042.287842
	Iteration 23Q: 3 clusters Score -3063156 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3063241.500000 Penalty: 3042.287842
	Iteration 24Q: 3 clusters Score -3063242 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -3063317.500000 Penalty: 3042.287842
	Iteration 25Q: 3 clusters Score -3063318 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3063430.000000 Penalty: 3042.287842
	Iteration 26Q: 3 clusters Score -3063430 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -3063544.000000 Penalty: 3042.287842
	Iteration 27Q: 3 clusters Score -3063544 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3063669.250000 Penalty: 3042.287842
	Iteration 28Q: 3 clusters Score -3063669 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3063853.750000 Penalty: 3042.287842
	Iteration 29Q: 3 clusters Score -3063854 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3064104.500000 Penalty: 3042.287842
	Iteration 30Q: 3 clusters Score -3064104 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -3064396.750000 Penalty: 3042.287842
	Iteration 31Q: 3 clusters Score -3064397 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3064722.750000 Penalty: 3042.287842
	Iteration 32Q: 3 clusters Score -3064723 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3065119.750000 Penalty: 3042.287842
	Iteration 33Q: 3 clusters Score -3065120 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3065567.250000 Penalty: 3042.287842
	Iteration 34Q: 3 clusters Score -3065567 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3066025.750000 Penalty: 3042.287842
	Iteration 35Q: 3 clusters Score -3066026 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3066366.750000 Penalty: 3042.287842
	Iteration 36Q: 3 clusters Score -3066367 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3066657.500000 Penalty: 3042.287842
	Iteration 37Q: 3 clusters Score -3066658 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3066907.750000 Penalty: 3042.287842
	Iteration 38Q: 3 clusters Score -3066908 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3067064.250000 Penalty: 3042.287842
	Iteration 39Q: 3 clusters Score -3067064 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3067199.750000 Penalty: 3042.287842
	Iteration 40F: 3 clusters Score -3067200 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3067282.000000 Penalty: 3042.287842
	Iteration 41Q: 3 clusters Score -3067282 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3067331.750000 Penalty: 3042.287842
	Iteration 42Q: 3 clusters Score -3067332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3067362.500000 Penalty: 3042.287842
	Iteration 43Q: 3 clusters Score -3067362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3067400.000000 Penalty: 3042.287842
	Iteration 44Q: 3 clusters Score -3067400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3067430.500000 Penalty: 3042.287842
	Iteration 45Q: 3 clusters Score -3067430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3067468.500000 Penalty: 3042.287842
	Iteration 46Q: 3 clusters Score -3067468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3067493.250000 Penalty: 3042.287842
	Iteration 47Q: 3 clusters Score -3067493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3067514.500000 Penalty: 3042.287842
	Iteration 48Q: 3 clusters Score -3067514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3067530.750000 Penalty: 3042.287842
	Iteration 49Q: 3 clusters Score -3067531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3067539.500000 Penalty: 3042.287842
	Iteration 50Q: 3 clusters Score -3067540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3067536.000000 Penalty: 3042.287842
	Iteration 51Q: 3 clusters Score -3067536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3067541.250000 Penalty: 3042.287842
	Iteration 52Q: 3 clusters Score -3067541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3067545.000000 Penalty: 3042.287842
	Iteration 53Q: 3 clusters Score -3067545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3067541.000000 Penalty: 3042.287842
	Iteration 54Q: 3 clusters Score -3067541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3067544.250000 Penalty: 3042.287842
	Iteration 55Q: 3 clusters Score -3067544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3067547.000000 Penalty: 3042.287842
	Iteration 56Q: 3 clusters Score -3067547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3067545.250000 Penalty: 3042.287842
	Iteration 57Q: 3 clusters Score -3067545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3067548.000000 Penalty: 3042.287842
	Iteration 58Q: 3 clusters Score -3067548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3067548.250000 Penalty: 3042.287842
	Iteration 59Q: 3 clusters Score -3067548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3067551.500000 Penalty: 3042.287842
	Iteration 60F: 3 clusters Score -3067552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3067547.000000 Penalty: 3042.287842
	Iteration 61Q: 3 clusters Score -3067547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3067550.500000 Penalty: 3042.287842
	Iteration 62Q: 3 clusters Score -3067550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3067550.250000 Penalty: 3042.287842
	Iteration 63Q: 3 clusters Score -3067550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3067552.500000 Penalty: 3042.287842
	Iteration 64Q: 3 clusters Score -3067552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3067552.500000 Penalty: 3042.287842
	Iteration 65F: 3 clusters Score -3067552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (49927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Entering Unmasked Estep 
Score: -5603284.000000 Penalty: 1609.765625
	Iteration 0F: 2 clusters Score -5603284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5570799.000000 Penalty: 3219.531250
	Iteration 0F: 3 clusters Score -5570799 nChanged 23046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -5583682.000000 Penalty: 3219.531250
	Iteration 1F: 3 clusters Score -5583682 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5584607.000000 Penalty: 3219.531250
	Iteration 2Q: 3 clusters Score -5584607 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -5585941.000000 Penalty: 3219.531250
	Iteration 3F: 3 clusters Score -5585941 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -5587944.000000 Penalty: 3219.531250
	Iteration 4F: 3 clusters Score -5587944 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -5590714.000000 Penalty: 3219.531250
	Iteration 5F: 3 clusters Score -5590714 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5593713.500000 Penalty: 3219.531250
	Iteration 6F: 3 clusters Score -5593714 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5596314.000000 Penalty: 3219.531250
	Iteration 7F: 3 clusters Score -5596314 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -5598383.000000 Penalty: 3219.531250
	Iteration 8F: 3 clusters Score -5598383 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -5599764.500000 Penalty: 3219.531250
	Iteration 9Q: 3 clusters Score -5599764 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -5600582.500000 Penalty: 3219.531250
	Iteration 10Q: 3 clusters Score -5600582 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -5601079.500000 Penalty: 3219.531250
	Iteration 11Q: 3 clusters Score -5601080 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -5601409.500000 Penalty: 3219.531250
	Iteration 12Q: 3 clusters Score -5601410 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -5601632.500000 Penalty: 3219.531250
	Iteration 13Q: 3 clusters Score -5601632 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -5601768.500000 Penalty: 3219.531250
	Iteration 14Q: 3 clusters Score -5601768 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -5601847.500000 Penalty: 3219.531250
	Iteration 15Q: 3 clusters Score -5601848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -5601885.500000 Penalty: 3219.531250
	Iteration 16Q: 3 clusters Score -5601886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -5601910.000000 Penalty: 3219.531250
	Iteration 17Q: 3 clusters Score -5601910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -5601944.500000 Penalty: 3219.531250
	Iteration 18Q: 3 clusters Score -5601944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -5601981.500000 Penalty: 3219.531250
	Iteration 19Q: 3 clusters Score -5601982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -5601999.000000 Penalty: 3219.531250
	Iteration 20F: 3 clusters Score -5601999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -5602017.000000 Penalty: 3219.531250
	Iteration 21Q: 3 clusters Score -5602017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -5602035.000000 Penalty: 3219.531250
	Iteration 22Q: 3 clusters Score -5602035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -5602043.500000 Penalty: 3219.531250
	Iteration 23Q: 3 clusters Score -5602044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -5602044.500000 Penalty: 3219.531250
	Iteration 24Q: 3 clusters Score -5602044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -5602043.500000 Penalty: 3219.531250
	Iteration 25Q: 3 clusters Score -5602044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -5602047.500000 Penalty: 3219.531250
	Iteration 26Q: 3 clusters Score -5602048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -5602053.000000 Penalty: 3219.531250
	Iteration 27Q: 3 clusters Score -5602053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -5602052.000000 Penalty: 3219.531250
	Iteration 28Q: 3 clusters Score -5602052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -5602053.500000 Penalty: 3219.531250
	Iteration 29Q: 3 clusters Score -5602054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -5602052.000000 Penalty: 3219.531250
	Iteration 30Q: 3 clusters Score -5602052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -5602053.500000 Penalty: 3219.531250
	Iteration 31Q: 3 clusters Score -5602054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -5602053.500000 Penalty: 3219.531250
	Iteration 32F: 3 clusters Score -5602054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Entering Unmasked Estep 
Score: -1692615.500000 Penalty: 1432.076538
	Iteration 0F: 2 clusters Score -1692616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1682681.000000 Penalty: 2864.153076
	Iteration 0F: 3 clusters Score -1682681 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1686020.375000 Penalty: 2864.153076
	Iteration 1F: 3 clusters Score -1686020 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1686338.625000 Penalty: 2864.153076
	Iteration 2F: 3 clusters Score -1686339 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1686627.750000 Penalty: 2864.153076
	Iteration 3Q: 3 clusters Score -1686628 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1686916.000000 Penalty: 2864.153076
	Iteration 4Q: 3 clusters Score -1686916 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1687244.125000 Penalty: 2864.153076
	Iteration 5Q: 3 clusters Score -1687244 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1687599.750000 Penalty: 2864.153076
	Iteration 6Q: 3 clusters Score -1687600 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1687995.750000 Penalty: 2864.153076
	Iteration 7F: 3 clusters Score -1687996 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1688449.375000 Penalty: 2864.153076
	Iteration 8F: 3 clusters Score -1688449 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1688920.625000 Penalty: 2864.153076
	Iteration 9F: 3 clusters Score -1688921 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1689416.375000 Penalty: 2864.153076
	Iteration 10Q: 3 clusters Score -1689416 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1689878.750000 Penalty: 2864.153076
	Iteration 11Q: 3 clusters Score -1689879 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1690247.500000 Penalty: 2864.153076
	Iteration 12Q: 3 clusters Score -1690248 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1690566.750000 Penalty: 2864.153076
	Iteration 13Q: 3 clusters Score -1690567 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1690804.750000 Penalty: 2864.153076
	Iteration 14Q: 3 clusters Score -1690805 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1691009.625000 Penalty: 2864.153076
	Iteration 15Q: 3 clusters Score -1691010 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1691150.000000 Penalty: 2864.153076
	Iteration 16Q: 3 clusters Score -1691150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1691242.750000 Penalty: 2864.153076
	Iteration 17Q: 3 clusters Score -1691243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1691300.375000 Penalty: 2864.153076
	Iteration 18Q: 3 clusters Score -1691300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1691329.000000 Penalty: 2864.153076
	Iteration 19Q: 3 clusters Score -1691329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1691358.875000 Penalty: 2864.153076
	Iteration 20F: 3 clusters Score -1691359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1691382.875000 Penalty: 2864.153076
	Iteration 21Q: 3 clusters Score -1691383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1691415.125000 Penalty: 2864.153076
	Iteration 22Q: 3 clusters Score -1691415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1691430.375000 Penalty: 2864.153076
	Iteration 23Q: 3 clusters Score -1691430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1691440.250000 Penalty: 2864.153076
	Iteration 24Q: 3 clusters Score -1691440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1691451.375000 Penalty: 2864.153076
	Iteration 25Q: 3 clusters Score -1691451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1691459.625000 Penalty: 2864.153076
	Iteration 26Q: 3 clusters Score -1691460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1691462.125000 Penalty: 2864.153076
	Iteration 27Q: 3 clusters Score -1691462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1691469.625000 Penalty: 2864.153076
	Iteration 28Q: 3 clusters Score -1691470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1691475.125000 Penalty: 2864.153076
	Iteration 29Q: 3 clusters Score -1691475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1691482.125000 Penalty: 2864.153076
	Iteration 30Q: 3 clusters Score -1691482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1691484.375000 Penalty: 2864.153076
	Iteration 31Q: 3 clusters Score -1691484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1691487.500000 Penalty: 2864.153076
	Iteration 32Q: 3 clusters Score -1691488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1691489.250000 Penalty: 2864.153076
	Iteration 33Q: 3 clusters Score -1691489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1691490.750000 Penalty: 2864.153076
	Iteration 34Q: 3 clusters Score -1691491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1691490.750000 Penalty: 2864.153076
	Iteration 35F: 3 clusters Score -1691491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (65846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Entering Unmasked Estep 
Score: -7292873.500000 Penalty: 1650.947021
	Iteration 0F: 2 clusters Score -7292874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -7249697.000000 Penalty: 3301.894043
	Iteration 0F: 3 clusters Score -7249697 nChanged 30798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -7267193.500000 Penalty: 3301.894043
	Iteration 1F: 3 clusters Score -7267194 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -7267939.000000 Penalty: 3301.894043
	Iteration 2Q: 3 clusters Score -7267939 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -7268787.000000 Penalty: 3301.894043
	Iteration 3Q: 3 clusters Score -7268787 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -7269871.000000 Penalty: 3301.894043
	Iteration 4Q: 3 clusters Score -7269871 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -7271296.500000 Penalty: 3301.894043
	Iteration 5Q: 3 clusters Score -7271296 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -7273325.500000 Penalty: 3301.894043
	Iteration 6F: 3 clusters Score -7273326 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -7276120.500000 Penalty: 3301.894043
	Iteration 7F: 3 clusters Score -7276120 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -7279917.500000 Penalty: 3301.894043
	Iteration 8F: 3 clusters Score -7279918 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -7285940.000000 Penalty: 3301.894043
	Iteration 9F: 3 clusters Score -7285940 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -7298848.500000 Penalty: 3301.894043
	Iteration 10F: 3 clusters Score -7298848 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -7314785.500000 Penalty: 3301.894043
	Iteration 11F: 3 clusters Score -7314786 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -7324301.500000 Penalty: 3301.894043
	Iteration 12F: 3 clusters Score -7324302 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -7334643.500000 Penalty: 3301.894043
	Iteration 13Q: 3 clusters Score -7334644 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7339764.000000 Penalty: 3301.894043
	Iteration 14Q: 3 clusters Score -7339764 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -7340107.500000 Penalty: 3301.894043
	Iteration 15Q: 3 clusters Score -7340108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -7340106.500000 Penalty: 3301.894043
	Iteration 16Q: 3 clusters Score -7340106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -7340101.500000 Penalty: 3301.894043
	Iteration 17Q: 3 clusters Score -7340102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7340102.000000 Penalty: 3301.894043
	Iteration 18Q: 3 clusters Score -7340102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7340102.000000 Penalty: 3301.894043
	Iteration 19F: 3 clusters Score -7340102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 4 contains 40262 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41462 members 
Mstep: Class 8 contains 19778 members 
Mstep: Class 9 contains 38532 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21524 members 
Mstep: Class 13 contains 92311 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12401 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20172 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 25584 members 
Entering Unmasked Estep 
Score: -79024840.000000 Penalty: 62307.648438
Splitting cluster 31 changes total score from -78977896.000000 to -79024840.000000
So it's getting split into cluster 4.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41462 members 
Mstep: Class 8 contains 19778 members 
Mstep: Class 9 contains 38532 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21524 members 
Mstep: Class 13 contains 92311 members 
Mstep: Class 14 contains 22122 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 18030 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23099 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12401 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 20172 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 27522 members 
Mstep: Class 29 contains 49927 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 25584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79027584.000000 Penalty: 62307.648438
Iteration 225F: 32 clusters Score -7.902758e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 36975 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40301 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41543 members 
Mstep: Class 8 contains 19404 members 
Mstep: Class 9 contains 38528 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37135 members 
Mstep: Class 12 contains 21514 members 
Mstep: Class 13 contains 92290 members 
Mstep: Class 14 contains 22096 members 
Mstep: Class 15 contains 19168 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 18006 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23108 members 
Mstep: Class 21 contains 15070 members 
Mstep: Class 22 contains 24399 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12339 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20161 members 
Mstep: Class 27 contains 1268 members 
Mstep: Class 28 contains 27533 members 
Mstep: Class 29 contains 49837 members 
Mstep: Class 30 contains 15126 members 
Mstep: Class 31 contains 26174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028400.000000 Penalty: 62307.648438
Iteration 226Q: 32 clusters Score -7.90284e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 36986 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40311 members 
Mstep: Class 5 contains 49328 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41577 members 
Mstep: Class 8 contains 19224 members 
Mstep: Class 9 contains 38517 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37136 members 
Mstep: Class 12 contains 21513 members 
Mstep: Class 13 contains 92281 members 
Mstep: Class 14 contains 22102 members 
Mstep: Class 15 contains 19161 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 17996 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23110 members 
Mstep: Class 21 contains 15067 members 
Mstep: Class 22 contains 24405 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12292 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 20169 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27537 members 
Mstep: Class 29 contains 49818 members 
Mstep: Class 30 contains 15137 members 
Mstep: Class 31 contains 26387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028304.000000 Penalty: 62307.648438
Iteration 227Q: 32 clusters Score -7.90283e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 36991 members 
Mstep: Class 3 contains 27902 members 
Mstep: Class 4 contains 40324 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41588 members 
Mstep: Class 8 contains 19127 members 
Mstep: Class 9 contains 38515 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37141 members 
Mstep: Class 12 contains 21520 members 
Mstep: Class 13 contains 92287 members 
Mstep: Class 14 contains 22106 members 
Mstep: Class 15 contains 19162 members 
Mstep: Class 16 contains 2948 members 
Mstep: Class 17 contains 17990 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23112 members 
Mstep: Class 21 contains 15067 members 
Mstep: Class 22 contains 24406 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12249 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 20175 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27545 members 
Mstep: Class 29 contains 49809 members 
Mstep: Class 30 contains 15137 members 
Mstep: Class 31 contains 26477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028480.000000 Penalty: 62307.648438
Iteration 228Q: 32 clusters Score -7.902848e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 36997 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40333 members 
Mstep: Class 5 contains 49327 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41593 members 
Mstep: Class 8 contains 19064 members 
Mstep: Class 9 contains 38512 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37145 members 
Mstep: Class 12 contains 21527 members 
Mstep: Class 13 contains 92284 members 
Mstep: Class 14 contains 22107 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 17991 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23116 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24409 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12218 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 20185 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27548 members 
Mstep: Class 29 contains 49809 members 
Mstep: Class 30 contains 15137 members 
Mstep: Class 31 contains 26521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028392.000000 Penalty: 62307.648438
Iteration 229Q: 32 clusters Score -7.902839e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 36999 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40334 members 
Mstep: Class 5 contains 49328 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41596 members 
Mstep: Class 8 contains 19037 members 
Mstep: Class 9 contains 38510 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37145 members 
Mstep: Class 12 contains 21535 members 
Mstep: Class 13 contains 92285 members 
Mstep: Class 14 contains 22107 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 17989 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23118 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12197 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 20193 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27548 members 
Mstep: Class 29 contains 49810 members 
Mstep: Class 30 contains 15137 members 
Mstep: Class 31 contains 26544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028504.000000 Penalty: 62307.648438
Iteration 230Q: 32 clusters Score -7.90285e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 37000 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40335 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41599 members 
Mstep: Class 8 contains 19019 members 
Mstep: Class 9 contains 38510 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37144 members 
Mstep: Class 12 contains 21539 members 
Mstep: Class 13 contains 92288 members 
Mstep: Class 14 contains 22107 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 2945 members 
Mstep: Class 17 contains 17990 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23120 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24411 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12178 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20203 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27549 members 
Mstep: Class 29 contains 49811 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028608.000000 Penalty: 62307.648438
Iteration 231Q: 32 clusters Score -7.902861e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 37004 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40336 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41602 members 
Mstep: Class 8 contains 19001 members 
Mstep: Class 9 contains 38514 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37146 members 
Mstep: Class 12 contains 21537 members 
Mstep: Class 13 contains 92289 members 
Mstep: Class 14 contains 22109 members 
Mstep: Class 15 contains 19165 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 17990 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23123 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24411 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12162 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20214 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27551 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028608.000000 Penalty: 62307.648438
Iteration 232Q: 32 clusters Score -7.902861e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 37007 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40336 members 
Mstep: Class 5 contains 49327 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41603 members 
Mstep: Class 8 contains 18991 members 
Mstep: Class 9 contains 38513 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37147 members 
Mstep: Class 12 contains 21540 members 
Mstep: Class 13 contains 92289 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 17991 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23122 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24411 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12153 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20222 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27552 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028584.000000 Penalty: 62307.648438
Iteration 233Q: 32 clusters Score -7.902858e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 37008 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49328 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41605 members 
Mstep: Class 8 contains 18982 members 
Mstep: Class 9 contains 38510 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37149 members 
Mstep: Class 12 contains 21541 members 
Mstep: Class 13 contains 92286 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 2938 members 
Mstep: Class 17 contains 17991 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 20 contains 23122 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24411 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12142 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20238 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 27553 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028584.000000 Penalty: 62307.648438
Iteration 234Q: 32 clusters Score -7.902858e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 37009 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49328 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41606 members 
Mstep: Class 8 contains 18976 members 
Mstep: Class 9 contains 38508 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37149 members 
Mstep: Class 12 contains 21543 members 
Mstep: Class 13 contains 92283 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 17991 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23122 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24412 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12129 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20254 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27553 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028584.000000 Penalty: 62307.648438
Iteration 235Q: 32 clusters Score -7.902858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37010 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49328 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41607 members 
Mstep: Class 8 contains 18973 members 
Mstep: Class 9 contains 38508 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 21542 members 
Mstep: Class 13 contains 92281 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19165 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23122 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24412 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12124 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20265 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27553 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028608.000000 Penalty: 62307.648438
Iteration 236Q: 32 clusters Score -7.902861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37012 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41607 members 
Mstep: Class 8 contains 18972 members 
Mstep: Class 9 contains 38508 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 21541 members 
Mstep: Class 13 contains 92279 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19166 members 
Mstep: Class 16 contains 2931 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23122 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24412 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12122 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20271 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27553 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028552.000000 Penalty: 62307.648438
Iteration 237Q: 32 clusters Score -7.902855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37013 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41607 members 
Mstep: Class 8 contains 18967 members 
Mstep: Class 9 contains 38508 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 21540 members 
Mstep: Class 13 contains 92280 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19166 members 
Mstep: Class 16 contains 2929 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23123 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24412 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12120 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20277 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27553 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028584.000000 Penalty: 62307.648438
Iteration 238Q: 32 clusters Score -7.902858e+07 nChanged 10
Entering ConstructFrom: 
Score: -79028584.000000 Penalty: 62307.648438
Entering ConstructFrom: 
Trying to split cluster 1 (17300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Entering Unmasked Estep 
Score: -1932604.000000 Penalty: 1452.059204
	Iteration 0F: 2 clusters Score -1932604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1921258.000000 Penalty: 2904.118408
	Iteration 0F: 3 clusters Score -1921258 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1925324.375000 Penalty: 2904.118408
	Iteration 1F: 3 clusters Score -1925324 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1925688.625000 Penalty: 2904.118408
	Iteration 2F: 3 clusters Score -1925689 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1925973.375000 Penalty: 2904.118408
	Iteration 3Q: 3 clusters Score -1925973 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1926212.375000 Penalty: 2904.118408
	Iteration 4Q: 3 clusters Score -1926212 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1926395.375000 Penalty: 2904.118408
	Iteration 5Q: 3 clusters Score -1926395 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1926546.250000 Penalty: 2904.118408
	Iteration 6Q: 3 clusters Score -1926546 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1926669.125000 Penalty: 2904.118408
	Iteration 7Q: 3 clusters Score -1926669 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1926774.375000 Penalty: 2904.118408
	Iteration 8Q: 3 clusters Score -1926774 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1926866.875000 Penalty: 2904.118408
	Iteration 9Q: 3 clusters Score -1926867 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1926953.000000 Penalty: 2904.118408
	Iteration 10Q: 3 clusters Score -1926953 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1927040.750000 Penalty: 2904.118408
	Iteration 11Q: 3 clusters Score -1927041 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1927128.875000 Penalty: 2904.118408
	Iteration 12Q: 3 clusters Score -1927129 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1927230.625000 Penalty: 2904.118408
	Iteration 13Q: 3 clusters Score -1927231 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1927349.000000 Penalty: 2904.118408
	Iteration 14Q: 3 clusters Score -1927349 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1927513.750000 Penalty: 2904.118408
	Iteration 15Q: 3 clusters Score -1927514 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1927738.875000 Penalty: 2904.118408
	Iteration 16Q: 3 clusters Score -1927739 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1928081.125000 Penalty: 2904.118408
	Iteration 17Q: 3 clusters Score -1928081 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1928510.500000 Penalty: 2904.118408
	Iteration 18Q: 3 clusters Score -1928510 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1929080.250000 Penalty: 2904.118408
	Iteration 19Q: 3 clusters Score -1929080 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1929678.000000 Penalty: 2904.118408
	Iteration 20F: 3 clusters Score -1929678 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1930213.250000 Penalty: 2904.118408
	Iteration 21Q: 3 clusters Score -1930213 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1930623.875000 Penalty: 2904.118408
	Iteration 22Q: 3 clusters Score -1930624 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1930929.250000 Penalty: 2904.118408
	Iteration 23Q: 3 clusters Score -1930929 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1931134.750000 Penalty: 2904.118408
	Iteration 24Q: 3 clusters Score -1931135 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1931240.250000 Penalty: 2904.118408
	Iteration 25Q: 3 clusters Score -1931240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1931306.375000 Penalty: 2904.118408
	Iteration 26Q: 3 clusters Score -1931306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1931337.250000 Penalty: 2904.118408
	Iteration 27Q: 3 clusters Score -1931337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1931350.250000 Penalty: 2904.118408
	Iteration 28Q: 3 clusters Score -1931350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1931370.500000 Penalty: 2904.118408
	Iteration 29Q: 3 clusters Score -1931370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1931381.125000 Penalty: 2904.118408
	Iteration 30Q: 3 clusters Score -1931381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1931391.750000 Penalty: 2904.118408
	Iteration 31Q: 3 clusters Score -1931392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1931401.500000 Penalty: 2904.118408
	Iteration 32Q: 3 clusters Score -1931402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1931421.375000 Penalty: 2904.118408
	Iteration 33Q: 3 clusters Score -1931421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1931430.750000 Penalty: 2904.118408
	Iteration 34Q: 3 clusters Score -1931431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1931441.125000 Penalty: 2904.118408
	Iteration 35Q: 3 clusters Score -1931441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1931441.125000 Penalty: 2904.118408
	Iteration 36Q: 3 clusters Score -1931441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1931445.500000 Penalty: 2904.118408
	Iteration 37Q: 3 clusters Score -1931446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1931448.625000 Penalty: 2904.118408
	Iteration 38Q: 3 clusters Score -1931449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1931456.750000 Penalty: 2904.118408
	Iteration 39Q: 3 clusters Score -1931457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1931461.875000 Penalty: 2904.118408
	Iteration 40F: 3 clusters Score -1931462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1931470.625000 Penalty: 2904.118408
	Iteration 41Q: 3 clusters Score -1931471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1931473.375000 Penalty: 2904.118408
	Iteration 42Q: 3 clusters Score -1931473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1931475.000000 Penalty: 2904.118408
	Iteration 43Q: 3 clusters Score -1931475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1931474.250000 Penalty: 2904.118408
	Iteration 44Q: 3 clusters Score -1931474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1931480.750000 Penalty: 2904.118408
	Iteration 45Q: 3 clusters Score -1931481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1931484.000000 Penalty: 2904.118408
	Iteration 46Q: 3 clusters Score -1931484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1931487.125000 Penalty: 2904.118408
	Iteration 47Q: 3 clusters Score -1931487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1931487.125000 Penalty: 2904.118408
	Iteration 48F: 3 clusters Score -1931487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Entering Unmasked Estep 
Score: -4108027.500000 Penalty: 1565.230957
	Iteration 0F: 2 clusters Score -4108028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4083930.500000 Penalty: 3130.461914
	Iteration 0F: 3 clusters Score -4083930 nChanged 17008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4093693.250000 Penalty: 3130.461914
	Iteration 1F: 3 clusters Score -4093693 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -4094810.750000 Penalty: 3130.461914
	Iteration 2F: 3 clusters Score -4094811 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4096098.750000 Penalty: 3130.461914
	Iteration 3F: 3 clusters Score -4096099 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4097596.000000 Penalty: 3130.461914
	Iteration 4F: 3 clusters Score -4097596 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4098883.000000 Penalty: 3130.461914
	Iteration 5F: 3 clusters Score -4098883 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -4099993.250000 Penalty: 3130.461914
	Iteration 6F: 3 clusters Score -4099993 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -4100875.750000 Penalty: 3130.461914
	Iteration 7Q: 3 clusters Score -4100876 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -4101532.750000 Penalty: 3130.461914
	Iteration 8Q: 3 clusters Score -4101533 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -4102144.000000 Penalty: 3130.461914
	Iteration 9Q: 3 clusters Score -4102144 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4102709.750000 Penalty: 3130.461914
	Iteration 10Q: 3 clusters Score -4102710 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -4103225.750000 Penalty: 3130.461914
	Iteration 11Q: 3 clusters Score -4103226 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4103770.750000 Penalty: 3130.461914
	Iteration 12Q: 3 clusters Score -4103771 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -4104317.500000 Penalty: 3130.461914
	Iteration 13Q: 3 clusters Score -4104318 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4104833.000000 Penalty: 3130.461914
	Iteration 14Q: 3 clusters Score -4104833 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4105248.500000 Penalty: 3130.461914
	Iteration 15Q: 3 clusters Score -4105248 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -4105665.250000 Penalty: 3130.461914
	Iteration 16Q: 3 clusters Score -4105665 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -4105966.250000 Penalty: 3130.461914
	Iteration 17Q: 3 clusters Score -4105966 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4106198.000000 Penalty: 3130.461914
	Iteration 18Q: 3 clusters Score -4106198 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4106363.500000 Penalty: 3130.461914
	Iteration 19Q: 3 clusters Score -4106364 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4106486.250000 Penalty: 3130.461914
	Iteration 20F: 3 clusters Score -4106486 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -4106591.250000 Penalty: 3130.461914
	Iteration 21Q: 3 clusters Score -4106591 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4106636.500000 Penalty: 3130.461914
	Iteration 22Q: 3 clusters Score -4106636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -4106701.500000 Penalty: 3130.461914
	Iteration 23Q: 3 clusters Score -4106702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -4106740.250000 Penalty: 3130.461914
	Iteration 24Q: 3 clusters Score -4106740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4106751.250000 Penalty: 3130.461914
	Iteration 25Q: 3 clusters Score -4106751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -4106773.750000 Penalty: 3130.461914
	Iteration 26Q: 3 clusters Score -4106774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -4106785.500000 Penalty: 3130.461914
	Iteration 27Q: 3 clusters Score -4106786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -4106794.000000 Penalty: 3130.461914
	Iteration 28Q: 3 clusters Score -4106794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -4106809.250000 Penalty: 3130.461914
	Iteration 29Q: 3 clusters Score -4106809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -4106823.000000 Penalty: 3130.461914
	Iteration 30Q: 3 clusters Score -4106823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4106832.500000 Penalty: 3130.461914
	Iteration 31Q: 3 clusters Score -4106832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -4106839.250000 Penalty: 3130.461914
	Iteration 32Q: 3 clusters Score -4106839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -4106839.750000 Penalty: 3130.461914
	Iteration 33Q: 3 clusters Score -4106840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4106844.750000 Penalty: 3130.461914
	Iteration 34Q: 3 clusters Score -4106845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4106851.750000 Penalty: 3130.461914
	Iteration 35Q: 3 clusters Score -4106852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -4106849.500000 Penalty: 3130.461914
	Iteration 36Q: 3 clusters Score -4106850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -4106855.750000 Penalty: 3130.461914
	Iteration 37Q: 3 clusters Score -4106856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4106857.000000 Penalty: 3130.461914
	Iteration 38Q: 3 clusters Score -4106857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -4106854.750000 Penalty: 3130.461914
	Iteration 39Q: 3 clusters Score -4106855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -4106861.500000 Penalty: 3130.461914
	Iteration 40F: 3 clusters Score -4106862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -4106870.750000 Penalty: 3130.461914
	Iteration 41Q: 3 clusters Score -4106871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -4106868.750000 Penalty: 3130.461914
	Iteration 42Q: 3 clusters Score -4106869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -4106871.750000 Penalty: 3130.461914
	Iteration 43Q: 3 clusters Score -4106872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -4106871.000000 Penalty: 3130.461914
	Iteration 44Q: 3 clusters Score -4106871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -4106872.250000 Penalty: 3130.461914
	Iteration 45Q: 3 clusters Score -4106872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -4106873.500000 Penalty: 3130.461914
	Iteration 46Q: 3 clusters Score -4106874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -4106875.750000 Penalty: 3130.461914
	Iteration 47Q: 3 clusters Score -4106876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -4106878.750000 Penalty: 3130.461914
	Iteration 48Q: 3 clusters Score -4106879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4106879.000000 Penalty: 3130.461914
	Iteration 49Q: 3 clusters Score -4106879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -4106881.750000 Penalty: 3130.461914
	Iteration 50Q: 3 clusters Score -4106882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -4106881.750000 Penalty: 3130.461914
	Iteration 51F: 3 clusters Score -4106882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Entering Unmasked Estep 
Score: -3124790.250000 Penalty: 1523.189697
	Iteration 0F: 2 clusters Score -3124790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3106652.750000 Penalty: 3046.379395
	Iteration 0F: 3 clusters Score -3106653 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3113628.500000 Penalty: 3046.379395
	Iteration 1F: 3 clusters Score -3113628 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3114163.750000 Penalty: 3046.379395
	Iteration 2F: 3 clusters Score -3114164 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3114590.250000 Penalty: 3046.379395
	Iteration 3Q: 3 clusters Score -3114590 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3114911.500000 Penalty: 3046.379395
	Iteration 4Q: 3 clusters Score -3114912 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3115213.000000 Penalty: 3046.379395
	Iteration 5Q: 3 clusters Score -3115213 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3115494.000000 Penalty: 3046.379395
	Iteration 6Q: 3 clusters Score -3115494 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3115779.250000 Penalty: 3046.379395
	Iteration 7Q: 3 clusters Score -3115779 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3116118.000000 Penalty: 3046.379395
	Iteration 8Q: 3 clusters Score -3116118 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3116512.500000 Penalty: 3046.379395
	Iteration 9Q: 3 clusters Score -3116512 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3116996.250000 Penalty: 3046.379395
	Iteration 10Q: 3 clusters Score -3116996 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3117493.500000 Penalty: 3046.379395
	Iteration 11Q: 3 clusters Score -3117494 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3118056.000000 Penalty: 3046.379395
	Iteration 12Q: 3 clusters Score -3118056 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3118623.750000 Penalty: 3046.379395
	Iteration 13Q: 3 clusters Score -3118624 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3119222.750000 Penalty: 3046.379395
	Iteration 14Q: 3 clusters Score -3119223 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3119876.750000 Penalty: 3046.379395
	Iteration 15Q: 3 clusters Score -3119877 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3120532.500000 Penalty: 3046.379395
	Iteration 16Q: 3 clusters Score -3120532 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3121192.250000 Penalty: 3046.379395
	Iteration 17Q: 3 clusters Score -3121192 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3121787.500000 Penalty: 3046.379395
	Iteration 18Q: 3 clusters Score -3121788 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3122264.500000 Penalty: 3046.379395
	Iteration 19Q: 3 clusters Score -3122264 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3122669.250000 Penalty: 3046.379395
	Iteration 20F: 3 clusters Score -3122669 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3122969.000000 Penalty: 3046.379395
	Iteration 21Q: 3 clusters Score -3122969 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3123174.750000 Penalty: 3046.379395
	Iteration 22Q: 3 clusters Score -3123175 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3123313.000000 Penalty: 3046.379395
	Iteration 23Q: 3 clusters Score -3123313 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3123406.250000 Penalty: 3046.379395
	Iteration 24Q: 3 clusters Score -3123406 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3123470.000000 Penalty: 3046.379395
	Iteration 25Q: 3 clusters Score -3123470 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3123544.500000 Penalty: 3046.379395
	Iteration 26Q: 3 clusters Score -3123544 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3123590.000000 Penalty: 3046.379395
	Iteration 27Q: 3 clusters Score -3123590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3123625.000000 Penalty: 3046.379395
	Iteration 28Q: 3 clusters Score -3123625 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -3123660.750000 Penalty: 3046.379395
	Iteration 29Q: 3 clusters Score -3123661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3123686.000000 Penalty: 3046.379395
	Iteration 30Q: 3 clusters Score -3123686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3123704.000000 Penalty: 3046.379395
	Iteration 31Q: 3 clusters Score -3123704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3123723.750000 Penalty: 3046.379395
	Iteration 32Q: 3 clusters Score -3123724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3123731.750000 Penalty: 3046.379395
	Iteration 33Q: 3 clusters Score -3123732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3123750.250000 Penalty: 3046.379395
	Iteration 34Q: 3 clusters Score -3123750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3123753.000000 Penalty: 3046.379395
	Iteration 35Q: 3 clusters Score -3123753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3123756.750000 Penalty: 3046.379395
	Iteration 36Q: 3 clusters Score -3123757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3123767.250000 Penalty: 3046.379395
	Iteration 37Q: 3 clusters Score -3123767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3123776.000000 Penalty: 3046.379395
	Iteration 38Q: 3 clusters Score -3123776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3123784.000000 Penalty: 3046.379395
	Iteration 39Q: 3 clusters Score -3123784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3123795.250000 Penalty: 3046.379395
	Iteration 40F: 3 clusters Score -3123795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3123803.250000 Penalty: 3046.379395
	Iteration 41Q: 3 clusters Score -3123803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -3123805.000000 Penalty: 3046.379395
	Iteration 42Q: 3 clusters Score -3123805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3123811.500000 Penalty: 3046.379395
	Iteration 43Q: 3 clusters Score -3123812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3123812.000000 Penalty: 3046.379395
	Iteration 44Q: 3 clusters Score -3123812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3123822.500000 Penalty: 3046.379395
	Iteration 45Q: 3 clusters Score -3123822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3123821.500000 Penalty: 3046.379395
	Iteration 46Q: 3 clusters Score -3123822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3123827.750000 Penalty: 3046.379395
	Iteration 47Q: 3 clusters Score -3123828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3123837.750000 Penalty: 3046.379395
	Iteration 48Q: 3 clusters Score -3123838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3123843.250000 Penalty: 3046.379395
	Iteration 49Q: 3 clusters Score -3123843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3123854.250000 Penalty: 3046.379395
	Iteration 50Q: 3 clusters Score -3123854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3123861.000000 Penalty: 3046.379395
	Iteration 51Q: 3 clusters Score -3123861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3123865.500000 Penalty: 3046.379395
	Iteration 52Q: 3 clusters Score -3123866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3123868.250000 Penalty: 3046.379395
	Iteration 53Q: 3 clusters Score -3123868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3123874.750000 Penalty: 3046.379395
	Iteration 54Q: 3 clusters Score -3123875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3123879.250000 Penalty: 3046.379395
	Iteration 55Q: 3 clusters Score -3123879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3123877.500000 Penalty: 3046.379395
	Iteration 56Q: 3 clusters Score -3123878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3123880.750000 Penalty: 3046.379395
	Iteration 57Q: 3 clusters Score -3123881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3123881.500000 Penalty: 3046.379395
	Iteration 58Q: 3 clusters Score -3123882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3123880.000000 Penalty: 3046.379395
	Iteration 59Q: 3 clusters Score -3123880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3123881.750000 Penalty: 3046.379395
	Iteration 60F: 3 clusters Score -3123882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3123883.250000 Penalty: 3046.379395
	Iteration 61Q: 3 clusters Score -3123883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3123889.250000 Penalty: 3046.379395
	Iteration 62Q: 3 clusters Score -3123889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3123883.250000 Penalty: 3046.379395
	Iteration 63Q: 3 clusters Score -3123883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3123886.000000 Penalty: 3046.379395
	Iteration 64Q: 3 clusters Score -3123886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3123886.000000 Penalty: 3046.379395
	Iteration 65F: 3 clusters Score -3123886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Entering Unmasked Estep 
Score: -4535746.500000 Penalty: 1578.027710
	Iteration 0F: 2 clusters Score -4535746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4509332.000000 Penalty: 3156.055420
	Iteration 0F: 3 clusters Score -4509332 nChanged 18637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4519506.500000 Penalty: 3156.055420
	Iteration 1F: 3 clusters Score -4519506 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4520212.500000 Penalty: 3156.055420
	Iteration 2Q: 3 clusters Score -4520212 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4520907.000000 Penalty: 3156.055420
	Iteration 3Q: 3 clusters Score -4520907 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4521698.500000 Penalty: 3156.055420
	Iteration 4Q: 3 clusters Score -4521698 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4522639.500000 Penalty: 3156.055420
	Iteration 5F: 3 clusters Score -4522640 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4523693.500000 Penalty: 3156.055420
	Iteration 6F: 3 clusters Score -4523694 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -4524745.000000 Penalty: 3156.055420
	Iteration 7F: 3 clusters Score -4524745 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4525575.000000 Penalty: 3156.055420
	Iteration 8F: 3 clusters Score -4525575 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4526277.000000 Penalty: 3156.055420
	Iteration 9Q: 3 clusters Score -4526277 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4526799.000000 Penalty: 3156.055420
	Iteration 10Q: 3 clusters Score -4526799 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4527229.000000 Penalty: 3156.055420
	Iteration 11Q: 3 clusters Score -4527229 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4527596.500000 Penalty: 3156.055420
	Iteration 12Q: 3 clusters Score -4527596 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4527920.500000 Penalty: 3156.055420
	Iteration 13Q: 3 clusters Score -4527920 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4528272.000000 Penalty: 3156.055420
	Iteration 14Q: 3 clusters Score -4528272 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4528625.500000 Penalty: 3156.055420
	Iteration 15Q: 3 clusters Score -4528626 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4529082.000000 Penalty: 3156.055420
	Iteration 16Q: 3 clusters Score -4529082 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -4529650.000000 Penalty: 3156.055420
	Iteration 17Q: 3 clusters Score -4529650 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -4530284.000000 Penalty: 3156.055420
	Iteration 18Q: 3 clusters Score -4530284 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -4531012.000000 Penalty: 3156.055420
	Iteration 19Q: 3 clusters Score -4531012 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4531737.500000 Penalty: 3156.055420
	Iteration 20F: 3 clusters Score -4531738 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4532455.500000 Penalty: 3156.055420
	Iteration 21Q: 3 clusters Score -4532456 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4533060.000000 Penalty: 3156.055420
	Iteration 22Q: 3 clusters Score -4533060 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4533491.500000 Penalty: 3156.055420
	Iteration 23Q: 3 clusters Score -4533492 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4533830.500000 Penalty: 3156.055420
	Iteration 24Q: 3 clusters Score -4533830 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4534066.500000 Penalty: 3156.055420
	Iteration 25Q: 3 clusters Score -4534066 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4534231.500000 Penalty: 3156.055420
	Iteration 26Q: 3 clusters Score -4534232 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4534337.000000 Penalty: 3156.055420
	Iteration 27Q: 3 clusters Score -4534337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4534391.000000 Penalty: 3156.055420
	Iteration 28Q: 3 clusters Score -4534391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4534436.000000 Penalty: 3156.055420
	Iteration 29Q: 3 clusters Score -4534436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4534464.000000 Penalty: 3156.055420
	Iteration 30Q: 3 clusters Score -4534464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4534476.500000 Penalty: 3156.055420
	Iteration 31Q: 3 clusters Score -4534476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4534500.000000 Penalty: 3156.055420
	Iteration 32Q: 3 clusters Score -4534500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4534502.000000 Penalty: 3156.055420
	Iteration 33Q: 3 clusters Score -4534502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4534507.500000 Penalty: 3156.055420
	Iteration 34Q: 3 clusters Score -4534508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4534512.000000 Penalty: 3156.055420
	Iteration 35Q: 3 clusters Score -4534512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4534510.000000 Penalty: 3156.055420
	Iteration 36Q: 3 clusters Score -4534510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4534512.500000 Penalty: 3156.055420
	Iteration 37Q: 3 clusters Score -4534512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4534510.500000 Penalty: 3156.055420
	Iteration 38Q: 3 clusters Score -4534510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4534512.500000 Penalty: 3156.055420
	Iteration 39Q: 3 clusters Score -4534512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4534511.000000 Penalty: 3156.055420
	Iteration 40F: 3 clusters Score -4534511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4534513.500000 Penalty: 3156.055420
	Iteration 41Q: 3 clusters Score -4534514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4534514.500000 Penalty: 3156.055420
	Iteration 42Q: 3 clusters Score -4534514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4534515.500000 Penalty: 3156.055420
	Iteration 43Q: 3 clusters Score -4534516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4534515.500000 Penalty: 3156.055420
	Iteration 44F: 3 clusters Score -4534516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Entering Unmasked Estep 
Score: -5364871.500000 Penalty: 1607.963623
	Iteration 0F: 2 clusters Score -5364872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5332546.500000 Penalty: 3215.927246
	Iteration 0F: 3 clusters Score -5332546 nChanged 22794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -5345005.500000 Penalty: 3215.927246
	Iteration 1F: 3 clusters Score -5345006 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -5345562.000000 Penalty: 3215.927246
	Iteration 2Q: 3 clusters Score -5345562 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -5346190.000000 Penalty: 3215.927246
	Iteration 3Q: 3 clusters Score -5346190 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5346934.000000 Penalty: 3215.927246
	Iteration 4Q: 3 clusters Score -5346934 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5347888.000000 Penalty: 3215.927246
	Iteration 5Q: 3 clusters Score -5347888 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -5349149.000000 Penalty: 3215.927246
	Iteration 6F: 3 clusters Score -5349149 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -5350816.500000 Penalty: 3215.927246
	Iteration 7F: 3 clusters Score -5350816 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -5353012.500000 Penalty: 3215.927246
	Iteration 8F: 3 clusters Score -5353012 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5355530.000000 Penalty: 3215.927246
	Iteration 9F: 3 clusters Score -5355530 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -5357936.500000 Penalty: 3215.927246
	Iteration 10F: 3 clusters Score -5357936 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5359972.000000 Penalty: 3215.927246
	Iteration 11Q: 3 clusters Score -5359972 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -5361425.500000 Penalty: 3215.927246
	Iteration 12Q: 3 clusters Score -5361426 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -5362258.000000 Penalty: 3215.927246
	Iteration 13Q: 3 clusters Score -5362258 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -5362781.500000 Penalty: 3215.927246
	Iteration 14Q: 3 clusters Score -5362782 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -5363084.000000 Penalty: 3215.927246
	Iteration 15Q: 3 clusters Score -5363084 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -5363275.500000 Penalty: 3215.927246
	Iteration 16Q: 3 clusters Score -5363276 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -5363407.500000 Penalty: 3215.927246
	Iteration 17Q: 3 clusters Score -5363408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -5363488.000000 Penalty: 3215.927246
	Iteration 18Q: 3 clusters Score -5363488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -5363553.000000 Penalty: 3215.927246
	Iteration 19Q: 3 clusters Score -5363553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -5363587.000000 Penalty: 3215.927246
	Iteration 20F: 3 clusters Score -5363587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -5363599.000000 Penalty: 3215.927246
	Iteration 21Q: 3 clusters Score -5363599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -5363620.000000 Penalty: 3215.927246
	Iteration 22Q: 3 clusters Score -5363620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -5363628.500000 Penalty: 3215.927246
	Iteration 23Q: 3 clusters Score -5363628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -5363630.500000 Penalty: 3215.927246
	Iteration 24Q: 3 clusters Score -5363630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -5363639.000000 Penalty: 3215.927246
	Iteration 25Q: 3 clusters Score -5363639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -5363639.500000 Penalty: 3215.927246
	Iteration 26Q: 3 clusters Score -5363640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -5363640.500000 Penalty: 3215.927246
	Iteration 27Q: 3 clusters Score -5363640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -5363645.000000 Penalty: 3215.927246
	Iteration 28Q: 3 clusters Score -5363645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -5363648.500000 Penalty: 3215.927246
	Iteration 29Q: 3 clusters Score -5363648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -5363647.000000 Penalty: 3215.927246
	Iteration 30Q: 3 clusters Score -5363647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -5363648.500000 Penalty: 3215.927246
	Iteration 31Q: 3 clusters Score -5363648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -5363652.500000 Penalty: 3215.927246
	Iteration 32Q: 3 clusters Score -5363652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -5363656.000000 Penalty: 3215.927246
	Iteration 33Q: 3 clusters Score -5363656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -5363657.500000 Penalty: 3215.927246
	Iteration 34Q: 3 clusters Score -5363658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -5363660.500000 Penalty: 3215.927246
	Iteration 35Q: 3 clusters Score -5363660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -5363659.000000 Penalty: 3215.927246
	Iteration 36Q: 3 clusters Score -5363659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -5363663.000000 Penalty: 3215.927246
	Iteration 37Q: 3 clusters Score -5363663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -5363662.500000 Penalty: 3215.927246
	Iteration 38Q: 3 clusters Score -5363662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -5363663.000000 Penalty: 3215.927246
	Iteration 39Q: 3 clusters Score -5363663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -5363663.000000 Penalty: 3215.927246
	Iteration 40F: 3 clusters Score -5363663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Entering Unmasked Estep 
Score: -2100860.750000 Penalty: 1470.199341
	Iteration 0F: 2 clusters Score -2100861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2088072.750000 Penalty: 2940.398682
	Iteration 0F: 3 clusters Score -2088073 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2092669.250000 Penalty: 2940.398682
	Iteration 1F: 3 clusters Score -2092669 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2093077.625000 Penalty: 2940.398682
	Iteration 2F: 3 clusters Score -2093078 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2093375.250000 Penalty: 2940.398682
	Iteration 3Q: 3 clusters Score -2093375 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2093651.750000 Penalty: 2940.398682
	Iteration 4Q: 3 clusters Score -2093652 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2093875.750000 Penalty: 2940.398682
	Iteration 5Q: 3 clusters Score -2093876 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2094101.625000 Penalty: 2940.398682
	Iteration 6Q: 3 clusters Score -2094102 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2094350.375000 Penalty: 2940.398682
	Iteration 7Q: 3 clusters Score -2094350 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2094610.250000 Penalty: 2940.398682
	Iteration 8Q: 3 clusters Score -2094610 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2094925.500000 Penalty: 2940.398682
	Iteration 9Q: 3 clusters Score -2094926 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2095356.625000 Penalty: 2940.398682
	Iteration 10Q: 3 clusters Score -2095357 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2095912.750000 Penalty: 2940.398682
	Iteration 11Q: 3 clusters Score -2095913 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2096639.750000 Penalty: 2940.398682
	Iteration 12F: 3 clusters Score -2096640 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2097377.250000 Penalty: 2940.398682
	Iteration 13Q: 3 clusters Score -2097377 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2098083.250000 Penalty: 2940.398682
	Iteration 14Q: 3 clusters Score -2098083 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2098632.250000 Penalty: 2940.398682
	Iteration 15Q: 3 clusters Score -2098632 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2098982.250000 Penalty: 2940.398682
	Iteration 16Q: 3 clusters Score -2098982 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2099235.000000 Penalty: 2940.398682
	Iteration 17Q: 3 clusters Score -2099235 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2099404.500000 Penalty: 2940.398682
	Iteration 18Q: 3 clusters Score -2099404 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2099511.250000 Penalty: 2940.398682
	Iteration 19Q: 3 clusters Score -2099511 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2099577.000000 Penalty: 2940.398682
	Iteration 20F: 3 clusters Score -2099577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2099633.500000 Penalty: 2940.398682
	Iteration 21Q: 3 clusters Score -2099634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2099671.500000 Penalty: 2940.398682
	Iteration 22Q: 3 clusters Score -2099672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2099704.000000 Penalty: 2940.398682
	Iteration 23Q: 3 clusters Score -2099704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2099720.500000 Penalty: 2940.398682
	Iteration 24Q: 3 clusters Score -2099720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2099741.500000 Penalty: 2940.398682
	Iteration 25Q: 3 clusters Score -2099742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2099760.500000 Penalty: 2940.398682
	Iteration 26Q: 3 clusters Score -2099760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2099767.000000 Penalty: 2940.398682
	Iteration 27Q: 3 clusters Score -2099767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2099774.000000 Penalty: 2940.398682
	Iteration 28Q: 3 clusters Score -2099774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2099780.500000 Penalty: 2940.398682
	Iteration 29Q: 3 clusters Score -2099780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2099780.500000 Penalty: 2940.398682
	Iteration 30Q: 3 clusters Score -2099780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2099785.500000 Penalty: 2940.398682
	Iteration 31Q: 3 clusters Score -2099786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2099787.000000 Penalty: 2940.398682
	Iteration 32Q: 3 clusters Score -2099787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2099790.250000 Penalty: 2940.398682
	Iteration 33Q: 3 clusters Score -2099790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2099787.250000 Penalty: 2940.398682
	Iteration 34Q: 3 clusters Score -2099787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2099787.250000 Penalty: 2940.398682
	Iteration 35F: 3 clusters Score -2099787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Entering Unmasked Estep 
Score: -4587707.000000 Penalty: 1582.640381
	Iteration 0F: 2 clusters Score -4587707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4560521.500000 Penalty: 3165.280762
	Iteration 0F: 3 clusters Score -4560522 nChanged 19193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -4570887.500000 Penalty: 3165.280762
	Iteration 1F: 3 clusters Score -4570888 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4571432.000000 Penalty: 3165.280762
	Iteration 2Q: 3 clusters Score -4571432 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4571841.500000 Penalty: 3165.280762
	Iteration 3Q: 3 clusters Score -4571842 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4572205.500000 Penalty: 3165.280762
	Iteration 4Q: 3 clusters Score -4572206 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4572506.500000 Penalty: 3165.280762
	Iteration 5Q: 3 clusters Score -4572506 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -4572795.000000 Penalty: 3165.280762
	Iteration 6Q: 3 clusters Score -4572795 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -4573072.000000 Penalty: 3165.280762
	Iteration 7Q: 3 clusters Score -4573072 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4573293.000000 Penalty: 3165.280762
	Iteration 8Q: 3 clusters Score -4573293 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4573530.500000 Penalty: 3165.280762
	Iteration 9Q: 3 clusters Score -4573530 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4573759.000000 Penalty: 3165.280762
	Iteration 10Q: 3 clusters Score -4573759 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4573981.000000 Penalty: 3165.280762
	Iteration 11Q: 3 clusters Score -4573981 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4574279.000000 Penalty: 3165.280762
	Iteration 12Q: 3 clusters Score -4574279 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4574602.000000 Penalty: 3165.280762
	Iteration 13Q: 3 clusters Score -4574602 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4574937.000000 Penalty: 3165.280762
	Iteration 14Q: 3 clusters Score -4574937 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4575315.000000 Penalty: 3165.280762
	Iteration 15Q: 3 clusters Score -4575315 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4575659.000000 Penalty: 3165.280762
	Iteration 16Q: 3 clusters Score -4575659 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4576048.000000 Penalty: 3165.280762
	Iteration 17Q: 3 clusters Score -4576048 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4576486.000000 Penalty: 3165.280762
	Iteration 18Q: 3 clusters Score -4576486 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -4577006.500000 Penalty: 3165.280762
	Iteration 19Q: 3 clusters Score -4577006 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -4577595.500000 Penalty: 3165.280762
	Iteration 20F: 3 clusters Score -4577596 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4578376.000000 Penalty: 3165.280762
	Iteration 21Q: 3 clusters Score -4578376 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -4579304.500000 Penalty: 3165.280762
	Iteration 22Q: 3 clusters Score -4579304 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4580494.000000 Penalty: 3165.280762
	Iteration 23Q: 3 clusters Score -4580494 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4581901.500000 Penalty: 3165.280762
	Iteration 24Q: 3 clusters Score -4581902 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4583385.500000 Penalty: 3165.280762
	Iteration 25Q: 3 clusters Score -4583386 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4584646.500000 Penalty: 3165.280762
	Iteration 26Q: 3 clusters Score -4584646 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4585507.500000 Penalty: 3165.280762
	Iteration 27Q: 3 clusters Score -4585508 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4585966.500000 Penalty: 3165.280762
	Iteration 28Q: 3 clusters Score -4585966 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4586159.500000 Penalty: 3165.280762
	Iteration 29Q: 3 clusters Score -4586160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4586270.500000 Penalty: 3165.280762
	Iteration 30Q: 3 clusters Score -4586270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4586329.500000 Penalty: 3165.280762
	Iteration 31Q: 3 clusters Score -4586330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4586361.500000 Penalty: 3165.280762
	Iteration 32Q: 3 clusters Score -4586362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4586389.000000 Penalty: 3165.280762
	Iteration 33Q: 3 clusters Score -4586389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4586397.500000 Penalty: 3165.280762
	Iteration 34Q: 3 clusters Score -4586398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4586398.500000 Penalty: 3165.280762
	Iteration 35Q: 3 clusters Score -4586398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4586403.500000 Penalty: 3165.280762
	Iteration 36Q: 3 clusters Score -4586404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4586401.500000 Penalty: 3165.280762
	Iteration 37Q: 3 clusters Score -4586402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4586409.500000 Penalty: 3165.280762
	Iteration 38Q: 3 clusters Score -4586410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4586416.500000 Penalty: 3165.280762
	Iteration 39Q: 3 clusters Score -4586416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4586411.000000 Penalty: 3165.280762
	Iteration 40F: 3 clusters Score -4586411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Entering Unmasked Estep 
Score: -1911217.750000 Penalty: 1465.732178
	Iteration 0F: 2 clusters Score -1911218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1898730.250000 Penalty: 2931.464355
	Iteration 0F: 3 clusters Score -1898730 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1903298.375000 Penalty: 2931.464355
	Iteration 1F: 3 clusters Score -1903298 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1903708.500000 Penalty: 2931.464355
	Iteration 2F: 3 clusters Score -1903708 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1904034.625000 Penalty: 2931.464355
	Iteration 3Q: 3 clusters Score -1904035 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1904292.125000 Penalty: 2931.464355
	Iteration 4Q: 3 clusters Score -1904292 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1904498.500000 Penalty: 2931.464355
	Iteration 5Q: 3 clusters Score -1904498 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1904667.750000 Penalty: 2931.464355
	Iteration 6Q: 3 clusters Score -1904668 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1904801.750000 Penalty: 2931.464355
	Iteration 7Q: 3 clusters Score -1904802 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1904914.625000 Penalty: 2931.464355
	Iteration 8Q: 3 clusters Score -1904915 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1905027.500000 Penalty: 2931.464355
	Iteration 9Q: 3 clusters Score -1905028 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1905121.500000 Penalty: 2931.464355
	Iteration 10Q: 3 clusters Score -1905122 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1905196.500000 Penalty: 2931.464355
	Iteration 11Q: 3 clusters Score -1905196 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1905280.500000 Penalty: 2931.464355
	Iteration 12Q: 3 clusters Score -1905280 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1905395.625000 Penalty: 2931.464355
	Iteration 13Q: 3 clusters Score -1905396 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1905531.500000 Penalty: 2931.464355
	Iteration 14Q: 3 clusters Score -1905532 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1905720.500000 Penalty: 2931.464355
	Iteration 15Q: 3 clusters Score -1905720 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1905950.250000 Penalty: 2931.464355
	Iteration 16Q: 3 clusters Score -1905950 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1906251.750000 Penalty: 2931.464355
	Iteration 17Q: 3 clusters Score -1906252 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1906614.125000 Penalty: 2931.464355
	Iteration 18Q: 3 clusters Score -1906614 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1907100.875000 Penalty: 2931.464355
	Iteration 19Q: 3 clusters Score -1907101 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1907676.125000 Penalty: 2931.464355
	Iteration 20F: 3 clusters Score -1907676 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1908313.375000 Penalty: 2931.464355
	Iteration 21Q: 3 clusters Score -1908313 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1908896.750000 Penalty: 2931.464355
	Iteration 22Q: 3 clusters Score -1908897 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1909355.125000 Penalty: 2931.464355
	Iteration 23Q: 3 clusters Score -1909355 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1909641.750000 Penalty: 2931.464355
	Iteration 24Q: 3 clusters Score -1909642 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1909836.500000 Penalty: 2931.464355
	Iteration 25Q: 3 clusters Score -1909836 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1909970.375000 Penalty: 2931.464355
	Iteration 26Q: 3 clusters Score -1909970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1910068.500000 Penalty: 2931.464355
	Iteration 27Q: 3 clusters Score -1910068 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1910137.875000 Penalty: 2931.464355
	Iteration 28Q: 3 clusters Score -1910138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1910201.625000 Penalty: 2931.464355
	Iteration 29Q: 3 clusters Score -1910202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1910237.500000 Penalty: 2931.464355
	Iteration 30Q: 3 clusters Score -1910238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1910259.750000 Penalty: 2931.464355
	Iteration 31Q: 3 clusters Score -1910260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1910273.250000 Penalty: 2931.464355
	Iteration 32Q: 3 clusters Score -1910273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1910293.500000 Penalty: 2931.464355
	Iteration 33Q: 3 clusters Score -1910294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1910304.500000 Penalty: 2931.464355
	Iteration 34Q: 3 clusters Score -1910304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1910319.000000 Penalty: 2931.464355
	Iteration 35Q: 3 clusters Score -1910319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1910327.375000 Penalty: 2931.464355
	Iteration 36Q: 3 clusters Score -1910327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1910341.750000 Penalty: 2931.464355
	Iteration 37Q: 3 clusters Score -1910342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1910346.625000 Penalty: 2931.464355
	Iteration 38Q: 3 clusters Score -1910347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1910352.625000 Penalty: 2931.464355
	Iteration 39Q: 3 clusters Score -1910353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1910361.750000 Penalty: 2931.464355
	Iteration 40F: 3 clusters Score -1910362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1910366.625000 Penalty: 2931.464355
	Iteration 41Q: 3 clusters Score -1910367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1910367.375000 Penalty: 2931.464355
	Iteration 42Q: 3 clusters Score -1910367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1910369.000000 Penalty: 2931.464355
	Iteration 43Q: 3 clusters Score -1910369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1910373.750000 Penalty: 2931.464355
	Iteration 44Q: 3 clusters Score -1910374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1910374.125000 Penalty: 2931.464355
	Iteration 45Q: 3 clusters Score -1910374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1910374.375000 Penalty: 2931.464355
	Iteration 46Q: 3 clusters Score -1910374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1910375.000000 Penalty: 2931.464355
	Iteration 47Q: 3 clusters Score -1910375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1910375.000000 Penalty: 2931.464355
	Iteration 48Q: 3 clusters Score -1910375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1910375.000000 Penalty: 2931.464355
	Iteration 49F: 3 clusters Score -1910375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Entering Unmasked Estep 
Score: -4287685.000000 Penalty: 1571.122925
	Iteration 0F: 2 clusters Score -4287685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4262578.500000 Penalty: 3142.245850
	Iteration 0F: 3 clusters Score -4262578 nChanged 17595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -4272336.500000 Penalty: 3142.245850
	Iteration 1F: 3 clusters Score -4272336 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4272839.000000 Penalty: 3142.245850
	Iteration 2Q: 3 clusters Score -4272839 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4273381.500000 Penalty: 3142.245850
	Iteration 3Q: 3 clusters Score -4273382 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4273923.500000 Penalty: 3142.245850
	Iteration 4Q: 3 clusters Score -4273924 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4274468.500000 Penalty: 3142.245850
	Iteration 5Q: 3 clusters Score -4274468 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4274991.500000 Penalty: 3142.245850
	Iteration 6Q: 3 clusters Score -4274992 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4275605.500000 Penalty: 3142.245850
	Iteration 7Q: 3 clusters Score -4275606 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4276191.000000 Penalty: 3142.245850
	Iteration 8Q: 3 clusters Score -4276191 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4276796.000000 Penalty: 3142.245850
	Iteration 9Q: 3 clusters Score -4276796 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4277334.000000 Penalty: 3142.245850
	Iteration 10Q: 3 clusters Score -4277334 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -4277813.000000 Penalty: 3142.245850
	Iteration 11Q: 3 clusters Score -4277813 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4278241.500000 Penalty: 3142.245850
	Iteration 12Q: 3 clusters Score -4278242 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4278686.500000 Penalty: 3142.245850
	Iteration 13Q: 3 clusters Score -4278686 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4279093.000000 Penalty: 3142.245850
	Iteration 14Q: 3 clusters Score -4279093 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4279444.000000 Penalty: 3142.245850
	Iteration 15Q: 3 clusters Score -4279444 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4279764.500000 Penalty: 3142.245850
	Iteration 16Q: 3 clusters Score -4279764 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -4280108.000000 Penalty: 3142.245850
	Iteration 17Q: 3 clusters Score -4280108 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4280419.500000 Penalty: 3142.245850
	Iteration 18Q: 3 clusters Score -4280420 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4280765.500000 Penalty: 3142.245850
	Iteration 19Q: 3 clusters Score -4280766 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4281084.500000 Penalty: 3142.245850
	Iteration 20F: 3 clusters Score -4281084 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -4281435.500000 Penalty: 3142.245850
	Iteration 21Q: 3 clusters Score -4281436 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -4281828.500000 Penalty: 3142.245850
	Iteration 22Q: 3 clusters Score -4281828 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4282268.000000 Penalty: 3142.245850
	Iteration 23Q: 3 clusters Score -4282268 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4282695.500000 Penalty: 3142.245850
	Iteration 24Q: 3 clusters Score -4282696 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -4283135.000000 Penalty: 3142.245850
	Iteration 25Q: 3 clusters Score -4283135 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4283491.000000 Penalty: 3142.245850
	Iteration 26Q: 3 clusters Score -4283491 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -4283808.500000 Penalty: 3142.245850
	Iteration 27Q: 3 clusters Score -4283808 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -4284131.500000 Penalty: 3142.245850
	Iteration 28Q: 3 clusters Score -4284132 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -4284461.500000 Penalty: 3142.245850
	Iteration 29Q: 3 clusters Score -4284462 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -4284725.500000 Penalty: 3142.245850
	Iteration 30Q: 3 clusters Score -4284726 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4284989.000000 Penalty: 3142.245850
	Iteration 31Q: 3 clusters Score -4284989 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4285280.000000 Penalty: 3142.245850
	Iteration 32Q: 3 clusters Score -4285280 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -4285530.000000 Penalty: 3142.245850
	Iteration 33Q: 3 clusters Score -4285530 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4285740.500000 Penalty: 3142.245850
	Iteration 34Q: 3 clusters Score -4285740 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4285908.000000 Penalty: 3142.245850
	Iteration 35Q: 3 clusters Score -4285908 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4286048.500000 Penalty: 3142.245850
	Iteration 36Q: 3 clusters Score -4286048 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4286157.500000 Penalty: 3142.245850
	Iteration 37Q: 3 clusters Score -4286158 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4286257.500000 Penalty: 3142.245850
	Iteration 38Q: 3 clusters Score -4286258 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4286347.500000 Penalty: 3142.245850
	Iteration 39Q: 3 clusters Score -4286348 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4286412.000000 Penalty: 3142.245850
	Iteration 40F: 3 clusters Score -4286412 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4286456.500000 Penalty: 3142.245850
	Iteration 41Q: 3 clusters Score -4286456 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4286490.500000 Penalty: 3142.245850
	Iteration 42Q: 3 clusters Score -4286490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4286532.500000 Penalty: 3142.245850
	Iteration 43Q: 3 clusters Score -4286532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4286556.500000 Penalty: 3142.245850
	Iteration 44Q: 3 clusters Score -4286556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4286589.000000 Penalty: 3142.245850
	Iteration 45Q: 3 clusters Score -4286589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4286609.000000 Penalty: 3142.245850
	Iteration 46Q: 3 clusters Score -4286609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4286629.000000 Penalty: 3142.245850
	Iteration 47Q: 3 clusters Score -4286629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4286642.500000 Penalty: 3142.245850
	Iteration 48Q: 3 clusters Score -4286642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4286657.000000 Penalty: 3142.245850
	Iteration 49Q: 3 clusters Score -4286657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4286667.500000 Penalty: 3142.245850
	Iteration 50Q: 3 clusters Score -4286668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4286685.500000 Penalty: 3142.245850
	Iteration 51Q: 3 clusters Score -4286686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4286690.000000 Penalty: 3142.245850
	Iteration 52Q: 3 clusters Score -4286690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4286698.500000 Penalty: 3142.245850
	Iteration 53Q: 3 clusters Score -4286698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4286701.500000 Penalty: 3142.245850
	Iteration 54Q: 3 clusters Score -4286702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4286705.000000 Penalty: 3142.245850
	Iteration 55Q: 3 clusters Score -4286705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4286721.500000 Penalty: 3142.245850
	Iteration 56Q: 3 clusters Score -4286722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4286734.500000 Penalty: 3142.245850
	Iteration 57Q: 3 clusters Score -4286734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4286750.000000 Penalty: 3142.245850
	Iteration 58Q: 3 clusters Score -4286750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4286762.000000 Penalty: 3142.245850
	Iteration 59Q: 3 clusters Score -4286762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4286761.000000 Penalty: 3142.245850
	Iteration 60F: 3 clusters Score -4286761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4286769.000000 Penalty: 3142.245850
	Iteration 61Q: 3 clusters Score -4286769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4286774.000000 Penalty: 3142.245850
	Iteration 62Q: 3 clusters Score -4286774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4286779.500000 Penalty: 3142.245850
	Iteration 63Q: 3 clusters Score -4286780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4286780.500000 Penalty: 3142.245850
	Iteration 64Q: 3 clusters Score -4286780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4286779.000000 Penalty: 3142.245850
	Iteration 65Q: 3 clusters Score -4286779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4286779.000000 Penalty: 3142.245850
	Iteration 66Q: 3 clusters Score -4286779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4286786.000000 Penalty: 3142.245850
	Iteration 67Q: 3 clusters Score -4286786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4286782.000000 Penalty: 3142.245850
	Iteration 68Q: 3 clusters Score -4286782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4286789.500000 Penalty: 3142.245850
	Iteration 69Q: 3 clusters Score -4286790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4286790.000000 Penalty: 3142.245850
	Iteration 70Q: 3 clusters Score -4286790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4286791.000000 Penalty: 3142.245850
	Iteration 71Q: 3 clusters Score -4286791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4286795.500000 Penalty: 3142.245850
	Iteration 72Q: 3 clusters Score -4286796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4286795.500000 Penalty: 3142.245850
	Iteration 73Q: 3 clusters Score -4286796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4286796.500000 Penalty: 3142.245850
	Iteration 74Q: 3 clusters Score -4286796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4286799.000000 Penalty: 3142.245850
	Iteration 75Q: 3 clusters Score -4286799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4286801.500000 Penalty: 3142.245850
	Iteration 76Q: 3 clusters Score -4286802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4286807.000000 Penalty: 3142.245850
	Iteration 77Q: 3 clusters Score -4286807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4286801.000000 Penalty: 3142.245850
	Iteration 78Q: 3 clusters Score -4286801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4286805.500000 Penalty: 3142.245850
	Iteration 79Q: 3 clusters Score -4286806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4286806.500000 Penalty: 3142.245850
	Iteration 80F: 3 clusters Score -4286806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4286808.500000 Penalty: 3142.245850
	Iteration 81Q: 3 clusters Score -4286808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4286805.500000 Penalty: 3142.245850
	Iteration 82Q: 3 clusters Score -4286806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4286808.000000 Penalty: 3142.245850
	Iteration 83Q: 3 clusters Score -4286808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4286809.500000 Penalty: 3142.245850
	Iteration 84Q: 3 clusters Score -4286810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4286812.000000 Penalty: 3142.245850
	Iteration 85Q: 3 clusters Score -4286812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4286811.500000 Penalty: 3142.245850
	Iteration 86Q: 3 clusters Score -4286812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4286814.000000 Penalty: 3142.245850
	Iteration 87Q: 3 clusters Score -4286814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4286814.000000 Penalty: 3142.245850
	Iteration 88Q: 3 clusters Score -4286814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4286813.000000 Penalty: 3142.245850
	Iteration 89Q: 3 clusters Score -4286813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4286816.000000 Penalty: 3142.245850
	Iteration 90Q: 3 clusters Score -4286816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4286815.000000 Penalty: 3142.245850
	Iteration 91Q: 3 clusters Score -4286815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4286815.000000 Penalty: 3142.245850
	Iteration 92F: 3 clusters Score -4286815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Entering Unmasked Estep 
Score: -676522.500000 Penalty: 1287.324585
	Iteration 0F: 2 clusters Score -676522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -672347.750000 Penalty: 2574.649170
	Iteration 0F: 3 clusters Score -672347.8 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -673562.500000 Penalty: 2574.649170
	Iteration 1F: 3 clusters Score -673562.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -673763.500000 Penalty: 2574.649170
	Iteration 2F: 3 clusters Score -673763.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -673897.375000 Penalty: 2574.649170
	Iteration 3Q: 3 clusters Score -673897.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -673998.625000 Penalty: 2574.649170
	Iteration 4Q: 3 clusters Score -673998.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -674085.625000 Penalty: 2574.649170
	Iteration 5Q: 3 clusters Score -674085.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -674162.000000 Penalty: 2574.649170
	Iteration 6Q: 3 clusters Score -674162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -674242.687500 Penalty: 2574.649170
	Iteration 7Q: 3 clusters Score -674242.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -674307.687500 Penalty: 2574.649170
	Iteration 8Q: 3 clusters Score -674307.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -674381.062500 Penalty: 2574.649170
	Iteration 9Q: 3 clusters Score -674381.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -674444.687500 Penalty: 2574.649170
	Iteration 10Q: 3 clusters Score -674444.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -674509.250000 Penalty: 2574.649170
	Iteration 11Q: 3 clusters Score -674509.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -674584.250000 Penalty: 2574.649170
	Iteration 12Q: 3 clusters Score -674584.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -674666.375000 Penalty: 2574.649170
	Iteration 13Q: 3 clusters Score -674666.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -674749.000000 Penalty: 2574.649170
	Iteration 14Q: 3 clusters Score -674749 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -674844.437500 Penalty: 2574.649170
	Iteration 15Q: 3 clusters Score -674844.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -674936.250000 Penalty: 2574.649170
	Iteration 16Q: 3 clusters Score -674936.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -675008.812500 Penalty: 2574.649170
	Iteration 17Q: 3 clusters Score -675008.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -675076.812500 Penalty: 2574.649170
	Iteration 18Q: 3 clusters Score -675076.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -675140.750000 Penalty: 2574.649170
	Iteration 19Q: 3 clusters Score -675140.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -675196.875000 Penalty: 2574.649170
	Iteration 20F: 3 clusters Score -675196.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -675240.375000 Penalty: 2574.649170
	Iteration 21Q: 3 clusters Score -675240.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -675274.375000 Penalty: 2574.649170
	Iteration 22Q: 3 clusters Score -675274.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -675303.625000 Penalty: 2574.649170
	Iteration 23Q: 3 clusters Score -675303.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -675318.250000 Penalty: 2574.649170
	Iteration 24Q: 3 clusters Score -675318.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -675331.687500 Penalty: 2574.649170
	Iteration 25Q: 3 clusters Score -675331.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -675341.000000 Penalty: 2574.649170
	Iteration 26Q: 3 clusters Score -675341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -675348.687500 Penalty: 2574.649170
	Iteration 27Q: 3 clusters Score -675348.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -675356.625000 Penalty: 2574.649170
	Iteration 28Q: 3 clusters Score -675356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -675363.812500 Penalty: 2574.649170
	Iteration 29Q: 3 clusters Score -675363.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -675372.750000 Penalty: 2574.649170
	Iteration 30Q: 3 clusters Score -675372.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -675381.125000 Penalty: 2574.649170
	Iteration 31Q: 3 clusters Score -675381.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -675390.937500 Penalty: 2574.649170
	Iteration 32Q: 3 clusters Score -675390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -675396.437500 Penalty: 2574.649170
	Iteration 33Q: 3 clusters Score -675396.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -675400.812500 Penalty: 2574.649170
	Iteration 34Q: 3 clusters Score -675400.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -675406.250000 Penalty: 2574.649170
	Iteration 35Q: 3 clusters Score -675406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -675411.375000 Penalty: 2574.649170
	Iteration 36Q: 3 clusters Score -675411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -675418.687500 Penalty: 2574.649170
	Iteration 37Q: 3 clusters Score -675418.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -675432.000000 Penalty: 2574.649170
	Iteration 38Q: 3 clusters Score -675432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -675438.875000 Penalty: 2574.649170
	Iteration 39Q: 3 clusters Score -675438.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -675447.437500 Penalty: 2574.649170
	Iteration 40F: 3 clusters Score -675447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -675452.312500 Penalty: 2574.649170
	Iteration 41Q: 3 clusters Score -675452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -675455.312500 Penalty: 2574.649170
	Iteration 42Q: 3 clusters Score -675455.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -675458.062500 Penalty: 2574.649170
	Iteration 43Q: 3 clusters Score -675458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -675460.937500 Penalty: 2574.649170
	Iteration 44Q: 3 clusters Score -675460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -675461.312500 Penalty: 2574.649170
	Iteration 45Q: 3 clusters Score -675461.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -675463.375000 Penalty: 2574.649170
	Iteration 46Q: 3 clusters Score -675463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -675463.375000 Penalty: 2574.649170
	Iteration 47F: 3 clusters Score -675463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Entering Unmasked Estep 
Score: -4145279.750000 Penalty: 1565.772583
	Iteration 0F: 2 clusters Score -4145280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4121099.250000 Penalty: 3131.545166
	Iteration 0F: 3 clusters Score -4121099 nChanged 16933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -4130591.500000 Penalty: 3131.545166
	Iteration 1F: 3 clusters Score -4130592 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -4131270.250000 Penalty: 3131.545166
	Iteration 2Q: 3 clusters Score -4131270 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4132029.250000 Penalty: 3131.545166
	Iteration 3Q: 3 clusters Score -4132029 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -4132979.250000 Penalty: 3131.545166
	Iteration 4Q: 3 clusters Score -4132979 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -4134247.750000 Penalty: 3131.545166
	Iteration 5F: 3 clusters Score -4134248 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -4135757.000000 Penalty: 3131.545166
	Iteration 6F: 3 clusters Score -4135757 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -4137494.750000 Penalty: 3131.545166
	Iteration 7F: 3 clusters Score -4137495 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -4139239.500000 Penalty: 3131.545166
	Iteration 8F: 3 clusters Score -4139240 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -4140816.250000 Penalty: 3131.545166
	Iteration 9F: 3 clusters Score -4140816 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4142023.500000 Penalty: 3131.545166
	Iteration 10Q: 3 clusters Score -4142024 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -4142781.250000 Penalty: 3131.545166
	Iteration 11Q: 3 clusters Score -4142781 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4143301.750000 Penalty: 3131.545166
	Iteration 12Q: 3 clusters Score -4143302 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4143666.250000 Penalty: 3131.545166
	Iteration 13Q: 3 clusters Score -4143666 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4143866.500000 Penalty: 3131.545166
	Iteration 14Q: 3 clusters Score -4143866 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4143991.500000 Penalty: 3131.545166
	Iteration 15Q: 3 clusters Score -4143992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4144076.250000 Penalty: 3131.545166
	Iteration 16Q: 3 clusters Score -4144076 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4144152.000000 Penalty: 3131.545166
	Iteration 17Q: 3 clusters Score -4144152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4144211.250000 Penalty: 3131.545166
	Iteration 18Q: 3 clusters Score -4144211 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4144253.750000 Penalty: 3131.545166
	Iteration 19Q: 3 clusters Score -4144254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4144279.250000 Penalty: 3131.545166
	Iteration 20F: 3 clusters Score -4144279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4144299.750000 Penalty: 3131.545166
	Iteration 21Q: 3 clusters Score -4144300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4144327.500000 Penalty: 3131.545166
	Iteration 22Q: 3 clusters Score -4144328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4144335.750000 Penalty: 3131.545166
	Iteration 23Q: 3 clusters Score -4144336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4144359.750000 Penalty: 3131.545166
	Iteration 24Q: 3 clusters Score -4144360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4144363.500000 Penalty: 3131.545166
	Iteration 25Q: 3 clusters Score -4144364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4144369.750000 Penalty: 3131.545166
	Iteration 26Q: 3 clusters Score -4144370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4144380.250000 Penalty: 3131.545166
	Iteration 27Q: 3 clusters Score -4144380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4144387.500000 Penalty: 3131.545166
	Iteration 28Q: 3 clusters Score -4144388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4144394.250000 Penalty: 3131.545166
	Iteration 29Q: 3 clusters Score -4144394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4144399.000000 Penalty: 3131.545166
	Iteration 30Q: 3 clusters Score -4144399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4144396.500000 Penalty: 3131.545166
	Iteration 31Q: 3 clusters Score -4144396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4144397.250000 Penalty: 3131.545166
	Iteration 32Q: 3 clusters Score -4144397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4144406.750000 Penalty: 3131.545166
	Iteration 33Q: 3 clusters Score -4144407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4144408.250000 Penalty: 3131.545166
	Iteration 34Q: 3 clusters Score -4144408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4144414.000000 Penalty: 3131.545166
	Iteration 35Q: 3 clusters Score -4144414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4144415.250000 Penalty: 3131.545166
	Iteration 36Q: 3 clusters Score -4144415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4144423.250000 Penalty: 3131.545166
	Iteration 37Q: 3 clusters Score -4144423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4144421.750000 Penalty: 3131.545166
	Iteration 38Q: 3 clusters Score -4144422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4144424.250000 Penalty: 3131.545166
	Iteration 39Q: 3 clusters Score -4144424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4144424.500000 Penalty: 3131.545166
	Iteration 40F: 3 clusters Score -4144424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4144428.250000 Penalty: 3131.545166
	Iteration 41Q: 3 clusters Score -4144428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4144427.000000 Penalty: 3131.545166
	Iteration 42Q: 3 clusters Score -4144427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4144429.000000 Penalty: 3131.545166
	Iteration 43Q: 3 clusters Score -4144429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4144430.000000 Penalty: 3131.545166
	Iteration 44Q: 3 clusters Score -4144430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4144430.000000 Penalty: 3131.545166
	Iteration 45F: 3 clusters Score -4144430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Entering Unmasked Estep 
Score: -2415129.750000 Penalty: 1484.683838
	Iteration 0F: 2 clusters Score -2415130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2401183.750000 Penalty: 2969.367676
	Iteration 0F: 3 clusters Score -2401184 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2406192.250000 Penalty: 2969.367676
	Iteration 1F: 3 clusters Score -2406192 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2406631.500000 Penalty: 2969.367676
	Iteration 2F: 3 clusters Score -2406632 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2407004.000000 Penalty: 2969.367676
	Iteration 3Q: 3 clusters Score -2407004 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2407309.500000 Penalty: 2969.367676
	Iteration 4Q: 3 clusters Score -2407310 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2407597.750000 Penalty: 2969.367676
	Iteration 5Q: 3 clusters Score -2407598 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2407885.750000 Penalty: 2969.367676
	Iteration 6Q: 3 clusters Score -2407886 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2408188.250000 Penalty: 2969.367676
	Iteration 7Q: 3 clusters Score -2408188 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2408533.500000 Penalty: 2969.367676
	Iteration 8Q: 3 clusters Score -2408534 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2408866.250000 Penalty: 2969.367676
	Iteration 9Q: 3 clusters Score -2408866 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2409216.000000 Penalty: 2969.367676
	Iteration 10Q: 3 clusters Score -2409216 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2409579.750000 Penalty: 2969.367676
	Iteration 11Q: 3 clusters Score -2409580 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2409959.000000 Penalty: 2969.367676
	Iteration 12Q: 3 clusters Score -2409959 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2410347.250000 Penalty: 2969.367676
	Iteration 13Q: 3 clusters Score -2410347 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2410783.000000 Penalty: 2969.367676
	Iteration 14Q: 3 clusters Score -2410783 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2411283.500000 Penalty: 2969.367676
	Iteration 15Q: 3 clusters Score -2411284 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2411811.000000 Penalty: 2969.367676
	Iteration 16Q: 3 clusters Score -2411811 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2412329.000000 Penalty: 2969.367676
	Iteration 17Q: 3 clusters Score -2412329 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2412798.500000 Penalty: 2969.367676
	Iteration 18Q: 3 clusters Score -2412798 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2413195.500000 Penalty: 2969.367676
	Iteration 19Q: 3 clusters Score -2413196 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2413419.250000 Penalty: 2969.367676
	Iteration 20F: 3 clusters Score -2413419 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2413571.500000 Penalty: 2969.367676
	Iteration 21Q: 3 clusters Score -2413572 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2413693.500000 Penalty: 2969.367676
	Iteration 22Q: 3 clusters Score -2413694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2413778.750000 Penalty: 2969.367676
	Iteration 23Q: 3 clusters Score -2413779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2413836.500000 Penalty: 2969.367676
	Iteration 24Q: 3 clusters Score -2413836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2413868.000000 Penalty: 2969.367676
	Iteration 25Q: 3 clusters Score -2413868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2413887.250000 Penalty: 2969.367676
	Iteration 26Q: 3 clusters Score -2413887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2413896.500000 Penalty: 2969.367676
	Iteration 27Q: 3 clusters Score -2413896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2413919.750000 Penalty: 2969.367676
	Iteration 28Q: 3 clusters Score -2413920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2413933.000000 Penalty: 2969.367676
	Iteration 29Q: 3 clusters Score -2413933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2413947.500000 Penalty: 2969.367676
	Iteration 30Q: 3 clusters Score -2413948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2413950.250000 Penalty: 2969.367676
	Iteration 31Q: 3 clusters Score -2413950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2413959.750000 Penalty: 2969.367676
	Iteration 32Q: 3 clusters Score -2413960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2413959.250000 Penalty: 2969.367676
	Iteration 33Q: 3 clusters Score -2413959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2413959.250000 Penalty: 2969.367676
	Iteration 34F: 3 clusters Score -2413959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (92277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Entering Unmasked Estep 
Score: -10208055.000000 Penalty: 1701.163574
	Iteration 0F: 2 clusters Score -1.020806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -10147501.000000 Penalty: 3402.327148
	Iteration 0F: 3 clusters Score -1.01475e+07 nChanged 43492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -10172241.000000 Penalty: 3402.327148
	Iteration 1F: 3 clusters Score -1.017224e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -10173180.000000 Penalty: 3402.327148
	Iteration 2Q: 3 clusters Score -1.017318e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -10174357.000000 Penalty: 3402.327148
	Iteration 3Q: 3 clusters Score -1.017436e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -10175646.000000 Penalty: 3402.327148
	Iteration 4Q: 3 clusters Score -1.017565e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -10177206.000000 Penalty: 3402.327148
	Iteration 5Q: 3 clusters Score -1.017721e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -10179063.000000 Penalty: 3402.327148
	Iteration 6Q: 3 clusters Score -1.017906e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -10181300.000000 Penalty: 3402.327148
	Iteration 7F: 3 clusters Score -1.01813e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -10183733.000000 Penalty: 3402.327148
	Iteration 8F: 3 clusters Score -1.018373e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -10186243.000000 Penalty: 3402.327148
	Iteration 9F: 3 clusters Score -1.018624e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -10188818.000000 Penalty: 3402.327148
	Iteration 10Q: 3 clusters Score -1.018882e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -10191418.000000 Penalty: 3402.327148
	Iteration 11Q: 3 clusters Score -1.019142e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -10194109.000000 Penalty: 3402.327148
	Iteration 12Q: 3 clusters Score -1.019411e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -10196180.000000 Penalty: 3402.327148
	Iteration 13Q: 3 clusters Score -1.019618e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -10197606.000000 Penalty: 3402.327148
	Iteration 14Q: 3 clusters Score -1.019761e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72211 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -10198449.000000 Penalty: 3402.327148
	Iteration 15Q: 3 clusters Score -1.019845e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -10199190.000000 Penalty: 3402.327148
	Iteration 16Q: 3 clusters Score -1.019919e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -10199802.000000 Penalty: 3402.327148
	Iteration 17Q: 3 clusters Score -1.01998e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -10200425.000000 Penalty: 3402.327148
	Iteration 18Q: 3 clusters Score -1.020042e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -10200985.000000 Penalty: 3402.327148
	Iteration 19Q: 3 clusters Score -1.020098e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -10201636.000000 Penalty: 3402.327148
	Iteration 20F: 3 clusters Score -1.020164e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -10202316.000000 Penalty: 3402.327148
	Iteration 21Q: 3 clusters Score -1.020232e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -10202906.000000 Penalty: 3402.327148
	Iteration 22Q: 3 clusters Score -1.020291e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -10203442.000000 Penalty: 3402.327148
	Iteration 23Q: 3 clusters Score -1.020344e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -10203889.000000 Penalty: 3402.327148
	Iteration 24Q: 3 clusters Score -1.020389e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -10204268.000000 Penalty: 3402.327148
	Iteration 25Q: 3 clusters Score -1.020427e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -10204585.000000 Penalty: 3402.327148
	Iteration 26Q: 3 clusters Score -1.020458e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -10204913.000000 Penalty: 3402.327148
	Iteration 27Q: 3 clusters Score -1.020491e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -10205227.000000 Penalty: 3402.327148
	Iteration 28Q: 3 clusters Score -1.020523e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -10205431.000000 Penalty: 3402.327148
	Iteration 29Q: 3 clusters Score -1.020543e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -10205579.000000 Penalty: 3402.327148
	Iteration 30Q: 3 clusters Score -1.020558e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -10205673.000000 Penalty: 3402.327148
	Iteration 31Q: 3 clusters Score -1.020567e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -10205775.000000 Penalty: 3402.327148
	Iteration 32Q: 3 clusters Score -1.020578e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -10205914.000000 Penalty: 3402.327148
	Iteration 33Q: 3 clusters Score -1.020591e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -10205993.000000 Penalty: 3402.327148
	Iteration 34Q: 3 clusters Score -1.020599e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -10206091.000000 Penalty: 3402.327148
	Iteration 35Q: 3 clusters Score -1.020609e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -10206145.000000 Penalty: 3402.327148
	Iteration 36Q: 3 clusters Score -1.020614e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -10206174.000000 Penalty: 3402.327148
	Iteration 37Q: 3 clusters Score -1.020617e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -10206197.000000 Penalty: 3402.327148
	Iteration 38Q: 3 clusters Score -1.02062e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85825 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -10206224.000000 Penalty: 3402.327148
	Iteration 39Q: 3 clusters Score -1.020622e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -10206246.000000 Penalty: 3402.327148
	Iteration 40F: 3 clusters Score -1.020625e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -10206297.000000 Penalty: 3402.327148
	Iteration 41Q: 3 clusters Score -1.02063e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -10206307.000000 Penalty: 3402.327148
	Iteration 42Q: 3 clusters Score -1.020631e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -10206336.000000 Penalty: 3402.327148
	Iteration 43Q: 3 clusters Score -1.020634e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -10206358.000000 Penalty: 3402.327148
	Iteration 44Q: 3 clusters Score -1.020636e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -10206352.000000 Penalty: 3402.327148
	Iteration 45Q: 3 clusters Score -1.020635e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -10206361.000000 Penalty: 3402.327148
	Iteration 46Q: 3 clusters Score -1.020636e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86889 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -10206368.000000 Penalty: 3402.327148
	Iteration 47Q: 3 clusters Score -1.020637e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -10206357.000000 Penalty: 3402.327148
	Iteration 48Q: 3 clusters Score -1.020636e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -10206367.000000 Penalty: 3402.327148
	Iteration 49Q: 3 clusters Score -1.020637e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -10206401.000000 Penalty: 3402.327148
	Iteration 50Q: 3 clusters Score -1.02064e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -10206415.000000 Penalty: 3402.327148
	Iteration 51Q: 3 clusters Score -1.020642e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87279 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -10206437.000000 Penalty: 3402.327148
	Iteration 52Q: 3 clusters Score -1.020644e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -10206440.000000 Penalty: 3402.327148
	Iteration 53Q: 3 clusters Score -1.020644e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -10206443.000000 Penalty: 3402.327148
	Iteration 54Q: 3 clusters Score -1.020644e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -10206451.000000 Penalty: 3402.327148
	Iteration 55Q: 3 clusters Score -1.020645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -10206449.000000 Penalty: 3402.327148
	Iteration 56Q: 3 clusters Score -1.020645e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -10206440.000000 Penalty: 3402.327148
	Iteration 57Q: 3 clusters Score -1.020644e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -10206446.000000 Penalty: 3402.327148
	Iteration 58Q: 3 clusters Score -1.020645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -10206460.000000 Penalty: 3402.327148
	Iteration 59Q: 3 clusters Score -1.020646e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -10206464.000000 Penalty: 3402.327148
	Iteration 60F: 3 clusters Score -1.020646e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -10206473.000000 Penalty: 3402.327148
	Iteration 61Q: 3 clusters Score -1.020647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -10206491.000000 Penalty: 3402.327148
	Iteration 62Q: 3 clusters Score -1.020649e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -10206506.000000 Penalty: 3402.327148
	Iteration 63Q: 3 clusters Score -1.020651e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -10206497.000000 Penalty: 3402.327148
	Iteration 64Q: 3 clusters Score -1.02065e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -10206491.000000 Penalty: 3402.327148
	Iteration 65Q: 3 clusters Score -1.020649e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -10206507.000000 Penalty: 3402.327148
	Iteration 66Q: 3 clusters Score -1.020651e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -10206518.000000 Penalty: 3402.327148
	Iteration 67Q: 3 clusters Score -1.020652e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -10206527.000000 Penalty: 3402.327148
	Iteration 68Q: 3 clusters Score -1.020653e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -10206535.000000 Penalty: 3402.327148
	Iteration 69Q: 3 clusters Score -1.020654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -10206521.000000 Penalty: 3402.327148
	Iteration 70Q: 3 clusters Score -1.020652e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88043 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -10206538.000000 Penalty: 3402.327148
	Iteration 71Q: 3 clusters Score -1.020654e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -10206553.000000 Penalty: 3402.327148
	Iteration 72Q: 3 clusters Score -1.020655e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -10206560.000000 Penalty: 3402.327148
	Iteration 73Q: 3 clusters Score -1.020656e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -10206561.000000 Penalty: 3402.327148
	Iteration 74Q: 3 clusters Score -1.020656e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -10206565.000000 Penalty: 3402.327148
	Iteration 75Q: 3 clusters Score -1.020656e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -10206560.000000 Penalty: 3402.327148
	Iteration 76Q: 3 clusters Score -1.020656e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -10206556.000000 Penalty: 3402.327148
	Iteration 77Q: 3 clusters Score -1.020656e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -10206580.000000 Penalty: 3402.327148
	Iteration 78Q: 3 clusters Score -1.020658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -10206614.000000 Penalty: 3402.327148
	Iteration 79Q: 3 clusters Score -1.020661e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88404 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -10206604.000000 Penalty: 3402.327148
	Iteration 80F: 3 clusters Score -1.02066e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -10206600.000000 Penalty: 3402.327148
	Iteration 81Q: 3 clusters Score -1.02066e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -10206594.000000 Penalty: 3402.327148
	Iteration 82Q: 3 clusters Score -1.020659e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88504 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -10206612.000000 Penalty: 3402.327148
	Iteration 83Q: 3 clusters Score -1.020661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -10206593.000000 Penalty: 3402.327148
	Iteration 84Q: 3 clusters Score -1.020659e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -10206610.000000 Penalty: 3402.327148
	Iteration 85Q: 3 clusters Score -1.020661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -10206612.000000 Penalty: 3402.327148
	Iteration 86Q: 3 clusters Score -1.020661e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -10206619.000000 Penalty: 3402.327148
	Iteration 87Q: 3 clusters Score -1.020662e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -10206622.000000 Penalty: 3402.327148
	Iteration 88Q: 3 clusters Score -1.020662e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -10206653.000000 Penalty: 3402.327148
	Iteration 89Q: 3 clusters Score -1.020665e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -10206653.000000 Penalty: 3402.327148
	Iteration 90Q: 3 clusters Score -1.020665e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -10206666.000000 Penalty: 3402.327148
	Iteration 91Q: 3 clusters Score -1.020667e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -10206661.000000 Penalty: 3402.327148
	Iteration 92Q: 3 clusters Score -1.020666e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -10206681.000000 Penalty: 3402.327148
	Iteration 93Q: 3 clusters Score -1.020668e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89032 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -10206685.000000 Penalty: 3402.327148
	Iteration 94Q: 3 clusters Score -1.020668e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -10206700.000000 Penalty: 3402.327148
	Iteration 95Q: 3 clusters Score -1.02067e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -10206727.000000 Penalty: 3402.327148
	Iteration 96Q: 3 clusters Score -1.020673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -10206746.000000 Penalty: 3402.327148
	Iteration 97Q: 3 clusters Score -1.020675e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -10206753.000000 Penalty: 3402.327148
	Iteration 98Q: 3 clusters Score -1.020675e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -10206775.000000 Penalty: 3402.327148
	Iteration 99Q: 3 clusters Score -1.020678e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -10206781.000000 Penalty: 3402.327148
	Iteration 100F: 3 clusters Score -1.020678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -10206782.000000 Penalty: 3402.327148
	Iteration 101Q: 3 clusters Score -1.020678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -10206796.000000 Penalty: 3402.327148
	Iteration 102Q: 3 clusters Score -1.02068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -10206810.000000 Penalty: 3402.327148
	Iteration 103Q: 3 clusters Score -1.020681e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -10206821.000000 Penalty: 3402.327148
	Iteration 104Q: 3 clusters Score -1.020682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -10206826.000000 Penalty: 3402.327148
	Iteration 105Q: 3 clusters Score -1.020683e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -10206835.000000 Penalty: 3402.327148
	Iteration 106Q: 3 clusters Score -1.020684e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -10206838.000000 Penalty: 3402.327148
	Iteration 107Q: 3 clusters Score -1.020684e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -10206830.000000 Penalty: 3402.327148
	Iteration 108Q: 3 clusters Score -1.020683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -10206843.000000 Penalty: 3402.327148
	Iteration 109Q: 3 clusters Score -1.020684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -10206839.000000 Penalty: 3402.327148
	Iteration 110Q: 3 clusters Score -1.020684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -10206831.000000 Penalty: 3402.327148
	Iteration 111Q: 3 clusters Score -1.020683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89592 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -10206855.000000 Penalty: 3402.327148
	Iteration 112Q: 3 clusters Score -1.020686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89601 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -10206866.000000 Penalty: 3402.327148
	Iteration 113Q: 3 clusters Score -1.020687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -10206878.000000 Penalty: 3402.327148
	Iteration 114Q: 3 clusters Score -1.020688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89623 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -10206890.000000 Penalty: 3402.327148
	Iteration 115Q: 3 clusters Score -1.020689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -10206883.000000 Penalty: 3402.327148
	Iteration 116Q: 3 clusters Score -1.020688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -10206885.000000 Penalty: 3402.327148
	Iteration 117Q: 3 clusters Score -1.020688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -10206882.000000 Penalty: 3402.327148
	Iteration 118Q: 3 clusters Score -1.020688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89667 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -10206888.000000 Penalty: 3402.327148
	Iteration 119Q: 3 clusters Score -1.020689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -10206876.000000 Penalty: 3402.327148
	Iteration 120F: 3 clusters Score -1.020688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -10206886.000000 Penalty: 3402.327148
	Iteration 121Q: 3 clusters Score -1.020689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -10206889.000000 Penalty: 3402.327148
	Iteration 122Q: 3 clusters Score -1.020689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10206888.000000 Penalty: 3402.327148
	Iteration 123Q: 3 clusters Score -1.020689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -10206886.000000 Penalty: 3402.327148
	Iteration 124Q: 3 clusters Score -1.020689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -10206888.000000 Penalty: 3402.327148
	Iteration 125Q: 3 clusters Score -1.020689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -10206902.000000 Penalty: 3402.327148
	Iteration 126Q: 3 clusters Score -1.02069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -10206898.000000 Penalty: 3402.327148
	Iteration 127Q: 3 clusters Score -1.02069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -10206903.000000 Penalty: 3402.327148
	Iteration 128Q: 3 clusters Score -1.02069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -10206911.000000 Penalty: 3402.327148
	Iteration 129Q: 3 clusters Score -1.020691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -10206906.000000 Penalty: 3402.327148
	Iteration 130Q: 3 clusters Score -1.020691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -10206900.000000 Penalty: 3402.327148
	Iteration 131Q: 3 clusters Score -1.02069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -10206907.000000 Penalty: 3402.327148
	Iteration 132Q: 3 clusters Score -1.020691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -10206904.000000 Penalty: 3402.327148
	Iteration 133Q: 3 clusters Score -1.02069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -10206907.000000 Penalty: 3402.327148
	Iteration 134Q: 3 clusters Score -1.020691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -10206897.000000 Penalty: 3402.327148
	Iteration 135Q: 3 clusters Score -1.02069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -10206906.000000 Penalty: 3402.327148
	Iteration 136Q: 3 clusters Score -1.020691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -10206904.000000 Penalty: 3402.327148
	Iteration 137Q: 3 clusters Score -1.02069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -10206904.000000 Penalty: 3402.327148
	Iteration 138Q: 3 clusters Score -1.02069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -10206899.000000 Penalty: 3402.327148
	Iteration 139Q: 3 clusters Score -1.02069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -10206895.000000 Penalty: 3402.327148
	Iteration 140F: 3 clusters Score -1.02069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -10206897.000000 Penalty: 3402.327148
	Iteration 141Q: 3 clusters Score -1.02069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -10206901.000000 Penalty: 3402.327148
	Iteration 142Q: 3 clusters Score -1.02069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -10206887.000000 Penalty: 3402.327148
	Iteration 143Q: 3 clusters Score -1.020689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -10206891.000000 Penalty: 3402.327148
	Iteration 144Q: 3 clusters Score -1.020689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89852 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -10206895.000000 Penalty: 3402.327148
	Iteration 145Q: 3 clusters Score -1.02069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -10206887.000000 Penalty: 3402.327148
	Iteration 146Q: 3 clusters Score -1.020689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89866 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10206886.000000 Penalty: 3402.327148
	Iteration 147Q: 3 clusters Score -1.020689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -10206896.000000 Penalty: 3402.327148
	Iteration 148Q: 3 clusters Score -1.02069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -10206898.000000 Penalty: 3402.327148
	Iteration 149Q: 3 clusters Score -1.02069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -10206895.000000 Penalty: 3402.327148
	Iteration 150Q: 3 clusters Score -1.02069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -10206908.000000 Penalty: 3402.327148
	Iteration 151Q: 3 clusters Score -1.020691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -10206893.000000 Penalty: 3402.327148
	Iteration 152Q: 3 clusters Score -1.020689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10206899.000000 Penalty: 3402.327148
	Iteration 153Q: 3 clusters Score -1.02069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -10206892.000000 Penalty: 3402.327148
	Iteration 154Q: 3 clusters Score -1.020689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -10206897.000000 Penalty: 3402.327148
	Iteration 155Q: 3 clusters Score -1.02069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -10206900.000000 Penalty: 3402.327148
	Iteration 156Q: 3 clusters Score -1.02069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -10206902.000000 Penalty: 3402.327148
	Iteration 157Q: 3 clusters Score -1.02069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -10206901.000000 Penalty: 3402.327148
	Iteration 158Q: 3 clusters Score -1.02069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10206907.000000 Penalty: 3402.327148
	Iteration 159Q: 3 clusters Score -1.020691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10206909.000000 Penalty: 3402.327148
	Iteration 160F: 3 clusters Score -1.020691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -10206913.000000 Penalty: 3402.327148
	Iteration 161Q: 3 clusters Score -1.020691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10206907.000000 Penalty: 3402.327148
	Iteration 162Q: 3 clusters Score -1.020691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -10206904.000000 Penalty: 3402.327148
	Iteration 163Q: 3 clusters Score -1.02069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -10206904.000000 Penalty: 3402.327148
	Iteration 164Q: 3 clusters Score -1.02069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -10206908.000000 Penalty: 3402.327148
	Iteration 165Q: 3 clusters Score -1.020691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -10206910.000000 Penalty: 3402.327148
	Iteration 166Q: 3 clusters Score -1.020691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89991 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10206912.000000 Penalty: 3402.327148
	Iteration 167Q: 3 clusters Score -1.020691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -10206919.000000 Penalty: 3402.327148
	Iteration 168Q: 3 clusters Score -1.020692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10206922.000000 Penalty: 3402.327148
	Iteration 169Q: 3 clusters Score -1.020692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10206913.000000 Penalty: 3402.327148
	Iteration 170Q: 3 clusters Score -1.020691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10206920.000000 Penalty: 3402.327148
	Iteration 171Q: 3 clusters Score -1.020692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10206919.000000 Penalty: 3402.327148
	Iteration 172Q: 3 clusters Score -1.020692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -10206937.000000 Penalty: 3402.327148
	Iteration 173Q: 3 clusters Score -1.020694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90041 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -10206942.000000 Penalty: 3402.327148
	Iteration 174Q: 3 clusters Score -1.020694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -10206943.000000 Penalty: 3402.327148
	Iteration 175Q: 3 clusters Score -1.020694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -10206945.000000 Penalty: 3402.327148
	Iteration 176Q: 3 clusters Score -1.020694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -10206949.000000 Penalty: 3402.327148
	Iteration 177Q: 3 clusters Score -1.020695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -10206946.000000 Penalty: 3402.327148
	Iteration 178Q: 3 clusters Score -1.020695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10206954.000000 Penalty: 3402.327148
	Iteration 179Q: 3 clusters Score -1.020695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -10206968.000000 Penalty: 3402.327148
	Iteration 180F: 3 clusters Score -1.020697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10206958.000000 Penalty: 3402.327148
	Iteration 181Q: 3 clusters Score -1.020696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -10206964.000000 Penalty: 3402.327148
	Iteration 182Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -10206961.000000 Penalty: 3402.327148
	Iteration 183Q: 3 clusters Score -1.020696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10206962.000000 Penalty: 3402.327148
	Iteration 184Q: 3 clusters Score -1.020696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -10206958.000000 Penalty: 3402.327148
	Iteration 185Q: 3 clusters Score -1.020696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -10206971.000000 Penalty: 3402.327148
	Iteration 186Q: 3 clusters Score -1.020697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -10206961.000000 Penalty: 3402.327148
	Iteration 187Q: 3 clusters Score -1.020696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -10206967.000000 Penalty: 3402.327148
	Iteration 188Q: 3 clusters Score -1.020697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -10206965.000000 Penalty: 3402.327148
	Iteration 189Q: 3 clusters Score -1.020696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -10206960.000000 Penalty: 3402.327148
	Iteration 190Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -10206961.000000 Penalty: 3402.327148
	Iteration 191Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10206958.000000 Penalty: 3402.327148
	Iteration 192Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10206967.000000 Penalty: 3402.327148
	Iteration 193Q: 3 clusters Score -1.020697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -10206970.000000 Penalty: 3402.327148
	Iteration 194Q: 3 clusters Score -1.020697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -10206964.000000 Penalty: 3402.327148
	Iteration 195Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -10206953.000000 Penalty: 3402.327148
	Iteration 196Q: 3 clusters Score -1.020695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10206961.000000 Penalty: 3402.327148
	Iteration 197Q: 3 clusters Score -1.020696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -10206966.000000 Penalty: 3402.327148
	Iteration 198Q: 3 clusters Score -1.020697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -10206967.000000 Penalty: 3402.327148
	Iteration 199Q: 3 clusters Score -1.020697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90169 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10206963.000000 Penalty: 3402.327148
	Iteration 200F: 3 clusters Score -1.020696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -10206962.000000 Penalty: 3402.327148
	Iteration 201Q: 3 clusters Score -1.020696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -10206966.000000 Penalty: 3402.327148
	Iteration 202Q: 3 clusters Score -1.020697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90179 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10206963.000000 Penalty: 3402.327148
	Iteration 203Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90181 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10206963.000000 Penalty: 3402.327148
	Iteration 204Q: 3 clusters Score -1.020696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -10206959.000000 Penalty: 3402.327148
	Iteration 205Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10206961.000000 Penalty: 3402.327148
	Iteration 206Q: 3 clusters Score -1.020696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -10206965.000000 Penalty: 3402.327148
	Iteration 207Q: 3 clusters Score -1.020696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -10206964.000000 Penalty: 3402.327148
	Iteration 208Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10206961.000000 Penalty: 3402.327148
	Iteration 209Q: 3 clusters Score -1.020696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -10206962.000000 Penalty: 3402.327148
	Iteration 210Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90199 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -10206958.000000 Penalty: 3402.327148
	Iteration 211Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -10206959.000000 Penalty: 3402.327148
	Iteration 212Q: 3 clusters Score -1.020696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -10206957.000000 Penalty: 3402.327148
	Iteration 213Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90206 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -10206962.000000 Penalty: 3402.327148
	Iteration 214Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -10206964.000000 Penalty: 3402.327148
	Iteration 215Q: 3 clusters Score -1.020696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10206974.000000 Penalty: 3402.327148
	Iteration 216Q: 3 clusters Score -1.020697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10206973.000000 Penalty: 3402.327148
	Iteration 217Q: 3 clusters Score -1.020697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10206973.000000 Penalty: 3402.327148
	Iteration 218F: 3 clusters Score -1.020697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Entering Unmasked Estep 
Score: -2472646.250000 Penalty: 1488.563232
	Iteration 0F: 2 clusters Score -2472646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2458289.000000 Penalty: 2977.126465
	Iteration 0F: 3 clusters Score -2458289 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2463664.750000 Penalty: 2977.126465
	Iteration 1F: 3 clusters Score -2463665 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2464303.500000 Penalty: 2977.126465
	Iteration 2F: 3 clusters Score -2464304 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2464907.000000 Penalty: 2977.126465
	Iteration 3F: 3 clusters Score -2464907 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2465571.000000 Penalty: 2977.126465
	Iteration 4F: 3 clusters Score -2465571 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2466353.750000 Penalty: 2977.126465
	Iteration 5F: 3 clusters Score -2466354 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2467168.500000 Penalty: 2977.126465
	Iteration 6F: 3 clusters Score -2467168 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2467989.250000 Penalty: 2977.126465
	Iteration 7F: 3 clusters Score -2467989 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2468740.000000 Penalty: 2977.126465
	Iteration 8F: 3 clusters Score -2468740 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2469378.500000 Penalty: 2977.126465
	Iteration 9Q: 3 clusters Score -2469378 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2469921.250000 Penalty: 2977.126465
	Iteration 10Q: 3 clusters Score -2469921 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2470366.000000 Penalty: 2977.126465
	Iteration 11Q: 3 clusters Score -2470366 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2470685.000000 Penalty: 2977.126465
	Iteration 12Q: 3 clusters Score -2470685 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2470946.000000 Penalty: 2977.126465
	Iteration 13Q: 3 clusters Score -2470946 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2471152.000000 Penalty: 2977.126465
	Iteration 14Q: 3 clusters Score -2471152 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2471294.250000 Penalty: 2977.126465
	Iteration 15Q: 3 clusters Score -2471294 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2471394.250000 Penalty: 2977.126465
	Iteration 16Q: 3 clusters Score -2471394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2471468.000000 Penalty: 2977.126465
	Iteration 17Q: 3 clusters Score -2471468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2471503.250000 Penalty: 2977.126465
	Iteration 18Q: 3 clusters Score -2471503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2471520.500000 Penalty: 2977.126465
	Iteration 19Q: 3 clusters Score -2471520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2471540.000000 Penalty: 2977.126465
	Iteration 20F: 3 clusters Score -2471540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2471554.500000 Penalty: 2977.126465
	Iteration 21Q: 3 clusters Score -2471554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2471562.000000 Penalty: 2977.126465
	Iteration 22Q: 3 clusters Score -2471562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2471579.750000 Penalty: 2977.126465
	Iteration 23Q: 3 clusters Score -2471580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2471584.500000 Penalty: 2977.126465
	Iteration 24Q: 3 clusters Score -2471584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2471591.500000 Penalty: 2977.126465
	Iteration 25Q: 3 clusters Score -2471592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2471595.000000 Penalty: 2977.126465
	Iteration 26Q: 3 clusters Score -2471595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2471596.500000 Penalty: 2977.126465
	Iteration 27Q: 3 clusters Score -2471596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2471595.250000 Penalty: 2977.126465
	Iteration 28Q: 3 clusters Score -2471595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2471598.000000 Penalty: 2977.126465
	Iteration 29Q: 3 clusters Score -2471598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2471598.000000 Penalty: 2977.126465
	Iteration 30F: 3 clusters Score -2471598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Entering Unmasked Estep 
Score: -2143390.750000 Penalty: 1467.308716
	Iteration 0F: 2 clusters Score -2143391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2130879.000000 Penalty: 2934.617432
	Iteration 0F: 3 clusters Score -2130879 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2135316.500000 Penalty: 2934.617432
	Iteration 1F: 3 clusters Score -2135316 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2135835.000000 Penalty: 2934.617432
	Iteration 2F: 3 clusters Score -2135835 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2136314.500000 Penalty: 2934.617432
	Iteration 3F: 3 clusters Score -2136314 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2136819.250000 Penalty: 2934.617432
	Iteration 4F: 3 clusters Score -2136819 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2137313.500000 Penalty: 2934.617432
	Iteration 5F: 3 clusters Score -2137314 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2137820.750000 Penalty: 2934.617432
	Iteration 6F: 3 clusters Score -2137821 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2138280.000000 Penalty: 2934.617432
	Iteration 7Q: 3 clusters Score -2138280 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2138717.000000 Penalty: 2934.617432
	Iteration 8Q: 3 clusters Score -2138717 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2139104.750000 Penalty: 2934.617432
	Iteration 9Q: 3 clusters Score -2139105 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2139426.500000 Penalty: 2934.617432
	Iteration 10Q: 3 clusters Score -2139426 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2139739.000000 Penalty: 2934.617432
	Iteration 11Q: 3 clusters Score -2139739 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2140018.250000 Penalty: 2934.617432
	Iteration 12Q: 3 clusters Score -2140018 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2140282.500000 Penalty: 2934.617432
	Iteration 13Q: 3 clusters Score -2140282 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2140557.000000 Penalty: 2934.617432
	Iteration 14Q: 3 clusters Score -2140557 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2140831.750000 Penalty: 2934.617432
	Iteration 15Q: 3 clusters Score -2140832 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2141095.750000 Penalty: 2934.617432
	Iteration 16Q: 3 clusters Score -2141096 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2141337.500000 Penalty: 2934.617432
	Iteration 17Q: 3 clusters Score -2141338 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2141534.500000 Penalty: 2934.617432
	Iteration 18Q: 3 clusters Score -2141534 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2141697.250000 Penalty: 2934.617432
	Iteration 19Q: 3 clusters Score -2141697 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2141842.000000 Penalty: 2934.617432
	Iteration 20F: 3 clusters Score -2141842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2141930.750000 Penalty: 2934.617432
	Iteration 21Q: 3 clusters Score -2141931 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2141998.500000 Penalty: 2934.617432
	Iteration 22Q: 3 clusters Score -2141998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2142063.000000 Penalty: 2934.617432
	Iteration 23Q: 3 clusters Score -2142063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2142103.000000 Penalty: 2934.617432
	Iteration 24Q: 3 clusters Score -2142103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2142137.500000 Penalty: 2934.617432
	Iteration 25Q: 3 clusters Score -2142138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2142165.000000 Penalty: 2934.617432
	Iteration 26Q: 3 clusters Score -2142165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2142180.250000 Penalty: 2934.617432
	Iteration 27Q: 3 clusters Score -2142180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2142189.000000 Penalty: 2934.617432
	Iteration 28Q: 3 clusters Score -2142189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2142197.250000 Penalty: 2934.617432
	Iteration 29Q: 3 clusters Score -2142197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2142197.250000 Penalty: 2934.617432
	Iteration 30Q: 3 clusters Score -2142197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2142196.500000 Penalty: 2934.617432
	Iteration 31Q: 3 clusters Score -2142196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2142199.750000 Penalty: 2934.617432
	Iteration 32Q: 3 clusters Score -2142200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2142204.250000 Penalty: 2934.617432
	Iteration 33Q: 3 clusters Score -2142204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2142207.750000 Penalty: 2934.617432
	Iteration 34Q: 3 clusters Score -2142208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2142210.500000 Penalty: 2934.617432
	Iteration 35Q: 3 clusters Score -2142210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2142213.250000 Penalty: 2934.617432
	Iteration 36Q: 3 clusters Score -2142213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2142217.250000 Penalty: 2934.617432
	Iteration 37Q: 3 clusters Score -2142217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2142219.500000 Penalty: 2934.617432
	Iteration 38Q: 3 clusters Score -2142220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2142216.500000 Penalty: 2934.617432
	Iteration 39Q: 3 clusters Score -2142216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2142216.500000 Penalty: 2934.617432
	Iteration 40F: 3 clusters Score -2142216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -307487.031250 Penalty: 1187.732788
	Iteration 0F: 2 clusters Score -307487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -305109.500000 Penalty: 2375.465576
	Iteration 0F: 3 clusters Score -305109.5 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -305721.093750 Penalty: 2375.465576
	Iteration 1F: 3 clusters Score -305721.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -305874.250000 Penalty: 2375.465576
	Iteration 2F: 3 clusters Score -305874.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -305973.468750 Penalty: 2375.465576
	Iteration 3Q: 3 clusters Score -305973.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -306060.906250 Penalty: 2375.465576
	Iteration 4Q: 3 clusters Score -306060.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -306153.500000 Penalty: 2375.465576
	Iteration 5Q: 3 clusters Score -306153.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -306217.906250 Penalty: 2375.465576
	Iteration 6Q: 3 clusters Score -306217.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -306273.250000 Penalty: 2375.465576
	Iteration 7Q: 3 clusters Score -306273.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -306326.906250 Penalty: 2375.465576
	Iteration 8Q: 3 clusters Score -306326.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -306374.125000 Penalty: 2375.465576
	Iteration 9Q: 3 clusters Score -306374.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -306405.843750 Penalty: 2375.465576
	Iteration 10Q: 3 clusters Score -306405.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -306434.656250 Penalty: 2375.465576
	Iteration 11Q: 3 clusters Score -306434.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -306464.750000 Penalty: 2375.465576
	Iteration 12Q: 3 clusters Score -306464.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -306492.750000 Penalty: 2375.465576
	Iteration 13Q: 3 clusters Score -306492.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -306520.750000 Penalty: 2375.465576
	Iteration 14Q: 3 clusters Score -306520.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -306545.312500 Penalty: 2375.465576
	Iteration 15Q: 3 clusters Score -306545.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -306570.406250 Penalty: 2375.465576
	Iteration 16Q: 3 clusters Score -306570.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -306588.375000 Penalty: 2375.465576
	Iteration 17Q: 3 clusters Score -306588.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -306602.343750 Penalty: 2375.465576
	Iteration 18Q: 3 clusters Score -306602.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -306617.125000 Penalty: 2375.465576
	Iteration 19Q: 3 clusters Score -306617.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -306633.968750 Penalty: 2375.465576
	Iteration 20F: 3 clusters Score -306634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -306649.812500 Penalty: 2375.465576
	Iteration 21Q: 3 clusters Score -306649.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -306661.281250 Penalty: 2375.465576
	Iteration 22Q: 3 clusters Score -306661.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -306670.937500 Penalty: 2375.465576
	Iteration 23Q: 3 clusters Score -306670.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -306683.843750 Penalty: 2375.465576
	Iteration 24Q: 3 clusters Score -306683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -306697.093750 Penalty: 2375.465576
	Iteration 25Q: 3 clusters Score -306697.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -306705.500000 Penalty: 2375.465576
	Iteration 26Q: 3 clusters Score -306705.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -306712.187500 Penalty: 2375.465576
	Iteration 27Q: 3 clusters Score -306712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -306715.843750 Penalty: 2375.465576
	Iteration 28Q: 3 clusters Score -306715.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -306721.937500 Penalty: 2375.465576
	Iteration 29Q: 3 clusters Score -306721.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -306729.343750 Penalty: 2375.465576
	Iteration 30Q: 3 clusters Score -306729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -306734.468750 Penalty: 2375.465576
	Iteration 31Q: 3 clusters Score -306734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -306741.031250 Penalty: 2375.465576
	Iteration 32Q: 3 clusters Score -306741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -306745.468750 Penalty: 2375.465576
	Iteration 33Q: 3 clusters Score -306745.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -306748.562500 Penalty: 2375.465576
	Iteration 34Q: 3 clusters Score -306748.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -306752.406250 Penalty: 2375.465576
	Iteration 35Q: 3 clusters Score -306752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -306757.500000 Penalty: 2375.465576
	Iteration 36Q: 3 clusters Score -306757.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -306763.312500 Penalty: 2375.465576
	Iteration 37Q: 3 clusters Score -306763.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -306769.812500 Penalty: 2375.465576
	Iteration 38Q: 3 clusters Score -306769.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -306776.375000 Penalty: 2375.465576
	Iteration 39Q: 3 clusters Score -306776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -306782.312500 Penalty: 2375.465576
	Iteration 40F: 3 clusters Score -306782.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -306788.875000 Penalty: 2375.465576
	Iteration 41Q: 3 clusters Score -306788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -306794.843750 Penalty: 2375.465576
	Iteration 42Q: 3 clusters Score -306794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -306803.062500 Penalty: 2375.465576
	Iteration 43Q: 3 clusters Score -306803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -306810.406250 Penalty: 2375.465576
	Iteration 44Q: 3 clusters Score -306810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -306813.625000 Penalty: 2375.465576
	Iteration 45Q: 3 clusters Score -306813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -306816.625000 Penalty: 2375.465576
	Iteration 46Q: 3 clusters Score -306816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -306821.531250 Penalty: 2375.465576
	Iteration 47Q: 3 clusters Score -306821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -306825.343750 Penalty: 2375.465576
	Iteration 48Q: 3 clusters Score -306825.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -306833.312500 Penalty: 2375.465576
	Iteration 49Q: 3 clusters Score -306833.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -306840.906250 Penalty: 2375.465576
	Iteration 50Q: 3 clusters Score -306840.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -306845.968750 Penalty: 2375.465576
	Iteration 51Q: 3 clusters Score -306846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -306852.093750 Penalty: 2375.465576
	Iteration 52Q: 3 clusters Score -306852.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -306861.031250 Penalty: 2375.465576
	Iteration 53Q: 3 clusters Score -306861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -306868.625000 Penalty: 2375.465576
	Iteration 54Q: 3 clusters Score -306868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -306872.093750 Penalty: 2375.465576
	Iteration 55Q: 3 clusters Score -306872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -306875.343750 Penalty: 2375.465576
	Iteration 56Q: 3 clusters Score -306875.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -306881.968750 Penalty: 2375.465576
	Iteration 57Q: 3 clusters Score -306882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -306889.250000 Penalty: 2375.465576
	Iteration 58Q: 3 clusters Score -306889.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -306899.250000 Penalty: 2375.465576
	Iteration 59Q: 3 clusters Score -306899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -306906.718750 Penalty: 2375.465576
	Iteration 60F: 3 clusters Score -306906.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -306912.187500 Penalty: 2375.465576
	Iteration 61Q: 3 clusters Score -306912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -306917.343750 Penalty: 2375.465576
	Iteration 62Q: 3 clusters Score -306917.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -306921.562500 Penalty: 2375.465576
	Iteration 63Q: 3 clusters Score -306921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -306924.875000 Penalty: 2375.465576
	Iteration 64Q: 3 clusters Score -306924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -306929.125000 Penalty: 2375.465576
	Iteration 65Q: 3 clusters Score -306929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -306933.343750 Penalty: 2375.465576
	Iteration 66Q: 3 clusters Score -306933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -306934.343750 Penalty: 2375.465576
	Iteration 67Q: 3 clusters Score -306934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -306935.281250 Penalty: 2375.465576
	Iteration 68Q: 3 clusters Score -306935.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -306936.593750 Penalty: 2375.465576
	Iteration 69Q: 3 clusters Score -306936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -306938.843750 Penalty: 2375.465576
	Iteration 70Q: 3 clusters Score -306938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -306940.968750 Penalty: 2375.465576
	Iteration 71Q: 3 clusters Score -306941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -306940.968750 Penalty: 2375.465576
	Iteration 72F: 3 clusters Score -306941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Entering Unmasked Estep 
Score: -2003118.750000 Penalty: 1457.895264
	Iteration 0F: 2 clusters Score -2003119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1991286.500000 Penalty: 2915.790527
	Iteration 0F: 3 clusters Score -1991286 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1995467.125000 Penalty: 2915.790527
	Iteration 1F: 3 clusters Score -1995467 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1995885.000000 Penalty: 2915.790527
	Iteration 2F: 3 clusters Score -1995885 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1996237.250000 Penalty: 2915.790527
	Iteration 3Q: 3 clusters Score -1996237 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1996558.500000 Penalty: 2915.790527
	Iteration 4Q: 3 clusters Score -1996558 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1996855.750000 Penalty: 2915.790527
	Iteration 5Q: 3 clusters Score -1996856 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1997126.500000 Penalty: 2915.790527
	Iteration 6Q: 3 clusters Score -1997126 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1997382.375000 Penalty: 2915.790527
	Iteration 7Q: 3 clusters Score -1997382 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1997643.625000 Penalty: 2915.790527
	Iteration 8Q: 3 clusters Score -1997644 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1997921.625000 Penalty: 2915.790527
	Iteration 9Q: 3 clusters Score -1997922 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1998260.750000 Penalty: 2915.790527
	Iteration 10Q: 3 clusters Score -1998261 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1998664.375000 Penalty: 2915.790527
	Iteration 11Q: 3 clusters Score -1998664 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1999134.125000 Penalty: 2915.790527
	Iteration 12Q: 3 clusters Score -1999134 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1999657.750000 Penalty: 2915.790527
	Iteration 13Q: 3 clusters Score -1999658 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2000205.000000 Penalty: 2915.790527
	Iteration 14Q: 3 clusters Score -2000205 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2000686.625000 Penalty: 2915.790527
	Iteration 15Q: 3 clusters Score -2000687 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2001050.250000 Penalty: 2915.790527
	Iteration 16Q: 3 clusters Score -2001050 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2001339.875000 Penalty: 2915.790527
	Iteration 17Q: 3 clusters Score -2001340 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2001545.000000 Penalty: 2915.790527
	Iteration 18Q: 3 clusters Score -2001545 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2001665.375000 Penalty: 2915.790527
	Iteration 19Q: 3 clusters Score -2001665 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2001756.750000 Penalty: 2915.790527
	Iteration 20F: 3 clusters Score -2001757 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2001817.375000 Penalty: 2915.790527
	Iteration 21Q: 3 clusters Score -2001817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2001865.875000 Penalty: 2915.790527
	Iteration 22Q: 3 clusters Score -2001866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2001893.375000 Penalty: 2915.790527
	Iteration 23Q: 3 clusters Score -2001893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2001919.000000 Penalty: 2915.790527
	Iteration 24Q: 3 clusters Score -2001919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2001933.125000 Penalty: 2915.790527
	Iteration 25Q: 3 clusters Score -2001933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2001945.875000 Penalty: 2915.790527
	Iteration 26Q: 3 clusters Score -2001946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2001955.500000 Penalty: 2915.790527
	Iteration 27Q: 3 clusters Score -2001956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2001965.375000 Penalty: 2915.790527
	Iteration 28Q: 3 clusters Score -2001965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2001971.875000 Penalty: 2915.790527
	Iteration 29Q: 3 clusters Score -2001972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2001975.000000 Penalty: 2915.790527
	Iteration 30Q: 3 clusters Score -2001975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2001979.250000 Penalty: 2915.790527
	Iteration 31Q: 3 clusters Score -2001979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2001990.750000 Penalty: 2915.790527
	Iteration 32Q: 3 clusters Score -2001991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2001990.250000 Penalty: 2915.790527
	Iteration 33Q: 3 clusters Score -2001990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2001993.875000 Penalty: 2915.790527
	Iteration 34Q: 3 clusters Score -2001994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2001996.125000 Penalty: 2915.790527
	Iteration 35Q: 3 clusters Score -2001996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2001996.125000 Penalty: 2915.790527
	Iteration 36F: 3 clusters Score -2001996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -422245.593750 Penalty: 1238.408447
	Iteration 0F: 2 clusters Score -422245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -419165.125000 Penalty: 2476.816895
	Iteration 0F: 3 clusters Score -419165.1 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -420098.968750 Penalty: 2476.816895
	Iteration 1F: 3 clusters Score -420099 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -420299.531250 Penalty: 2476.816895
	Iteration 2F: 3 clusters Score -420299.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -420422.031250 Penalty: 2476.816895
	Iteration 3Q: 3 clusters Score -420422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -420507.843750 Penalty: 2476.816895
	Iteration 4Q: 3 clusters Score -420507.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -420576.218750 Penalty: 2476.816895
	Iteration 5Q: 3 clusters Score -420576.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -420624.093750 Penalty: 2476.816895
	Iteration 6Q: 3 clusters Score -420624.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -420653.843750 Penalty: 2476.816895
	Iteration 7Q: 3 clusters Score -420653.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -420676.343750 Penalty: 2476.816895
	Iteration 8Q: 3 clusters Score -420676.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -420698.500000 Penalty: 2476.816895
	Iteration 9Q: 3 clusters Score -420698.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -420721.406250 Penalty: 2476.816895
	Iteration 10Q: 3 clusters Score -420721.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -420745.625000 Penalty: 2476.816895
	Iteration 11Q: 3 clusters Score -420745.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -420762.500000 Penalty: 2476.816895
	Iteration 12Q: 3 clusters Score -420762.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -420775.343750 Penalty: 2476.816895
	Iteration 13Q: 3 clusters Score -420775.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -420783.781250 Penalty: 2476.816895
	Iteration 14Q: 3 clusters Score -420783.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -420790.875000 Penalty: 2476.816895
	Iteration 15Q: 3 clusters Score -420790.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -420796.937500 Penalty: 2476.816895
	Iteration 16Q: 3 clusters Score -420796.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -420801.312500 Penalty: 2476.816895
	Iteration 17Q: 3 clusters Score -420801.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -420804.312500 Penalty: 2476.816895
	Iteration 18Q: 3 clusters Score -420804.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -420807.437500 Penalty: 2476.816895
	Iteration 19Q: 3 clusters Score -420807.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -420809.625000 Penalty: 2476.816895
	Iteration 20F: 3 clusters Score -420809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -420812.875000 Penalty: 2476.816895
	Iteration 21Q: 3 clusters Score -420812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -420816.156250 Penalty: 2476.816895
	Iteration 22Q: 3 clusters Score -420816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -420819.531250 Penalty: 2476.816895
	Iteration 23Q: 3 clusters Score -420819.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -420823.156250 Penalty: 2476.816895
	Iteration 24Q: 3 clusters Score -420823.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -420823.875000 Penalty: 2476.816895
	Iteration 25Q: 3 clusters Score -420823.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -420827.625000 Penalty: 2476.816895
	Iteration 26Q: 3 clusters Score -420827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -420828.937500 Penalty: 2476.816895
	Iteration 27Q: 3 clusters Score -420828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -420830.093750 Penalty: 2476.816895
	Iteration 28Q: 3 clusters Score -420830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -420831.062500 Penalty: 2476.816895
	Iteration 29Q: 3 clusters Score -420831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -420831.562500 Penalty: 2476.816895
	Iteration 30Q: 3 clusters Score -420831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -420831.625000 Penalty: 2476.816895
	Iteration 31Q: 3 clusters Score -420831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -420831.625000 Penalty: 2476.816895
	Iteration 32F: 3 clusters Score -420831.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -188268.250000 Penalty: 1110.206543
	Iteration 0F: 2 clusters Score -188268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186574.281250 Penalty: 2220.413086
	Iteration 0F: 3 clusters Score -186574.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -186988.937500 Penalty: 2220.413086
	Iteration 1F: 3 clusters Score -186988.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -187120.343750 Penalty: 2220.413086
	Iteration 2F: 3 clusters Score -187120.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -187181.750000 Penalty: 2220.413086
	Iteration 3Q: 3 clusters Score -187181.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -187222.250000 Penalty: 2220.413086
	Iteration 4Q: 3 clusters Score -187222.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -187248.125000 Penalty: 2220.413086
	Iteration 5Q: 3 clusters Score -187248.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -187263.609375 Penalty: 2220.413086
	Iteration 6Q: 3 clusters Score -187263.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -187273.109375 Penalty: 2220.413086
	Iteration 7Q: 3 clusters Score -187273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -187279.000000 Penalty: 2220.413086
	Iteration 8Q: 3 clusters Score -187279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -187284.406250 Penalty: 2220.413086
	Iteration 9Q: 3 clusters Score -187284.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -187291.031250 Penalty: 2220.413086
	Iteration 10Q: 3 clusters Score -187291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -187294.062500 Penalty: 2220.413086
	Iteration 11Q: 3 clusters Score -187294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -187298.734375 Penalty: 2220.413086
	Iteration 12Q: 3 clusters Score -187298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -187306.437500 Penalty: 2220.413086
	Iteration 13Q: 3 clusters Score -187306.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -187313.531250 Penalty: 2220.413086
	Iteration 14Q: 3 clusters Score -187313.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -187322.296875 Penalty: 2220.413086
	Iteration 15Q: 3 clusters Score -187322.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -187328.406250 Penalty: 2220.413086
	Iteration 16Q: 3 clusters Score -187328.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -187331.593750 Penalty: 2220.413086
	Iteration 17Q: 3 clusters Score -187331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -187336.781250 Penalty: 2220.413086
	Iteration 18Q: 3 clusters Score -187336.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -187343.812500 Penalty: 2220.413086
	Iteration 19Q: 3 clusters Score -187343.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -187347.500000 Penalty: 2220.413086
	Iteration 20F: 3 clusters Score -187347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -187349.703125 Penalty: 2220.413086
	Iteration 21Q: 3 clusters Score -187349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -187352.218750 Penalty: 2220.413086
	Iteration 22Q: 3 clusters Score -187352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -187353.687500 Penalty: 2220.413086
	Iteration 23Q: 3 clusters Score -187353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -187355.093750 Penalty: 2220.413086
	Iteration 24Q: 3 clusters Score -187355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -187357.671875 Penalty: 2220.413086
	Iteration 25Q: 3 clusters Score -187357.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -187358.500000 Penalty: 2220.413086
	Iteration 26Q: 3 clusters Score -187358.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -187358.718750 Penalty: 2220.413086
	Iteration 27Q: 3 clusters Score -187358.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -187358.718750 Penalty: 2220.413086
	Iteration 28F: 3 clusters Score -187358.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Entering Unmasked Estep 
Score: -2577229.750000 Penalty: 1495.235596
	Iteration 0F: 2 clusters Score -2577230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2562090.000000 Penalty: 2990.471191
	Iteration 0F: 3 clusters Score -2562090 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2567845.250000 Penalty: 2990.471191
	Iteration 1F: 3 clusters Score -2567845 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2568381.750000 Penalty: 2990.471191
	Iteration 2F: 3 clusters Score -2568382 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2568848.500000 Penalty: 2990.471191
	Iteration 3F: 3 clusters Score -2568848 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2569295.250000 Penalty: 2990.471191
	Iteration 4Q: 3 clusters Score -2569295 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2569784.250000 Penalty: 2990.471191
	Iteration 5Q: 3 clusters Score -2569784 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2570274.250000 Penalty: 2990.471191
	Iteration 6Q: 3 clusters Score -2570274 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2570806.250000 Penalty: 2990.471191
	Iteration 7Q: 3 clusters Score -2570806 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2571272.000000 Penalty: 2990.471191
	Iteration 8Q: 3 clusters Score -2571272 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2571684.500000 Penalty: 2990.471191
	Iteration 9Q: 3 clusters Score -2571684 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2572041.250000 Penalty: 2990.471191
	Iteration 10Q: 3 clusters Score -2572041 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2572380.000000 Penalty: 2990.471191
	Iteration 11Q: 3 clusters Score -2572380 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2572674.000000 Penalty: 2990.471191
	Iteration 12Q: 3 clusters Score -2572674 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2572982.000000 Penalty: 2990.471191
	Iteration 13Q: 3 clusters Score -2572982 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2573271.000000 Penalty: 2990.471191
	Iteration 14Q: 3 clusters Score -2573271 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2573557.000000 Penalty: 2990.471191
	Iteration 15Q: 3 clusters Score -2573557 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2573850.000000 Penalty: 2990.471191
	Iteration 16Q: 3 clusters Score -2573850 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2574147.500000 Penalty: 2990.471191
	Iteration 17Q: 3 clusters Score -2574148 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2574399.000000 Penalty: 2990.471191
	Iteration 18Q: 3 clusters Score -2574399 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2574652.500000 Penalty: 2990.471191
	Iteration 19Q: 3 clusters Score -2574652 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2574898.750000 Penalty: 2990.471191
	Iteration 20F: 3 clusters Score -2574899 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2575127.000000 Penalty: 2990.471191
	Iteration 21Q: 3 clusters Score -2575127 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2575314.000000 Penalty: 2990.471191
	Iteration 22Q: 3 clusters Score -2575314 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2575484.250000 Penalty: 2990.471191
	Iteration 23Q: 3 clusters Score -2575484 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2575614.000000 Penalty: 2990.471191
	Iteration 24Q: 3 clusters Score -2575614 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2575722.000000 Penalty: 2990.471191
	Iteration 25Q: 3 clusters Score -2575722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2575790.750000 Penalty: 2990.471191
	Iteration 26Q: 3 clusters Score -2575791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2575846.750000 Penalty: 2990.471191
	Iteration 27Q: 3 clusters Score -2575847 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2575904.750000 Penalty: 2990.471191
	Iteration 28Q: 3 clusters Score -2575905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2575950.000000 Penalty: 2990.471191
	Iteration 29Q: 3 clusters Score -2575950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2575978.250000 Penalty: 2990.471191
	Iteration 30Q: 3 clusters Score -2575978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2576004.250000 Penalty: 2990.471191
	Iteration 31Q: 3 clusters Score -2576004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2576028.250000 Penalty: 2990.471191
	Iteration 32Q: 3 clusters Score -2576028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2576041.750000 Penalty: 2990.471191
	Iteration 33Q: 3 clusters Score -2576042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2576057.500000 Penalty: 2990.471191
	Iteration 34Q: 3 clusters Score -2576058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2576072.250000 Penalty: 2990.471191
	Iteration 35Q: 3 clusters Score -2576072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2576087.000000 Penalty: 2990.471191
	Iteration 36Q: 3 clusters Score -2576087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2576098.250000 Penalty: 2990.471191
	Iteration 37Q: 3 clusters Score -2576098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2576104.750000 Penalty: 2990.471191
	Iteration 38Q: 3 clusters Score -2576105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2576111.750000 Penalty: 2990.471191
	Iteration 39Q: 3 clusters Score -2576112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2576112.250000 Penalty: 2990.471191
	Iteration 40F: 3 clusters Score -2576112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2576114.000000 Penalty: 2990.471191
	Iteration 41Q: 3 clusters Score -2576114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2576113.250000 Penalty: 2990.471191
	Iteration 42Q: 3 clusters Score -2576113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2576113.250000 Penalty: 2990.471191
	Iteration 43F: 3 clusters Score -2576113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -1687547.750000 Penalty: 1431.505005
	Iteration 0F: 2 clusters Score -1687548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1677691.000000 Penalty: 2863.010010
	Iteration 0F: 3 clusters Score -1677691 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1681025.750000 Penalty: 2863.010010
	Iteration 1F: 3 clusters Score -1681026 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1681435.125000 Penalty: 2863.010010
	Iteration 2F: 3 clusters Score -1681435 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1681789.750000 Penalty: 2863.010010
	Iteration 3F: 3 clusters Score -1681790 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1682153.000000 Penalty: 2863.010010
	Iteration 4Q: 3 clusters Score -1682153 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1682577.000000 Penalty: 2863.010010
	Iteration 5F: 3 clusters Score -1682577 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1683052.875000 Penalty: 2863.010010
	Iteration 6F: 3 clusters Score -1683053 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1683558.125000 Penalty: 2863.010010
	Iteration 7F: 3 clusters Score -1683558 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1684062.625000 Penalty: 2863.010010
	Iteration 8F: 3 clusters Score -1684063 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1684560.000000 Penalty: 2863.010010
	Iteration 9Q: 3 clusters Score -1684560 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1684989.125000 Penalty: 2863.010010
	Iteration 10Q: 3 clusters Score -1684989 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1685326.875000 Penalty: 2863.010010
	Iteration 11Q: 3 clusters Score -1685327 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1685608.625000 Penalty: 2863.010010
	Iteration 12Q: 3 clusters Score -1685609 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1685802.750000 Penalty: 2863.010010
	Iteration 13Q: 3 clusters Score -1685803 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1685946.125000 Penalty: 2863.010010
	Iteration 14Q: 3 clusters Score -1685946 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1686070.625000 Penalty: 2863.010010
	Iteration 15Q: 3 clusters Score -1686071 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1686156.875000 Penalty: 2863.010010
	Iteration 16Q: 3 clusters Score -1686157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1686214.500000 Penalty: 2863.010010
	Iteration 17Q: 3 clusters Score -1686214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1686277.375000 Penalty: 2863.010010
	Iteration 18Q: 3 clusters Score -1686277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1686314.250000 Penalty: 2863.010010
	Iteration 19Q: 3 clusters Score -1686314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1686339.375000 Penalty: 2863.010010
	Iteration 20F: 3 clusters Score -1686339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1686360.000000 Penalty: 2863.010010
	Iteration 21Q: 3 clusters Score -1686360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1686380.875000 Penalty: 2863.010010
	Iteration 22Q: 3 clusters Score -1686381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1686394.750000 Penalty: 2863.010010
	Iteration 23Q: 3 clusters Score -1686395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1686412.500000 Penalty: 2863.010010
	Iteration 24Q: 3 clusters Score -1686412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1686428.250000 Penalty: 2863.010010
	Iteration 25Q: 3 clusters Score -1686428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1686432.750000 Penalty: 2863.010010
	Iteration 26Q: 3 clusters Score -1686433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1686438.375000 Penalty: 2863.010010
	Iteration 27Q: 3 clusters Score -1686438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1686439.500000 Penalty: 2863.010010
	Iteration 28Q: 3 clusters Score -1686440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1686440.625000 Penalty: 2863.010010
	Iteration 29Q: 3 clusters Score -1686441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1686442.000000 Penalty: 2863.010010
	Iteration 30Q: 3 clusters Score -1686442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1686441.625000 Penalty: 2863.010010
	Iteration 31Q: 3 clusters Score -1686442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1686441.625000 Penalty: 2863.010010
	Iteration 32F: 3 clusters Score -1686442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Entering Unmasked Estep 
Score: -2734011.250000 Penalty: 1503.301147
	Iteration 0F: 2 clusters Score -2734011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2718015.000000 Penalty: 3006.602295
	Iteration 0F: 3 clusters Score -2718015 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2723897.500000 Penalty: 3006.602295
	Iteration 1F: 3 clusters Score -2723898 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2724462.500000 Penalty: 3006.602295
	Iteration 2F: 3 clusters Score -2724462 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2725065.500000 Penalty: 3006.602295
	Iteration 3F: 3 clusters Score -2725066 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2725783.500000 Penalty: 3006.602295
	Iteration 4F: 3 clusters Score -2725784 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2726641.750000 Penalty: 3006.602295
	Iteration 5F: 3 clusters Score -2726642 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2727555.250000 Penalty: 3006.602295
	Iteration 6F: 3 clusters Score -2727555 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2728531.250000 Penalty: 3006.602295
	Iteration 7F: 3 clusters Score -2728531 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2729458.250000 Penalty: 3006.602295
	Iteration 8F: 3 clusters Score -2729458 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2730268.000000 Penalty: 3006.602295
	Iteration 9Q: 3 clusters Score -2730268 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2730965.750000 Penalty: 3006.602295
	Iteration 10Q: 3 clusters Score -2730966 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2731490.250000 Penalty: 3006.602295
	Iteration 11Q: 3 clusters Score -2731490 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2731864.750000 Penalty: 3006.602295
	Iteration 12Q: 3 clusters Score -2731865 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2732154.000000 Penalty: 3006.602295
	Iteration 13Q: 3 clusters Score -2732154 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2732369.250000 Penalty: 3006.602295
	Iteration 14Q: 3 clusters Score -2732369 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2732515.250000 Penalty: 3006.602295
	Iteration 15Q: 3 clusters Score -2732515 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2732606.750000 Penalty: 3006.602295
	Iteration 16Q: 3 clusters Score -2732607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2732662.500000 Penalty: 3006.602295
	Iteration 17Q: 3 clusters Score -2732662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2732699.500000 Penalty: 3006.602295
	Iteration 18Q: 3 clusters Score -2732700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2732736.250000 Penalty: 3006.602295
	Iteration 19Q: 3 clusters Score -2732736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2732770.000000 Penalty: 3006.602295
	Iteration 20F: 3 clusters Score -2732770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2732798.500000 Penalty: 3006.602295
	Iteration 21Q: 3 clusters Score -2732798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2732821.500000 Penalty: 3006.602295
	Iteration 22Q: 3 clusters Score -2732822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2732837.750000 Penalty: 3006.602295
	Iteration 23Q: 3 clusters Score -2732838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2732849.250000 Penalty: 3006.602295
	Iteration 24Q: 3 clusters Score -2732849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2732853.500000 Penalty: 3006.602295
	Iteration 25Q: 3 clusters Score -2732854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2732859.000000 Penalty: 3006.602295
	Iteration 26Q: 3 clusters Score -2732859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2732856.750000 Penalty: 3006.602295
	Iteration 27Q: 3 clusters Score -2732857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2732861.500000 Penalty: 3006.602295
	Iteration 28Q: 3 clusters Score -2732862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2732867.250000 Penalty: 3006.602295
	Iteration 29Q: 3 clusters Score -2732867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2732872.250000 Penalty: 3006.602295
	Iteration 30Q: 3 clusters Score -2732872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2732871.000000 Penalty: 3006.602295
	Iteration 31Q: 3 clusters Score -2732871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2732876.750000 Penalty: 3006.602295
	Iteration 32Q: 3 clusters Score -2732877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2732875.250000 Penalty: 3006.602295
	Iteration 33Q: 3 clusters Score -2732875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2732878.000000 Penalty: 3006.602295
	Iteration 34Q: 3 clusters Score -2732878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2732878.000000 Penalty: 3006.602295
	Iteration 35F: 3 clusters Score -2732878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -299439.375000 Penalty: 1182.245972
	Iteration 0F: 2 clusters Score -299439.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -297079.531250 Penalty: 2364.491943
	Iteration 0F: 3 clusters Score -297079.5 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -297710.093750 Penalty: 2364.491943
	Iteration 1F: 3 clusters Score -297710.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -297861.000000 Penalty: 2364.491943
	Iteration 2F: 3 clusters Score -297861 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -297953.437500 Penalty: 2364.491943
	Iteration 3Q: 3 clusters Score -297953.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -298023.000000 Penalty: 2364.491943
	Iteration 4Q: 3 clusters Score -298023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -298066.593750 Penalty: 2364.491943
	Iteration 5Q: 3 clusters Score -298066.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -298094.031250 Penalty: 2364.491943
	Iteration 6Q: 3 clusters Score -298094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -298112.750000 Penalty: 2364.491943
	Iteration 7Q: 3 clusters Score -298112.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -298127.062500 Penalty: 2364.491943
	Iteration 8Q: 3 clusters Score -298127.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -298141.687500 Penalty: 2364.491943
	Iteration 9Q: 3 clusters Score -298141.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -298155.437500 Penalty: 2364.491943
	Iteration 10Q: 3 clusters Score -298155.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -298169.906250 Penalty: 2364.491943
	Iteration 11Q: 3 clusters Score -298169.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -298183.656250 Penalty: 2364.491943
	Iteration 12Q: 3 clusters Score -298183.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -298191.000000 Penalty: 2364.491943
	Iteration 13Q: 3 clusters Score -298191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -298194.500000 Penalty: 2364.491943
	Iteration 14Q: 3 clusters Score -298194.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -298198.968750 Penalty: 2364.491943
	Iteration 15Q: 3 clusters Score -298199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -298203.406250 Penalty: 2364.491943
	Iteration 16Q: 3 clusters Score -298203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -298204.187500 Penalty: 2364.491943
	Iteration 17Q: 3 clusters Score -298204.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -298204.187500 Penalty: 2364.491943
	Iteration 18F: 3 clusters Score -298204.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Entering Unmasked Estep 
Score: -1327114.875000 Penalty: 1399.096436
	Iteration 0F: 2 clusters Score -1327115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1319022.625000 Penalty: 2798.192871
	Iteration 0F: 3 clusters Score -1319023 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1321687.500000 Penalty: 2798.192871
	Iteration 1F: 3 clusters Score -1321688 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1322059.000000 Penalty: 2798.192871
	Iteration 2F: 3 clusters Score -1322059 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1322393.625000 Penalty: 2798.192871
	Iteration 3F: 3 clusters Score -1322394 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1322758.375000 Penalty: 2798.192871
	Iteration 4F: 3 clusters Score -1322758 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1323193.250000 Penalty: 2798.192871
	Iteration 5F: 3 clusters Score -1323193 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1323676.375000 Penalty: 2798.192871
	Iteration 6F: 3 clusters Score -1323676 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1324178.125000 Penalty: 2798.192871
	Iteration 7F: 3 clusters Score -1324178 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1324640.875000 Penalty: 2798.192871
	Iteration 8Q: 3 clusters Score -1324641 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1325012.750000 Penalty: 2798.192871
	Iteration 9Q: 3 clusters Score -1325013 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1325294.375000 Penalty: 2798.192871
	Iteration 10Q: 3 clusters Score -1325294 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1325508.125000 Penalty: 2798.192871
	Iteration 11Q: 3 clusters Score -1325508 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1325673.750000 Penalty: 2798.192871
	Iteration 12Q: 3 clusters Score -1325674 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1325780.375000 Penalty: 2798.192871
	Iteration 13Q: 3 clusters Score -1325780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1325846.250000 Penalty: 2798.192871
	Iteration 14Q: 3 clusters Score -1325846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1325900.750000 Penalty: 2798.192871
	Iteration 15Q: 3 clusters Score -1325901 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1325945.250000 Penalty: 2798.192871
	Iteration 16Q: 3 clusters Score -1325945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1325976.000000 Penalty: 2798.192871
	Iteration 17Q: 3 clusters Score -1325976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1326007.500000 Penalty: 2798.192871
	Iteration 18Q: 3 clusters Score -1326008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1326017.250000 Penalty: 2798.192871
	Iteration 19Q: 3 clusters Score -1326017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1326033.625000 Penalty: 2798.192871
	Iteration 20F: 3 clusters Score -1326034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1326043.750000 Penalty: 2798.192871
	Iteration 21Q: 3 clusters Score -1326044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1326050.500000 Penalty: 2798.192871
	Iteration 22Q: 3 clusters Score -1326050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1326057.500000 Penalty: 2798.192871
	Iteration 23Q: 3 clusters Score -1326058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1326061.000000 Penalty: 2798.192871
	Iteration 24Q: 3 clusters Score -1326061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1326061.250000 Penalty: 2798.192871
	Iteration 25Q: 3 clusters Score -1326061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1326060.125000 Penalty: 2798.192871
	Iteration 26Q: 3 clusters Score -1326060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1326059.750000 Penalty: 2798.192871
	Iteration 27Q: 3 clusters Score -1326060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1326059.750000 Penalty: 2798.192871
	Iteration 28F: 3 clusters Score -1326060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -154168.468750 Penalty: 1089.491333
	Iteration 0F: 2 clusters Score -154168.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -152590.234375 Penalty: 2178.982666
	Iteration 0F: 3 clusters Score -152590.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -152977.937500 Penalty: 2178.982666
	Iteration 1F: 3 clusters Score -152977.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -153111.609375 Penalty: 2178.982666
	Iteration 2F: 3 clusters Score -153111.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -153188.843750 Penalty: 2178.982666
	Iteration 3Q: 3 clusters Score -153188.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -153235.828125 Penalty: 2178.982666
	Iteration 4Q: 3 clusters Score -153235.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -153259.937500 Penalty: 2178.982666
	Iteration 5Q: 3 clusters Score -153259.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -153276.187500 Penalty: 2178.982666
	Iteration 6Q: 3 clusters Score -153276.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153283.671875 Penalty: 2178.982666
	Iteration 7Q: 3 clusters Score -153283.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -153291.437500 Penalty: 2178.982666
	Iteration 8Q: 3 clusters Score -153291.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -153297.687500 Penalty: 2178.982666
	Iteration 9Q: 3 clusters Score -153297.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153307.078125 Penalty: 2178.982666
	Iteration 10Q: 3 clusters Score -153307.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153311.187500 Penalty: 2178.982666
	Iteration 11Q: 3 clusters Score -153311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -153315.468750 Penalty: 2178.982666
	Iteration 12Q: 3 clusters Score -153315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153320.500000 Penalty: 2178.982666
	Iteration 13Q: 3 clusters Score -153320.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -153324.906250 Penalty: 2178.982666
	Iteration 14Q: 3 clusters Score -153324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -153329.765625 Penalty: 2178.982666
	Iteration 15Q: 3 clusters Score -153329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -153335.343750 Penalty: 2178.982666
	Iteration 16Q: 3 clusters Score -153335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -153338.718750 Penalty: 2178.982666
	Iteration 17Q: 3 clusters Score -153338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -153339.875000 Penalty: 2178.982666
	Iteration 18Q: 3 clusters Score -153339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -153339.984375 Penalty: 2178.982666
	Iteration 19Q: 3 clusters Score -153340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -153340.578125 Penalty: 2178.982666
	Iteration 20F: 3 clusters Score -153340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -153341.406250 Penalty: 2178.982666
	Iteration 21Q: 3 clusters Score -153341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -153342.625000 Penalty: 2178.982666
	Iteration 22Q: 3 clusters Score -153342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -153343.453125 Penalty: 2178.982666
	Iteration 23Q: 3 clusters Score -153343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -153344.015625 Penalty: 2178.982666
	Iteration 24Q: 3 clusters Score -153344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -153344.437500 Penalty: 2178.982666
	Iteration 25Q: 3 clusters Score -153344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -153344.437500 Penalty: 2178.982666
	Iteration 26F: 3 clusters Score -153344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Entering Unmasked Estep 
Score: -2184593.500000 Penalty: 1475.714966
	Iteration 0F: 2 clusters Score -2184594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2171424.250000 Penalty: 2951.429932
	Iteration 0F: 3 clusters Score -2171424 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2176154.250000 Penalty: 2951.429932
	Iteration 1F: 3 clusters Score -2176154 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2176557.750000 Penalty: 2951.429932
	Iteration 2F: 3 clusters Score -2176558 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2176899.250000 Penalty: 2951.429932
	Iteration 3Q: 3 clusters Score -2176899 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2177164.750000 Penalty: 2951.429932
	Iteration 4Q: 3 clusters Score -2177165 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2177413.000000 Penalty: 2951.429932
	Iteration 5Q: 3 clusters Score -2177413 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2177668.250000 Penalty: 2951.429932
	Iteration 6Q: 3 clusters Score -2177668 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2177986.250000 Penalty: 2951.429932
	Iteration 7Q: 3 clusters Score -2177986 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2178353.250000 Penalty: 2951.429932
	Iteration 8Q: 3 clusters Score -2178353 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2178808.250000 Penalty: 2951.429932
	Iteration 9Q: 3 clusters Score -2178808 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2179386.750000 Penalty: 2951.429932
	Iteration 10Q: 3 clusters Score -2179387 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2180076.750000 Penalty: 2951.429932
	Iteration 11Q: 3 clusters Score -2180077 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2180778.500000 Penalty: 2951.429932
	Iteration 12Q: 3 clusters Score -2180778 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2181403.750000 Penalty: 2951.429932
	Iteration 13Q: 3 clusters Score -2181404 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2181911.500000 Penalty: 2951.429932
	Iteration 14Q: 3 clusters Score -2181912 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2182323.250000 Penalty: 2951.429932
	Iteration 15Q: 3 clusters Score -2182323 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2182651.750000 Penalty: 2951.429932
	Iteration 16Q: 3 clusters Score -2182652 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2182853.500000 Penalty: 2951.429932
	Iteration 17Q: 3 clusters Score -2182854 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2183000.750000 Penalty: 2951.429932
	Iteration 18Q: 3 clusters Score -2183001 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2183115.500000 Penalty: 2951.429932
	Iteration 19Q: 3 clusters Score -2183116 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2183197.250000 Penalty: 2951.429932
	Iteration 20F: 3 clusters Score -2183197 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2183264.000000 Penalty: 2951.429932
	Iteration 21Q: 3 clusters Score -2183264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2183314.000000 Penalty: 2951.429932
	Iteration 22Q: 3 clusters Score -2183314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2183347.000000 Penalty: 2951.429932
	Iteration 23Q: 3 clusters Score -2183347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2183368.750000 Penalty: 2951.429932
	Iteration 24Q: 3 clusters Score -2183369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2183381.750000 Penalty: 2951.429932
	Iteration 25Q: 3 clusters Score -2183382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2183406.500000 Penalty: 2951.429932
	Iteration 26Q: 3 clusters Score -2183406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2183421.250000 Penalty: 2951.429932
	Iteration 27Q: 3 clusters Score -2183421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2183433.250000 Penalty: 2951.429932
	Iteration 28Q: 3 clusters Score -2183433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2183439.500000 Penalty: 2951.429932
	Iteration 29Q: 3 clusters Score -2183440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2183451.250000 Penalty: 2951.429932
	Iteration 30Q: 3 clusters Score -2183451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2183452.500000 Penalty: 2951.429932
	Iteration 31Q: 3 clusters Score -2183452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2183452.500000 Penalty: 2951.429932
	Iteration 32Q: 3 clusters Score -2183452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2183458.250000 Penalty: 2951.429932
	Iteration 33Q: 3 clusters Score -2183458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2183459.000000 Penalty: 2951.429932
	Iteration 34Q: 3 clusters Score -2183459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2183457.250000 Penalty: 2951.429932
	Iteration 35Q: 3 clusters Score -2183457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2183463.000000 Penalty: 2951.429932
	Iteration 36Q: 3 clusters Score -2183463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2183467.000000 Penalty: 2951.429932
	Iteration 37Q: 3 clusters Score -2183467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2183469.250000 Penalty: 2951.429932
	Iteration 38Q: 3 clusters Score -2183469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2183469.250000 Penalty: 2951.429932
	Iteration 39F: 3 clusters Score -2183469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -136741.640625 Penalty: 1062.970337
	Iteration 0F: 2 clusters Score -136741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -135309.703125 Penalty: 2125.940674
	Iteration 0F: 3 clusters Score -135309.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135653.984375 Penalty: 2125.940674
	Iteration 1F: 3 clusters Score -135654 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135744.859375 Penalty: 2125.940674
	Iteration 2F: 3 clusters Score -135744.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135780.593750 Penalty: 2125.940674
	Iteration 3Q: 3 clusters Score -135780.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -135809.875000 Penalty: 2125.940674
	Iteration 4Q: 3 clusters Score -135809.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135823.406250 Penalty: 2125.940674
	Iteration 5Q: 3 clusters Score -135823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135832.406250 Penalty: 2125.940674
	Iteration 6Q: 3 clusters Score -135832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -135836.687500 Penalty: 2125.940674
	Iteration 7Q: 3 clusters Score -135836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135841.640625 Penalty: 2125.940674
	Iteration 8Q: 3 clusters Score -135841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -135844.250000 Penalty: 2125.940674
	Iteration 9Q: 3 clusters Score -135844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -135847.250000 Penalty: 2125.940674
	Iteration 10Q: 3 clusters Score -135847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135852.421875 Penalty: 2125.940674
	Iteration 11Q: 3 clusters Score -135852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135855.437500 Penalty: 2125.940674
	Iteration 12Q: 3 clusters Score -135855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135856.781250 Penalty: 2125.940674
	Iteration 13Q: 3 clusters Score -135856.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -135856.781250 Penalty: 2125.940674
	Iteration 14F: 3 clusters Score -135856.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Entering Unmasked Estep 
Score: -3071584.000000 Penalty: 1521.311401
	Iteration 0F: 2 clusters Score -3071584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3053589.250000 Penalty: 3042.622803
	Iteration 0F: 3 clusters Score -3053589 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3060444.500000 Penalty: 3042.622803
	Iteration 1F: 3 clusters Score -3060444 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3060977.750000 Penalty: 3042.622803
	Iteration 2F: 3 clusters Score -3060978 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3061535.250000 Penalty: 3042.622803
	Iteration 3F: 3 clusters Score -3061535 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3062176.250000 Penalty: 3042.622803
	Iteration 4F: 3 clusters Score -3062176 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3062862.250000 Penalty: 3042.622803
	Iteration 5F: 3 clusters Score -3062862 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -3063709.500000 Penalty: 3042.622803
	Iteration 6F: 3 clusters Score -3063710 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3064601.500000 Penalty: 3042.622803
	Iteration 7F: 3 clusters Score -3064602 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3065604.750000 Penalty: 3042.622803
	Iteration 8F: 3 clusters Score -3065605 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3066562.500000 Penalty: 3042.622803
	Iteration 9F: 3 clusters Score -3066562 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3067337.750000 Penalty: 3042.622803
	Iteration 10Q: 3 clusters Score -3067338 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3068052.000000 Penalty: 3042.622803
	Iteration 11Q: 3 clusters Score -3068052 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3068642.250000 Penalty: 3042.622803
	Iteration 12Q: 3 clusters Score -3068642 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3069130.000000 Penalty: 3042.622803
	Iteration 13Q: 3 clusters Score -3069130 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3069518.000000 Penalty: 3042.622803
	Iteration 14Q: 3 clusters Score -3069518 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3069778.500000 Penalty: 3042.622803
	Iteration 15Q: 3 clusters Score -3069778 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3069968.250000 Penalty: 3042.622803
	Iteration 16Q: 3 clusters Score -3069968 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3070107.250000 Penalty: 3042.622803
	Iteration 17Q: 3 clusters Score -3070107 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3070166.000000 Penalty: 3042.622803
	Iteration 18Q: 3 clusters Score -3070166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3070222.000000 Penalty: 3042.622803
	Iteration 19Q: 3 clusters Score -3070222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3070263.500000 Penalty: 3042.622803
	Iteration 20F: 3 clusters Score -3070264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3070288.250000 Penalty: 3042.622803
	Iteration 21Q: 3 clusters Score -3070288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3070313.500000 Penalty: 3042.622803
	Iteration 22Q: 3 clusters Score -3070314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3070330.500000 Penalty: 3042.622803
	Iteration 23Q: 3 clusters Score -3070330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3070356.500000 Penalty: 3042.622803
	Iteration 24Q: 3 clusters Score -3070356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3070371.500000 Penalty: 3042.622803
	Iteration 25Q: 3 clusters Score -3070372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3070390.750000 Penalty: 3042.622803
	Iteration 26Q: 3 clusters Score -3070391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3070406.750000 Penalty: 3042.622803
	Iteration 27Q: 3 clusters Score -3070407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3070419.250000 Penalty: 3042.622803
	Iteration 28Q: 3 clusters Score -3070419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3070423.750000 Penalty: 3042.622803
	Iteration 29Q: 3 clusters Score -3070424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3070429.500000 Penalty: 3042.622803
	Iteration 30Q: 3 clusters Score -3070430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3070434.500000 Penalty: 3042.622803
	Iteration 31Q: 3 clusters Score -3070434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3070433.000000 Penalty: 3042.622803
	Iteration 32Q: 3 clusters Score -3070433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3070433.000000 Penalty: 3042.622803
	Iteration 33Q: 3 clusters Score -3070433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3070435.000000 Penalty: 3042.622803
	Iteration 34Q: 3 clusters Score -3070435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3070437.500000 Penalty: 3042.622803
	Iteration 35Q: 3 clusters Score -3070438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3070441.250000 Penalty: 3042.622803
	Iteration 36Q: 3 clusters Score -3070441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3070442.750000 Penalty: 3042.622803
	Iteration 37Q: 3 clusters Score -3070443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3070442.750000 Penalty: 3042.622803
	Iteration 38F: 3 clusters Score -3070443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (49812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Entering Unmasked Estep 
Score: -5590968.000000 Penalty: 1609.422485
	Iteration 0F: 2 clusters Score -5590968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5558625.500000 Penalty: 3218.844971
	Iteration 0F: 3 clusters Score -5558626 nChanged 22961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -5571644.500000 Penalty: 3218.844971
	Iteration 1F: 3 clusters Score -5571644 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -5572487.500000 Penalty: 3218.844971
	Iteration 2Q: 3 clusters Score -5572488 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -5573443.500000 Penalty: 3218.844971
	Iteration 3Q: 3 clusters Score -5573444 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -5574493.500000 Penalty: 3218.844971
	Iteration 4F: 3 clusters Score -5574494 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5575840.000000 Penalty: 3218.844971
	Iteration 5F: 3 clusters Score -5575840 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -5577261.500000 Penalty: 3218.844971
	Iteration 6F: 3 clusters Score -5577262 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -5578683.500000 Penalty: 3218.844971
	Iteration 7F: 3 clusters Score -5578684 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -5579905.500000 Penalty: 3218.844971
	Iteration 8F: 3 clusters Score -5579906 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5580887.000000 Penalty: 3218.844971
	Iteration 9Q: 3 clusters Score -5580887 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -5581627.000000 Penalty: 3218.844971
	Iteration 10Q: 3 clusters Score -5581627 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5582250.000000 Penalty: 3218.844971
	Iteration 11Q: 3 clusters Score -5582250 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -5582781.000000 Penalty: 3218.844971
	Iteration 12Q: 3 clusters Score -5582781 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -5583215.000000 Penalty: 3218.844971
	Iteration 13Q: 3 clusters Score -5583215 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -5583687.000000 Penalty: 3218.844971
	Iteration 14Q: 3 clusters Score -5583687 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -5584173.500000 Penalty: 3218.844971
	Iteration 15Q: 3 clusters Score -5584174 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -5584733.500000 Penalty: 3218.844971
	Iteration 16Q: 3 clusters Score -5584734 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -5585349.500000 Penalty: 3218.844971
	Iteration 17Q: 3 clusters Score -5585350 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -5585936.000000 Penalty: 3218.844971
	Iteration 18Q: 3 clusters Score -5585936 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -5586541.500000 Penalty: 3218.844971
	Iteration 19Q: 3 clusters Score -5586542 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -5587115.500000 Penalty: 3218.844971
	Iteration 20F: 3 clusters Score -5587116 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5587657.000000 Penalty: 3218.844971
	Iteration 21Q: 3 clusters Score -5587657 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5588129.500000 Penalty: 3218.844971
	Iteration 22Q: 3 clusters Score -5588130 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5588511.500000 Penalty: 3218.844971
	Iteration 23Q: 3 clusters Score -5588512 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5588809.500000 Penalty: 3218.844971
	Iteration 24Q: 3 clusters Score -5588810 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5589047.000000 Penalty: 3218.844971
	Iteration 25Q: 3 clusters Score -5589047 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5589233.000000 Penalty: 3218.844971
	Iteration 26Q: 3 clusters Score -5589233 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5589337.500000 Penalty: 3218.844971
	Iteration 27Q: 3 clusters Score -5589338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5589428.500000 Penalty: 3218.844971
	Iteration 28Q: 3 clusters Score -5589428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5589506.000000 Penalty: 3218.844971
	Iteration 29Q: 3 clusters Score -5589506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5589560.000000 Penalty: 3218.844971
	Iteration 30Q: 3 clusters Score -5589560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5589609.500000 Penalty: 3218.844971
	Iteration 31Q: 3 clusters Score -5589610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5589636.000000 Penalty: 3218.844971
	Iteration 32Q: 3 clusters Score -5589636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5589644.500000 Penalty: 3218.844971
	Iteration 33Q: 3 clusters Score -5589644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5589660.500000 Penalty: 3218.844971
	Iteration 34Q: 3 clusters Score -5589660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5589668.000000 Penalty: 3218.844971
	Iteration 35Q: 3 clusters Score -5589668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5589668.500000 Penalty: 3218.844971
	Iteration 36Q: 3 clusters Score -5589668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5589673.000000 Penalty: 3218.844971
	Iteration 37Q: 3 clusters Score -5589673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5589675.500000 Penalty: 3218.844971
	Iteration 38Q: 3 clusters Score -5589676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5589676.500000 Penalty: 3218.844971
	Iteration 39Q: 3 clusters Score -5589676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5589687.500000 Penalty: 3218.844971
	Iteration 40F: 3 clusters Score -5589688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5589682.000000 Penalty: 3218.844971
	Iteration 41Q: 3 clusters Score -5589682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5589695.500000 Penalty: 3218.844971
	Iteration 42Q: 3 clusters Score -5589696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5589707.500000 Penalty: 3218.844971
	Iteration 43Q: 3 clusters Score -5589708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5589706.500000 Penalty: 3218.844971
	Iteration 44Q: 3 clusters Score -5589706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5589700.500000 Penalty: 3218.844971
	Iteration 45Q: 3 clusters Score -5589700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5589708.500000 Penalty: 3218.844971
	Iteration 46Q: 3 clusters Score -5589708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5589702.000000 Penalty: 3218.844971
	Iteration 47Q: 3 clusters Score -5589702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5589703.000000 Penalty: 3218.844971
	Iteration 48Q: 3 clusters Score -5589703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5589705.000000 Penalty: 3218.844971
	Iteration 49Q: 3 clusters Score -5589705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5589702.500000 Penalty: 3218.844971
	Iteration 50Q: 3 clusters Score -5589702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5589707.000000 Penalty: 3218.844971
	Iteration 51Q: 3 clusters Score -5589707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5589706.500000 Penalty: 3218.844971
	Iteration 52Q: 3 clusters Score -5589706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5589710.000000 Penalty: 3218.844971
	Iteration 53Q: 3 clusters Score -5589710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5589706.500000 Penalty: 3218.844971
	Iteration 54Q: 3 clusters Score -5589706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5589711.000000 Penalty: 3218.844971
	Iteration 55Q: 3 clusters Score -5589711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5589713.000000 Penalty: 3218.844971
	Iteration 56Q: 3 clusters Score -5589713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5589713.000000 Penalty: 3218.844971
	Iteration 57F: 3 clusters Score -5589713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Entering Unmasked Estep 
Score: -1693897.750000 Penalty: 1432.194580
	Iteration 0F: 2 clusters Score -1693898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1683965.500000 Penalty: 2864.389160
	Iteration 0F: 3 clusters Score -1683966 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1687533.125000 Penalty: 2864.389160
	Iteration 1F: 3 clusters Score -1687533 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1687900.250000 Penalty: 2864.389160
	Iteration 2F: 3 clusters Score -1687900 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1688164.500000 Penalty: 2864.389160
	Iteration 3Q: 3 clusters Score -1688164 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1688330.375000 Penalty: 2864.389160
	Iteration 4Q: 3 clusters Score -1688330 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1688468.000000 Penalty: 2864.389160
	Iteration 5Q: 3 clusters Score -1688468 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1688567.375000 Penalty: 2864.389160
	Iteration 6Q: 3 clusters Score -1688567 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1688659.875000 Penalty: 2864.389160
	Iteration 7Q: 3 clusters Score -1688660 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1688750.375000 Penalty: 2864.389160
	Iteration 8Q: 3 clusters Score -1688750 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1688834.750000 Penalty: 2864.389160
	Iteration 9Q: 3 clusters Score -1688835 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1688923.250000 Penalty: 2864.389160
	Iteration 10Q: 3 clusters Score -1688923 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1689028.375000 Penalty: 2864.389160
	Iteration 11Q: 3 clusters Score -1689028 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1689157.375000 Penalty: 2864.389160
	Iteration 12Q: 3 clusters Score -1689157 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1689304.875000 Penalty: 2864.389160
	Iteration 13Q: 3 clusters Score -1689305 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1689498.875000 Penalty: 2864.389160
	Iteration 14Q: 3 clusters Score -1689499 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1689756.125000 Penalty: 2864.389160
	Iteration 15Q: 3 clusters Score -1689756 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1690065.375000 Penalty: 2864.389160
	Iteration 16Q: 3 clusters Score -1690065 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1690441.250000 Penalty: 2864.389160
	Iteration 17Q: 3 clusters Score -1690441 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1690861.625000 Penalty: 2864.389160
	Iteration 18Q: 3 clusters Score -1690862 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1691328.125000 Penalty: 2864.389160
	Iteration 19Q: 3 clusters Score -1691328 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1691723.750000 Penalty: 2864.389160
	Iteration 20F: 3 clusters Score -1691724 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1692057.875000 Penalty: 2864.389160
	Iteration 21Q: 3 clusters Score -1692058 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1692297.625000 Penalty: 2864.389160
	Iteration 22Q: 3 clusters Score -1692298 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1692486.500000 Penalty: 2864.389160
	Iteration 23Q: 3 clusters Score -1692486 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1692616.750000 Penalty: 2864.389160
	Iteration 24Q: 3 clusters Score -1692617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1692682.000000 Penalty: 2864.389160
	Iteration 25Q: 3 clusters Score -1692682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1692728.750000 Penalty: 2864.389160
	Iteration 26Q: 3 clusters Score -1692729 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1692762.625000 Penalty: 2864.389160
	Iteration 27Q: 3 clusters Score -1692763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1692784.250000 Penalty: 2864.389160
	Iteration 28Q: 3 clusters Score -1692784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1692805.375000 Penalty: 2864.389160
	Iteration 29Q: 3 clusters Score -1692805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1692817.375000 Penalty: 2864.389160
	Iteration 30Q: 3 clusters Score -1692817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1692825.500000 Penalty: 2864.389160
	Iteration 31Q: 3 clusters Score -1692826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1692830.125000 Penalty: 2864.389160
	Iteration 32Q: 3 clusters Score -1692830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1692837.375000 Penalty: 2864.389160
	Iteration 33Q: 3 clusters Score -1692837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1692846.500000 Penalty: 2864.389160
	Iteration 34Q: 3 clusters Score -1692846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1692849.250000 Penalty: 2864.389160
	Iteration 35Q: 3 clusters Score -1692849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1692851.375000 Penalty: 2864.389160
	Iteration 36Q: 3 clusters Score -1692851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1692856.000000 Penalty: 2864.389160
	Iteration 37Q: 3 clusters Score -1692856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1692856.000000 Penalty: 2864.389160
	Iteration 38F: 3 clusters Score -1692856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Entering Unmasked Estep 
Score: -2961168.250000 Penalty: 1515.905762
	Iteration 0F: 2 clusters Score -2961168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2943871.250000 Penalty: 3031.811523
	Iteration 0F: 3 clusters Score -2943871 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2950248.000000 Penalty: 3031.811523
	Iteration 1F: 3 clusters Score -2950248 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2950867.500000 Penalty: 3031.811523
	Iteration 2F: 3 clusters Score -2950868 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2951557.250000 Penalty: 3031.811523
	Iteration 3F: 3 clusters Score -2951557 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2952379.500000 Penalty: 3031.811523
	Iteration 4F: 3 clusters Score -2952380 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2953291.000000 Penalty: 3031.811523
	Iteration 5F: 3 clusters Score -2953291 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2954281.750000 Penalty: 3031.811523
	Iteration 6F: 3 clusters Score -2954282 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2955126.250000 Penalty: 3031.811523
	Iteration 7F: 3 clusters Score -2955126 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2955844.750000 Penalty: 3031.811523
	Iteration 8Q: 3 clusters Score -2955845 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2956490.500000 Penalty: 3031.811523
	Iteration 9Q: 3 clusters Score -2956490 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2957088.500000 Penalty: 3031.811523
	Iteration 10Q: 3 clusters Score -2957088 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2957605.250000 Penalty: 3031.811523
	Iteration 11Q: 3 clusters Score -2957605 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2958036.750000 Penalty: 3031.811523
	Iteration 12Q: 3 clusters Score -2958037 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2958435.750000 Penalty: 3031.811523
	Iteration 13Q: 3 clusters Score -2958436 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2958805.000000 Penalty: 3031.811523
	Iteration 14Q: 3 clusters Score -2958805 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2959123.500000 Penalty: 3031.811523
	Iteration 15Q: 3 clusters Score -2959124 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2959354.000000 Penalty: 3031.811523
	Iteration 16Q: 3 clusters Score -2959354 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2959552.500000 Penalty: 3031.811523
	Iteration 17Q: 3 clusters Score -2959552 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2959669.500000 Penalty: 3031.811523
	Iteration 18Q: 3 clusters Score -2959670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2959781.750000 Penalty: 3031.811523
	Iteration 19Q: 3 clusters Score -2959782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2959871.750000 Penalty: 3031.811523
	Iteration 20F: 3 clusters Score -2959872 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2959940.750000 Penalty: 3031.811523
	Iteration 21Q: 3 clusters Score -2959941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2959987.750000 Penalty: 3031.811523
	Iteration 22Q: 3 clusters Score -2959988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2960021.500000 Penalty: 3031.811523
	Iteration 23Q: 3 clusters Score -2960022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2960044.250000 Penalty: 3031.811523
	Iteration 24Q: 3 clusters Score -2960044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2960065.000000 Penalty: 3031.811523
	Iteration 25Q: 3 clusters Score -2960065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2960077.750000 Penalty: 3031.811523
	Iteration 26Q: 3 clusters Score -2960078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2960085.000000 Penalty: 3031.811523
	Iteration 27Q: 3 clusters Score -2960085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2960092.250000 Penalty: 3031.811523
	Iteration 28Q: 3 clusters Score -2960092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2960104.500000 Penalty: 3031.811523
	Iteration 29Q: 3 clusters Score -2960104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2960112.750000 Penalty: 3031.811523
	Iteration 30Q: 3 clusters Score -2960113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2960122.500000 Penalty: 3031.811523
	Iteration 31Q: 3 clusters Score -2960122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2960124.250000 Penalty: 3031.811523
	Iteration 32Q: 3 clusters Score -2960124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2960128.250000 Penalty: 3031.811523
	Iteration 33Q: 3 clusters Score -2960128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2960131.500000 Penalty: 3031.811523
	Iteration 34Q: 3 clusters Score -2960132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2960139.500000 Penalty: 3031.811523
	Iteration 35Q: 3 clusters Score -2960140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2960143.750000 Penalty: 3031.811523
	Iteration 36Q: 3 clusters Score -2960144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2960154.250000 Penalty: 3031.811523
	Iteration 37Q: 3 clusters Score -2960154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2960155.250000 Penalty: 3031.811523
	Iteration 38Q: 3 clusters Score -2960155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2960161.750000 Penalty: 3031.811523
	Iteration 39Q: 3 clusters Score -2960162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2960164.750000 Penalty: 3031.811523
	Iteration 40F: 3 clusters Score -2960165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2960172.000000 Penalty: 3031.811523
	Iteration 41Q: 3 clusters Score -2960172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2960165.750000 Penalty: 3031.811523
	Iteration 42Q: 3 clusters Score -2960166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2960167.500000 Penalty: 3031.811523
	Iteration 43Q: 3 clusters Score -2960168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2960172.000000 Penalty: 3031.811523
	Iteration 44Q: 3 clusters Score -2960172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2960170.000000 Penalty: 3031.811523
	Iteration 45Q: 3 clusters Score -2960170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2960170.000000 Penalty: 3031.811523
	Iteration 46F: 3 clusters Score -2960170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37013 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41607 members 
Mstep: Class 8 contains 18965 members 
Mstep: Class 9 contains 38508 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 21541 members 
Mstep: Class 13 contains 92277 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23124 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24412 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12119 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20281 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27553 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028592.000000 Penalty: 62307.648438
Iteration 239Q: 32 clusters Score -7.902859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37014 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41607 members 
Mstep: Class 8 contains 18964 members 
Mstep: Class 9 contains 38507 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 21542 members 
Mstep: Class 13 contains 92273 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19168 members 
Mstep: Class 16 contains 2927 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23124 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24412 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12116 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20288 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27553 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028584.000000 Penalty: 62307.648438
Iteration 240F: 32 clusters Score -7.902858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37014 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41607 members 
Mstep: Class 8 contains 18961 members 
Mstep: Class 9 contains 38507 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 21541 members 
Mstep: Class 13 contains 92273 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19170 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23124 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24412 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12115 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20289 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27554 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028536.000000 Penalty: 62307.648438
Iteration 241Q: 32 clusters Score -7.902854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37014 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41609 members 
Mstep: Class 8 contains 18957 members 
Mstep: Class 9 contains 38507 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 21541 members 
Mstep: Class 13 contains 92273 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19171 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23124 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24413 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12113 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20289 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27554 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028576.000000 Penalty: 62307.648438
Iteration 242Q: 32 clusters Score -7.902858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37014 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41610 members 
Mstep: Class 8 contains 18954 members 
Mstep: Class 9 contains 38507 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 21542 members 
Mstep: Class 13 contains 92271 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23124 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24414 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12112 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20289 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27554 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028560.000000 Penalty: 62307.648438
Iteration 243Q: 32 clusters Score -7.902856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37014 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49325 members 
Mstep: Class 6 contains 19543 members 
Mstep: Class 7 contains 41610 members 
Mstep: Class 8 contains 18954 members 
Mstep: Class 9 contains 38506 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37148 members 
Mstep: Class 12 contains 21544 members 
Mstep: Class 13 contains 92270 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23124 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24414 members 
Mstep: Class 23 contains 2822 members 
Mstep: Class 24 contains 12111 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20290 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27554 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028568.000000 Penalty: 62307.648438
Iteration 244Q: 32 clusters Score -7.902857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37014 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49325 members 
Mstep: Class 6 contains 19542 members 
Mstep: Class 7 contains 41610 members 
Mstep: Class 8 contains 18954 members 
Mstep: Class 9 contains 38507 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37149 members 
Mstep: Class 12 contains 21544 members 
Mstep: Class 13 contains 92270 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23124 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24414 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12110 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20290 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27554 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028568.000000 Penalty: 62307.648438
Iteration 245Q: 32 clusters Score -7.902857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37014 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19540 members 
Mstep: Class 7 contains 41610 members 
Mstep: Class 8 contains 18954 members 
Mstep: Class 9 contains 38507 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37149 members 
Mstep: Class 12 contains 21544 members 
Mstep: Class 13 contains 92268 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23124 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24414 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12110 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20293 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27554 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028576.000000 Penalty: 62307.648438
Iteration 246Q: 32 clusters Score -7.902858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 37014 members 
Mstep: Class 3 contains 27903 members 
Mstep: Class 4 contains 40337 members 
Mstep: Class 5 contains 49326 members 
Mstep: Class 6 contains 19540 members 
Mstep: Class 7 contains 41610 members 
Mstep: Class 8 contains 18954 members 
Mstep: Class 9 contains 38507 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 37149 members 
Mstep: Class 12 contains 21544 members 
Mstep: Class 13 contains 92268 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 17992 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 1739 members 
Mstep: Class 20 contains 23124 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 24414 members 
Mstep: Class 23 contains 2821 members 
Mstep: Class 24 contains 12110 members 
Mstep: Class 25 contains 1513 members 
Mstep: Class 26 contains 20293 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 27554 members 
Mstep: Class 29 contains 49812 members 
Mstep: Class 30 contains 15138 members 
Mstep: Class 31 contains 26572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028576.000000 Penalty: 62307.648438
Iteration 247F: 32 clusters Score -7.902858e+07 nChanged 0
Entering ConstructFrom: 
Score: -79028576.000000 Penalty: 62307.648438
Entering ConstructFrom: 
Trying to split cluster 1 (17300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Entering Unmasked Estep 
Score: -1932604.000000 Penalty: 1452.059204
	Iteration 0F: 2 clusters Score -1932604 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 8601 members 
Entering Unmasked Estep 
Score: -1921282.250000 Penalty: 2904.118408
	Iteration 0F: 3 clusters Score -1921282 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1925312.750000 Penalty: 2904.118408
	Iteration 1F: 3 clusters Score -1925313 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1925676.500000 Penalty: 2904.118408
	Iteration 2F: 3 clusters Score -1925676 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1925983.250000 Penalty: 2904.118408
	Iteration 3Q: 3 clusters Score -1925983 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1926286.875000 Penalty: 2904.118408
	Iteration 4Q: 3 clusters Score -1926287 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1926586.875000 Penalty: 2904.118408
	Iteration 5Q: 3 clusters Score -1926587 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1926920.625000 Penalty: 2904.118408
	Iteration 6Q: 3 clusters Score -1926921 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1927325.000000 Penalty: 2904.118408
	Iteration 7Q: 3 clusters Score -1927325 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1927793.875000 Penalty: 2904.118408
	Iteration 8Q: 3 clusters Score -1927794 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1928291.375000 Penalty: 2904.118408
	Iteration 9Q: 3 clusters Score -1928291 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1928812.750000 Penalty: 2904.118408
	Iteration 10Q: 3 clusters Score -1928813 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1929331.500000 Penalty: 2904.118408
	Iteration 11Q: 3 clusters Score -1929332 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1929840.750000 Penalty: 2904.118408
	Iteration 12Q: 3 clusters Score -1929841 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1930256.000000 Penalty: 2904.118408
	Iteration 13Q: 3 clusters Score -1930256 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1930586.000000 Penalty: 2904.118408
	Iteration 14Q: 3 clusters Score -1930586 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1930823.625000 Penalty: 2904.118408
	Iteration 15Q: 3 clusters Score -1930824 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1930988.750000 Penalty: 2904.118408
	Iteration 16Q: 3 clusters Score -1930989 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1931097.000000 Penalty: 2904.118408
	Iteration 17Q: 3 clusters Score -1931097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1931179.250000 Penalty: 2904.118408
	Iteration 18Q: 3 clusters Score -1931179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1931251.750000 Penalty: 2904.118408
	Iteration 19Q: 3 clusters Score -1931252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1931307.375000 Penalty: 2904.118408
	Iteration 20F: 3 clusters Score -1931307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1931357.250000 Penalty: 2904.118408
	Iteration 21Q: 3 clusters Score -1931357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1931388.375000 Penalty: 2904.118408
	Iteration 22Q: 3 clusters Score -1931388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1931410.250000 Penalty: 2904.118408
	Iteration 23Q: 3 clusters Score -1931410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1931428.875000 Penalty: 2904.118408
	Iteration 24Q: 3 clusters Score -1931429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1931439.250000 Penalty: 2904.118408
	Iteration 25Q: 3 clusters Score -1931439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1931445.625000 Penalty: 2904.118408
	Iteration 26Q: 3 clusters Score -1931446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1931455.625000 Penalty: 2904.118408
	Iteration 27Q: 3 clusters Score -1931456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1931462.750000 Penalty: 2904.118408
	Iteration 28Q: 3 clusters Score -1931463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1931471.125000 Penalty: 2904.118408
	Iteration 29Q: 3 clusters Score -1931471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1931473.000000 Penalty: 2904.118408
	Iteration 30Q: 3 clusters Score -1931473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1931478.000000 Penalty: 2904.118408
	Iteration 31Q: 3 clusters Score -1931478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1931480.000000 Penalty: 2904.118408
	Iteration 32Q: 3 clusters Score -1931480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1931480.000000 Penalty: 2904.118408
	Iteration 33F: 3 clusters Score -1931480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Entering Unmasked Estep 
Score: -4108130.000000 Penalty: 1565.234863
	Iteration 0F: 2 clusters Score -4108130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -4083940.000000 Penalty: 3130.469727
	Iteration 0F: 3 clusters Score -4083940 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4093550.750000 Penalty: 3130.469727
	Iteration 1F: 3 clusters Score -4093551 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -4094245.250000 Penalty: 3130.469727
	Iteration 2F: 3 clusters Score -4094245 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4095002.250000 Penalty: 3130.469727
	Iteration 3F: 3 clusters Score -4095002 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4095893.000000 Penalty: 3130.469727
	Iteration 4F: 3 clusters Score -4095893 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4097044.250000 Penalty: 3130.469727
	Iteration 5F: 3 clusters Score -4097044 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -4098412.750000 Penalty: 3130.469727
	Iteration 6F: 3 clusters Score -4098413 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -4099930.750000 Penalty: 3130.469727
	Iteration 7F: 3 clusters Score -4099931 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -4101442.000000 Penalty: 3130.469727
	Iteration 8F: 3 clusters Score -4101442 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -4102786.500000 Penalty: 3130.469727
	Iteration 9F: 3 clusters Score -4102786 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4103818.500000 Penalty: 3130.469727
	Iteration 10Q: 3 clusters Score -4103818 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -4104687.250000 Penalty: 3130.469727
	Iteration 11Q: 3 clusters Score -4104687 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -4105414.500000 Penalty: 3130.469727
	Iteration 12Q: 3 clusters Score -4105414 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4105989.250000 Penalty: 3130.469727
	Iteration 13Q: 3 clusters Score -4105989 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4106368.250000 Penalty: 3130.469727
	Iteration 14Q: 3 clusters Score -4106368 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4106628.750000 Penalty: 3130.469727
	Iteration 15Q: 3 clusters Score -4106629 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4106832.250000 Penalty: 3130.469727
	Iteration 16Q: 3 clusters Score -4106832 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4106988.750000 Penalty: 3130.469727
	Iteration 17Q: 3 clusters Score -4106989 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4107137.000000 Penalty: 3130.469727
	Iteration 18Q: 3 clusters Score -4107137 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4107238.250000 Penalty: 3130.469727
	Iteration 19Q: 3 clusters Score -4107238 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4107324.500000 Penalty: 3130.469727
	Iteration 20F: 3 clusters Score -4107324 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4107404.500000 Penalty: 3130.469727
	Iteration 21Q: 3 clusters Score -4107404 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4107474.000000 Penalty: 3130.469727
	Iteration 22Q: 3 clusters Score -4107474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4107527.250000 Penalty: 3130.469727
	Iteration 23Q: 3 clusters Score -4107527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4107566.750000 Penalty: 3130.469727
	Iteration 24Q: 3 clusters Score -4107567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4107589.000000 Penalty: 3130.469727
	Iteration 25Q: 3 clusters Score -4107589 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4107612.500000 Penalty: 3130.469727
	Iteration 26Q: 3 clusters Score -4107612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4107638.000000 Penalty: 3130.469727
	Iteration 27Q: 3 clusters Score -4107638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4107654.750000 Penalty: 3130.469727
	Iteration 28Q: 3 clusters Score -4107655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4107662.750000 Penalty: 3130.469727
	Iteration 29Q: 3 clusters Score -4107663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4107670.750000 Penalty: 3130.469727
	Iteration 30Q: 3 clusters Score -4107671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4107679.000000 Penalty: 3130.469727
	Iteration 31Q: 3 clusters Score -4107679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4107682.500000 Penalty: 3130.469727
	Iteration 32Q: 3 clusters Score -4107682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4107676.500000 Penalty: 3130.469727
	Iteration 33Q: 3 clusters Score -4107676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4107680.250000 Penalty: 3130.469727
	Iteration 34Q: 3 clusters Score -4107680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4107679.000000 Penalty: 3130.469727
	Iteration 35Q: 3 clusters Score -4107679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4107676.500000 Penalty: 3130.469727
	Iteration 36Q: 3 clusters Score -4107676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4107681.250000 Penalty: 3130.469727
	Iteration 37Q: 3 clusters Score -4107681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4107680.750000 Penalty: 3130.469727
	Iteration 38Q: 3 clusters Score -4107681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4107683.250000 Penalty: 3130.469727
	Iteration 39Q: 3 clusters Score -4107683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4107686.750000 Penalty: 3130.469727
	Iteration 40F: 3 clusters Score -4107687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4107683.750000 Penalty: 3130.469727
	Iteration 41Q: 3 clusters Score -4107684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4107681.750000 Penalty: 3130.469727
	Iteration 42Q: 3 clusters Score -4107682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4107683.250000 Penalty: 3130.469727
	Iteration 43Q: 3 clusters Score -4107683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4107685.500000 Penalty: 3130.469727
	Iteration 44Q: 3 clusters Score -4107686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4107685.000000 Penalty: 3130.469727
	Iteration 45Q: 3 clusters Score -4107685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4107679.750000 Penalty: 3130.469727
	Iteration 46Q: 3 clusters Score -4107680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4107681.500000 Penalty: 3130.469727
	Iteration 47Q: 3 clusters Score -4107682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4107681.500000 Penalty: 3130.469727
	Iteration 48F: 3 clusters Score -4107682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Entering Unmasked Estep 
Score: -3124790.250000 Penalty: 1523.189697
	Iteration 0F: 2 clusters Score -3124790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3106712.500000 Penalty: 3046.379395
	Iteration 0F: 3 clusters Score -3106712 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3113337.500000 Penalty: 3046.379395
	Iteration 1F: 3 clusters Score -3113338 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3113921.250000 Penalty: 3046.379395
	Iteration 2F: 3 clusters Score -3113921 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3114559.250000 Penalty: 3046.379395
	Iteration 3F: 3 clusters Score -3114559 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3115435.750000 Penalty: 3046.379395
	Iteration 4F: 3 clusters Score -3115436 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3116534.000000 Penalty: 3046.379395
	Iteration 5F: 3 clusters Score -3116534 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3117853.750000 Penalty: 3046.379395
	Iteration 6F: 3 clusters Score -3117854 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3119155.000000 Penalty: 3046.379395
	Iteration 7F: 3 clusters Score -3119155 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3120269.250000 Penalty: 3046.379395
	Iteration 8F: 3 clusters Score -3120269 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3121195.250000 Penalty: 3046.379395
	Iteration 9Q: 3 clusters Score -3121195 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3121907.250000 Penalty: 3046.379395
	Iteration 10Q: 3 clusters Score -3121907 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3122459.000000 Penalty: 3046.379395
	Iteration 11Q: 3 clusters Score -3122459 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3122794.000000 Penalty: 3046.379395
	Iteration 12Q: 3 clusters Score -3122794 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3123052.250000 Penalty: 3046.379395
	Iteration 13Q: 3 clusters Score -3123052 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3123205.750000 Penalty: 3046.379395
	Iteration 14Q: 3 clusters Score -3123206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3123305.000000 Penalty: 3046.379395
	Iteration 15Q: 3 clusters Score -3123305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -3123381.250000 Penalty: 3046.379395
	Iteration 16Q: 3 clusters Score -3123381 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3123430.750000 Penalty: 3046.379395
	Iteration 17Q: 3 clusters Score -3123431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3123460.000000 Penalty: 3046.379395
	Iteration 18Q: 3 clusters Score -3123460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3123478.500000 Penalty: 3046.379395
	Iteration 19Q: 3 clusters Score -3123478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3123501.500000 Penalty: 3046.379395
	Iteration 20F: 3 clusters Score -3123502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3123520.500000 Penalty: 3046.379395
	Iteration 21Q: 3 clusters Score -3123520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3123530.000000 Penalty: 3046.379395
	Iteration 22Q: 3 clusters Score -3123530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3123536.500000 Penalty: 3046.379395
	Iteration 23Q: 3 clusters Score -3123536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3123547.000000 Penalty: 3046.379395
	Iteration 24Q: 3 clusters Score -3123547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3123553.500000 Penalty: 3046.379395
	Iteration 25Q: 3 clusters Score -3123554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3123558.500000 Penalty: 3046.379395
	Iteration 26Q: 3 clusters Score -3123558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3123559.750000 Penalty: 3046.379395
	Iteration 27Q: 3 clusters Score -3123560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -3123562.000000 Penalty: 3046.379395
	Iteration 28Q: 3 clusters Score -3123562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3123561.000000 Penalty: 3046.379395
	Iteration 29Q: 3 clusters Score -3123561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3123560.500000 Penalty: 3046.379395
	Iteration 30Q: 3 clusters Score -3123560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3123562.000000 Penalty: 3046.379395
	Iteration 31Q: 3 clusters Score -3123562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3123562.000000 Penalty: 3046.379395
	Iteration 32F: 3 clusters Score -3123562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Entering Unmasked Estep 
Score: -4535746.500000 Penalty: 1578.027710
	Iteration 0F: 2 clusters Score -4535746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -4509446.500000 Penalty: 3156.055420
	Iteration 0F: 3 clusters Score -4509446 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -4519604.500000 Penalty: 3156.055420
	Iteration 1F: 3 clusters Score -4519604 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4520109.500000 Penalty: 3156.055420
	Iteration 2Q: 3 clusters Score -4520110 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4520594.500000 Penalty: 3156.055420
	Iteration 3Q: 3 clusters Score -4520594 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4521081.000000 Penalty: 3156.055420
	Iteration 4Q: 3 clusters Score -4521081 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4521638.500000 Penalty: 3156.055420
	Iteration 5Q: 3 clusters Score -4521638 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4522428.500000 Penalty: 3156.055420
	Iteration 6Q: 3 clusters Score -4522428 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4523649.500000 Penalty: 3156.055420
	Iteration 7F: 3 clusters Score -4523650 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -4525442.000000 Penalty: 3156.055420
	Iteration 8F: 3 clusters Score -4525442 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -4527719.500000 Penalty: 3156.055420
	Iteration 9F: 3 clusters Score -4527720 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4529919.500000 Penalty: 3156.055420
	Iteration 10F: 3 clusters Score -4529920 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4531752.000000 Penalty: 3156.055420
	Iteration 11F: 3 clusters Score -4531752 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4532972.500000 Penalty: 3156.055420
	Iteration 12Q: 3 clusters Score -4532972 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4533621.500000 Penalty: 3156.055420
	Iteration 13Q: 3 clusters Score -4533622 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4533982.500000 Penalty: 3156.055420
	Iteration 14Q: 3 clusters Score -4533982 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4534185.500000 Penalty: 3156.055420
	Iteration 15Q: 3 clusters Score -4534186 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4534296.000000 Penalty: 3156.055420
	Iteration 16Q: 3 clusters Score -4534296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4534355.000000 Penalty: 3156.055420
	Iteration 17Q: 3 clusters Score -4534355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4534404.000000 Penalty: 3156.055420
	Iteration 18Q: 3 clusters Score -4534404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4534450.000000 Penalty: 3156.055420
	Iteration 19Q: 3 clusters Score -4534450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4534477.000000 Penalty: 3156.055420
	Iteration 20F: 3 clusters Score -4534477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4534498.500000 Penalty: 3156.055420
	Iteration 21Q: 3 clusters Score -4534498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4534509.500000 Penalty: 3156.055420
	Iteration 22Q: 3 clusters Score -4534510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4534520.000000 Penalty: 3156.055420
	Iteration 23Q: 3 clusters Score -4534520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4534520.500000 Penalty: 3156.055420
	Iteration 24Q: 3 clusters Score -4534520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4534521.500000 Penalty: 3156.055420
	Iteration 25Q: 3 clusters Score -4534522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4534522.000000 Penalty: 3156.055420
	Iteration 26Q: 3 clusters Score -4534522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4534522.000000 Penalty: 3156.055420
	Iteration 27F: 3 clusters Score -4534522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Entering Unmasked Estep 
Score: -5364876.500000 Penalty: 1607.963623
	Iteration 0F: 2 clusters Score -5364876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -5332828.500000 Penalty: 3215.927246
	Iteration 0F: 3 clusters Score -5332828 nChanged 22779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -5345705.500000 Penalty: 3215.927246
	Iteration 1F: 3 clusters Score -5345706 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -5346622.000000 Penalty: 3215.927246
	Iteration 2Q: 3 clusters Score -5346622 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -5347716.500000 Penalty: 3215.927246
	Iteration 3F: 3 clusters Score -5347716 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -5348797.000000 Penalty: 3215.927246
	Iteration 4F: 3 clusters Score -5348797 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -5350072.000000 Penalty: 3215.927246
	Iteration 5F: 3 clusters Score -5350072 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -5351551.500000 Penalty: 3215.927246
	Iteration 6F: 3 clusters Score -5351552 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -5353268.500000 Penalty: 3215.927246
	Iteration 7F: 3 clusters Score -5353268 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -5355190.000000 Penalty: 3215.927246
	Iteration 8F: 3 clusters Score -5355190 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -5357168.000000 Penalty: 3215.927246
	Iteration 9F: 3 clusters Score -5357168 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5359186.500000 Penalty: 3215.927246
	Iteration 10F: 3 clusters Score -5359186 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5360858.500000 Penalty: 3215.927246
	Iteration 11Q: 3 clusters Score -5360858 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5362043.000000 Penalty: 3215.927246
	Iteration 12Q: 3 clusters Score -5362043 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5362804.500000 Penalty: 3215.927246
	Iteration 13Q: 3 clusters Score -5362804 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5363231.500000 Penalty: 3215.927246
	Iteration 14Q: 3 clusters Score -5363232 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5363462.000000 Penalty: 3215.927246
	Iteration 15Q: 3 clusters Score -5363462 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5363608.500000 Penalty: 3215.927246
	Iteration 16Q: 3 clusters Score -5363608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5363687.000000 Penalty: 3215.927246
	Iteration 17Q: 3 clusters Score -5363687 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5363720.500000 Penalty: 3215.927246
	Iteration 18Q: 3 clusters Score -5363720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5363754.000000 Penalty: 3215.927246
	Iteration 19Q: 3 clusters Score -5363754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5363786.000000 Penalty: 3215.927246
	Iteration 20F: 3 clusters Score -5363786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5363807.000000 Penalty: 3215.927246
	Iteration 21Q: 3 clusters Score -5363807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5363810.500000 Penalty: 3215.927246
	Iteration 22Q: 3 clusters Score -5363810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5363829.000000 Penalty: 3215.927246
	Iteration 23Q: 3 clusters Score -5363829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5363828.500000 Penalty: 3215.927246
	Iteration 24Q: 3 clusters Score -5363828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5363829.000000 Penalty: 3215.927246
	Iteration 25Q: 3 clusters Score -5363829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5363836.000000 Penalty: 3215.927246
	Iteration 26Q: 3 clusters Score -5363836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5363836.500000 Penalty: 3215.927246
	Iteration 27Q: 3 clusters Score -5363836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5363836.500000 Penalty: 3215.927246
	Iteration 28F: 3 clusters Score -5363836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Entering Unmasked Estep 
Score: -2100537.250000 Penalty: 1470.176514
	Iteration 0F: 2 clusters Score -2100537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2087694.125000 Penalty: 2940.353027
	Iteration 0F: 3 clusters Score -2087694 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2092471.000000 Penalty: 2940.353027
	Iteration 1F: 3 clusters Score -2092471 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2093129.500000 Penalty: 2940.353027
	Iteration 2F: 3 clusters Score -2093130 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2093903.250000 Penalty: 2940.353027
	Iteration 3F: 3 clusters Score -2093903 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2094748.000000 Penalty: 2940.353027
	Iteration 4F: 3 clusters Score -2094748 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2095653.000000 Penalty: 2940.353027
	Iteration 5F: 3 clusters Score -2095653 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2096533.750000 Penalty: 2940.353027
	Iteration 6F: 3 clusters Score -2096534 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2097269.500000 Penalty: 2940.353027
	Iteration 7F: 3 clusters Score -2097270 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2097868.500000 Penalty: 2940.353027
	Iteration 8Q: 3 clusters Score -2097868 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2098265.250000 Penalty: 2940.353027
	Iteration 9Q: 3 clusters Score -2098265 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2098571.500000 Penalty: 2940.353027
	Iteration 10Q: 3 clusters Score -2098572 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2098802.500000 Penalty: 2940.353027
	Iteration 11Q: 3 clusters Score -2098802 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2098993.500000 Penalty: 2940.353027
	Iteration 12Q: 3 clusters Score -2098994 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2099125.750000 Penalty: 2940.353027
	Iteration 13Q: 3 clusters Score -2099126 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2099233.750000 Penalty: 2940.353027
	Iteration 14Q: 3 clusters Score -2099234 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2099295.000000 Penalty: 2940.353027
	Iteration 15Q: 3 clusters Score -2099295 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2099339.000000 Penalty: 2940.353027
	Iteration 16Q: 3 clusters Score -2099339 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2099370.250000 Penalty: 2940.353027
	Iteration 17Q: 3 clusters Score -2099370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2099390.250000 Penalty: 2940.353027
	Iteration 18Q: 3 clusters Score -2099390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2099404.250000 Penalty: 2940.353027
	Iteration 19Q: 3 clusters Score -2099404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2099406.750000 Penalty: 2940.353027
	Iteration 20F: 3 clusters Score -2099407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2099410.750000 Penalty: 2940.353027
	Iteration 21Q: 3 clusters Score -2099411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2099419.250000 Penalty: 2940.353027
	Iteration 22Q: 3 clusters Score -2099419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2099420.500000 Penalty: 2940.353027
	Iteration 23Q: 3 clusters Score -2099420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2099427.250000 Penalty: 2940.353027
	Iteration 24Q: 3 clusters Score -2099427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2099426.750000 Penalty: 2940.353027
	Iteration 25Q: 3 clusters Score -2099427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2099431.750000 Penalty: 2940.353027
	Iteration 26Q: 3 clusters Score -2099432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2099433.000000 Penalty: 2940.353027
	Iteration 27Q: 3 clusters Score -2099433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2099443.000000 Penalty: 2940.353027
	Iteration 28Q: 3 clusters Score -2099443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2099439.500000 Penalty: 2940.353027
	Iteration 29Q: 3 clusters Score -2099440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2099447.750000 Penalty: 2940.353027
	Iteration 30Q: 3 clusters Score -2099448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2099443.250000 Penalty: 2940.353027
	Iteration 31Q: 3 clusters Score -2099443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2099444.750000 Penalty: 2940.353027
	Iteration 32Q: 3 clusters Score -2099445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2099446.750000 Penalty: 2940.353027
	Iteration 33Q: 3 clusters Score -2099447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2099445.500000 Penalty: 2940.353027
	Iteration 34Q: 3 clusters Score -2099446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2099445.750000 Penalty: 2940.353027
	Iteration 35Q: 3 clusters Score -2099446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2099445.250000 Penalty: 2940.353027
	Iteration 36Q: 3 clusters Score -2099445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2099446.750000 Penalty: 2940.353027
	Iteration 37Q: 3 clusters Score -2099447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2099445.000000 Penalty: 2940.353027
	Iteration 38Q: 3 clusters Score -2099445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2099446.250000 Penalty: 2940.353027
	Iteration 39Q: 3 clusters Score -2099446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2099446.750000 Penalty: 2940.353027
	Iteration 40F: 3 clusters Score -2099447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Entering Unmasked Estep 
Score: -4588031.000000 Penalty: 1582.651123
	Iteration 0F: 2 clusters Score -4588031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -4560938.000000 Penalty: 3165.302246
	Iteration 0F: 3 clusters Score -4560938 nChanged 19013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -4571362.500000 Penalty: 3165.302246
	Iteration 1F: 3 clusters Score -4571362 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -4571883.500000 Penalty: 3165.302246
	Iteration 2Q: 3 clusters Score -4571884 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4572388.500000 Penalty: 3165.302246
	Iteration 3Q: 3 clusters Score -4572388 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4573083.500000 Penalty: 3165.302246
	Iteration 4Q: 3 clusters Score -4573084 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -4573953.000000 Penalty: 3165.302246
	Iteration 5Q: 3 clusters Score -4573953 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4575256.000000 Penalty: 3165.302246
	Iteration 6F: 3 clusters Score -4575256 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -4576931.000000 Penalty: 3165.302246
	Iteration 7F: 3 clusters Score -4576931 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4578864.000000 Penalty: 3165.302246
	Iteration 8F: 3 clusters Score -4578864 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4580879.500000 Penalty: 3165.302246
	Iteration 9F: 3 clusters Score -4580880 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -4582942.500000 Penalty: 3165.302246
	Iteration 10F: 3 clusters Score -4582942 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -4584649.000000 Penalty: 3165.302246
	Iteration 11Q: 3 clusters Score -4584649 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -4585767.500000 Penalty: 3165.302246
	Iteration 12Q: 3 clusters Score -4585768 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -4586312.500000 Penalty: 3165.302246
	Iteration 13Q: 3 clusters Score -4586312 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -4586549.000000 Penalty: 3165.302246
	Iteration 14Q: 3 clusters Score -4586549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -4586646.000000 Penalty: 3165.302246
	Iteration 15Q: 3 clusters Score -4586646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -4586703.000000 Penalty: 3165.302246
	Iteration 16Q: 3 clusters Score -4586703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -4586759.000000 Penalty: 3165.302246
	Iteration 17Q: 3 clusters Score -4586759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -4586781.500000 Penalty: 3165.302246
	Iteration 18Q: 3 clusters Score -4586782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -4586791.500000 Penalty: 3165.302246
	Iteration 19Q: 3 clusters Score -4586792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -4586792.500000 Penalty: 3165.302246
	Iteration 20F: 3 clusters Score -4586792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -4586798.500000 Penalty: 3165.302246
	Iteration 21Q: 3 clusters Score -4586798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4586806.500000 Penalty: 3165.302246
	Iteration 22Q: 3 clusters Score -4586806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -4586805.500000 Penalty: 3165.302246
	Iteration 23Q: 3 clusters Score -4586806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -4586808.500000 Penalty: 3165.302246
	Iteration 24Q: 3 clusters Score -4586808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -4586813.500000 Penalty: 3165.302246
	Iteration 25Q: 3 clusters Score -4586814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -4586815.500000 Penalty: 3165.302246
	Iteration 26Q: 3 clusters Score -4586816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4586816.500000 Penalty: 3165.302246
	Iteration 27Q: 3 clusters Score -4586816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4586816.500000 Penalty: 3165.302246
	Iteration 28F: 3 clusters Score -4586816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Entering Unmasked Estep 
Score: -1910095.000000 Penalty: 1465.645874
	Iteration 0F: 2 clusters Score -1910095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1897619.000000 Penalty: 2931.291748
	Iteration 0F: 3 clusters Score -1897619 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1902122.750000 Penalty: 2931.291748
	Iteration 1F: 3 clusters Score -1902123 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1902616.375000 Penalty: 2931.291748
	Iteration 2F: 3 clusters Score -1902616 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1903037.500000 Penalty: 2931.291748
	Iteration 3F: 3 clusters Score -1903038 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1903392.500000 Penalty: 2931.291748
	Iteration 4Q: 3 clusters Score -1903392 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1903728.125000 Penalty: 2931.291748
	Iteration 5Q: 3 clusters Score -1903728 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1904104.000000 Penalty: 2931.291748
	Iteration 6Q: 3 clusters Score -1904104 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1904440.125000 Penalty: 2931.291748
	Iteration 7Q: 3 clusters Score -1904440 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1904704.000000 Penalty: 2931.291748
	Iteration 8Q: 3 clusters Score -1904704 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1904930.375000 Penalty: 2931.291748
	Iteration 9Q: 3 clusters Score -1904930 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1905094.000000 Penalty: 2931.291748
	Iteration 10Q: 3 clusters Score -1905094 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1905247.750000 Penalty: 2931.291748
	Iteration 11Q: 3 clusters Score -1905248 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1905391.625000 Penalty: 2931.291748
	Iteration 12Q: 3 clusters Score -1905392 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1905562.750000 Penalty: 2931.291748
	Iteration 13Q: 3 clusters Score -1905563 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1905744.250000 Penalty: 2931.291748
	Iteration 14Q: 3 clusters Score -1905744 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1905938.250000 Penalty: 2931.291748
	Iteration 15Q: 3 clusters Score -1905938 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1906148.125000 Penalty: 2931.291748
	Iteration 16Q: 3 clusters Score -1906148 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1906387.625000 Penalty: 2931.291748
	Iteration 17Q: 3 clusters Score -1906388 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1906700.125000 Penalty: 2931.291748
	Iteration 18Q: 3 clusters Score -1906700 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1907047.875000 Penalty: 2931.291748
	Iteration 19Q: 3 clusters Score -1907048 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1907404.000000 Penalty: 2931.291748
	Iteration 20F: 3 clusters Score -1907404 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1907768.375000 Penalty: 2931.291748
	Iteration 21Q: 3 clusters Score -1907768 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1908133.000000 Penalty: 2931.291748
	Iteration 22Q: 3 clusters Score -1908133 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1908432.750000 Penalty: 2931.291748
	Iteration 23Q: 3 clusters Score -1908433 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1908679.375000 Penalty: 2931.291748
	Iteration 24Q: 3 clusters Score -1908679 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1908832.625000 Penalty: 2931.291748
	Iteration 25Q: 3 clusters Score -1908833 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1908942.250000 Penalty: 2931.291748
	Iteration 26Q: 3 clusters Score -1908942 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1909027.625000 Penalty: 2931.291748
	Iteration 27Q: 3 clusters Score -1909028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1909089.250000 Penalty: 2931.291748
	Iteration 28Q: 3 clusters Score -1909089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1909141.625000 Penalty: 2931.291748
	Iteration 29Q: 3 clusters Score -1909142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1909177.250000 Penalty: 2931.291748
	Iteration 30Q: 3 clusters Score -1909177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -1909214.750000 Penalty: 2931.291748
	Iteration 31Q: 3 clusters Score -1909215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1909229.625000 Penalty: 2931.291748
	Iteration 32Q: 3 clusters Score -1909230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1909240.875000 Penalty: 2931.291748
	Iteration 33Q: 3 clusters Score -1909241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1909249.375000 Penalty: 2931.291748
	Iteration 34Q: 3 clusters Score -1909249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1909258.125000 Penalty: 2931.291748
	Iteration 35Q: 3 clusters Score -1909258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1909259.750000 Penalty: 2931.291748
	Iteration 36Q: 3 clusters Score -1909260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1909262.500000 Penalty: 2931.291748
	Iteration 37Q: 3 clusters Score -1909262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1909262.500000 Penalty: 2931.291748
	Iteration 38F: 3 clusters Score -1909262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Entering Unmasked Estep 
Score: -4287571.000000 Penalty: 1571.119019
	Iteration 0F: 2 clusters Score -4287571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -4262576.500000 Penalty: 3142.238037
	Iteration 0F: 3 clusters Score -4262576 nChanged 17658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -4272238.000000 Penalty: 3142.238037
	Iteration 1F: 3 clusters Score -4272238 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -4272795.500000 Penalty: 3142.238037
	Iteration 2Q: 3 clusters Score -4272796 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -4273355.000000 Penalty: 3142.238037
	Iteration 3Q: 3 clusters Score -4273355 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4274106.500000 Penalty: 3142.238037
	Iteration 4Q: 3 clusters Score -4274106 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -4275267.500000 Penalty: 3142.238037
	Iteration 5F: 3 clusters Score -4275268 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -4277120.500000 Penalty: 3142.238037
	Iteration 6F: 3 clusters Score -4277120 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -4279481.000000 Penalty: 3142.238037
	Iteration 7F: 3 clusters Score -4279481 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4281981.500000 Penalty: 3142.238037
	Iteration 8F: 3 clusters Score -4281982 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4283930.500000 Penalty: 3142.238037
	Iteration 9F: 3 clusters Score -4283930 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4285087.000000 Penalty: 3142.238037
	Iteration 10Q: 3 clusters Score -4285087 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4285692.500000 Penalty: 3142.238037
	Iteration 11Q: 3 clusters Score -4285692 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4285940.000000 Penalty: 3142.238037
	Iteration 12Q: 3 clusters Score -4285940 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4286062.000000 Penalty: 3142.238037
	Iteration 13Q: 3 clusters Score -4286062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4286144.000000 Penalty: 3142.238037
	Iteration 14Q: 3 clusters Score -4286144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4286183.000000 Penalty: 3142.238037
	Iteration 15Q: 3 clusters Score -4286183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4286234.000000 Penalty: 3142.238037
	Iteration 16Q: 3 clusters Score -4286234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4286276.000000 Penalty: 3142.238037
	Iteration 17Q: 3 clusters Score -4286276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4286285.500000 Penalty: 3142.238037
	Iteration 18Q: 3 clusters Score -4286286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4286300.000000 Penalty: 3142.238037
	Iteration 19Q: 3 clusters Score -4286300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4286315.000000 Penalty: 3142.238037
	Iteration 20F: 3 clusters Score -4286315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4286328.500000 Penalty: 3142.238037
	Iteration 21Q: 3 clusters Score -4286328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4286336.000000 Penalty: 3142.238037
	Iteration 22Q: 3 clusters Score -4286336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4286336.500000 Penalty: 3142.238037
	Iteration 23Q: 3 clusters Score -4286336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4286344.000000 Penalty: 3142.238037
	Iteration 24Q: 3 clusters Score -4286344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4286351.500000 Penalty: 3142.238037
	Iteration 25Q: 3 clusters Score -4286352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4286358.500000 Penalty: 3142.238037
	Iteration 26Q: 3 clusters Score -4286358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4286359.500000 Penalty: 3142.238037
	Iteration 27Q: 3 clusters Score -4286360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4286366.000000 Penalty: 3142.238037
	Iteration 28Q: 3 clusters Score -4286366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4286367.000000 Penalty: 3142.238037
	Iteration 29Q: 3 clusters Score -4286367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4286365.500000 Penalty: 3142.238037
	Iteration 30Q: 3 clusters Score -4286366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4286366.000000 Penalty: 3142.238037
	Iteration 31Q: 3 clusters Score -4286366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4286366.000000 Penalty: 3142.238037
	Iteration 32F: 3 clusters Score -4286366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Entering Unmasked Estep 
Score: -676522.500000 Penalty: 1287.324585
	Iteration 0F: 2 clusters Score -676522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -672426.187500 Penalty: 2574.649170
	Iteration 0F: 3 clusters Score -672426.2 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -673632.312500 Penalty: 2574.649170
	Iteration 1F: 3 clusters Score -673632.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -673836.625000 Penalty: 2574.649170
	Iteration 2F: 3 clusters Score -673836.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -673971.750000 Penalty: 2574.649170
	Iteration 3Q: 3 clusters Score -673971.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -674070.000000 Penalty: 2574.649170
	Iteration 4Q: 3 clusters Score -674070 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -674146.750000 Penalty: 2574.649170
	Iteration 5Q: 3 clusters Score -674146.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -674202.000000 Penalty: 2574.649170
	Iteration 6Q: 3 clusters Score -674202 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -674250.062500 Penalty: 2574.649170
	Iteration 7Q: 3 clusters Score -674250.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -674292.312500 Penalty: 2574.649170
	Iteration 8Q: 3 clusters Score -674292.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -674338.250000 Penalty: 2574.649170
	Iteration 9Q: 3 clusters Score -674338.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -674389.062500 Penalty: 2574.649170
	Iteration 10Q: 3 clusters Score -674389.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -674441.312500 Penalty: 2574.649170
	Iteration 11Q: 3 clusters Score -674441.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -674494.437500 Penalty: 2574.649170
	Iteration 12Q: 3 clusters Score -674494.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -674557.812500 Penalty: 2574.649170
	Iteration 13Q: 3 clusters Score -674557.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -674631.312500 Penalty: 2574.649170
	Iteration 14Q: 3 clusters Score -674631.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -674703.937500 Penalty: 2574.649170
	Iteration 15Q: 3 clusters Score -674703.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -674779.187500 Penalty: 2574.649170
	Iteration 16Q: 3 clusters Score -674779.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -674840.562500 Penalty: 2574.649170
	Iteration 17Q: 3 clusters Score -674840.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -674894.687500 Penalty: 2574.649170
	Iteration 18Q: 3 clusters Score -674894.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -674965.500000 Penalty: 2574.649170
	Iteration 19Q: 3 clusters Score -674965.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -675032.125000 Penalty: 2574.649170
	Iteration 20F: 3 clusters Score -675032.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -675089.437500 Penalty: 2574.649170
	Iteration 21Q: 3 clusters Score -675089.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -675148.125000 Penalty: 2574.649170
	Iteration 22Q: 3 clusters Score -675148.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -675201.000000 Penalty: 2574.649170
	Iteration 23Q: 3 clusters Score -675201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -675241.875000 Penalty: 2574.649170
	Iteration 24Q: 3 clusters Score -675241.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -675282.437500 Penalty: 2574.649170
	Iteration 25Q: 3 clusters Score -675282.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -675310.875000 Penalty: 2574.649170
	Iteration 26Q: 3 clusters Score -675310.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -675330.687500 Penalty: 2574.649170
	Iteration 27Q: 3 clusters Score -675330.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -675356.000000 Penalty: 2574.649170
	Iteration 28Q: 3 clusters Score -675356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -675373.625000 Penalty: 2574.649170
	Iteration 29Q: 3 clusters Score -675373.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -675384.687500 Penalty: 2574.649170
	Iteration 30Q: 3 clusters Score -675384.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -675393.125000 Penalty: 2574.649170
	Iteration 31Q: 3 clusters Score -675393.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -675399.562500 Penalty: 2574.649170
	Iteration 32Q: 3 clusters Score -675399.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -675407.687500 Penalty: 2574.649170
	Iteration 33Q: 3 clusters Score -675407.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -675416.250000 Penalty: 2574.649170
	Iteration 34Q: 3 clusters Score -675416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -675421.000000 Penalty: 2574.649170
	Iteration 35Q: 3 clusters Score -675421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -675426.812500 Penalty: 2574.649170
	Iteration 36Q: 3 clusters Score -675426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -675431.187500 Penalty: 2574.649170
	Iteration 37Q: 3 clusters Score -675431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -675435.000000 Penalty: 2574.649170
	Iteration 38Q: 3 clusters Score -675435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -675439.312500 Penalty: 2574.649170
	Iteration 39Q: 3 clusters Score -675439.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -675440.750000 Penalty: 2574.649170
	Iteration 40F: 3 clusters Score -675440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -675441.125000 Penalty: 2574.649170
	Iteration 41Q: 3 clusters Score -675441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -675441.125000 Penalty: 2574.649170
	Iteration 42F: 3 clusters Score -675441.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Entering Unmasked Estep 
Score: -4145388.000000 Penalty: 1565.776611
	Iteration 0F: 2 clusters Score -4145388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4121458.250000 Penalty: 3131.553223
	Iteration 0F: 3 clusters Score -4121458 nChanged 16881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4130578.250000 Penalty: 3131.553223
	Iteration 1F: 3 clusters Score -4130578 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4131115.250000 Penalty: 3131.553223
	Iteration 2Q: 3 clusters Score -4131115 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4131682.750000 Penalty: 3131.553223
	Iteration 3Q: 3 clusters Score -4131683 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4132183.500000 Penalty: 3131.553223
	Iteration 4Q: 3 clusters Score -4132184 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -4132730.750000 Penalty: 3131.553223
	Iteration 5Q: 3 clusters Score -4132731 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4133349.750000 Penalty: 3131.553223
	Iteration 6Q: 3 clusters Score -4133350 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4133990.000000 Penalty: 3131.553223
	Iteration 7Q: 3 clusters Score -4133990 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -4134670.250000 Penalty: 3131.553223
	Iteration 8Q: 3 clusters Score -4134670 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4135474.000000 Penalty: 3131.553223
	Iteration 9Q: 3 clusters Score -4135474 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -4136278.250000 Penalty: 3131.553223
	Iteration 10Q: 3 clusters Score -4136278 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -4137150.500000 Penalty: 3131.553223
	Iteration 11Q: 3 clusters Score -4137150 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -4138062.500000 Penalty: 3131.553223
	Iteration 12Q: 3 clusters Score -4138062 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -4138975.500000 Penalty: 3131.553223
	Iteration 13Q: 3 clusters Score -4138976 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4139912.500000 Penalty: 3131.553223
	Iteration 14Q: 3 clusters Score -4139912 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4140635.750000 Penalty: 3131.553223
	Iteration 15Q: 3 clusters Score -4140636 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -4141201.000000 Penalty: 3131.553223
	Iteration 16Q: 3 clusters Score -4141201 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -4141595.250000 Penalty: 3131.553223
	Iteration 17Q: 3 clusters Score -4141595 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4141878.750000 Penalty: 3131.553223
	Iteration 18Q: 3 clusters Score -4141879 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -4142125.750000 Penalty: 3131.553223
	Iteration 19Q: 3 clusters Score -4142126 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -4142300.500000 Penalty: 3131.553223
	Iteration 20F: 3 clusters Score -4142300 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -4142529.250000 Penalty: 3131.553223
	Iteration 21Q: 3 clusters Score -4142529 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4142677.500000 Penalty: 3131.553223
	Iteration 22Q: 3 clusters Score -4142678 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -4142835.000000 Penalty: 3131.553223
	Iteration 23Q: 3 clusters Score -4142835 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4142972.500000 Penalty: 3131.553223
	Iteration 24Q: 3 clusters Score -4142972 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4143076.250000 Penalty: 3131.553223
	Iteration 25Q: 3 clusters Score -4143076 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4143183.250000 Penalty: 3131.553223
	Iteration 26Q: 3 clusters Score -4143183 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -4143269.000000 Penalty: 3131.553223
	Iteration 27Q: 3 clusters Score -4143269 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4143364.500000 Penalty: 3131.553223
	Iteration 28Q: 3 clusters Score -4143364 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -4143424.000000 Penalty: 3131.553223
	Iteration 29Q: 3 clusters Score -4143424 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4143492.000000 Penalty: 3131.553223
	Iteration 30Q: 3 clusters Score -4143492 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4143574.750000 Penalty: 3131.553223
	Iteration 31Q: 3 clusters Score -4143575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -4143639.250000 Penalty: 3131.553223
	Iteration 32Q: 3 clusters Score -4143639 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -4143720.750000 Penalty: 3131.553223
	Iteration 33Q: 3 clusters Score -4143721 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4143789.250000 Penalty: 3131.553223
	Iteration 34Q: 3 clusters Score -4143789 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -4143853.000000 Penalty: 3131.553223
	Iteration 35Q: 3 clusters Score -4143853 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -4143905.500000 Penalty: 3131.553223
	Iteration 36Q: 3 clusters Score -4143906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -4143936.500000 Penalty: 3131.553223
	Iteration 37Q: 3 clusters Score -4143936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4143968.750000 Penalty: 3131.553223
	Iteration 38Q: 3 clusters Score -4143969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4143992.750000 Penalty: 3131.553223
	Iteration 39Q: 3 clusters Score -4143993 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4144003.000000 Penalty: 3131.553223
	Iteration 40F: 3 clusters Score -4144003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -4144031.250000 Penalty: 3131.553223
	Iteration 41Q: 3 clusters Score -4144031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -4144042.500000 Penalty: 3131.553223
	Iteration 42Q: 3 clusters Score -4144042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4144052.250000 Penalty: 3131.553223
	Iteration 43Q: 3 clusters Score -4144052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4144071.750000 Penalty: 3131.553223
	Iteration 44Q: 3 clusters Score -4144072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -4144077.000000 Penalty: 3131.553223
	Iteration 45Q: 3 clusters Score -4144077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4144087.750000 Penalty: 3131.553223
	Iteration 46Q: 3 clusters Score -4144088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4144109.000000 Penalty: 3131.553223
	Iteration 47Q: 3 clusters Score -4144109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4144121.000000 Penalty: 3131.553223
	Iteration 48Q: 3 clusters Score -4144121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4144138.250000 Penalty: 3131.553223
	Iteration 49Q: 3 clusters Score -4144138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4144147.250000 Penalty: 3131.553223
	Iteration 50Q: 3 clusters Score -4144147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4144153.250000 Penalty: 3131.553223
	Iteration 51Q: 3 clusters Score -4144153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4144160.000000 Penalty: 3131.553223
	Iteration 52Q: 3 clusters Score -4144160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -4144161.250000 Penalty: 3131.553223
	Iteration 53Q: 3 clusters Score -4144161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -4144163.500000 Penalty: 3131.553223
	Iteration 54Q: 3 clusters Score -4144164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4144169.750000 Penalty: 3131.553223
	Iteration 55Q: 3 clusters Score -4144170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4144169.250000 Penalty: 3131.553223
	Iteration 56Q: 3 clusters Score -4144169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -4144169.500000 Penalty: 3131.553223
	Iteration 57Q: 3 clusters Score -4144170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -4144176.250000 Penalty: 3131.553223
	Iteration 58Q: 3 clusters Score -4144176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -4144179.250000 Penalty: 3131.553223
	Iteration 59Q: 3 clusters Score -4144179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4144181.000000 Penalty: 3131.553223
	Iteration 60F: 3 clusters Score -4144181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4144185.500000 Penalty: 3131.553223
	Iteration 61Q: 3 clusters Score -4144186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4144184.250000 Penalty: 3131.553223
	Iteration 62Q: 3 clusters Score -4144184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4144182.000000 Penalty: 3131.553223
	Iteration 63Q: 3 clusters Score -4144182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4144178.250000 Penalty: 3131.553223
	Iteration 64Q: 3 clusters Score -4144178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -4144186.000000 Penalty: 3131.553223
	Iteration 65Q: 3 clusters Score -4144186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4144181.750000 Penalty: 3131.553223
	Iteration 66Q: 3 clusters Score -4144182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -4144192.000000 Penalty: 3131.553223
	Iteration 67Q: 3 clusters Score -4144192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -4144189.500000 Penalty: 3131.553223
	Iteration 68Q: 3 clusters Score -4144190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -4144188.250000 Penalty: 3131.553223
	Iteration 69Q: 3 clusters Score -4144188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4144187.750000 Penalty: 3131.553223
	Iteration 70Q: 3 clusters Score -4144188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4144187.750000 Penalty: 3131.553223
	Iteration 71F: 3 clusters Score -4144188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Entering Unmasked Estep 
Score: -2415445.000000 Penalty: 1484.704590
	Iteration 0F: 2 clusters Score -2415445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2401410.000000 Penalty: 2969.409180
	Iteration 0F: 3 clusters Score -2401410 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2406364.500000 Penalty: 2969.409180
	Iteration 1F: 3 clusters Score -2406364 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2406761.500000 Penalty: 2969.409180
	Iteration 2F: 3 clusters Score -2406762 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2407059.500000 Penalty: 2969.409180
	Iteration 3Q: 3 clusters Score -2407060 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2407338.000000 Penalty: 2969.409180
	Iteration 4Q: 3 clusters Score -2407338 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2407599.250000 Penalty: 2969.409180
	Iteration 5Q: 3 clusters Score -2407599 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2407830.000000 Penalty: 2969.409180
	Iteration 6Q: 3 clusters Score -2407830 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2408072.500000 Penalty: 2969.409180
	Iteration 7Q: 3 clusters Score -2408072 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2408347.000000 Penalty: 2969.409180
	Iteration 8Q: 3 clusters Score -2408347 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2408676.500000 Penalty: 2969.409180
	Iteration 9Q: 3 clusters Score -2408676 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2409055.750000 Penalty: 2969.409180
	Iteration 10Q: 3 clusters Score -2409056 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2409604.250000 Penalty: 2969.409180
	Iteration 11Q: 3 clusters Score -2409604 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2410257.750000 Penalty: 2969.409180
	Iteration 12F: 3 clusters Score -2410258 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2410999.750000 Penalty: 2969.409180
	Iteration 13F: 3 clusters Score -2411000 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2411785.500000 Penalty: 2969.409180
	Iteration 14F: 3 clusters Score -2411786 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2412525.250000 Penalty: 2969.409180
	Iteration 15Q: 3 clusters Score -2412525 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2413148.500000 Penalty: 2969.409180
	Iteration 16Q: 3 clusters Score -2413148 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2413569.000000 Penalty: 2969.409180
	Iteration 17Q: 3 clusters Score -2413569 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2413844.500000 Penalty: 2969.409180
	Iteration 18Q: 3 clusters Score -2413844 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2413996.250000 Penalty: 2969.409180
	Iteration 19Q: 3 clusters Score -2413996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2414093.750000 Penalty: 2969.409180
	Iteration 20F: 3 clusters Score -2414094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2414160.250000 Penalty: 2969.409180
	Iteration 21Q: 3 clusters Score -2414160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2414208.500000 Penalty: 2969.409180
	Iteration 22Q: 3 clusters Score -2414208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2414247.250000 Penalty: 2969.409180
	Iteration 23Q: 3 clusters Score -2414247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2414266.000000 Penalty: 2969.409180
	Iteration 24Q: 3 clusters Score -2414266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2414283.500000 Penalty: 2969.409180
	Iteration 25Q: 3 clusters Score -2414284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2414294.000000 Penalty: 2969.409180
	Iteration 26Q: 3 clusters Score -2414294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2414299.500000 Penalty: 2969.409180
	Iteration 27Q: 3 clusters Score -2414300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2414305.750000 Penalty: 2969.409180
	Iteration 28Q: 3 clusters Score -2414306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2414307.500000 Penalty: 2969.409180
	Iteration 29Q: 3 clusters Score -2414308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2414309.250000 Penalty: 2969.409180
	Iteration 30Q: 3 clusters Score -2414309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2414314.250000 Penalty: 2969.409180
	Iteration 31Q: 3 clusters Score -2414314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2414314.000000 Penalty: 2969.409180
	Iteration 32Q: 3 clusters Score -2414314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2414322.250000 Penalty: 2969.409180
	Iteration 33Q: 3 clusters Score -2414322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2414322.250000 Penalty: 2969.409180
	Iteration 34Q: 3 clusters Score -2414322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2414322.250000 Penalty: 2969.409180
	Iteration 35F: 3 clusters Score -2414322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (92268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Entering Unmasked Estep 
Score: -10207108.000000 Penalty: 1701.149048
	Iteration 0F: 2 clusters Score -1.020711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -10146426.000000 Penalty: 3402.298096
	Iteration 0F: 3 clusters Score -1.014643e+07 nChanged 43551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -10171802.000000 Penalty: 3402.298096
	Iteration 1F: 3 clusters Score -1.01718e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -10173239.000000 Penalty: 3402.298096
	Iteration 2Q: 3 clusters Score -1.017324e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -10174898.000000 Penalty: 3402.298096
	Iteration 3Q: 3 clusters Score -1.01749e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -10177150.000000 Penalty: 3402.298096
	Iteration 4F: 3 clusters Score -1.017715e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -10179665.000000 Penalty: 3402.298096
	Iteration 5F: 3 clusters Score -1.017966e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -10182100.000000 Penalty: 3402.298096
	Iteration 6F: 3 clusters Score -1.01821e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -10184165.000000 Penalty: 3402.298096
	Iteration 7F: 3 clusters Score -1.018416e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -10185965.000000 Penalty: 3402.298096
	Iteration 8Q: 3 clusters Score -1.018596e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -10187447.000000 Penalty: 3402.298096
	Iteration 9Q: 3 clusters Score -1.018745e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -10188851.000000 Penalty: 3402.298096
	Iteration 10Q: 3 clusters Score -1.018885e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -10190229.000000 Penalty: 3402.298096
	Iteration 11Q: 3 clusters Score -1.019023e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -10191766.000000 Penalty: 3402.298096
	Iteration 12Q: 3 clusters Score -1.019177e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -10193419.000000 Penalty: 3402.298096
	Iteration 13Q: 3 clusters Score -1.019342e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -10195325.000000 Penalty: 3402.298096
	Iteration 14Q: 3 clusters Score -1.019532e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -10197308.000000 Penalty: 3402.298096
	Iteration 15Q: 3 clusters Score -1.019731e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -10199111.000000 Penalty: 3402.298096
	Iteration 16Q: 3 clusters Score -1.019911e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -10200722.000000 Penalty: 3402.298096
	Iteration 17Q: 3 clusters Score -1.020072e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -10202123.000000 Penalty: 3402.298096
	Iteration 18Q: 3 clusters Score -1.020212e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -10203201.000000 Penalty: 3402.298096
	Iteration 19Q: 3 clusters Score -1.02032e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -10204043.000000 Penalty: 3402.298096
	Iteration 20F: 3 clusters Score -1.020404e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -10204611.000000 Penalty: 3402.298096
	Iteration 21Q: 3 clusters Score -1.020461e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -10205011.000000 Penalty: 3402.298096
	Iteration 22Q: 3 clusters Score -1.020501e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 89243 members 
Entering Unmasked Estep 
Score: -10205278.000000 Penalty: 3402.298096
	Iteration 23Q: 3 clusters Score -1.020528e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -10205476.000000 Penalty: 3402.298096
	Iteration 24Q: 3 clusters Score -1.020548e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -10205605.000000 Penalty: 3402.298096
	Iteration 25Q: 3 clusters Score -1.02056e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -10205706.000000 Penalty: 3402.298096
	Iteration 26Q: 3 clusters Score -1.020571e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -10205794.000000 Penalty: 3402.298096
	Iteration 27Q: 3 clusters Score -1.020579e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -10205838.000000 Penalty: 3402.298096
	Iteration 28Q: 3 clusters Score -1.020584e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 90607 members 
Entering Unmasked Estep 
Score: -10205892.000000 Penalty: 3402.298096
	Iteration 29Q: 3 clusters Score -1.020589e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -10205933.000000 Penalty: 3402.298096
	Iteration 30Q: 3 clusters Score -1.020593e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -10205957.000000 Penalty: 3402.298096
	Iteration 31Q: 3 clusters Score -1.020596e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -10205979.000000 Penalty: 3402.298096
	Iteration 32Q: 3 clusters Score -1.020598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -10206008.000000 Penalty: 3402.298096
	Iteration 33Q: 3 clusters Score -1.020601e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -10206011.000000 Penalty: 3402.298096
	Iteration 34Q: 3 clusters Score -1.020601e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -10206008.000000 Penalty: 3402.298096
	Iteration 35Q: 3 clusters Score -1.020601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -10206020.000000 Penalty: 3402.298096
	Iteration 36Q: 3 clusters Score -1.020602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -10206028.000000 Penalty: 3402.298096
	Iteration 37Q: 3 clusters Score -1.020603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 90952 members 
Entering Unmasked Estep 
Score: -10206039.000000 Penalty: 3402.298096
	Iteration 38Q: 3 clusters Score -1.020604e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -10206049.000000 Penalty: 3402.298096
	Iteration 39Q: 3 clusters Score -1.020605e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -10206056.000000 Penalty: 3402.298096
	Iteration 40F: 3 clusters Score -1.020606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -10206068.000000 Penalty: 3402.298096
	Iteration 41Q: 3 clusters Score -1.020607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -10206082.000000 Penalty: 3402.298096
	Iteration 42Q: 3 clusters Score -1.020608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 91015 members 
Entering Unmasked Estep 
Score: -10206093.000000 Penalty: 3402.298096
	Iteration 43Q: 3 clusters Score -1.020609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -10206088.000000 Penalty: 3402.298096
	Iteration 44Q: 3 clusters Score -1.020609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -10206094.000000 Penalty: 3402.298096
	Iteration 45Q: 3 clusters Score -1.020609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 91037 members 
Entering Unmasked Estep 
Score: -10206088.000000 Penalty: 3402.298096
	Iteration 46Q: 3 clusters Score -1.020609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -10206090.000000 Penalty: 3402.298096
	Iteration 47Q: 3 clusters Score -1.020609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
Score: -10206091.000000 Penalty: 3402.298096
	Iteration 48Q: 3 clusters Score -1.020609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 91046 members 
Entering Unmasked Estep 
Score: -10206088.000000 Penalty: 3402.298096
	Iteration 49Q: 3 clusters Score -1.020609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -10206088.000000 Penalty: 3402.298096
	Iteration 50Q: 3 clusters Score -1.020609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 91046 members 
Entering Unmasked Estep 
Score: -10206092.000000 Penalty: 3402.298096
	Iteration 51Q: 3 clusters Score -1.020609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -10206100.000000 Penalty: 3402.298096
	Iteration 52Q: 3 clusters Score -1.02061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -10206099.000000 Penalty: 3402.298096
	Iteration 53Q: 3 clusters Score -1.02061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -10206102.000000 Penalty: 3402.298096
	Iteration 54Q: 3 clusters Score -1.02061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -10206095.000000 Penalty: 3402.298096
	Iteration 55Q: 3 clusters Score -1.02061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -10206106.000000 Penalty: 3402.298096
	Iteration 56Q: 3 clusters Score -1.020611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -10206106.000000 Penalty: 3402.298096
	Iteration 57F: 3 clusters Score -1.020611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Entering Unmasked Estep 
Score: -2472646.250000 Penalty: 1488.563232
	Iteration 0F: 2 clusters Score -2472646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2458201.000000 Penalty: 2977.126465
	Iteration 0F: 3 clusters Score -2458201 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2463353.250000 Penalty: 2977.126465
	Iteration 1F: 3 clusters Score -2463353 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2463748.500000 Penalty: 2977.126465
	Iteration 2F: 3 clusters Score -2463748 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2464093.750000 Penalty: 2977.126465
	Iteration 3Q: 3 clusters Score -2464094 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2464377.750000 Penalty: 2977.126465
	Iteration 4Q: 3 clusters Score -2464378 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2464677.500000 Penalty: 2977.126465
	Iteration 5Q: 3 clusters Score -2464678 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2464944.500000 Penalty: 2977.126465
	Iteration 6Q: 3 clusters Score -2464944 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2465171.250000 Penalty: 2977.126465
	Iteration 7Q: 3 clusters Score -2465171 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2465383.500000 Penalty: 2977.126465
	Iteration 8Q: 3 clusters Score -2465384 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2465585.750000 Penalty: 2977.126465
	Iteration 9Q: 3 clusters Score -2465586 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2465744.250000 Penalty: 2977.126465
	Iteration 10Q: 3 clusters Score -2465744 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2465927.750000 Penalty: 2977.126465
	Iteration 11Q: 3 clusters Score -2465928 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2466150.750000 Penalty: 2977.126465
	Iteration 12Q: 3 clusters Score -2466151 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2466342.000000 Penalty: 2977.126465
	Iteration 13Q: 3 clusters Score -2466342 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2466545.750000 Penalty: 2977.126465
	Iteration 14Q: 3 clusters Score -2466546 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2466794.000000 Penalty: 2977.126465
	Iteration 15Q: 3 clusters Score -2466794 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2467109.250000 Penalty: 2977.126465
	Iteration 16Q: 3 clusters Score -2467109 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2467466.500000 Penalty: 2977.126465
	Iteration 17Q: 3 clusters Score -2467466 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2467892.500000 Penalty: 2977.126465
	Iteration 18Q: 3 clusters Score -2467892 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2468388.750000 Penalty: 2977.126465
	Iteration 19Q: 3 clusters Score -2468389 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2468939.750000 Penalty: 2977.126465
	Iteration 20F: 3 clusters Score -2468940 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2469478.000000 Penalty: 2977.126465
	Iteration 21Q: 3 clusters Score -2469478 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2469980.500000 Penalty: 2977.126465
	Iteration 22Q: 3 clusters Score -2469980 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2470350.000000 Penalty: 2977.126465
	Iteration 23Q: 3 clusters Score -2470350 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2470601.500000 Penalty: 2977.126465
	Iteration 24Q: 3 clusters Score -2470602 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2470855.250000 Penalty: 2977.126465
	Iteration 25Q: 3 clusters Score -2470855 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2471020.500000 Penalty: 2977.126465
	Iteration 26Q: 3 clusters Score -2471020 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2471185.000000 Penalty: 2977.126465
	Iteration 27Q: 3 clusters Score -2471185 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2471303.500000 Penalty: 2977.126465
	Iteration 28Q: 3 clusters Score -2471304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2471385.000000 Penalty: 2977.126465
	Iteration 29Q: 3 clusters Score -2471385 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2471440.750000 Penalty: 2977.126465
	Iteration 30Q: 3 clusters Score -2471441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2471479.750000 Penalty: 2977.126465
	Iteration 31Q: 3 clusters Score -2471480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2471505.250000 Penalty: 2977.126465
	Iteration 32Q: 3 clusters Score -2471505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2471514.500000 Penalty: 2977.126465
	Iteration 33Q: 3 clusters Score -2471514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2471526.750000 Penalty: 2977.126465
	Iteration 34Q: 3 clusters Score -2471527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2471542.250000 Penalty: 2977.126465
	Iteration 35Q: 3 clusters Score -2471542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2471542.000000 Penalty: 2977.126465
	Iteration 36Q: 3 clusters Score -2471542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2471544.750000 Penalty: 2977.126465
	Iteration 37Q: 3 clusters Score -2471545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2471547.500000 Penalty: 2977.126465
	Iteration 38Q: 3 clusters Score -2471548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2471549.500000 Penalty: 2977.126465
	Iteration 39Q: 3 clusters Score -2471550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2471548.000000 Penalty: 2977.126465
	Iteration 40F: 3 clusters Score -2471548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2471550.250000 Penalty: 2977.126465
	Iteration 41Q: 3 clusters Score -2471550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2471551.000000 Penalty: 2977.126465
	Iteration 42Q: 3 clusters Score -2471551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2471551.000000 Penalty: 2977.126465
	Iteration 43F: 3 clusters Score -2471551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Entering Unmasked Estep 
Score: -2143900.750000 Penalty: 1467.347534
	Iteration 0F: 2 clusters Score -2143901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2131386.000000 Penalty: 2934.695068
	Iteration 0F: 3 clusters Score -2131386 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2135939.250000 Penalty: 2934.695068
	Iteration 1F: 3 clusters Score -2135939 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2136380.250000 Penalty: 2934.695068
	Iteration 2F: 3 clusters Score -2136380 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2136699.000000 Penalty: 2934.695068
	Iteration 3Q: 3 clusters Score -2136699 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2136932.250000 Penalty: 2934.695068
	Iteration 4Q: 3 clusters Score -2136932 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2137134.250000 Penalty: 2934.695068
	Iteration 5Q: 3 clusters Score -2137134 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2137332.250000 Penalty: 2934.695068
	Iteration 6Q: 3 clusters Score -2137332 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2137543.250000 Penalty: 2934.695068
	Iteration 7Q: 3 clusters Score -2137543 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2137758.000000 Penalty: 2934.695068
	Iteration 8Q: 3 clusters Score -2137758 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2137957.000000 Penalty: 2934.695068
	Iteration 9Q: 3 clusters Score -2137957 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2138166.750000 Penalty: 2934.695068
	Iteration 10Q: 3 clusters Score -2138167 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2138400.250000 Penalty: 2934.695068
	Iteration 11Q: 3 clusters Score -2138400 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2138654.250000 Penalty: 2934.695068
	Iteration 12Q: 3 clusters Score -2138654 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2138894.000000 Penalty: 2934.695068
	Iteration 13Q: 3 clusters Score -2138894 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2139098.250000 Penalty: 2934.695068
	Iteration 14Q: 3 clusters Score -2139098 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2139273.250000 Penalty: 2934.695068
	Iteration 15Q: 3 clusters Score -2139273 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2139428.000000 Penalty: 2934.695068
	Iteration 16Q: 3 clusters Score -2139428 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2139569.250000 Penalty: 2934.695068
	Iteration 17Q: 3 clusters Score -2139569 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2139704.500000 Penalty: 2934.695068
	Iteration 18Q: 3 clusters Score -2139704 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2139846.250000 Penalty: 2934.695068
	Iteration 19Q: 3 clusters Score -2139846 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2139995.750000 Penalty: 2934.695068
	Iteration 20F: 3 clusters Score -2139996 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2140185.750000 Penalty: 2934.695068
	Iteration 21Q: 3 clusters Score -2140186 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2140381.750000 Penalty: 2934.695068
	Iteration 22Q: 3 clusters Score -2140382 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2140613.500000 Penalty: 2934.695068
	Iteration 23Q: 3 clusters Score -2140614 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2140883.250000 Penalty: 2934.695068
	Iteration 24Q: 3 clusters Score -2140883 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2141150.750000 Penalty: 2934.695068
	Iteration 25Q: 3 clusters Score -2141151 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2141417.250000 Penalty: 2934.695068
	Iteration 26Q: 3 clusters Score -2141417 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2141674.000000 Penalty: 2934.695068
	Iteration 27Q: 3 clusters Score -2141674 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2141902.000000 Penalty: 2934.695068
	Iteration 28Q: 3 clusters Score -2141902 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2142092.250000 Penalty: 2934.695068
	Iteration 29Q: 3 clusters Score -2142092 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2142256.750000 Penalty: 2934.695068
	Iteration 30Q: 3 clusters Score -2142257 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2142383.250000 Penalty: 2934.695068
	Iteration 31Q: 3 clusters Score -2142383 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2142472.250000 Penalty: 2934.695068
	Iteration 32Q: 3 clusters Score -2142472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2142540.250000 Penalty: 2934.695068
	Iteration 33Q: 3 clusters Score -2142540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2142594.250000 Penalty: 2934.695068
	Iteration 34Q: 3 clusters Score -2142594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2142632.250000 Penalty: 2934.695068
	Iteration 35Q: 3 clusters Score -2142632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2142651.750000 Penalty: 2934.695068
	Iteration 36Q: 3 clusters Score -2142652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2142662.000000 Penalty: 2934.695068
	Iteration 37Q: 3 clusters Score -2142662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2142671.000000 Penalty: 2934.695068
	Iteration 38Q: 3 clusters Score -2142671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2142688.250000 Penalty: 2934.695068
	Iteration 39Q: 3 clusters Score -2142688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2142699.000000 Penalty: 2934.695068
	Iteration 40F: 3 clusters Score -2142699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2142699.500000 Penalty: 2934.695068
	Iteration 41Q: 3 clusters Score -2142700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2142702.750000 Penalty: 2934.695068
	Iteration 42Q: 3 clusters Score -2142703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2142704.000000 Penalty: 2934.695068
	Iteration 43Q: 3 clusters Score -2142704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2142712.750000 Penalty: 2934.695068
	Iteration 44Q: 3 clusters Score -2142713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2142719.000000 Penalty: 2934.695068
	Iteration 45Q: 3 clusters Score -2142719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2142722.250000 Penalty: 2934.695068
	Iteration 46Q: 3 clusters Score -2142722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2142726.000000 Penalty: 2934.695068
	Iteration 47Q: 3 clusters Score -2142726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2142729.500000 Penalty: 2934.695068
	Iteration 48Q: 3 clusters Score -2142730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2142732.750000 Penalty: 2934.695068
	Iteration 49Q: 3 clusters Score -2142733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2142734.500000 Penalty: 2934.695068
	Iteration 50Q: 3 clusters Score -2142734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2142735.000000 Penalty: 2934.695068
	Iteration 51Q: 3 clusters Score -2142735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2142735.750000 Penalty: 2934.695068
	Iteration 52Q: 3 clusters Score -2142736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2142739.250000 Penalty: 2934.695068
	Iteration 53Q: 3 clusters Score -2142739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2142746.250000 Penalty: 2934.695068
	Iteration 54Q: 3 clusters Score -2142746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2142747.500000 Penalty: 2934.695068
	Iteration 55Q: 3 clusters Score -2142748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2142758.000000 Penalty: 2934.695068
	Iteration 56Q: 3 clusters Score -2142758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2142761.000000 Penalty: 2934.695068
	Iteration 57Q: 3 clusters Score -2142761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2142764.250000 Penalty: 2934.695068
	Iteration 58Q: 3 clusters Score -2142764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2142768.750000 Penalty: 2934.695068
	Iteration 59Q: 3 clusters Score -2142769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2142767.500000 Penalty: 2934.695068
	Iteration 60F: 3 clusters Score -2142768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2142768.750000 Penalty: 2934.695068
	Iteration 61Q: 3 clusters Score -2142769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2142768.750000 Penalty: 2934.695068
	Iteration 62F: 3 clusters Score -2142769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -307277.750000 Penalty: 1187.631104
	Iteration 0F: 2 clusters Score -307277.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -304906.937500 Penalty: 2375.262207
	Iteration 0F: 3 clusters Score -304906.9 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -305514.187500 Penalty: 2375.262207
	Iteration 1F: 3 clusters Score -305514.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -305643.343750 Penalty: 2375.262207
	Iteration 2F: 3 clusters Score -305643.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -305741.031250 Penalty: 2375.262207
	Iteration 3Q: 3 clusters Score -305741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -305787.562500 Penalty: 2375.262207
	Iteration 4Q: 3 clusters Score -305787.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -305816.875000 Penalty: 2375.262207
	Iteration 5Q: 3 clusters Score -305816.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -305847.968750 Penalty: 2375.262207
	Iteration 6Q: 3 clusters Score -305848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -305884.687500 Penalty: 2375.262207
	Iteration 7Q: 3 clusters Score -305884.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -305918.031250 Penalty: 2375.262207
	Iteration 8Q: 3 clusters Score -305918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -305943.656250 Penalty: 2375.262207
	Iteration 9Q: 3 clusters Score -305943.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -305966.000000 Penalty: 2375.262207
	Iteration 10Q: 3 clusters Score -305966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -305990.875000 Penalty: 2375.262207
	Iteration 11Q: 3 clusters Score -305990.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -306016.281250 Penalty: 2375.262207
	Iteration 12Q: 3 clusters Score -306016.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -306039.343750 Penalty: 2375.262207
	Iteration 13Q: 3 clusters Score -306039.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -306052.812500 Penalty: 2375.262207
	Iteration 14Q: 3 clusters Score -306052.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -306061.343750 Penalty: 2375.262207
	Iteration 15Q: 3 clusters Score -306061.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -306068.125000 Penalty: 2375.262207
	Iteration 16Q: 3 clusters Score -306068.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -306072.312500 Penalty: 2375.262207
	Iteration 17Q: 3 clusters Score -306072.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -306074.781250 Penalty: 2375.262207
	Iteration 18Q: 3 clusters Score -306074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -306077.718750 Penalty: 2375.262207
	Iteration 19Q: 3 clusters Score -306077.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -306081.000000 Penalty: 2375.262207
	Iteration 20F: 3 clusters Score -306081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -306085.750000 Penalty: 2375.262207
	Iteration 21Q: 3 clusters Score -306085.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -306090.875000 Penalty: 2375.262207
	Iteration 22Q: 3 clusters Score -306090.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -306096.031250 Penalty: 2375.262207
	Iteration 23Q: 3 clusters Score -306096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -306103.875000 Penalty: 2375.262207
	Iteration 24Q: 3 clusters Score -306103.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -306113.875000 Penalty: 2375.262207
	Iteration 25Q: 3 clusters Score -306113.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -306120.500000 Penalty: 2375.262207
	Iteration 26Q: 3 clusters Score -306120.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -306126.531250 Penalty: 2375.262207
	Iteration 27Q: 3 clusters Score -306126.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -306131.531250 Penalty: 2375.262207
	Iteration 28Q: 3 clusters Score -306131.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -306138.031250 Penalty: 2375.262207
	Iteration 29Q: 3 clusters Score -306138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -306141.093750 Penalty: 2375.262207
	Iteration 30Q: 3 clusters Score -306141.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -306143.000000 Penalty: 2375.262207
	Iteration 31Q: 3 clusters Score -306143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -306147.312500 Penalty: 2375.262207
	Iteration 32Q: 3 clusters Score -306147.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -306149.687500 Penalty: 2375.262207
	Iteration 33Q: 3 clusters Score -306149.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -306153.656250 Penalty: 2375.262207
	Iteration 34Q: 3 clusters Score -306153.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -306158.718750 Penalty: 2375.262207
	Iteration 35Q: 3 clusters Score -306158.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -306164.781250 Penalty: 2375.262207
	Iteration 36Q: 3 clusters Score -306164.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -306168.125000 Penalty: 2375.262207
	Iteration 37Q: 3 clusters Score -306168.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -306171.093750 Penalty: 2375.262207
	Iteration 38Q: 3 clusters Score -306171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -306178.000000 Penalty: 2375.262207
	Iteration 39Q: 3 clusters Score -306178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -306182.500000 Penalty: 2375.262207
	Iteration 40F: 3 clusters Score -306182.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -306186.093750 Penalty: 2375.262207
	Iteration 41Q: 3 clusters Score -306186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -306187.843750 Penalty: 2375.262207
	Iteration 42Q: 3 clusters Score -306187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -306189.156250 Penalty: 2375.262207
	Iteration 43Q: 3 clusters Score -306189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -306198.968750 Penalty: 2375.262207
	Iteration 44Q: 3 clusters Score -306199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -306204.031250 Penalty: 2375.262207
	Iteration 45Q: 3 clusters Score -306204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -306208.218750 Penalty: 2375.262207
	Iteration 46Q: 3 clusters Score -306208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -306210.281250 Penalty: 2375.262207
	Iteration 47Q: 3 clusters Score -306210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -306213.625000 Penalty: 2375.262207
	Iteration 48Q: 3 clusters Score -306213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -306215.125000 Penalty: 2375.262207
	Iteration 49Q: 3 clusters Score -306215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -306217.218750 Penalty: 2375.262207
	Iteration 50Q: 3 clusters Score -306217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -306219.562500 Penalty: 2375.262207
	Iteration 51Q: 3 clusters Score -306219.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -306221.750000 Penalty: 2375.262207
	Iteration 52Q: 3 clusters Score -306221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -306228.093750 Penalty: 2375.262207
	Iteration 53Q: 3 clusters Score -306228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -306232.875000 Penalty: 2375.262207
	Iteration 54Q: 3 clusters Score -306232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -306237.156250 Penalty: 2375.262207
	Iteration 55Q: 3 clusters Score -306237.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -306241.562500 Penalty: 2375.262207
	Iteration 56Q: 3 clusters Score -306241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -306242.875000 Penalty: 2375.262207
	Iteration 57Q: 3 clusters Score -306242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -306244.656250 Penalty: 2375.262207
	Iteration 58Q: 3 clusters Score -306244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -306246.125000 Penalty: 2375.262207
	Iteration 59Q: 3 clusters Score -306246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -306246.062500 Penalty: 2375.262207
	Iteration 60F: 3 clusters Score -306246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -306247.375000 Penalty: 2375.262207
	Iteration 61Q: 3 clusters Score -306247.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -306249.250000 Penalty: 2375.262207
	Iteration 62Q: 3 clusters Score -306249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -306251.656250 Penalty: 2375.262207
	Iteration 63Q: 3 clusters Score -306251.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -306253.843750 Penalty: 2375.262207
	Iteration 64Q: 3 clusters Score -306253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -306256.000000 Penalty: 2375.262207
	Iteration 65Q: 3 clusters Score -306256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -306257.187500 Penalty: 2375.262207
	Iteration 66Q: 3 clusters Score -306257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -306258.312500 Penalty: 2375.262207
	Iteration 67Q: 3 clusters Score -306258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -306259.125000 Penalty: 2375.262207
	Iteration 68Q: 3 clusters Score -306259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -306259.375000 Penalty: 2375.262207
	Iteration 69Q: 3 clusters Score -306259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -306259.625000 Penalty: 2375.262207
	Iteration 70Q: 3 clusters Score -306259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -306261.343750 Penalty: 2375.262207
	Iteration 71Q: 3 clusters Score -306261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -306261.812500 Penalty: 2375.262207
	Iteration 72Q: 3 clusters Score -306261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -306263.468750 Penalty: 2375.262207
	Iteration 73Q: 3 clusters Score -306263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -306265.718750 Penalty: 2375.262207
	Iteration 74Q: 3 clusters Score -306265.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -306269.531250 Penalty: 2375.262207
	Iteration 75Q: 3 clusters Score -306269.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -306273.250000 Penalty: 2375.262207
	Iteration 76Q: 3 clusters Score -306273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -306275.750000 Penalty: 2375.262207
	Iteration 77Q: 3 clusters Score -306275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -306278.781250 Penalty: 2375.262207
	Iteration 78Q: 3 clusters Score -306278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -306280.562500 Penalty: 2375.262207
	Iteration 79Q: 3 clusters Score -306280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -306281.375000 Penalty: 2375.262207
	Iteration 80F: 3 clusters Score -306281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -306282.156250 Penalty: 2375.262207
	Iteration 81Q: 3 clusters Score -306282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -306282.156250 Penalty: 2375.262207
	Iteration 82F: 3 clusters Score -306282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Entering Unmasked Estep 
Score: -2003118.750000 Penalty: 1457.895264
	Iteration 0F: 2 clusters Score -2003119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1991291.750000 Penalty: 2915.790527
	Iteration 0F: 3 clusters Score -1991292 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1995515.625000 Penalty: 2915.790527
	Iteration 1F: 3 clusters Score -1995516 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1995892.000000 Penalty: 2915.790527
	Iteration 2F: 3 clusters Score -1995892 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1996188.500000 Penalty: 2915.790527
	Iteration 3Q: 3 clusters Score -1996188 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1996458.125000 Penalty: 2915.790527
	Iteration 4Q: 3 clusters Score -1996458 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1996739.375000 Penalty: 2915.790527
	Iteration 5Q: 3 clusters Score -1996739 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1997117.625000 Penalty: 2915.790527
	Iteration 6Q: 3 clusters Score -1997118 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1997592.500000 Penalty: 2915.790527
	Iteration 7Q: 3 clusters Score -1997592 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1998254.625000 Penalty: 2915.790527
	Iteration 8F: 3 clusters Score -1998255 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1999089.750000 Penalty: 2915.790527
	Iteration 9F: 3 clusters Score -1999090 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1999863.750000 Penalty: 2915.790527
	Iteration 10F: 3 clusters Score -1999864 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2000485.625000 Penalty: 2915.790527
	Iteration 11Q: 3 clusters Score -2000486 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2000915.000000 Penalty: 2915.790527
	Iteration 12Q: 3 clusters Score -2000915 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2001239.500000 Penalty: 2915.790527
	Iteration 13Q: 3 clusters Score -2001240 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2001457.875000 Penalty: 2915.790527
	Iteration 14Q: 3 clusters Score -2001458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2001600.375000 Penalty: 2915.790527
	Iteration 15Q: 3 clusters Score -2001600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2001692.625000 Penalty: 2915.790527
	Iteration 16Q: 3 clusters Score -2001693 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2001767.250000 Penalty: 2915.790527
	Iteration 17Q: 3 clusters Score -2001767 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2001822.375000 Penalty: 2915.790527
	Iteration 18Q: 3 clusters Score -2001822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2001855.000000 Penalty: 2915.790527
	Iteration 19Q: 3 clusters Score -2001855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2001882.750000 Penalty: 2915.790527
	Iteration 20F: 3 clusters Score -2001883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2001896.875000 Penalty: 2915.790527
	Iteration 21Q: 3 clusters Score -2001897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2001908.750000 Penalty: 2915.790527
	Iteration 22Q: 3 clusters Score -2001909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2001915.625000 Penalty: 2915.790527
	Iteration 23Q: 3 clusters Score -2001916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2001927.500000 Penalty: 2915.790527
	Iteration 24Q: 3 clusters Score -2001928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2001936.625000 Penalty: 2915.790527
	Iteration 25Q: 3 clusters Score -2001937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2001939.375000 Penalty: 2915.790527
	Iteration 26Q: 3 clusters Score -2001939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2001946.250000 Penalty: 2915.790527
	Iteration 27Q: 3 clusters Score -2001946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2001948.750000 Penalty: 2915.790527
	Iteration 28Q: 3 clusters Score -2001949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2001959.875000 Penalty: 2915.790527
	Iteration 29Q: 3 clusters Score -2001960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2001973.750000 Penalty: 2915.790527
	Iteration 30Q: 3 clusters Score -2001974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2001978.250000 Penalty: 2915.790527
	Iteration 31Q: 3 clusters Score -2001978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2001981.125000 Penalty: 2915.790527
	Iteration 32Q: 3 clusters Score -2001981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2001983.750000 Penalty: 2915.790527
	Iteration 33Q: 3 clusters Score -2001984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2001987.750000 Penalty: 2915.790527
	Iteration 34Q: 3 clusters Score -2001988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2001995.375000 Penalty: 2915.790527
	Iteration 35Q: 3 clusters Score -2001995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2001997.875000 Penalty: 2915.790527
	Iteration 36Q: 3 clusters Score -2001998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2002003.500000 Penalty: 2915.790527
	Iteration 37Q: 3 clusters Score -2002004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2002005.250000 Penalty: 2915.790527
	Iteration 38Q: 3 clusters Score -2002005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2002010.500000 Penalty: 2915.790527
	Iteration 39Q: 3 clusters Score -2002010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2002012.625000 Penalty: 2915.790527
	Iteration 40F: 3 clusters Score -2002013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2002015.500000 Penalty: 2915.790527
	Iteration 41Q: 3 clusters Score -2002016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2002018.375000 Penalty: 2915.790527
	Iteration 42Q: 3 clusters Score -2002018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2002022.125000 Penalty: 2915.790527
	Iteration 43Q: 3 clusters Score -2002022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2002026.500000 Penalty: 2915.790527
	Iteration 44Q: 3 clusters Score -2002026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2002030.500000 Penalty: 2915.790527
	Iteration 45Q: 3 clusters Score -2002030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2002030.750000 Penalty: 2915.790527
	Iteration 46Q: 3 clusters Score -2002031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2002030.375000 Penalty: 2915.790527
	Iteration 47Q: 3 clusters Score -2002030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2002030.750000 Penalty: 2915.790527
	Iteration 48Q: 3 clusters Score -2002031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2002030.750000 Penalty: 2915.790527
	Iteration 49F: 3 clusters Score -2002031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -422882.843750 Penalty: 1238.625244
	Iteration 0F: 2 clusters Score -422882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -419707.625000 Penalty: 2477.250488
	Iteration 0F: 3 clusters Score -419707.6 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -420595.375000 Penalty: 2477.250488
	Iteration 1F: 3 clusters Score -420595.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -420815.750000 Penalty: 2477.250488
	Iteration 2F: 3 clusters Score -420815.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -420934.093750 Penalty: 2477.250488
	Iteration 3Q: 3 clusters Score -420934.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -421024.437500 Penalty: 2477.250488
	Iteration 4Q: 3 clusters Score -421024.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -421101.437500 Penalty: 2477.250488
	Iteration 5Q: 3 clusters Score -421101.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -421153.250000 Penalty: 2477.250488
	Iteration 6Q: 3 clusters Score -421153.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -421202.843750 Penalty: 2477.250488
	Iteration 7Q: 3 clusters Score -421202.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -421237.312500 Penalty: 2477.250488
	Iteration 8Q: 3 clusters Score -421237.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -421271.687500 Penalty: 2477.250488
	Iteration 9Q: 3 clusters Score -421271.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -421293.937500 Penalty: 2477.250488
	Iteration 10Q: 3 clusters Score -421293.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -421315.562500 Penalty: 2477.250488
	Iteration 11Q: 3 clusters Score -421315.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -421332.250000 Penalty: 2477.250488
	Iteration 12Q: 3 clusters Score -421332.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -421344.093750 Penalty: 2477.250488
	Iteration 13Q: 3 clusters Score -421344.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -421353.812500 Penalty: 2477.250488
	Iteration 14Q: 3 clusters Score -421353.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -421361.625000 Penalty: 2477.250488
	Iteration 15Q: 3 clusters Score -421361.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -421369.468750 Penalty: 2477.250488
	Iteration 16Q: 3 clusters Score -421369.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -421376.812500 Penalty: 2477.250488
	Iteration 17Q: 3 clusters Score -421376.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -421383.843750 Penalty: 2477.250488
	Iteration 18Q: 3 clusters Score -421383.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -421389.812500 Penalty: 2477.250488
	Iteration 19Q: 3 clusters Score -421389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -421393.656250 Penalty: 2477.250488
	Iteration 20F: 3 clusters Score -421393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -421397.312500 Penalty: 2477.250488
	Iteration 21Q: 3 clusters Score -421397.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -421399.406250 Penalty: 2477.250488
	Iteration 22Q: 3 clusters Score -421399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -421402.312500 Penalty: 2477.250488
	Iteration 23Q: 3 clusters Score -421402.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -421403.187500 Penalty: 2477.250488
	Iteration 24Q: 3 clusters Score -421403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -421404.687500 Penalty: 2477.250488
	Iteration 25Q: 3 clusters Score -421404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -421405.218750 Penalty: 2477.250488
	Iteration 26Q: 3 clusters Score -421405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -421406.156250 Penalty: 2477.250488
	Iteration 27Q: 3 clusters Score -421406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -421406.125000 Penalty: 2477.250488
	Iteration 28Q: 3 clusters Score -421406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -421406.468750 Penalty: 2477.250488
	Iteration 29Q: 3 clusters Score -421406.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -421406.468750 Penalty: 2477.250488
	Iteration 30F: 3 clusters Score -421406.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -188268.250000 Penalty: 1110.206543
	Iteration 0F: 2 clusters Score -188268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186524.140625 Penalty: 2220.413086
	Iteration 0F: 3 clusters Score -186524.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186940.171875 Penalty: 2220.413086
	Iteration 1F: 3 clusters Score -186940.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -187080.578125 Penalty: 2220.413086
	Iteration 2F: 3 clusters Score -187080.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -187148.156250 Penalty: 2220.413086
	Iteration 3Q: 3 clusters Score -187148.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -187191.375000 Penalty: 2220.413086
	Iteration 4Q: 3 clusters Score -187191.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -187212.109375 Penalty: 2220.413086
	Iteration 5Q: 3 clusters Score -187212.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -187226.390625 Penalty: 2220.413086
	Iteration 6Q: 3 clusters Score -187226.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -187238.234375 Penalty: 2220.413086
	Iteration 7Q: 3 clusters Score -187238.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -187245.671875 Penalty: 2220.413086
	Iteration 8Q: 3 clusters Score -187245.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -187250.421875 Penalty: 2220.413086
	Iteration 9Q: 3 clusters Score -187250.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -187254.109375 Penalty: 2220.413086
	Iteration 10Q: 3 clusters Score -187254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -187256.687500 Penalty: 2220.413086
	Iteration 11Q: 3 clusters Score -187256.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -187259.125000 Penalty: 2220.413086
	Iteration 12Q: 3 clusters Score -187259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -187259.765625 Penalty: 2220.413086
	Iteration 13Q: 3 clusters Score -187259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -187259.765625 Penalty: 2220.413086
	Iteration 14F: 3 clusters Score -187259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Entering Unmasked Estep 
Score: -2577229.750000 Penalty: 1495.235596
	Iteration 0F: 2 clusters Score -2577230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2562205.000000 Penalty: 2990.471191
	Iteration 0F: 3 clusters Score -2562205 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2567856.250000 Penalty: 2990.471191
	Iteration 1F: 3 clusters Score -2567856 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2568337.500000 Penalty: 2990.471191
	Iteration 2F: 3 clusters Score -2568338 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2568795.750000 Penalty: 2990.471191
	Iteration 3Q: 3 clusters Score -2568796 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2569252.250000 Penalty: 2990.471191
	Iteration 4Q: 3 clusters Score -2569252 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2569712.000000 Penalty: 2990.471191
	Iteration 5Q: 3 clusters Score -2569712 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2570166.000000 Penalty: 2990.471191
	Iteration 6Q: 3 clusters Score -2570166 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2570608.250000 Penalty: 2990.471191
	Iteration 7Q: 3 clusters Score -2570608 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2571029.000000 Penalty: 2990.471191
	Iteration 8Q: 3 clusters Score -2571029 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2571392.500000 Penalty: 2990.471191
	Iteration 9Q: 3 clusters Score -2571392 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2571696.500000 Penalty: 2990.471191
	Iteration 10Q: 3 clusters Score -2571696 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2571924.000000 Penalty: 2990.471191
	Iteration 11Q: 3 clusters Score -2571924 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2572103.500000 Penalty: 2990.471191
	Iteration 12Q: 3 clusters Score -2572104 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2572248.500000 Penalty: 2990.471191
	Iteration 13Q: 3 clusters Score -2572248 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2572378.250000 Penalty: 2990.471191
	Iteration 14Q: 3 clusters Score -2572378 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2572445.500000 Penalty: 2990.471191
	Iteration 15Q: 3 clusters Score -2572446 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2572543.500000 Penalty: 2990.471191
	Iteration 16Q: 3 clusters Score -2572544 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2572596.250000 Penalty: 2990.471191
	Iteration 17Q: 3 clusters Score -2572596 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2572633.500000 Penalty: 2990.471191
	Iteration 18Q: 3 clusters Score -2572634 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2572675.000000 Penalty: 2990.471191
	Iteration 19Q: 3 clusters Score -2572675 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2572716.750000 Penalty: 2990.471191
	Iteration 20F: 3 clusters Score -2572717 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2572786.000000 Penalty: 2990.471191
	Iteration 21Q: 3 clusters Score -2572786 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2572856.750000 Penalty: 2990.471191
	Iteration 22Q: 3 clusters Score -2572857 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2572948.250000 Penalty: 2990.471191
	Iteration 23Q: 3 clusters Score -2572948 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2573045.000000 Penalty: 2990.471191
	Iteration 24Q: 3 clusters Score -2573045 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2573145.250000 Penalty: 2990.471191
	Iteration 25Q: 3 clusters Score -2573145 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2573264.250000 Penalty: 2990.471191
	Iteration 26Q: 3 clusters Score -2573264 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2573433.500000 Penalty: 2990.471191
	Iteration 27Q: 3 clusters Score -2573434 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2573618.750000 Penalty: 2990.471191
	Iteration 28Q: 3 clusters Score -2573619 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2573863.250000 Penalty: 2990.471191
	Iteration 29Q: 3 clusters Score -2573863 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2574096.000000 Penalty: 2990.471191
	Iteration 30Q: 3 clusters Score -2574096 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2574394.500000 Penalty: 2990.471191
	Iteration 31Q: 3 clusters Score -2574394 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2574672.750000 Penalty: 2990.471191
	Iteration 32Q: 3 clusters Score -2574673 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2574958.500000 Penalty: 2990.471191
	Iteration 33Q: 3 clusters Score -2574958 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2575252.000000 Penalty: 2990.471191
	Iteration 34Q: 3 clusters Score -2575252 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2575500.250000 Penalty: 2990.471191
	Iteration 35Q: 3 clusters Score -2575500 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2575690.000000 Penalty: 2990.471191
	Iteration 36Q: 3 clusters Score -2575690 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2575830.000000 Penalty: 2990.471191
	Iteration 37Q: 3 clusters Score -2575830 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2575932.750000 Penalty: 2990.471191
	Iteration 38Q: 3 clusters Score -2575933 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2576027.250000 Penalty: 2990.471191
	Iteration 39Q: 3 clusters Score -2576027 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2576091.500000 Penalty: 2990.471191
	Iteration 40F: 3 clusters Score -2576092 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2576142.500000 Penalty: 2990.471191
	Iteration 41Q: 3 clusters Score -2576142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2576183.250000 Penalty: 2990.471191
	Iteration 42Q: 3 clusters Score -2576183 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2576214.250000 Penalty: 2990.471191
	Iteration 43Q: 3 clusters Score -2576214 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2576239.000000 Penalty: 2990.471191
	Iteration 44Q: 3 clusters Score -2576239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2576265.250000 Penalty: 2990.471191
	Iteration 45Q: 3 clusters Score -2576265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2576282.750000 Penalty: 2990.471191
	Iteration 46Q: 3 clusters Score -2576283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2576290.250000 Penalty: 2990.471191
	Iteration 47Q: 3 clusters Score -2576290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2576298.750000 Penalty: 2990.471191
	Iteration 48Q: 3 clusters Score -2576299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2576310.000000 Penalty: 2990.471191
	Iteration 49Q: 3 clusters Score -2576310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2576325.250000 Penalty: 2990.471191
	Iteration 50Q: 3 clusters Score -2576325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2576331.500000 Penalty: 2990.471191
	Iteration 51Q: 3 clusters Score -2576332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2576334.000000 Penalty: 2990.471191
	Iteration 52Q: 3 clusters Score -2576334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2576339.000000 Penalty: 2990.471191
	Iteration 53Q: 3 clusters Score -2576339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2576345.750000 Penalty: 2990.471191
	Iteration 54Q: 3 clusters Score -2576346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2576352.500000 Penalty: 2990.471191
	Iteration 55Q: 3 clusters Score -2576352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2576362.500000 Penalty: 2990.471191
	Iteration 56Q: 3 clusters Score -2576362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2576365.500000 Penalty: 2990.471191
	Iteration 57Q: 3 clusters Score -2576366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2576372.500000 Penalty: 2990.471191
	Iteration 58Q: 3 clusters Score -2576372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2576382.250000 Penalty: 2990.471191
	Iteration 59Q: 3 clusters Score -2576382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2576383.250000 Penalty: 2990.471191
	Iteration 60F: 3 clusters Score -2576383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2576387.750000 Penalty: 2990.471191
	Iteration 61Q: 3 clusters Score -2576388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2576388.500000 Penalty: 2990.471191
	Iteration 62Q: 3 clusters Score -2576388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2576390.250000 Penalty: 2990.471191
	Iteration 63Q: 3 clusters Score -2576390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2576391.750000 Penalty: 2990.471191
	Iteration 64Q: 3 clusters Score -2576392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2576395.000000 Penalty: 2990.471191
	Iteration 65Q: 3 clusters Score -2576395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2576393.750000 Penalty: 2990.471191
	Iteration 66Q: 3 clusters Score -2576394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2576398.250000 Penalty: 2990.471191
	Iteration 67Q: 3 clusters Score -2576398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2576395.000000 Penalty: 2990.471191
	Iteration 68Q: 3 clusters Score -2576395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2576395.750000 Penalty: 2990.471191
	Iteration 69Q: 3 clusters Score -2576396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2576395.750000 Penalty: 2990.471191
	Iteration 70F: 3 clusters Score -2576396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Entering Unmasked Estep 
Score: -1687547.750000 Penalty: 1431.505005
	Iteration 0F: 2 clusters Score -1687548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1677577.875000 Penalty: 2863.010010
	Iteration 0F: 3 clusters Score -1677578 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1681033.125000 Penalty: 2863.010010
	Iteration 1F: 3 clusters Score -1681033 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1681424.500000 Penalty: 2863.010010
	Iteration 2F: 3 clusters Score -1681424 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1681716.750000 Penalty: 2863.010010
	Iteration 3Q: 3 clusters Score -1681717 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1681965.125000 Penalty: 2863.010010
	Iteration 4Q: 3 clusters Score -1681965 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1682178.625000 Penalty: 2863.010010
	Iteration 5Q: 3 clusters Score -1682179 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1682411.375000 Penalty: 2863.010010
	Iteration 6Q: 3 clusters Score -1682411 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1682653.125000 Penalty: 2863.010010
	Iteration 7Q: 3 clusters Score -1682653 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1682898.250000 Penalty: 2863.010010
	Iteration 8Q: 3 clusters Score -1682898 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1683149.875000 Penalty: 2863.010010
	Iteration 9Q: 3 clusters Score -1683150 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1683436.625000 Penalty: 2863.010010
	Iteration 10Q: 3 clusters Score -1683437 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1683721.625000 Penalty: 2863.010010
	Iteration 11Q: 3 clusters Score -1683722 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1683999.250000 Penalty: 2863.010010
	Iteration 12Q: 3 clusters Score -1683999 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1684303.000000 Penalty: 2863.010010
	Iteration 13Q: 3 clusters Score -1684303 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1684590.375000 Penalty: 2863.010010
	Iteration 14Q: 3 clusters Score -1684590 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1684836.500000 Penalty: 2863.010010
	Iteration 15Q: 3 clusters Score -1684836 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1685044.375000 Penalty: 2863.010010
	Iteration 16Q: 3 clusters Score -1685044 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1685220.250000 Penalty: 2863.010010
	Iteration 17Q: 3 clusters Score -1685220 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1685401.875000 Penalty: 2863.010010
	Iteration 18Q: 3 clusters Score -1685402 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1685593.125000 Penalty: 2863.010010
	Iteration 19Q: 3 clusters Score -1685593 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1685764.250000 Penalty: 2863.010010
	Iteration 20F: 3 clusters Score -1685764 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1685884.875000 Penalty: 2863.010010
	Iteration 21Q: 3 clusters Score -1685885 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1685981.125000 Penalty: 2863.010010
	Iteration 22Q: 3 clusters Score -1685981 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1686082.750000 Penalty: 2863.010010
	Iteration 23Q: 3 clusters Score -1686083 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1686140.625000 Penalty: 2863.010010
	Iteration 24Q: 3 clusters Score -1686141 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1686193.500000 Penalty: 2863.010010
	Iteration 25Q: 3 clusters Score -1686194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1686222.750000 Penalty: 2863.010010
	Iteration 26Q: 3 clusters Score -1686223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1686256.625000 Penalty: 2863.010010
	Iteration 27Q: 3 clusters Score -1686257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1686279.750000 Penalty: 2863.010010
	Iteration 28Q: 3 clusters Score -1686280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1686309.125000 Penalty: 2863.010010
	Iteration 29Q: 3 clusters Score -1686309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1686321.375000 Penalty: 2863.010010
	Iteration 30Q: 3 clusters Score -1686321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1686340.000000 Penalty: 2863.010010
	Iteration 31Q: 3 clusters Score -1686340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1686361.250000 Penalty: 2863.010010
	Iteration 32Q: 3 clusters Score -1686361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1686372.875000 Penalty: 2863.010010
	Iteration 33Q: 3 clusters Score -1686373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1686377.625000 Penalty: 2863.010010
	Iteration 34Q: 3 clusters Score -1686378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1686381.125000 Penalty: 2863.010010
	Iteration 35Q: 3 clusters Score -1686381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1686384.125000 Penalty: 2863.010010
	Iteration 36Q: 3 clusters Score -1686384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1686391.250000 Penalty: 2863.010010
	Iteration 37Q: 3 clusters Score -1686391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1686399.250000 Penalty: 2863.010010
	Iteration 38Q: 3 clusters Score -1686399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1686404.000000 Penalty: 2863.010010
	Iteration 39Q: 3 clusters Score -1686404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1686406.875000 Penalty: 2863.010010
	Iteration 40F: 3 clusters Score -1686407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1686407.875000 Penalty: 2863.010010
	Iteration 41Q: 3 clusters Score -1686408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1686407.625000 Penalty: 2863.010010
	Iteration 42Q: 3 clusters Score -1686408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1686409.000000 Penalty: 2863.010010
	Iteration 43Q: 3 clusters Score -1686409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1686411.000000 Penalty: 2863.010010
	Iteration 44Q: 3 clusters Score -1686411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1686411.125000 Penalty: 2863.010010
	Iteration 45Q: 3 clusters Score -1686411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1686413.875000 Penalty: 2863.010010
	Iteration 46Q: 3 clusters Score -1686414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1686415.250000 Penalty: 2863.010010
	Iteration 47Q: 3 clusters Score -1686415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1686415.250000 Penalty: 2863.010010
	Iteration 48F: 3 clusters Score -1686415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Entering Unmasked Estep 
Score: -2734213.750000 Penalty: 1503.313354
	Iteration 0F: 2 clusters Score -2734214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2718419.750000 Penalty: 3006.626709
	Iteration 0F: 3 clusters Score -2718420 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2724299.250000 Penalty: 3006.626709
	Iteration 1F: 3 clusters Score -2724299 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2724820.250000 Penalty: 3006.626709
	Iteration 2F: 3 clusters Score -2724820 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2725282.750000 Penalty: 3006.626709
	Iteration 3Q: 3 clusters Score -2725283 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2725735.250000 Penalty: 3006.626709
	Iteration 4Q: 3 clusters Score -2725735 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2726287.750000 Penalty: 3006.626709
	Iteration 5Q: 3 clusters Score -2726288 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2727038.750000 Penalty: 3006.626709
	Iteration 6F: 3 clusters Score -2727039 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2727993.000000 Penalty: 3006.626709
	Iteration 7F: 3 clusters Score -2727993 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2729177.250000 Penalty: 3006.626709
	Iteration 8F: 3 clusters Score -2729177 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2730366.250000 Penalty: 3006.626709
	Iteration 9F: 3 clusters Score -2730366 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2731357.250000 Penalty: 3006.626709
	Iteration 10Q: 3 clusters Score -2731357 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2732072.500000 Penalty: 3006.626709
	Iteration 11Q: 3 clusters Score -2732072 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -2732463.250000 Penalty: 3006.626709
	Iteration 12Q: 3 clusters Score -2732463 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2732695.750000 Penalty: 3006.626709
	Iteration 13Q: 3 clusters Score -2732696 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2732811.500000 Penalty: 3006.626709
	Iteration 14Q: 3 clusters Score -2732812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2732897.250000 Penalty: 3006.626709
	Iteration 15Q: 3 clusters Score -2732897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2732941.750000 Penalty: 3006.626709
	Iteration 16Q: 3 clusters Score -2732942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2732967.250000 Penalty: 3006.626709
	Iteration 17Q: 3 clusters Score -2732967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2732990.000000 Penalty: 3006.626709
	Iteration 18Q: 3 clusters Score -2732990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2732997.500000 Penalty: 3006.626709
	Iteration 19Q: 3 clusters Score -2732998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2733004.250000 Penalty: 3006.626709
	Iteration 20F: 3 clusters Score -2733004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2733007.750000 Penalty: 3006.626709
	Iteration 21Q: 3 clusters Score -2733008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2733009.250000 Penalty: 3006.626709
	Iteration 22Q: 3 clusters Score -2733009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2733009.500000 Penalty: 3006.626709
	Iteration 23Q: 3 clusters Score -2733010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2733013.000000 Penalty: 3006.626709
	Iteration 24Q: 3 clusters Score -2733013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2733014.750000 Penalty: 3006.626709
	Iteration 25Q: 3 clusters Score -2733015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2733014.750000 Penalty: 3006.626709
	Iteration 26F: 3 clusters Score -2733015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -299330.156250 Penalty: 1182.193237
	Iteration 0F: 2 clusters Score -299330.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -297001.093750 Penalty: 2364.386475
	Iteration 0F: 3 clusters Score -297001.1 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -297626.531250 Penalty: 2364.386475
	Iteration 1F: 3 clusters Score -297626.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -297780.468750 Penalty: 2364.386475
	Iteration 2F: 3 clusters Score -297780.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -297864.093750 Penalty: 2364.386475
	Iteration 3Q: 3 clusters Score -297864.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -297913.875000 Penalty: 2364.386475
	Iteration 4Q: 3 clusters Score -297913.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -297956.968750 Penalty: 2364.386475
	Iteration 5Q: 3 clusters Score -297957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -297993.812500 Penalty: 2364.386475
	Iteration 6Q: 3 clusters Score -297993.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -298019.968750 Penalty: 2364.386475
	Iteration 7Q: 3 clusters Score -298020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -298032.937500 Penalty: 2364.386475
	Iteration 8Q: 3 clusters Score -298032.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -298046.031250 Penalty: 2364.386475
	Iteration 9Q: 3 clusters Score -298046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -298057.031250 Penalty: 2364.386475
	Iteration 10Q: 3 clusters Score -298057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -298065.843750 Penalty: 2364.386475
	Iteration 11Q: 3 clusters Score -298065.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -298074.406250 Penalty: 2364.386475
	Iteration 12Q: 3 clusters Score -298074.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -298084.906250 Penalty: 2364.386475
	Iteration 13Q: 3 clusters Score -298084.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -298093.562500 Penalty: 2364.386475
	Iteration 14Q: 3 clusters Score -298093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -298097.187500 Penalty: 2364.386475
	Iteration 15Q: 3 clusters Score -298097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -298098.937500 Penalty: 2364.386475
	Iteration 16Q: 3 clusters Score -298098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -298101.406250 Penalty: 2364.386475
	Iteration 17Q: 3 clusters Score -298101.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -298103.437500 Penalty: 2364.386475
	Iteration 18Q: 3 clusters Score -298103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -298106.312500 Penalty: 2364.386475
	Iteration 19Q: 3 clusters Score -298106.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -298107.843750 Penalty: 2364.386475
	Iteration 20F: 3 clusters Score -298107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -298108.718750 Penalty: 2364.386475
	Iteration 21Q: 3 clusters Score -298108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -298108.781250 Penalty: 2364.386475
	Iteration 22Q: 3 clusters Score -298108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -298109.562500 Penalty: 2364.386475
	Iteration 23Q: 3 clusters Score -298109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -298110.687500 Penalty: 2364.386475
	Iteration 24Q: 3 clusters Score -298110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -298111.812500 Penalty: 2364.386475
	Iteration 25Q: 3 clusters Score -298111.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -298113.937500 Penalty: 2364.386475
	Iteration 26Q: 3 clusters Score -298113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -298116.531250 Penalty: 2364.386475
	Iteration 27Q: 3 clusters Score -298116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -298118.937500 Penalty: 2364.386475
	Iteration 28Q: 3 clusters Score -298118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -298121.656250 Penalty: 2364.386475
	Iteration 29Q: 3 clusters Score -298121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -298124.593750 Penalty: 2364.386475
	Iteration 30Q: 3 clusters Score -298124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -298125.468750 Penalty: 2364.386475
	Iteration 31Q: 3 clusters Score -298125.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -298126.156250 Penalty: 2364.386475
	Iteration 32Q: 3 clusters Score -298126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -298127.562500 Penalty: 2364.386475
	Iteration 33Q: 3 clusters Score -298127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -298127.656250 Penalty: 2364.386475
	Iteration 34Q: 3 clusters Score -298127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -298127.906250 Penalty: 2364.386475
	Iteration 35Q: 3 clusters Score -298127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -298129.000000 Penalty: 2364.386475
	Iteration 36Q: 3 clusters Score -298129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -298129.000000 Penalty: 2364.386475
	Iteration 37F: 3 clusters Score -298129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Entering Unmasked Estep 
Score: -1326168.375000 Penalty: 1398.985962
	Iteration 0F: 2 clusters Score -1326168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1318013.500000 Penalty: 2797.971924
	Iteration 0F: 3 clusters Score -1318014 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1320724.750000 Penalty: 2797.971924
	Iteration 1F: 3 clusters Score -1320725 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1321005.625000 Penalty: 2797.971924
	Iteration 2F: 3 clusters Score -1321006 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1321217.250000 Penalty: 2797.971924
	Iteration 3Q: 3 clusters Score -1321217 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1321402.875000 Penalty: 2797.971924
	Iteration 4Q: 3 clusters Score -1321403 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1321535.125000 Penalty: 2797.971924
	Iteration 5Q: 3 clusters Score -1321535 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1321648.500000 Penalty: 2797.971924
	Iteration 6Q: 3 clusters Score -1321648 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1321736.375000 Penalty: 2797.971924
	Iteration 7Q: 3 clusters Score -1321736 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1321817.375000 Penalty: 2797.971924
	Iteration 8Q: 3 clusters Score -1321817 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1321893.125000 Penalty: 2797.971924
	Iteration 9Q: 3 clusters Score -1321893 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1321956.250000 Penalty: 2797.971924
	Iteration 10Q: 3 clusters Score -1321956 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1322015.875000 Penalty: 2797.971924
	Iteration 11Q: 3 clusters Score -1322016 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1322064.625000 Penalty: 2797.971924
	Iteration 12Q: 3 clusters Score -1322065 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1322106.875000 Penalty: 2797.971924
	Iteration 13Q: 3 clusters Score -1322107 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1322159.875000 Penalty: 2797.971924
	Iteration 14Q: 3 clusters Score -1322160 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1322199.500000 Penalty: 2797.971924
	Iteration 15Q: 3 clusters Score -1322200 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1322230.500000 Penalty: 2797.971924
	Iteration 16Q: 3 clusters Score -1322230 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1322277.625000 Penalty: 2797.971924
	Iteration 17Q: 3 clusters Score -1322278 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1322304.500000 Penalty: 2797.971924
	Iteration 18Q: 3 clusters Score -1322304 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1322341.375000 Penalty: 2797.971924
	Iteration 19Q: 3 clusters Score -1322341 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1322383.125000 Penalty: 2797.971924
	Iteration 20F: 3 clusters Score -1322383 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1322441.000000 Penalty: 2797.971924
	Iteration 21Q: 3 clusters Score -1322441 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1322502.750000 Penalty: 2797.971924
	Iteration 22Q: 3 clusters Score -1322503 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1322568.750000 Penalty: 2797.971924
	Iteration 23Q: 3 clusters Score -1322569 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1322624.625000 Penalty: 2797.971924
	Iteration 24Q: 3 clusters Score -1322625 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1322724.750000 Penalty: 2797.971924
	Iteration 25Q: 3 clusters Score -1322725 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1322822.875000 Penalty: 2797.971924
	Iteration 26Q: 3 clusters Score -1322823 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1322940.875000 Penalty: 2797.971924
	Iteration 27Q: 3 clusters Score -1322941 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1323042.000000 Penalty: 2797.971924
	Iteration 28Q: 3 clusters Score -1323042 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1323122.250000 Penalty: 2797.971924
	Iteration 29Q: 3 clusters Score -1323122 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1323185.875000 Penalty: 2797.971924
	Iteration 30Q: 3 clusters Score -1323186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1323236.250000 Penalty: 2797.971924
	Iteration 31Q: 3 clusters Score -1323236 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1323268.125000 Penalty: 2797.971924
	Iteration 32Q: 3 clusters Score -1323268 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1323298.750000 Penalty: 2797.971924
	Iteration 33Q: 3 clusters Score -1323299 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1323317.125000 Penalty: 2797.971924
	Iteration 34Q: 3 clusters Score -1323317 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1323331.125000 Penalty: 2797.971924
	Iteration 35Q: 3 clusters Score -1323331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1323341.500000 Penalty: 2797.971924
	Iteration 36Q: 3 clusters Score -1323342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1323346.500000 Penalty: 2797.971924
	Iteration 37Q: 3 clusters Score -1323346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1323354.750000 Penalty: 2797.971924
	Iteration 38Q: 3 clusters Score -1323355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1323362.250000 Penalty: 2797.971924
	Iteration 39Q: 3 clusters Score -1323362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1323363.875000 Penalty: 2797.971924
	Iteration 40F: 3 clusters Score -1323364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1323370.500000 Penalty: 2797.971924
	Iteration 41Q: 3 clusters Score -1323370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1323371.375000 Penalty: 2797.971924
	Iteration 42Q: 3 clusters Score -1323371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1323375.750000 Penalty: 2797.971924
	Iteration 43Q: 3 clusters Score -1323376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1323378.500000 Penalty: 2797.971924
	Iteration 44Q: 3 clusters Score -1323378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1323381.500000 Penalty: 2797.971924
	Iteration 45Q: 3 clusters Score -1323382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1323391.750000 Penalty: 2797.971924
	Iteration 46Q: 3 clusters Score -1323392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1323392.625000 Penalty: 2797.971924
	Iteration 47Q: 3 clusters Score -1323393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1323394.375000 Penalty: 2797.971924
	Iteration 48Q: 3 clusters Score -1323394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1323398.125000 Penalty: 2797.971924
	Iteration 49Q: 3 clusters Score -1323398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1323399.750000 Penalty: 2797.971924
	Iteration 50Q: 3 clusters Score -1323400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1323407.250000 Penalty: 2797.971924
	Iteration 51Q: 3 clusters Score -1323407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1323415.250000 Penalty: 2797.971924
	Iteration 52Q: 3 clusters Score -1323415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1323416.375000 Penalty: 2797.971924
	Iteration 53Q: 3 clusters Score -1323416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1323427.750000 Penalty: 2797.971924
	Iteration 54Q: 3 clusters Score -1323428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1323431.875000 Penalty: 2797.971924
	Iteration 55Q: 3 clusters Score -1323432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1323436.250000 Penalty: 2797.971924
	Iteration 56Q: 3 clusters Score -1323436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1323443.750000 Penalty: 2797.971924
	Iteration 57Q: 3 clusters Score -1323444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1323453.750000 Penalty: 2797.971924
	Iteration 58Q: 3 clusters Score -1323454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1323462.125000 Penalty: 2797.971924
	Iteration 59Q: 3 clusters Score -1323462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1323460.375000 Penalty: 2797.971924
	Iteration 60F: 3 clusters Score -1323460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1323468.375000 Penalty: 2797.971924
	Iteration 61Q: 3 clusters Score -1323468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1323467.625000 Penalty: 2797.971924
	Iteration 62Q: 3 clusters Score -1323468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1323472.625000 Penalty: 2797.971924
	Iteration 63Q: 3 clusters Score -1323473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1323473.125000 Penalty: 2797.971924
	Iteration 64Q: 3 clusters Score -1323473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1323478.125000 Penalty: 2797.971924
	Iteration 65Q: 3 clusters Score -1323478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1323477.625000 Penalty: 2797.971924
	Iteration 66Q: 3 clusters Score -1323478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1323483.000000 Penalty: 2797.971924
	Iteration 67Q: 3 clusters Score -1323483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1323483.250000 Penalty: 2797.971924
	Iteration 68Q: 3 clusters Score -1323483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1323487.625000 Penalty: 2797.971924
	Iteration 69Q: 3 clusters Score -1323488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1323483.125000 Penalty: 2797.971924
	Iteration 70Q: 3 clusters Score -1323483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1323487.750000 Penalty: 2797.971924
	Iteration 71Q: 3 clusters Score -1323488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1323487.750000 Penalty: 2797.971924
	Iteration 72Q: 3 clusters Score -1323488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1323489.125000 Penalty: 2797.971924
	Iteration 73Q: 3 clusters Score -1323489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1323491.000000 Penalty: 2797.971924
	Iteration 74Q: 3 clusters Score -1323491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1323491.250000 Penalty: 2797.971924
	Iteration 75Q: 3 clusters Score -1323491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1323493.375000 Penalty: 2797.971924
	Iteration 76Q: 3 clusters Score -1323493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1323493.000000 Penalty: 2797.971924
	Iteration 77Q: 3 clusters Score -1323493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1323493.500000 Penalty: 2797.971924
	Iteration 78Q: 3 clusters Score -1323494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1323494.750000 Penalty: 2797.971924
	Iteration 79Q: 3 clusters Score -1323495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1323494.750000 Penalty: 2797.971924
	Iteration 80F: 3 clusters Score -1323495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Entering Unmasked Estep 
Score: -154168.468750 Penalty: 1089.491333
	Iteration 0F: 2 clusters Score -154168.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152617.000000 Penalty: 2178.982666
	Iteration 0F: 3 clusters Score -152617 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -153052.546875 Penalty: 2178.982666
	Iteration 1F: 3 clusters Score -153052.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -153257.812500 Penalty: 2178.982666
	Iteration 2F: 3 clusters Score -153257.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -153420.968750 Penalty: 2178.982666
	Iteration 3F: 3 clusters Score -153421 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -153567.515625 Penalty: 2178.982666
	Iteration 4F: 3 clusters Score -153567.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -153665.171875 Penalty: 2178.982666
	Iteration 5F: 3 clusters Score -153665.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -153720.250000 Penalty: 2178.982666
	Iteration 6Q: 3 clusters Score -153720.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153749.796875 Penalty: 2178.982666
	Iteration 7Q: 3 clusters Score -153749.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -153772.734375 Penalty: 2178.982666
	Iteration 8Q: 3 clusters Score -153772.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -153785.250000 Penalty: 2178.982666
	Iteration 9Q: 3 clusters Score -153785.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -153792.843750 Penalty: 2178.982666
	Iteration 10Q: 3 clusters Score -153792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153798.890625 Penalty: 2178.982666
	Iteration 11Q: 3 clusters Score -153798.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -153806.640625 Penalty: 2178.982666
	Iteration 12Q: 3 clusters Score -153806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -153809.843750 Penalty: 2178.982666
	Iteration 13Q: 3 clusters Score -153809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153810.312500 Penalty: 2178.982666
	Iteration 14Q: 3 clusters Score -153810.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153810.312500 Penalty: 2178.982666
	Iteration 15F: 3 clusters Score -153810.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Entering Unmasked Estep 
Score: -2185870.000000 Penalty: 1475.803101
	Iteration 0F: 2 clusters Score -2185870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2172690.500000 Penalty: 2951.606201
	Iteration 0F: 3 clusters Score -2172690 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2177588.000000 Penalty: 2951.606201
	Iteration 1F: 3 clusters Score -2177588 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2177991.250000 Penalty: 2951.606201
	Iteration 2F: 3 clusters Score -2177991 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2178276.250000 Penalty: 2951.606201
	Iteration 3Q: 3 clusters Score -2178276 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2178535.750000 Penalty: 2951.606201
	Iteration 4Q: 3 clusters Score -2178536 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2178788.000000 Penalty: 2951.606201
	Iteration 5Q: 3 clusters Score -2178788 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2179051.250000 Penalty: 2951.606201
	Iteration 6Q: 3 clusters Score -2179051 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2179287.250000 Penalty: 2951.606201
	Iteration 7Q: 3 clusters Score -2179287 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2179582.000000 Penalty: 2951.606201
	Iteration 8Q: 3 clusters Score -2179582 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2179932.500000 Penalty: 2951.606201
	Iteration 9Q: 3 clusters Score -2179932 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2180353.250000 Penalty: 2951.606201
	Iteration 10Q: 3 clusters Score -2180353 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2180882.000000 Penalty: 2951.606201
	Iteration 11Q: 3 clusters Score -2180882 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2181480.500000 Penalty: 2951.606201
	Iteration 12Q: 3 clusters Score -2181480 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2182082.500000 Penalty: 2951.606201
	Iteration 13Q: 3 clusters Score -2182082 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2182607.250000 Penalty: 2951.606201
	Iteration 14Q: 3 clusters Score -2182607 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2183037.750000 Penalty: 2951.606201
	Iteration 15Q: 3 clusters Score -2183038 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2183356.500000 Penalty: 2951.606201
	Iteration 16Q: 3 clusters Score -2183356 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2183595.000000 Penalty: 2951.606201
	Iteration 17Q: 3 clusters Score -2183595 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2183801.250000 Penalty: 2951.606201
	Iteration 18Q: 3 clusters Score -2183801 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2183944.250000 Penalty: 2951.606201
	Iteration 19Q: 3 clusters Score -2183944 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2184067.500000 Penalty: 2951.606201
	Iteration 20F: 3 clusters Score -2184068 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2184164.500000 Penalty: 2951.606201
	Iteration 21Q: 3 clusters Score -2184164 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2184250.000000 Penalty: 2951.606201
	Iteration 22Q: 3 clusters Score -2184250 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2184321.250000 Penalty: 2951.606201
	Iteration 23Q: 3 clusters Score -2184321 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2184386.750000 Penalty: 2951.606201
	Iteration 24Q: 3 clusters Score -2184387 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2184425.250000 Penalty: 2951.606201
	Iteration 25Q: 3 clusters Score -2184425 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2184462.500000 Penalty: 2951.606201
	Iteration 26Q: 3 clusters Score -2184462 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2184502.000000 Penalty: 2951.606201
	Iteration 27Q: 3 clusters Score -2184502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2184529.000000 Penalty: 2951.606201
	Iteration 28Q: 3 clusters Score -2184529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2184547.750000 Penalty: 2951.606201
	Iteration 29Q: 3 clusters Score -2184548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2184569.500000 Penalty: 2951.606201
	Iteration 30Q: 3 clusters Score -2184570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2184584.000000 Penalty: 2951.606201
	Iteration 31Q: 3 clusters Score -2184584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2184594.500000 Penalty: 2951.606201
	Iteration 32Q: 3 clusters Score -2184594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2184619.000000 Penalty: 2951.606201
	Iteration 33Q: 3 clusters Score -2184619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2184635.500000 Penalty: 2951.606201
	Iteration 34Q: 3 clusters Score -2184636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2184647.000000 Penalty: 2951.606201
	Iteration 35Q: 3 clusters Score -2184647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2184664.500000 Penalty: 2951.606201
	Iteration 36Q: 3 clusters Score -2184664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2184674.500000 Penalty: 2951.606201
	Iteration 37Q: 3 clusters Score -2184674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2184687.500000 Penalty: 2951.606201
	Iteration 38Q: 3 clusters Score -2184688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2184697.750000 Penalty: 2951.606201
	Iteration 39Q: 3 clusters Score -2184698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2184710.000000 Penalty: 2951.606201
	Iteration 40F: 3 clusters Score -2184710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2184714.750000 Penalty: 2951.606201
	Iteration 41Q: 3 clusters Score -2184715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2184714.250000 Penalty: 2951.606201
	Iteration 42Q: 3 clusters Score -2184714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2184721.000000 Penalty: 2951.606201
	Iteration 43Q: 3 clusters Score -2184721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2184722.500000 Penalty: 2951.606201
	Iteration 44Q: 3 clusters Score -2184722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2184729.250000 Penalty: 2951.606201
	Iteration 45Q: 3 clusters Score -2184729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2184729.250000 Penalty: 2951.606201
	Iteration 46Q: 3 clusters Score -2184729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2184735.250000 Penalty: 2951.606201
	Iteration 47Q: 3 clusters Score -2184735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2184740.250000 Penalty: 2951.606201
	Iteration 48Q: 3 clusters Score -2184740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2184744.750000 Penalty: 2951.606201
	Iteration 49Q: 3 clusters Score -2184745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2184748.500000 Penalty: 2951.606201
	Iteration 50Q: 3 clusters Score -2184748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2184752.250000 Penalty: 2951.606201
	Iteration 51Q: 3 clusters Score -2184752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2184752.500000 Penalty: 2951.606201
	Iteration 52Q: 3 clusters Score -2184752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2184756.000000 Penalty: 2951.606201
	Iteration 53Q: 3 clusters Score -2184756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2184755.750000 Penalty: 2951.606201
	Iteration 54Q: 3 clusters Score -2184756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2184756.750000 Penalty: 2951.606201
	Iteration 55Q: 3 clusters Score -2184757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2184758.000000 Penalty: 2951.606201
	Iteration 56Q: 3 clusters Score -2184758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2184757.500000 Penalty: 2951.606201
	Iteration 57Q: 3 clusters Score -2184758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2184761.750000 Penalty: 2951.606201
	Iteration 58Q: 3 clusters Score -2184762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2184762.250000 Penalty: 2951.606201
	Iteration 59Q: 3 clusters Score -2184762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2184762.000000 Penalty: 2951.606201
	Iteration 60F: 3 clusters Score -2184762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2184767.250000 Penalty: 2951.606201
	Iteration 61Q: 3 clusters Score -2184767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2184768.750000 Penalty: 2951.606201
	Iteration 62Q: 3 clusters Score -2184769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2184767.000000 Penalty: 2951.606201
	Iteration 63Q: 3 clusters Score -2184767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2184769.750000 Penalty: 2951.606201
	Iteration 64Q: 3 clusters Score -2184770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2184772.000000 Penalty: 2951.606201
	Iteration 65Q: 3 clusters Score -2184772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2184774.250000 Penalty: 2951.606201
	Iteration 66Q: 3 clusters Score -2184774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2184779.000000 Penalty: 2951.606201
	Iteration 67Q: 3 clusters Score -2184779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2184783.750000 Penalty: 2951.606201
	Iteration 68Q: 3 clusters Score -2184784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2184785.500000 Penalty: 2951.606201
	Iteration 69Q: 3 clusters Score -2184786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2184790.750000 Penalty: 2951.606201
	Iteration 70Q: 3 clusters Score -2184791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2184795.500000 Penalty: 2951.606201
	Iteration 71Q: 3 clusters Score -2184796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2184794.750000 Penalty: 2951.606201
	Iteration 72Q: 3 clusters Score -2184795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2184797.000000 Penalty: 2951.606201
	Iteration 73Q: 3 clusters Score -2184797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2184799.750000 Penalty: 2951.606201
	Iteration 74Q: 3 clusters Score -2184800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2184798.000000 Penalty: 2951.606201
	Iteration 75Q: 3 clusters Score -2184798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2184799.750000 Penalty: 2951.606201
	Iteration 76Q: 3 clusters Score -2184800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2184805.250000 Penalty: 2951.606201
	Iteration 77Q: 3 clusters Score -2184805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2184808.250000 Penalty: 2951.606201
	Iteration 78Q: 3 clusters Score -2184808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2184811.500000 Penalty: 2951.606201
	Iteration 79Q: 3 clusters Score -2184812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2184812.000000 Penalty: 2951.606201
	Iteration 80F: 3 clusters Score -2184812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2184815.250000 Penalty: 2951.606201
	Iteration 81Q: 3 clusters Score -2184815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2184816.250000 Penalty: 2951.606201
	Iteration 82Q: 3 clusters Score -2184816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2184823.250000 Penalty: 2951.606201
	Iteration 83Q: 3 clusters Score -2184823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2184825.750000 Penalty: 2951.606201
	Iteration 84Q: 3 clusters Score -2184826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2184830.250000 Penalty: 2951.606201
	Iteration 85Q: 3 clusters Score -2184830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2184833.750000 Penalty: 2951.606201
	Iteration 86Q: 3 clusters Score -2184834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2184836.250000 Penalty: 2951.606201
	Iteration 87Q: 3 clusters Score -2184836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2184839.250000 Penalty: 2951.606201
	Iteration 88Q: 3 clusters Score -2184839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2184842.250000 Penalty: 2951.606201
	Iteration 89Q: 3 clusters Score -2184842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2184843.750000 Penalty: 2951.606201
	Iteration 90Q: 3 clusters Score -2184844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2184844.250000 Penalty: 2951.606201
	Iteration 91Q: 3 clusters Score -2184844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2184844.250000 Penalty: 2951.606201
	Iteration 92Q: 3 clusters Score -2184844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2184844.500000 Penalty: 2951.606201
	Iteration 93Q: 3 clusters Score -2184844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2184845.000000 Penalty: 2951.606201
	Iteration 94Q: 3 clusters Score -2184845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2184844.250000 Penalty: 2951.606201
	Iteration 95Q: 3 clusters Score -2184844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2184844.250000 Penalty: 2951.606201
	Iteration 96F: 3 clusters Score -2184844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -136741.640625 Penalty: 1062.970337
	Iteration 0F: 2 clusters Score -136741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -135262.296875 Penalty: 2125.940674
	Iteration 0F: 3 clusters Score -135262.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135579.734375 Penalty: 2125.940674
	Iteration 1F: 3 clusters Score -135579.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -135684.765625 Penalty: 2125.940674
	Iteration 2F: 3 clusters Score -135684.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135735.125000 Penalty: 2125.940674
	Iteration 3Q: 3 clusters Score -135735.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135761.578125 Penalty: 2125.940674
	Iteration 4Q: 3 clusters Score -135761.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135775.593750 Penalty: 2125.940674
	Iteration 5Q: 3 clusters Score -135775.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135784.796875 Penalty: 2125.940674
	Iteration 6Q: 3 clusters Score -135784.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -135795.578125 Penalty: 2125.940674
	Iteration 7Q: 3 clusters Score -135795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135803.078125 Penalty: 2125.940674
	Iteration 8Q: 3 clusters Score -135803.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -135810.781250 Penalty: 2125.940674
	Iteration 9Q: 3 clusters Score -135810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -135816.812500 Penalty: 2125.940674
	Iteration 10Q: 3 clusters Score -135816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -135819.484375 Penalty: 2125.940674
	Iteration 11Q: 3 clusters Score -135819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -135820.906250 Penalty: 2125.940674
	Iteration 12Q: 3 clusters Score -135820.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135821.687500 Penalty: 2125.940674
	Iteration 13Q: 3 clusters Score -135821.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135821.687500 Penalty: 2125.940674
	Iteration 14F: 3 clusters Score -135821.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Entering Unmasked Estep 
Score: -3071684.500000 Penalty: 1521.316772
	Iteration 0F: 2 clusters Score -3071684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3053781.750000 Penalty: 3042.633545
	Iteration 0F: 3 clusters Score -3053782 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3060458.750000 Penalty: 3042.633545
	Iteration 1F: 3 clusters Score -3060459 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3060863.750000 Penalty: 3042.633545
	Iteration 2Q: 3 clusters Score -3060864 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3061175.000000 Penalty: 3042.633545
	Iteration 3Q: 3 clusters Score -3061175 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3061475.750000 Penalty: 3042.633545
	Iteration 4Q: 3 clusters Score -3061476 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3061764.000000 Penalty: 3042.633545
	Iteration 5Q: 3 clusters Score -3061764 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3062053.750000 Penalty: 3042.633545
	Iteration 6Q: 3 clusters Score -3062054 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3062326.000000 Penalty: 3042.633545
	Iteration 7Q: 3 clusters Score -3062326 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3062589.500000 Penalty: 3042.633545
	Iteration 8Q: 3 clusters Score -3062590 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3062839.000000 Penalty: 3042.633545
	Iteration 9Q: 3 clusters Score -3062839 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3063069.750000 Penalty: 3042.633545
	Iteration 10Q: 3 clusters Score -3063070 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3063304.250000 Penalty: 3042.633545
	Iteration 11Q: 3 clusters Score -3063304 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3063508.250000 Penalty: 3042.633545
	Iteration 12Q: 3 clusters Score -3063508 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3063710.250000 Penalty: 3042.633545
	Iteration 13Q: 3 clusters Score -3063710 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3063921.500000 Penalty: 3042.633545
	Iteration 14Q: 3 clusters Score -3063922 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3064097.250000 Penalty: 3042.633545
	Iteration 15Q: 3 clusters Score -3064097 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3064280.500000 Penalty: 3042.633545
	Iteration 16Q: 3 clusters Score -3064280 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3064491.500000 Penalty: 3042.633545
	Iteration 17Q: 3 clusters Score -3064492 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3064677.250000 Penalty: 3042.633545
	Iteration 18Q: 3 clusters Score -3064677 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3064861.500000 Penalty: 3042.633545
	Iteration 19Q: 3 clusters Score -3064862 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3065012.750000 Penalty: 3042.633545
	Iteration 20F: 3 clusters Score -3065013 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3065127.500000 Penalty: 3042.633545
	Iteration 21Q: 3 clusters Score -3065128 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3065241.250000 Penalty: 3042.633545
	Iteration 22Q: 3 clusters Score -3065241 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3065333.500000 Penalty: 3042.633545
	Iteration 23Q: 3 clusters Score -3065334 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3065387.250000 Penalty: 3042.633545
	Iteration 24Q: 3 clusters Score -3065387 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3065443.750000 Penalty: 3042.633545
	Iteration 25Q: 3 clusters Score -3065444 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3065500.250000 Penalty: 3042.633545
	Iteration 26Q: 3 clusters Score -3065500 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3065553.250000 Penalty: 3042.633545
	Iteration 27Q: 3 clusters Score -3065553 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3065587.750000 Penalty: 3042.633545
	Iteration 28Q: 3 clusters Score -3065588 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3065636.500000 Penalty: 3042.633545
	Iteration 29Q: 3 clusters Score -3065636 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3065668.000000 Penalty: 3042.633545
	Iteration 30Q: 3 clusters Score -3065668 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3065706.500000 Penalty: 3042.633545
	Iteration 31Q: 3 clusters Score -3065706 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3065732.750000 Penalty: 3042.633545
	Iteration 32Q: 3 clusters Score -3065733 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3065765.000000 Penalty: 3042.633545
	Iteration 33Q: 3 clusters Score -3065765 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3065791.250000 Penalty: 3042.633545
	Iteration 34Q: 3 clusters Score -3065791 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3065810.000000 Penalty: 3042.633545
	Iteration 35Q: 3 clusters Score -3065810 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3065842.750000 Penalty: 3042.633545
	Iteration 36Q: 3 clusters Score -3065843 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3065878.500000 Penalty: 3042.633545
	Iteration 37Q: 3 clusters Score -3065878 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3065898.500000 Penalty: 3042.633545
	Iteration 38Q: 3 clusters Score -3065898 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3065921.250000 Penalty: 3042.633545
	Iteration 39Q: 3 clusters Score -3065921 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -3065932.000000 Penalty: 3042.633545
	Iteration 40F: 3 clusters Score -3065932 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3065991.000000 Penalty: 3042.633545
	Iteration 41Q: 3 clusters Score -3065991 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3066018.500000 Penalty: 3042.633545
	Iteration 42Q: 3 clusters Score -3066018 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3066036.250000 Penalty: 3042.633545
	Iteration 43Q: 3 clusters Score -3066036 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3066076.750000 Penalty: 3042.633545
	Iteration 44Q: 3 clusters Score -3066077 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3066117.500000 Penalty: 3042.633545
	Iteration 45Q: 3 clusters Score -3066118 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3066187.000000 Penalty: 3042.633545
	Iteration 46Q: 3 clusters Score -3066187 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3066235.250000 Penalty: 3042.633545
	Iteration 47Q: 3 clusters Score -3066235 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3066287.750000 Penalty: 3042.633545
	Iteration 48Q: 3 clusters Score -3066288 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3066374.000000 Penalty: 3042.633545
	Iteration 49Q: 3 clusters Score -3066374 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3066461.250000 Penalty: 3042.633545
	Iteration 50Q: 3 clusters Score -3066461 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3066596.500000 Penalty: 3042.633545
	Iteration 51Q: 3 clusters Score -3066596 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3066765.500000 Penalty: 3042.633545
	Iteration 52Q: 3 clusters Score -3066766 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3067000.500000 Penalty: 3042.633545
	Iteration 53Q: 3 clusters Score -3067000 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3067259.000000 Penalty: 3042.633545
	Iteration 54Q: 3 clusters Score -3067259 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3067551.750000 Penalty: 3042.633545
	Iteration 55Q: 3 clusters Score -3067552 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3067874.500000 Penalty: 3042.633545
	Iteration 56Q: 3 clusters Score -3067874 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3068230.250000 Penalty: 3042.633545
	Iteration 57Q: 3 clusters Score -3068230 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3068553.250000 Penalty: 3042.633545
	Iteration 58Q: 3 clusters Score -3068553 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3068840.750000 Penalty: 3042.633545
	Iteration 59Q: 3 clusters Score -3068841 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3069133.250000 Penalty: 3042.633545
	Iteration 60F: 3 clusters Score -3069133 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3069384.000000 Penalty: 3042.633545
	Iteration 61Q: 3 clusters Score -3069384 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3069581.750000 Penalty: 3042.633545
	Iteration 62Q: 3 clusters Score -3069582 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3069799.250000 Penalty: 3042.633545
	Iteration 63Q: 3 clusters Score -3069799 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3069979.000000 Penalty: 3042.633545
	Iteration 64Q: 3 clusters Score -3069979 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3070128.000000 Penalty: 3042.633545
	Iteration 65Q: 3 clusters Score -3070128 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3070248.250000 Penalty: 3042.633545
	Iteration 66Q: 3 clusters Score -3070248 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3070348.750000 Penalty: 3042.633545
	Iteration 67Q: 3 clusters Score -3070349 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3070433.250000 Penalty: 3042.633545
	Iteration 68Q: 3 clusters Score -3070433 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3070492.250000 Penalty: 3042.633545
	Iteration 69Q: 3 clusters Score -3070492 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3070560.250000 Penalty: 3042.633545
	Iteration 70Q: 3 clusters Score -3070560 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3070620.250000 Penalty: 3042.633545
	Iteration 71Q: 3 clusters Score -3070620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3070658.500000 Penalty: 3042.633545
	Iteration 72Q: 3 clusters Score -3070658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3070713.250000 Penalty: 3042.633545
	Iteration 73Q: 3 clusters Score -3070713 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3070739.000000 Penalty: 3042.633545
	Iteration 74Q: 3 clusters Score -3070739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3070776.500000 Penalty: 3042.633545
	Iteration 75Q: 3 clusters Score -3070776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3070797.250000 Penalty: 3042.633545
	Iteration 76Q: 3 clusters Score -3070797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3070805.500000 Penalty: 3042.633545
	Iteration 77Q: 3 clusters Score -3070806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3070817.500000 Penalty: 3042.633545
	Iteration 78Q: 3 clusters Score -3070818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3070821.500000 Penalty: 3042.633545
	Iteration 79Q: 3 clusters Score -3070822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3070831.750000 Penalty: 3042.633545
	Iteration 80F: 3 clusters Score -3070832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3070834.750000 Penalty: 3042.633545
	Iteration 81Q: 3 clusters Score -3070835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3070841.250000 Penalty: 3042.633545
	Iteration 82Q: 3 clusters Score -3070841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3070846.750000 Penalty: 3042.633545
	Iteration 83Q: 3 clusters Score -3070847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3070850.250000 Penalty: 3042.633545
	Iteration 84Q: 3 clusters Score -3070850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3070855.250000 Penalty: 3042.633545
	Iteration 85Q: 3 clusters Score -3070855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3070857.250000 Penalty: 3042.633545
	Iteration 86Q: 3 clusters Score -3070857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3070854.000000 Penalty: 3042.633545
	Iteration 87Q: 3 clusters Score -3070854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3070862.750000 Penalty: 3042.633545
	Iteration 88Q: 3 clusters Score -3070863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3070863.750000 Penalty: 3042.633545
	Iteration 89Q: 3 clusters Score -3070864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3070862.750000 Penalty: 3042.633545
	Iteration 90Q: 3 clusters Score -3070863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3070858.250000 Penalty: 3042.633545
	Iteration 91Q: 3 clusters Score -3070858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3070860.750000 Penalty: 3042.633545
	Iteration 92Q: 3 clusters Score -3070861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3070860.500000 Penalty: 3042.633545
	Iteration 93Q: 3 clusters Score -3070860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3070860.500000 Penalty: 3042.633545
	Iteration 94F: 3 clusters Score -3070860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (49812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Entering Unmasked Estep 
Score: -5590968.000000 Penalty: 1609.422485
	Iteration 0F: 2 clusters Score -5590968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -5558180.000000 Penalty: 3218.844971
	Iteration 0F: 3 clusters Score -5558180 nChanged 23056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -5571059.500000 Penalty: 3218.844971
	Iteration 1F: 3 clusters Score -5571060 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -5571717.000000 Penalty: 3218.844971
	Iteration 2Q: 3 clusters Score -5571717 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -5572470.000000 Penalty: 3218.844971
	Iteration 3Q: 3 clusters Score -5572470 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -5573365.000000 Penalty: 3218.844971
	Iteration 4Q: 3 clusters Score -5573365 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -5574654.500000 Penalty: 3218.844971
	Iteration 5F: 3 clusters Score -5574654 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -5576433.000000 Penalty: 3218.844971
	Iteration 6F: 3 clusters Score -5576433 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -5578674.000000 Penalty: 3218.844971
	Iteration 7F: 3 clusters Score -5578674 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -5580968.500000 Penalty: 3218.844971
	Iteration 8F: 3 clusters Score -5580968 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -5582883.500000 Penalty: 3218.844971
	Iteration 9F: 3 clusters Score -5582884 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -5584369.500000 Penalty: 3218.844971
	Iteration 10Q: 3 clusters Score -5584370 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -5585580.000000 Penalty: 3218.844971
	Iteration 11Q: 3 clusters Score -5585580 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -5586605.500000 Penalty: 3218.844971
	Iteration 12Q: 3 clusters Score -5586606 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5587393.000000 Penalty: 3218.844971
	Iteration 13Q: 3 clusters Score -5587393 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -5587990.000000 Penalty: 3218.844971
	Iteration 14Q: 3 clusters Score -5587990 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5588488.500000 Penalty: 3218.844971
	Iteration 15Q: 3 clusters Score -5588488 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5588876.000000 Penalty: 3218.844971
	Iteration 16Q: 3 clusters Score -5588876 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5589142.500000 Penalty: 3218.844971
	Iteration 17Q: 3 clusters Score -5589142 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5589327.000000 Penalty: 3218.844971
	Iteration 18Q: 3 clusters Score -5589327 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5589464.500000 Penalty: 3218.844971
	Iteration 19Q: 3 clusters Score -5589464 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5589547.500000 Penalty: 3218.844971
	Iteration 20F: 3 clusters Score -5589548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5589624.500000 Penalty: 3218.844971
	Iteration 21Q: 3 clusters Score -5589624 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5589668.500000 Penalty: 3218.844971
	Iteration 22Q: 3 clusters Score -5589668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5589706.000000 Penalty: 3218.844971
	Iteration 23Q: 3 clusters Score -5589706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5589743.000000 Penalty: 3218.844971
	Iteration 24Q: 3 clusters Score -5589743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5589777.500000 Penalty: 3218.844971
	Iteration 25Q: 3 clusters Score -5589778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5589799.500000 Penalty: 3218.844971
	Iteration 26Q: 3 clusters Score -5589800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5589810.000000 Penalty: 3218.844971
	Iteration 27Q: 3 clusters Score -5589810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5589829.000000 Penalty: 3218.844971
	Iteration 28Q: 3 clusters Score -5589829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5589842.000000 Penalty: 3218.844971
	Iteration 29Q: 3 clusters Score -5589842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5589859.500000 Penalty: 3218.844971
	Iteration 30Q: 3 clusters Score -5589860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5589876.000000 Penalty: 3218.844971
	Iteration 31Q: 3 clusters Score -5589876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5589886.500000 Penalty: 3218.844971
	Iteration 32Q: 3 clusters Score -5589886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5589895.500000 Penalty: 3218.844971
	Iteration 33Q: 3 clusters Score -5589896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5589902.500000 Penalty: 3218.844971
	Iteration 34Q: 3 clusters Score -5589902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5589904.000000 Penalty: 3218.844971
	Iteration 35Q: 3 clusters Score -5589904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5589905.500000 Penalty: 3218.844971
	Iteration 36Q: 3 clusters Score -5589906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5589908.500000 Penalty: 3218.844971
	Iteration 37Q: 3 clusters Score -5589908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5589906.500000 Penalty: 3218.844971
	Iteration 38Q: 3 clusters Score -5589906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5589907.500000 Penalty: 3218.844971
	Iteration 39Q: 3 clusters Score -5589908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5589907.500000 Penalty: 3218.844971
	Iteration 40F: 3 clusters Score -5589908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Entering Unmasked Estep 
Score: -1693897.750000 Penalty: 1432.194580
	Iteration 0F: 2 clusters Score -1693898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1683868.250000 Penalty: 2864.389160
	Iteration 0F: 3 clusters Score -1683868 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1687307.125000 Penalty: 2864.389160
	Iteration 1F: 3 clusters Score -1687307 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1687663.625000 Penalty: 2864.389160
	Iteration 2F: 3 clusters Score -1687664 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1688018.375000 Penalty: 2864.389160
	Iteration 3F: 3 clusters Score -1688018 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1688379.375000 Penalty: 2864.389160
	Iteration 4Q: 3 clusters Score -1688379 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1688701.375000 Penalty: 2864.389160
	Iteration 5Q: 3 clusters Score -1688701 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1688965.500000 Penalty: 2864.389160
	Iteration 6Q: 3 clusters Score -1688966 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1689200.625000 Penalty: 2864.389160
	Iteration 7Q: 3 clusters Score -1689201 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1689425.750000 Penalty: 2864.389160
	Iteration 8Q: 3 clusters Score -1689426 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1689645.250000 Penalty: 2864.389160
	Iteration 9Q: 3 clusters Score -1689645 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1689808.000000 Penalty: 2864.389160
	Iteration 10Q: 3 clusters Score -1689808 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1689949.500000 Penalty: 2864.389160
	Iteration 11Q: 3 clusters Score -1689950 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1690052.125000 Penalty: 2864.389160
	Iteration 12Q: 3 clusters Score -1690052 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1690131.000000 Penalty: 2864.389160
	Iteration 13Q: 3 clusters Score -1690131 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1690188.375000 Penalty: 2864.389160
	Iteration 14Q: 3 clusters Score -1690188 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1690233.125000 Penalty: 2864.389160
	Iteration 15Q: 3 clusters Score -1690233 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1690289.875000 Penalty: 2864.389160
	Iteration 16Q: 3 clusters Score -1690290 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1690330.750000 Penalty: 2864.389160
	Iteration 17Q: 3 clusters Score -1690331 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1690354.500000 Penalty: 2864.389160
	Iteration 18Q: 3 clusters Score -1690354 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1690384.750000 Penalty: 2864.389160
	Iteration 19Q: 3 clusters Score -1690385 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1690405.000000 Penalty: 2864.389160
	Iteration 20F: 3 clusters Score -1690405 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1690426.500000 Penalty: 2864.389160
	Iteration 21Q: 3 clusters Score -1690426 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1690466.250000 Penalty: 2864.389160
	Iteration 22Q: 3 clusters Score -1690466 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1690489.375000 Penalty: 2864.389160
	Iteration 23Q: 3 clusters Score -1690489 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1690511.625000 Penalty: 2864.389160
	Iteration 24Q: 3 clusters Score -1690512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1690542.250000 Penalty: 2864.389160
	Iteration 25Q: 3 clusters Score -1690542 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1690575.750000 Penalty: 2864.389160
	Iteration 26Q: 3 clusters Score -1690576 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1690626.625000 Penalty: 2864.389160
	Iteration 27Q: 3 clusters Score -1690627 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1690665.625000 Penalty: 2864.389160
	Iteration 28Q: 3 clusters Score -1690666 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1690722.500000 Penalty: 2864.389160
	Iteration 29Q: 3 clusters Score -1690722 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1690804.125000 Penalty: 2864.389160
	Iteration 30Q: 3 clusters Score -1690804 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1690895.875000 Penalty: 2864.389160
	Iteration 31Q: 3 clusters Score -1690896 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1691010.750000 Penalty: 2864.389160
	Iteration 32Q: 3 clusters Score -1691011 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1691141.125000 Penalty: 2864.389160
	Iteration 33Q: 3 clusters Score -1691141 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1691266.250000 Penalty: 2864.389160
	Iteration 34Q: 3 clusters Score -1691266 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1691397.875000 Penalty: 2864.389160
	Iteration 35Q: 3 clusters Score -1691398 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1691567.625000 Penalty: 2864.389160
	Iteration 36Q: 3 clusters Score -1691568 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1691743.250000 Penalty: 2864.389160
	Iteration 37Q: 3 clusters Score -1691743 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1691931.875000 Penalty: 2864.389160
	Iteration 38Q: 3 clusters Score -1691932 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1692095.500000 Penalty: 2864.389160
	Iteration 39Q: 3 clusters Score -1692096 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1692263.375000 Penalty: 2864.389160
	Iteration 40F: 3 clusters Score -1692263 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1692405.625000 Penalty: 2864.389160
	Iteration 41Q: 3 clusters Score -1692406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1692489.875000 Penalty: 2864.389160
	Iteration 42Q: 3 clusters Score -1692490 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1692563.500000 Penalty: 2864.389160
	Iteration 43Q: 3 clusters Score -1692564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1692618.500000 Penalty: 2864.389160
	Iteration 44Q: 3 clusters Score -1692618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1692653.625000 Penalty: 2864.389160
	Iteration 45Q: 3 clusters Score -1692654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1692675.875000 Penalty: 2864.389160
	Iteration 46Q: 3 clusters Score -1692676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1692694.375000 Penalty: 2864.389160
	Iteration 47Q: 3 clusters Score -1692694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1692706.375000 Penalty: 2864.389160
	Iteration 48Q: 3 clusters Score -1692706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1692727.750000 Penalty: 2864.389160
	Iteration 49Q: 3 clusters Score -1692728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1692736.250000 Penalty: 2864.389160
	Iteration 50Q: 3 clusters Score -1692736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1692741.500000 Penalty: 2864.389160
	Iteration 51Q: 3 clusters Score -1692742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1692745.375000 Penalty: 2864.389160
	Iteration 52Q: 3 clusters Score -1692745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1692750.875000 Penalty: 2864.389160
	Iteration 53Q: 3 clusters Score -1692751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1692760.875000 Penalty: 2864.389160
	Iteration 54Q: 3 clusters Score -1692761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1692768.875000 Penalty: 2864.389160
	Iteration 55Q: 3 clusters Score -1692769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1692773.000000 Penalty: 2864.389160
	Iteration 56Q: 3 clusters Score -1692773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1692774.500000 Penalty: 2864.389160
	Iteration 57Q: 3 clusters Score -1692774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1692779.375000 Penalty: 2864.389160
	Iteration 58Q: 3 clusters Score -1692779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1692780.375000 Penalty: 2864.389160
	Iteration 59Q: 3 clusters Score -1692780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1692784.750000 Penalty: 2864.389160
	Iteration 60F: 3 clusters Score -1692785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1692785.250000 Penalty: 2864.389160
	Iteration 61Q: 3 clusters Score -1692785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1692782.875000 Penalty: 2864.389160
	Iteration 62Q: 3 clusters Score -1692783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1692785.250000 Penalty: 2864.389160
	Iteration 63Q: 3 clusters Score -1692785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1692788.125000 Penalty: 2864.389160
	Iteration 64Q: 3 clusters Score -1692788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1692790.375000 Penalty: 2864.389160
	Iteration 65Q: 3 clusters Score -1692790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1692790.250000 Penalty: 2864.389160
	Iteration 66Q: 3 clusters Score -1692790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1692791.500000 Penalty: 2864.389160
	Iteration 67Q: 3 clusters Score -1692792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1692789.500000 Penalty: 2864.389160
	Iteration 68Q: 3 clusters Score -1692790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1692789.500000 Penalty: 2864.389160
	Iteration 69F: 3 clusters Score -1692790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Entering Unmasked Estep 
Score: -2961352.000000 Penalty: 1515.916870
	Iteration 0F: 2 clusters Score -2961352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2944090.500000 Penalty: 3031.833740
	Iteration 0F: 3 clusters Score -2944090 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2950583.500000 Penalty: 3031.833740
	Iteration 1F: 3 clusters Score -2950584 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2951269.250000 Penalty: 3031.833740
	Iteration 2F: 3 clusters Score -2951269 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2952039.500000 Penalty: 3031.833740
	Iteration 3F: 3 clusters Score -2952040 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2952945.500000 Penalty: 3031.833740
	Iteration 4F: 3 clusters Score -2952946 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2953834.250000 Penalty: 3031.833740
	Iteration 5F: 3 clusters Score -2953834 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2954714.750000 Penalty: 3031.833740
	Iteration 6F: 3 clusters Score -2954715 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2955460.250000 Penalty: 3031.833740
	Iteration 7F: 3 clusters Score -2955460 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2956088.000000 Penalty: 3031.833740
	Iteration 8Q: 3 clusters Score -2956088 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2956589.500000 Penalty: 3031.833740
	Iteration 9Q: 3 clusters Score -2956590 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2957052.250000 Penalty: 3031.833740
	Iteration 10Q: 3 clusters Score -2957052 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2957427.250000 Penalty: 3031.833740
	Iteration 11Q: 3 clusters Score -2957427 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2957806.250000 Penalty: 3031.833740
	Iteration 12Q: 3 clusters Score -2957806 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2958122.250000 Penalty: 3031.833740
	Iteration 13Q: 3 clusters Score -2958122 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2958473.250000 Penalty: 3031.833740
	Iteration 14Q: 3 clusters Score -2958473 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2958782.250000 Penalty: 3031.833740
	Iteration 15Q: 3 clusters Score -2958782 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2959093.750000 Penalty: 3031.833740
	Iteration 16Q: 3 clusters Score -2959094 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2959321.750000 Penalty: 3031.833740
	Iteration 17Q: 3 clusters Score -2959322 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2959524.250000 Penalty: 3031.833740
	Iteration 18Q: 3 clusters Score -2959524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2959681.750000 Penalty: 3031.833740
	Iteration 19Q: 3 clusters Score -2959682 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2959800.250000 Penalty: 3031.833740
	Iteration 20F: 3 clusters Score -2959800 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2959900.000000 Penalty: 3031.833740
	Iteration 21Q: 3 clusters Score -2959900 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2959989.250000 Penalty: 3031.833740
	Iteration 22Q: 3 clusters Score -2959989 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2960061.250000 Penalty: 3031.833740
	Iteration 23Q: 3 clusters Score -2960061 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2960118.750000 Penalty: 3031.833740
	Iteration 24Q: 3 clusters Score -2960119 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2960148.000000 Penalty: 3031.833740
	Iteration 25Q: 3 clusters Score -2960148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2960174.750000 Penalty: 3031.833740
	Iteration 26Q: 3 clusters Score -2960175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2960198.500000 Penalty: 3031.833740
	Iteration 27Q: 3 clusters Score -2960198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2960212.000000 Penalty: 3031.833740
	Iteration 28Q: 3 clusters Score -2960212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2960229.250000 Penalty: 3031.833740
	Iteration 29Q: 3 clusters Score -2960229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2960249.500000 Penalty: 3031.833740
	Iteration 30Q: 3 clusters Score -2960250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2960262.750000 Penalty: 3031.833740
	Iteration 31Q: 3 clusters Score -2960263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2960273.500000 Penalty: 3031.833740
	Iteration 32Q: 3 clusters Score -2960274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2960281.750000 Penalty: 3031.833740
	Iteration 33Q: 3 clusters Score -2960282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2960289.250000 Penalty: 3031.833740
	Iteration 34Q: 3 clusters Score -2960289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2960293.750000 Penalty: 3031.833740
	Iteration 35Q: 3 clusters Score -2960294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2960296.750000 Penalty: 3031.833740
	Iteration 36Q: 3 clusters Score -2960297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2960297.250000 Penalty: 3031.833740
	Iteration 37Q: 3 clusters Score -2960297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2960297.500000 Penalty: 3031.833740
	Iteration 38Q: 3 clusters Score -2960298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2960296.500000 Penalty: 3031.833740
	Iteration 39Q: 3 clusters Score -2960296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2960303.500000 Penalty: 3031.833740
	Iteration 40F: 3 clusters Score -2960304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2960302.750000 Penalty: 3031.833740
	Iteration 41Q: 3 clusters Score -2960303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2960306.250000 Penalty: 3031.833740
	Iteration 42Q: 3 clusters Score -2960306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2960306.250000 Penalty: 3031.833740
	Iteration 43Q: 3 clusters Score -2960306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2960307.250000 Penalty: 3031.833740
	Iteration 44Q: 3 clusters Score -2960307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2960305.000000 Penalty: 3031.833740
	Iteration 45Q: 3 clusters Score -2960305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2960304.000000 Penalty: 3031.833740
	Iteration 46Q: 3 clusters Score -2960304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2960307.250000 Penalty: 3031.833740
	Iteration 47Q: 3 clusters Score -2960307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2960308.750000 Penalty: 3031.833740
	Iteration 48Q: 3 clusters Score -2960309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2960312.500000 Penalty: 3031.833740
	Iteration 49Q: 3 clusters Score -2960312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2960306.500000 Penalty: 3031.833740
	Iteration 50Q: 3 clusters Score -2960306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2960308.000000 Penalty: 3031.833740
	Iteration 51Q: 3 clusters Score -2960308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2960314.750000 Penalty: 3031.833740
	Iteration 52Q: 3 clusters Score -2960315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2960312.250000 Penalty: 3031.833740
	Iteration 53Q: 3 clusters Score -2960312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2960315.500000 Penalty: 3031.833740
	Iteration 54Q: 3 clusters Score -2960316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2960315.500000 Penalty: 3031.833740
	Iteration 55Q: 3 clusters Score -2960316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2960319.000000 Penalty: 3031.833740
	Iteration 56Q: 3 clusters Score -2960319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2960330.250000 Penalty: 3031.833740
	Iteration 57Q: 3 clusters Score -2960330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2960333.500000 Penalty: 3031.833740
	Iteration 58Q: 3 clusters Score -2960334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2960333.250000 Penalty: 3031.833740
	Iteration 59Q: 3 clusters Score -2960333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2960334.000000 Penalty: 3031.833740
	Iteration 60F: 3 clusters Score -2960334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2960339.250000 Penalty: 3031.833740
	Iteration 61Q: 3 clusters Score -2960339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2960345.000000 Penalty: 3031.833740
	Iteration 62Q: 3 clusters Score -2960345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2960349.250000 Penalty: 3031.833740
	Iteration 63Q: 3 clusters Score -2960349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2960349.000000 Penalty: 3031.833740
	Iteration 64Q: 3 clusters Score -2960349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2960355.500000 Penalty: 3031.833740
	Iteration 65Q: 3 clusters Score -2960356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2960356.000000 Penalty: 3031.833740
	Iteration 66Q: 3 clusters Score -2960356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2960357.750000 Penalty: 3031.833740
	Iteration 67Q: 3 clusters Score -2960358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2960364.750000 Penalty: 3031.833740
	Iteration 68Q: 3 clusters Score -2960365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2960367.500000 Penalty: 3031.833740
	Iteration 69Q: 3 clusters Score -2960368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2960367.250000 Penalty: 3031.833740
	Iteration 70Q: 3 clusters Score -2960367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2960363.500000 Penalty: 3031.833740
	Iteration 71Q: 3 clusters Score -2960364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2960363.750000 Penalty: 3031.833740
	Iteration 72Q: 3 clusters Score -2960364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2960364.500000 Penalty: 3031.833740
	Iteration 73Q: 3 clusters Score -2960364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2960364.500000 Penalty: 3031.833740
	Iteration 74F: 3 clusters Score -2960364 nChanged 0
--- Evaluating fit on full set of 1469894 points ---
Entering Unmasked Estep 
Score: -158291552.000000 Penalty: 65504.996094
20->32 Clusters: Score -158291552.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 734947 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 36780 members 
Mstep: Class 3 contains 37007 members 
Mstep: Class 4 contains 37067 members 
Mstep: Class 5 contains 36696 members 
Mstep: Class 6 contains 36572 members 
Mstep: Class 7 contains 36731 members 
Mstep: Class 8 contains 36770 members 
Mstep: Class 9 contains 36805 members 
Mstep: Class 10 contains 36805 members 
Mstep: Class 11 contains 36430 members 
Mstep: Class 12 contains 36850 members 
Mstep: Class 13 contains 36534 members 
Mstep: Class 14 contains 36760 members 
Mstep: Class 15 contains 36468 members 
Mstep: Class 16 contains 36749 members 
Mstep: Class 17 contains 36673 members 
Mstep: Class 18 contains 36993 members 
Mstep: Class 19 contains 36956 members 
Mstep: Class 20 contains 36671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 957.349121 but Gain 2009.921875
Score: -75417456.000000 Penalty: 38188.558594
Iteration 0F: 20 clusters Score -7.541746e+07 nChanged 693671
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 58427 members 
Mstep: Class 3 contains 25513 members 
Mstep: Class 4 contains 41319 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 7 contains 20438 members 
Mstep: Class 8 contains 37139 members 
Mstep: Class 9 contains 26975 members 
Mstep: Class 10 contains 65153 members 
Mstep: Class 11 contains 28168 members 
Mstep: Class 12 contains 40068 members 
Mstep: Class 13 contains 48579 members 
Mstep: Class 14 contains 57223 members 
Mstep: Class 15 contains 40237 members 
Mstep: Class 16 contains 27492 members 
Mstep: Class 17 contains 40933 members 
Mstep: Class 18 contains 47344 members 
Mstep: Class 19 contains 30383 members 
Mstep: Class 20 contains 31513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76917464.000000 Penalty: 38188.558594
Iteration 1F: 20 clusters Score -7.691746e+07 nChanged 269681
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 52208 members 
Mstep: Class 3 contains 29473 members 
Mstep: Class 4 contains 33670 members 
Mstep: Class 5 contains 50428 members 
Mstep: Class 7 contains 15328 members 
Mstep: Class 8 contains 49356 members 
Mstep: Class 9 contains 30255 members 
Mstep: Class 10 contains 55031 members 
Mstep: Class 11 contains 24479 members 
Mstep: Class 12 contains 40601 members 
Mstep: Class 13 contains 46510 members 
Mstep: Class 14 contains 71201 members 
Mstep: Class 15 contains 29647 members 
Mstep: Class 16 contains 24476 members 
Mstep: Class 17 contains 61924 members 
Mstep: Class 18 contains 43094 members 
Mstep: Class 19 contains 22497 members 
Mstep: Class 20 contains 27762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77495992.000000 Penalty: 38188.558594
Iteration 2F: 20 clusters Score -7.749599e+07 nChanged 227310
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 41682 members 
Mstep: Class 3 contains 35242 members 
Mstep: Class 4 contains 25408 members 
Mstep: Class 5 contains 66541 members 
Mstep: Class 7 contains 13997 members 
Mstep: Class 8 contains 58815 members 
Mstep: Class 9 contains 33749 members 
Mstep: Class 10 contains 42242 members 
Mstep: Class 11 contains 18949 members 
Mstep: Class 12 contains 35197 members 
Mstep: Class 13 contains 53816 members 
Mstep: Class 14 contains 85018 members 
Mstep: Class 15 contains 20370 members 
Mstep: Class 16 contains 17956 members 
Mstep: Class 17 contains 78167 members 
Mstep: Class 18 contains 46757 members 
Mstep: Class 19 contains 13010 members 
Mstep: Class 20 contains 23467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77848040.000000 Penalty: 38188.558594
Iteration 3F: 20 clusters Score -7.784804e+07 nChanged 161038
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 35637 members 
Mstep: Class 3 contains 39987 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 79375 members 
Mstep: Class 7 contains 12935 members 
Mstep: Class 8 contains 61961 members 
Mstep: Class 9 contains 32493 members 
Mstep: Class 10 contains 35172 members 
Mstep: Class 11 contains 14531 members 
Mstep: Class 12 contains 31696 members 
Mstep: Class 13 contains 61920 members 
Mstep: Class 14 contains 90505 members 
Mstep: Class 15 contains 17271 members 
Mstep: Class 16 contains 12861 members 
Mstep: Class 17 contains 85400 members 
Mstep: Class 18 contains 51886 members 
Mstep: Class 19 contains 7568 members 
Mstep: Class 20 contains 19233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78021536.000000 Penalty: 38188.558594
Iteration 4F: 20 clusters Score -7.802154e+07 nChanged 115002
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 32886 members 
Mstep: Class 3 contains 44398 members 
Mstep: Class 4 contains 13150 members 
Mstep: Class 5 contains 91395 members 
Mstep: Class 7 contains 11666 members 
Mstep: Class 8 contains 61456 members 
Mstep: Class 9 contains 31569 members 
Mstep: Class 10 contains 31125 members 
Mstep: Class 11 contains 11037 members 
Mstep: Class 12 contains 28962 members 
Mstep: Class 13 contains 67191 members 
Mstep: Class 14 contains 89963 members 
Mstep: Class 15 contains 16669 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 86734 members 
Mstep: Class 18 contains 56620 members 
Mstep: Class 19 contains 5416 members 
Mstep: Class 20 contains 15011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78128240.000000 Penalty: 38188.558594
Iteration 5F: 20 clusters Score -7.812824e+07 nChanged 86439
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 31284 members 
Mstep: Class 3 contains 47813 members 
Mstep: Class 4 contains 9046 members 
Mstep: Class 5 contains 102939 members 
Mstep: Class 7 contains 10903 members 
Mstep: Class 8 contains 59967 members 
Mstep: Class 9 contains 32346 members 
Mstep: Class 10 contains 28499 members 
Mstep: Class 11 contains 8216 members 
Mstep: Class 12 contains 26614 members 
Mstep: Class 13 contains 69739 members 
Mstep: Class 14 contains 86186 members 
Mstep: Class 15 contains 16623 members 
Mstep: Class 16 contains 8016 members 
Mstep: Class 17 contains 85628 members 
Mstep: Class 18 contains 61484 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 20 contains 11521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78195032.000000 Penalty: 38188.558594
Iteration 6F: 20 clusters Score -7.819503e+07 nChanged 66158
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 30090 members 
Mstep: Class 3 contains 49977 members 
Mstep: Class 4 contains 6434 members 
Mstep: Class 5 contains 114007 members 
Mstep: Class 7 contains 10741 members 
Mstep: Class 8 contains 59816 members 
Mstep: Class 9 contains 33475 members 
Mstep: Class 10 contains 26720 members 
Mstep: Class 11 contains 6173 members 
Mstep: Class 12 contains 24930 members 
Mstep: Class 13 contains 70675 members 
Mstep: Class 14 contains 80509 members 
Mstep: Class 15 contains 16756 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 17 contains 83026 members 
Mstep: Class 18 contains 65414 members 
Mstep: Class 19 contains 4250 members 
Mstep: Class 20 contains 9071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78239000.000000 Penalty: 38188.558594
Iteration 7F: 20 clusters Score -7.8239e+07 nChanged 52190
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 29059 members 
Mstep: Class 3 contains 51535 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 124333 members 
Mstep: Class 7 contains 11034 members 
Mstep: Class 8 contains 60453 members 
Mstep: Class 9 contains 34383 members 
Mstep: Class 10 contains 25332 members 
Mstep: Class 11 contains 4858 members 
Mstep: Class 12 contains 23682 members 
Mstep: Class 13 contains 71027 members 
Mstep: Class 14 contains 74146 members 
Mstep: Class 15 contains 17086 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 79764 members 
Mstep: Class 18 contains 68061 members 
Mstep: Class 19 contains 4236 members 
Mstep: Class 20 contains 7383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78271472.000000 Penalty: 38188.558594
Iteration 8F: 20 clusters Score -7.827147e+07 nChanged 42699
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 27952 members 
Mstep: Class 3 contains 52571 members 
Mstep: Class 4 contains 4182 members 
Mstep: Class 5 contains 133536 members 
Mstep: Class 7 contains 11981 members 
Mstep: Class 8 contains 61503 members 
Mstep: Class 9 contains 35125 members 
Mstep: Class 10 contains 24193 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 22740 members 
Mstep: Class 13 contains 71082 members 
Mstep: Class 14 contains 67679 members 
Mstep: Class 15 contains 17409 members 
Mstep: Class 16 contains 5161 members 
Mstep: Class 17 contains 76804 members 
Mstep: Class 18 contains 69481 members 
Mstep: Class 19 contains 4331 members 
Mstep: Class 20 contains 6314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78297496.000000 Penalty: 38188.558594
Iteration 9F: 20 clusters Score -7.82975e+07 nChanged 36364
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 26667 members 
Mstep: Class 3 contains 53122 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 141089 members 
Mstep: Class 7 contains 13471 members 
Mstep: Class 8 contains 62591 members 
Mstep: Class 9 contains 35698 members 
Mstep: Class 10 contains 23212 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 21944 members 
Mstep: Class 13 contains 71028 members 
Mstep: Class 14 contains 61923 members 
Mstep: Class 15 contains 17719 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 74461 members 
Mstep: Class 18 contains 70341 members 
Mstep: Class 19 contains 4459 members 
Mstep: Class 20 contains 5585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78318792.000000 Penalty: 38188.558594
Iteration 10Q: 20 clusters Score -7.831879e+07 nChanged 31329
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 25247 members 
Mstep: Class 3 contains 53249 members 
Mstep: Class 4 contains 4563 members 
Mstep: Class 5 contains 146619 members 
Mstep: Class 7 contains 15242 members 
Mstep: Class 8 contains 63505 members 
Mstep: Class 9 contains 36192 members 
Mstep: Class 10 contains 22296 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 21456 members 
Mstep: Class 13 contains 70888 members 
Mstep: Class 14 contains 57373 members 
Mstep: Class 15 contains 18063 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 73007 members 
Mstep: Class 18 contains 70795 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 20 contains 5239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78335752.000000 Penalty: 38188.558594
Iteration 11Q: 20 clusters Score -7.833575e+07 nChanged 27286
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 23816 members 
Mstep: Class 3 contains 53086 members 
Mstep: Class 4 contains 5456 members 
Mstep: Class 5 contains 150037 members 
Mstep: Class 7 contains 17089 members 
Mstep: Class 8 contains 64021 members 
Mstep: Class 9 contains 36531 members 
Mstep: Class 10 contains 21303 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 12 contains 21227 members 
Mstep: Class 13 contains 70657 members 
Mstep: Class 14 contains 54304 members 
Mstep: Class 15 contains 18425 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 72548 members 
Mstep: Class 18 contains 71137 members 
Mstep: Class 19 contains 4687 members 
Mstep: Class 20 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78348744.000000 Penalty: 38188.558594
Iteration 12Q: 20 clusters Score -7.834874e+07 nChanged 23650
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 22414 members 
Mstep: Class 3 contains 52781 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 151418 members 
Mstep: Class 7 contains 18957 members 
Mstep: Class 8 contains 64019 members 
Mstep: Class 9 contains 36740 members 
Mstep: Class 10 contains 20232 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 21172 members 
Mstep: Class 13 contains 70447 members 
Mstep: Class 14 contains 52867 members 
Mstep: Class 15 contains 18746 members 
Mstep: Class 16 contains 3557 members 
Mstep: Class 17 contains 72877 members 
Mstep: Class 18 contains 71467 members 
Mstep: Class 19 contains 4750 members 
Mstep: Class 20 contains 5166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78358448.000000 Penalty: 38188.558594
Iteration 13Q: 20 clusters Score -7.835845e+07 nChanged 20881
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 20906 members 
Mstep: Class 3 contains 52567 members 
Mstep: Class 4 contains 8823 members 
Mstep: Class 5 contains 151496 members 
Mstep: Class 7 contains 20750 members 
Mstep: Class 8 contains 63780 members 
Mstep: Class 9 contains 36907 members 
Mstep: Class 10 contains 19109 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 21332 members 
Mstep: Class 13 contains 70457 members 
Mstep: Class 14 contains 52323 members 
Mstep: Class 15 contains 19060 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 73396 members 
Mstep: Class 18 contains 71827 members 
Mstep: Class 19 contains 4769 members 
Mstep: Class 20 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78367152.000000 Penalty: 38188.558594
Iteration 14Q: 20 clusters Score -7.836715e+07 nChanged 19541
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 19452 members 
Mstep: Class 3 contains 52530 members 
Mstep: Class 4 contains 11253 members 
Mstep: Class 5 contains 151002 members 
Mstep: Class 7 contains 22458 members 
Mstep: Class 8 contains 63272 members 
Mstep: Class 9 contains 37078 members 
Mstep: Class 10 contains 17928 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 21658 members 
Mstep: Class 13 contains 70674 members 
Mstep: Class 14 contains 52050 members 
Mstep: Class 15 contains 19400 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 73758 members 
Mstep: Class 18 contains 72400 members 
Mstep: Class 19 contains 4766 members 
Mstep: Class 20 contains 5489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78377032.000000 Penalty: 38188.558594
Iteration 15Q: 20 clusters Score -7.837703e+07 nChanged 18003
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 18349 members 
Mstep: Class 3 contains 52579 members 
Mstep: Class 4 contains 13268 members 
Mstep: Class 5 contains 150384 members 
Mstep: Class 7 contains 24002 members 
Mstep: Class 8 contains 62559 members 
Mstep: Class 9 contains 37149 members 
Mstep: Class 10 contains 16824 members 
Mstep: Class 11 contains 1808 members 
Mstep: Class 12 contains 22006 members 
Mstep: Class 13 contains 71085 members 
Mstep: Class 14 contains 51806 members 
Mstep: Class 15 contains 19785 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 74062 members 
Mstep: Class 18 contains 73034 members 
Mstep: Class 19 contains 4722 members 
Mstep: Class 20 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78384976.000000 Penalty: 38188.558594
Iteration 16Q: 20 clusters Score -7.838498e+07 nChanged 16503
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 17917 members 
Mstep: Class 3 contains 52588 members 
Mstep: Class 4 contains 14487 members 
Mstep: Class 5 contains 149527 members 
Mstep: Class 7 contains 25469 members 
Mstep: Class 8 contains 61703 members 
Mstep: Class 9 contains 37226 members 
Mstep: Class 10 contains 15773 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 12 contains 22311 members 
Mstep: Class 13 contains 71637 members 
Mstep: Class 14 contains 51549 members 
Mstep: Class 15 contains 20136 members 
Mstep: Class 16 contains 2795 members 
Mstep: Class 17 contains 74148 members 
Mstep: Class 18 contains 73770 members 
Mstep: Class 19 contains 4659 members 
Mstep: Class 20 contains 6252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78392520.000000 Penalty: 38188.558594
Iteration 17Q: 20 clusters Score -7.839252e+07 nChanged 16213
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 18323 members 
Mstep: Class 3 contains 52507 members 
Mstep: Class 4 contains 15255 members 
Mstep: Class 5 contains 148620 members 
Mstep: Class 7 contains 26763 members 
Mstep: Class 8 contains 60661 members 
Mstep: Class 9 contains 37321 members 
Mstep: Class 10 contains 14679 members 
Mstep: Class 11 contains 1608 members 
Mstep: Class 12 contains 22538 members 
Mstep: Class 13 contains 72305 members 
Mstep: Class 14 contains 51223 members 
Mstep: Class 15 contains 20524 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 73926 members 
Mstep: Class 18 contains 74595 members 
Mstep: Class 19 contains 4582 members 
Mstep: Class 20 contains 7032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78401424.000000 Penalty: 38188.558594
Iteration 18Q: 20 clusters Score -7.840142e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 20199 members 
Mstep: Class 3 contains 52081 members 
Mstep: Class 4 contains 15864 members 
Mstep: Class 5 contains 147735 members 
Mstep: Class 7 contains 27922 members 
Mstep: Class 8 contains 59546 members 
Mstep: Class 9 contains 37375 members 
Mstep: Class 10 contains 13519 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 22622 members 
Mstep: Class 13 contains 73028 members 
Mstep: Class 14 contains 50851 members 
Mstep: Class 15 contains 20780 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 73242 members 
Mstep: Class 18 contains 75401 members 
Mstep: Class 19 contains 4491 members 
Mstep: Class 20 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78409648.000000 Penalty: 38188.558594
Iteration 19Q: 20 clusters Score -7.840965e+07 nChanged 17577
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 23283 members 
Mstep: Class 3 contains 51487 members 
Mstep: Class 4 contains 16202 members 
Mstep: Class 5 contains 146807 members 
Mstep: Class 7 contains 29015 members 
Mstep: Class 8 contains 58412 members 
Mstep: Class 9 contains 37383 members 
Mstep: Class 10 contains 12356 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 22611 members 
Mstep: Class 13 contains 73881 members 
Mstep: Class 14 contains 50382 members 
Mstep: Class 15 contains 20999 members 
Mstep: Class 16 contains 2426 members 
Mstep: Class 17 contains 72157 members 
Mstep: Class 18 contains 76216 members 
Mstep: Class 19 contains 4374 members 
Mstep: Class 20 contains 9819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78417744.000000 Penalty: 38188.558594
Iteration 20F: 20 clusters Score -7.841774e+07 nChanged 18432
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 26792 members 
Mstep: Class 3 contains 50644 members 
Mstep: Class 4 contains 17015 members 
Mstep: Class 5 contains 145876 members 
Mstep: Class 7 contains 30098 members 
Mstep: Class 8 contains 57308 members 
Mstep: Class 9 contains 37274 members 
Mstep: Class 10 contains 11200 members 
Mstep: Class 11 contains 1387 members 
Mstep: Class 12 contains 22530 members 
Mstep: Class 13 contains 74809 members 
Mstep: Class 14 contains 49843 members 
Mstep: Class 15 contains 21339 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 70726 members 
Mstep: Class 18 contains 76966 members 
Mstep: Class 19 contains 4271 members 
Mstep: Class 20 contains 11714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78425200.000000 Penalty: 38188.558594
Iteration 21Q: 20 clusters Score -7.84252e+07 nChanged 17866
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 30173 members 
Mstep: Class 3 contains 49628 members 
Mstep: Class 4 contains 17335 members 
Mstep: Class 5 contains 144922 members 
Mstep: Class 7 contains 31135 members 
Mstep: Class 8 contains 56339 members 
Mstep: Class 9 contains 37162 members 
Mstep: Class 10 contains 10162 members 
Mstep: Class 11 contains 1337 members 
Mstep: Class 12 contains 22475 members 
Mstep: Class 13 contains 75831 members 
Mstep: Class 14 contains 49218 members 
Mstep: Class 15 contains 21662 members 
Mstep: Class 16 contains 2263 members 
Mstep: Class 17 contains 69120 members 
Mstep: Class 18 contains 77873 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 13926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1982.937500 but Gain 2009.921875
Score: -78431920.000000 Penalty: 36178.632812
Iteration 22Q: 19 clusters Score -7.843192e+07 nChanged 18282
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 33361 members 
Mstep: Class 3 contains 48849 members 
Mstep: Class 4 contains 17506 members 
Mstep: Class 5 contains 144005 members 
Mstep: Class 7 contains 32136 members 
Mstep: Class 8 contains 55740 members 
Mstep: Class 9 contains 36992 members 
Mstep: Class 10 contains 9329 members 
Mstep: Class 12 contains 22448 members 
Mstep: Class 13 contains 76909 members 
Mstep: Class 14 contains 48545 members 
Mstep: Class 15 contains 22241 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 67508 members 
Mstep: Class 18 contains 78844 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 16292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78441400.000000 Penalty: 36178.632812
Iteration 23Q: 19 clusters Score -7.84414e+07 nChanged 16858
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 36042 members 
Mstep: Class 3 contains 47331 members 
Mstep: Class 4 contains 17620 members 
Mstep: Class 5 contains 143067 members 
Mstep: Class 7 contains 33084 members 
Mstep: Class 8 contains 55211 members 
Mstep: Class 9 contains 36597 members 
Mstep: Class 10 contains 8412 members 
Mstep: Class 12 contains 22417 members 
Mstep: Class 13 contains 77958 members 
Mstep: Class 14 contains 47765 members 
Mstep: Class 15 contains 22630 members 
Mstep: Class 16 contains 2123 members 
Mstep: Class 17 contains 65796 members 
Mstep: Class 18 contains 79622 members 
Mstep: Class 19 contains 4022 members 
Mstep: Class 20 contains 18667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78450688.000000 Penalty: 36178.632812
Iteration 24Q: 19 clusters Score -7.845069e+07 nChanged 16654
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 38091 members 
Mstep: Class 3 contains 45328 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 142086 members 
Mstep: Class 7 contains 34059 members 
Mstep: Class 8 contains 55039 members 
Mstep: Class 9 contains 36041 members 
Mstep: Class 10 contains 7547 members 
Mstep: Class 12 contains 22383 members 
Mstep: Class 13 contains 78935 members 
Mstep: Class 14 contains 46904 members 
Mstep: Class 15 contains 22882 members 
Mstep: Class 16 contains 2081 members 
Mstep: Class 17 contains 64103 members 
Mstep: Class 18 contains 80441 members 
Mstep: Class 19 contains 3954 members 
Mstep: Class 20 contains 20734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78458960.000000 Penalty: 36178.632812
Iteration 25Q: 19 clusters Score -7.845896e+07 nChanged 16623
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 39708 members 
Mstep: Class 3 contains 43122 members 
Mstep: Class 4 contains 17716 members 
Mstep: Class 5 contains 141105 members 
Mstep: Class 7 contains 35007 members 
Mstep: Class 8 contains 55167 members 
Mstep: Class 9 contains 35318 members 
Mstep: Class 10 contains 6773 members 
Mstep: Class 12 contains 22370 members 
Mstep: Class 13 contains 79783 members 
Mstep: Class 14 contains 45905 members 
Mstep: Class 15 contains 23144 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 17 contains 62477 members 
Mstep: Class 18 contains 81471 members 
Mstep: Class 19 contains 3905 members 
Mstep: Class 20 contains 22577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78467608.000000 Penalty: 36178.632812
Iteration 26Q: 19 clusters Score -7.846761e+07 nChanged 16769
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 40951 members 
Mstep: Class 3 contains 40850 members 
Mstep: Class 4 contains 17730 members 
Mstep: Class 5 contains 140141 members 
Mstep: Class 7 contains 35941 members 
Mstep: Class 8 contains 55659 members 
Mstep: Class 9 contains 34438 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 12 contains 22290 members 
Mstep: Class 13 contains 80597 members 
Mstep: Class 14 contains 44737 members 
Mstep: Class 15 contains 23454 members 
Mstep: Class 16 contains 2028 members 
Mstep: Class 17 contains 60835 members 
Mstep: Class 18 contains 82599 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 20 contains 24183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78476512.000000 Penalty: 36178.632812
Iteration 27Q: 19 clusters Score -7.847651e+07 nChanged 16579
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 41750 members 
Mstep: Class 3 contains 38654 members 
Mstep: Class 4 contains 17746 members 
Mstep: Class 5 contains 139237 members 
Mstep: Class 7 contains 36876 members 
Mstep: Class 8 contains 56498 members 
Mstep: Class 9 contains 33285 members 
Mstep: Class 10 contains 5639 members 
Mstep: Class 12 contains 21899 members 
Mstep: Class 13 contains 81282 members 
Mstep: Class 14 contains 43356 members 
Mstep: Class 15 contains 23797 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 59248 members 
Mstep: Class 18 contains 83780 members 
Mstep: Class 19 contains 3721 members 
Mstep: Class 20 contains 25539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78485120.000000 Penalty: 36178.632812
Iteration 28Q: 19 clusters Score -7.848512e+07 nChanged 16303
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 42452 members 
Mstep: Class 3 contains 36606 members 
Mstep: Class 4 contains 17751 members 
Mstep: Class 5 contains 138351 members 
Mstep: Class 7 contains 37826 members 
Mstep: Class 8 contains 57529 members 
Mstep: Class 9 contains 32074 members 
Mstep: Class 10 contains 5360 members 
Mstep: Class 12 contains 21130 members 
Mstep: Class 13 contains 81887 members 
Mstep: Class 14 contains 42046 members 
Mstep: Class 15 contains 24125 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 57538 members 
Mstep: Class 18 contains 84880 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 26760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78494096.000000 Penalty: 36178.632812
Iteration 29Q: 19 clusters Score -7.84941e+07 nChanged 15746
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 43677 members 
Mstep: Class 3 contains 34749 members 
Mstep: Class 4 contains 17746 members 
Mstep: Class 5 contains 137517 members 
Mstep: Class 7 contains 38707 members 
Mstep: Class 8 contains 58659 members 
Mstep: Class 9 contains 30744 members 
Mstep: Class 10 contains 5140 members 
Mstep: Class 12 contains 19719 members 
Mstep: Class 13 contains 82481 members 
Mstep: Class 14 contains 41142 members 
Mstep: Class 15 contains 24504 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 55701 members 
Mstep: Class 18 contains 85968 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 27771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78503120.000000 Penalty: 36178.632812
Iteration 30Q: 19 clusters Score -7.850312e+07 nChanged 14619
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 45520 members 
Mstep: Class 3 contains 33003 members 
Mstep: Class 4 contains 17743 members 
Mstep: Class 5 contains 136741 members 
Mstep: Class 7 contains 39544 members 
Mstep: Class 8 contains 59822 members 
Mstep: Class 9 contains 29288 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 12 contains 17721 members 
Mstep: Class 13 contains 83116 members 
Mstep: Class 14 contains 40759 members 
Mstep: Class 15 contains 24981 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 53794 members 
Mstep: Class 18 contains 87055 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78510808.000000 Penalty: 36178.632812
Iteration 31Q: 19 clusters Score -7.851081e+07 nChanged 13439
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 47843 members 
Mstep: Class 3 contains 31542 members 
Mstep: Class 4 contains 17745 members 
Mstep: Class 5 contains 135971 members 
Mstep: Class 7 contains 40397 members 
Mstep: Class 8 contains 61007 members 
Mstep: Class 9 contains 27772 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 12 contains 15609 members 
Mstep: Class 13 contains 83718 members 
Mstep: Class 14 contains 40569 members 
Mstep: Class 15 contains 25427 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 51962 members 
Mstep: Class 18 contains 88039 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 29201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78518112.000000 Penalty: 36178.632812
Iteration 32Q: 19 clusters Score -7.851811e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 50166 members 
Mstep: Class 3 contains 30256 members 
Mstep: Class 4 contains 17754 members 
Mstep: Class 5 contains 135260 members 
Mstep: Class 7 contains 41224 members 
Mstep: Class 8 contains 62131 members 
Mstep: Class 9 contains 26187 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 12 contains 13999 members 
Mstep: Class 13 contains 84311 members 
Mstep: Class 14 contains 40475 members 
Mstep: Class 15 contains 25794 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 50450 members 
Mstep: Class 18 contains 88782 members 
Mstep: Class 19 contains 3318 members 
Mstep: Class 20 contains 29532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78523816.000000 Penalty: 36178.632812
Iteration 33Q: 19 clusters Score -7.852382e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 51524 members 
Mstep: Class 3 contains 29161 members 
Mstep: Class 4 contains 17764 members 
Mstep: Class 5 contains 134705 members 
Mstep: Class 7 contains 41982 members 
Mstep: Class 8 contains 63216 members 
Mstep: Class 9 contains 24501 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 12 contains 13727 members 
Mstep: Class 13 contains 84925 members 
Mstep: Class 14 contains 40436 members 
Mstep: Class 15 contains 26087 members 
Mstep: Class 16 contains 1525 members 
Mstep: Class 17 contains 49331 members 
Mstep: Class 18 contains 89198 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 29547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78527976.000000 Penalty: 36178.632812
Iteration 34Q: 19 clusters Score -7.852798e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 52190 members 
Mstep: Class 3 contains 28347 members 
Mstep: Class 4 contains 17772 members 
Mstep: Class 5 contains 134200 members 
Mstep: Class 7 contains 42706 members 
Mstep: Class 8 contains 64165 members 
Mstep: Class 9 contains 22892 members 
Mstep: Class 10 contains 5260 members 
Mstep: Class 12 contains 14221 members 
Mstep: Class 13 contains 85571 members 
Mstep: Class 14 contains 40399 members 
Mstep: Class 15 contains 26341 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 48548 members 
Mstep: Class 18 contains 89327 members 
Mstep: Class 19 contains 3205 members 
Mstep: Class 20 contains 29304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78529944.000000 Penalty: 36178.632812
Iteration 35Q: 19 clusters Score -7.852994e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 52541 members 
Mstep: Class 3 contains 27709 members 
Mstep: Class 4 contains 17773 members 
Mstep: Class 5 contains 133635 members 
Mstep: Class 7 contains 43443 members 
Mstep: Class 8 contains 65082 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 5448 members 
Mstep: Class 12 contains 14932 members 
Mstep: Class 13 contains 86202 members 
Mstep: Class 14 contains 40372 members 
Mstep: Class 15 contains 26515 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 47972 members 
Mstep: Class 18 contains 89528 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 28836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78532256.000000 Penalty: 36178.632812
Iteration 36Q: 19 clusters Score -7.853226e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 52704 members 
Mstep: Class 3 contains 27154 members 
Mstep: Class 4 contains 17775 members 
Mstep: Class 5 contains 133048 members 
Mstep: Class 7 contains 44165 members 
Mstep: Class 8 contains 65977 members 
Mstep: Class 9 contains 19776 members 
Mstep: Class 10 contains 5696 members 
Mstep: Class 12 contains 15822 members 
Mstep: Class 13 contains 86752 members 
Mstep: Class 14 contains 40351 members 
Mstep: Class 15 contains 26645 members 
Mstep: Class 16 contains 1308 members 
Mstep: Class 17 contains 47535 members 
Mstep: Class 18 contains 89766 members 
Mstep: Class 19 contains 3084 members 
Mstep: Class 20 contains 28141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78535016.000000 Penalty: 36178.632812
Iteration 37Q: 19 clusters Score -7.853502e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 52803 members 
Mstep: Class 3 contains 26651 members 
Mstep: Class 4 contains 17789 members 
Mstep: Class 5 contains 132475 members 
Mstep: Class 7 contains 44850 members 
Mstep: Class 8 contains 66914 members 
Mstep: Class 9 contains 18293 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 12 contains 16893 members 
Mstep: Class 13 contains 87230 members 
Mstep: Class 14 contains 40328 members 
Mstep: Class 15 contains 26738 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 47161 members 
Mstep: Class 18 contains 89951 members 
Mstep: Class 19 contains 3055 members 
Mstep: Class 20 contains 27212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78539952.000000 Penalty: 36178.632812
Iteration 38Q: 19 clusters Score -7.853995e+07 nChanged 8829
Entering ConstructFrom: 
Score: -78539952.000000 Penalty: 36178.632812
Entering ConstructFrom: 
Trying to split cluster 1 (29289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Entering Unmasked Estep 
Score: -3244608.750000 Penalty: 1530.403198
	Iteration 0F: 2 clusters Score -3244609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3225323.500000 Penalty: 3060.806396
	Iteration 0F: 3 clusters Score -3225324 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3232577.750000 Penalty: 3060.806396
	Iteration 1F: 3 clusters Score -3232578 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3233234.750000 Penalty: 3060.806396
	Iteration 2F: 3 clusters Score -3233235 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3233892.000000 Penalty: 3060.806396
	Iteration 3F: 3 clusters Score -3233892 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3234796.250000 Penalty: 3060.806396
	Iteration 4F: 3 clusters Score -3234796 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3235931.250000 Penalty: 3060.806396
	Iteration 5F: 3 clusters Score -3235931 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3237409.000000 Penalty: 3060.806396
	Iteration 6F: 3 clusters Score -3237409 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3239111.500000 Penalty: 3060.806396
	Iteration 7F: 3 clusters Score -3239112 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3240673.000000 Penalty: 3060.806396
	Iteration 8F: 3 clusters Score -3240673 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3241844.250000 Penalty: 3060.806396
	Iteration 9Q: 3 clusters Score -3241844 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3242774.250000 Penalty: 3060.806396
	Iteration 10Q: 3 clusters Score -3242774 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3243642.250000 Penalty: 3060.806396
	Iteration 11Q: 3 clusters Score -3243642 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3244184.250000 Penalty: 3060.806396
	Iteration 12Q: 3 clusters Score -3244184 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3244544.750000 Penalty: 3060.806396
	Iteration 13Q: 3 clusters Score -3244545 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3244843.250000 Penalty: 3060.806396
	Iteration 14Q: 3 clusters Score -3244843 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3245138.750000 Penalty: 3060.806396
	Iteration 15Q: 3 clusters Score -3245139 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3245427.250000 Penalty: 3060.806396
	Iteration 16Q: 3 clusters Score -3245427 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3245724.000000 Penalty: 3060.806396
	Iteration 17Q: 3 clusters Score -3245724 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3246088.500000 Penalty: 3060.806396
	Iteration 18Q: 3 clusters Score -3246088 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3246496.500000 Penalty: 3060.806396
	Iteration 19Q: 3 clusters Score -3246496 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -3247139.750000 Penalty: 3060.806396
	Iteration 20F: 3 clusters Score -3247140 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3248120.750000 Penalty: 3060.806396
	Iteration 21Q: 3 clusters Score -3248121 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3249531.000000 Penalty: 3060.806396
	Iteration 22Q: 3 clusters Score -3249531 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3251530.250000 Penalty: 3060.806396
	Iteration 23Q: 3 clusters Score -3251530 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3253929.000000 Penalty: 3060.806396
	Iteration 24Q: 3 clusters Score -3253929 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3256555.750000 Penalty: 3060.806396
	Iteration 25Q: 3 clusters Score -3256556 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3259312.250000 Penalty: 3060.806396
	Iteration 26Q: 3 clusters Score -3259312 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3261243.750000 Penalty: 3060.806396
	Iteration 27Q: 3 clusters Score -3261244 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3261884.750000 Penalty: 3060.806396
	Iteration 28Q: 3 clusters Score -3261885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3262021.250000 Penalty: 3060.806396
	Iteration 29Q: 3 clusters Score -3262021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3262067.000000 Penalty: 3060.806396
	Iteration 30Q: 3 clusters Score -3262067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3262072.250000 Penalty: 3060.806396
	Iteration 31Q: 3 clusters Score -3262072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3262073.750000 Penalty: 3060.806396
	Iteration 32Q: 3 clusters Score -3262074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3262489.000000 Penalty: 3060.806396
	Iteration 33F: 3 clusters Score -3262489 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3262685.500000 Penalty: 3060.806396
	Iteration 34Q: 3 clusters Score -3262686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3262688.750000 Penalty: 3060.806396
	Iteration 35Q: 3 clusters Score -3262689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3262693.000000 Penalty: 3060.806396
	Iteration 36Q: 3 clusters Score -3262693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3262695.250000 Penalty: 3060.806396
	Iteration 37Q: 3 clusters Score -3262695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3262697.000000 Penalty: 3060.806396
	Iteration 38Q: 3 clusters Score -3262697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3262696.500000 Penalty: 3060.806396
	Iteration 39Q: 3 clusters Score -3262696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3262696.500000 Penalty: 3060.806396
	Iteration 40F: 3 clusters Score -3262696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 52876 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 131929 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 45512 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 6674 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 26779 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 46943 members 
Mstep: Class 18 contains 90070 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 26150 members 
Entering Unmasked Estep 
Score: -78560416.000000 Penalty: 38188.558594
Splitting cluster 1 changes total score from -78539952.000000 to -78560416.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (52876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Entering Unmasked Estep 
Score: -5851391.500000 Penalty: 1618.304932
	Iteration 0F: 2 clusters Score -5851392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -5817046.500000 Penalty: 3236.609863
	Iteration 0F: 3 clusters Score -5817046 nChanged 24383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -5831307.500000 Penalty: 3236.609863
	Iteration 1F: 3 clusters Score -5831308 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -5832878.000000 Penalty: 3236.609863
	Iteration 2F: 3 clusters Score -5832878 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -5834896.000000 Penalty: 3236.609863
	Iteration 3F: 3 clusters Score -5834896 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -5837027.000000 Penalty: 3236.609863
	Iteration 4F: 3 clusters Score -5837027 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -5839093.500000 Penalty: 3236.609863
	Iteration 5F: 3 clusters Score -5839094 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -5840897.500000 Penalty: 3236.609863
	Iteration 6F: 3 clusters Score -5840898 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5842703.500000 Penalty: 3236.609863
	Iteration 7Q: 3 clusters Score -5842704 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -5845167.500000 Penalty: 3236.609863
	Iteration 8Q: 3 clusters Score -5845168 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -5850071.500000 Penalty: 3236.609863
	Iteration 9F: 3 clusters Score -5850072 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -5859397.500000 Penalty: 3236.609863
	Iteration 10F: 3 clusters Score -5859398 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5872422.500000 Penalty: 3236.609863
	Iteration 11F: 3 clusters Score -5872422 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -5880538.000000 Penalty: 3236.609863
	Iteration 12Q: 3 clusters Score -5880538 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -5881129.000000 Penalty: 3236.609863
	Iteration 13Q: 3 clusters Score -5881129 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -5881154.000000 Penalty: 3236.609863
	Iteration 14Q: 3 clusters Score -5881154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -5881148.500000 Penalty: 3236.609863
	Iteration 15Q: 3 clusters Score -5881148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -5881155.000000 Penalty: 3236.609863
	Iteration 16Q: 3 clusters Score -5881155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -5881155.000000 Penalty: 3236.609863
	Iteration 17F: 3 clusters Score -5881155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 131929 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 45512 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 6674 members 
Mstep: Class 11 contains 25096 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 26779 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 46943 members 
Mstep: Class 18 contains 90070 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 26150 members 
Entering Unmasked Estep 
Score: -78590136.000000 Penalty: 40198.480469
Splitting cluster 2 changes total score from -78539952.000000 to -78590136.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 3 (26064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Entering Unmasked Estep 
Score: -2837566.000000 Penalty: 1513.044556
	Iteration 0F: 2 clusters Score -2837566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2820458.750000 Penalty: 3026.089111
	Iteration 0F: 3 clusters Score -2820459 nChanged 11685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2827146.750000 Penalty: 3026.089111
	Iteration 1F: 3 clusters Score -2827147 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2827761.750000 Penalty: 3026.089111
	Iteration 2F: 3 clusters Score -2827762 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2828423.500000 Penalty: 3026.089111
	Iteration 3F: 3 clusters Score -2828424 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2829193.500000 Penalty: 3026.089111
	Iteration 4F: 3 clusters Score -2829194 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2830267.000000 Penalty: 3026.089111
	Iteration 5F: 3 clusters Score -2830267 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2831722.000000 Penalty: 3026.089111
	Iteration 6F: 3 clusters Score -2831722 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2833373.250000 Penalty: 3026.089111
	Iteration 7F: 3 clusters Score -2833373 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -2834794.000000 Penalty: 3026.089111
	Iteration 8F: 3 clusters Score -2834794 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2835652.750000 Penalty: 3026.089111
	Iteration 9Q: 3 clusters Score -2835653 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -2836037.000000 Penalty: 3026.089111
	Iteration 10Q: 3 clusters Score -2836037 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -2836173.750000 Penalty: 3026.089111
	Iteration 11Q: 3 clusters Score -2836174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2836258.500000 Penalty: 3026.089111
	Iteration 12Q: 3 clusters Score -2836258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2836309.000000 Penalty: 3026.089111
	Iteration 13Q: 3 clusters Score -2836309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -2836335.750000 Penalty: 3026.089111
	Iteration 14Q: 3 clusters Score -2836336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2836352.500000 Penalty: 3026.089111
	Iteration 15Q: 3 clusters Score -2836352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2836361.750000 Penalty: 3026.089111
	Iteration 16Q: 3 clusters Score -2836362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2836378.750000 Penalty: 3026.089111
	Iteration 17Q: 3 clusters Score -2836379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -2836386.250000 Penalty: 3026.089111
	Iteration 18Q: 3 clusters Score -2836386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -2836389.500000 Penalty: 3026.089111
	Iteration 19Q: 3 clusters Score -2836390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -2836393.000000 Penalty: 3026.089111
	Iteration 20F: 3 clusters Score -2836393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2836391.500000 Penalty: 3026.089111
	Iteration 21Q: 3 clusters Score -2836392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2836391.500000 Penalty: 3026.089111
	Iteration 22F: 3 clusters Score -2836392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Entering Unmasked Estep 
Score: -1981949.625000 Penalty: 1456.298828
	Iteration 0F: 2 clusters Score -1981950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1970370.625000 Penalty: 2912.597656
	Iteration 0F: 3 clusters Score -1970371 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1974443.375000 Penalty: 2912.597656
	Iteration 1F: 3 clusters Score -1974443 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1974862.250000 Penalty: 2912.597656
	Iteration 2F: 3 clusters Score -1974862 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1975247.750000 Penalty: 2912.597656
	Iteration 3Q: 3 clusters Score -1975248 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1975563.750000 Penalty: 2912.597656
	Iteration 4Q: 3 clusters Score -1975564 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1975880.125000 Penalty: 2912.597656
	Iteration 5Q: 3 clusters Score -1975880 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1976221.250000 Penalty: 2912.597656
	Iteration 6Q: 3 clusters Score -1976221 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1976556.875000 Penalty: 2912.597656
	Iteration 7Q: 3 clusters Score -1976557 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1976990.875000 Penalty: 2912.597656
	Iteration 8Q: 3 clusters Score -1976991 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1977509.625000 Penalty: 2912.597656
	Iteration 9Q: 3 clusters Score -1977510 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1978087.750000 Penalty: 2912.597656
	Iteration 10F: 3 clusters Score -1978088 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1978661.375000 Penalty: 2912.597656
	Iteration 11Q: 3 clusters Score -1978661 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1979203.750000 Penalty: 2912.597656
	Iteration 12Q: 3 clusters Score -1979204 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1979670.500000 Penalty: 2912.597656
	Iteration 13Q: 3 clusters Score -1979670 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1980005.875000 Penalty: 2912.597656
	Iteration 14Q: 3 clusters Score -1980006 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1980287.000000 Penalty: 2912.597656
	Iteration 15Q: 3 clusters Score -1980287 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1980513.375000 Penalty: 2912.597656
	Iteration 16Q: 3 clusters Score -1980513 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1980665.875000 Penalty: 2912.597656
	Iteration 17Q: 3 clusters Score -1980666 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1980747.625000 Penalty: 2912.597656
	Iteration 18Q: 3 clusters Score -1980748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1980795.000000 Penalty: 2912.597656
	Iteration 19Q: 3 clusters Score -1980795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1980831.500000 Penalty: 2912.597656
	Iteration 20F: 3 clusters Score -1980832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1980855.625000 Penalty: 2912.597656
	Iteration 21Q: 3 clusters Score -1980856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1980875.250000 Penalty: 2912.597656
	Iteration 22Q: 3 clusters Score -1980875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1980894.250000 Penalty: 2912.597656
	Iteration 23Q: 3 clusters Score -1980894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1980900.500000 Penalty: 2912.597656
	Iteration 24Q: 3 clusters Score -1980900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1980911.250000 Penalty: 2912.597656
	Iteration 25Q: 3 clusters Score -1980911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1980917.500000 Penalty: 2912.597656
	Iteration 26Q: 3 clusters Score -1980918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1980920.000000 Penalty: 2912.597656
	Iteration 27Q: 3 clusters Score -1980920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1980921.750000 Penalty: 2912.597656
	Iteration 28Q: 3 clusters Score -1980922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1980929.375000 Penalty: 2912.597656
	Iteration 29Q: 3 clusters Score -1980929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1980933.875000 Penalty: 2912.597656
	Iteration 30Q: 3 clusters Score -1980934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1980935.625000 Penalty: 2912.597656
	Iteration 31Q: 3 clusters Score -1980936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1980943.250000 Penalty: 2912.597656
	Iteration 32Q: 3 clusters Score -1980943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1980956.250000 Penalty: 2912.597656
	Iteration 33Q: 3 clusters Score -1980956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1980966.625000 Penalty: 2912.597656
	Iteration 34Q: 3 clusters Score -1980967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1980973.750000 Penalty: 2912.597656
	Iteration 35Q: 3 clusters Score -1980974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1980980.125000 Penalty: 2912.597656
	Iteration 36Q: 3 clusters Score -1980980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1980987.000000 Penalty: 2912.597656
	Iteration 37Q: 3 clusters Score -1980987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1980990.625000 Penalty: 2912.597656
	Iteration 38Q: 3 clusters Score -1980991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1980991.125000 Penalty: 2912.597656
	Iteration 39Q: 3 clusters Score -1980991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1980990.750000 Penalty: 2912.597656
	Iteration 40F: 3 clusters Score -1980991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1980992.500000 Penalty: 2912.597656
	Iteration 41Q: 3 clusters Score -1980992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1980997.250000 Penalty: 2912.597656
	Iteration 42Q: 3 clusters Score -1980997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1981000.125000 Penalty: 2912.597656
	Iteration 43Q: 3 clusters Score -1981000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1981000.375000 Penalty: 2912.597656
	Iteration 44Q: 3 clusters Score -1981000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1981001.875000 Penalty: 2912.597656
	Iteration 45Q: 3 clusters Score -1981002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1981002.625000 Penalty: 2912.597656
	Iteration 46Q: 3 clusters Score -1981003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1981001.500000 Penalty: 2912.597656
	Iteration 47Q: 3 clusters Score -1981002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1981002.125000 Penalty: 2912.597656
	Iteration 48Q: 3 clusters Score -1981002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1981003.875000 Penalty: 2912.597656
	Iteration 49Q: 3 clusters Score -1981004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1981003.875000 Penalty: 2912.597656
	Iteration 50F: 3 clusters Score -1981004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (131929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131929 members 
Entering Unmasked Estep 
Score: -14505713.000000 Penalty: 1754.354858
	Iteration 0F: 2 clusters Score -1.450571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -14419728.000000 Penalty: 3508.709717
	Iteration 0F: 3 clusters Score -1.441973e+07 nChanged 63095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -14457248.000000 Penalty: 3508.709717
	Iteration 1F: 3 clusters Score -1.445725e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -14459517.000000 Penalty: 3508.709717
	Iteration 2Q: 3 clusters Score -1.445952e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -14463383.000000 Penalty: 3508.709717
	Iteration 3F: 3 clusters Score -1.446338e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -14469022.000000 Penalty: 3508.709717
	Iteration 4F: 3 clusters Score -1.446902e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -14475227.000000 Penalty: 3508.709717
	Iteration 5F: 3 clusters Score -1.447523e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -14481074.000000 Penalty: 3508.709717
	Iteration 6F: 3 clusters Score -1.448107e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -14485641.000000 Penalty: 3508.709717
	Iteration 7F: 3 clusters Score -1.448564e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -14489664.000000 Penalty: 3508.709717
	Iteration 8F: 3 clusters Score -1.448966e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -14494230.000000 Penalty: 3508.709717
	Iteration 9F: 3 clusters Score -1.449423e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -14499734.000000 Penalty: 3508.709717
	Iteration 10F: 3 clusters Score -1.449973e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -14505181.000000 Penalty: 3508.709717
	Iteration 11F: 3 clusters Score -1.450518e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -14509304.000000 Penalty: 3508.709717
	Iteration 12Q: 3 clusters Score -1.45093e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -14511539.000000 Penalty: 3508.709717
	Iteration 13Q: 3 clusters Score -1.451154e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -14512844.000000 Penalty: 3508.709717
	Iteration 14Q: 3 clusters Score -1.451284e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -14513638.000000 Penalty: 3508.709717
	Iteration 15Q: 3 clusters Score -1.451364e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 90201 members 
Entering Unmasked Estep 
Score: -14514091.000000 Penalty: 3508.709717
	Iteration 16Q: 3 clusters Score -1.451409e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -14514312.000000 Penalty: 3508.709717
	Iteration 17Q: 3 clusters Score -1.451431e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 91733 members 
Entering Unmasked Estep 
Score: -14514484.000000 Penalty: 3508.709717
	Iteration 18Q: 3 clusters Score -1.451448e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -14514555.000000 Penalty: 3508.709717
	Iteration 19Q: 3 clusters Score -1.451456e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -14514613.000000 Penalty: 3508.709717
	Iteration 20F: 3 clusters Score -1.451461e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -14514675.000000 Penalty: 3508.709717
	Iteration 21Q: 3 clusters Score -1.451468e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -14514693.000000 Penalty: 3508.709717
	Iteration 22Q: 3 clusters Score -1.451469e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 93751 members 
Entering Unmasked Estep 
Score: -14514708.000000 Penalty: 3508.709717
	Iteration 23Q: 3 clusters Score -1.451471e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 94043 members 
Entering Unmasked Estep 
Score: -14514685.000000 Penalty: 3508.709717
	Iteration 24Q: 3 clusters Score -1.451468e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 94315 members 
Entering Unmasked Estep 
Score: -14514726.000000 Penalty: 3508.709717
	Iteration 25Q: 3 clusters Score -1.451473e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
Score: -14514748.000000 Penalty: 3508.709717
	Iteration 26Q: 3 clusters Score -1.451475e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -14514754.000000 Penalty: 3508.709717
	Iteration 27Q: 3 clusters Score -1.451475e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -14514739.000000 Penalty: 3508.709717
	Iteration 28Q: 3 clusters Score -1.451474e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -14514735.000000 Penalty: 3508.709717
	Iteration 29Q: 3 clusters Score -1.451474e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -14514712.000000 Penalty: 3508.709717
	Iteration 30Q: 3 clusters Score -1.451471e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -14514705.000000 Penalty: 3508.709717
	Iteration 31Q: 3 clusters Score -1.45147e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -14514705.000000 Penalty: 3508.709717
	Iteration 32Q: 3 clusters Score -1.45147e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -14514704.000000 Penalty: 3508.709717
	Iteration 33Q: 3 clusters Score -1.45147e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -14514711.000000 Penalty: 3508.709717
	Iteration 34Q: 3 clusters Score -1.451471e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 96021 members 
Entering Unmasked Estep 
Score: -14514713.000000 Penalty: 3508.709717
	Iteration 35Q: 3 clusters Score -1.451471e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -14514743.000000 Penalty: 3508.709717
	Iteration 36Q: 3 clusters Score -1.451474e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -14514753.000000 Penalty: 3508.709717
	Iteration 37Q: 3 clusters Score -1.451475e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 96333 members 
Entering Unmasked Estep 
Score: -14514730.000000 Penalty: 3508.709717
	Iteration 38Q: 3 clusters Score -1.451473e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 96433 members 
Entering Unmasked Estep 
Score: -14514754.000000 Penalty: 3508.709717
	Iteration 39Q: 3 clusters Score -1.451475e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -14514745.000000 Penalty: 3508.709717
	Iteration 40F: 3 clusters Score -1.451474e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -14514712.000000 Penalty: 3508.709717
	Iteration 41Q: 3 clusters Score -1.451471e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 96707 members 
Entering Unmasked Estep 
Score: -14514716.000000 Penalty: 3508.709717
	Iteration 42Q: 3 clusters Score -1.451472e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -14514713.000000 Penalty: 3508.709717
	Iteration 43Q: 3 clusters Score -1.451471e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -14514726.000000 Penalty: 3508.709717
	Iteration 44Q: 3 clusters Score -1.451473e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -14514723.000000 Penalty: 3508.709717
	Iteration 45Q: 3 clusters Score -1.451472e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -14514729.000000 Penalty: 3508.709717
	Iteration 46Q: 3 clusters Score -1.451473e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 97084 members 
Entering Unmasked Estep 
Score: -14514707.000000 Penalty: 3508.709717
	Iteration 47Q: 3 clusters Score -1.451471e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -14514687.000000 Penalty: 3508.709717
	Iteration 48Q: 3 clusters Score -1.451469e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -14514713.000000 Penalty: 3508.709717
	Iteration 49Q: 3 clusters Score -1.451471e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 97270 members 
Entering Unmasked Estep 
Score: -14514703.000000 Penalty: 3508.709717
	Iteration 50Q: 3 clusters Score -1.45147e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 97321 members 
Entering Unmasked Estep 
Score: -14514685.000000 Penalty: 3508.709717
	Iteration 51Q: 3 clusters Score -1.451468e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -14514707.000000 Penalty: 3508.709717
	Iteration 52Q: 3 clusters Score -1.451471e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 97393 members 
Entering Unmasked Estep 
Score: -14514692.000000 Penalty: 3508.709717
	Iteration 53Q: 3 clusters Score -1.451469e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -14514677.000000 Penalty: 3508.709717
	Iteration 54Q: 3 clusters Score -1.451468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 97466 members 
Entering Unmasked Estep 
Score: -14514676.000000 Penalty: 3508.709717
	Iteration 55Q: 3 clusters Score -1.451468e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 97509 members 
Entering Unmasked Estep 
Score: -14514647.000000 Penalty: 3508.709717
	Iteration 56Q: 3 clusters Score -1.451465e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 97551 members 
Entering Unmasked Estep 
Score: -14514648.000000 Penalty: 3508.709717
	Iteration 57Q: 3 clusters Score -1.451465e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -14514660.000000 Penalty: 3508.709717
	Iteration 58Q: 3 clusters Score -1.451466e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -14514655.000000 Penalty: 3508.709717
	Iteration 59Q: 3 clusters Score -1.451466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -14514652.000000 Penalty: 3508.709717
	Iteration 60F: 3 clusters Score -1.451465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -14514664.000000 Penalty: 3508.709717
	Iteration 61Q: 3 clusters Score -1.451466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -14514667.000000 Penalty: 3508.709717
	Iteration 62Q: 3 clusters Score -1.451467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -14514663.000000 Penalty: 3508.709717
	Iteration 63Q: 3 clusters Score -1.451466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -14514657.000000 Penalty: 3508.709717
	Iteration 64Q: 3 clusters Score -1.451466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -14514653.000000 Penalty: 3508.709717
	Iteration 65Q: 3 clusters Score -1.451465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 97755 members 
Entering Unmasked Estep 
Score: -14514678.000000 Penalty: 3508.709717
	Iteration 66Q: 3 clusters Score -1.451468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 97773 members 
Entering Unmasked Estep 
Score: -14514670.000000 Penalty: 3508.709717
	Iteration 67Q: 3 clusters Score -1.451467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -14514674.000000 Penalty: 3508.709717
	Iteration 68Q: 3 clusters Score -1.451467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -14514684.000000 Penalty: 3508.709717
	Iteration 69Q: 3 clusters Score -1.451468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 97824 members 
Entering Unmasked Estep 
Score: -14514680.000000 Penalty: 3508.709717
	Iteration 70Q: 3 clusters Score -1.451468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -14514684.000000 Penalty: 3508.709717
	Iteration 71Q: 3 clusters Score -1.451468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -14514681.000000 Penalty: 3508.709717
	Iteration 72Q: 3 clusters Score -1.451468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -14514683.000000 Penalty: 3508.709717
	Iteration 73Q: 3 clusters Score -1.451468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -14514668.000000 Penalty: 3508.709717
	Iteration 74Q: 3 clusters Score -1.451467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -14514660.000000 Penalty: 3508.709717
	Iteration 75Q: 3 clusters Score -1.451466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -14514662.000000 Penalty: 3508.709717
	Iteration 76Q: 3 clusters Score -1.451466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 97978 members 
Entering Unmasked Estep 
Score: -14514691.000000 Penalty: 3508.709717
	Iteration 77Q: 3 clusters Score -1.451469e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -14514703.000000 Penalty: 3508.709717
	Iteration 78Q: 3 clusters Score -1.45147e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -14514697.000000 Penalty: 3508.709717
	Iteration 79Q: 3 clusters Score -1.45147e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 98081 members 
Entering Unmasked Estep 
Score: -14514691.000000 Penalty: 3508.709717
	Iteration 80F: 3 clusters Score -1.451469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -14514683.000000 Penalty: 3508.709717
	Iteration 81Q: 3 clusters Score -1.451468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -14514679.000000 Penalty: 3508.709717
	Iteration 82Q: 3 clusters Score -1.451468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -14514690.000000 Penalty: 3508.709717
	Iteration 83Q: 3 clusters Score -1.451469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -14514694.000000 Penalty: 3508.709717
	Iteration 84Q: 3 clusters Score -1.451469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -14514690.000000 Penalty: 3508.709717
	Iteration 85Q: 3 clusters Score -1.451469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -14514690.000000 Penalty: 3508.709717
	Iteration 86Q: 3 clusters Score -1.451469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 98203 members 
Entering Unmasked Estep 
Score: -14514690.000000 Penalty: 3508.709717
	Iteration 87Q: 3 clusters Score -1.451469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -14514703.000000 Penalty: 3508.709717
	Iteration 88Q: 3 clusters Score -1.45147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -14514703.000000 Penalty: 3508.709717
	Iteration 89Q: 3 clusters Score -1.45147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -14514679.000000 Penalty: 3508.709717
	Iteration 90Q: 3 clusters Score -1.451468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 98251 members 
Entering Unmasked Estep 
Score: -14514679.000000 Penalty: 3508.709717
	Iteration 91Q: 3 clusters Score -1.451468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -14514683.000000 Penalty: 3508.709717
	Iteration 92Q: 3 clusters Score -1.451468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 98266 members 
Entering Unmasked Estep 
Score: -14514683.000000 Penalty: 3508.709717
	Iteration 93Q: 3 clusters Score -1.451468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -14514680.000000 Penalty: 3508.709717
	Iteration 94Q: 3 clusters Score -1.451468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -14514698.000000 Penalty: 3508.709717
	Iteration 95Q: 3 clusters Score -1.45147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -14514700.000000 Penalty: 3508.709717
	Iteration 96Q: 3 clusters Score -1.45147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 98281 members 
Entering Unmasked Estep 
Score: -14514695.000000 Penalty: 3508.709717
	Iteration 97Q: 3 clusters Score -1.45147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -14514699.000000 Penalty: 3508.709717
	Iteration 98Q: 3 clusters Score -1.45147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -14514699.000000 Penalty: 3508.709717
	Iteration 99F: 3 clusters Score -1.45147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 33647 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 45512 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 6674 members 
Mstep: Class 11 contains 25096 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 26779 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 46943 members 
Mstep: Class 18 contains 90070 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 26150 members 
Mstep: Class 21 contains 98282 members 
Entering Unmasked Estep 
Score: -78598608.000000 Penalty: 42208.406250
Splitting cluster 5 changes total score from -78539952.000000 to -78598608.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (45512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Entering Unmasked Estep 
Score: -4790041.500000 Penalty: 1595.988770
	Iteration 0F: 2 clusters Score -4790042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4760571.000000 Penalty: 3191.977539
	Iteration 0F: 3 clusters Score -4760571 nChanged 20806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -4772896.500000 Penalty: 3191.977539
	Iteration 1F: 3 clusters Score -4772896 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -4777314.500000 Penalty: 3191.977539
	Iteration 2F: 3 clusters Score -4777314 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -4785930.000000 Penalty: 3191.977539
	Iteration 3F: 3 clusters Score -4785930 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4794238.500000 Penalty: 3191.977539
	Iteration 4F: 3 clusters Score -4794238 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4798197.500000 Penalty: 3191.977539
	Iteration 5F: 3 clusters Score -4798198 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4799432.500000 Penalty: 3191.977539
	Iteration 6Q: 3 clusters Score -4799432 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -4799896.000000 Penalty: 3191.977539
	Iteration 7Q: 3 clusters Score -4799896 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -4800102.500000 Penalty: 3191.977539
	Iteration 8Q: 3 clusters Score -4800102 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4800320 nChanged 151
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Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4800347 nChanged 132
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Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4800364 nChanged 119
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Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4800378 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4800374 nChanged 83
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Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4800380 nChanged 80
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Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4800396 nChanged 82
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Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4800402 nChanged 78
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Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4800428 nChanged 82
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Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4800442 nChanged 90
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Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4800422 nChanged 91
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Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4800442 nChanged 83
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Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4800452 nChanged 81
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Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4800452 nChanged 81
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Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4800450 nChanged 64
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Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4800464 nChanged 65
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Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4800469 nChanged 45
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Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4800479 nChanged 48
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Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4800482 nChanged 53
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Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4800476 nChanged 34
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Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4800478 nChanged 36
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Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4800484 nChanged 39
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Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4800484 nChanged 29
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Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4800491 nChanged 25
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Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4800488 nChanged 24
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Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4800498 nChanged 26
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Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4800502 nChanged 23
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Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4800494 nChanged 19
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Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4800508 nChanged 21
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Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4800491 nChanged 17
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Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4800504 nChanged 16
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Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4800505 nChanged 17
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Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4800507 nChanged 19
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Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4800510 nChanged 19
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Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 38955 members 
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	Iteration 47Q: 3 clusters Score -4800510 nChanged 21
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Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4800494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4800504 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4800504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4800523.500000 Penalty: 3191.977539
	Iteration 51Q: 3 clusters Score -4800524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4800528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4800530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -4800521.500000 Penalty: 3191.977539
	Iteration 54Q: 3 clusters Score -4800522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4800520 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4800523 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4800520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4800524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4800522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4800520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4800519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4800514 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4800518 nChanged 3
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Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 39146 members 
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	Iteration 64Q: 3 clusters Score -4800514 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4800522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4800516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4800522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4800518 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4800522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -4800535.500000 Penalty: 3191.977539
	Iteration 70Q: 3 clusters Score -4800536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -4800540.000000 Penalty: 3191.977539
	Iteration 71Q: 3 clusters Score -4800540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4800538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4800538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4800538 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4800539 nChanged 6
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Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4800536 nChanged 5
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Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 39260 members 
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	Iteration 77Q: 3 clusters Score -4800539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4800538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4800545 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4800546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4800545 nChanged 6
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Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 39284 members 
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	Iteration 82Q: 3 clusters Score -4800546 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 39290 members 
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	Iteration 83Q: 3 clusters Score -4800546 nChanged 2
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Mstep: Class 1 contains 6220 members 
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	Iteration 84Q: 3 clusters Score -4800547 nChanged 3
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Mstep: Class 1 contains 6217 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4800542 nChanged 6
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Mstep: Class 1 contains 6211 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4800544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4800539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4800540 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6177 members 
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	Iteration 89Q: 3 clusters Score -4800546 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4800542 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6162 members 
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	Iteration 91Q: 3 clusters Score -4800546 nChanged 12
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Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 39362 members 
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	Iteration 92Q: 3 clusters Score -4800550 nChanged 9
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Mstep: Class 1 contains 6141 members 
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	Iteration 93Q: 3 clusters Score -4800549 nChanged 11
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Mstep: Class 1 contains 6132 members 
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	Iteration 94Q: 3 clusters Score -4800546 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4800550 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4800553 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 39400 members 
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	Iteration 97Q: 3 clusters Score -4800550 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4800551 nChanged 0
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Mstep: Class 1 contains 6110 members 
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Entering Unmasked Estep 
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	Iteration 99F: 3 clusters Score -4800551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 33647 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 6674 members 
Mstep: Class 11 contains 25096 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 26779 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 46943 members 
Mstep: Class 18 contains 90070 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 26150 members 
Mstep: Class 21 contains 98282 members 
Mstep: Class 22 contains 39402 members 
Entering Unmasked Estep 
Score: -78608728.000000 Penalty: 44218.332031
Splitting cluster 7 changes total score from -78539952.000000 to -78608728.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (67912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Entering Unmasked Estep 
Score: -7466053.500000 Penalty: 1655.544067
	Iteration 0F: 2 clusters Score -7466054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -7421934.500000 Penalty: 3311.088135
	Iteration 0F: 3 clusters Score -7421934 nChanged 31528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -7439765.000000 Penalty: 3311.088135
	Iteration 1F: 3 clusters Score -7439765 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -7440606.000000 Penalty: 3311.088135
	Iteration 2Q: 3 clusters Score -7440606 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -7441400.500000 Penalty: 3311.088135
	Iteration 3Q: 3 clusters Score -7441400 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -7442426.500000 Penalty: 3311.088135
	Iteration 4Q: 3 clusters Score -7442426 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -7443400.000000 Penalty: 3311.088135
	Iteration 5Q: 3 clusters Score -7443400 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -7444512.000000 Penalty: 3311.088135
	Iteration 6Q: 3 clusters Score -7444512 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -7445631.500000 Penalty: 3311.088135
	Iteration 7Q: 3 clusters Score -7445632 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -7446715.500000 Penalty: 3311.088135
	Iteration 8Q: 3 clusters Score -7446716 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -7447762.000000 Penalty: 3311.088135
	Iteration 9Q: 3 clusters Score -7447762 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -7448962.500000 Penalty: 3311.088135
	Iteration 10Q: 3 clusters Score -7448962 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -7450235.500000 Penalty: 3311.088135
	Iteration 11Q: 3 clusters Score -7450236 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -7451606.500000 Penalty: 3311.088135
	Iteration 12Q: 3 clusters Score -7451606 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -7453197.500000 Penalty: 3311.088135
	Iteration 13Q: 3 clusters Score -7453198 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -7454946.000000 Penalty: 3311.088135
	Iteration 14Q: 3 clusters Score -7454946 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -7457004.000000 Penalty: 3311.088135
	Iteration 15F: 3 clusters Score -7457004 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -7459065.500000 Penalty: 3311.088135
	Iteration 16F: 3 clusters Score -7459066 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -7460909.000000 Penalty: 3311.088135
	Iteration 17Q: 3 clusters Score -7460909 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -7462366.500000 Penalty: 3311.088135
	Iteration 18Q: 3 clusters Score -7462366 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -7463329.500000 Penalty: 3311.088135
	Iteration 19Q: 3 clusters Score -7463330 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -7463911.500000 Penalty: 3311.088135
	Iteration 20F: 3 clusters Score -7463912 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -7464312.000000 Penalty: 3311.088135
	Iteration 21Q: 3 clusters Score -7464312 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -7464567.500000 Penalty: 3311.088135
	Iteration 22Q: 3 clusters Score -7464568 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -7464774.000000 Penalty: 3311.088135
	Iteration 23Q: 3 clusters Score -7464774 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -7464874.000000 Penalty: 3311.088135
	Iteration 24Q: 3 clusters Score -7464874 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -7464960.000000 Penalty: 3311.088135
	Iteration 25Q: 3 clusters Score -7464960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -7465024.000000 Penalty: 3311.088135
	Iteration 26Q: 3 clusters Score -7465024 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 66268 members 
Entering Unmasked Estep 
Score: -7465060.500000 Penalty: 3311.088135
	Iteration 27Q: 3 clusters Score -7465060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -7465098.000000 Penalty: 3311.088135
	Iteration 28Q: 3 clusters Score -7465098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -7465129.500000 Penalty: 3311.088135
	Iteration 29Q: 3 clusters Score -7465130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -7465137.500000 Penalty: 3311.088135
	Iteration 30Q: 3 clusters Score -7465138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 66483 members 
Entering Unmasked Estep 
Score: -7465153.000000 Penalty: 3311.088135
	Iteration 31Q: 3 clusters Score -7465153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -7465169.000000 Penalty: 3311.088135
	Iteration 32Q: 3 clusters Score -7465169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -7465176.000000 Penalty: 3311.088135
	Iteration 33Q: 3 clusters Score -7465176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -7465195.000000 Penalty: 3311.088135
	Iteration 34Q: 3 clusters Score -7465195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -7465197.000000 Penalty: 3311.088135
	Iteration 35Q: 3 clusters Score -7465197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -7465202.000000 Penalty: 3311.088135
	Iteration 36Q: 3 clusters Score -7465202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -7465213.000000 Penalty: 3311.088135
	Iteration 37Q: 3 clusters Score -7465213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 66597 members 
Entering Unmasked Estep 
Score: -7465204.000000 Penalty: 3311.088135
	Iteration 38Q: 3 clusters Score -7465204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -7465207.500000 Penalty: 3311.088135
	Iteration 39Q: 3 clusters Score -7465208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -7465216.000000 Penalty: 3311.088135
	Iteration 40F: 3 clusters Score -7465216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -7465212.000000 Penalty: 3311.088135
	Iteration 41Q: 3 clusters Score -7465212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -7465208.500000 Penalty: 3311.088135
	Iteration 42Q: 3 clusters Score -7465208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
Score: -7465210.500000 Penalty: 3311.088135
	Iteration 43Q: 3 clusters Score -7465210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -7465210.500000 Penalty: 3311.088135
	Iteration 44Q: 3 clusters Score -7465210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -7465212.000000 Penalty: 3311.088135
	Iteration 45Q: 3 clusters Score -7465212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -7465214.500000 Penalty: 3311.088135
	Iteration 46Q: 3 clusters Score -7465214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -7465217.500000 Penalty: 3311.088135
	Iteration 47Q: 3 clusters Score -7465218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -7465211.500000 Penalty: 3311.088135
	Iteration 48Q: 3 clusters Score -7465212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -7465216.000000 Penalty: 3311.088135
	Iteration 49Q: 3 clusters Score -7465216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -7465216.500000 Penalty: 3311.088135
	Iteration 50Q: 3 clusters Score -7465216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -7465216.500000 Penalty: 3311.088135
	Iteration 51F: 3 clusters Score -7465216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Entering Unmasked Estep 
Score: -1851435.125000 Penalty: 1448.146240
	Iteration 0F: 2 clusters Score -1851435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1840345.500000 Penalty: 2896.292480
	Iteration 0F: 3 clusters Score -1840346 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1844271.500000 Penalty: 2896.292480
	Iteration 1F: 3 clusters Score -1844272 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1844640.875000 Penalty: 2896.292480
	Iteration 2F: 3 clusters Score -1844641 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1845018.375000 Penalty: 2896.292480
	Iteration 3Q: 3 clusters Score -1845018 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1845448.250000 Penalty: 2896.292480
	Iteration 4Q: 3 clusters Score -1845448 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1846069.750000 Penalty: 2896.292480
	Iteration 5F: 3 clusters Score -1846070 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1846819.250000 Penalty: 2896.292480
	Iteration 6F: 3 clusters Score -1846819 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1847742.750000 Penalty: 2896.292480
	Iteration 7F: 3 clusters Score -1847743 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1848708.250000 Penalty: 2896.292480
	Iteration 8F: 3 clusters Score -1848708 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1849420.125000 Penalty: 2896.292480
	Iteration 9Q: 3 clusters Score -1849420 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1849833.000000 Penalty: 2896.292480
	Iteration 10Q: 3 clusters Score -1849833 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1850020.000000 Penalty: 2896.292480
	Iteration 11Q: 3 clusters Score -1850020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1850116.750000 Penalty: 2896.292480
	Iteration 12Q: 3 clusters Score -1850117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1850187.625000 Penalty: 2896.292480
	Iteration 13Q: 3 clusters Score -1850188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1850230.625000 Penalty: 2896.292480
	Iteration 14Q: 3 clusters Score -1850231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1850250.125000 Penalty: 2896.292480
	Iteration 15Q: 3 clusters Score -1850250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1850261.875000 Penalty: 2896.292480
	Iteration 16Q: 3 clusters Score -1850262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1850265.500000 Penalty: 2896.292480
	Iteration 17Q: 3 clusters Score -1850266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1850266.500000 Penalty: 2896.292480
	Iteration 18Q: 3 clusters Score -1850266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1850271.125000 Penalty: 2896.292480
	Iteration 19Q: 3 clusters Score -1850271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1850271.125000 Penalty: 2896.292480
	Iteration 20F: 3 clusters Score -1850271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -723881.812500 Penalty: 1310.329102
	Iteration 0F: 2 clusters Score -723881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -719169.250000 Penalty: 2620.658203
	Iteration 0F: 3 clusters Score -719169.2 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -720518.125000 Penalty: 2620.658203
	Iteration 1F: 3 clusters Score -720518.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -720821.875000 Penalty: 2620.658203
	Iteration 2F: 3 clusters Score -720821.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -721066.687500 Penalty: 2620.658203
	Iteration 3F: 3 clusters Score -721066.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -721337.500000 Penalty: 2620.658203
	Iteration 4Q: 3 clusters Score -721337.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -721761.750000 Penalty: 2620.658203
	Iteration 5Q: 3 clusters Score -721761.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -722186.375000 Penalty: 2620.658203
	Iteration 6F: 3 clusters Score -722186.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -722530.750000 Penalty: 2620.658203
	Iteration 7F: 3 clusters Score -722530.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -722882.000000 Penalty: 2620.658203
	Iteration 8F: 3 clusters Score -722882 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -723237.250000 Penalty: 2620.658203
	Iteration 9F: 3 clusters Score -723237.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -723535.937500 Penalty: 2620.658203
	Iteration 10F: 3 clusters Score -723535.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -723781.812500 Penalty: 2620.658203
	Iteration 11Q: 3 clusters Score -723781.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -723948.625000 Penalty: 2620.658203
	Iteration 12Q: 3 clusters Score -723948.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -724066.875000 Penalty: 2620.658203
	Iteration 13Q: 3 clusters Score -724066.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -724136.312500 Penalty: 2620.658203
	Iteration 14Q: 3 clusters Score -724136.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -724181.000000 Penalty: 2620.658203
	Iteration 15Q: 3 clusters Score -724181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -724217.125000 Penalty: 2620.658203
	Iteration 16Q: 3 clusters Score -724217.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -724240.000000 Penalty: 2620.658203
	Iteration 17Q: 3 clusters Score -724240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -724252.062500 Penalty: 2620.658203
	Iteration 18Q: 3 clusters Score -724252.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -724261.562500 Penalty: 2620.658203
	Iteration 19Q: 3 clusters Score -724261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -724270.812500 Penalty: 2620.658203
	Iteration 20F: 3 clusters Score -724270.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -724274.000000 Penalty: 2620.658203
	Iteration 21Q: 3 clusters Score -724274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -724277.000000 Penalty: 2620.658203
	Iteration 22Q: 3 clusters Score -724277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -724281.937500 Penalty: 2620.658203
	Iteration 23Q: 3 clusters Score -724281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -724283.375000 Penalty: 2620.658203
	Iteration 24Q: 3 clusters Score -724283.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -724283.875000 Penalty: 2620.658203
	Iteration 25Q: 3 clusters Score -724283.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -724283.875000 Penalty: 2620.658203
	Iteration 26F: 3 clusters Score -724283.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 33647 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 25096 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 26779 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 46943 members 
Mstep: Class 18 contains 90070 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 26150 members 
Mstep: Class 21 contains 98282 members 
Mstep: Class 22 contains 39402 members 
Mstep: Class 23 contains 1167 members 
Entering Unmasked Estep 
Score: -78608360.000000 Penalty: 46228.253906
Splitting cluster 10 changes total score from -78539952.000000 to -78608360.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (17925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Entering Unmasked Estep 
Score: -2032840.625000 Penalty: 1457.340088
	Iteration 0F: 2 clusters Score -2032841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2021039.250000 Penalty: 2914.680176
	Iteration 0F: 3 clusters Score -2021039 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2025149.250000 Penalty: 2914.680176
	Iteration 1F: 3 clusters Score -2025149 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2025541.750000 Penalty: 2914.680176
	Iteration 2F: 3 clusters Score -2025542 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2025836.375000 Penalty: 2914.680176
	Iteration 3Q: 3 clusters Score -2025836 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2026051.500000 Penalty: 2914.680176
	Iteration 4Q: 3 clusters Score -2026052 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2026230.500000 Penalty: 2914.680176
	Iteration 5Q: 3 clusters Score -2026230 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2026371.500000 Penalty: 2914.680176
	Iteration 6Q: 3 clusters Score -2026372 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2026496.500000 Penalty: 2914.680176
	Iteration 7Q: 3 clusters Score -2026496 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2026615.000000 Penalty: 2914.680176
	Iteration 8Q: 3 clusters Score -2026615 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2026733.750000 Penalty: 2914.680176
	Iteration 9Q: 3 clusters Score -2026734 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2026882.875000 Penalty: 2914.680176
	Iteration 10Q: 3 clusters Score -2026883 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2027044.625000 Penalty: 2914.680176
	Iteration 11Q: 3 clusters Score -2027045 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2027256.000000 Penalty: 2914.680176
	Iteration 12Q: 3 clusters Score -2027256 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2027533.250000 Penalty: 2914.680176
	Iteration 13Q: 3 clusters Score -2027533 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2027905.500000 Penalty: 2914.680176
	Iteration 14Q: 3 clusters Score -2027906 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2028398.375000 Penalty: 2914.680176
	Iteration 15Q: 3 clusters Score -2028398 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2028999.375000 Penalty: 2914.680176
	Iteration 16Q: 3 clusters Score -2028999 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2029610.875000 Penalty: 2914.680176
	Iteration 17Q: 3 clusters Score -2029611 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2030301.000000 Penalty: 2914.680176
	Iteration 18Q: 3 clusters Score -2030301 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2031255.000000 Penalty: 2914.680176
	Iteration 19Q: 3 clusters Score -2031255 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2032626.125000 Penalty: 2914.680176
	Iteration 20F: 3 clusters Score -2032626 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2033282.750000 Penalty: 2914.680176
	Iteration 21Q: 3 clusters Score -2033283 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2033834.000000 Penalty: 2914.680176
	Iteration 22Q: 3 clusters Score -2033834 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2034397.625000 Penalty: 2914.680176
	Iteration 23Q: 3 clusters Score -2034398 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2035035.375000 Penalty: 2914.680176
	Iteration 24Q: 3 clusters Score -2035035 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2035824.250000 Penalty: 2914.680176
	Iteration 25Q: 3 clusters Score -2035824 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2036909.500000 Penalty: 2914.680176
	Iteration 26Q: 3 clusters Score -2036910 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2038410.125000 Penalty: 2914.680176
	Iteration 27F: 3 clusters Score -2038410 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2040835.125000 Penalty: 2914.680176
	Iteration 28F: 3 clusters Score -2040835 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2044314.000000 Penalty: 2914.680176
	Iteration 29Q: 3 clusters Score -2044314 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2046014.250000 Penalty: 2914.680176
	Iteration 30Q: 3 clusters Score -2046014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2046172.750000 Penalty: 2914.680176
	Iteration 31Q: 3 clusters Score -2046173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2046171.000000 Penalty: 2914.680176
	Iteration 32Q: 3 clusters Score -2046171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2046171.000000 Penalty: 2914.680176
	Iteration 33F: 3 clusters Score -2046171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 33647 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 25096 members 
Mstep: Class 12 contains 9295 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 26779 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 46943 members 
Mstep: Class 18 contains 90070 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 26150 members 
Mstep: Class 21 contains 98282 members 
Mstep: Class 22 contains 39402 members 
Mstep: Class 23 contains 1167 members 
Mstep: Class 24 contains 8630 members 
Entering Unmasked Estep 
Score: -78620792.000000 Penalty: 48238.179688
Splitting cluster 12 changes total score from -78539952.000000 to -78620792.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (87599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Entering Unmasked Estep 
Score: -9527329.000000 Penalty: 1693.422119
	Iteration 0F: 2 clusters Score -9527329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -9470091.000000 Penalty: 3386.844238
	Iteration 0F: 3 clusters Score -9470091 nChanged 41252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -9493525.000000 Penalty: 3386.844238
	Iteration 1F: 3 clusters Score -9493525 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -9494374.000000 Penalty: 3386.844238
	Iteration 2Q: 3 clusters Score -9494374 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -9495388.000000 Penalty: 3386.844238
	Iteration 3Q: 3 clusters Score -9495388 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -9496945.000000 Penalty: 3386.844238
	Iteration 4Q: 3 clusters Score -9496945 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -9498886.000000 Penalty: 3386.844238
	Iteration 5F: 3 clusters Score -9498886 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -9501349.000000 Penalty: 3386.844238
	Iteration 6F: 3 clusters Score -9501349 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -9503853.000000 Penalty: 3386.844238
	Iteration 7F: 3 clusters Score -9503853 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -9506148.000000 Penalty: 3386.844238
	Iteration 8F: 3 clusters Score -9506148 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -9508246.000000 Penalty: 3386.844238
	Iteration 9Q: 3 clusters Score -9508246 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -9510043.000000 Penalty: 3386.844238
	Iteration 10Q: 3 clusters Score -9510043 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -9512242.000000 Penalty: 3386.844238
	Iteration 11Q: 3 clusters Score -9512242 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -9515545.000000 Penalty: 3386.844238
	Iteration 12Q: 3 clusters Score -9515545 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -9518993.000000 Penalty: 3386.844238
	Iteration 13Q: 3 clusters Score -9518993 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -9520178.000000 Penalty: 3386.844238
	Iteration 14Q: 3 clusters Score -9520178 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -9520794.000000 Penalty: 3386.844238
	Iteration 15Q: 3 clusters Score -9520794 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -9521403.000000 Penalty: 3386.844238
	Iteration 16Q: 3 clusters Score -9521403 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -9521994.000000 Penalty: 3386.844238
	Iteration 17Q: 3 clusters Score -9521994 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9522268.000000 Penalty: 3386.844238
	Iteration 18Q: 3 clusters Score -9522268 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -9522307.000000 Penalty: 3386.844238
	Iteration 19Q: 3 clusters Score -9522307 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -9522371.000000 Penalty: 3386.844238
	Iteration 20F: 3 clusters Score -9522371 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -9522385.000000 Penalty: 3386.844238
	Iteration 21Q: 3 clusters Score -9522385 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -9522414.000000 Penalty: 3386.844238
	Iteration 22Q: 3 clusters Score -9522414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -9522438.000000 Penalty: 3386.844238
	Iteration 23Q: 3 clusters Score -9522438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -9522439.000000 Penalty: 3386.844238
	Iteration 24Q: 3 clusters Score -9522439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -9522438.000000 Penalty: 3386.844238
	Iteration 25Q: 3 clusters Score -9522438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -9522433.000000 Penalty: 3386.844238
	Iteration 26Q: 3 clusters Score -9522433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -9522437.000000 Penalty: 3386.844238
	Iteration 27Q: 3 clusters Score -9522437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -9522425.000000 Penalty: 3386.844238
	Iteration 28Q: 3 clusters Score -9522425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -9522437.000000 Penalty: 3386.844238
	Iteration 29Q: 3 clusters Score -9522437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -9522429.000000 Penalty: 3386.844238
	Iteration 30Q: 3 clusters Score -9522429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -9522429.000000 Penalty: 3386.844238
	Iteration 31F: 3 clusters Score -9522429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Entering Unmasked Estep 
Score: -4448196.500000 Penalty: 1577.931763
	Iteration 0F: 2 clusters Score -4448196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4421922.500000 Penalty: 3155.863525
	Iteration 0F: 3 clusters Score -4421922 nChanged 18369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -4431858.500000 Penalty: 3155.863525
	Iteration 1F: 3 clusters Score -4431858 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4432281.000000 Penalty: 3155.863525
	Iteration 2Q: 3 clusters Score -4432281 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4432665.000000 Penalty: 3155.863525
	Iteration 3Q: 3 clusters Score -4432665 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4433019.000000 Penalty: 3155.863525
	Iteration 4Q: 3 clusters Score -4433019 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4433409.500000 Penalty: 3155.863525
	Iteration 5Q: 3 clusters Score -4433410 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4433895.500000 Penalty: 3155.863525
	Iteration 6Q: 3 clusters Score -4433896 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -4434421.500000 Penalty: 3155.863525
	Iteration 7Q: 3 clusters Score -4434422 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4434978.000000 Penalty: 3155.863525
	Iteration 8Q: 3 clusters Score -4434978 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -4435658.500000 Penalty: 3155.863525
	Iteration 9Q: 3 clusters Score -4435658 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -4436559.500000 Penalty: 3155.863525
	Iteration 10Q: 3 clusters Score -4436560 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -4437764.000000 Penalty: 3155.863525
	Iteration 11Q: 3 clusters Score -4437764 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -4439277.500000 Penalty: 3155.863525
	Iteration 12F: 3 clusters Score -4439278 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4441056.500000 Penalty: 3155.863525
	Iteration 13F: 3 clusters Score -4441056 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4442911.000000 Penalty: 3155.863525
	Iteration 14F: 3 clusters Score -4442911 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4444469.000000 Penalty: 3155.863525
	Iteration 15Q: 3 clusters Score -4444469 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -4445517.000000 Penalty: 3155.863525
	Iteration 16Q: 3 clusters Score -4445517 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4446146.500000 Penalty: 3155.863525
	Iteration 17Q: 3 clusters Score -4446146 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -4446532.500000 Penalty: 3155.863525
	Iteration 18Q: 3 clusters Score -4446532 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4446765.000000 Penalty: 3155.863525
	Iteration 19Q: 3 clusters Score -4446765 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -4446921.500000 Penalty: 3155.863525
	Iteration 20F: 3 clusters Score -4446922 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -4447032.000000 Penalty: 3155.863525
	Iteration 21Q: 3 clusters Score -4447032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -4447103.500000 Penalty: 3155.863525
	Iteration 22Q: 3 clusters Score -4447104 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -4447153.500000 Penalty: 3155.863525
	Iteration 23Q: 3 clusters Score -4447154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -4447184.000000 Penalty: 3155.863525
	Iteration 24Q: 3 clusters Score -4447184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -4447204.000000 Penalty: 3155.863525
	Iteration 25Q: 3 clusters Score -4447204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -4447219.500000 Penalty: 3155.863525
	Iteration 26Q: 3 clusters Score -4447220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -4447231.000000 Penalty: 3155.863525
	Iteration 27Q: 3 clusters Score -4447231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -4447239.500000 Penalty: 3155.863525
	Iteration 28Q: 3 clusters Score -4447240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -4447248.500000 Penalty: 3155.863525
	Iteration 29Q: 3 clusters Score -4447248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -4447247.500000 Penalty: 3155.863525
	Iteration 30Q: 3 clusters Score -4447248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -4447251.000000 Penalty: 3155.863525
	Iteration 31Q: 3 clusters Score -4447251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -4447253.500000 Penalty: 3155.863525
	Iteration 32Q: 3 clusters Score -4447254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4447254.500000 Penalty: 3155.863525
	Iteration 33Q: 3 clusters Score -4447254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -4447252.000000 Penalty: 3155.863525
	Iteration 34Q: 3 clusters Score -4447252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -4447259.500000 Penalty: 3155.863525
	Iteration 35Q: 3 clusters Score -4447260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -4447266.000000 Penalty: 3155.863525
	Iteration 36Q: 3 clusters Score -4447266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -4447273.000000 Penalty: 3155.863525
	Iteration 37Q: 3 clusters Score -4447273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -4447269.500000 Penalty: 3155.863525
	Iteration 38Q: 3 clusters Score -4447270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -4447271.000000 Penalty: 3155.863525
	Iteration 39Q: 3 clusters Score -4447271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -4447274.000000 Penalty: 3155.863525
	Iteration 40F: 3 clusters Score -4447274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -4447274.000000 Penalty: 3155.863525
	Iteration 41Q: 3 clusters Score -4447274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -4447274.000000 Penalty: 3155.863525
	Iteration 42Q: 3 clusters Score -4447274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -4447274.000000 Penalty: 3155.863525
	Iteration 43F: 3 clusters Score -4447274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Entering Unmasked Estep 
Score: -2706104.000000 Penalty: 1517.071655
	Iteration 0F: 2 clusters Score -2706104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2688756.000000 Penalty: 3034.143311
	Iteration 0F: 3 clusters Score -2688756 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2695363.750000 Penalty: 3034.143311
	Iteration 1F: 3 clusters Score -2695364 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2695921.250000 Penalty: 3034.143311
	Iteration 2F: 3 clusters Score -2695921 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2696412.500000 Penalty: 3034.143311
	Iteration 3Q: 3 clusters Score -2696412 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2696905.500000 Penalty: 3034.143311
	Iteration 4Q: 3 clusters Score -2696906 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2697435.750000 Penalty: 3034.143311
	Iteration 5Q: 3 clusters Score -2697436 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2698094.250000 Penalty: 3034.143311
	Iteration 6Q: 3 clusters Score -2698094 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2698779.500000 Penalty: 3034.143311
	Iteration 7Q: 3 clusters Score -2698780 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2699624.500000 Penalty: 3034.143311
	Iteration 8Q: 3 clusters Score -2699624 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2700687.250000 Penalty: 3034.143311
	Iteration 9F: 3 clusters Score -2700687 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2702022.500000 Penalty: 3034.143311
	Iteration 10F: 3 clusters Score -2702022 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2703599.000000 Penalty: 3034.143311
	Iteration 11F: 3 clusters Score -2703599 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -2705274.250000 Penalty: 3034.143311
	Iteration 12F: 3 clusters Score -2705274 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2706627.500000 Penalty: 3034.143311
	Iteration 13Q: 3 clusters Score -2706628 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2707515.000000 Penalty: 3034.143311
	Iteration 14Q: 3 clusters Score -2707515 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -2707965.250000 Penalty: 3034.143311
	Iteration 15Q: 3 clusters Score -2707965 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2708195.500000 Penalty: 3034.143311
	Iteration 16Q: 3 clusters Score -2708196 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -2708293.500000 Penalty: 3034.143311
	Iteration 17Q: 3 clusters Score -2708294 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -2708356.500000 Penalty: 3034.143311
	Iteration 18Q: 3 clusters Score -2708356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2708377.500000 Penalty: 3034.143311
	Iteration 19Q: 3 clusters Score -2708378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -2708391.250000 Penalty: 3034.143311
	Iteration 20F: 3 clusters Score -2708391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -2708400.000000 Penalty: 3034.143311
	Iteration 21Q: 3 clusters Score -2708400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -2708407.750000 Penalty: 3034.143311
	Iteration 22Q: 3 clusters Score -2708408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2708407.500000 Penalty: 3034.143311
	Iteration 23Q: 3 clusters Score -2708408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -2708405.500000 Penalty: 3034.143311
	Iteration 24Q: 3 clusters Score -2708406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -2708408.000000 Penalty: 3034.143311
	Iteration 25Q: 3 clusters Score -2708408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2708407.000000 Penalty: 3034.143311
	Iteration 26Q: 3 clusters Score -2708407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -2708406.250000 Penalty: 3034.143311
	Iteration 27Q: 3 clusters Score -2708406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -2708406.250000 Penalty: 3034.143311
	Iteration 28F: 3 clusters Score -2708406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 33647 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 25096 members 
Mstep: Class 12 contains 9295 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 46943 members 
Mstep: Class 18 contains 90070 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 26150 members 
Mstep: Class 21 contains 98282 members 
Mstep: Class 22 contains 39402 members 
Mstep: Class 23 contains 1167 members 
Mstep: Class 24 contains 8630 members 
Mstep: Class 25 contains 25344 members 
Entering Unmasked Estep 
Score: -78622568.000000 Penalty: 50248.105469
Splitting cluster 15 changes total score from -78539952.000000 to -78622568.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -135904.046875 Penalty: 1057.584961
	Iteration 0F: 2 clusters Score -135904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134518.734375 Penalty: 2115.169922
	Iteration 0F: 3 clusters Score -134518.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134788.218750 Penalty: 2115.169922
	Iteration 1F: 3 clusters Score -134788.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -134859.453125 Penalty: 2115.169922
	Iteration 2F: 3 clusters Score -134859.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134896.609375 Penalty: 2115.169922
	Iteration 3Q: 3 clusters Score -134896.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -134922.671875 Penalty: 2115.169922
	Iteration 4Q: 3 clusters Score -134922.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134945.546875 Penalty: 2115.169922
	Iteration 5Q: 3 clusters Score -134945.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134961.671875 Penalty: 2115.169922
	Iteration 6Q: 3 clusters Score -134961.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134972.234375 Penalty: 2115.169922
	Iteration 7Q: 3 clusters Score -134972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134975.593750 Penalty: 2115.169922
	Iteration 8Q: 3 clusters Score -134975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134975.796875 Penalty: 2115.169922
	Iteration 9Q: 3 clusters Score -134975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134975.796875 Penalty: 2115.169922
	Iteration 10F: 3 clusters Score -134975.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Entering Unmasked Estep 
Score: -5329431.500000 Penalty: 1600.595337
	Iteration 0F: 2 clusters Score -5329432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -5298712.500000 Penalty: 3201.190674
	Iteration 0F: 3 clusters Score -5298712 nChanged 21654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -5310874.500000 Penalty: 3201.190674
	Iteration 1F: 3 clusters Score -5310874 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5311839.000000 Penalty: 3201.190674
	Iteration 2Q: 3 clusters Score -5311839 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -5313212.000000 Penalty: 3201.190674
	Iteration 3F: 3 clusters Score -5313212 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -5314897.500000 Penalty: 3201.190674
	Iteration 4F: 3 clusters Score -5314898 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5316937.000000 Penalty: 3201.190674
	Iteration 5F: 3 clusters Score -5316937 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -5319324.000000 Penalty: 3201.190674
	Iteration 6F: 3 clusters Score -5319324 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -5321744.000000 Penalty: 3201.190674
	Iteration 7F: 3 clusters Score -5321744 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -5323805.000000 Penalty: 3201.190674
	Iteration 8F: 3 clusters Score -5323805 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -5325340.000000 Penalty: 3201.190674
	Iteration 9Q: 3 clusters Score -5325340 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5326671.000000 Penalty: 3201.190674
	Iteration 10Q: 3 clusters Score -5326671 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5328087.000000 Penalty: 3201.190674
	Iteration 11Q: 3 clusters Score -5328087 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5330917.500000 Penalty: 3201.190674
	Iteration 12Q: 3 clusters Score -5330918 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5332027.000000 Penalty: 3201.190674
	Iteration 13Q: 3 clusters Score -5332027 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -5332104.000000 Penalty: 3201.190674
	Iteration 14Q: 3 clusters Score -5332104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5332136.000000 Penalty: 3201.190674
	Iteration 15Q: 3 clusters Score -5332136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5332153.500000 Penalty: 3201.190674
	Iteration 16Q: 3 clusters Score -5332154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5332165.000000 Penalty: 3201.190674
	Iteration 17Q: 3 clusters Score -5332165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5332177.500000 Penalty: 3201.190674
	Iteration 18Q: 3 clusters Score -5332178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5332188.000000 Penalty: 3201.190674
	Iteration 19Q: 3 clusters Score -5332188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5332182.500000 Penalty: 3201.190674
	Iteration 20F: 3 clusters Score -5332182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5332178.500000 Penalty: 3201.190674
	Iteration 21Q: 3 clusters Score -5332178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5332178.500000 Penalty: 3201.190674
	Iteration 22F: 3 clusters Score -5332178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 33647 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 25096 members 
Mstep: Class 12 contains 9295 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 43976 members 
Mstep: Class 18 contains 90070 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 26150 members 
Mstep: Class 21 contains 98282 members 
Mstep: Class 22 contains 39402 members 
Mstep: Class 23 contains 1167 members 
Mstep: Class 24 contains 8630 members 
Mstep: Class 25 contains 25344 members 
Mstep: Class 26 contains 2967 members 
Entering Unmasked Estep 
Score: -78624600.000000 Penalty: 52258.027344
Splitting cluster 17 changes total score from -78539952.000000 to -78624600.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (90070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Entering Unmasked Estep 
Score: -9781629.000000 Penalty: 1697.561401
	Iteration 0F: 2 clusters Score -9781629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -9722664.000000 Penalty: 3395.122803
	Iteration 0F: 3 clusters Score -9722664 nChanged 42519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -9747579.000000 Penalty: 3395.122803
	Iteration 1F: 3 clusters Score -9747579 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -9749107.000000 Penalty: 3395.122803
	Iteration 2Q: 3 clusters Score -9749107 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -9751172.000000 Penalty: 3395.122803
	Iteration 3Q: 3 clusters Score -9751172 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -9754238.000000 Penalty: 3395.122803
	Iteration 4F: 3 clusters Score -9754238 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -9758682.000000 Penalty: 3395.122803
	Iteration 5F: 3 clusters Score -9758682 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -9765038.000000 Penalty: 3395.122803
	Iteration 6F: 3 clusters Score -9765038 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -9772880.000000 Penalty: 3395.122803
	Iteration 7F: 3 clusters Score -9772880 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -9779465.000000 Penalty: 3395.122803
	Iteration 8F: 3 clusters Score -9779465 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -9782462.000000 Penalty: 3395.122803
	Iteration 9Q: 3 clusters Score -9782462 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -9783542.000000 Penalty: 3395.122803
	Iteration 10Q: 3 clusters Score -9783542 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -9783938.000000 Penalty: 3395.122803
	Iteration 11Q: 3 clusters Score -9783938 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78349 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -9784131.000000 Penalty: 3395.122803
	Iteration 12Q: 3 clusters Score -9784131 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -9784322.000000 Penalty: 3395.122803
	Iteration 13Q: 3 clusters Score -9784322 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -9784496.000000 Penalty: 3395.122803
	Iteration 14Q: 3 clusters Score -9784496 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77919 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -9784642.000000 Penalty: 3395.122803
	Iteration 15Q: 3 clusters Score -9784642 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77725 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -9784725.000000 Penalty: 3395.122803
	Iteration 16Q: 3 clusters Score -9784725 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -9784835.000000 Penalty: 3395.122803
	Iteration 17Q: 3 clusters Score -9784835 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -9784969.000000 Penalty: 3395.122803
	Iteration 18Q: 3 clusters Score -9784969 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -9785090.000000 Penalty: 3395.122803
	Iteration 19Q: 3 clusters Score -9785090 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -9785197.000000 Penalty: 3395.122803
	Iteration 20F: 3 clusters Score -9785197 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -9785386.000000 Penalty: 3395.122803
	Iteration 21Q: 3 clusters Score -9785386 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -9785520.000000 Penalty: 3395.122803
	Iteration 22Q: 3 clusters Score -9785520 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -9785667.000000 Penalty: 3395.122803
	Iteration 23Q: 3 clusters Score -9785667 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -9785879.000000 Penalty: 3395.122803
	Iteration 24Q: 3 clusters Score -9785879 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -9786053.000000 Penalty: 3395.122803
	Iteration 25Q: 3 clusters Score -9786053 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -9786205.000000 Penalty: 3395.122803
	Iteration 26Q: 3 clusters Score -9786205 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -9786302.000000 Penalty: 3395.122803
	Iteration 27Q: 3 clusters Score -9786302 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -9786466.000000 Penalty: 3395.122803
	Iteration 28Q: 3 clusters Score -9786466 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -9786612.000000 Penalty: 3395.122803
	Iteration 29Q: 3 clusters Score -9786612 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -9786714.000000 Penalty: 3395.122803
	Iteration 30Q: 3 clusters Score -9786714 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -9786793.000000 Penalty: 3395.122803
	Iteration 31Q: 3 clusters Score -9786793 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -9786921.000000 Penalty: 3395.122803
	Iteration 32Q: 3 clusters Score -9786921 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -9786994.000000 Penalty: 3395.122803
	Iteration 33Q: 3 clusters Score -9786994 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -9787063.000000 Penalty: 3395.122803
	Iteration 34Q: 3 clusters Score -9787063 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -9787133.000000 Penalty: 3395.122803
	Iteration 35Q: 3 clusters Score -9787133 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -9787209.000000 Penalty: 3395.122803
	Iteration 36Q: 3 clusters Score -9787209 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -9787242.000000 Penalty: 3395.122803
	Iteration 37Q: 3 clusters Score -9787242 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -9787266.000000 Penalty: 3395.122803
	Iteration 38Q: 3 clusters Score -9787266 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -9787330.000000 Penalty: 3395.122803
	Iteration 39Q: 3 clusters Score -9787330 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -9787383.000000 Penalty: 3395.122803
	Iteration 40F: 3 clusters Score -9787383 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -9787442.000000 Penalty: 3395.122803
	Iteration 41Q: 3 clusters Score -9787442 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -9787500.000000 Penalty: 3395.122803
	Iteration 42Q: 3 clusters Score -9787500 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -9787549.000000 Penalty: 3395.122803
	Iteration 43Q: 3 clusters Score -9787549 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -9787608.000000 Penalty: 3395.122803
	Iteration 44Q: 3 clusters Score -9787608 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -9787645.000000 Penalty: 3395.122803
	Iteration 45Q: 3 clusters Score -9787645 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -9787678.000000 Penalty: 3395.122803
	Iteration 46Q: 3 clusters Score -9787678 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -9787698.000000 Penalty: 3395.122803
	Iteration 47Q: 3 clusters Score -9787698 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -9787748.000000 Penalty: 3395.122803
	Iteration 48Q: 3 clusters Score -9787748 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -9787779.000000 Penalty: 3395.122803
	Iteration 49Q: 3 clusters Score -9787779 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -9787803.000000 Penalty: 3395.122803
	Iteration 50Q: 3 clusters Score -9787803 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -9787810.000000 Penalty: 3395.122803
	Iteration 51Q: 3 clusters Score -9787810 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -9787841.000000 Penalty: 3395.122803
	Iteration 52Q: 3 clusters Score -9787841 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -9787862.000000 Penalty: 3395.122803
	Iteration 53Q: 3 clusters Score -9787862 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -9787869.000000 Penalty: 3395.122803
	Iteration 54Q: 3 clusters Score -9787869 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -9787892.000000 Penalty: 3395.122803
	Iteration 55Q: 3 clusters Score -9787892 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -9787870.000000 Penalty: 3395.122803
	Iteration 56Q: 3 clusters Score -9787870 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -9787884.000000 Penalty: 3395.122803
	Iteration 57Q: 3 clusters Score -9787884 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -9787892.000000 Penalty: 3395.122803
	Iteration 58Q: 3 clusters Score -9787892 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -9787900.000000 Penalty: 3395.122803
	Iteration 59Q: 3 clusters Score -9787900 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -9787894.000000 Penalty: 3395.122803
	Iteration 60F: 3 clusters Score -9787894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -9787909.000000 Penalty: 3395.122803
	Iteration 61Q: 3 clusters Score -9787909 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -9787918.000000 Penalty: 3395.122803
	Iteration 62Q: 3 clusters Score -9787918 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -9787919.000000 Penalty: 3395.122803
	Iteration 63Q: 3 clusters Score -9787919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -9787939.000000 Penalty: 3395.122803
	Iteration 64Q: 3 clusters Score -9787939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -9787937.000000 Penalty: 3395.122803
	Iteration 65Q: 3 clusters Score -9787937 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -9787936.000000 Penalty: 3395.122803
	Iteration 66Q: 3 clusters Score -9787936 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -9787934.000000 Penalty: 3395.122803
	Iteration 67Q: 3 clusters Score -9787934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -9787951.000000 Penalty: 3395.122803
	Iteration 68Q: 3 clusters Score -9787951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -9787953.000000 Penalty: 3395.122803
	Iteration 69Q: 3 clusters Score -9787953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -9787951.000000 Penalty: 3395.122803
	Iteration 70Q: 3 clusters Score -9787951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -9787949.000000 Penalty: 3395.122803
	Iteration 71Q: 3 clusters Score -9787949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -9787947.000000 Penalty: 3395.122803
	Iteration 72Q: 3 clusters Score -9787947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62945 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -9787938.000000 Penalty: 3395.122803
	Iteration 73Q: 3 clusters Score -9787938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -9787923.000000 Penalty: 3395.122803
	Iteration 74Q: 3 clusters Score -9787923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -9787926.000000 Penalty: 3395.122803
	Iteration 75Q: 3 clusters Score -9787926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -9787944.000000 Penalty: 3395.122803
	Iteration 76Q: 3 clusters Score -9787944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -9787940.000000 Penalty: 3395.122803
	Iteration 77Q: 3 clusters Score -9787940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -9787940.000000 Penalty: 3395.122803
	Iteration 78Q: 3 clusters Score -9787940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -9787930.000000 Penalty: 3395.122803
	Iteration 79Q: 3 clusters Score -9787930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -9787940.000000 Penalty: 3395.122803
	Iteration 80F: 3 clusters Score -9787940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -9787938.000000 Penalty: 3395.122803
	Iteration 81Q: 3 clusters Score -9787938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -9787935.000000 Penalty: 3395.122803
	Iteration 82Q: 3 clusters Score -9787935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -9787933.000000 Penalty: 3395.122803
	Iteration 83Q: 3 clusters Score -9787933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -9787935.000000 Penalty: 3395.122803
	Iteration 84Q: 3 clusters Score -9787935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -9787939.000000 Penalty: 3395.122803
	Iteration 85Q: 3 clusters Score -9787939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -9787930.000000 Penalty: 3395.122803
	Iteration 86Q: 3 clusters Score -9787930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -9787918.000000 Penalty: 3395.122803
	Iteration 87Q: 3 clusters Score -9787918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -9787920.000000 Penalty: 3395.122803
	Iteration 88Q: 3 clusters Score -9787920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -9787924.000000 Penalty: 3395.122803
	Iteration 89Q: 3 clusters Score -9787924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -9787917.000000 Penalty: 3395.122803
	Iteration 90Q: 3 clusters Score -9787917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -9787943.000000 Penalty: 3395.122803
	Iteration 91Q: 3 clusters Score -9787943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -9787948.000000 Penalty: 3395.122803
	Iteration 92Q: 3 clusters Score -9787948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -9787941.000000 Penalty: 3395.122803
	Iteration 93Q: 3 clusters Score -9787941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -9787948.000000 Penalty: 3395.122803
	Iteration 94Q: 3 clusters Score -9787948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -9787945.000000 Penalty: 3395.122803
	Iteration 95Q: 3 clusters Score -9787945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -9787942.000000 Penalty: 3395.122803
	Iteration 96Q: 3 clusters Score -9787942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -9787951.000000 Penalty: 3395.122803
	Iteration 97Q: 3 clusters Score -9787951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62462 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -9787953.000000 Penalty: 3395.122803
	Iteration 98Q: 3 clusters Score -9787953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62462 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -9787953.000000 Penalty: 3395.122803
	Iteration 99F: 3 clusters Score -9787953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 33647 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 25096 members 
Mstep: Class 12 contains 9295 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 43976 members 
Mstep: Class 18 contains 62462 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 26150 members 
Mstep: Class 21 contains 98282 members 
Mstep: Class 22 contains 39402 members 
Mstep: Class 23 contains 1167 members 
Mstep: Class 24 contains 8630 members 
Mstep: Class 25 contains 25344 members 
Mstep: Class 26 contains 2967 members 
Mstep: Class 27 contains 27608 members 
Entering Unmasked Estep 
Score: -78630840.000000 Penalty: 54267.949219
Splitting cluster 18 changes total score from -78539952.000000 to -78630840.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (2998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Entering Unmasked Estep 
Score: -313836.031250 Penalty: 1191.248291
	Iteration 0F: 2 clusters Score -313836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -311379.468750 Penalty: 2382.496582
	Iteration 0F: 3 clusters Score -311379.5 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -312012.031250 Penalty: 2382.496582
	Iteration 1F: 3 clusters Score -312012 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -312141.750000 Penalty: 2382.496582
	Iteration 2F: 3 clusters Score -312141.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -312215.531250 Penalty: 2382.496582
	Iteration 3Q: 3 clusters Score -312215.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -312267.531250 Penalty: 2382.496582
	Iteration 4Q: 3 clusters Score -312267.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -312302.125000 Penalty: 2382.496582
	Iteration 5Q: 3 clusters Score -312302.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -312332.031250 Penalty: 2382.496582
	Iteration 6Q: 3 clusters Score -312332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -312351.062500 Penalty: 2382.496582
	Iteration 7Q: 3 clusters Score -312351.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -312365.468750 Penalty: 2382.496582
	Iteration 8Q: 3 clusters Score -312365.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -312378.968750 Penalty: 2382.496582
	Iteration 9Q: 3 clusters Score -312379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -312390.500000 Penalty: 2382.496582
	Iteration 10Q: 3 clusters Score -312390.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -312401.156250 Penalty: 2382.496582
	Iteration 11Q: 3 clusters Score -312401.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -312409.875000 Penalty: 2382.496582
	Iteration 12Q: 3 clusters Score -312409.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -312420.812500 Penalty: 2382.496582
	Iteration 13Q: 3 clusters Score -312420.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -312429.500000 Penalty: 2382.496582
	Iteration 14Q: 3 clusters Score -312429.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -312436.437500 Penalty: 2382.496582
	Iteration 15Q: 3 clusters Score -312436.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -312443.656250 Penalty: 2382.496582
	Iteration 16Q: 3 clusters Score -312443.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -312452.562500 Penalty: 2382.496582
	Iteration 17Q: 3 clusters Score -312452.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -312461.625000 Penalty: 2382.496582
	Iteration 18Q: 3 clusters Score -312461.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -312470.093750 Penalty: 2382.496582
	Iteration 19Q: 3 clusters Score -312470.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -312481.468750 Penalty: 2382.496582
	Iteration 20F: 3 clusters Score -312481.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -312488.906250 Penalty: 2382.496582
	Iteration 21Q: 3 clusters Score -312488.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -312499.375000 Penalty: 2382.496582
	Iteration 22Q: 3 clusters Score -312499.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -312512.187500 Penalty: 2382.496582
	Iteration 23Q: 3 clusters Score -312512.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -312522.750000 Penalty: 2382.496582
	Iteration 24Q: 3 clusters Score -312522.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -312530.187500 Penalty: 2382.496582
	Iteration 25Q: 3 clusters Score -312530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -312533.500000 Penalty: 2382.496582
	Iteration 26Q: 3 clusters Score -312533.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -312541.625000 Penalty: 2382.496582
	Iteration 27Q: 3 clusters Score -312541.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -312551.281250 Penalty: 2382.496582
	Iteration 28Q: 3 clusters Score -312551.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -312562.531250 Penalty: 2382.496582
	Iteration 29Q: 3 clusters Score -312562.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -312571.031250 Penalty: 2382.496582
	Iteration 30Q: 3 clusters Score -312571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -312574.906250 Penalty: 2382.496582
	Iteration 31Q: 3 clusters Score -312574.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -312583.718750 Penalty: 2382.496582
	Iteration 32Q: 3 clusters Score -312583.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -312593.187500 Penalty: 2382.496582
	Iteration 33Q: 3 clusters Score -312593.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -312599.468750 Penalty: 2382.496582
	Iteration 34Q: 3 clusters Score -312599.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -312605.062500 Penalty: 2382.496582
	Iteration 35Q: 3 clusters Score -312605.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -312608.718750 Penalty: 2382.496582
	Iteration 36Q: 3 clusters Score -312608.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -312613.218750 Penalty: 2382.496582
	Iteration 37Q: 3 clusters Score -312613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -312620.187500 Penalty: 2382.496582
	Iteration 38Q: 3 clusters Score -312620.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -312626.906250 Penalty: 2382.496582
	Iteration 39Q: 3 clusters Score -312626.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -312633.718750 Penalty: 2382.496582
	Iteration 40F: 3 clusters Score -312633.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -312648.375000 Penalty: 2382.496582
	Iteration 41Q: 3 clusters Score -312648.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -312673.500000 Penalty: 2382.496582
	Iteration 42Q: 3 clusters Score -312673.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -312693.625000 Penalty: 2382.496582
	Iteration 43Q: 3 clusters Score -312693.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -312722.218750 Penalty: 2382.496582
	Iteration 44Q: 3 clusters Score -312722.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -312741.562500 Penalty: 2382.496582
	Iteration 45Q: 3 clusters Score -312741.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -312768.312500 Penalty: 2382.496582
	Iteration 46Q: 3 clusters Score -312768.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -312804.843750 Penalty: 2382.496582
	Iteration 47Q: 3 clusters Score -312804.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -312838.906250 Penalty: 2382.496582
	Iteration 48Q: 3 clusters Score -312838.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -312891.843750 Penalty: 2382.496582
	Iteration 49Q: 3 clusters Score -312891.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -312942.250000 Penalty: 2382.496582
	Iteration 50Q: 3 clusters Score -312942.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -312984.437500 Penalty: 2382.496582
	Iteration 51Q: 3 clusters Score -312984.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -313024.218750 Penalty: 2382.496582
	Iteration 52Q: 3 clusters Score -313024.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -313060.312500 Penalty: 2382.496582
	Iteration 53Q: 3 clusters Score -313060.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -313096.718750 Penalty: 2382.496582
	Iteration 54Q: 3 clusters Score -313096.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -313132.031250 Penalty: 2382.496582
	Iteration 55Q: 3 clusters Score -313132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -313166.312500 Penalty: 2382.496582
	Iteration 56Q: 3 clusters Score -313166.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -313191.656250 Penalty: 2382.496582
	Iteration 57Q: 3 clusters Score -313191.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -313218.093750 Penalty: 2382.496582
	Iteration 58Q: 3 clusters Score -313218.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -313238.500000 Penalty: 2382.496582
	Iteration 59Q: 3 clusters Score -313238.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -313263.156250 Penalty: 2382.496582
	Iteration 60F: 3 clusters Score -313263.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -313290.843750 Penalty: 2382.496582
	Iteration 61Q: 3 clusters Score -313290.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -313304.062500 Penalty: 2382.496582
	Iteration 62Q: 3 clusters Score -313304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -313309.812500 Penalty: 2382.496582
	Iteration 63Q: 3 clusters Score -313309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -313314.312500 Penalty: 2382.496582
	Iteration 64Q: 3 clusters Score -313314.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -313314.312500 Penalty: 2382.496582
	Iteration 65F: 3 clusters Score -313314.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Entering Unmasked Estep 
Score: -2907999.250000 Penalty: 1513.534790
	Iteration 0F: 2 clusters Score -2907999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2890913.750000 Penalty: 3027.069580
	Iteration 0F: 3 clusters Score -2890914 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2898069.000000 Penalty: 3027.069580
	Iteration 1F: 3 clusters Score -2898069 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2901471.750000 Penalty: 3027.069580
	Iteration 2F: 3 clusters Score -2901472 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2905360.500000 Penalty: 3027.069580
	Iteration 3F: 3 clusters Score -2905360 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2908279.750000 Penalty: 3027.069580
	Iteration 4F: 3 clusters Score -2908280 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2910260.500000 Penalty: 3027.069580
	Iteration 5F: 3 clusters Score -2910260 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2911441.750000 Penalty: 3027.069580
	Iteration 6F: 3 clusters Score -2911442 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2912179.500000 Penalty: 3027.069580
	Iteration 7Q: 3 clusters Score -2912180 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2912607.250000 Penalty: 3027.069580
	Iteration 8Q: 3 clusters Score -2912607 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2912850.000000 Penalty: 3027.069580
	Iteration 9Q: 3 clusters Score -2912850 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2913043.750000 Penalty: 3027.069580
	Iteration 10Q: 3 clusters Score -2913044 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2913180.500000 Penalty: 3027.069580
	Iteration 11Q: 3 clusters Score -2913180 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2913292.000000 Penalty: 3027.069580
	Iteration 12Q: 3 clusters Score -2913292 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -2913417.000000 Penalty: 3027.069580
	Iteration 13Q: 3 clusters Score -2913417 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2913716.500000 Penalty: 3027.069580
	Iteration 14Q: 3 clusters Score -2913716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2914330.000000 Penalty: 3027.069580
	Iteration 15Q: 3 clusters Score -2914330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2914880.000000 Penalty: 3027.069580
	Iteration 16Q: 3 clusters Score -2914880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2914974.000000 Penalty: 3027.069580
	Iteration 17Q: 3 clusters Score -2914974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -2914996.000000 Penalty: 3027.069580
	Iteration 18Q: 3 clusters Score -2914996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2914995.750000 Penalty: 3027.069580
	Iteration 19Q: 3 clusters Score -2914996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2915001.250000 Penalty: 3027.069580
	Iteration 20F: 3 clusters Score -2915001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 33647 members 
Mstep: Class 6 contains 14439 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 11 contains 25096 members 
Mstep: Class 12 contains 9295 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 43976 members 
Mstep: Class 18 contains 62462 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 98282 members 
Mstep: Class 22 contains 39402 members 
Mstep: Class 23 contains 1167 members 
Mstep: Class 24 contains 8630 members 
Mstep: Class 25 contains 25344 members 
Mstep: Class 26 contains 2967 members 
Mstep: Class 27 contains 27608 members 
Mstep: Class 28 contains 24466 members 
Entering Unmasked Estep 
Score: -78637304.000000 Penalty: 56277.878906
Splitting cluster 20 changes total score from -78539952.000000 to -78637304.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 17800 members 
Mstep: Class 5 contains 33647 members 
Mstep: Class 7 contains 6110 members 
Mstep: Class 8 contains 67912 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 5507 members 
Mstep: Class 12 contains 9295 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 40311 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 43976 members 
Mstep: Class 18 contains 62462 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1633.777710 but Gain 2009.925781
Score: -78653904.000000 Penalty: 54267.949219
Iteration 39Q: 28 clusters Score -7.86539e+07 nChanged 21997
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 28118 members 
Mstep: Class 3 contains 25213 members 
Mstep: Class 4 contains 17910 members 
Mstep: Class 5 contains 34914 members 
Mstep: Class 6 contains 14837 members 
Mstep: Class 7 contains 6282 members 
Mstep: Class 8 contains 69191 members 
Mstep: Class 9 contains 15107 members 
Mstep: Class 10 contains 5907 members 
Mstep: Class 11 contains 24811 members 
Mstep: Class 12 contains 10053 members 
Mstep: Class 13 contains 87436 members 
Mstep: Class 14 contains 40468 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 1051 members 
Mstep: Class 17 contains 45996 members 
Mstep: Class 18 contains 63042 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 98013 members 
Mstep: Class 22 contains 37285 members 
Mstep: Class 24 contains 8299 members 
Mstep: Class 25 contains 23872 members 
Mstep: Class 26 contains 3205 members 
Mstep: Class 27 contains 27686 members 
Mstep: Class 28 contains 24878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1721.473999 but Gain 2009.917969
Score: -78666696.000000 Penalty: 52258.027344
Iteration 40F: 27 clusters Score -7.86667e+07 nChanged 18553
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 28127 members 
Mstep: Class 3 contains 23799 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 34732 members 
Mstep: Class 6 contains 14928 members 
Mstep: Class 7 contains 5767 members 
Mstep: Class 8 contains 70379 members 
Mstep: Class 9 contains 13416 members 
Mstep: Class 10 contains 5913 members 
Mstep: Class 11 contains 24829 members 
Mstep: Class 12 contains 10654 members 
Mstep: Class 13 contains 87277 members 
Mstep: Class 14 contains 40451 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 17 contains 48484 members 
Mstep: Class 18 contains 60260 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 1539 members 
Mstep: Class 21 contains 98442 members 
Mstep: Class 22 contains 36989 members 
Mstep: Class 24 contains 9797 members 
Mstep: Class 25 contains 23626 members 
Mstep: Class 26 contains 3970 members 
Mstep: Class 27 contains 28496 members 
Mstep: Class 28 contains 25440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78673864.000000 Penalty: 52258.027344
Iteration 41Q: 27 clusters Score -7.867386e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 28098 members 
Mstep: Class 3 contains 22328 members 
Mstep: Class 4 contains 17927 members 
Mstep: Class 5 contains 34669 members 
Mstep: Class 6 contains 14987 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 71387 members 
Mstep: Class 9 contains 11905 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 24816 members 
Mstep: Class 12 contains 11132 members 
Mstep: Class 13 contains 86681 members 
Mstep: Class 14 contains 40480 members 
Mstep: Class 15 contains 1820 members 
Mstep: Class 17 contains 51169 members 
Mstep: Class 18 contains 57793 members 
Mstep: Class 19 contains 2752 members 
Mstep: Class 20 contains 1399 members 
Mstep: Class 21 contains 98550 members 
Mstep: Class 22 contains 36767 members 
Mstep: Class 24 contains 11466 members 
Mstep: Class 25 contains 23209 members 
Mstep: Class 26 contains 4670 members 
Mstep: Class 27 contains 28856 members 
Mstep: Class 28 contains 25765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78678544.000000 Penalty: 52258.027344
Iteration 42Q: 27 clusters Score -7.867854e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 28072 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 17932 members 
Mstep: Class 5 contains 34679 members 
Mstep: Class 6 contains 15002 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 72430 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 5610 members 
Mstep: Class 11 contains 24800 members 
Mstep: Class 12 contains 11575 members 
Mstep: Class 13 contains 85794 members 
Mstep: Class 14 contains 40498 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 17 contains 53993 members 
Mstep: Class 18 contains 55170 members 
Mstep: Class 19 contains 2665 members 
Mstep: Class 20 contains 1266 members 
Mstep: Class 21 contains 98554 members 
Mstep: Class 22 contains 36536 members 
Mstep: Class 24 contains 13403 members 
Mstep: Class 25 contains 22859 members 
Mstep: Class 26 contains 5421 members 
Mstep: Class 27 contains 29031 members 
Mstep: Class 28 contains 25995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1892.538696 but Gain 2009.921875
Score: -78683432.000000 Penalty: 50248.105469
Iteration 43Q: 26 clusters Score -7.868343e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 28063 members 
Mstep: Class 3 contains 19515 members 
Mstep: Class 4 contains 17946 members 
Mstep: Class 5 contains 34718 members 
Mstep: Class 6 contains 15006 members 
Mstep: Class 7 contains 5247 members 
Mstep: Class 8 contains 73457 members 
Mstep: Class 9 contains 9377 members 
Mstep: Class 10 contains 5563 members 
Mstep: Class 11 contains 24773 members 
Mstep: Class 12 contains 12890 members 
Mstep: Class 13 contains 84620 members 
Mstep: Class 14 contains 40512 members 
Mstep: Class 15 contains 1849 members 
Mstep: Class 17 contains 56900 members 
Mstep: Class 18 contains 52439 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 21 contains 98451 members 
Mstep: Class 22 contains 36304 members 
Mstep: Class 24 contains 15533 members 
Mstep: Class 25 contains 22684 members 
Mstep: Class 26 contains 6170 members 
Mstep: Class 27 contains 29132 members 
Mstep: Class 28 contains 26172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689720.000000 Penalty: 50248.105469
Iteration 44Q: 26 clusters Score -7.868972e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 28049 members 
Mstep: Class 3 contains 18154 members 
Mstep: Class 4 contains 17963 members 
Mstep: Class 5 contains 34811 members 
Mstep: Class 6 contains 14996 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 74442 members 
Mstep: Class 9 contains 8335 members 
Mstep: Class 10 contains 5208 members 
Mstep: Class 11 contains 24753 members 
Mstep: Class 12 contains 13458 members 
Mstep: Class 13 contains 83136 members 
Mstep: Class 14 contains 40515 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 17 contains 59925 members 
Mstep: Class 18 contains 49710 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 21 contains 98292 members 
Mstep: Class 22 contains 36082 members 
Mstep: Class 24 contains 17717 members 
Mstep: Class 25 contains 22416 members 
Mstep: Class 26 contains 6923 members 
Mstep: Class 27 contains 29178 members 
Mstep: Class 28 contains 26329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78694688.000000 Penalty: 50248.105469
Iteration 45Q: 26 clusters Score -7.869469e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 28039 members 
Mstep: Class 3 contains 16758 members 
Mstep: Class 4 contains 17960 members 
Mstep: Class 5 contains 34916 members 
Mstep: Class 6 contains 14991 members 
Mstep: Class 7 contains 5122 members 
Mstep: Class 8 contains 75446 members 
Mstep: Class 9 contains 7445 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 24737 members 
Mstep: Class 12 contains 13957 members 
Mstep: Class 13 contains 81350 members 
Mstep: Class 14 contains 40509 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 17 contains 63122 members 
Mstep: Class 18 contains 47161 members 
Mstep: Class 19 contains 2409 members 
Mstep: Class 21 contains 98129 members 
Mstep: Class 22 contains 35880 members 
Mstep: Class 24 contains 19808 members 
Mstep: Class 25 contains 22241 members 
Mstep: Class 26 contains 7618 members 
Mstep: Class 27 contains 29177 members 
Mstep: Class 28 contains 26465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78698672.000000 Penalty: 50248.105469
Iteration 46Q: 26 clusters Score -7.869867e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 28035 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 17965 members 
Mstep: Class 5 contains 35052 members 
Mstep: Class 6 contains 14995 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 76413 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 24707 members 
Mstep: Class 12 contains 14377 members 
Mstep: Class 13 contains 79299 members 
Mstep: Class 14 contains 40545 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 17 contains 66427 members 
Mstep: Class 18 contains 44794 members 
Mstep: Class 19 contains 2365 members 
Mstep: Class 21 contains 97949 members 
Mstep: Class 22 contains 35667 members 
Mstep: Class 24 contains 21780 members 
Mstep: Class 25 contains 22186 members 
Mstep: Class 26 contains 8264 members 
Mstep: Class 27 contains 29162 members 
Mstep: Class 28 contains 26579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78702944.000000 Penalty: 50248.105469
Iteration 47Q: 26 clusters Score -7.870294e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 28041 members 
Mstep: Class 3 contains 13936 members 
Mstep: Class 4 contains 17968 members 
Mstep: Class 5 contains 35226 members 
Mstep: Class 6 contains 15004 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 77346 members 
Mstep: Class 9 contains 5862 members 
Mstep: Class 10 contains 4140 members 
Mstep: Class 11 contains 24685 members 
Mstep: Class 12 contains 14731 members 
Mstep: Class 13 contains 76985 members 
Mstep: Class 14 contains 40559 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 17 contains 69930 members 
Mstep: Class 18 contains 42497 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 21 contains 97750 members 
Mstep: Class 22 contains 35452 members 
Mstep: Class 24 contains 23666 members 
Mstep: Class 25 contains 22176 members 
Mstep: Class 26 contains 8871 members 
Mstep: Class 27 contains 29144 members 
Mstep: Class 28 contains 26704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78707104.000000 Penalty: 50248.105469
Iteration 48Q: 26 clusters Score -7.87071e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 28047 members 
Mstep: Class 3 contains 12516 members 
Mstep: Class 4 contains 17963 members 
Mstep: Class 5 contains 35419 members 
Mstep: Class 6 contains 15008 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 78228 members 
Mstep: Class 9 contains 5202 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 11 contains 24662 members 
Mstep: Class 12 contains 15031 members 
Mstep: Class 13 contains 74322 members 
Mstep: Class 14 contains 40563 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 17 contains 73646 members 
Mstep: Class 18 contains 40428 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 21 contains 97574 members 
Mstep: Class 22 contains 35237 members 
Mstep: Class 24 contains 25368 members 
Mstep: Class 25 contains 22246 members 
Mstep: Class 26 contains 9405 members 
Mstep: Class 27 contains 29152 members 
Mstep: Class 28 contains 26816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78711416.000000 Penalty: 50248.105469
Iteration 49Q: 26 clusters Score -7.871142e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 28041 members 
Mstep: Class 3 contains 11144 members 
Mstep: Class 4 contains 17967 members 
Mstep: Class 5 contains 35651 members 
Mstep: Class 6 contains 15020 members 
Mstep: Class 7 contains 5002 members 
Mstep: Class 8 contains 79076 members 
Mstep: Class 9 contains 4624 members 
Mstep: Class 10 contains 3653 members 
Mstep: Class 11 contains 24640 members 
Mstep: Class 12 contains 15288 members 
Mstep: Class 13 contains 71586 members 
Mstep: Class 14 contains 40582 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 17 contains 77276 members 
Mstep: Class 18 contains 38602 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 21 contains 97426 members 
Mstep: Class 22 contains 34997 members 
Mstep: Class 24 contains 26827 members 
Mstep: Class 25 contains 22400 members 
Mstep: Class 26 contains 9882 members 
Mstep: Class 27 contains 29137 members 
Mstep: Class 28 contains 26930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78715512.000000 Penalty: 50248.105469
Iteration 50Q: 26 clusters Score -7.871551e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 28044 members 
Mstep: Class 3 contains 9918 members 
Mstep: Class 4 contains 17958 members 
Mstep: Class 5 contains 35850 members 
Mstep: Class 6 contains 15016 members 
Mstep: Class 7 contains 4983 members 
Mstep: Class 8 contains 79908 members 
Mstep: Class 9 contains 4125 members 
Mstep: Class 10 contains 3481 members 
Mstep: Class 11 contains 24619 members 
Mstep: Class 12 contains 15489 members 
Mstep: Class 13 contains 68995 members 
Mstep: Class 14 contains 40604 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 17 contains 80567 members 
Mstep: Class 18 contains 37063 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 21 contains 97270 members 
Mstep: Class 22 contains 34787 members 
Mstep: Class 24 contains 28090 members 
Mstep: Class 25 contains 22571 members 
Mstep: Class 26 contains 10263 members 
Mstep: Class 27 contains 29150 members 
Mstep: Class 28 contains 27034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78720760.000000 Penalty: 50248.105469
Iteration 51Q: 26 clusters Score -7.872076e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 28046 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 17955 members 
Mstep: Class 5 contains 36051 members 
Mstep: Class 6 contains 15012 members 
Mstep: Class 7 contains 4970 members 
Mstep: Class 8 contains 80716 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 24601 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 67067 members 
Mstep: Class 14 contains 40611 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 17 contains 83113 members 
Mstep: Class 18 contains 35734 members 
Mstep: Class 19 contains 2166 members 
Mstep: Class 21 contains 97099 members 
Mstep: Class 22 contains 34546 members 
Mstep: Class 24 contains 29199 members 
Mstep: Class 25 contains 22728 members 
Mstep: Class 26 contains 10576 members 
Mstep: Class 27 contains 29220 members 
Mstep: Class 28 contains 27114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78724880.000000 Penalty: 50248.105469
Iteration 52Q: 26 clusters Score -7.872488e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 28041 members 
Mstep: Class 3 contains 7884 members 
Mstep: Class 4 contains 17951 members 
Mstep: Class 5 contains 36251 members 
Mstep: Class 6 contains 15010 members 
Mstep: Class 7 contains 4951 members 
Mstep: Class 8 contains 81405 members 
Mstep: Class 9 contains 3279 members 
Mstep: Class 10 contains 3252 members 
Mstep: Class 11 contains 24600 members 
Mstep: Class 12 contains 15737 members 
Mstep: Class 13 contains 65898 members 
Mstep: Class 14 contains 40607 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 17 contains 84785 members 
Mstep: Class 18 contains 34691 members 
Mstep: Class 19 contains 2136 members 
Mstep: Class 21 contains 96911 members 
Mstep: Class 22 contains 34318 members 
Mstep: Class 24 contains 30055 members 
Mstep: Class 25 contains 22876 members 
Mstep: Class 26 contains 10777 members 
Mstep: Class 27 contains 29379 members 
Mstep: Class 28 contains 27194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78727256.000000 Penalty: 50248.105469
Iteration 53Q: 26 clusters Score -7.872726e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 28045 members 
Mstep: Class 3 contains 7137 members 
Mstep: Class 4 contains 17951 members 
Mstep: Class 5 contains 36468 members 
Mstep: Class 6 contains 15016 members 
Mstep: Class 7 contains 4937 members 
Mstep: Class 8 contains 82017 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 24597 members 
Mstep: Class 12 contains 15843 members 
Mstep: Class 13 contains 65361 members 
Mstep: Class 14 contains 40600 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 17 contains 85655 members 
Mstep: Class 18 contains 33860 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 21 contains 96747 members 
Mstep: Class 22 contains 34074 members 
Mstep: Class 24 contains 30829 members 
Mstep: Class 25 contains 22969 members 
Mstep: Class 26 contains 10878 members 
Mstep: Class 27 contains 29512 members 
Mstep: Class 28 contains 27274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78729400.000000 Penalty: 50248.105469
Iteration 54Q: 26 clusters Score -7.87294e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 28041 members 
Mstep: Class 3 contains 6543 members 
Mstep: Class 4 contains 17951 members 
Mstep: Class 5 contains 36723 members 
Mstep: Class 6 contains 15020 members 
Mstep: Class 7 contains 4937 members 
Mstep: Class 8 contains 82579 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 3068 members 
Mstep: Class 11 contains 24585 members 
Mstep: Class 12 contains 15945 members 
Mstep: Class 13 contains 65133 members 
Mstep: Class 14 contains 40582 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 17 contains 86148 members 
Mstep: Class 18 contains 33082 members 
Mstep: Class 19 contains 2057 members 
Mstep: Class 21 contains 96590 members 
Mstep: Class 22 contains 33800 members 
Mstep: Class 24 contains 31540 members 
Mstep: Class 25 contains 23067 members 
Mstep: Class 26 contains 10892 members 
Mstep: Class 27 contains 29657 members 
Mstep: Class 28 contains 27359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78731720.000000 Penalty: 50248.105469
Iteration 55Q: 26 clusters Score -7.873172e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 28041 members 
Mstep: Class 3 contains 6012 members 
Mstep: Class 4 contains 17952 members 
Mstep: Class 5 contains 36973 members 
Mstep: Class 6 contains 15019 members 
Mstep: Class 7 contains 4930 members 
Mstep: Class 8 contains 83049 members 
Mstep: Class 9 contains 2483 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 24578 members 
Mstep: Class 12 contains 16024 members 
Mstep: Class 13 contains 65026 members 
Mstep: Class 14 contains 40575 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 17 contains 86454 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 19 contains 2019 members 
Mstep: Class 21 contains 96425 members 
Mstep: Class 22 contains 33530 members 
Mstep: Class 24 contains 32196 members 
Mstep: Class 25 contains 23146 members 
Mstep: Class 26 contains 10808 members 
Mstep: Class 27 contains 29782 members 
Mstep: Class 28 contains 27414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78733000.000000 Penalty: 50248.105469
Iteration 56Q: 26 clusters Score -7.8733e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 28046 members 
Mstep: Class 3 contains 5586 members 
Mstep: Class 4 contains 17952 members 
Mstep: Class 5 contains 37186 members 
Mstep: Class 6 contains 15017 members 
Mstep: Class 7 contains 4942 members 
Mstep: Class 8 contains 83457 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 2940 members 
Mstep: Class 11 contains 24570 members 
Mstep: Class 12 contains 16074 members 
Mstep: Class 13 contains 64959 members 
Mstep: Class 14 contains 40550 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 17 contains 86674 members 
Mstep: Class 18 contains 32149 members 
Mstep: Class 19 contains 1999 members 
Mstep: Class 21 contains 96282 members 
Mstep: Class 22 contains 33292 members 
Mstep: Class 24 contains 32791 members 
Mstep: Class 25 contains 23182 members 
Mstep: Class 26 contains 10648 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 27474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78734632.000000 Penalty: 50248.105469
Iteration 57Q: 26 clusters Score -7.873463e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 28046 members 
Mstep: Class 3 contains 5207 members 
Mstep: Class 4 contains 17947 members 
Mstep: Class 5 contains 37427 members 
Mstep: Class 6 contains 15019 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 83804 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 2896 members 
Mstep: Class 11 contains 24564 members 
Mstep: Class 12 contains 16112 members 
Mstep: Class 13 contains 64931 members 
Mstep: Class 14 contains 40533 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 17 contains 86859 members 
Mstep: Class 18 contains 31950 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 21 contains 96116 members 
Mstep: Class 22 contains 33048 members 
Mstep: Class 24 contains 33293 members 
Mstep: Class 25 contains 23206 members 
Mstep: Class 26 contains 10398 members 
Mstep: Class 27 contains 29972 members 
Mstep: Class 28 contains 27520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78736024.000000 Penalty: 50248.105469
Iteration 58Q: 26 clusters Score -7.873602e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 28045 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 17947 members 
Mstep: Class 5 contains 37651 members 
Mstep: Class 6 contains 15020 members 
Mstep: Class 7 contains 4969 members 
Mstep: Class 8 contains 84053 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 24563 members 
Mstep: Class 12 contains 16151 members 
Mstep: Class 13 contains 64908 members 
Mstep: Class 14 contains 40522 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 17 contains 86962 members 
Mstep: Class 18 contains 31969 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 21 contains 95962 members 
Mstep: Class 22 contains 32796 members 
Mstep: Class 24 contains 33754 members 
Mstep: Class 25 contains 23225 members 
Mstep: Class 26 contains 10031 members 
Mstep: Class 27 contains 30023 members 
Mstep: Class 28 contains 27577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78736864.000000 Penalty: 50248.105469
Iteration 59Q: 26 clusters Score -7.873686e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 28049 members 
Mstep: Class 3 contains 4736 members 
Mstep: Class 4 contains 17951 members 
Mstep: Class 5 contains 37877 members 
Mstep: Class 6 contains 15019 members 
Mstep: Class 7 contains 4982 members 
Mstep: Class 8 contains 84265 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 24563 members 
Mstep: Class 12 contains 16179 members 
Mstep: Class 13 contains 64902 members 
Mstep: Class 14 contains 40511 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 17 contains 87045 members 
Mstep: Class 18 contains 32153 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 21 contains 95805 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 24 contains 34131 members 
Mstep: Class 25 contains 23239 members 
Mstep: Class 26 contains 9608 members 
Mstep: Class 27 contains 30022 members 
Mstep: Class 28 contains 27626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78738672.000000 Penalty: 50248.105469
Iteration 60F: 26 clusters Score -7.873867e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 28026 members 
Mstep: Class 3 contains 4496 members 
Mstep: Class 4 contains 17941 members 
Mstep: Class 5 contains 38103 members 
Mstep: Class 6 contains 15017 members 
Mstep: Class 7 contains 4979 members 
Mstep: Class 8 contains 84452 members 
Mstep: Class 9 contains 1912 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 24536 members 
Mstep: Class 12 contains 16217 members 
Mstep: Class 13 contains 64860 members 
Mstep: Class 14 contains 40491 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 17 contains 87166 members 
Mstep: Class 18 contains 31968 members 
Mstep: Class 19 contains 1939 members 
Mstep: Class 21 contains 95467 members 
Mstep: Class 22 contains 32315 members 
Mstep: Class 24 contains 35394 members 
Mstep: Class 25 contains 23198 members 
Mstep: Class 26 contains 9171 members 
Mstep: Class 27 contains 29776 members 
Mstep: Class 28 contains 27693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78739832.000000 Penalty: 50248.105469
Iteration 61Q: 26 clusters Score -7.873983e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 28007 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 17940 members 
Mstep: Class 5 contains 38360 members 
Mstep: Class 6 contains 15006 members 
Mstep: Class 7 contains 4975 members 
Mstep: Class 8 contains 84598 members 
Mstep: Class 9 contains 1868 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 24511 members 
Mstep: Class 12 contains 16262 members 
Mstep: Class 13 contains 64842 members 
Mstep: Class 14 contains 40487 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 17 contains 87250 members 
Mstep: Class 18 contains 32158 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 21 contains 95212 members 
Mstep: Class 22 contains 32056 members 
Mstep: Class 24 contains 36171 members 
Mstep: Class 25 contains 23201 members 
Mstep: Class 26 contains 8629 members 
Mstep: Class 27 contains 29592 members 
Mstep: Class 28 contains 27753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78740272.000000 Penalty: 50248.105469
Iteration 62Q: 26 clusters Score -7.874027e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 27997 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 17937 members 
Mstep: Class 5 contains 38628 members 
Mstep: Class 6 contains 15008 members 
Mstep: Class 7 contains 4970 members 
Mstep: Class 8 contains 84729 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 2903 members 
Mstep: Class 11 contains 24492 members 
Mstep: Class 12 contains 16317 members 
Mstep: Class 13 contains 64829 members 
Mstep: Class 14 contains 40481 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 17 contains 87313 members 
Mstep: Class 18 contains 32545 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 21 contains 94993 members 
Mstep: Class 22 contains 31787 members 
Mstep: Class 24 contains 36692 members 
Mstep: Class 25 contains 23203 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 29419 members 
Mstep: Class 28 contains 27833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78740824.000000 Penalty: 50248.105469
Iteration 63Q: 26 clusters Score -7.874082e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 27987 members 
Mstep: Class 3 contains 3934 members 
Mstep: Class 4 contains 17940 members 
Mstep: Class 5 contains 38898 members 
Mstep: Class 6 contains 15005 members 
Mstep: Class 7 contains 4956 members 
Mstep: Class 8 contains 84826 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 2884 members 
Mstep: Class 11 contains 24489 members 
Mstep: Class 12 contains 16376 members 
Mstep: Class 13 contains 64822 members 
Mstep: Class 14 contains 40472 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 17 contains 87366 members 
Mstep: Class 18 contains 33018 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 21 contains 94795 members 
Mstep: Class 22 contains 31532 members 
Mstep: Class 24 contains 37043 members 
Mstep: Class 25 contains 23223 members 
Mstep: Class 26 contains 7501 members 
Mstep: Class 27 contains 29283 members 
Mstep: Class 28 contains 27913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741104.000000 Penalty: 50248.105469
Iteration 64Q: 26 clusters Score -7.87411e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 27982 members 
Mstep: Class 3 contains 3802 members 
Mstep: Class 4 contains 17942 members 
Mstep: Class 5 contains 39170 members 
Mstep: Class 6 contains 15000 members 
Mstep: Class 7 contains 4943 members 
Mstep: Class 8 contains 84915 members 
Mstep: Class 9 contains 1782 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 24490 members 
Mstep: Class 12 contains 16416 members 
Mstep: Class 13 contains 64821 members 
Mstep: Class 14 contains 40462 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 17 contains 87411 members 
Mstep: Class 18 contains 33488 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 21 contains 94641 members 
Mstep: Class 22 contains 31279 members 
Mstep: Class 24 contains 37285 members 
Mstep: Class 25 contains 23243 members 
Mstep: Class 26 contains 6963 members 
Mstep: Class 27 contains 29193 members 
Mstep: Class 28 contains 27982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741776.000000 Penalty: 50248.105469
Iteration 65Q: 26 clusters Score -7.874178e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 27980 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 17943 members 
Mstep: Class 5 contains 39450 members 
Mstep: Class 6 contains 14993 members 
Mstep: Class 7 contains 4938 members 
Mstep: Class 8 contains 84990 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 2839 members 
Mstep: Class 11 contains 24486 members 
Mstep: Class 12 contains 16453 members 
Mstep: Class 13 contains 64817 members 
Mstep: Class 14 contains 40461 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 17 contains 87453 members 
Mstep: Class 18 contains 33964 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 21 contains 94523 members 
Mstep: Class 22 contains 30993 members 
Mstep: Class 24 contains 37464 members 
Mstep: Class 25 contains 23261 members 
Mstep: Class 26 contains 6437 members 
Mstep: Class 27 contains 29136 members 
Mstep: Class 28 contains 28062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78742176.000000 Penalty: 50248.105469
Iteration 66Q: 26 clusters Score -7.874218e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 27981 members 
Mstep: Class 3 contains 3576 members 
Mstep: Class 4 contains 17942 members 
Mstep: Class 5 contains 39704 members 
Mstep: Class 6 contains 14992 members 
Mstep: Class 7 contains 4946 members 
Mstep: Class 8 contains 85077 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 24486 members 
Mstep: Class 12 contains 16483 members 
Mstep: Class 13 contains 64810 members 
Mstep: Class 14 contains 40465 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 17 contains 87480 members 
Mstep: Class 18 contains 34399 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 21 contains 94421 members 
Mstep: Class 22 contains 30747 members 
Mstep: Class 24 contains 37613 members 
Mstep: Class 25 contains 23269 members 
Mstep: Class 26 contains 5940 members 
Mstep: Class 27 contains 29066 members 
Mstep: Class 28 contains 28141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78742704.000000 Penalty: 50248.105469
Iteration 67Q: 26 clusters Score -7.87427e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 27982 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 17943 members 
Mstep: Class 5 contains 39976 members 
Mstep: Class 6 contains 14992 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 85156 members 
Mstep: Class 9 contains 1704 members 
Mstep: Class 10 contains 2810 members 
Mstep: Class 11 contains 24482 members 
Mstep: Class 12 contains 16507 members 
Mstep: Class 13 contains 64809 members 
Mstep: Class 14 contains 40455 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 17 contains 87507 members 
Mstep: Class 18 contains 34827 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 21 contains 94325 members 
Mstep: Class 22 contains 30501 members 
Mstep: Class 24 contains 37725 members 
Mstep: Class 25 contains 23304 members 
Mstep: Class 26 contains 5451 members 
Mstep: Class 27 contains 28988 members 
Mstep: Class 28 contains 28222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78742920.000000 Penalty: 50248.105469
Iteration 68Q: 26 clusters Score -7.874292e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 27982 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 17945 members 
Mstep: Class 5 contains 40228 members 
Mstep: Class 6 contains 14992 members 
Mstep: Class 7 contains 4972 members 
Mstep: Class 8 contains 85220 members 
Mstep: Class 9 contains 1694 members 
Mstep: Class 10 contains 2794 members 
Mstep: Class 11 contains 24475 members 
Mstep: Class 12 contains 16533 members 
Mstep: Class 13 contains 64804 members 
Mstep: Class 14 contains 40452 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 17 contains 87518 members 
Mstep: Class 18 contains 35228 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 21 contains 94239 members 
Mstep: Class 22 contains 30284 members 
Mstep: Class 24 contains 37806 members 
Mstep: Class 25 contains 23327 members 
Mstep: Class 26 contains 4980 members 
Mstep: Class 27 contains 28954 members 
Mstep: Class 28 contains 28289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78743120.000000 Penalty: 50248.105469
Iteration 69Q: 26 clusters Score -7.874312e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 27980 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 17947 members 
Mstep: Class 5 contains 40445 members 
Mstep: Class 6 contains 14992 members 
Mstep: Class 7 contains 4980 members 
Mstep: Class 8 contains 85266 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 24463 members 
Mstep: Class 12 contains 16561 members 
Mstep: Class 13 contains 64802 members 
Mstep: Class 14 contains 40449 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 17 contains 87536 members 
Mstep: Class 18 contains 35590 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 21 contains 94146 members 
Mstep: Class 22 contains 30115 members 
Mstep: Class 24 contains 37863 members 
Mstep: Class 25 contains 23360 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 28931 members 
Mstep: Class 28 contains 28349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78743192.000000 Penalty: 50248.105469
Iteration 70Q: 26 clusters Score -7.874319e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 27977 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 17948 members 
Mstep: Class 5 contains 40683 members 
Mstep: Class 6 contains 14993 members 
Mstep: Class 7 contains 4984 members 
Mstep: Class 8 contains 85312 members 
Mstep: Class 9 contains 1663 members 
Mstep: Class 10 contains 2777 members 
Mstep: Class 11 contains 24456 members 
Mstep: Class 12 contains 16580 members 
Mstep: Class 13 contains 64799 members 
Mstep: Class 14 contains 40454 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 17 contains 87560 members 
Mstep: Class 18 contains 35903 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 94055 members 
Mstep: Class 22 contains 29939 members 
Mstep: Class 24 contains 37918 members 
Mstep: Class 25 contains 23399 members 
Mstep: Class 26 contains 4150 members 
Mstep: Class 27 contains 28912 members 
Mstep: Class 28 contains 28403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78743200.000000 Penalty: 50248.105469
Iteration 71Q: 26 clusters Score -7.87432e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 27973 members 
Mstep: Class 3 contains 3184 members 
Mstep: Class 4 contains 17949 members 
Mstep: Class 5 contains 40907 members 
Mstep: Class 6 contains 14992 members 
Mstep: Class 7 contains 4992 members 
Mstep: Class 8 contains 85349 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 2761 members 
Mstep: Class 11 contains 24452 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 64794 members 
Mstep: Class 14 contains 40453 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 17 contains 87574 members 
Mstep: Class 18 contains 36154 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 21 contains 93979 members 
Mstep: Class 22 contains 29780 members 
Mstep: Class 24 contains 37970 members 
Mstep: Class 25 contains 23440 members 
Mstep: Class 26 contains 3805 members 
Mstep: Class 27 contains 28893 members 
Mstep: Class 28 contains 28452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78743464.000000 Penalty: 50248.105469
Iteration 72Q: 26 clusters Score -7.874346e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 27968 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 4 contains 17948 members 
Mstep: Class 5 contains 41150 members 
Mstep: Class 6 contains 14990 members 
Mstep: Class 7 contains 4999 members 
Mstep: Class 8 contains 85385 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 2751 members 
Mstep: Class 11 contains 24449 members 
Mstep: Class 12 contains 16623 members 
Mstep: Class 13 contains 64790 members 
Mstep: Class 14 contains 40449 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 17 contains 87571 members 
Mstep: Class 18 contains 36352 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 93899 members 
Mstep: Class 22 contains 29612 members 
Mstep: Class 24 contains 38009 members 
Mstep: Class 25 contains 23481 members 
Mstep: Class 26 contains 3498 members 
Mstep: Class 27 contains 28902 members 
Mstep: Class 28 contains 28488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78743840.000000 Penalty: 50248.105469
Iteration 73Q: 26 clusters Score -7.874384e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 27966 members 
Mstep: Class 3 contains 3113 members 
Mstep: Class 4 contains 17951 members 
Mstep: Class 5 contains 41376 members 
Mstep: Class 6 contains 14988 members 
Mstep: Class 7 contains 5004 members 
Mstep: Class 8 contains 85414 members 
Mstep: Class 9 contains 1617 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 24448 members 
Mstep: Class 12 contains 16639 members 
Mstep: Class 13 contains 64782 members 
Mstep: Class 14 contains 40450 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 17 contains 87586 members 
Mstep: Class 18 contains 36562 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 93822 members 
Mstep: Class 22 contains 29458 members 
Mstep: Class 24 contains 38039 members 
Mstep: Class 25 contains 23511 members 
Mstep: Class 26 contains 3204 members 
Mstep: Class 27 contains 28905 members 
Mstep: Class 28 contains 28522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78743840.000000 Penalty: 50248.105469
Iteration 74Q: 26 clusters Score -7.874384e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 27965 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 17949 members 
Mstep: Class 5 contains 41598 members 
Mstep: Class 6 contains 14988 members 
Mstep: Class 7 contains 5012 members 
Mstep: Class 8 contains 85438 members 
Mstep: Class 9 contains 1610 members 
Mstep: Class 10 contains 2735 members 
Mstep: Class 11 contains 24446 members 
Mstep: Class 12 contains 16650 members 
Mstep: Class 13 contains 64772 members 
Mstep: Class 14 contains 40448 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 17 contains 87593 members 
Mstep: Class 18 contains 36697 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 93743 members 
Mstep: Class 22 contains 29298 members 
Mstep: Class 24 contains 38063 members 
Mstep: Class 25 contains 23545 members 
Mstep: Class 26 contains 2965 members 
Mstep: Class 27 contains 28948 members 
Mstep: Class 28 contains 28554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78743768.000000 Penalty: 50248.105469
Iteration 75Q: 26 clusters Score -7.874377e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 27964 members 
Mstep: Class 3 contains 3030 members 
Mstep: Class 4 contains 17950 members 
Mstep: Class 5 contains 41813 members 
Mstep: Class 6 contains 14988 members 
Mstep: Class 7 contains 5027 members 
Mstep: Class 8 contains 85471 members 
Mstep: Class 9 contains 1601 members 
Mstep: Class 10 contains 2723 members 
Mstep: Class 11 contains 24442 members 
Mstep: Class 12 contains 16669 members 
Mstep: Class 13 contains 64767 members 
Mstep: Class 14 contains 40448 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 17 contains 87601 members 
Mstep: Class 18 contains 36799 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 93661 members 
Mstep: Class 22 contains 29137 members 
Mstep: Class 24 contains 38092 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 2783 members 
Mstep: Class 27 contains 28986 members 
Mstep: Class 28 contains 28580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78743624.000000 Penalty: 50248.105469
Iteration 76Q: 26 clusters Score -7.874362e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 27963 members 
Mstep: Class 3 contains 2988 members 
Mstep: Class 4 contains 17951 members 
Mstep: Class 5 contains 42042 members 
Mstep: Class 6 contains 14987 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 85499 members 
Mstep: Class 9 contains 1596 members 
Mstep: Class 10 contains 2717 members 
Mstep: Class 11 contains 24442 members 
Mstep: Class 12 contains 16679 members 
Mstep: Class 13 contains 64764 members 
Mstep: Class 14 contains 40444 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 17 contains 87611 members 
Mstep: Class 18 contains 36885 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 93596 members 
Mstep: Class 22 contains 28963 members 
Mstep: Class 24 contains 38120 members 
Mstep: Class 25 contains 23578 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 29004 members 
Mstep: Class 28 contains 28598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78743856.000000 Penalty: 50248.105469
Iteration 77Q: 26 clusters Score -7.874386e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 27959 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 42246 members 
Mstep: Class 6 contains 14985 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 85524 members 
Mstep: Class 9 contains 1586 members 
Mstep: Class 10 contains 2717 members 
Mstep: Class 11 contains 24439 members 
Mstep: Class 12 contains 16687 members 
Mstep: Class 13 contains 64760 members 
Mstep: Class 14 contains 40440 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 17 contains 87614 members 
Mstep: Class 18 contains 36937 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 93553 members 
Mstep: Class 22 contains 28799 members 
Mstep: Class 24 contains 38132 members 
Mstep: Class 25 contains 23600 members 
Mstep: Class 26 contains 2503 members 
Mstep: Class 27 contains 29029 members 
Mstep: Class 28 contains 28620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78744024.000000 Penalty: 50248.105469
Iteration 78Q: 26 clusters Score -7.874402e+07 nChanged 582
Entering ConstructFrom: 
Score: -78744024.000000 Penalty: 50248.105469
Entering ConstructFrom: 
Trying to split cluster 1 (14992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Entering Unmasked Estep 
Score: -1676969.375000 Penalty: 1430.752441
	Iteration 0F: 2 clusters Score -1676969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1667061.125000 Penalty: 2861.504883
	Iteration 0F: 3 clusters Score -1667061 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1670504.000000 Penalty: 2861.504883
	Iteration 1F: 3 clusters Score -1670504 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1670847.000000 Penalty: 2861.504883
	Iteration 2F: 3 clusters Score -1670847 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1671125.250000 Penalty: 2861.504883
	Iteration 3Q: 3 clusters Score -1671125 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1671355.000000 Penalty: 2861.504883
	Iteration 4Q: 3 clusters Score -1671355 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1671554.875000 Penalty: 2861.504883
	Iteration 5Q: 3 clusters Score -1671555 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1671740.250000 Penalty: 2861.504883
	Iteration 6Q: 3 clusters Score -1671740 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1671921.625000 Penalty: 2861.504883
	Iteration 7Q: 3 clusters Score -1671922 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1672138.625000 Penalty: 2861.504883
	Iteration 8Q: 3 clusters Score -1672139 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1672353.000000 Penalty: 2861.504883
	Iteration 9Q: 3 clusters Score -1672353 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1672556.000000 Penalty: 2861.504883
	Iteration 10Q: 3 clusters Score -1672556 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1672787.750000 Penalty: 2861.504883
	Iteration 11Q: 3 clusters Score -1672788 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1673022.750000 Penalty: 2861.504883
	Iteration 12Q: 3 clusters Score -1673023 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1673314.250000 Penalty: 2861.504883
	Iteration 13Q: 3 clusters Score -1673314 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1673652.875000 Penalty: 2861.504883
	Iteration 14Q: 3 clusters Score -1673653 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1674029.875000 Penalty: 2861.504883
	Iteration 15Q: 3 clusters Score -1674030 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1674401.625000 Penalty: 2861.504883
	Iteration 16Q: 3 clusters Score -1674402 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1674723.000000 Penalty: 2861.504883
	Iteration 17Q: 3 clusters Score -1674723 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1675014.250000 Penalty: 2861.504883
	Iteration 18Q: 3 clusters Score -1675014 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1675273.625000 Penalty: 2861.504883
	Iteration 19Q: 3 clusters Score -1675274 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1675464.750000 Penalty: 2861.504883
	Iteration 20F: 3 clusters Score -1675465 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1675589.125000 Penalty: 2861.504883
	Iteration 21Q: 3 clusters Score -1675589 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1675676.125000 Penalty: 2861.504883
	Iteration 22Q: 3 clusters Score -1675676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1675738.375000 Penalty: 2861.504883
	Iteration 23Q: 3 clusters Score -1675738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1675771.625000 Penalty: 2861.504883
	Iteration 24Q: 3 clusters Score -1675772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1675798.125000 Penalty: 2861.504883
	Iteration 25Q: 3 clusters Score -1675798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1675823.625000 Penalty: 2861.504883
	Iteration 26Q: 3 clusters Score -1675824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1675830.875000 Penalty: 2861.504883
	Iteration 27Q: 3 clusters Score -1675831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1675841.125000 Penalty: 2861.504883
	Iteration 28Q: 3 clusters Score -1675841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1675853.250000 Penalty: 2861.504883
	Iteration 29Q: 3 clusters Score -1675853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1675868.250000 Penalty: 2861.504883
	Iteration 30Q: 3 clusters Score -1675868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1675874.875000 Penalty: 2861.504883
	Iteration 31Q: 3 clusters Score -1675875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1675883.250000 Penalty: 2861.504883
	Iteration 32Q: 3 clusters Score -1675883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1675890.000000 Penalty: 2861.504883
	Iteration 33Q: 3 clusters Score -1675890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1675894.000000 Penalty: 2861.504883
	Iteration 34Q: 3 clusters Score -1675894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1675900.125000 Penalty: 2861.504883
	Iteration 35Q: 3 clusters Score -1675900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1675901.875000 Penalty: 2861.504883
	Iteration 36Q: 3 clusters Score -1675902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1675904.375000 Penalty: 2861.504883
	Iteration 37Q: 3 clusters Score -1675904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1675903.625000 Penalty: 2861.504883
	Iteration 38Q: 3 clusters Score -1675904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1675905.125000 Penalty: 2861.504883
	Iteration 39Q: 3 clusters Score -1675905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1675905.125000 Penalty: 2861.504883
	Iteration 40F: 3 clusters Score -1675905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Entering Unmasked Estep 
Score: -3131024.500000 Penalty: 1523.477417
	Iteration 0F: 2 clusters Score -3131024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3112904.250000 Penalty: 3046.954834
	Iteration 0F: 3 clusters Score -3112904 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3119675.500000 Penalty: 3046.954834
	Iteration 1F: 3 clusters Score -3119676 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3120111.250000 Penalty: 3046.954834
	Iteration 2Q: 3 clusters Score -3120111 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3120507.750000 Penalty: 3046.954834
	Iteration 3Q: 3 clusters Score -3120508 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3120853.750000 Penalty: 3046.954834
	Iteration 4Q: 3 clusters Score -3120854 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3121247.500000 Penalty: 3046.954834
	Iteration 5Q: 3 clusters Score -3121248 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3121684.500000 Penalty: 3046.954834
	Iteration 6Q: 3 clusters Score -3121684 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3122220.750000 Penalty: 3046.954834
	Iteration 7Q: 3 clusters Score -3122221 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3122841.500000 Penalty: 3046.954834
	Iteration 8Q: 3 clusters Score -3122842 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3123507.250000 Penalty: 3046.954834
	Iteration 9Q: 3 clusters Score -3123507 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -3124202.750000 Penalty: 3046.954834
	Iteration 10Q: 3 clusters Score -3124203 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3124807.250000 Penalty: 3046.954834
	Iteration 11Q: 3 clusters Score -3124807 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -3125379.250000 Penalty: 3046.954834
	Iteration 12Q: 3 clusters Score -3125379 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3125920.500000 Penalty: 3046.954834
	Iteration 13Q: 3 clusters Score -3125920 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3126479.500000 Penalty: 3046.954834
	Iteration 14Q: 3 clusters Score -3126480 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3126992.000000 Penalty: 3046.954834
	Iteration 15Q: 3 clusters Score -3126992 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3127523.500000 Penalty: 3046.954834
	Iteration 16Q: 3 clusters Score -3127524 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3128015.000000 Penalty: 3046.954834
	Iteration 17Q: 3 clusters Score -3128015 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3128447.250000 Penalty: 3046.954834
	Iteration 18Q: 3 clusters Score -3128447 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3128775.250000 Penalty: 3046.954834
	Iteration 19Q: 3 clusters Score -3128775 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3129021.750000 Penalty: 3046.954834
	Iteration 20F: 3 clusters Score -3129022 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3129214.750000 Penalty: 3046.954834
	Iteration 21Q: 3 clusters Score -3129215 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3129334.500000 Penalty: 3046.954834
	Iteration 22Q: 3 clusters Score -3129334 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -3129408.500000 Penalty: 3046.954834
	Iteration 23Q: 3 clusters Score -3129408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3129472.500000 Penalty: 3046.954834
	Iteration 24Q: 3 clusters Score -3129472 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3129525.500000 Penalty: 3046.954834
	Iteration 25Q: 3 clusters Score -3129526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3129576.000000 Penalty: 3046.954834
	Iteration 26Q: 3 clusters Score -3129576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3129611.000000 Penalty: 3046.954834
	Iteration 27Q: 3 clusters Score -3129611 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3129632.500000 Penalty: 3046.954834
	Iteration 28Q: 3 clusters Score -3129632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3129664.000000 Penalty: 3046.954834
	Iteration 29Q: 3 clusters Score -3129664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3129684.500000 Penalty: 3046.954834
	Iteration 30Q: 3 clusters Score -3129684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3129694.500000 Penalty: 3046.954834
	Iteration 31Q: 3 clusters Score -3129694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3129712.000000 Penalty: 3046.954834
	Iteration 32Q: 3 clusters Score -3129712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3129736.750000 Penalty: 3046.954834
	Iteration 33Q: 3 clusters Score -3129737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3129763.750000 Penalty: 3046.954834
	Iteration 34Q: 3 clusters Score -3129764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3129786.000000 Penalty: 3046.954834
	Iteration 35Q: 3 clusters Score -3129786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3129806.500000 Penalty: 3046.954834
	Iteration 36Q: 3 clusters Score -3129806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3129827.750000 Penalty: 3046.954834
	Iteration 37Q: 3 clusters Score -3129828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3129834.750000 Penalty: 3046.954834
	Iteration 38Q: 3 clusters Score -3129835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3129847.000000 Penalty: 3046.954834
	Iteration 39Q: 3 clusters Score -3129847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3129854.250000 Penalty: 3046.954834
	Iteration 40F: 3 clusters Score -3129854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3129853.500000 Penalty: 3046.954834
	Iteration 41Q: 3 clusters Score -3129854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3129855.500000 Penalty: 3046.954834
	Iteration 42Q: 3 clusters Score -3129856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3129861.750000 Penalty: 3046.954834
	Iteration 43Q: 3 clusters Score -3129862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3129870.500000 Penalty: 3046.954834
	Iteration 44Q: 3 clusters Score -3129870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3129879.750000 Penalty: 3046.954834
	Iteration 45Q: 3 clusters Score -3129880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3129886.750000 Penalty: 3046.954834
	Iteration 46Q: 3 clusters Score -3129887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3129891.500000 Penalty: 3046.954834
	Iteration 47Q: 3 clusters Score -3129892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3129893.750000 Penalty: 3046.954834
	Iteration 48Q: 3 clusters Score -3129894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3129891.500000 Penalty: 3046.954834
	Iteration 49Q: 3 clusters Score -3129892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3129894.500000 Penalty: 3046.954834
	Iteration 50Q: 3 clusters Score -3129894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3129901.750000 Penalty: 3046.954834
	Iteration 51Q: 3 clusters Score -3129902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -3129911.500000 Penalty: 3046.954834
	Iteration 52Q: 3 clusters Score -3129912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3129911.000000 Penalty: 3046.954834
	Iteration 53Q: 3 clusters Score -3129911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3129911.000000 Penalty: 3046.954834
	Iteration 54F: 3 clusters Score -3129911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Entering Unmasked Estep 
Score: -312893.843750 Penalty: 1188.391968
	Iteration 0F: 2 clusters Score -312893.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -310477.312500 Penalty: 2376.783936
	Iteration 0F: 3 clusters Score -310477.3 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -311115.687500 Penalty: 2376.783936
	Iteration 1F: 3 clusters Score -311115.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -311271.656250 Penalty: 2376.783936
	Iteration 2F: 3 clusters Score -311271.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -311355.781250 Penalty: 2376.783936
	Iteration 3Q: 3 clusters Score -311355.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -311409.093750 Penalty: 2376.783936
	Iteration 4Q: 3 clusters Score -311409.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -311451.937500 Penalty: 2376.783936
	Iteration 5Q: 3 clusters Score -311451.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -311483.250000 Penalty: 2376.783936
	Iteration 6Q: 3 clusters Score -311483.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -311512.000000 Penalty: 2376.783936
	Iteration 7Q: 3 clusters Score -311512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -311532.656250 Penalty: 2376.783936
	Iteration 8Q: 3 clusters Score -311532.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -311552.281250 Penalty: 2376.783936
	Iteration 9Q: 3 clusters Score -311552.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -311574.312500 Penalty: 2376.783936
	Iteration 10Q: 3 clusters Score -311574.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -311592.406250 Penalty: 2376.783936
	Iteration 11Q: 3 clusters Score -311592.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -311602.937500 Penalty: 2376.783936
	Iteration 12Q: 3 clusters Score -311602.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -311610.718750 Penalty: 2376.783936
	Iteration 13Q: 3 clusters Score -311610.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -311617.312500 Penalty: 2376.783936
	Iteration 14Q: 3 clusters Score -311617.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -311621.781250 Penalty: 2376.783936
	Iteration 15Q: 3 clusters Score -311621.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -311624.218750 Penalty: 2376.783936
	Iteration 16Q: 3 clusters Score -311624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -311625.875000 Penalty: 2376.783936
	Iteration 17Q: 3 clusters Score -311625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -311625.875000 Penalty: 2376.783936
	Iteration 18F: 3 clusters Score -311625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Entering Unmasked Estep 
Score: -1998707.625000 Penalty: 1457.605469
	Iteration 0F: 2 clusters Score -1998708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1986973.125000 Penalty: 2915.210938
	Iteration 0F: 3 clusters Score -1986973 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1991163.375000 Penalty: 2915.210938
	Iteration 1F: 3 clusters Score -1991163 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1991585.750000 Penalty: 2915.210938
	Iteration 2F: 3 clusters Score -1991586 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1991938.625000 Penalty: 2915.210938
	Iteration 3Q: 3 clusters Score -1991939 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1992259.625000 Penalty: 2915.210938
	Iteration 4Q: 3 clusters Score -1992260 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1992537.500000 Penalty: 2915.210938
	Iteration 5Q: 3 clusters Score -1992538 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1992816.500000 Penalty: 2915.210938
	Iteration 6Q: 3 clusters Score -1992816 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1993150.750000 Penalty: 2915.210938
	Iteration 7Q: 3 clusters Score -1993151 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1993515.625000 Penalty: 2915.210938
	Iteration 8Q: 3 clusters Score -1993516 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1993932.000000 Penalty: 2915.210938
	Iteration 9Q: 3 clusters Score -1993932 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1994358.625000 Penalty: 2915.210938
	Iteration 10Q: 3 clusters Score -1994359 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1994724.000000 Penalty: 2915.210938
	Iteration 11Q: 3 clusters Score -1994724 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1995073.375000 Penalty: 2915.210938
	Iteration 12Q: 3 clusters Score -1995073 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1995417.375000 Penalty: 2915.210938
	Iteration 13Q: 3 clusters Score -1995417 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1995731.875000 Penalty: 2915.210938
	Iteration 14Q: 3 clusters Score -1995732 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1996001.000000 Penalty: 2915.210938
	Iteration 15Q: 3 clusters Score -1996001 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1996257.500000 Penalty: 2915.210938
	Iteration 16Q: 3 clusters Score -1996258 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1996496.500000 Penalty: 2915.210938
	Iteration 17Q: 3 clusters Score -1996496 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1996724.000000 Penalty: 2915.210938
	Iteration 18Q: 3 clusters Score -1996724 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1996898.625000 Penalty: 2915.210938
	Iteration 19Q: 3 clusters Score -1996899 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1997057.250000 Penalty: 2915.210938
	Iteration 20F: 3 clusters Score -1997057 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1997191.500000 Penalty: 2915.210938
	Iteration 21Q: 3 clusters Score -1997192 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1997318.500000 Penalty: 2915.210938
	Iteration 22Q: 3 clusters Score -1997318 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1997410.750000 Penalty: 2915.210938
	Iteration 23Q: 3 clusters Score -1997411 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1997476.500000 Penalty: 2915.210938
	Iteration 24Q: 3 clusters Score -1997476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1997526.500000 Penalty: 2915.210938
	Iteration 25Q: 3 clusters Score -1997526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1997557.000000 Penalty: 2915.210938
	Iteration 26Q: 3 clusters Score -1997557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1997585.000000 Penalty: 2915.210938
	Iteration 27Q: 3 clusters Score -1997585 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1997613.000000 Penalty: 2915.210938
	Iteration 28Q: 3 clusters Score -1997613 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1997637.500000 Penalty: 2915.210938
	Iteration 29Q: 3 clusters Score -1997638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1997663.875000 Penalty: 2915.210938
	Iteration 30Q: 3 clusters Score -1997664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1997672.125000 Penalty: 2915.210938
	Iteration 31Q: 3 clusters Score -1997672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1997687.125000 Penalty: 2915.210938
	Iteration 32Q: 3 clusters Score -1997687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1997696.125000 Penalty: 2915.210938
	Iteration 33Q: 3 clusters Score -1997696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1997702.875000 Penalty: 2915.210938
	Iteration 34Q: 3 clusters Score -1997703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1997714.375000 Penalty: 2915.210938
	Iteration 35Q: 3 clusters Score -1997714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1997724.500000 Penalty: 2915.210938
	Iteration 36Q: 3 clusters Score -1997724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1997731.625000 Penalty: 2915.210938
	Iteration 37Q: 3 clusters Score -1997732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1997748.500000 Penalty: 2915.210938
	Iteration 38Q: 3 clusters Score -1997748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1997758.375000 Penalty: 2915.210938
	Iteration 39Q: 3 clusters Score -1997758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1997768.125000 Penalty: 2915.210938
	Iteration 40F: 3 clusters Score -1997768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1997774.125000 Penalty: 2915.210938
	Iteration 41Q: 3 clusters Score -1997774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1997781.375000 Penalty: 2915.210938
	Iteration 42Q: 3 clusters Score -1997781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1997786.875000 Penalty: 2915.210938
	Iteration 43Q: 3 clusters Score -1997787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1997792.375000 Penalty: 2915.210938
	Iteration 44Q: 3 clusters Score -1997792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1997793.625000 Penalty: 2915.210938
	Iteration 45Q: 3 clusters Score -1997794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1997797.500000 Penalty: 2915.210938
	Iteration 46Q: 3 clusters Score -1997798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1997799.000000 Penalty: 2915.210938
	Iteration 47Q: 3 clusters Score -1997799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1997799.000000 Penalty: 2915.210938
	Iteration 48F: 3 clusters Score -1997799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Entering Unmasked Estep 
Score: -4658820.000000 Penalty: 1585.579468
	Iteration 0F: 2 clusters Score -4658820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -4631287.500000 Penalty: 3171.158936
	Iteration 0F: 3 clusters Score -4631288 nChanged 19471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4642135.500000 Penalty: 3171.158936
	Iteration 1F: 3 clusters Score -4642136 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4642835.500000 Penalty: 3171.158936
	Iteration 2Q: 3 clusters Score -4642836 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -4643545.500000 Penalty: 3171.158936
	Iteration 3Q: 3 clusters Score -4643546 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4644236.000000 Penalty: 3171.158936
	Iteration 4Q: 3 clusters Score -4644236 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4644922.000000 Penalty: 3171.158936
	Iteration 5Q: 3 clusters Score -4644922 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -4645628.000000 Penalty: 3171.158936
	Iteration 6Q: 3 clusters Score -4645628 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4646324.000000 Penalty: 3171.158936
	Iteration 7Q: 3 clusters Score -4646324 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4647108.500000 Penalty: 3171.158936
	Iteration 8Q: 3 clusters Score -4647108 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -4648066.500000 Penalty: 3171.158936
	Iteration 9Q: 3 clusters Score -4648066 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -4649089.500000 Penalty: 3171.158936
	Iteration 10Q: 3 clusters Score -4649090 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4650075.500000 Penalty: 3171.158936
	Iteration 11Q: 3 clusters Score -4650076 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4650992.500000 Penalty: 3171.158936
	Iteration 12Q: 3 clusters Score -4650992 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -4651906.000000 Penalty: 3171.158936
	Iteration 13Q: 3 clusters Score -4651906 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -4652848.500000 Penalty: 3171.158936
	Iteration 14Q: 3 clusters Score -4652848 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -4653739.000000 Penalty: 3171.158936
	Iteration 15Q: 3 clusters Score -4653739 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -4654569.000000 Penalty: 3171.158936
	Iteration 16Q: 3 clusters Score -4654569 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -4655384.000000 Penalty: 3171.158936
	Iteration 17Q: 3 clusters Score -4655384 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -4656089.000000 Penalty: 3171.158936
	Iteration 18Q: 3 clusters Score -4656089 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -4656615.500000 Penalty: 3171.158936
	Iteration 19Q: 3 clusters Score -4656616 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -4656971.000000 Penalty: 3171.158936
	Iteration 20F: 3 clusters Score -4656971 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -4657208.500000 Penalty: 3171.158936
	Iteration 21Q: 3 clusters Score -4657208 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -4657367.000000 Penalty: 3171.158936
	Iteration 22Q: 3 clusters Score -4657367 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -4657460.500000 Penalty: 3171.158936
	Iteration 23Q: 3 clusters Score -4657460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4657519.500000 Penalty: 3171.158936
	Iteration 24Q: 3 clusters Score -4657520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -4657566.000000 Penalty: 3171.158936
	Iteration 25Q: 3 clusters Score -4657566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -4657594.000000 Penalty: 3171.158936
	Iteration 26Q: 3 clusters Score -4657594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -4657616.500000 Penalty: 3171.158936
	Iteration 27Q: 3 clusters Score -4657616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -4657625.500000 Penalty: 3171.158936
	Iteration 28Q: 3 clusters Score -4657626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -4657654.000000 Penalty: 3171.158936
	Iteration 29Q: 3 clusters Score -4657654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -4657671.000000 Penalty: 3171.158936
	Iteration 30Q: 3 clusters Score -4657671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -4657675.500000 Penalty: 3171.158936
	Iteration 31Q: 3 clusters Score -4657676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -4657679.000000 Penalty: 3171.158936
	Iteration 32Q: 3 clusters Score -4657679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -4657690.500000 Penalty: 3171.158936
	Iteration 33Q: 3 clusters Score -4657690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -4657688.000000 Penalty: 3171.158936
	Iteration 34Q: 3 clusters Score -4657688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -4657702.000000 Penalty: 3171.158936
	Iteration 35Q: 3 clusters Score -4657702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -4657708.500000 Penalty: 3171.158936
	Iteration 36Q: 3 clusters Score -4657708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -4657712.000000 Penalty: 3171.158936
	Iteration 37Q: 3 clusters Score -4657712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -4657713.000000 Penalty: 3171.158936
	Iteration 38Q: 3 clusters Score -4657713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -4657712.500000 Penalty: 3171.158936
	Iteration 39Q: 3 clusters Score -4657712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -4657715.000000 Penalty: 3171.158936
	Iteration 40F: 3 clusters Score -4657715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -4657715.500000 Penalty: 3171.158936
	Iteration 41Q: 3 clusters Score -4657716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -4657714.000000 Penalty: 3171.158936
	Iteration 42Q: 3 clusters Score -4657714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -4657714.000000 Penalty: 3171.158936
	Iteration 43F: 3 clusters Score -4657714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Entering Unmasked Estep 
Score: -1678970.500000 Penalty: 1430.663208
	Iteration 0F: 2 clusters Score -1678970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1669098.750000 Penalty: 2861.326416
	Iteration 0F: 3 clusters Score -1669099 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1672551.625000 Penalty: 2861.326416
	Iteration 1F: 3 clusters Score -1672552 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1673009.875000 Penalty: 2861.326416
	Iteration 2F: 3 clusters Score -1673010 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1673443.250000 Penalty: 2861.326416
	Iteration 3F: 3 clusters Score -1673443 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1673896.500000 Penalty: 2861.326416
	Iteration 4F: 3 clusters Score -1673896 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1674375.625000 Penalty: 2861.326416
	Iteration 5F: 3 clusters Score -1674376 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1674818.125000 Penalty: 2861.326416
	Iteration 6F: 3 clusters Score -1674818 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1675240.125000 Penalty: 2861.326416
	Iteration 7F: 3 clusters Score -1675240 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1675609.875000 Penalty: 2861.326416
	Iteration 8Q: 3 clusters Score -1675610 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1675888.500000 Penalty: 2861.326416
	Iteration 9Q: 3 clusters Score -1675888 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1676146.875000 Penalty: 2861.326416
	Iteration 10Q: 3 clusters Score -1676147 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1676345.125000 Penalty: 2861.326416
	Iteration 11Q: 3 clusters Score -1676345 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1676507.250000 Penalty: 2861.326416
	Iteration 12Q: 3 clusters Score -1676507 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1676657.500000 Penalty: 2861.326416
	Iteration 13Q: 3 clusters Score -1676658 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1676789.625000 Penalty: 2861.326416
	Iteration 14Q: 3 clusters Score -1676790 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1676908.750000 Penalty: 2861.326416
	Iteration 15Q: 3 clusters Score -1676909 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1677048.125000 Penalty: 2861.326416
	Iteration 16Q: 3 clusters Score -1677048 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1677157.250000 Penalty: 2861.326416
	Iteration 17Q: 3 clusters Score -1677157 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1677254.375000 Penalty: 2861.326416
	Iteration 18Q: 3 clusters Score -1677254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1677333.875000 Penalty: 2861.326416
	Iteration 19Q: 3 clusters Score -1677334 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1677400.875000 Penalty: 2861.326416
	Iteration 20F: 3 clusters Score -1677401 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1677462.250000 Penalty: 2861.326416
	Iteration 21Q: 3 clusters Score -1677462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1677530.375000 Penalty: 2861.326416
	Iteration 22Q: 3 clusters Score -1677530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1677573.000000 Penalty: 2861.326416
	Iteration 23Q: 3 clusters Score -1677573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1677610.750000 Penalty: 2861.326416
	Iteration 24Q: 3 clusters Score -1677611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1677638.875000 Penalty: 2861.326416
	Iteration 25Q: 3 clusters Score -1677639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1677662.750000 Penalty: 2861.326416
	Iteration 26Q: 3 clusters Score -1677663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1677680.375000 Penalty: 2861.326416
	Iteration 27Q: 3 clusters Score -1677680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1677704.375000 Penalty: 2861.326416
	Iteration 28Q: 3 clusters Score -1677704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1677722.000000 Penalty: 2861.326416
	Iteration 29Q: 3 clusters Score -1677722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1677738.875000 Penalty: 2861.326416
	Iteration 30Q: 3 clusters Score -1677739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1677765.125000 Penalty: 2861.326416
	Iteration 31Q: 3 clusters Score -1677765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1677784.500000 Penalty: 2861.326416
	Iteration 32Q: 3 clusters Score -1677784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1677797.875000 Penalty: 2861.326416
	Iteration 33Q: 3 clusters Score -1677798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1677800.625000 Penalty: 2861.326416
	Iteration 34Q: 3 clusters Score -1677801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1677810.875000 Penalty: 2861.326416
	Iteration 35Q: 3 clusters Score -1677811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1677827.625000 Penalty: 2861.326416
	Iteration 36Q: 3 clusters Score -1677828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1677838.875000 Penalty: 2861.326416
	Iteration 37Q: 3 clusters Score -1677839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1677847.500000 Penalty: 2861.326416
	Iteration 38Q: 3 clusters Score -1677848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1677849.000000 Penalty: 2861.326416
	Iteration 39Q: 3 clusters Score -1677849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1677861.250000 Penalty: 2861.326416
	Iteration 40F: 3 clusters Score -1677861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1677870.375000 Penalty: 2861.326416
	Iteration 41Q: 3 clusters Score -1677870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1677876.750000 Penalty: 2861.326416
	Iteration 42Q: 3 clusters Score -1677877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1677883.125000 Penalty: 2861.326416
	Iteration 43Q: 3 clusters Score -1677883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1677882.000000 Penalty: 2861.326416
	Iteration 44Q: 3 clusters Score -1677882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1677894.375000 Penalty: 2861.326416
	Iteration 45Q: 3 clusters Score -1677894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1677896.625000 Penalty: 2861.326416
	Iteration 46Q: 3 clusters Score -1677897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1677897.250000 Penalty: 2861.326416
	Iteration 47Q: 3 clusters Score -1677897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1677897.250000 Penalty: 2861.326416
	Iteration 48F: 3 clusters Score -1677897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Entering Unmasked Estep 
Score: -513628.343750 Penalty: 1269.045166
	Iteration 0F: 2 clusters Score -513628.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -509904.062500 Penalty: 2538.090332
	Iteration 0F: 3 clusters Score -509904.1 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -511061.156250 Penalty: 2538.090332
	Iteration 1F: 3 clusters Score -511061.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -511329.500000 Penalty: 2538.090332
	Iteration 2F: 3 clusters Score -511329.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -511521.687500 Penalty: 2538.090332
	Iteration 3F: 3 clusters Score -511521.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -511711.375000 Penalty: 2538.090332
	Iteration 4Q: 3 clusters Score -511711.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -511944.812500 Penalty: 2538.090332
	Iteration 5F: 3 clusters Score -511944.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -512246.718750 Penalty: 2538.090332
	Iteration 6F: 3 clusters Score -512246.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -512630.187500 Penalty: 2538.090332
	Iteration 7F: 3 clusters Score -512630.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -513049.968750 Penalty: 2538.090332
	Iteration 8F: 3 clusters Score -513050 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -513502.312500 Penalty: 2538.090332
	Iteration 9F: 3 clusters Score -513502.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -513849.093750 Penalty: 2538.090332
	Iteration 10F: 3 clusters Score -513849.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -514114.968750 Penalty: 2538.090332
	Iteration 11Q: 3 clusters Score -514115 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -514371.031250 Penalty: 2538.090332
	Iteration 12Q: 3 clusters Score -514371 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -514549.812500 Penalty: 2538.090332
	Iteration 13Q: 3 clusters Score -514549.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -514670.343750 Penalty: 2538.090332
	Iteration 14Q: 3 clusters Score -514670.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -514736.718750 Penalty: 2538.090332
	Iteration 15Q: 3 clusters Score -514736.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -514782.468750 Penalty: 2538.090332
	Iteration 16Q: 3 clusters Score -514782.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -514816.656250 Penalty: 2538.090332
	Iteration 17Q: 3 clusters Score -514816.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -514842.843750 Penalty: 2538.090332
	Iteration 18Q: 3 clusters Score -514842.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -514858.312500 Penalty: 2538.090332
	Iteration 19Q: 3 clusters Score -514858.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -514872.312500 Penalty: 2538.090332
	Iteration 20F: 3 clusters Score -514872.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -514881.312500 Penalty: 2538.090332
	Iteration 21Q: 3 clusters Score -514881.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -514886.218750 Penalty: 2538.090332
	Iteration 22Q: 3 clusters Score -514886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -514888.718750 Penalty: 2538.090332
	Iteration 23Q: 3 clusters Score -514888.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -514891.750000 Penalty: 2538.090332
	Iteration 24Q: 3 clusters Score -514891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -514892.437500 Penalty: 2538.090332
	Iteration 25Q: 3 clusters Score -514892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -514892.468750 Penalty: 2538.090332
	Iteration 26Q: 3 clusters Score -514892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -514892.468750 Penalty: 2538.090332
	Iteration 27F: 3 clusters Score -514892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 27957 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 42437 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 2243 members 
Mstep: Class 8 contains 85537 members 
Mstep: Class 9 contains 1585 members 
Mstep: Class 10 contains 2718 members 
Mstep: Class 11 contains 24434 members 
Mstep: Class 12 contains 16693 members 
Mstep: Class 13 contains 64756 members 
Mstep: Class 14 contains 40438 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 2814 members 
Mstep: Class 17 contains 87613 members 
Mstep: Class 18 contains 36980 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 93506 members 
Mstep: Class 22 contains 28653 members 
Mstep: Class 24 contains 38145 members 
Mstep: Class 25 contains 23622 members 
Mstep: Class 26 contains 2401 members 
Mstep: Class 27 contains 29044 members 
Mstep: Class 28 contains 28639 members 
Entering Unmasked Estep 
Score: -78744616.000000 Penalty: 52258.027344
Splitting cluster 7 changes total score from -78744024.000000 to -78744616.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (85537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Entering Unmasked Estep 
Score: -9360275.000000 Penalty: 1689.877686
	Iteration 0F: 2 clusters Score -9360275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -9304079.000000 Penalty: 3379.755371
	Iteration 0F: 3 clusters Score -9304079 nChanged 40362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -9327525.000000 Penalty: 3379.755371
	Iteration 1F: 3 clusters Score -9327525 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -9328978.000000 Penalty: 3379.755371
	Iteration 2Q: 3 clusters Score -9328978 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -9331346.000000 Penalty: 3379.755371
	Iteration 3F: 3 clusters Score -9331346 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -9334872.000000 Penalty: 3379.755371
	Iteration 4F: 3 clusters Score -9334872 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -9339771.000000 Penalty: 3379.755371
	Iteration 5F: 3 clusters Score -9339771 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -9345735.000000 Penalty: 3379.755371
	Iteration 6F: 3 clusters Score -9345735 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -9351416.000000 Penalty: 3379.755371
	Iteration 7F: 3 clusters Score -9351416 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -9355374.000000 Penalty: 3379.755371
	Iteration 8Q: 3 clusters Score -9355374 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9357513.000000 Penalty: 3379.755371
	Iteration 9Q: 3 clusters Score -9357513 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9358329.000000 Penalty: 3379.755371
	Iteration 10Q: 3 clusters Score -9358329 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9358616.000000 Penalty: 3379.755371
	Iteration 11Q: 3 clusters Score -9358616 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9358728.000000 Penalty: 3379.755371
	Iteration 12Q: 3 clusters Score -9358728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9358789.000000 Penalty: 3379.755371
	Iteration 13Q: 3 clusters Score -9358789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9358829.000000 Penalty: 3379.755371
	Iteration 14Q: 3 clusters Score -9358829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85307 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9358862.000000 Penalty: 3379.755371
	Iteration 15Q: 3 clusters Score -9358862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85312 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9358870.000000 Penalty: 3379.755371
	Iteration 16Q: 3 clusters Score -9358870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9358880.000000 Penalty: 3379.755371
	Iteration 17Q: 3 clusters Score -9358880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9358886.000000 Penalty: 3379.755371
	Iteration 18Q: 3 clusters Score -9358886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9358890.000000 Penalty: 3379.755371
	Iteration 19Q: 3 clusters Score -9358890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9358890.000000 Penalty: 3379.755371
	Iteration 20F: 3 clusters Score -9358890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -170802.968750 Penalty: 1096.408936
	Iteration 0F: 2 clusters Score -170803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -169173.421875 Penalty: 2192.817871
	Iteration 0F: 3 clusters Score -169173.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -169519.234375 Penalty: 2192.817871
	Iteration 1F: 3 clusters Score -169519.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -169613.140625 Penalty: 2192.817871
	Iteration 2F: 3 clusters Score -169613.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -169664.859375 Penalty: 2192.817871
	Iteration 3Q: 3 clusters Score -169664.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169693.593750 Penalty: 2192.817871
	Iteration 4Q: 3 clusters Score -169693.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -169709.515625 Penalty: 2192.817871
	Iteration 5Q: 3 clusters Score -169709.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -169721.656250 Penalty: 2192.817871
	Iteration 6Q: 3 clusters Score -169721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -169725.484375 Penalty: 2192.817871
	Iteration 7Q: 3 clusters Score -169725.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -169728.390625 Penalty: 2192.817871
	Iteration 8Q: 3 clusters Score -169728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -169730.203125 Penalty: 2192.817871
	Iteration 9Q: 3 clusters Score -169730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -169732.031250 Penalty: 2192.817871
	Iteration 10Q: 3 clusters Score -169732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -169735.343750 Penalty: 2192.817871
	Iteration 11Q: 3 clusters Score -169735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -169739.531250 Penalty: 2192.817871
	Iteration 12Q: 3 clusters Score -169739.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -169742.328125 Penalty: 2192.817871
	Iteration 13Q: 3 clusters Score -169742.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -169745.671875 Penalty: 2192.817871
	Iteration 14Q: 3 clusters Score -169745.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -169747.281250 Penalty: 2192.817871
	Iteration 15Q: 3 clusters Score -169747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -169747.484375 Penalty: 2192.817871
	Iteration 16Q: 3 clusters Score -169747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -169748.296875 Penalty: 2192.817871
	Iteration 17Q: 3 clusters Score -169748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -169749.875000 Penalty: 2192.817871
	Iteration 18Q: 3 clusters Score -169749.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -169750.640625 Penalty: 2192.817871
	Iteration 19Q: 3 clusters Score -169750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -169751.046875 Penalty: 2192.817871
	Iteration 20F: 3 clusters Score -169751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -294281.531250 Penalty: 1176.658569
	Iteration 0F: 2 clusters Score -294281.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -291982.687500 Penalty: 2353.317139
	Iteration 0F: 3 clusters Score -291982.7 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -292560.875000 Penalty: 2353.317139
	Iteration 1F: 3 clusters Score -292560.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -292698.375000 Penalty: 2353.317139
	Iteration 2F: 3 clusters Score -292698.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -292795.750000 Penalty: 2353.317139
	Iteration 3Q: 3 clusters Score -292795.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -292869.000000 Penalty: 2353.317139
	Iteration 4Q: 3 clusters Score -292869 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -292947.906250 Penalty: 2353.317139
	Iteration 5Q: 3 clusters Score -292947.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -293012.906250 Penalty: 2353.317139
	Iteration 6Q: 3 clusters Score -293012.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -293064.718750 Penalty: 2353.317139
	Iteration 7Q: 3 clusters Score -293064.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -293098.906250 Penalty: 2353.317139
	Iteration 8Q: 3 clusters Score -293098.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -293130.000000 Penalty: 2353.317139
	Iteration 9Q: 3 clusters Score -293130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -293152.343750 Penalty: 2353.317139
	Iteration 10Q: 3 clusters Score -293152.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -293167.343750 Penalty: 2353.317139
	Iteration 11Q: 3 clusters Score -293167.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -293180.312500 Penalty: 2353.317139
	Iteration 12Q: 3 clusters Score -293180.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -293191.937500 Penalty: 2353.317139
	Iteration 13Q: 3 clusters Score -293191.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -293200.781250 Penalty: 2353.317139
	Iteration 14Q: 3 clusters Score -293200.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -293204.562500 Penalty: 2353.317139
	Iteration 15Q: 3 clusters Score -293204.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -293212.218750 Penalty: 2353.317139
	Iteration 16Q: 3 clusters Score -293212.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -293218.843750 Penalty: 2353.317139
	Iteration 17Q: 3 clusters Score -293218.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -293226.875000 Penalty: 2353.317139
	Iteration 18Q: 3 clusters Score -293226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -293232.062500 Penalty: 2353.317139
	Iteration 19Q: 3 clusters Score -293232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -293236.125000 Penalty: 2353.317139
	Iteration 20F: 3 clusters Score -293236.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -293239.500000 Penalty: 2353.317139
	Iteration 21Q: 3 clusters Score -293239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -293240.625000 Penalty: 2353.317139
	Iteration 22Q: 3 clusters Score -293240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -293241.437500 Penalty: 2353.317139
	Iteration 23Q: 3 clusters Score -293241.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -293241.437500 Penalty: 2353.317139
	Iteration 24F: 3 clusters Score -293241.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Entering Unmasked Estep 
Score: -2738884.750000 Penalty: 1503.435181
	Iteration 0F: 2 clusters Score -2738885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2723101.250000 Penalty: 3006.870361
	Iteration 0F: 3 clusters Score -2723101 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2728852.750000 Penalty: 3006.870361
	Iteration 1F: 3 clusters Score -2728853 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2729429.500000 Penalty: 3006.870361
	Iteration 2F: 3 clusters Score -2729430 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2730018.250000 Penalty: 3006.870361
	Iteration 3F: 3 clusters Score -2730018 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2730722.750000 Penalty: 3006.870361
	Iteration 4F: 3 clusters Score -2730723 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2731587.250000 Penalty: 3006.870361
	Iteration 5F: 3 clusters Score -2731587 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2732653.500000 Penalty: 3006.870361
	Iteration 6F: 3 clusters Score -2732654 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2733922.500000 Penalty: 3006.870361
	Iteration 7F: 3 clusters Score -2733922 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2735066.750000 Penalty: 3006.870361
	Iteration 8F: 3 clusters Score -2735067 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2736062.750000 Penalty: 3006.870361
	Iteration 9Q: 3 clusters Score -2736063 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2736746.750000 Penalty: 3006.870361
	Iteration 10Q: 3 clusters Score -2736747 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2737109.250000 Penalty: 3006.870361
	Iteration 11Q: 3 clusters Score -2737109 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2737332.750000 Penalty: 3006.870361
	Iteration 12Q: 3 clusters Score -2737333 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2737458.000000 Penalty: 3006.870361
	Iteration 13Q: 3 clusters Score -2737458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2737516.500000 Penalty: 3006.870361
	Iteration 14Q: 3 clusters Score -2737516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2737574.750000 Penalty: 3006.870361
	Iteration 15Q: 3 clusters Score -2737575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2737605.750000 Penalty: 3006.870361
	Iteration 16Q: 3 clusters Score -2737606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2737627.000000 Penalty: 3006.870361
	Iteration 17Q: 3 clusters Score -2737627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2737640.750000 Penalty: 3006.870361
	Iteration 18Q: 3 clusters Score -2737641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2737648.750000 Penalty: 3006.870361
	Iteration 19Q: 3 clusters Score -2737649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2737656.000000 Penalty: 3006.870361
	Iteration 20F: 3 clusters Score -2737656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2737657.250000 Penalty: 3006.870361
	Iteration 21Q: 3 clusters Score -2737657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2737660.750000 Penalty: 3006.870361
	Iteration 22Q: 3 clusters Score -2737661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2737662.000000 Penalty: 3006.870361
	Iteration 23Q: 3 clusters Score -2737662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2737667.250000 Penalty: 3006.870361
	Iteration 24Q: 3 clusters Score -2737667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2737666.500000 Penalty: 3006.870361
	Iteration 25Q: 3 clusters Score -2737666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2737666.000000 Penalty: 3006.870361
	Iteration 26Q: 3 clusters Score -2737666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2737667.250000 Penalty: 3006.870361
	Iteration 27Q: 3 clusters Score -2737667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2737667.250000 Penalty: 3006.870361
	Iteration 28F: 3 clusters Score -2737667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Entering Unmasked Estep 
Score: -1868662.250000 Penalty: 1446.744507
	Iteration 0F: 2 clusters Score -1868662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1857746.875000 Penalty: 2893.489014
	Iteration 0F: 3 clusters Score -1857747 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1861555.250000 Penalty: 2893.489014
	Iteration 1F: 3 clusters Score -1861555 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1861911.750000 Penalty: 2893.489014
	Iteration 2F: 3 clusters Score -1861912 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1862179.625000 Penalty: 2893.489014
	Iteration 3Q: 3 clusters Score -1862180 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1862378.125000 Penalty: 2893.489014
	Iteration 4Q: 3 clusters Score -1862378 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1862546.750000 Penalty: 2893.489014
	Iteration 5Q: 3 clusters Score -1862547 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1862713.875000 Penalty: 2893.489014
	Iteration 6Q: 3 clusters Score -1862714 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1862874.000000 Penalty: 2893.489014
	Iteration 7Q: 3 clusters Score -1862874 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1863030.125000 Penalty: 2893.489014
	Iteration 8Q: 3 clusters Score -1863030 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1863179.875000 Penalty: 2893.489014
	Iteration 9Q: 3 clusters Score -1863180 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1863327.625000 Penalty: 2893.489014
	Iteration 10Q: 3 clusters Score -1863328 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1863476.375000 Penalty: 2893.489014
	Iteration 11Q: 3 clusters Score -1863476 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1863635.000000 Penalty: 2893.489014
	Iteration 12Q: 3 clusters Score -1863635 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1863788.375000 Penalty: 2893.489014
	Iteration 13Q: 3 clusters Score -1863788 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1863934.750000 Penalty: 2893.489014
	Iteration 14Q: 3 clusters Score -1863935 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1864073.000000 Penalty: 2893.489014
	Iteration 15Q: 3 clusters Score -1864073 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1864192.500000 Penalty: 2893.489014
	Iteration 16Q: 3 clusters Score -1864192 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1864297.750000 Penalty: 2893.489014
	Iteration 17Q: 3 clusters Score -1864298 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1864383.000000 Penalty: 2893.489014
	Iteration 18Q: 3 clusters Score -1864383 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1864450.500000 Penalty: 2893.489014
	Iteration 19Q: 3 clusters Score -1864450 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1864514.375000 Penalty: 2893.489014
	Iteration 20F: 3 clusters Score -1864514 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1864586.250000 Penalty: 2893.489014
	Iteration 21Q: 3 clusters Score -1864586 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1864654.125000 Penalty: 2893.489014
	Iteration 22Q: 3 clusters Score -1864654 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1864721.000000 Penalty: 2893.489014
	Iteration 23Q: 3 clusters Score -1864721 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1864785.625000 Penalty: 2893.489014
	Iteration 24Q: 3 clusters Score -1864786 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1864870.625000 Penalty: 2893.489014
	Iteration 25Q: 3 clusters Score -1864871 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1864978.750000 Penalty: 2893.489014
	Iteration 26Q: 3 clusters Score -1864979 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1865093.500000 Penalty: 2893.489014
	Iteration 27Q: 3 clusters Score -1865094 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1865228.125000 Penalty: 2893.489014
	Iteration 28Q: 3 clusters Score -1865228 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1865379.250000 Penalty: 2893.489014
	Iteration 29Q: 3 clusters Score -1865379 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1865553.000000 Penalty: 2893.489014
	Iteration 30Q: 3 clusters Score -1865553 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1865767.500000 Penalty: 2893.489014
	Iteration 31Q: 3 clusters Score -1865768 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1866004.750000 Penalty: 2893.489014
	Iteration 32Q: 3 clusters Score -1866005 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1866242.750000 Penalty: 2893.489014
	Iteration 33Q: 3 clusters Score -1866243 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1866472.875000 Penalty: 2893.489014
	Iteration 34Q: 3 clusters Score -1866473 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1866726.250000 Penalty: 2893.489014
	Iteration 35Q: 3 clusters Score -1866726 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1866943.000000 Penalty: 2893.489014
	Iteration 36Q: 3 clusters Score -1866943 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1867082.750000 Penalty: 2893.489014
	Iteration 37Q: 3 clusters Score -1867083 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1867199.375000 Penalty: 2893.489014
	Iteration 38Q: 3 clusters Score -1867199 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1867277.625000 Penalty: 2893.489014
	Iteration 39Q: 3 clusters Score -1867278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1867337.375000 Penalty: 2893.489014
	Iteration 40F: 3 clusters Score -1867337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1867383.875000 Penalty: 2893.489014
	Iteration 41Q: 3 clusters Score -1867384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1867408.875000 Penalty: 2893.489014
	Iteration 42Q: 3 clusters Score -1867409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1867438.500000 Penalty: 2893.489014
	Iteration 43Q: 3 clusters Score -1867438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1867451.000000 Penalty: 2893.489014
	Iteration 44Q: 3 clusters Score -1867451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1867471.250000 Penalty: 2893.489014
	Iteration 45Q: 3 clusters Score -1867471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1867479.375000 Penalty: 2893.489014
	Iteration 46Q: 3 clusters Score -1867479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1867481.375000 Penalty: 2893.489014
	Iteration 47Q: 3 clusters Score -1867481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1867488.000000 Penalty: 2893.489014
	Iteration 48Q: 3 clusters Score -1867488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1867489.250000 Penalty: 2893.489014
	Iteration 49Q: 3 clusters Score -1867489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1867492.500000 Penalty: 2893.489014
	Iteration 50Q: 3 clusters Score -1867492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1867493.625000 Penalty: 2893.489014
	Iteration 51Q: 3 clusters Score -1867494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1867498.250000 Penalty: 2893.489014
	Iteration 52Q: 3 clusters Score -1867498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1867503.375000 Penalty: 2893.489014
	Iteration 53Q: 3 clusters Score -1867503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1867505.625000 Penalty: 2893.489014
	Iteration 54Q: 3 clusters Score -1867506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1867509.375000 Penalty: 2893.489014
	Iteration 55Q: 3 clusters Score -1867509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1867512.250000 Penalty: 2893.489014
	Iteration 56Q: 3 clusters Score -1867512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1867519.000000 Penalty: 2893.489014
	Iteration 57Q: 3 clusters Score -1867519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1867518.625000 Penalty: 2893.489014
	Iteration 58Q: 3 clusters Score -1867519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1867520.500000 Penalty: 2893.489014
	Iteration 59Q: 3 clusters Score -1867520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1867521.250000 Penalty: 2893.489014
	Iteration 60F: 3 clusters Score -1867521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1867524.125000 Penalty: 2893.489014
	Iteration 61Q: 3 clusters Score -1867524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1867525.125000 Penalty: 2893.489014
	Iteration 62Q: 3 clusters Score -1867525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1867525.125000 Penalty: 2893.489014
	Iteration 63F: 3 clusters Score -1867525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Entering Unmasked Estep 
Score: -7093945.000000 Penalty: 1648.463257
	Iteration 0F: 2 clusters Score -7093945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -7051930.000000 Penalty: 3296.926514
	Iteration 0F: 3 clusters Score -7051930 nChanged 29926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -7068665.500000 Penalty: 3296.926514
	Iteration 1F: 3 clusters Score -7068666 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -7069850.000000 Penalty: 3296.926514
	Iteration 2Q: 3 clusters Score -7069850 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -7071565.000000 Penalty: 3296.926514
	Iteration 3F: 3 clusters Score -7071565 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -7073870.500000 Penalty: 3296.926514
	Iteration 4F: 3 clusters Score -7073870 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -7076782.000000 Penalty: 3296.926514
	Iteration 5F: 3 clusters Score -7076782 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -7080095.000000 Penalty: 3296.926514
	Iteration 6F: 3 clusters Score -7080095 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -7083333.000000 Penalty: 3296.926514
	Iteration 7F: 3 clusters Score -7083333 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -7086288.000000 Penalty: 3296.926514
	Iteration 8F: 3 clusters Score -7086288 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -7088868.500000 Penalty: 3296.926514
	Iteration 9Q: 3 clusters Score -7088868 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -7090759.000000 Penalty: 3296.926514
	Iteration 10Q: 3 clusters Score -7090759 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -7091904.000000 Penalty: 3296.926514
	Iteration 11Q: 3 clusters Score -7091904 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -7092519.500000 Penalty: 3296.926514
	Iteration 12Q: 3 clusters Score -7092520 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -7092807.500000 Penalty: 3296.926514
	Iteration 13Q: 3 clusters Score -7092808 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -7092927.500000 Penalty: 3296.926514
	Iteration 14Q: 3 clusters Score -7092928 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -7092992.000000 Penalty: 3296.926514
	Iteration 15Q: 3 clusters Score -7092992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -7093018.500000 Penalty: 3296.926514
	Iteration 16Q: 3 clusters Score -7093018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -7093037.000000 Penalty: 3296.926514
	Iteration 17Q: 3 clusters Score -7093037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -7093063.500000 Penalty: 3296.926514
	Iteration 18Q: 3 clusters Score -7093064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -7093091.500000 Penalty: 3296.926514
	Iteration 19Q: 3 clusters Score -7093092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -7093109.000000 Penalty: 3296.926514
	Iteration 20F: 3 clusters Score -7093109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -7093127.000000 Penalty: 3296.926514
	Iteration 21Q: 3 clusters Score -7093127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -7093136.500000 Penalty: 3296.926514
	Iteration 22Q: 3 clusters Score -7093136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -7093152.000000 Penalty: 3296.926514
	Iteration 23Q: 3 clusters Score -7093152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -7093145.500000 Penalty: 3296.926514
	Iteration 24Q: 3 clusters Score -7093146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -7093146.500000 Penalty: 3296.926514
	Iteration 25Q: 3 clusters Score -7093146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -7093156.000000 Penalty: 3296.926514
	Iteration 26Q: 3 clusters Score -7093156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -7093150.500000 Penalty: 3296.926514
	Iteration 27Q: 3 clusters Score -7093150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -7093151.000000 Penalty: 3296.926514
	Iteration 28Q: 3 clusters Score -7093151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -7093147.500000 Penalty: 3296.926514
	Iteration 29Q: 3 clusters Score -7093148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -7093148.000000 Penalty: 3296.926514
	Iteration 30Q: 3 clusters Score -7093148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -7093152.500000 Penalty: 3296.926514
	Iteration 31Q: 3 clusters Score -7093152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -7093153.500000 Penalty: 3296.926514
	Iteration 32Q: 3 clusters Score -7093154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -7093157.000000 Penalty: 3296.926514
	Iteration 33Q: 3 clusters Score -7093157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -7093157.000000 Penalty: 3296.926514
	Iteration 34F: 3 clusters Score -7093157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Entering Unmasked Estep 
Score: -4461374.500000 Penalty: 1578.399780
	Iteration 0F: 2 clusters Score -4461374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -4435218.000000 Penalty: 3156.799561
	Iteration 0F: 3 clusters Score -4435218 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4445417.500000 Penalty: 3156.799561
	Iteration 1F: 3 clusters Score -4445418 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -4446101.500000 Penalty: 3156.799561
	Iteration 2Q: 3 clusters Score -4446102 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4446797.000000 Penalty: 3156.799561
	Iteration 3Q: 3 clusters Score -4446797 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4447522.000000 Penalty: 3156.799561
	Iteration 4Q: 3 clusters Score -4447522 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4448250.500000 Penalty: 3156.799561
	Iteration 5Q: 3 clusters Score -4448250 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4448975.500000 Penalty: 3156.799561
	Iteration 6Q: 3 clusters Score -4448976 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4449765.500000 Penalty: 3156.799561
	Iteration 7Q: 3 clusters Score -4449766 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4450510.000000 Penalty: 3156.799561
	Iteration 8Q: 3 clusters Score -4450510 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4451308.500000 Penalty: 3156.799561
	Iteration 9Q: 3 clusters Score -4451308 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -4452228.000000 Penalty: 3156.799561
	Iteration 10Q: 3 clusters Score -4452228 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -4453380.500000 Penalty: 3156.799561
	Iteration 11Q: 3 clusters Score -4453380 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4454700.000000 Penalty: 3156.799561
	Iteration 12Q: 3 clusters Score -4454700 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -4456228.500000 Penalty: 3156.799561
	Iteration 13Q: 3 clusters Score -4456228 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4457715.500000 Penalty: 3156.799561
	Iteration 14Q: 3 clusters Score -4457716 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4458773.500000 Penalty: 3156.799561
	Iteration 15Q: 3 clusters Score -4458774 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4459391.000000 Penalty: 3156.799561
	Iteration 16Q: 3 clusters Score -4459391 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4459711.000000 Penalty: 3156.799561
	Iteration 17Q: 3 clusters Score -4459711 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4459859.500000 Penalty: 3156.799561
	Iteration 18Q: 3 clusters Score -4459860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4459937.500000 Penalty: 3156.799561
	Iteration 19Q: 3 clusters Score -4459938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4459968.000000 Penalty: 3156.799561
	Iteration 20F: 3 clusters Score -4459968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4459997.500000 Penalty: 3156.799561
	Iteration 21Q: 3 clusters Score -4459998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4460012.000000 Penalty: 3156.799561
	Iteration 22Q: 3 clusters Score -4460012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4460033.000000 Penalty: 3156.799561
	Iteration 23Q: 3 clusters Score -4460033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4460058.000000 Penalty: 3156.799561
	Iteration 24Q: 3 clusters Score -4460058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4460070.500000 Penalty: 3156.799561
	Iteration 25Q: 3 clusters Score -4460070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4460074.500000 Penalty: 3156.799561
	Iteration 26Q: 3 clusters Score -4460074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4460081.500000 Penalty: 3156.799561
	Iteration 27Q: 3 clusters Score -4460082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4460081.000000 Penalty: 3156.799561
	Iteration 28Q: 3 clusters Score -4460081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4460081.000000 Penalty: 3156.799561
	Iteration 29F: 3 clusters Score -4460081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -207288.687500 Penalty: 1125.327026
	Iteration 0F: 2 clusters Score -207288.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -205470.031250 Penalty: 2250.654053
	Iteration 0F: 3 clusters Score -205470 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -205920.406250 Penalty: 2250.654053
	Iteration 1F: 3 clusters Score -205920.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -206037.921875 Penalty: 2250.654053
	Iteration 2F: 3 clusters Score -206037.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -206092.093750 Penalty: 2250.654053
	Iteration 3Q: 3 clusters Score -206092.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -206122.828125 Penalty: 2250.654053
	Iteration 4Q: 3 clusters Score -206122.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -206141.109375 Penalty: 2250.654053
	Iteration 5Q: 3 clusters Score -206141.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206160.296875 Penalty: 2250.654053
	Iteration 6Q: 3 clusters Score -206160.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206172.109375 Penalty: 2250.654053
	Iteration 7Q: 3 clusters Score -206172.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -206176.515625 Penalty: 2250.654053
	Iteration 8Q: 3 clusters Score -206176.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206179.906250 Penalty: 2250.654053
	Iteration 9Q: 3 clusters Score -206179.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206185.000000 Penalty: 2250.654053
	Iteration 10Q: 3 clusters Score -206185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -206189.656250 Penalty: 2250.654053
	Iteration 11Q: 3 clusters Score -206189.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -206193.109375 Penalty: 2250.654053
	Iteration 12Q: 3 clusters Score -206193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -206196.281250 Penalty: 2250.654053
	Iteration 13Q: 3 clusters Score -206196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -206198.500000 Penalty: 2250.654053
	Iteration 14Q: 3 clusters Score -206198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -206201.484375 Penalty: 2250.654053
	Iteration 15Q: 3 clusters Score -206201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -206203.500000 Penalty: 2250.654053
	Iteration 16Q: 3 clusters Score -206203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -206205.687500 Penalty: 2250.654053
	Iteration 17Q: 3 clusters Score -206205.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -206207.625000 Penalty: 2250.654053
	Iteration 18Q: 3 clusters Score -206207.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -206209.468750 Penalty: 2250.654053
	Iteration 19Q: 3 clusters Score -206209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -206211.734375 Penalty: 2250.654053
	Iteration 20F: 3 clusters Score -206211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -206213.890625 Penalty: 2250.654053
	Iteration 21Q: 3 clusters Score -206213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -206216.484375 Penalty: 2250.654053
	Iteration 22Q: 3 clusters Score -206216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -206218.359375 Penalty: 2250.654053
	Iteration 23Q: 3 clusters Score -206218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -206221.250000 Penalty: 2250.654053
	Iteration 24Q: 3 clusters Score -206221.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -206223.703125 Penalty: 2250.654053
	Iteration 25Q: 3 clusters Score -206223.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -206225.859375 Penalty: 2250.654053
	Iteration 26Q: 3 clusters Score -206225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -206227.703125 Penalty: 2250.654053
	Iteration 27Q: 3 clusters Score -206227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -206229.218750 Penalty: 2250.654053
	Iteration 28Q: 3 clusters Score -206229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -206230.312500 Penalty: 2250.654053
	Iteration 29Q: 3 clusters Score -206230.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -206232.453125 Penalty: 2250.654053
	Iteration 30Q: 3 clusters Score -206232.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -206237.296875 Penalty: 2250.654053
	Iteration 31Q: 3 clusters Score -206237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -206240.046875 Penalty: 2250.654053
	Iteration 32Q: 3 clusters Score -206240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -206242.328125 Penalty: 2250.654053
	Iteration 33Q: 3 clusters Score -206242.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -206246.843750 Penalty: 2250.654053
	Iteration 34Q: 3 clusters Score -206246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -206251.671875 Penalty: 2250.654053
	Iteration 35Q: 3 clusters Score -206251.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -206256.859375 Penalty: 2250.654053
	Iteration 36Q: 3 clusters Score -206256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -206259.421875 Penalty: 2250.654053
	Iteration 37Q: 3 clusters Score -206259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -206261.968750 Penalty: 2250.654053
	Iteration 38Q: 3 clusters Score -206262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -206263.296875 Penalty: 2250.654053
	Iteration 39Q: 3 clusters Score -206263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -206264.515625 Penalty: 2250.654053
	Iteration 40F: 3 clusters Score -206264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -206265.234375 Penalty: 2250.654053
	Iteration 41Q: 3 clusters Score -206265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -206266.390625 Penalty: 2250.654053
	Iteration 42Q: 3 clusters Score -206266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -206268.109375 Penalty: 2250.654053
	Iteration 43Q: 3 clusters Score -206268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -206269.750000 Penalty: 2250.654053
	Iteration 44Q: 3 clusters Score -206269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -206269.937500 Penalty: 2250.654053
	Iteration 45Q: 3 clusters Score -206269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -206270.984375 Penalty: 2250.654053
	Iteration 46Q: 3 clusters Score -206271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -206270.984375 Penalty: 2250.654053
	Iteration 47F: 3 clusters Score -206271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Entering Unmasked Estep 
Score: -9706738.000000 Penalty: 1693.445923
	Iteration 0F: 2 clusters Score -9706738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -9649269.000000 Penalty: 3386.891846
	Iteration 0F: 3 clusters Score -9649269 nChanged 41338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -9673435.000000 Penalty: 3386.891846
	Iteration 1F: 3 clusters Score -9673435 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -9674473.000000 Penalty: 3386.891846
	Iteration 2Q: 3 clusters Score -9674473 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -9675748.000000 Penalty: 3386.891846
	Iteration 3Q: 3 clusters Score -9675748 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -9677319.000000 Penalty: 3386.891846
	Iteration 4Q: 3 clusters Score -9677319 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -9679286.000000 Penalty: 3386.891846
	Iteration 5F: 3 clusters Score -9679286 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -9681536.000000 Penalty: 3386.891846
	Iteration 6F: 3 clusters Score -9681536 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -9684014.000000 Penalty: 3386.891846
	Iteration 7F: 3 clusters Score -9684014 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -9686921.000000 Penalty: 3386.891846
	Iteration 8F: 3 clusters Score -9686921 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 69522 members 
Entering Unmasked Estep 
Score: -9690092.000000 Penalty: 3386.891846
	Iteration 9F: 3 clusters Score -9690092 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -9693742.000000 Penalty: 3386.891846
	Iteration 10F: 3 clusters Score -9693742 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -9697421.000000 Penalty: 3386.891846
	Iteration 11F: 3 clusters Score -9697421 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -9700829.000000 Penalty: 3386.891846
	Iteration 12Q: 3 clusters Score -9700829 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -9703240.000000 Penalty: 3386.891846
	Iteration 13Q: 3 clusters Score -9703240 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -9704430.000000 Penalty: 3386.891846
	Iteration 14Q: 3 clusters Score -9704430 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 87079 members 
Entering Unmasked Estep 
Score: -9704955.000000 Penalty: 3386.891846
	Iteration 15Q: 3 clusters Score -9704955 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -9705125.000000 Penalty: 3386.891846
	Iteration 16Q: 3 clusters Score -9705125 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -9705223.000000 Penalty: 3386.891846
	Iteration 17Q: 3 clusters Score -9705223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -9705280.000000 Penalty: 3386.891846
	Iteration 18Q: 3 clusters Score -9705280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 87324 members 
Entering Unmasked Estep 
Score: -9705286.000000 Penalty: 3386.891846
	Iteration 19Q: 3 clusters Score -9705286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 87328 members 
Entering Unmasked Estep 
Score: -9705303.000000 Penalty: 3386.891846
	Iteration 20F: 3 clusters Score -9705303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -9705303.000000 Penalty: 3386.891846
	Iteration 21Q: 3 clusters Score -9705303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -9705312.000000 Penalty: 3386.891846
	Iteration 22Q: 3 clusters Score -9705312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 87331 members 
Entering Unmasked Estep 
Score: -9705312.000000 Penalty: 3386.891846
	Iteration 23Q: 3 clusters Score -9705312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -9705312.000000 Penalty: 3386.891846
	Iteration 24Q: 3 clusters Score -9705312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -9705312.000000 Penalty: 3386.891846
	Iteration 25F: 3 clusters Score -9705312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Entering Unmasked Estep 
Score: -4103507.250000 Penalty: 1565.098145
	Iteration 0F: 2 clusters Score -4103507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4079287.250000 Penalty: 3130.196289
	Iteration 0F: 3 clusters Score -4079287 nChanged 16874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4088802.000000 Penalty: 3130.196289
	Iteration 1F: 3 clusters Score -4088802 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4089421.500000 Penalty: 3130.196289
	Iteration 2Q: 3 clusters Score -4089422 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -4090001.000000 Penalty: 3130.196289
	Iteration 3Q: 3 clusters Score -4090001 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4090635.000000 Penalty: 3130.196289
	Iteration 4Q: 3 clusters Score -4090635 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4091382.750000 Penalty: 3130.196289
	Iteration 5Q: 3 clusters Score -4091383 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -4092320.500000 Penalty: 3130.196289
	Iteration 6F: 3 clusters Score -4092320 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4093535.000000 Penalty: 3130.196289
	Iteration 7F: 3 clusters Score -4093535 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -4095046.250000 Penalty: 3130.196289
	Iteration 8F: 3 clusters Score -4095046 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4096860.000000 Penalty: 3130.196289
	Iteration 9F: 3 clusters Score -4096860 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -4098604.250000 Penalty: 3130.196289
	Iteration 10F: 3 clusters Score -4098604 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -4100002.250000 Penalty: 3130.196289
	Iteration 11Q: 3 clusters Score -4100002 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4100977.250000 Penalty: 3130.196289
	Iteration 12Q: 3 clusters Score -4100977 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4101544.250000 Penalty: 3130.196289
	Iteration 13Q: 3 clusters Score -4101544 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4101848.750000 Penalty: 3130.196289
	Iteration 14Q: 3 clusters Score -4101849 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4102029.750000 Penalty: 3130.196289
	Iteration 15Q: 3 clusters Score -4102030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4102118.750000 Penalty: 3130.196289
	Iteration 16Q: 3 clusters Score -4102119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4102170.000000 Penalty: 3130.196289
	Iteration 17Q: 3 clusters Score -4102170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4102186.500000 Penalty: 3130.196289
	Iteration 18Q: 3 clusters Score -4102186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4102206.000000 Penalty: 3130.196289
	Iteration 19Q: 3 clusters Score -4102206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4102219.750000 Penalty: 3130.196289
	Iteration 20F: 3 clusters Score -4102220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4102230.750000 Penalty: 3130.196289
	Iteration 21Q: 3 clusters Score -4102231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4102246.250000 Penalty: 3130.196289
	Iteration 22Q: 3 clusters Score -4102246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4102252.250000 Penalty: 3130.196289
	Iteration 23Q: 3 clusters Score -4102252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4102261.750000 Penalty: 3130.196289
	Iteration 24Q: 3 clusters Score -4102262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4102270.250000 Penalty: 3130.196289
	Iteration 25Q: 3 clusters Score -4102270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4102274.750000 Penalty: 3130.196289
	Iteration 26Q: 3 clusters Score -4102275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4102280.250000 Penalty: 3130.196289
	Iteration 27Q: 3 clusters Score -4102280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4102284.500000 Penalty: 3130.196289
	Iteration 28Q: 3 clusters Score -4102284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4102283.250000 Penalty: 3130.196289
	Iteration 29Q: 3 clusters Score -4102283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4102287.500000 Penalty: 3130.196289
	Iteration 30Q: 3 clusters Score -4102288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4102292.750000 Penalty: 3130.196289
	Iteration 31Q: 3 clusters Score -4102293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4102291.750000 Penalty: 3130.196289
	Iteration 32Q: 3 clusters Score -4102292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4102292.500000 Penalty: 3130.196289
	Iteration 33Q: 3 clusters Score -4102292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4102292.500000 Penalty: 3130.196289
	Iteration 34F: 3 clusters Score -4102292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -196849.515625 Penalty: 1122.989746
	Iteration 0F: 2 clusters Score -196849.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -195061.781250 Penalty: 2245.979492
	Iteration 0F: 3 clusters Score -195061.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -195567.875000 Penalty: 2245.979492
	Iteration 1F: 3 clusters Score -195567.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -195703.093750 Penalty: 2245.979492
	Iteration 2F: 3 clusters Score -195703.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -195766.765625 Penalty: 2245.979492
	Iteration 3Q: 3 clusters Score -195766.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -195796.453125 Penalty: 2245.979492
	Iteration 4Q: 3 clusters Score -195796.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -195817.328125 Penalty: 2245.979492
	Iteration 5Q: 3 clusters Score -195817.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -195837.921875 Penalty: 2245.979492
	Iteration 6Q: 3 clusters Score -195837.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -195858.359375 Penalty: 2245.979492
	Iteration 7Q: 3 clusters Score -195858.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -195880.343750 Penalty: 2245.979492
	Iteration 8Q: 3 clusters Score -195880.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -195892.718750 Penalty: 2245.979492
	Iteration 9Q: 3 clusters Score -195892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -195895.515625 Penalty: 2245.979492
	Iteration 10Q: 3 clusters Score -195895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -195896.843750 Penalty: 2245.979492
	Iteration 11Q: 3 clusters Score -195896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -195897.609375 Penalty: 2245.979492
	Iteration 12Q: 3 clusters Score -195897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195898.500000 Penalty: 2245.979492
	Iteration 13Q: 3 clusters Score -195898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -195900.234375 Penalty: 2245.979492
	Iteration 14Q: 3 clusters Score -195900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195902.531250 Penalty: 2245.979492
	Iteration 15Q: 3 clusters Score -195902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -195905.593750 Penalty: 2245.979492
	Iteration 16Q: 3 clusters Score -195905.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -195908.062500 Penalty: 2245.979492
	Iteration 17Q: 3 clusters Score -195908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -195910.484375 Penalty: 2245.979492
	Iteration 18Q: 3 clusters Score -195910.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195912.984375 Penalty: 2245.979492
	Iteration 19Q: 3 clusters Score -195913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -195915.593750 Penalty: 2245.979492
	Iteration 20F: 3 clusters Score -195915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -195916.953125 Penalty: 2245.979492
	Iteration 21Q: 3 clusters Score -195917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -195917.718750 Penalty: 2245.979492
	Iteration 22Q: 3 clusters Score -195917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -195918.187500 Penalty: 2245.979492
	Iteration 23Q: 3 clusters Score -195918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -195919.984375 Penalty: 2245.979492
	Iteration 24Q: 3 clusters Score -195920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195921.000000 Penalty: 2245.979492
	Iteration 25Q: 3 clusters Score -195921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -195921.484375 Penalty: 2245.979492
	Iteration 26Q: 3 clusters Score -195921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -195921.484375 Penalty: 2245.979492
	Iteration 27F: 3 clusters Score -195921.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (93506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Entering Unmasked Estep 
Score: -10357141.000000 Penalty: 1703.132202
	Iteration 0F: 2 clusters Score -1.035714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -10296117.000000 Penalty: 3406.264404
	Iteration 0F: 3 clusters Score -1.029612e+07 nChanged 44091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -10320783.000000 Penalty: 3406.264404
	Iteration 1F: 3 clusters Score -1.032078e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -10321681.000000 Penalty: 3406.264404
	Iteration 2Q: 3 clusters Score -1.032168e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -10322694.000000 Penalty: 3406.264404
	Iteration 3Q: 3 clusters Score -1.032269e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -10324405.000000 Penalty: 3406.264404
	Iteration 4Q: 3 clusters Score -1.03244e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -10327157.000000 Penalty: 3406.264404
	Iteration 5F: 3 clusters Score -1.032716e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -10331279.000000 Penalty: 3406.264404
	Iteration 6F: 3 clusters Score -1.033128e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -10336166.000000 Penalty: 3406.264404
	Iteration 7F: 3 clusters Score -1.033617e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -10340980.000000 Penalty: 3406.264404
	Iteration 8F: 3 clusters Score -1.034098e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -10345389.000000 Penalty: 3406.264404
	Iteration 9F: 3 clusters Score -1.034539e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -10348978.000000 Penalty: 3406.264404
	Iteration 10Q: 3 clusters Score -1.034898e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -10351688.000000 Penalty: 3406.264404
	Iteration 11Q: 3 clusters Score -1.035169e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -10353554.000000 Penalty: 3406.264404
	Iteration 12Q: 3 clusters Score -1.035355e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -10354630.000000 Penalty: 3406.264404
	Iteration 13Q: 3 clusters Score -1.035463e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -10355230.000000 Penalty: 3406.264404
	Iteration 14Q: 3 clusters Score -1.035523e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92377 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10355520.000000 Penalty: 3406.264404
	Iteration 15Q: 3 clusters Score -1.035552e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10355681.000000 Penalty: 3406.264404
	Iteration 16Q: 3 clusters Score -1.035568e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10355758.000000 Penalty: 3406.264404
	Iteration 17Q: 3 clusters Score -1.035576e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92805 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10355823.000000 Penalty: 3406.264404
	Iteration 18Q: 3 clusters Score -1.035582e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92848 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10355852.000000 Penalty: 3406.264404
	Iteration 19Q: 3 clusters Score -1.035585e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10355865.000000 Penalty: 3406.264404
	Iteration 20F: 3 clusters Score -1.035586e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10355878.000000 Penalty: 3406.264404
	Iteration 21Q: 3 clusters Score -1.035588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10355889.000000 Penalty: 3406.264404
	Iteration 22Q: 3 clusters Score -1.035589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10355900.000000 Penalty: 3406.264404
	Iteration 23Q: 3 clusters Score -1.03559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10355909.000000 Penalty: 3406.264404
	Iteration 24Q: 3 clusters Score -1.035591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10355922.000000 Penalty: 3406.264404
	Iteration 25Q: 3 clusters Score -1.035592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10355929.000000 Penalty: 3406.264404
	Iteration 26Q: 3 clusters Score -1.035593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10355921.000000 Penalty: 3406.264404
	Iteration 27Q: 3 clusters Score -1.035592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10355934.000000 Penalty: 3406.264404
	Iteration 28Q: 3 clusters Score -1.035593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10355935.000000 Penalty: 3406.264404
	Iteration 29Q: 3 clusters Score -1.035594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10355940.000000 Penalty: 3406.264404
	Iteration 30Q: 3 clusters Score -1.035594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10355952.000000 Penalty: 3406.264404
	Iteration 31Q: 3 clusters Score -1.035595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10355959.000000 Penalty: 3406.264404
	Iteration 32Q: 3 clusters Score -1.035596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10355964.000000 Penalty: 3406.264404
	Iteration 33Q: 3 clusters Score -1.035596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10355967.000000 Penalty: 3406.264404
	Iteration 34Q: 3 clusters Score -1.035597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10355964.000000 Penalty: 3406.264404
	Iteration 35Q: 3 clusters Score -1.035596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10355967.000000 Penalty: 3406.264404
	Iteration 36Q: 3 clusters Score -1.035597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10355973.000000 Penalty: 3406.264404
	Iteration 37Q: 3 clusters Score -1.035597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92971 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10355973.000000 Penalty: 3406.264404
	Iteration 38F: 3 clusters Score -1.035597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Entering Unmasked Estep 
Score: -3071459.500000 Penalty: 1527.136475
	Iteration 0F: 2 clusters Score -3071460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3052711.000000 Penalty: 3054.272949
	Iteration 0F: 3 clusters Score -3052711 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3060405.000000 Penalty: 3054.272949
	Iteration 1F: 3 clusters Score -3060405 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3061505.000000 Penalty: 3054.272949
	Iteration 2F: 3 clusters Score -3061505 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3062833.250000 Penalty: 3054.272949
	Iteration 3F: 3 clusters Score -3062833 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3064305.750000 Penalty: 3054.272949
	Iteration 4F: 3 clusters Score -3064306 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3065803.500000 Penalty: 3054.272949
	Iteration 5F: 3 clusters Score -3065804 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3066961.750000 Penalty: 3054.272949
	Iteration 6F: 3 clusters Score -3066962 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3067719.500000 Penalty: 3054.272949
	Iteration 7Q: 3 clusters Score -3067720 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3068150.750000 Penalty: 3054.272949
	Iteration 8Q: 3 clusters Score -3068151 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3068462.250000 Penalty: 3054.272949
	Iteration 9Q: 3 clusters Score -3068462 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3068646.000000 Penalty: 3054.272949
	Iteration 10Q: 3 clusters Score -3068646 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3068810.250000 Penalty: 3054.272949
	Iteration 11Q: 3 clusters Score -3068810 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3068931.250000 Penalty: 3054.272949
	Iteration 12Q: 3 clusters Score -3068931 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3069044.750000 Penalty: 3054.272949
	Iteration 13Q: 3 clusters Score -3069045 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3069125.500000 Penalty: 3054.272949
	Iteration 14Q: 3 clusters Score -3069126 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3069174.000000 Penalty: 3054.272949
	Iteration 15Q: 3 clusters Score -3069174 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -3069217.500000 Penalty: 3054.272949
	Iteration 16Q: 3 clusters Score -3069218 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3069271.250000 Penalty: 3054.272949
	Iteration 17Q: 3 clusters Score -3069271 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3069310.500000 Penalty: 3054.272949
	Iteration 18Q: 3 clusters Score -3069310 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3069342.000000 Penalty: 3054.272949
	Iteration 19Q: 3 clusters Score -3069342 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3069388.250000 Penalty: 3054.272949
	Iteration 20F: 3 clusters Score -3069388 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3069421.750000 Penalty: 3054.272949
	Iteration 21Q: 3 clusters Score -3069422 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3069458.000000 Penalty: 3054.272949
	Iteration 22Q: 3 clusters Score -3069458 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3069500.000000 Penalty: 3054.272949
	Iteration 23Q: 3 clusters Score -3069500 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3069526.750000 Penalty: 3054.272949
	Iteration 24Q: 3 clusters Score -3069527 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3069551.500000 Penalty: 3054.272949
	Iteration 25Q: 3 clusters Score -3069552 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3069580.750000 Penalty: 3054.272949
	Iteration 26Q: 3 clusters Score -3069581 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3069609.250000 Penalty: 3054.272949
	Iteration 27Q: 3 clusters Score -3069609 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3069630.000000 Penalty: 3054.272949
	Iteration 28Q: 3 clusters Score -3069630 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3069656.750000 Penalty: 3054.272949
	Iteration 29Q: 3 clusters Score -3069657 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -3069682.250000 Penalty: 3054.272949
	Iteration 30Q: 3 clusters Score -3069682 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3069721.000000 Penalty: 3054.272949
	Iteration 31Q: 3 clusters Score -3069721 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3069741.000000 Penalty: 3054.272949
	Iteration 32Q: 3 clusters Score -3069741 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3069792.250000 Penalty: 3054.272949
	Iteration 33Q: 3 clusters Score -3069792 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3069823.500000 Penalty: 3054.272949
	Iteration 34Q: 3 clusters Score -3069824 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3069859.750000 Penalty: 3054.272949
	Iteration 35Q: 3 clusters Score -3069860 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3069889.500000 Penalty: 3054.272949
	Iteration 36Q: 3 clusters Score -3069890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3069935.500000 Penalty: 3054.272949
	Iteration 37Q: 3 clusters Score -3069936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3069969.000000 Penalty: 3054.272949
	Iteration 38Q: 3 clusters Score -3069969 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3070011.250000 Penalty: 3054.272949
	Iteration 39Q: 3 clusters Score -3070011 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3070038.250000 Penalty: 3054.272949
	Iteration 40F: 3 clusters Score -3070038 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3070068.750000 Penalty: 3054.272949
	Iteration 41Q: 3 clusters Score -3070069 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3070085.250000 Penalty: 3054.272949
	Iteration 42Q: 3 clusters Score -3070085 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3070103.250000 Penalty: 3054.272949
	Iteration 43Q: 3 clusters Score -3070103 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3070113.500000 Penalty: 3054.272949
	Iteration 44Q: 3 clusters Score -3070114 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3070136.500000 Penalty: 3054.272949
	Iteration 45Q: 3 clusters Score -3070136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3070158.000000 Penalty: 3054.272949
	Iteration 46Q: 3 clusters Score -3070158 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3070183.000000 Penalty: 3054.272949
	Iteration 47Q: 3 clusters Score -3070183 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3070205.250000 Penalty: 3054.272949
	Iteration 48Q: 3 clusters Score -3070205 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3070227.000000 Penalty: 3054.272949
	Iteration 49Q: 3 clusters Score -3070227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3070236.750000 Penalty: 3054.272949
	Iteration 50Q: 3 clusters Score -3070237 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3070253.000000 Penalty: 3054.272949
	Iteration 51Q: 3 clusters Score -3070253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3070265.500000 Penalty: 3054.272949
	Iteration 52Q: 3 clusters Score -3070266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -3070277.750000 Penalty: 3054.272949
	Iteration 53Q: 3 clusters Score -3070278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3070288.000000 Penalty: 3054.272949
	Iteration 54Q: 3 clusters Score -3070288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3070307.000000 Penalty: 3054.272949
	Iteration 55Q: 3 clusters Score -3070307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3070319.750000 Penalty: 3054.272949
	Iteration 56Q: 3 clusters Score -3070320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3070330.500000 Penalty: 3054.272949
	Iteration 57Q: 3 clusters Score -3070330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3070330.500000 Penalty: 3054.272949
	Iteration 58Q: 3 clusters Score -3070330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3070340.500000 Penalty: 3054.272949
	Iteration 59Q: 3 clusters Score -3070340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3070350.500000 Penalty: 3054.272949
	Iteration 60F: 3 clusters Score -3070350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3070363.500000 Penalty: 3054.272949
	Iteration 61Q: 3 clusters Score -3070364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -3070371.250000 Penalty: 3054.272949
	Iteration 62Q: 3 clusters Score -3070371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3070372.500000 Penalty: 3054.272949
	Iteration 63Q: 3 clusters Score -3070372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3070393.250000 Penalty: 3054.272949
	Iteration 64Q: 3 clusters Score -3070393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3070406.750000 Penalty: 3054.272949
	Iteration 65Q: 3 clusters Score -3070407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3070413.750000 Penalty: 3054.272949
	Iteration 66Q: 3 clusters Score -3070414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3070421.000000 Penalty: 3054.272949
	Iteration 67Q: 3 clusters Score -3070421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3070428.000000 Penalty: 3054.272949
	Iteration 68Q: 3 clusters Score -3070428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3070438.000000 Penalty: 3054.272949
	Iteration 69Q: 3 clusters Score -3070438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3070444.750000 Penalty: 3054.272949
	Iteration 70Q: 3 clusters Score -3070445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3070449.000000 Penalty: 3054.272949
	Iteration 71Q: 3 clusters Score -3070449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3070453.000000 Penalty: 3054.272949
	Iteration 72Q: 3 clusters Score -3070453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3070461.750000 Penalty: 3054.272949
	Iteration 73Q: 3 clusters Score -3070462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3070461.250000 Penalty: 3054.272949
	Iteration 74Q: 3 clusters Score -3070461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3070463.000000 Penalty: 3054.272949
	Iteration 75Q: 3 clusters Score -3070463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3070460.750000 Penalty: 3054.272949
	Iteration 76Q: 3 clusters Score -3070461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3070474.500000 Penalty: 3054.272949
	Iteration 77Q: 3 clusters Score -3070474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3070477.500000 Penalty: 3054.272949
	Iteration 78Q: 3 clusters Score -3070478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3070480.250000 Penalty: 3054.272949
	Iteration 79Q: 3 clusters Score -3070480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3070490.000000 Penalty: 3054.272949
	Iteration 80F: 3 clusters Score -3070490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3070483.500000 Penalty: 3054.272949
	Iteration 81Q: 3 clusters Score -3070484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3070489.000000 Penalty: 3054.272949
	Iteration 82Q: 3 clusters Score -3070489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3070491.750000 Penalty: 3054.272949
	Iteration 83Q: 3 clusters Score -3070492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3070497.250000 Penalty: 3054.272949
	Iteration 84Q: 3 clusters Score -3070497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3070502.250000 Penalty: 3054.272949
	Iteration 85Q: 3 clusters Score -3070502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3070500.000000 Penalty: 3054.272949
	Iteration 86Q: 3 clusters Score -3070500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3070501.750000 Penalty: 3054.272949
	Iteration 87Q: 3 clusters Score -3070502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3070504.250000 Penalty: 3054.272949
	Iteration 88Q: 3 clusters Score -3070504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3070504.000000 Penalty: 3054.272949
	Iteration 89Q: 3 clusters Score -3070504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3070502.000000 Penalty: 3054.272949
	Iteration 90Q: 3 clusters Score -3070502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3070499.000000 Penalty: 3054.272949
	Iteration 91Q: 3 clusters Score -3070499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3070497.000000 Penalty: 3054.272949
	Iteration 92Q: 3 clusters Score -3070497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3070501.000000 Penalty: 3054.272949
	Iteration 93Q: 3 clusters Score -3070501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3070511.250000 Penalty: 3054.272949
	Iteration 94Q: 3 clusters Score -3070511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3070512.500000 Penalty: 3054.272949
	Iteration 95Q: 3 clusters Score -3070512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3070508.250000 Penalty: 3054.272949
	Iteration 96Q: 3 clusters Score -3070508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3070511.500000 Penalty: 3054.272949
	Iteration 97Q: 3 clusters Score -3070512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3070511.250000 Penalty: 3054.272949
	Iteration 98Q: 3 clusters Score -3070511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3070515.000000 Penalty: 3054.272949
	Iteration 99Q: 3 clusters Score -3070515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3070515.000000 Penalty: 3054.272949
	Iteration 100F: 3 clusters Score -3070515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3070515.000000 Penalty: 3054.272949
	Iteration 101Q: 3 clusters Score -3070515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3070523.000000 Penalty: 3054.272949
	Iteration 102Q: 3 clusters Score -3070523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3070530.500000 Penalty: 3054.272949
	Iteration 103Q: 3 clusters Score -3070530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3070528.750000 Penalty: 3054.272949
	Iteration 104Q: 3 clusters Score -3070529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3070533.000000 Penalty: 3054.272949
	Iteration 105Q: 3 clusters Score -3070533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3070541.250000 Penalty: 3054.272949
	Iteration 106Q: 3 clusters Score -3070541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3070539.500000 Penalty: 3054.272949
	Iteration 107Q: 3 clusters Score -3070540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3070538.250000 Penalty: 3054.272949
	Iteration 108Q: 3 clusters Score -3070538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3070542.750000 Penalty: 3054.272949
	Iteration 109Q: 3 clusters Score -3070543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3070545.000000 Penalty: 3054.272949
	Iteration 110Q: 3 clusters Score -3070545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3070545.750000 Penalty: 3054.272949
	Iteration 111Q: 3 clusters Score -3070546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3070545.250000 Penalty: 3054.272949
	Iteration 112Q: 3 clusters Score -3070545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3070550.000000 Penalty: 3054.272949
	Iteration 113Q: 3 clusters Score -3070550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3070551.000000 Penalty: 3054.272949
	Iteration 114Q: 3 clusters Score -3070551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3070553.000000 Penalty: 3054.272949
	Iteration 115Q: 3 clusters Score -3070553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3070558.500000 Penalty: 3054.272949
	Iteration 116Q: 3 clusters Score -3070558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3070566.750000 Penalty: 3054.272949
	Iteration 117Q: 3 clusters Score -3070567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3070573.000000 Penalty: 3054.272949
	Iteration 118Q: 3 clusters Score -3070573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3070567.000000 Penalty: 3054.272949
	Iteration 119Q: 3 clusters Score -3070567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3070570.000000 Penalty: 3054.272949
	Iteration 120F: 3 clusters Score -3070570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3070573.250000 Penalty: 3054.272949
	Iteration 121Q: 3 clusters Score -3070573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3070574.750000 Penalty: 3054.272949
	Iteration 122Q: 3 clusters Score -3070575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3070573.500000 Penalty: 3054.272949
	Iteration 123Q: 3 clusters Score -3070574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3070571.750000 Penalty: 3054.272949
	Iteration 124Q: 3 clusters Score -3070572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3070571.750000 Penalty: 3054.272949
	Iteration 125Q: 3 clusters Score -3070572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3070573.000000 Penalty: 3054.272949
	Iteration 126Q: 3 clusters Score -3070573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3070576.000000 Penalty: 3054.272949
	Iteration 127Q: 3 clusters Score -3070576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3070580.000000 Penalty: 3054.272949
	Iteration 128Q: 3 clusters Score -3070580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3070576.750000 Penalty: 3054.272949
	Iteration 129Q: 3 clusters Score -3070577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3070578.750000 Penalty: 3054.272949
	Iteration 130Q: 3 clusters Score -3070579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3070578.000000 Penalty: 3054.272949
	Iteration 131Q: 3 clusters Score -3070578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3070576.750000 Penalty: 3054.272949
	Iteration 132Q: 3 clusters Score -3070577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3070576.000000 Penalty: 3054.272949
	Iteration 133Q: 3 clusters Score -3070576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3070577.500000 Penalty: 3054.272949
	Iteration 134Q: 3 clusters Score -3070578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3070576.750000 Penalty: 3054.272949
	Iteration 135Q: 3 clusters Score -3070577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3070578.250000 Penalty: 3054.272949
	Iteration 136Q: 3 clusters Score -3070578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3070577.000000 Penalty: 3054.272949
	Iteration 137Q: 3 clusters Score -3070577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3070573.000000 Penalty: 3054.272949
	Iteration 138Q: 3 clusters Score -3070573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3070576.750000 Penalty: 3054.272949
	Iteration 139Q: 3 clusters Score -3070577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3070578.500000 Penalty: 3054.272949
	Iteration 140F: 3 clusters Score -3070578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Entering Unmasked Estep 
Score: -4251073.000000 Penalty: 1569.713501
	Iteration 0F: 2 clusters Score -4251073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -4226231.500000 Penalty: 3139.427002
	Iteration 0F: 3 clusters Score -4226232 nChanged 17494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4236070.500000 Penalty: 3139.427002
	Iteration 1F: 3 clusters Score -4236070 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -4236692.000000 Penalty: 3139.427002
	Iteration 2Q: 3 clusters Score -4236692 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4237303.500000 Penalty: 3139.427002
	Iteration 3Q: 3 clusters Score -4237304 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4237939.000000 Penalty: 3139.427002
	Iteration 4Q: 3 clusters Score -4237939 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4238730.500000 Penalty: 3139.427002
	Iteration 5Q: 3 clusters Score -4238730 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4239734.000000 Penalty: 3139.427002
	Iteration 6F: 3 clusters Score -4239734 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -4240916.500000 Penalty: 3139.427002
	Iteration 7F: 3 clusters Score -4240916 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -4242219.500000 Penalty: 3139.427002
	Iteration 8F: 3 clusters Score -4242220 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -4243587.000000 Penalty: 3139.427002
	Iteration 9F: 3 clusters Score -4243587 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4244939.500000 Penalty: 3139.427002
	Iteration 10Q: 3 clusters Score -4244940 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4246103.000000 Penalty: 3139.427002
	Iteration 11Q: 3 clusters Score -4246103 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4247049.500000 Penalty: 3139.427002
	Iteration 12Q: 3 clusters Score -4247050 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4247746.500000 Penalty: 3139.427002
	Iteration 13Q: 3 clusters Score -4247746 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4248185.500000 Penalty: 3139.427002
	Iteration 14Q: 3 clusters Score -4248186 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -4248469.000000 Penalty: 3139.427002
	Iteration 15Q: 3 clusters Score -4248469 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -4248655.000000 Penalty: 3139.427002
	Iteration 16Q: 3 clusters Score -4248655 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -4248757.500000 Penalty: 3139.427002
	Iteration 17Q: 3 clusters Score -4248758 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4248837.000000 Penalty: 3139.427002
	Iteration 18Q: 3 clusters Score -4248837 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -4248928.500000 Penalty: 3139.427002
	Iteration 19Q: 3 clusters Score -4248928 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4249019.000000 Penalty: 3139.427002
	Iteration 20F: 3 clusters Score -4249019 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4249092.000000 Penalty: 3139.427002
	Iteration 21Q: 3 clusters Score -4249092 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4249171.000000 Penalty: 3139.427002
	Iteration 22Q: 3 clusters Score -4249171 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4249231.500000 Penalty: 3139.427002
	Iteration 23Q: 3 clusters Score -4249232 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -4249295.500000 Penalty: 3139.427002
	Iteration 24Q: 3 clusters Score -4249296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -4249348.000000 Penalty: 3139.427002
	Iteration 25Q: 3 clusters Score -4249348 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4249367.500000 Penalty: 3139.427002
	Iteration 26Q: 3 clusters Score -4249368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -4249416.500000 Penalty: 3139.427002
	Iteration 27Q: 3 clusters Score -4249416 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4249454.500000 Penalty: 3139.427002
	Iteration 28Q: 3 clusters Score -4249454 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4249488.500000 Penalty: 3139.427002
	Iteration 29Q: 3 clusters Score -4249488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4249532.500000 Penalty: 3139.427002
	Iteration 30Q: 3 clusters Score -4249532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -4249553.000000 Penalty: 3139.427002
	Iteration 31Q: 3 clusters Score -4249553 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -4249566.500000 Penalty: 3139.427002
	Iteration 32Q: 3 clusters Score -4249566 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -4249592.500000 Penalty: 3139.427002
	Iteration 33Q: 3 clusters Score -4249592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4249624.500000 Penalty: 3139.427002
	Iteration 34Q: 3 clusters Score -4249624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4249653.000000 Penalty: 3139.427002
	Iteration 35Q: 3 clusters Score -4249653 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4249662.500000 Penalty: 3139.427002
	Iteration 36Q: 3 clusters Score -4249662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -4249674.500000 Penalty: 3139.427002
	Iteration 37Q: 3 clusters Score -4249674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4249681.000000 Penalty: 3139.427002
	Iteration 38Q: 3 clusters Score -4249681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4249698.000000 Penalty: 3139.427002
	Iteration 39Q: 3 clusters Score -4249698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -4249707.000000 Penalty: 3139.427002
	Iteration 40F: 3 clusters Score -4249707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4249716.000000 Penalty: 3139.427002
	Iteration 41Q: 3 clusters Score -4249716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -4249727.000000 Penalty: 3139.427002
	Iteration 42Q: 3 clusters Score -4249727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4249734.500000 Penalty: 3139.427002
	Iteration 43Q: 3 clusters Score -4249734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -4249737.000000 Penalty: 3139.427002
	Iteration 44Q: 3 clusters Score -4249737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -4249739.000000 Penalty: 3139.427002
	Iteration 45Q: 3 clusters Score -4249739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -4249754.000000 Penalty: 3139.427002
	Iteration 46Q: 3 clusters Score -4249754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4249765.000000 Penalty: 3139.427002
	Iteration 47Q: 3 clusters Score -4249765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -4249772.000000 Penalty: 3139.427002
	Iteration 48Q: 3 clusters Score -4249772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -4249785.500000 Penalty: 3139.427002
	Iteration 49Q: 3 clusters Score -4249786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -4249805.000000 Penalty: 3139.427002
	Iteration 50Q: 3 clusters Score -4249805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4249822.500000 Penalty: 3139.427002
	Iteration 51Q: 3 clusters Score -4249822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -4249822.500000 Penalty: 3139.427002
	Iteration 52Q: 3 clusters Score -4249822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4249823.000000 Penalty: 3139.427002
	Iteration 53Q: 3 clusters Score -4249823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4249834.000000 Penalty: 3139.427002
	Iteration 54Q: 3 clusters Score -4249834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4249845.500000 Penalty: 3139.427002
	Iteration 55Q: 3 clusters Score -4249846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4249853.000000 Penalty: 3139.427002
	Iteration 56Q: 3 clusters Score -4249853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4249856.000000 Penalty: 3139.427002
	Iteration 57Q: 3 clusters Score -4249856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4249860.000000 Penalty: 3139.427002
	Iteration 58Q: 3 clusters Score -4249860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4249867.500000 Penalty: 3139.427002
	Iteration 59Q: 3 clusters Score -4249868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4249863.000000 Penalty: 3139.427002
	Iteration 60F: 3 clusters Score -4249863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -4249862.500000 Penalty: 3139.427002
	Iteration 61Q: 3 clusters Score -4249862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4249870.500000 Penalty: 3139.427002
	Iteration 62Q: 3 clusters Score -4249870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4249870.500000 Penalty: 3139.427002
	Iteration 63Q: 3 clusters Score -4249870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4249874.500000 Penalty: 3139.427002
	Iteration 64Q: 3 clusters Score -4249874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4249874.000000 Penalty: 3139.427002
	Iteration 65Q: 3 clusters Score -4249874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -4249874.000000 Penalty: 3139.427002
	Iteration 66Q: 3 clusters Score -4249874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4249871.000000 Penalty: 3139.427002
	Iteration 67Q: 3 clusters Score -4249871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -4249874.500000 Penalty: 3139.427002
	Iteration 68Q: 3 clusters Score -4249874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4249881.500000 Penalty: 3139.427002
	Iteration 69Q: 3 clusters Score -4249882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -4249878.500000 Penalty: 3139.427002
	Iteration 70Q: 3 clusters Score -4249878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -4249881.500000 Penalty: 3139.427002
	Iteration 71Q: 3 clusters Score -4249882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4249874.000000 Penalty: 3139.427002
	Iteration 72Q: 3 clusters Score -4249874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4249871.500000 Penalty: 3139.427002
	Iteration 73Q: 3 clusters Score -4249872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4249871.500000 Penalty: 3139.427002
	Iteration 74F: 3 clusters Score -4249872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Entering Unmasked Estep 
Score: -2387823.250000 Penalty: 1498.406250
	Iteration 0F: 2 clusters Score -2387823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2372337.250000 Penalty: 2996.812500
	Iteration 0F: 3 clusters Score -2372337 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2377935.500000 Penalty: 2996.812500
	Iteration 1F: 3 clusters Score -2377936 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2378359.250000 Penalty: 2996.812500
	Iteration 2Q: 3 clusters Score -2378359 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2378797.000000 Penalty: 2996.812500
	Iteration 3Q: 3 clusters Score -2378797 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2379312.000000 Penalty: 2996.812500
	Iteration 4Q: 3 clusters Score -2379312 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2379983.500000 Penalty: 2996.812500
	Iteration 5F: 3 clusters Score -2379984 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2380912.250000 Penalty: 2996.812500
	Iteration 6F: 3 clusters Score -2380912 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2382095.000000 Penalty: 2996.812500
	Iteration 7F: 3 clusters Score -2382095 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2383491.000000 Penalty: 2996.812500
	Iteration 8F: 3 clusters Score -2383491 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2384840.500000 Penalty: 2996.812500
	Iteration 9F: 3 clusters Score -2384840 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2385800.000000 Penalty: 2996.812500
	Iteration 10Q: 3 clusters Score -2385800 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2386407.500000 Penalty: 2996.812500
	Iteration 11Q: 3 clusters Score -2386408 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2386719.000000 Penalty: 2996.812500
	Iteration 12Q: 3 clusters Score -2386719 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2386866.750000 Penalty: 2996.812500
	Iteration 13Q: 3 clusters Score -2386867 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2386934.500000 Penalty: 2996.812500
	Iteration 14Q: 3 clusters Score -2386934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2386973.000000 Penalty: 2996.812500
	Iteration 15Q: 3 clusters Score -2386973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2386989.500000 Penalty: 2996.812500
	Iteration 16Q: 3 clusters Score -2386990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2387011.750000 Penalty: 2996.812500
	Iteration 17Q: 3 clusters Score -2387012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2387028.250000 Penalty: 2996.812500
	Iteration 18Q: 3 clusters Score -2387028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2387037.750000 Penalty: 2996.812500
	Iteration 19Q: 3 clusters Score -2387038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2387043.750000 Penalty: 2996.812500
	Iteration 20F: 3 clusters Score -2387044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2387050.750000 Penalty: 2996.812500
	Iteration 21Q: 3 clusters Score -2387051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2387056.250000 Penalty: 2996.812500
	Iteration 22Q: 3 clusters Score -2387056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2387064.250000 Penalty: 2996.812500
	Iteration 23Q: 3 clusters Score -2387064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2387066.000000 Penalty: 2996.812500
	Iteration 24Q: 3 clusters Score -2387066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2387068.500000 Penalty: 2996.812500
	Iteration 25Q: 3 clusters Score -2387068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2387068.500000 Penalty: 2996.812500
	Iteration 26F: 3 clusters Score -2387068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -287786.875000 Penalty: 1158.205688
	Iteration 0F: 2 clusters Score -287786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -285669.031250 Penalty: 2316.411377
	Iteration 0F: 3 clusters Score -285669 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -286238.187500 Penalty: 2316.411377
	Iteration 1F: 3 clusters Score -286238.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -286362.281250 Penalty: 2316.411377
	Iteration 2F: 3 clusters Score -286362.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -286425.656250 Penalty: 2316.411377
	Iteration 3Q: 3 clusters Score -286425.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -286463.656250 Penalty: 2316.411377
	Iteration 4Q: 3 clusters Score -286463.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -286488.343750 Penalty: 2316.411377
	Iteration 5Q: 3 clusters Score -286488.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -286504.000000 Penalty: 2316.411377
	Iteration 6Q: 3 clusters Score -286504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -286522.718750 Penalty: 2316.411377
	Iteration 7Q: 3 clusters Score -286522.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286533.375000 Penalty: 2316.411377
	Iteration 8Q: 3 clusters Score -286533.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286540.968750 Penalty: 2316.411377
	Iteration 9Q: 3 clusters Score -286541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -286544.968750 Penalty: 2316.411377
	Iteration 10Q: 3 clusters Score -286545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -286546.531250 Penalty: 2316.411377
	Iteration 11Q: 3 clusters Score -286546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -286549.968750 Penalty: 2316.411377
	Iteration 12Q: 3 clusters Score -286550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286553.593750 Penalty: 2316.411377
	Iteration 13Q: 3 clusters Score -286553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -286556.750000 Penalty: 2316.411377
	Iteration 14Q: 3 clusters Score -286556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286559.812500 Penalty: 2316.411377
	Iteration 15Q: 3 clusters Score -286559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -286561.968750 Penalty: 2316.411377
	Iteration 16Q: 3 clusters Score -286562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286562.375000 Penalty: 2316.411377
	Iteration 17Q: 3 clusters Score -286562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -286563.906250 Penalty: 2316.411377
	Iteration 18Q: 3 clusters Score -286563.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286566.062500 Penalty: 2316.411377
	Iteration 19Q: 3 clusters Score -286566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -286568.593750 Penalty: 2316.411377
	Iteration 20F: 3 clusters Score -286568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -286568.656250 Penalty: 2316.411377
	Iteration 21Q: 3 clusters Score -286568.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -286568.656250 Penalty: 2316.411377
	Iteration 22F: 3 clusters Score -286568.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Entering Unmasked Estep 
Score: -3106087.500000 Penalty: 1529.153320
	Iteration 0F: 2 clusters Score -3106088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3087199.750000 Penalty: 3058.306641
	Iteration 0F: 3 clusters Score -3087200 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3094665.000000 Penalty: 3058.306641
	Iteration 1F: 3 clusters Score -3094665 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3095322.500000 Penalty: 3058.306641
	Iteration 2F: 3 clusters Score -3095322 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3095953.500000 Penalty: 3058.306641
	Iteration 3F: 3 clusters Score -3095954 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3096588.500000 Penalty: 3058.306641
	Iteration 4Q: 3 clusters Score -3096588 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3097257.000000 Penalty: 3058.306641
	Iteration 5F: 3 clusters Score -3097257 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3097866.000000 Penalty: 3058.306641
	Iteration 6Q: 3 clusters Score -3097866 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3098440.750000 Penalty: 3058.306641
	Iteration 7Q: 3 clusters Score -3098441 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3098980.750000 Penalty: 3058.306641
	Iteration 8Q: 3 clusters Score -3098981 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3099629.500000 Penalty: 3058.306641
	Iteration 9Q: 3 clusters Score -3099630 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3100342.500000 Penalty: 3058.306641
	Iteration 10Q: 3 clusters Score -3100342 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3101114.250000 Penalty: 3058.306641
	Iteration 11Q: 3 clusters Score -3101114 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3101815.250000 Penalty: 3058.306641
	Iteration 12Q: 3 clusters Score -3101815 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -3102337.250000 Penalty: 3058.306641
	Iteration 13Q: 3 clusters Score -3102337 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3102706.000000 Penalty: 3058.306641
	Iteration 14Q: 3 clusters Score -3102706 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3102989.250000 Penalty: 3058.306641
	Iteration 15Q: 3 clusters Score -3102989 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3103263.500000 Penalty: 3058.306641
	Iteration 16Q: 3 clusters Score -3103264 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3103539.500000 Penalty: 3058.306641
	Iteration 17Q: 3 clusters Score -3103540 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3103778.750000 Penalty: 3058.306641
	Iteration 18Q: 3 clusters Score -3103779 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3104025.000000 Penalty: 3058.306641
	Iteration 19Q: 3 clusters Score -3104025 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3104250.500000 Penalty: 3058.306641
	Iteration 20F: 3 clusters Score -3104250 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3104453.500000 Penalty: 3058.306641
	Iteration 21Q: 3 clusters Score -3104454 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3104604.500000 Penalty: 3058.306641
	Iteration 22Q: 3 clusters Score -3104604 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3104720.750000 Penalty: 3058.306641
	Iteration 23Q: 3 clusters Score -3104721 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3104822.500000 Penalty: 3058.306641
	Iteration 24Q: 3 clusters Score -3104822 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3104899.250000 Penalty: 3058.306641
	Iteration 25Q: 3 clusters Score -3104899 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3104953.750000 Penalty: 3058.306641
	Iteration 26Q: 3 clusters Score -3104954 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3104999.000000 Penalty: 3058.306641
	Iteration 27Q: 3 clusters Score -3104999 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3105022.750000 Penalty: 3058.306641
	Iteration 28Q: 3 clusters Score -3105023 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3105034.500000 Penalty: 3058.306641
	Iteration 29Q: 3 clusters Score -3105034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3105055.750000 Penalty: 3058.306641
	Iteration 30Q: 3 clusters Score -3105056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3105059.750000 Penalty: 3058.306641
	Iteration 31Q: 3 clusters Score -3105060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3105071.250000 Penalty: 3058.306641
	Iteration 32Q: 3 clusters Score -3105071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3105074.500000 Penalty: 3058.306641
	Iteration 33Q: 3 clusters Score -3105074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3105080.250000 Penalty: 3058.306641
	Iteration 34Q: 3 clusters Score -3105080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3105073.750000 Penalty: 3058.306641
	Iteration 35Q: 3 clusters Score -3105074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3105078.500000 Penalty: 3058.306641
	Iteration 36Q: 3 clusters Score -3105078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3105089.500000 Penalty: 3058.306641
	Iteration 37Q: 3 clusters Score -3105090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3105096.500000 Penalty: 3058.306641
	Iteration 38Q: 3 clusters Score -3105096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3105094.000000 Penalty: 3058.306641
	Iteration 39Q: 3 clusters Score -3105094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3105101.750000 Penalty: 3058.306641
	Iteration 40F: 3 clusters Score -3105102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3105105.250000 Penalty: 3058.306641
	Iteration 41Q: 3 clusters Score -3105105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3105106.500000 Penalty: 3058.306641
	Iteration 42Q: 3 clusters Score -3105106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3105119.500000 Penalty: 3058.306641
	Iteration 43Q: 3 clusters Score -3105120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3105127.000000 Penalty: 3058.306641
	Iteration 44Q: 3 clusters Score -3105127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3105126.500000 Penalty: 3058.306641
	Iteration 45Q: 3 clusters Score -3105126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3105132.500000 Penalty: 3058.306641
	Iteration 46Q: 3 clusters Score -3105132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3105130.500000 Penalty: 3058.306641
	Iteration 47Q: 3 clusters Score -3105130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3105135.250000 Penalty: 3058.306641
	Iteration 48Q: 3 clusters Score -3105135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3105137.500000 Penalty: 3058.306641
	Iteration 49Q: 3 clusters Score -3105138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3105145.250000 Penalty: 3058.306641
	Iteration 50Q: 3 clusters Score -3105145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3105147.250000 Penalty: 3058.306641
	Iteration 51Q: 3 clusters Score -3105147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -3105150.000000 Penalty: 3058.306641
	Iteration 52Q: 3 clusters Score -3105150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3105160.000000 Penalty: 3058.306641
	Iteration 53Q: 3 clusters Score -3105160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3105158.750000 Penalty: 3058.306641
	Iteration 54Q: 3 clusters Score -3105159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3105158.250000 Penalty: 3058.306641
	Iteration 55Q: 3 clusters Score -3105158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3105158.750000 Penalty: 3058.306641
	Iteration 56Q: 3 clusters Score -3105159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3105159.250000 Penalty: 3058.306641
	Iteration 57Q: 3 clusters Score -3105159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3105157.750000 Penalty: 3058.306641
	Iteration 58Q: 3 clusters Score -3105158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3105160.750000 Penalty: 3058.306641
	Iteration 59Q: 3 clusters Score -3105161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -3105161.250000 Penalty: 3058.306641
	Iteration 60F: 3 clusters Score -3105161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3105159.500000 Penalty: 3058.306641
	Iteration 61Q: 3 clusters Score -3105160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3105159.000000 Penalty: 3058.306641
	Iteration 62Q: 3 clusters Score -3105159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3105159.000000 Penalty: 3058.306641
	Iteration 63F: 3 clusters Score -3105159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Entering Unmasked Estep 
Score: -3189607.750000 Penalty: 1527.063721
	Iteration 0F: 2 clusters Score -3189608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3171047.500000 Penalty: 3054.127441
	Iteration 0F: 3 clusters Score -3171048 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3177990.500000 Penalty: 3054.127441
	Iteration 1F: 3 clusters Score -3177990 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3178402.750000 Penalty: 3054.127441
	Iteration 2Q: 3 clusters Score -3178403 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3178731.000000 Penalty: 3054.127441
	Iteration 3Q: 3 clusters Score -3178731 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3179017.250000 Penalty: 3054.127441
	Iteration 4Q: 3 clusters Score -3179017 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3179282.250000 Penalty: 3054.127441
	Iteration 5Q: 3 clusters Score -3179282 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3179543.500000 Penalty: 3054.127441
	Iteration 6Q: 3 clusters Score -3179544 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3179833.750000 Penalty: 3054.127441
	Iteration 7Q: 3 clusters Score -3179834 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3180188.500000 Penalty: 3054.127441
	Iteration 8Q: 3 clusters Score -3180188 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3180601.500000 Penalty: 3054.127441
	Iteration 9Q: 3 clusters Score -3180602 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3181155.750000 Penalty: 3054.127441
	Iteration 10Q: 3 clusters Score -3181156 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3181906.500000 Penalty: 3054.127441
	Iteration 11Q: 3 clusters Score -3181906 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3182780.250000 Penalty: 3054.127441
	Iteration 12Q: 3 clusters Score -3182780 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3183932.250000 Penalty: 3054.127441
	Iteration 13F: 3 clusters Score -3183932 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3185143.500000 Penalty: 3054.127441
	Iteration 14F: 3 clusters Score -3185144 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3186238.750000 Penalty: 3054.127441
	Iteration 15Q: 3 clusters Score -3186239 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3187060.250000 Penalty: 3054.127441
	Iteration 16Q: 3 clusters Score -3187060 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3187621.500000 Penalty: 3054.127441
	Iteration 17Q: 3 clusters Score -3187622 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3187926.750000 Penalty: 3054.127441
	Iteration 18Q: 3 clusters Score -3187927 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3188095.500000 Penalty: 3054.127441
	Iteration 19Q: 3 clusters Score -3188096 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3188205.000000 Penalty: 3054.127441
	Iteration 20F: 3 clusters Score -3188205 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3188285.250000 Penalty: 3054.127441
	Iteration 21Q: 3 clusters Score -3188285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3188331.750000 Penalty: 3054.127441
	Iteration 22Q: 3 clusters Score -3188332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3188367.250000 Penalty: 3054.127441
	Iteration 23Q: 3 clusters Score -3188367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3188394.000000 Penalty: 3054.127441
	Iteration 24Q: 3 clusters Score -3188394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3188420.750000 Penalty: 3054.127441
	Iteration 25Q: 3 clusters Score -3188421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3188437.000000 Penalty: 3054.127441
	Iteration 26Q: 3 clusters Score -3188437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3188458.250000 Penalty: 3054.127441
	Iteration 27Q: 3 clusters Score -3188458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3188476.000000 Penalty: 3054.127441
	Iteration 28Q: 3 clusters Score -3188476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3188493.000000 Penalty: 3054.127441
	Iteration 29Q: 3 clusters Score -3188493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3188514.500000 Penalty: 3054.127441
	Iteration 30Q: 3 clusters Score -3188514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3188529.500000 Penalty: 3054.127441
	Iteration 31Q: 3 clusters Score -3188530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3188539.250000 Penalty: 3054.127441
	Iteration 32Q: 3 clusters Score -3188539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3188543.750000 Penalty: 3054.127441
	Iteration 33Q: 3 clusters Score -3188544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3188551.000000 Penalty: 3054.127441
	Iteration 34Q: 3 clusters Score -3188551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3188558.000000 Penalty: 3054.127441
	Iteration 35Q: 3 clusters Score -3188558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3188564.000000 Penalty: 3054.127441
	Iteration 36Q: 3 clusters Score -3188564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3188568.500000 Penalty: 3054.127441
	Iteration 37Q: 3 clusters Score -3188568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3188568.750000 Penalty: 3054.127441
	Iteration 38Q: 3 clusters Score -3188569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3188568.750000 Penalty: 3054.127441
	Iteration 39F: 3 clusters Score -3188569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 27957 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 42437 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 2243 members 
Mstep: Class 8 contains 85537 members 
Mstep: Class 9 contains 1585 members 
Mstep: Class 10 contains 2718 members 
Mstep: Class 11 contains 24434 members 
Mstep: Class 12 contains 16693 members 
Mstep: Class 13 contains 64756 members 
Mstep: Class 14 contains 40438 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 17 contains 87613 members 
Mstep: Class 18 contains 36980 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 93506 members 
Mstep: Class 22 contains 28653 members 
Mstep: Class 24 contains 38145 members 
Mstep: Class 25 contains 23622 members 
Mstep: Class 26 contains 2401 members 
Mstep: Class 27 contains 29044 members 
Mstep: Class 28 contains 28639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78744944.000000 Penalty: 52258.027344
Iteration 79Q: 27 clusters Score -7.874494e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 27952 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 17959 members 
Mstep: Class 5 contains 42598 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 2422 members 
Mstep: Class 8 contains 85560 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 2718 members 
Mstep: Class 11 contains 24433 members 
Mstep: Class 12 contains 16700 members 
Mstep: Class 13 contains 64753 members 
Mstep: Class 14 contains 40438 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 87614 members 
Mstep: Class 18 contains 37034 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 21 contains 93462 members 
Mstep: Class 22 contains 28556 members 
Mstep: Class 24 contains 38157 members 
Mstep: Class 25 contains 23646 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 29001 members 
Mstep: Class 28 contains 28651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745120.000000 Penalty: 52258.027344
Iteration 80F: 27 clusters Score -7.874512e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 27953 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 42731 members 
Mstep: Class 6 contains 14980 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 85578 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 24430 members 
Mstep: Class 12 contains 16712 members 
Mstep: Class 13 contains 64749 members 
Mstep: Class 14 contains 40436 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 2872 members 
Mstep: Class 17 contains 87614 members 
Mstep: Class 18 contains 37052 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 21 contains 93407 members 
Mstep: Class 22 contains 28330 members 
Mstep: Class 24 contains 38166 members 
Mstep: Class 25 contains 23638 members 
Mstep: Class 26 contains 2212 members 
Mstep: Class 27 contains 28904 members 
Mstep: Class 28 contains 28671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745248.000000 Penalty: 52258.027344
Iteration 81Q: 27 clusters Score -7.874525e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 27949 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 17963 members 
Mstep: Class 5 contains 42871 members 
Mstep: Class 6 contains 14979 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 85595 members 
Mstep: Class 9 contains 1582 members 
Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 24430 members 
Mstep: Class 12 contains 16725 members 
Mstep: Class 13 contains 64742 members 
Mstep: Class 14 contains 40436 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 87618 members 
Mstep: Class 18 contains 37052 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 21 contains 93352 members 
Mstep: Class 22 contains 28132 members 
Mstep: Class 24 contains 38174 members 
Mstep: Class 25 contains 23639 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 28871 members 
Mstep: Class 28 contains 28680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745384.000000 Penalty: 52258.027344
Iteration 82Q: 27 clusters Score -7.874538e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 27947 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 17965 members 
Mstep: Class 5 contains 43023 members 
Mstep: Class 6 contains 14980 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 85619 members 
Mstep: Class 9 contains 1578 members 
Mstep: Class 10 contains 2688 members 
Mstep: Class 11 contains 24428 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 64738 members 
Mstep: Class 14 contains 40436 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 3100 members 
Mstep: Class 17 contains 87625 members 
Mstep: Class 18 contains 37043 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 93312 members 
Mstep: Class 22 contains 27927 members 
Mstep: Class 24 contains 38174 members 
Mstep: Class 25 contains 23645 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 28882 members 
Mstep: Class 28 contains 28682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745472.000000 Penalty: 52258.027344
Iteration 83Q: 27 clusters Score -7.874547e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 27945 members 
Mstep: Class 3 contains 2777 members 
Mstep: Class 4 contains 17965 members 
Mstep: Class 5 contains 43186 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 8 contains 85637 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 2684 members 
Mstep: Class 11 contains 24425 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 64728 members 
Mstep: Class 14 contains 40435 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 3170 members 
Mstep: Class 17 contains 87632 members 
Mstep: Class 18 contains 37038 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 21 contains 93262 members 
Mstep: Class 22 contains 27762 members 
Mstep: Class 24 contains 38174 members 
Mstep: Class 25 contains 23658 members 
Mstep: Class 26 contains 2061 members 
Mstep: Class 27 contains 28895 members 
Mstep: Class 28 contains 28684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745784.000000 Penalty: 52258.027344
Iteration 84Q: 27 clusters Score -7.874578e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 27946 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 17968 members 
Mstep: Class 5 contains 43373 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2699 members 
Mstep: Class 8 contains 85646 members 
Mstep: Class 9 contains 1569 members 
Mstep: Class 10 contains 2677 members 
Mstep: Class 11 contains 24421 members 
Mstep: Class 12 contains 16756 members 
Mstep: Class 13 contains 64725 members 
Mstep: Class 14 contains 40436 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 87639 members 
Mstep: Class 18 contains 37032 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 93204 members 
Mstep: Class 22 contains 27587 members 
Mstep: Class 24 contains 38178 members 
Mstep: Class 25 contains 23661 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 28899 members 
Mstep: Class 28 contains 28689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745840.000000 Penalty: 52258.027344
Iteration 85Q: 27 clusters Score -7.874584e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 27945 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 17968 members 
Mstep: Class 5 contains 43606 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 85661 members 
Mstep: Class 9 contains 1569 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 24420 members 
Mstep: Class 12 contains 16760 members 
Mstep: Class 13 contains 64719 members 
Mstep: Class 14 contains 40435 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 87644 members 
Mstep: Class 18 contains 37015 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 93140 members 
Mstep: Class 22 contains 27400 members 
Mstep: Class 24 contains 38185 members 
Mstep: Class 25 contains 23671 members 
Mstep: Class 26 contains 1983 members 
Mstep: Class 27 contains 28897 members 
Mstep: Class 28 contains 28686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745904.000000 Penalty: 52258.027344
Iteration 86Q: 27 clusters Score -7.87459e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27946 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 17965 members 
Mstep: Class 5 contains 43834 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 8 contains 85669 members 
Mstep: Class 9 contains 1567 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 11 contains 24418 members 
Mstep: Class 12 contains 16760 members 
Mstep: Class 13 contains 64716 members 
Mstep: Class 14 contains 40435 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 87653 members 
Mstep: Class 18 contains 36992 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 93074 members 
Mstep: Class 22 contains 27230 members 
Mstep: Class 24 contains 38184 members 
Mstep: Class 25 contains 23672 members 
Mstep: Class 26 contains 1948 members 
Mstep: Class 27 contains 28927 members 
Mstep: Class 28 contains 28680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745984.000000 Penalty: 52258.027344
Iteration 87Q: 27 clusters Score -7.874598e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27946 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 17965 members 
Mstep: Class 5 contains 44059 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 85673 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24417 members 
Mstep: Class 12 contains 16760 members 
Mstep: Class 13 contains 64712 members 
Mstep: Class 14 contains 40435 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 3358 members 
Mstep: Class 17 contains 87656 members 
Mstep: Class 18 contains 36949 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 93015 members 
Mstep: Class 22 contains 27057 members 
Mstep: Class 24 contains 38183 members 
Mstep: Class 25 contains 23683 members 
Mstep: Class 26 contains 1923 members 
Mstep: Class 27 contains 28954 members 
Mstep: Class 28 contains 28687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745840.000000 Penalty: 52258.027344
Iteration 88Q: 27 clusters Score -7.874584e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27946 members 
Mstep: Class 3 contains 2693 members 
Mstep: Class 4 contains 17965 members 
Mstep: Class 5 contains 44292 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 85680 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24416 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 64709 members 
Mstep: Class 14 contains 40434 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 3388 members 
Mstep: Class 17 contains 87663 members 
Mstep: Class 18 contains 36918 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 92969 members 
Mstep: Class 22 contains 26867 members 
Mstep: Class 24 contains 38182 members 
Mstep: Class 25 contains 23689 members 
Mstep: Class 26 contains 1899 members 
Mstep: Class 27 contains 28978 members 
Mstep: Class 28 contains 28691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745936.000000 Penalty: 52258.027344
Iteration 89Q: 27 clusters Score -7.874594e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27944 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 17965 members 
Mstep: Class 5 contains 44550 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 2741 members 
Mstep: Class 8 contains 85693 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24416 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 64706 members 
Mstep: Class 14 contains 40433 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 3416 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36894 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 92920 members 
Mstep: Class 22 contains 26671 members 
Mstep: Class 24 contains 38178 members 
Mstep: Class 25 contains 23697 members 
Mstep: Class 26 contains 1878 members 
Mstep: Class 27 contains 28981 members 
Mstep: Class 28 contains 28694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745960.000000 Penalty: 52258.027344
Iteration 90Q: 27 clusters Score -7.874596e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27943 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 17964 members 
Mstep: Class 5 contains 44790 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 8 contains 85705 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2677 members 
Mstep: Class 11 contains 24416 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 64705 members 
Mstep: Class 14 contains 40433 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 17 contains 87668 members 
Mstep: Class 18 contains 36876 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 92892 members 
Mstep: Class 22 contains 26473 members 
Mstep: Class 24 contains 38173 members 
Mstep: Class 25 contains 23692 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 28968 members 
Mstep: Class 28 contains 28697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745960.000000 Penalty: 52258.027344
Iteration 91Q: 27 clusters Score -7.874596e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2648 members 
Mstep: Class 4 contains 17962 members 
Mstep: Class 5 contains 45048 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 85715 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2677 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 64704 members 
Mstep: Class 14 contains 40434 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36851 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 92862 members 
Mstep: Class 22 contains 26258 members 
Mstep: Class 24 contains 38168 members 
Mstep: Class 25 contains 23688 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 28947 members 
Mstep: Class 28 contains 28698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746048.000000 Penalty: 52258.027344
Iteration 92Q: 27 clusters Score -7.874605e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 4 contains 17963 members 
Mstep: Class 5 contains 45300 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2773 members 
Mstep: Class 8 contains 85722 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 64704 members 
Mstep: Class 14 contains 40433 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 3532 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36827 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 92820 members 
Mstep: Class 22 contains 26046 members 
Mstep: Class 24 contains 38166 members 
Mstep: Class 25 contains 23686 members 
Mstep: Class 26 contains 1843 members 
Mstep: Class 27 contains 28944 members 
Mstep: Class 28 contains 28692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745952.000000 Penalty: 52258.027344
Iteration 93Q: 27 clusters Score -7.874595e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2634 members 
Mstep: Class 4 contains 17963 members 
Mstep: Class 5 contains 45548 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 2785 members 
Mstep: Class 8 contains 85726 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 64704 members 
Mstep: Class 14 contains 40432 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 3563 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36814 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 92791 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 24 contains 38160 members 
Mstep: Class 25 contains 23685 members 
Mstep: Class 26 contains 1828 members 
Mstep: Class 27 contains 28914 members 
Mstep: Class 28 contains 28685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745944.000000 Penalty: 52258.027344
Iteration 94Q: 27 clusters Score -7.874594e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 17964 members 
Mstep: Class 5 contains 45753 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 85731 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 64704 members 
Mstep: Class 14 contains 40432 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 87673 members 
Mstep: Class 18 contains 36803 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 92767 members 
Mstep: Class 22 contains 25700 members 
Mstep: Class 24 contains 38154 members 
Mstep: Class 25 contains 23680 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 28880 members 
Mstep: Class 28 contains 28679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746008.000000 Penalty: 52258.027344
Iteration 95Q: 27 clusters Score -7.874601e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2621 members 
Mstep: Class 4 contains 17964 members 
Mstep: Class 5 contains 45952 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 85736 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 64701 members 
Mstep: Class 14 contains 40433 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 87673 members 
Mstep: Class 18 contains 36795 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 92760 members 
Mstep: Class 22 contains 25535 members 
Mstep: Class 24 contains 38140 members 
Mstep: Class 25 contains 23680 members 
Mstep: Class 26 contains 1804 members 
Mstep: Class 27 contains 28854 members 
Mstep: Class 28 contains 28674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746104.000000 Penalty: 52258.027344
Iteration 96Q: 27 clusters Score -7.87461e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2610 members 
Mstep: Class 4 contains 17964 members 
Mstep: Class 5 contains 46164 members 
Mstep: Class 6 contains 14982 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 85744 members 
Mstep: Class 9 contains 1566 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 64699 members 
Mstep: Class 14 contains 40433 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 87673 members 
Mstep: Class 18 contains 36784 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 92736 members 
Mstep: Class 22 contains 25383 members 
Mstep: Class 24 contains 38134 members 
Mstep: Class 25 contains 23680 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 28815 members 
Mstep: Class 28 contains 28675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746136.000000 Penalty: 52258.027344
Iteration 97Q: 27 clusters Score -7.874614e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27943 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 17962 members 
Mstep: Class 5 contains 46367 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 85749 members 
Mstep: Class 9 contains 1565 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 64699 members 
Mstep: Class 14 contains 40430 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 3692 members 
Mstep: Class 17 contains 87675 members 
Mstep: Class 18 contains 36769 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 21 contains 92722 members 
Mstep: Class 22 contains 25226 members 
Mstep: Class 24 contains 38137 members 
Mstep: Class 25 contains 23683 members 
Mstep: Class 26 contains 1788 members 
Mstep: Class 27 contains 28781 members 
Mstep: Class 28 contains 28669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746168.000000 Penalty: 52258.027344
Iteration 98Q: 27 clusters Score -7.874617e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27943 members 
Mstep: Class 3 contains 2589 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 46574 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 85756 members 
Mstep: Class 9 contains 1561 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 64698 members 
Mstep: Class 14 contains 40430 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 87679 members 
Mstep: Class 18 contains 36760 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 92704 members 
Mstep: Class 22 contains 25069 members 
Mstep: Class 24 contains 38131 members 
Mstep: Class 25 contains 23686 members 
Mstep: Class 26 contains 1783 members 
Mstep: Class 27 contains 28739 members 
Mstep: Class 28 contains 28662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746176.000000 Penalty: 52258.027344
Iteration 99Q: 27 clusters Score -7.874618e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27944 members 
Mstep: Class 3 contains 2583 members 
Mstep: Class 4 contains 17960 members 
Mstep: Class 5 contains 46768 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2833 members 
Mstep: Class 8 contains 85760 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64696 members 
Mstep: Class 14 contains 40430 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 87681 members 
Mstep: Class 18 contains 36744 members 
Mstep: Class 19 contains 1893 members 
Mstep: Class 21 contains 92693 members 
Mstep: Class 22 contains 24919 members 
Mstep: Class 24 contains 38128 members 
Mstep: Class 25 contains 23691 members 
Mstep: Class 26 contains 1779 members 
Mstep: Class 27 contains 28699 members 
Mstep: Class 28 contains 28656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746312.000000 Penalty: 52258.027344
Iteration 100F: 27 clusters Score -7.874631e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27943 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 46938 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 85765 members 
Mstep: Class 9 contains 1561 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64694 members 
Mstep: Class 14 contains 40431 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 3780 members 
Mstep: Class 17 contains 87683 members 
Mstep: Class 18 contains 36733 members 
Mstep: Class 19 contains 1891 members 
Mstep: Class 21 contains 92696 members 
Mstep: Class 22 contains 24770 members 
Mstep: Class 24 contains 38124 members 
Mstep: Class 25 contains 23691 members 
Mstep: Class 26 contains 1775 members 
Mstep: Class 27 contains 28662 members 
Mstep: Class 28 contains 28650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746312.000000 Penalty: 52258.027344
Iteration 101Q: 27 clusters Score -7.874631e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27943 members 
Mstep: Class 3 contains 2572 members 
Mstep: Class 4 contains 17960 members 
Mstep: Class 5 contains 47096 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 85771 members 
Mstep: Class 9 contains 1560 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64693 members 
Mstep: Class 14 contains 40430 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 87683 members 
Mstep: Class 18 contains 36725 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92693 members 
Mstep: Class 22 contains 24630 members 
Mstep: Class 24 contains 38118 members 
Mstep: Class 25 contains 23692 members 
Mstep: Class 26 contains 1771 members 
Mstep: Class 27 contains 28638 members 
Mstep: Class 28 contains 28646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746408.000000 Penalty: 52258.027344
Iteration 102Q: 27 clusters Score -7.874641e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27943 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 17960 members 
Mstep: Class 5 contains 47270 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 85775 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64690 members 
Mstep: Class 14 contains 40429 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 3839 members 
Mstep: Class 17 contains 87683 members 
Mstep: Class 18 contains 36716 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92687 members 
Mstep: Class 22 contains 24470 members 
Mstep: Class 24 contains 38114 members 
Mstep: Class 25 contains 23693 members 
Mstep: Class 26 contains 1764 members 
Mstep: Class 27 contains 28618 members 
Mstep: Class 28 contains 28641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746392.000000 Penalty: 52258.027344
Iteration 103Q: 27 clusters Score -7.874639e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2568 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 47427 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 85777 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64687 members 
Mstep: Class 14 contains 40427 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 87683 members 
Mstep: Class 18 contains 36705 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92692 members 
Mstep: Class 22 contains 24313 members 
Mstep: Class 24 contains 38105 members 
Mstep: Class 25 contains 23702 members 
Mstep: Class 26 contains 1758 members 
Mstep: Class 27 contains 28601 members 
Mstep: Class 28 contains 28634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746416.000000 Penalty: 52258.027344
Iteration 104Q: 27 clusters Score -7.874642e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 47556 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2869 members 
Mstep: Class 8 contains 85779 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64685 members 
Mstep: Class 14 contains 40426 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 87683 members 
Mstep: Class 18 contains 36699 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92697 members 
Mstep: Class 22 contains 24186 members 
Mstep: Class 24 contains 38096 members 
Mstep: Class 25 contains 23706 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 28592 members 
Mstep: Class 28 contains 28631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746472.000000 Penalty: 52258.027344
Iteration 105Q: 27 clusters Score -7.874647e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 47683 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 85782 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64685 members 
Mstep: Class 14 contains 40427 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 3925 members 
Mstep: Class 17 contains 87685 members 
Mstep: Class 18 contains 36683 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92701 members 
Mstep: Class 22 contains 24052 members 
Mstep: Class 24 contains 38090 members 
Mstep: Class 25 contains 23703 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 28586 members 
Mstep: Class 28 contains 28629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746568.000000 Penalty: 52258.027344
Iteration 106Q: 27 clusters Score -7.874657e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 17961 members 
Mstep: Class 5 contains 47790 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 85783 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64685 members 
Mstep: Class 14 contains 40427 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 3946 members 
Mstep: Class 17 contains 87685 members 
Mstep: Class 18 contains 36671 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92717 members 
Mstep: Class 22 contains 23937 members 
Mstep: Class 24 contains 38087 members 
Mstep: Class 25 contains 23701 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 28574 members 
Mstep: Class 28 contains 28628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746568.000000 Penalty: 52258.027344
Iteration 107Q: 27 clusters Score -7.874657e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17960 members 
Mstep: Class 5 contains 47916 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64685 members 
Mstep: Class 14 contains 40427 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 3959 members 
Mstep: Class 17 contains 87685 members 
Mstep: Class 18 contains 36669 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92723 members 
Mstep: Class 22 contains 23819 members 
Mstep: Class 24 contains 38081 members 
Mstep: Class 25 contains 23701 members 
Mstep: Class 26 contains 1740 members 
Mstep: Class 27 contains 28565 members 
Mstep: Class 28 contains 28623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746568.000000 Penalty: 52258.027344
Iteration 108Q: 27 clusters Score -7.874657e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17959 members 
Mstep: Class 5 contains 48032 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64685 members 
Mstep: Class 14 contains 40427 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 3975 members 
Mstep: Class 17 contains 87685 members 
Mstep: Class 18 contains 36669 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92729 members 
Mstep: Class 22 contains 23704 members 
Mstep: Class 24 contains 38076 members 
Mstep: Class 25 contains 23702 members 
Mstep: Class 26 contains 1733 members 
Mstep: Class 27 contains 28565 members 
Mstep: Class 28 contains 28612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746552.000000 Penalty: 52258.027344
Iteration 109Q: 27 clusters Score -7.874655e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17959 members 
Mstep: Class 5 contains 48133 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64685 members 
Mstep: Class 14 contains 40427 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 3996 members 
Mstep: Class 17 contains 87684 members 
Mstep: Class 18 contains 36664 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92722 members 
Mstep: Class 22 contains 23610 members 
Mstep: Class 24 contains 38070 members 
Mstep: Class 25 contains 23701 members 
Mstep: Class 26 contains 1729 members 
Mstep: Class 27 contains 28565 members 
Mstep: Class 28 contains 28607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746584.000000 Penalty: 52258.027344
Iteration 110Q: 27 clusters Score -7.874658e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17958 members 
Mstep: Class 5 contains 48231 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 85786 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64685 members 
Mstep: Class 14 contains 40427 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 4016 members 
Mstep: Class 17 contains 87683 members 
Mstep: Class 18 contains 36666 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92717 members 
Mstep: Class 22 contains 23512 members 
Mstep: Class 24 contains 38066 members 
Mstep: Class 25 contains 23700 members 
Mstep: Class 26 contains 1718 members 
Mstep: Class 27 contains 28568 members 
Mstep: Class 28 contains 28601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746528.000000 Penalty: 52258.027344
Iteration 111Q: 27 clusters Score -7.874653e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17958 members 
Mstep: Class 5 contains 48330 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 85786 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64685 members 
Mstep: Class 14 contains 40427 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 87682 members 
Mstep: Class 18 contains 36667 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92724 members 
Mstep: Class 22 contains 23411 members 
Mstep: Class 24 contains 38060 members 
Mstep: Class 25 contains 23702 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 28566 members 
Mstep: Class 28 contains 28593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746472.000000 Penalty: 52258.027344
Iteration 112Q: 27 clusters Score -7.874647e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17958 members 
Mstep: Class 5 contains 48423 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 85786 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64684 members 
Mstep: Class 14 contains 40426 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 4041 members 
Mstep: Class 17 contains 87682 members 
Mstep: Class 18 contains 36668 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92736 members 
Mstep: Class 22 contains 23312 members 
Mstep: Class 24 contains 38057 members 
Mstep: Class 25 contains 23701 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 28567 members 
Mstep: Class 28 contains 28583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746496.000000 Penalty: 52258.027344
Iteration 113Q: 27 clusters Score -7.87465e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17958 members 
Mstep: Class 5 contains 48540 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 85786 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64684 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 4060 members 
Mstep: Class 17 contains 87682 members 
Mstep: Class 18 contains 36678 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92733 members 
Mstep: Class 22 contains 23201 members 
Mstep: Class 24 contains 38056 members 
Mstep: Class 25 contains 23700 members 
Mstep: Class 26 contains 1680 members 
Mstep: Class 27 contains 28569 members 
Mstep: Class 28 contains 28571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746608.000000 Penalty: 52258.027344
Iteration 114Q: 27 clusters Score -7.874661e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48658 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64684 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 4073 members 
Mstep: Class 17 contains 87682 members 
Mstep: Class 18 contains 36687 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 21 contains 92739 members 
Mstep: Class 22 contains 23087 members 
Mstep: Class 24 contains 38049 members 
Mstep: Class 25 contains 23700 members 
Mstep: Class 26 contains 1663 members 
Mstep: Class 27 contains 28573 members 
Mstep: Class 28 contains 28556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746688.000000 Penalty: 52258.027344
Iteration 115Q: 27 clusters Score -7.874669e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17958 members 
Mstep: Class 5 contains 48785 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 85787 members 
Mstep: Class 9 contains 1558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64681 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 4088 members 
Mstep: Class 17 contains 87683 members 
Mstep: Class 18 contains 36695 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 21 contains 92741 members 
Mstep: Class 22 contains 22972 members 
Mstep: Class 24 contains 38043 members 
Mstep: Class 25 contains 23702 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 28568 members 
Mstep: Class 28 contains 28545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746656.000000 Penalty: 52258.027344
Iteration 116Q: 27 clusters Score -7.874666e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17958 members 
Mstep: Class 5 contains 48917 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 85787 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64681 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 4108 members 
Mstep: Class 17 contains 87682 members 
Mstep: Class 18 contains 36707 members 
Mstep: Class 19 contains 1886 members 
Mstep: Class 21 contains 92738 members 
Mstep: Class 22 contains 22844 members 
Mstep: Class 24 contains 38036 members 
Mstep: Class 25 contains 23706 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 28575 members 
Mstep: Class 28 contains 28535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746552.000000 Penalty: 52258.027344
Iteration 117Q: 27 clusters Score -7.874655e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17958 members 
Mstep: Class 5 contains 49063 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 85787 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64680 members 
Mstep: Class 14 contains 40424 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 4120 members 
Mstep: Class 17 contains 87682 members 
Mstep: Class 18 contains 36719 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 92752 members 
Mstep: Class 22 contains 22704 members 
Mstep: Class 24 contains 38032 members 
Mstep: Class 25 contains 23704 members 
Mstep: Class 26 contains 1595 members 
Mstep: Class 27 contains 28576 members 
Mstep: Class 28 contains 28523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746640.000000 Penalty: 52258.027344
Iteration 118Q: 27 clusters Score -7.874664e+07 nChanged 241
Entering ConstructFrom: 
Score: -78746640.000000 Penalty: 52258.027344
Entering ConstructFrom: 
Trying to split cluster 1 (14989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Entering Unmasked Estep 
Score: -1676631.625000 Penalty: 1430.722778
	Iteration 0F: 2 clusters Score -1676632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1666810.125000 Penalty: 2861.445557
	Iteration 0F: 3 clusters Score -1666810 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1670185.750000 Penalty: 2861.445557
	Iteration 1F: 3 clusters Score -1670186 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1670556.375000 Penalty: 2861.445557
	Iteration 2F: 3 clusters Score -1670556 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1670826.750000 Penalty: 2861.445557
	Iteration 3Q: 3 clusters Score -1670827 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1671041.000000 Penalty: 2861.445557
	Iteration 4Q: 3 clusters Score -1671041 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1671189.375000 Penalty: 2861.445557
	Iteration 5Q: 3 clusters Score -1671189 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1671303.375000 Penalty: 2861.445557
	Iteration 6Q: 3 clusters Score -1671303 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1671396.750000 Penalty: 2861.445557
	Iteration 7Q: 3 clusters Score -1671397 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1671478.250000 Penalty: 2861.445557
	Iteration 8Q: 3 clusters Score -1671478 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1671541.625000 Penalty: 2861.445557
	Iteration 9Q: 3 clusters Score -1671542 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1671608.125000 Penalty: 2861.445557
	Iteration 10Q: 3 clusters Score -1671608 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1671678.750000 Penalty: 2861.445557
	Iteration 11Q: 3 clusters Score -1671679 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1671736.500000 Penalty: 2861.445557
	Iteration 12Q: 3 clusters Score -1671736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1671788.250000 Penalty: 2861.445557
	Iteration 13Q: 3 clusters Score -1671788 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1671854.625000 Penalty: 2861.445557
	Iteration 14Q: 3 clusters Score -1671855 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1671911.375000 Penalty: 2861.445557
	Iteration 15Q: 3 clusters Score -1671911 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1671974.250000 Penalty: 2861.445557
	Iteration 16Q: 3 clusters Score -1671974 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1672042.375000 Penalty: 2861.445557
	Iteration 17Q: 3 clusters Score -1672042 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1672103.125000 Penalty: 2861.445557
	Iteration 18Q: 3 clusters Score -1672103 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1672181.750000 Penalty: 2861.445557
	Iteration 19Q: 3 clusters Score -1672182 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1672269.875000 Penalty: 2861.445557
	Iteration 20F: 3 clusters Score -1672270 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1672399.750000 Penalty: 2861.445557
	Iteration 21Q: 3 clusters Score -1672400 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1672590.250000 Penalty: 2861.445557
	Iteration 22Q: 3 clusters Score -1672590 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1672805.875000 Penalty: 2861.445557
	Iteration 23Q: 3 clusters Score -1672806 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1673043.125000 Penalty: 2861.445557
	Iteration 24Q: 3 clusters Score -1673043 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1673308.000000 Penalty: 2861.445557
	Iteration 25Q: 3 clusters Score -1673308 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1673627.375000 Penalty: 2861.445557
	Iteration 26Q: 3 clusters Score -1673627 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1673934.625000 Penalty: 2861.445557
	Iteration 27Q: 3 clusters Score -1673935 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1674216.125000 Penalty: 2861.445557
	Iteration 28Q: 3 clusters Score -1674216 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1674489.625000 Penalty: 2861.445557
	Iteration 29Q: 3 clusters Score -1674490 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1674745.250000 Penalty: 2861.445557
	Iteration 30Q: 3 clusters Score -1674745 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1674932.000000 Penalty: 2861.445557
	Iteration 31Q: 3 clusters Score -1674932 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1675080.250000 Penalty: 2861.445557
	Iteration 32Q: 3 clusters Score -1675080 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1675193.000000 Penalty: 2861.445557
	Iteration 33Q: 3 clusters Score -1675193 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1675266.250000 Penalty: 2861.445557
	Iteration 34Q: 3 clusters Score -1675266 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1675335.625000 Penalty: 2861.445557
	Iteration 35Q: 3 clusters Score -1675336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1675381.500000 Penalty: 2861.445557
	Iteration 36Q: 3 clusters Score -1675382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1675419.000000 Penalty: 2861.445557
	Iteration 37Q: 3 clusters Score -1675419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1675452.500000 Penalty: 2861.445557
	Iteration 38Q: 3 clusters Score -1675452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1675478.875000 Penalty: 2861.445557
	Iteration 39Q: 3 clusters Score -1675479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1675503.625000 Penalty: 2861.445557
	Iteration 40F: 3 clusters Score -1675504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1675532.250000 Penalty: 2861.445557
	Iteration 41Q: 3 clusters Score -1675532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1675552.000000 Penalty: 2861.445557
	Iteration 42Q: 3 clusters Score -1675552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1675570.375000 Penalty: 2861.445557
	Iteration 43Q: 3 clusters Score -1675570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1675577.375000 Penalty: 2861.445557
	Iteration 44Q: 3 clusters Score -1675577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1675582.625000 Penalty: 2861.445557
	Iteration 45Q: 3 clusters Score -1675583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1675586.375000 Penalty: 2861.445557
	Iteration 46Q: 3 clusters Score -1675586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1675590.750000 Penalty: 2861.445557
	Iteration 47Q: 3 clusters Score -1675591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1675597.250000 Penalty: 2861.445557
	Iteration 48Q: 3 clusters Score -1675597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1675600.750000 Penalty: 2861.445557
	Iteration 49Q: 3 clusters Score -1675601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1675604.375000 Penalty: 2861.445557
	Iteration 50Q: 3 clusters Score -1675604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1675606.500000 Penalty: 2861.445557
	Iteration 51Q: 3 clusters Score -1675606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1675611.875000 Penalty: 2861.445557
	Iteration 52Q: 3 clusters Score -1675612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1675610.500000 Penalty: 2861.445557
	Iteration 53Q: 3 clusters Score -1675610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1675612.000000 Penalty: 2861.445557
	Iteration 54Q: 3 clusters Score -1675612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1675613.000000 Penalty: 2861.445557
	Iteration 55Q: 3 clusters Score -1675613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1675614.250000 Penalty: 2861.445557
	Iteration 56Q: 3 clusters Score -1675614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1675616.000000 Penalty: 2861.445557
	Iteration 57Q: 3 clusters Score -1675616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1675616.250000 Penalty: 2861.445557
	Iteration 58Q: 3 clusters Score -1675616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1675616.250000 Penalty: 2861.445557
	Iteration 59F: 3 clusters Score -1675616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Entering Unmasked Estep 
Score: -3129449.250000 Penalty: 1523.397583
	Iteration 0F: 2 clusters Score -3129449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3111322.000000 Penalty: 3046.795166
	Iteration 0F: 3 clusters Score -3111322 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3118134.500000 Penalty: 3046.795166
	Iteration 1F: 3 clusters Score -3118134 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3118911.500000 Penalty: 3046.795166
	Iteration 2F: 3 clusters Score -3118912 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3119696.750000 Penalty: 3046.795166
	Iteration 3F: 3 clusters Score -3119697 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3120500.000000 Penalty: 3046.795166
	Iteration 4F: 3 clusters Score -3120500 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3121291.500000 Penalty: 3046.795166
	Iteration 5F: 3 clusters Score -3121292 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3122066.750000 Penalty: 3046.795166
	Iteration 6F: 3 clusters Score -3122067 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3122690.000000 Penalty: 3046.795166
	Iteration 7Q: 3 clusters Score -3122690 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -3123271.000000 Penalty: 3046.795166
	Iteration 8Q: 3 clusters Score -3123271 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3123768.000000 Penalty: 3046.795166
	Iteration 9Q: 3 clusters Score -3123768 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3124185.750000 Penalty: 3046.795166
	Iteration 10Q: 3 clusters Score -3124186 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3124648.750000 Penalty: 3046.795166
	Iteration 11Q: 3 clusters Score -3124649 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3125081.250000 Penalty: 3046.795166
	Iteration 12Q: 3 clusters Score -3125081 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3125552.250000 Penalty: 3046.795166
	Iteration 13Q: 3 clusters Score -3125552 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3125972.500000 Penalty: 3046.795166
	Iteration 14Q: 3 clusters Score -3125972 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3126490.000000 Penalty: 3046.795166
	Iteration 15Q: 3 clusters Score -3126490 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3126929.000000 Penalty: 3046.795166
	Iteration 16Q: 3 clusters Score -3126929 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3127270.750000 Penalty: 3046.795166
	Iteration 17Q: 3 clusters Score -3127271 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3127505.000000 Penalty: 3046.795166
	Iteration 18Q: 3 clusters Score -3127505 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3127694.000000 Penalty: 3046.795166
	Iteration 19Q: 3 clusters Score -3127694 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3127836.500000 Penalty: 3046.795166
	Iteration 20F: 3 clusters Score -3127836 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3127938.500000 Penalty: 3046.795166
	Iteration 21Q: 3 clusters Score -3127938 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3128011.250000 Penalty: 3046.795166
	Iteration 22Q: 3 clusters Score -3128011 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3128075.250000 Penalty: 3046.795166
	Iteration 23Q: 3 clusters Score -3128075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3128126.500000 Penalty: 3046.795166
	Iteration 24Q: 3 clusters Score -3128126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3128161.750000 Penalty: 3046.795166
	Iteration 25Q: 3 clusters Score -3128162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3128187.250000 Penalty: 3046.795166
	Iteration 26Q: 3 clusters Score -3128187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3128221.750000 Penalty: 3046.795166
	Iteration 27Q: 3 clusters Score -3128222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3128234.750000 Penalty: 3046.795166
	Iteration 28Q: 3 clusters Score -3128235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3128249.750000 Penalty: 3046.795166
	Iteration 29Q: 3 clusters Score -3128250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3128265.500000 Penalty: 3046.795166
	Iteration 30Q: 3 clusters Score -3128266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3128282.250000 Penalty: 3046.795166
	Iteration 31Q: 3 clusters Score -3128282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3128291.250000 Penalty: 3046.795166
	Iteration 32Q: 3 clusters Score -3128291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3128298.250000 Penalty: 3046.795166
	Iteration 33Q: 3 clusters Score -3128298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3128296.000000 Penalty: 3046.795166
	Iteration 34Q: 3 clusters Score -3128296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3128300.250000 Penalty: 3046.795166
	Iteration 35Q: 3 clusters Score -3128300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3128305.750000 Penalty: 3046.795166
	Iteration 36Q: 3 clusters Score -3128306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3128308.750000 Penalty: 3046.795166
	Iteration 37Q: 3 clusters Score -3128309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3128304.500000 Penalty: 3046.795166
	Iteration 38Q: 3 clusters Score -3128304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3128303.750000 Penalty: 3046.795166
	Iteration 39Q: 3 clusters Score -3128304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3128303.750000 Penalty: 3046.795166
	Iteration 40F: 3 clusters Score -3128304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -271977.812500 Penalty: 1167.397949
	Iteration 0F: 2 clusters Score -271977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -269759.937500 Penalty: 2334.795898
	Iteration 0F: 3 clusters Score -269759.9 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -270285.281250 Penalty: 2334.795898
	Iteration 1F: 3 clusters Score -270285.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -270435.218750 Penalty: 2334.795898
	Iteration 2F: 3 clusters Score -270435.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -270515.812500 Penalty: 2334.795898
	Iteration 3Q: 3 clusters Score -270515.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -270561.718750 Penalty: 2334.795898
	Iteration 4Q: 3 clusters Score -270561.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -270594.093750 Penalty: 2334.795898
	Iteration 5Q: 3 clusters Score -270594.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -270616.343750 Penalty: 2334.795898
	Iteration 6Q: 3 clusters Score -270616.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -270634.343750 Penalty: 2334.795898
	Iteration 7Q: 3 clusters Score -270634.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -270648.781250 Penalty: 2334.795898
	Iteration 8Q: 3 clusters Score -270648.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -270658.031250 Penalty: 2334.795898
	Iteration 9Q: 3 clusters Score -270658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -270667.343750 Penalty: 2334.795898
	Iteration 10Q: 3 clusters Score -270667.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -270677.843750 Penalty: 2334.795898
	Iteration 11Q: 3 clusters Score -270677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -270686.281250 Penalty: 2334.795898
	Iteration 12Q: 3 clusters Score -270686.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -270693.000000 Penalty: 2334.795898
	Iteration 13Q: 3 clusters Score -270693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -270702.218750 Penalty: 2334.795898
	Iteration 14Q: 3 clusters Score -270702.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -270712.343750 Penalty: 2334.795898
	Iteration 15Q: 3 clusters Score -270712.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -270719.656250 Penalty: 2334.795898
	Iteration 16Q: 3 clusters Score -270719.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -270729.031250 Penalty: 2334.795898
	Iteration 17Q: 3 clusters Score -270729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -270738.375000 Penalty: 2334.795898
	Iteration 18Q: 3 clusters Score -270738.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -270747.625000 Penalty: 2334.795898
	Iteration 19Q: 3 clusters Score -270747.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -270756.937500 Penalty: 2334.795898
	Iteration 20F: 3 clusters Score -270756.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -270768.343750 Penalty: 2334.795898
	Iteration 21Q: 3 clusters Score -270768.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -270780.812500 Penalty: 2334.795898
	Iteration 22Q: 3 clusters Score -270780.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -270794.906250 Penalty: 2334.795898
	Iteration 23Q: 3 clusters Score -270794.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -270805.375000 Penalty: 2334.795898
	Iteration 24Q: 3 clusters Score -270805.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -270813.375000 Penalty: 2334.795898
	Iteration 25Q: 3 clusters Score -270813.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -270822.312500 Penalty: 2334.795898
	Iteration 26Q: 3 clusters Score -270822.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -270830.656250 Penalty: 2334.795898
	Iteration 27Q: 3 clusters Score -270830.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -270839.593750 Penalty: 2334.795898
	Iteration 28Q: 3 clusters Score -270839.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -270850.968750 Penalty: 2334.795898
	Iteration 29Q: 3 clusters Score -270851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -270857.375000 Penalty: 2334.795898
	Iteration 30Q: 3 clusters Score -270857.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -270865.750000 Penalty: 2334.795898
	Iteration 31Q: 3 clusters Score -270865.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -270875.187500 Penalty: 2334.795898
	Iteration 32Q: 3 clusters Score -270875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -270880.968750 Penalty: 2334.795898
	Iteration 33Q: 3 clusters Score -270881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -270887.562500 Penalty: 2334.795898
	Iteration 34Q: 3 clusters Score -270887.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -270894.000000 Penalty: 2334.795898
	Iteration 35Q: 3 clusters Score -270894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -270908.968750 Penalty: 2334.795898
	Iteration 36Q: 3 clusters Score -270909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -270918.125000 Penalty: 2334.795898
	Iteration 37Q: 3 clusters Score -270918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -270923.656250 Penalty: 2334.795898
	Iteration 38Q: 3 clusters Score -270923.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -270929.437500 Penalty: 2334.795898
	Iteration 39Q: 3 clusters Score -270929.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -270933.531250 Penalty: 2334.795898
	Iteration 40F: 3 clusters Score -270933.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -270937.343750 Penalty: 2334.795898
	Iteration 41Q: 3 clusters Score -270937.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -270939.343750 Penalty: 2334.795898
	Iteration 42Q: 3 clusters Score -270939.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -270943.250000 Penalty: 2334.795898
	Iteration 43Q: 3 clusters Score -270943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -270946.218750 Penalty: 2334.795898
	Iteration 44Q: 3 clusters Score -270946.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -270946.656250 Penalty: 2334.795898
	Iteration 45Q: 3 clusters Score -270946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -270947.000000 Penalty: 2334.795898
	Iteration 46Q: 3 clusters Score -270947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -270948.218750 Penalty: 2334.795898
	Iteration 47Q: 3 clusters Score -270948.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -270948.218750 Penalty: 2334.795898
	Iteration 48F: 3 clusters Score -270948.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Entering Unmasked Estep 
Score: -1998902.375000 Penalty: 1457.622070
	Iteration 0F: 2 clusters Score -1998902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1987074.500000 Penalty: 2915.244141
	Iteration 0F: 3 clusters Score -1987074 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1991296.750000 Penalty: 2915.244141
	Iteration 1F: 3 clusters Score -1991297 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1991742.625000 Penalty: 2915.244141
	Iteration 2F: 3 clusters Score -1991743 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1992184.875000 Penalty: 2915.244141
	Iteration 3Q: 3 clusters Score -1992185 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1992663.875000 Penalty: 2915.244141
	Iteration 4F: 3 clusters Score -1992664 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1993184.875000 Penalty: 2915.244141
	Iteration 5F: 3 clusters Score -1993185 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1993713.250000 Penalty: 2915.244141
	Iteration 6F: 3 clusters Score -1993713 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1994231.875000 Penalty: 2915.244141
	Iteration 7Q: 3 clusters Score -1994232 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1994660.250000 Penalty: 2915.244141
	Iteration 8Q: 3 clusters Score -1994660 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1994996.875000 Penalty: 2915.244141
	Iteration 9Q: 3 clusters Score -1994997 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1995225.875000 Penalty: 2915.244141
	Iteration 10Q: 3 clusters Score -1995226 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1995455.500000 Penalty: 2915.244141
	Iteration 11Q: 3 clusters Score -1995456 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1995656.875000 Penalty: 2915.244141
	Iteration 12Q: 3 clusters Score -1995657 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1995856.250000 Penalty: 2915.244141
	Iteration 13Q: 3 clusters Score -1995856 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1996055.000000 Penalty: 2915.244141
	Iteration 14Q: 3 clusters Score -1996055 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1996251.125000 Penalty: 2915.244141
	Iteration 15Q: 3 clusters Score -1996251 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1996397.125000 Penalty: 2915.244141
	Iteration 16Q: 3 clusters Score -1996397 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1996561.500000 Penalty: 2915.244141
	Iteration 17Q: 3 clusters Score -1996562 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1996703.500000 Penalty: 2915.244141
	Iteration 18Q: 3 clusters Score -1996704 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1996866.625000 Penalty: 2915.244141
	Iteration 19Q: 3 clusters Score -1996867 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1997019.875000 Penalty: 2915.244141
	Iteration 20F: 3 clusters Score -1997020 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1997137.125000 Penalty: 2915.244141
	Iteration 21Q: 3 clusters Score -1997137 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1997274.375000 Penalty: 2915.244141
	Iteration 22Q: 3 clusters Score -1997274 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1997378.375000 Penalty: 2915.244141
	Iteration 23Q: 3 clusters Score -1997378 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1997498.500000 Penalty: 2915.244141
	Iteration 24Q: 3 clusters Score -1997498 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1997596.000000 Penalty: 2915.244141
	Iteration 25Q: 3 clusters Score -1997596 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1997674.250000 Penalty: 2915.244141
	Iteration 26Q: 3 clusters Score -1997674 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1997728.375000 Penalty: 2915.244141
	Iteration 27Q: 3 clusters Score -1997728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1997775.125000 Penalty: 2915.244141
	Iteration 28Q: 3 clusters Score -1997775 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1997811.125000 Penalty: 2915.244141
	Iteration 29Q: 3 clusters Score -1997811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1997838.750000 Penalty: 2915.244141
	Iteration 30Q: 3 clusters Score -1997839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1997862.000000 Penalty: 2915.244141
	Iteration 31Q: 3 clusters Score -1997862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1997871.875000 Penalty: 2915.244141
	Iteration 32Q: 3 clusters Score -1997872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1997882.375000 Penalty: 2915.244141
	Iteration 33Q: 3 clusters Score -1997882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1997892.750000 Penalty: 2915.244141
	Iteration 34Q: 3 clusters Score -1997893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1997901.375000 Penalty: 2915.244141
	Iteration 35Q: 3 clusters Score -1997901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1997912.750000 Penalty: 2915.244141
	Iteration 36Q: 3 clusters Score -1997913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1997912.625000 Penalty: 2915.244141
	Iteration 37Q: 3 clusters Score -1997913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1997918.125000 Penalty: 2915.244141
	Iteration 38Q: 3 clusters Score -1997918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1997922.125000 Penalty: 2915.244141
	Iteration 39Q: 3 clusters Score -1997922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1997936.125000 Penalty: 2915.244141
	Iteration 40F: 3 clusters Score -1997936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1997940.250000 Penalty: 2915.244141
	Iteration 41Q: 3 clusters Score -1997940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1997948.875000 Penalty: 2915.244141
	Iteration 42Q: 3 clusters Score -1997949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1997949.375000 Penalty: 2915.244141
	Iteration 43Q: 3 clusters Score -1997949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1997951.750000 Penalty: 2915.244141
	Iteration 44Q: 3 clusters Score -1997952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1997961.375000 Penalty: 2915.244141
	Iteration 45Q: 3 clusters Score -1997961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1997973.750000 Penalty: 2915.244141
	Iteration 46Q: 3 clusters Score -1997974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1997973.625000 Penalty: 2915.244141
	Iteration 47Q: 3 clusters Score -1997974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1997977.750000 Penalty: 2915.244141
	Iteration 48Q: 3 clusters Score -1997978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -1997978.250000 Penalty: 2915.244141
	Iteration 49Q: 3 clusters Score -1997978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1997979.625000 Penalty: 2915.244141
	Iteration 50Q: 3 clusters Score -1997980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1997982.000000 Penalty: 2915.244141
	Iteration 51Q: 3 clusters Score -1997982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1997982.500000 Penalty: 2915.244141
	Iteration 52Q: 3 clusters Score -1997982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1997985.625000 Penalty: 2915.244141
	Iteration 53Q: 3 clusters Score -1997986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1997985.625000 Penalty: 2915.244141
	Iteration 54F: 3 clusters Score -1997986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Entering Unmasked Estep 
Score: -5374431.000000 Penalty: 1607.528564
	Iteration 0F: 2 clusters Score -5374431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -5342421.000000 Penalty: 3215.057129
	Iteration 0F: 3 clusters Score -5342421 nChanged 22725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -5355319.000000 Penalty: 3215.057129
	Iteration 1F: 3 clusters Score -5355319 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -5356124.500000 Penalty: 3215.057129
	Iteration 2Q: 3 clusters Score -5356124 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -5356982.000000 Penalty: 3215.057129
	Iteration 3Q: 3 clusters Score -5356982 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -5357992.500000 Penalty: 3215.057129
	Iteration 4Q: 3 clusters Score -5357992 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -5359213.500000 Penalty: 3215.057129
	Iteration 5F: 3 clusters Score -5359214 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -5360598.500000 Penalty: 3215.057129
	Iteration 6F: 3 clusters Score -5360598 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -5362101.000000 Penalty: 3215.057129
	Iteration 7F: 3 clusters Score -5362101 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -5363780.000000 Penalty: 3215.057129
	Iteration 8F: 3 clusters Score -5363780 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -5365546.500000 Penalty: 3215.057129
	Iteration 9F: 3 clusters Score -5365546 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5367256.000000 Penalty: 3215.057129
	Iteration 10F: 3 clusters Score -5367256 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -5368809.000000 Penalty: 3215.057129
	Iteration 11Q: 3 clusters Score -5368809 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5370135.000000 Penalty: 3215.057129
	Iteration 12Q: 3 clusters Score -5370135 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -5371138.000000 Penalty: 3215.057129
	Iteration 13Q: 3 clusters Score -5371138 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -5371874.500000 Penalty: 3215.057129
	Iteration 14Q: 3 clusters Score -5371874 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -5372347.500000 Penalty: 3215.057129
	Iteration 15Q: 3 clusters Score -5372348 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -5372713.000000 Penalty: 3215.057129
	Iteration 16Q: 3 clusters Score -5372713 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -5372953.500000 Penalty: 3215.057129
	Iteration 17Q: 3 clusters Score -5372954 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -5373099.500000 Penalty: 3215.057129
	Iteration 18Q: 3 clusters Score -5373100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -5373182.000000 Penalty: 3215.057129
	Iteration 19Q: 3 clusters Score -5373182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -5373237.500000 Penalty: 3215.057129
	Iteration 20F: 3 clusters Score -5373238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -5373258.000000 Penalty: 3215.057129
	Iteration 21Q: 3 clusters Score -5373258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -5373293.000000 Penalty: 3215.057129
	Iteration 22Q: 3 clusters Score -5373293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -5373295.500000 Penalty: 3215.057129
	Iteration 23Q: 3 clusters Score -5373296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -5373308.000000 Penalty: 3215.057129
	Iteration 24Q: 3 clusters Score -5373308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -5373321.000000 Penalty: 3215.057129
	Iteration 25Q: 3 clusters Score -5373321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -5373331.000000 Penalty: 3215.057129
	Iteration 26Q: 3 clusters Score -5373331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -5373334.000000 Penalty: 3215.057129
	Iteration 27Q: 3 clusters Score -5373334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -5373346.500000 Penalty: 3215.057129
	Iteration 28Q: 3 clusters Score -5373346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -5373355.000000 Penalty: 3215.057129
	Iteration 29Q: 3 clusters Score -5373355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -5373359.500000 Penalty: 3215.057129
	Iteration 30Q: 3 clusters Score -5373360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -5373358.500000 Penalty: 3215.057129
	Iteration 31Q: 3 clusters Score -5373358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -5373358.000000 Penalty: 3215.057129
	Iteration 32Q: 3 clusters Score -5373358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -5373352.500000 Penalty: 3215.057129
	Iteration 33Q: 3 clusters Score -5373352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -5373352.500000 Penalty: 3215.057129
	Iteration 34F: 3 clusters Score -5373352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1678778.750000 Penalty: 1430.643311
	Iteration 0F: 2 clusters Score -1678779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1668824.000000 Penalty: 2861.286621
	Iteration 0F: 3 clusters Score -1668824 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1672248.250000 Penalty: 2861.286621
	Iteration 1F: 3 clusters Score -1672248 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1672582.750000 Penalty: 2861.286621
	Iteration 2F: 3 clusters Score -1672583 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1672861.125000 Penalty: 2861.286621
	Iteration 3Q: 3 clusters Score -1672861 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1673123.625000 Penalty: 2861.286621
	Iteration 4Q: 3 clusters Score -1673124 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1673388.125000 Penalty: 2861.286621
	Iteration 5Q: 3 clusters Score -1673388 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1673720.125000 Penalty: 2861.286621
	Iteration 6Q: 3 clusters Score -1673720 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1674088.500000 Penalty: 2861.286621
	Iteration 7Q: 3 clusters Score -1674088 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1674444.750000 Penalty: 2861.286621
	Iteration 8Q: 3 clusters Score -1674445 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1674767.875000 Penalty: 2861.286621
	Iteration 9Q: 3 clusters Score -1674768 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1675036.125000 Penalty: 2861.286621
	Iteration 10Q: 3 clusters Score -1675036 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1675262.000000 Penalty: 2861.286621
	Iteration 11Q: 3 clusters Score -1675262 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1675445.375000 Penalty: 2861.286621
	Iteration 12Q: 3 clusters Score -1675445 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1675579.000000 Penalty: 2861.286621
	Iteration 13Q: 3 clusters Score -1675579 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1675666.125000 Penalty: 2861.286621
	Iteration 14Q: 3 clusters Score -1675666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1675725.375000 Penalty: 2861.286621
	Iteration 15Q: 3 clusters Score -1675725 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1675775.250000 Penalty: 2861.286621
	Iteration 16Q: 3 clusters Score -1675775 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1675812.375000 Penalty: 2861.286621
	Iteration 17Q: 3 clusters Score -1675812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1675851.375000 Penalty: 2861.286621
	Iteration 18Q: 3 clusters Score -1675851 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1675875.250000 Penalty: 2861.286621
	Iteration 19Q: 3 clusters Score -1675875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1675903.875000 Penalty: 2861.286621
	Iteration 20F: 3 clusters Score -1675904 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1675926.125000 Penalty: 2861.286621
	Iteration 21Q: 3 clusters Score -1675926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1675949.875000 Penalty: 2861.286621
	Iteration 22Q: 3 clusters Score -1675950 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1675977.625000 Penalty: 2861.286621
	Iteration 23Q: 3 clusters Score -1675978 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1676004.500000 Penalty: 2861.286621
	Iteration 24Q: 3 clusters Score -1676004 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1676034.625000 Penalty: 2861.286621
	Iteration 25Q: 3 clusters Score -1676035 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1676068.625000 Penalty: 2861.286621
	Iteration 26Q: 3 clusters Score -1676069 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1676106.000000 Penalty: 2861.286621
	Iteration 27Q: 3 clusters Score -1676106 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1676141.875000 Penalty: 2861.286621
	Iteration 28Q: 3 clusters Score -1676142 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1676181.375000 Penalty: 2861.286621
	Iteration 29Q: 3 clusters Score -1676181 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1676221.500000 Penalty: 2861.286621
	Iteration 30Q: 3 clusters Score -1676222 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1676260.125000 Penalty: 2861.286621
	Iteration 31Q: 3 clusters Score -1676260 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1676316.375000 Penalty: 2861.286621
	Iteration 32Q: 3 clusters Score -1676316 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1676362.750000 Penalty: 2861.286621
	Iteration 33Q: 3 clusters Score -1676363 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1676417.875000 Penalty: 2861.286621
	Iteration 34Q: 3 clusters Score -1676418 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1676482.750000 Penalty: 2861.286621
	Iteration 35Q: 3 clusters Score -1676483 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1676558.625000 Penalty: 2861.286621
	Iteration 36Q: 3 clusters Score -1676559 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1676643.500000 Penalty: 2861.286621
	Iteration 37Q: 3 clusters Score -1676644 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1676719.375000 Penalty: 2861.286621
	Iteration 38Q: 3 clusters Score -1676719 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1676801.375000 Penalty: 2861.286621
	Iteration 39Q: 3 clusters Score -1676801 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1676874.125000 Penalty: 2861.286621
	Iteration 40F: 3 clusters Score -1676874 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1676961.625000 Penalty: 2861.286621
	Iteration 41Q: 3 clusters Score -1676962 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1677053.750000 Penalty: 2861.286621
	Iteration 42Q: 3 clusters Score -1677054 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1677140.250000 Penalty: 2861.286621
	Iteration 43Q: 3 clusters Score -1677140 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1677235.500000 Penalty: 2861.286621
	Iteration 44Q: 3 clusters Score -1677236 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1677315.750000 Penalty: 2861.286621
	Iteration 45Q: 3 clusters Score -1677316 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1677392.875000 Penalty: 2861.286621
	Iteration 46Q: 3 clusters Score -1677393 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1677464.750000 Penalty: 2861.286621
	Iteration 47Q: 3 clusters Score -1677465 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1677534.375000 Penalty: 2861.286621
	Iteration 48Q: 3 clusters Score -1677534 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1677596.000000 Penalty: 2861.286621
	Iteration 49Q: 3 clusters Score -1677596 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1677638.250000 Penalty: 2861.286621
	Iteration 50Q: 3 clusters Score -1677638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1677671.125000 Penalty: 2861.286621
	Iteration 51Q: 3 clusters Score -1677671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1677698.875000 Penalty: 2861.286621
	Iteration 52Q: 3 clusters Score -1677699 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1677722.250000 Penalty: 2861.286621
	Iteration 53Q: 3 clusters Score -1677722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1677743.875000 Penalty: 2861.286621
	Iteration 54Q: 3 clusters Score -1677744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1677764.250000 Penalty: 2861.286621
	Iteration 55Q: 3 clusters Score -1677764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1677784.625000 Penalty: 2861.286621
	Iteration 56Q: 3 clusters Score -1677785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1677798.250000 Penalty: 2861.286621
	Iteration 57Q: 3 clusters Score -1677798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1677805.125000 Penalty: 2861.286621
	Iteration 58Q: 3 clusters Score -1677805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1677813.625000 Penalty: 2861.286621
	Iteration 59Q: 3 clusters Score -1677814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1677820.750000 Penalty: 2861.286621
	Iteration 60F: 3 clusters Score -1677821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1677830.750000 Penalty: 2861.286621
	Iteration 61Q: 3 clusters Score -1677831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1677840.500000 Penalty: 2861.286621
	Iteration 62Q: 3 clusters Score -1677840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1677845.625000 Penalty: 2861.286621
	Iteration 63Q: 3 clusters Score -1677846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1677847.375000 Penalty: 2861.286621
	Iteration 64Q: 3 clusters Score -1677847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1677846.625000 Penalty: 2861.286621
	Iteration 65Q: 3 clusters Score -1677847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1677856.875000 Penalty: 2861.286621
	Iteration 66Q: 3 clusters Score -1677857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1677860.875000 Penalty: 2861.286621
	Iteration 67Q: 3 clusters Score -1677861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1677864.875000 Penalty: 2861.286621
	Iteration 68Q: 3 clusters Score -1677865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1677865.500000 Penalty: 2861.286621
	Iteration 69Q: 3 clusters Score -1677866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1677871.500000 Penalty: 2861.286621
	Iteration 70Q: 3 clusters Score -1677872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1677871.750000 Penalty: 2861.286621
	Iteration 71Q: 3 clusters Score -1677872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1677872.500000 Penalty: 2861.286621
	Iteration 72Q: 3 clusters Score -1677872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1677873.250000 Penalty: 2861.286621
	Iteration 73Q: 3 clusters Score -1677873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1677872.625000 Penalty: 2861.286621
	Iteration 74Q: 3 clusters Score -1677873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1677874.750000 Penalty: 2861.286621
	Iteration 75Q: 3 clusters Score -1677875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1677874.375000 Penalty: 2861.286621
	Iteration 76Q: 3 clusters Score -1677874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1677875.500000 Penalty: 2861.286621
	Iteration 77Q: 3 clusters Score -1677876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1677877.000000 Penalty: 2861.286621
	Iteration 78Q: 3 clusters Score -1677877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1677878.750000 Penalty: 2861.286621
	Iteration 79Q: 3 clusters Score -1677879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1677880.375000 Penalty: 2861.286621
	Iteration 80F: 3 clusters Score -1677880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1677880.500000 Penalty: 2861.286621
	Iteration 81Q: 3 clusters Score -1677880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1677881.000000 Penalty: 2861.286621
	Iteration 82Q: 3 clusters Score -1677881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1677882.125000 Penalty: 2861.286621
	Iteration 83Q: 3 clusters Score -1677882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1677883.375000 Penalty: 2861.286621
	Iteration 84Q: 3 clusters Score -1677883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1677882.625000 Penalty: 2861.286621
	Iteration 85Q: 3 clusters Score -1677883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1677883.625000 Penalty: 2861.286621
	Iteration 86Q: 3 clusters Score -1677884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1677887.625000 Penalty: 2861.286621
	Iteration 87Q: 3 clusters Score -1677888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1677886.375000 Penalty: 2861.286621
	Iteration 88Q: 3 clusters Score -1677886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1677887.000000 Penalty: 2861.286621
	Iteration 89Q: 3 clusters Score -1677887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1677887.000000 Penalty: 2861.286621
	Iteration 90F: 3 clusters Score -1677887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -306032.468750 Penalty: 1186.661743
	Iteration 0F: 2 clusters Score -306032.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -303623.000000 Penalty: 2373.323486
	Iteration 0F: 3 clusters Score -303623 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -304308.250000 Penalty: 2373.323486
	Iteration 1F: 3 clusters Score -304308.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -304486.312500 Penalty: 2373.323486
	Iteration 2F: 3 clusters Score -304486.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -304582.531250 Penalty: 2373.323486
	Iteration 3Q: 3 clusters Score -304582.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -304653.187500 Penalty: 2373.323486
	Iteration 4Q: 3 clusters Score -304653.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -304712.500000 Penalty: 2373.323486
	Iteration 5Q: 3 clusters Score -304712.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -304750.562500 Penalty: 2373.323486
	Iteration 6Q: 3 clusters Score -304750.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -304789.125000 Penalty: 2373.323486
	Iteration 7Q: 3 clusters Score -304789.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -304834.812500 Penalty: 2373.323486
	Iteration 8Q: 3 clusters Score -304834.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -304885.437500 Penalty: 2373.323486
	Iteration 9Q: 3 clusters Score -304885.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -304932.062500 Penalty: 2373.323486
	Iteration 10Q: 3 clusters Score -304932.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -304975.625000 Penalty: 2373.323486
	Iteration 11Q: 3 clusters Score -304975.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -305014.656250 Penalty: 2373.323486
	Iteration 12Q: 3 clusters Score -305014.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -305049.406250 Penalty: 2373.323486
	Iteration 13Q: 3 clusters Score -305049.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -305090.250000 Penalty: 2373.323486
	Iteration 14Q: 3 clusters Score -305090.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -305132.968750 Penalty: 2373.323486
	Iteration 15Q: 3 clusters Score -305133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -305175.468750 Penalty: 2373.323486
	Iteration 16Q: 3 clusters Score -305175.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -305212.468750 Penalty: 2373.323486
	Iteration 17Q: 3 clusters Score -305212.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -305258.125000 Penalty: 2373.323486
	Iteration 18Q: 3 clusters Score -305258.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -305291.937500 Penalty: 2373.323486
	Iteration 19Q: 3 clusters Score -305291.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -305314.406250 Penalty: 2373.323486
	Iteration 20F: 3 clusters Score -305314.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -305338.843750 Penalty: 2373.323486
	Iteration 21Q: 3 clusters Score -305338.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -305367.531250 Penalty: 2373.323486
	Iteration 22Q: 3 clusters Score -305367.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -305399.750000 Penalty: 2373.323486
	Iteration 23Q: 3 clusters Score -305399.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -305431.093750 Penalty: 2373.323486
	Iteration 24Q: 3 clusters Score -305431.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -305479.250000 Penalty: 2373.323486
	Iteration 25Q: 3 clusters Score -305479.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -305521.843750 Penalty: 2373.323486
	Iteration 26Q: 3 clusters Score -305521.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -305561.875000 Penalty: 2373.323486
	Iteration 27Q: 3 clusters Score -305561.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -305598.562500 Penalty: 2373.323486
	Iteration 28Q: 3 clusters Score -305598.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -305624.937500 Penalty: 2373.323486
	Iteration 29Q: 3 clusters Score -305624.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -305652.593750 Penalty: 2373.323486
	Iteration 30Q: 3 clusters Score -305652.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -305673.625000 Penalty: 2373.323486
	Iteration 31Q: 3 clusters Score -305673.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -305698.406250 Penalty: 2373.323486
	Iteration 32Q: 3 clusters Score -305698.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -305717.156250 Penalty: 2373.323486
	Iteration 33Q: 3 clusters Score -305717.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -305743.968750 Penalty: 2373.323486
	Iteration 34Q: 3 clusters Score -305744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -305761.937500 Penalty: 2373.323486
	Iteration 35Q: 3 clusters Score -305761.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -305772.718750 Penalty: 2373.323486
	Iteration 36Q: 3 clusters Score -305772.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -305781.781250 Penalty: 2373.323486
	Iteration 37Q: 3 clusters Score -305781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -305788.937500 Penalty: 2373.323486
	Iteration 38Q: 3 clusters Score -305788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -305791.843750 Penalty: 2373.323486
	Iteration 39Q: 3 clusters Score -305791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -305794.343750 Penalty: 2373.323486
	Iteration 40F: 3 clusters Score -305794.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -305797.718750 Penalty: 2373.323486
	Iteration 41Q: 3 clusters Score -305797.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -305803.343750 Penalty: 2373.323486
	Iteration 42Q: 3 clusters Score -305803.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -305806.343750 Penalty: 2373.323486
	Iteration 43Q: 3 clusters Score -305806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -305808.156250 Penalty: 2373.323486
	Iteration 44Q: 3 clusters Score -305808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -305807.812500 Penalty: 2373.323486
	Iteration 45Q: 3 clusters Score -305807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -305808.843750 Penalty: 2373.323486
	Iteration 46Q: 3 clusters Score -305808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -305810.125000 Penalty: 2373.323486
	Iteration 47Q: 3 clusters Score -305810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -305810.500000 Penalty: 2373.323486
	Iteration 48Q: 3 clusters Score -305810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -305812.125000 Penalty: 2373.323486
	Iteration 49Q: 3 clusters Score -305812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -305812.375000 Penalty: 2373.323486
	Iteration 50Q: 3 clusters Score -305812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -305813.437500 Penalty: 2373.323486
	Iteration 51Q: 3 clusters Score -305813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -305813.437500 Penalty: 2373.323486
	Iteration 52F: 3 clusters Score -305813.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Entering Unmasked Estep 
Score: -9386030.000000 Penalty: 1690.308350
	Iteration 0F: 2 clusters Score -9386030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -9329945.000000 Penalty: 3380.616699
	Iteration 0F: 3 clusters Score -9329945 nChanged 40311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -9352240.000000 Penalty: 3380.616699
	Iteration 1F: 3 clusters Score -9352240 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -9353179.000000 Penalty: 3380.616699
	Iteration 2Q: 3 clusters Score -9353179 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -9354038.000000 Penalty: 3380.616699
	Iteration 3Q: 3 clusters Score -9354038 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -9355260.000000 Penalty: 3380.616699
	Iteration 4Q: 3 clusters Score -9355260 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -9356740.000000 Penalty: 3380.616699
	Iteration 5Q: 3 clusters Score -9356740 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -9358577.000000 Penalty: 3380.616699
	Iteration 6Q: 3 clusters Score -9358577 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -9360891.000000 Penalty: 3380.616699
	Iteration 7Q: 3 clusters Score -9360891 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -9363866.000000 Penalty: 3380.616699
	Iteration 8F: 3 clusters Score -9363866 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -9367492.000000 Penalty: 3380.616699
	Iteration 9F: 3 clusters Score -9367492 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -9371811.000000 Penalty: 3380.616699
	Iteration 10F: 3 clusters Score -9371811 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -9375910.000000 Penalty: 3380.616699
	Iteration 11F: 3 clusters Score -9375910 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77284 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -9379326.000000 Penalty: 3380.616699
	Iteration 12Q: 3 clusters Score -9379326 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -9381666.000000 Penalty: 3380.616699
	Iteration 13Q: 3 clusters Score -9381666 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -9383081.000000 Penalty: 3380.616699
	Iteration 14Q: 3 clusters Score -9383081 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9383942.000000 Penalty: 3380.616699
	Iteration 15Q: 3 clusters Score -9383942 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9384361.000000 Penalty: 3380.616699
	Iteration 16Q: 3 clusters Score -9384361 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9384584.000000 Penalty: 3380.616699
	Iteration 17Q: 3 clusters Score -9384584 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84226 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9384771.000000 Penalty: 3380.616699
	Iteration 18Q: 3 clusters Score -9384771 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9384886.000000 Penalty: 3380.616699
	Iteration 19Q: 3 clusters Score -9384886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9384968.000000 Penalty: 3380.616699
	Iteration 20F: 3 clusters Score -9384968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9385022.000000 Penalty: 3380.616699
	Iteration 21Q: 3 clusters Score -9385022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9385065.000000 Penalty: 3380.616699
	Iteration 22Q: 3 clusters Score -9385065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9385078.000000 Penalty: 3380.616699
	Iteration 23Q: 3 clusters Score -9385078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9385108.000000 Penalty: 3380.616699
	Iteration 24Q: 3 clusters Score -9385108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9385117.000000 Penalty: 3380.616699
	Iteration 25Q: 3 clusters Score -9385117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9385119.000000 Penalty: 3380.616699
	Iteration 26Q: 3 clusters Score -9385119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84650 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9385133.000000 Penalty: 3380.616699
	Iteration 27Q: 3 clusters Score -9385133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9385148.000000 Penalty: 3380.616699
	Iteration 28Q: 3 clusters Score -9385148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9385148.000000 Penalty: 3380.616699
	Iteration 29Q: 3 clusters Score -9385148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9385148.000000 Penalty: 3380.616699
	Iteration 30Q: 3 clusters Score -9385148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9385149.000000 Penalty: 3380.616699
	Iteration 31Q: 3 clusters Score -9385149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9385153.000000 Penalty: 3380.616699
	Iteration 32Q: 3 clusters Score -9385153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9385157.000000 Penalty: 3380.616699
	Iteration 33Q: 3 clusters Score -9385157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -9385157.000000 Penalty: 3380.616699
	Iteration 34F: 3 clusters Score -9385157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -167408.718750 Penalty: 1093.469849
	Iteration 0F: 2 clusters Score -167408.7 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 761 members 
Entering Unmasked Estep 
Score: -165792.859375 Penalty: 2186.939697
	Iteration 0F: 3 clusters Score -165792.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -166118.312500 Penalty: 2186.939697
	Iteration 1F: 3 clusters Score -166118.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -166214.562500 Penalty: 2186.939697
	Iteration 2F: 3 clusters Score -166214.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -166281.953125 Penalty: 2186.939697
	Iteration 3Q: 3 clusters Score -166282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -166305.281250 Penalty: 2186.939697
	Iteration 4Q: 3 clusters Score -166305.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -166326.125000 Penalty: 2186.939697
	Iteration 5Q: 3 clusters Score -166326.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166353.953125 Penalty: 2186.939697
	Iteration 6Q: 3 clusters Score -166354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166377.234375 Penalty: 2186.939697
	Iteration 7Q: 3 clusters Score -166377.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166396.656250 Penalty: 2186.939697
	Iteration 8Q: 3 clusters Score -166396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -166401.234375 Penalty: 2186.939697
	Iteration 9Q: 3 clusters Score -166401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -166403.562500 Penalty: 2186.939697
	Iteration 10Q: 3 clusters Score -166403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -166406.328125 Penalty: 2186.939697
	Iteration 11Q: 3 clusters Score -166406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -166407.937500 Penalty: 2186.939697
	Iteration 12Q: 3 clusters Score -166407.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -166407.937500 Penalty: 2186.939697
	Iteration 13F: 3 clusters Score -166407.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -289921.906250 Penalty: 1174.452515
	Iteration 0F: 2 clusters Score -289921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -287637.531250 Penalty: 2348.905029
	Iteration 0F: 3 clusters Score -287637.5 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -288228.562500 Penalty: 2348.905029
	Iteration 1F: 3 clusters Score -288228.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -288390.125000 Penalty: 2348.905029
	Iteration 2F: 3 clusters Score -288390.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -288459.156250 Penalty: 2348.905029
	Iteration 3Q: 3 clusters Score -288459.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -288504.218750 Penalty: 2348.905029
	Iteration 4Q: 3 clusters Score -288504.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -288536.812500 Penalty: 2348.905029
	Iteration 5Q: 3 clusters Score -288536.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -288562.000000 Penalty: 2348.905029
	Iteration 6Q: 3 clusters Score -288562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -288593.375000 Penalty: 2348.905029
	Iteration 7Q: 3 clusters Score -288593.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -288618.875000 Penalty: 2348.905029
	Iteration 8Q: 3 clusters Score -288618.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -288648.937500 Penalty: 2348.905029
	Iteration 9Q: 3 clusters Score -288648.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -288675.812500 Penalty: 2348.905029
	Iteration 10Q: 3 clusters Score -288675.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -288696.093750 Penalty: 2348.905029
	Iteration 11Q: 3 clusters Score -288696.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -288711.968750 Penalty: 2348.905029
	Iteration 12Q: 3 clusters Score -288712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -288731.281250 Penalty: 2348.905029
	Iteration 13Q: 3 clusters Score -288731.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -288748.062500 Penalty: 2348.905029
	Iteration 14Q: 3 clusters Score -288748.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -288754.625000 Penalty: 2348.905029
	Iteration 15Q: 3 clusters Score -288754.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -288762.375000 Penalty: 2348.905029
	Iteration 16Q: 3 clusters Score -288762.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -288769.218750 Penalty: 2348.905029
	Iteration 17Q: 3 clusters Score -288769.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -288780.250000 Penalty: 2348.905029
	Iteration 18Q: 3 clusters Score -288780.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -288792.718750 Penalty: 2348.905029
	Iteration 19Q: 3 clusters Score -288792.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -288805.000000 Penalty: 2348.905029
	Iteration 20F: 3 clusters Score -288805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -288816.343750 Penalty: 2348.905029
	Iteration 21Q: 3 clusters Score -288816.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -288826.156250 Penalty: 2348.905029
	Iteration 22Q: 3 clusters Score -288826.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -288835.968750 Penalty: 2348.905029
	Iteration 23Q: 3 clusters Score -288836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -288846.843750 Penalty: 2348.905029
	Iteration 24Q: 3 clusters Score -288846.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -288855.937500 Penalty: 2348.905029
	Iteration 25Q: 3 clusters Score -288855.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -288868.062500 Penalty: 2348.905029
	Iteration 26Q: 3 clusters Score -288868.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -288889.968750 Penalty: 2348.905029
	Iteration 27Q: 3 clusters Score -288890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -288908.218750 Penalty: 2348.905029
	Iteration 28Q: 3 clusters Score -288908.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -288923.593750 Penalty: 2348.905029
	Iteration 29Q: 3 clusters Score -288923.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -288939.812500 Penalty: 2348.905029
	Iteration 30Q: 3 clusters Score -288939.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -288951.843750 Penalty: 2348.905029
	Iteration 31Q: 3 clusters Score -288951.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -288960.687500 Penalty: 2348.905029
	Iteration 32Q: 3 clusters Score -288960.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -288969.406250 Penalty: 2348.905029
	Iteration 33Q: 3 clusters Score -288969.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -288979.000000 Penalty: 2348.905029
	Iteration 34Q: 3 clusters Score -288979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -288986.750000 Penalty: 2348.905029
	Iteration 35Q: 3 clusters Score -288986.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -288992.281250 Penalty: 2348.905029
	Iteration 36Q: 3 clusters Score -288992.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -288997.875000 Penalty: 2348.905029
	Iteration 37Q: 3 clusters Score -288997.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -289002.281250 Penalty: 2348.905029
	Iteration 38Q: 3 clusters Score -289002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -289005.500000 Penalty: 2348.905029
	Iteration 39Q: 3 clusters Score -289005.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -289013.125000 Penalty: 2348.905029
	Iteration 40F: 3 clusters Score -289013.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -289015.750000 Penalty: 2348.905029
	Iteration 41Q: 3 clusters Score -289015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -289016.687500 Penalty: 2348.905029
	Iteration 42Q: 3 clusters Score -289016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -289017.843750 Penalty: 2348.905029
	Iteration 43Q: 3 clusters Score -289017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -289019.750000 Penalty: 2348.905029
	Iteration 44Q: 3 clusters Score -289019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -289020.250000 Penalty: 2348.905029
	Iteration 45Q: 3 clusters Score -289020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -289020.656250 Penalty: 2348.905029
	Iteration 46Q: 3 clusters Score -289020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -289021.187500 Penalty: 2348.905029
	Iteration 47Q: 3 clusters Score -289021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -289021.500000 Penalty: 2348.905029
	Iteration 48Q: 3 clusters Score -289021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -289021.500000 Penalty: 2348.905029
	Iteration 49F: 3 clusters Score -289021.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Entering Unmasked Estep 
Score: -2736822.750000 Penalty: 1503.319458
	Iteration 0F: 2 clusters Score -2736823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2721002.000000 Penalty: 3006.638916
	Iteration 0F: 3 clusters Score -2721002 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2726931.000000 Penalty: 3006.638916
	Iteration 1F: 3 clusters Score -2726931 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2727572.250000 Penalty: 3006.638916
	Iteration 2F: 3 clusters Score -2727572 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2728311.000000 Penalty: 3006.638916
	Iteration 3F: 3 clusters Score -2728311 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2729057.000000 Penalty: 3006.638916
	Iteration 4F: 3 clusters Score -2729057 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2729836.500000 Penalty: 3006.638916
	Iteration 5F: 3 clusters Score -2729836 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2730634.750000 Penalty: 3006.638916
	Iteration 6F: 3 clusters Score -2730635 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2731467.000000 Penalty: 3006.638916
	Iteration 7F: 3 clusters Score -2731467 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2732269.500000 Penalty: 3006.638916
	Iteration 8Q: 3 clusters Score -2732270 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2733014.750000 Penalty: 3006.638916
	Iteration 9Q: 3 clusters Score -2733015 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2733709.250000 Penalty: 3006.638916
	Iteration 10Q: 3 clusters Score -2733709 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2734257.000000 Penalty: 3006.638916
	Iteration 11Q: 3 clusters Score -2734257 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2734668.250000 Penalty: 3006.638916
	Iteration 12Q: 3 clusters Score -2734668 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2734961.750000 Penalty: 3006.638916
	Iteration 13Q: 3 clusters Score -2734962 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2735172.250000 Penalty: 3006.638916
	Iteration 14Q: 3 clusters Score -2735172 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2735312.750000 Penalty: 3006.638916
	Iteration 15Q: 3 clusters Score -2735313 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2735378.750000 Penalty: 3006.638916
	Iteration 16Q: 3 clusters Score -2735379 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2735432.000000 Penalty: 3006.638916
	Iteration 17Q: 3 clusters Score -2735432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -2735467.250000 Penalty: 3006.638916
	Iteration 18Q: 3 clusters Score -2735467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -2735491.250000 Penalty: 3006.638916
	Iteration 19Q: 3 clusters Score -2735491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2735511.250000 Penalty: 3006.638916
	Iteration 20F: 3 clusters Score -2735511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2735535.500000 Penalty: 3006.638916
	Iteration 21Q: 3 clusters Score -2735536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -2735546.250000 Penalty: 3006.638916
	Iteration 22Q: 3 clusters Score -2735546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2735554.750000 Penalty: 3006.638916
	Iteration 23Q: 3 clusters Score -2735555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2735559.750000 Penalty: 3006.638916
	Iteration 24Q: 3 clusters Score -2735560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -2735570.750000 Penalty: 3006.638916
	Iteration 25Q: 3 clusters Score -2735571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -2735568.250000 Penalty: 3006.638916
	Iteration 26Q: 3 clusters Score -2735568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2735572.750000 Penalty: 3006.638916
	Iteration 27Q: 3 clusters Score -2735573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2735574.250000 Penalty: 3006.638916
	Iteration 28Q: 3 clusters Score -2735574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -2735572.750000 Penalty: 3006.638916
	Iteration 29Q: 3 clusters Score -2735573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2735578.000000 Penalty: 3006.638916
	Iteration 30Q: 3 clusters Score -2735578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2735578.000000 Penalty: 3006.638916
	Iteration 31Q: 3 clusters Score -2735578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2735578.000000 Penalty: 3006.638916
	Iteration 32F: 3 clusters Score -2735578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Entering Unmasked Estep 
Score: -1876210.000000 Penalty: 1447.367188
	Iteration 0F: 2 clusters Score -1876210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1865153.125000 Penalty: 2894.734375
	Iteration 0F: 3 clusters Score -1865153 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1869120.625000 Penalty: 2894.734375
	Iteration 1F: 3 clusters Score -1869121 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1869535.375000 Penalty: 2894.734375
	Iteration 2F: 3 clusters Score -1869535 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1869905.500000 Penalty: 2894.734375
	Iteration 3F: 3 clusters Score -1869906 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1870267.500000 Penalty: 2894.734375
	Iteration 4Q: 3 clusters Score -1870268 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1870654.625000 Penalty: 2894.734375
	Iteration 5Q: 3 clusters Score -1870655 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1871089.500000 Penalty: 2894.734375
	Iteration 6Q: 3 clusters Score -1871090 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1871587.750000 Penalty: 2894.734375
	Iteration 7F: 3 clusters Score -1871588 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1872202.875000 Penalty: 2894.734375
	Iteration 8F: 3 clusters Score -1872203 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1872790.375000 Penalty: 2894.734375
	Iteration 9F: 3 clusters Score -1872790 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1873373.625000 Penalty: 2894.734375
	Iteration 10Q: 3 clusters Score -1873374 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1873873.250000 Penalty: 2894.734375
	Iteration 11Q: 3 clusters Score -1873873 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1874271.125000 Penalty: 2894.734375
	Iteration 12Q: 3 clusters Score -1874271 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1874549.875000 Penalty: 2894.734375
	Iteration 13Q: 3 clusters Score -1874550 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1874735.375000 Penalty: 2894.734375
	Iteration 14Q: 3 clusters Score -1874735 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1874834.500000 Penalty: 2894.734375
	Iteration 15Q: 3 clusters Score -1874834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1874898.625000 Penalty: 2894.734375
	Iteration 16Q: 3 clusters Score -1874899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1874939.875000 Penalty: 2894.734375
	Iteration 17Q: 3 clusters Score -1874940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1874969.375000 Penalty: 2894.734375
	Iteration 18Q: 3 clusters Score -1874969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1874985.250000 Penalty: 2894.734375
	Iteration 19Q: 3 clusters Score -1874985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1874996.125000 Penalty: 2894.734375
	Iteration 20F: 3 clusters Score -1874996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1875008.375000 Penalty: 2894.734375
	Iteration 21Q: 3 clusters Score -1875008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1875015.625000 Penalty: 2894.734375
	Iteration 22Q: 3 clusters Score -1875016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1875023.125000 Penalty: 2894.734375
	Iteration 23Q: 3 clusters Score -1875023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1875023.875000 Penalty: 2894.734375
	Iteration 24Q: 3 clusters Score -1875024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1875024.250000 Penalty: 2894.734375
	Iteration 25Q: 3 clusters Score -1875024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1875027.125000 Penalty: 2894.734375
	Iteration 26Q: 3 clusters Score -1875027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1875031.625000 Penalty: 2894.734375
	Iteration 27Q: 3 clusters Score -1875032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1875032.750000 Penalty: 2894.734375
	Iteration 28Q: 3 clusters Score -1875033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1875038.000000 Penalty: 2894.734375
	Iteration 29Q: 3 clusters Score -1875038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1875039.250000 Penalty: 2894.734375
	Iteration 30Q: 3 clusters Score -1875039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1875039.250000 Penalty: 2894.734375
	Iteration 31F: 3 clusters Score -1875039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Entering Unmasked Estep 
Score: -7086182.000000 Penalty: 1648.286255
	Iteration 0F: 2 clusters Score -7086182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -7043941.000000 Penalty: 3296.572510
	Iteration 0F: 3 clusters Score -7043941 nChanged 30154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -7061234.000000 Penalty: 3296.572510
	Iteration 1F: 3 clusters Score -7061234 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -7062161.000000 Penalty: 3296.572510
	Iteration 2Q: 3 clusters Score -7062161 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -7063015.000000 Penalty: 3296.572510
	Iteration 3Q: 3 clusters Score -7063015 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -7064074.500000 Penalty: 3296.572510
	Iteration 4Q: 3 clusters Score -7064074 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -7065363.500000 Penalty: 3296.572510
	Iteration 5Q: 3 clusters Score -7065364 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7066642.000000 Penalty: 3296.572510
	Iteration 6Q: 3 clusters Score -7066642 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -7068000.500000 Penalty: 3296.572510
	Iteration 7Q: 3 clusters Score -7068000 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -7069652.500000 Penalty: 3296.572510
	Iteration 8Q: 3 clusters Score -7069652 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -7071507.500000 Penalty: 3296.572510
	Iteration 9Q: 3 clusters Score -7071508 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -7073583.500000 Penalty: 3296.572510
	Iteration 10Q: 3 clusters Score -7073584 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -7075998.500000 Penalty: 3296.572510
	Iteration 11F: 3 clusters Score -7075998 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -7078399.000000 Penalty: 3296.572510
	Iteration 12F: 3 clusters Score -7078399 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -7080548.000000 Penalty: 3296.572510
	Iteration 13Q: 3 clusters Score -7080548 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -7082131.000000 Penalty: 3296.572510
	Iteration 14Q: 3 clusters Score -7082131 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -7083235.000000 Penalty: 3296.572510
	Iteration 15Q: 3 clusters Score -7083235 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7083935.500000 Penalty: 3296.572510
	Iteration 16Q: 3 clusters Score -7083936 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62049 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7084420.000000 Penalty: 3296.572510
	Iteration 17Q: 3 clusters Score -7084420 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7084681.000000 Penalty: 3296.572510
	Iteration 18Q: 3 clusters Score -7084681 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7084859.000000 Penalty: 3296.572510
	Iteration 19Q: 3 clusters Score -7084859 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7084980.000000 Penalty: 3296.572510
	Iteration 20F: 3 clusters Score -7084980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7085074.500000 Penalty: 3296.572510
	Iteration 21Q: 3 clusters Score -7085074 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7085129.000000 Penalty: 3296.572510
	Iteration 22Q: 3 clusters Score -7085129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7085171.500000 Penalty: 3296.572510
	Iteration 23Q: 3 clusters Score -7085172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7085212.500000 Penalty: 3296.572510
	Iteration 24Q: 3 clusters Score -7085212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7085238.500000 Penalty: 3296.572510
	Iteration 25Q: 3 clusters Score -7085238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7085241.000000 Penalty: 3296.572510
	Iteration 26Q: 3 clusters Score -7085241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7085253.500000 Penalty: 3296.572510
	Iteration 27Q: 3 clusters Score -7085254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7085274.500000 Penalty: 3296.572510
	Iteration 28Q: 3 clusters Score -7085274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7085277.500000 Penalty: 3296.572510
	Iteration 29Q: 3 clusters Score -7085278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7085282.000000 Penalty: 3296.572510
	Iteration 30Q: 3 clusters Score -7085282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7085300.500000 Penalty: 3296.572510
	Iteration 31Q: 3 clusters Score -7085300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7085319.000000 Penalty: 3296.572510
	Iteration 32Q: 3 clusters Score -7085319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7085319.000000 Penalty: 3296.572510
	Iteration 33Q: 3 clusters Score -7085319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7085320.000000 Penalty: 3296.572510
	Iteration 34Q: 3 clusters Score -7085320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7085320.500000 Penalty: 3296.572510
	Iteration 35Q: 3 clusters Score -7085320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7085324.000000 Penalty: 3296.572510
	Iteration 36Q: 3 clusters Score -7085324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7085324.000000 Penalty: 3296.572510
	Iteration 37F: 3 clusters Score -7085324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Entering Unmasked Estep 
Score: -4459979.000000 Penalty: 1578.348267
	Iteration 0F: 2 clusters Score -4459979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4433698.500000 Penalty: 3156.696533
	Iteration 0F: 3 clusters Score -4433698 nChanged 18521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4443727.500000 Penalty: 3156.696533
	Iteration 1F: 3 clusters Score -4443728 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -4444189.000000 Penalty: 3156.696533
	Iteration 2Q: 3 clusters Score -4444189 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -4444586.000000 Penalty: 3156.696533
	Iteration 3Q: 3 clusters Score -4444586 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4445057.500000 Penalty: 3156.696533
	Iteration 4Q: 3 clusters Score -4445058 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4445660.000000 Penalty: 3156.696533
	Iteration 5Q: 3 clusters Score -4445660 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4446437.500000 Penalty: 3156.696533
	Iteration 6Q: 3 clusters Score -4446438 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -4447655.000000 Penalty: 3156.696533
	Iteration 7F: 3 clusters Score -4447655 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -4449413.000000 Penalty: 3156.696533
	Iteration 8F: 3 clusters Score -4449413 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4451782.500000 Penalty: 3156.696533
	Iteration 9F: 3 clusters Score -4451782 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4454431.500000 Penalty: 3156.696533
	Iteration 10F: 3 clusters Score -4454432 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4456457.500000 Penalty: 3156.696533
	Iteration 11F: 3 clusters Score -4456458 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -4457634.000000 Penalty: 3156.696533
	Iteration 12Q: 3 clusters Score -4457634 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -4458196.000000 Penalty: 3156.696533
	Iteration 13Q: 3 clusters Score -4458196 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -4458461.000000 Penalty: 3156.696533
	Iteration 14Q: 3 clusters Score -4458461 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -4458567.000000 Penalty: 3156.696533
	Iteration 15Q: 3 clusters Score -4458567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -4458632.000000 Penalty: 3156.696533
	Iteration 16Q: 3 clusters Score -4458632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -4458652.500000 Penalty: 3156.696533
	Iteration 17Q: 3 clusters Score -4458652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -4458678.000000 Penalty: 3156.696533
	Iteration 18Q: 3 clusters Score -4458678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -4458706.500000 Penalty: 3156.696533
	Iteration 19Q: 3 clusters Score -4458706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -4458724.500000 Penalty: 3156.696533
	Iteration 20F: 3 clusters Score -4458724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -4458734.000000 Penalty: 3156.696533
	Iteration 21Q: 3 clusters Score -4458734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -4458735.000000 Penalty: 3156.696533
	Iteration 22Q: 3 clusters Score -4458735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -4458747.000000 Penalty: 3156.696533
	Iteration 23Q: 3 clusters Score -4458747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -4458750.000000 Penalty: 3156.696533
	Iteration 24Q: 3 clusters Score -4458750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -4458751.000000 Penalty: 3156.696533
	Iteration 25Q: 3 clusters Score -4458751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -4458751.000000 Penalty: 3156.696533
	Iteration 26Q: 3 clusters Score -4458751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -4458751.000000 Penalty: 3156.696533
	Iteration 27F: 3 clusters Score -4458751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -206652.187500 Penalty: 1124.862427
	Iteration 0F: 2 clusters Score -206652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -204839.031250 Penalty: 2249.724854
	Iteration 0F: 3 clusters Score -204839 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -205272.687500 Penalty: 2249.724854
	Iteration 1F: 3 clusters Score -205272.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -205397.203125 Penalty: 2249.724854
	Iteration 2F: 3 clusters Score -205397.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -205448.203125 Penalty: 2249.724854
	Iteration 3Q: 3 clusters Score -205448.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -205473.375000 Penalty: 2249.724854
	Iteration 4Q: 3 clusters Score -205473.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -205498.125000 Penalty: 2249.724854
	Iteration 5Q: 3 clusters Score -205498.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -205513.859375 Penalty: 2249.724854
	Iteration 6Q: 3 clusters Score -205513.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -205524.093750 Penalty: 2249.724854
	Iteration 7Q: 3 clusters Score -205524.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -205531.703125 Penalty: 2249.724854
	Iteration 8Q: 3 clusters Score -205531.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -205535.750000 Penalty: 2249.724854
	Iteration 9Q: 3 clusters Score -205535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -205541.796875 Penalty: 2249.724854
	Iteration 10Q: 3 clusters Score -205541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -205543.562500 Penalty: 2249.724854
	Iteration 11Q: 3 clusters Score -205543.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -205546.781250 Penalty: 2249.724854
	Iteration 12Q: 3 clusters Score -205546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -205548.312500 Penalty: 2249.724854
	Iteration 13Q: 3 clusters Score -205548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -205548.421875 Penalty: 2249.724854
	Iteration 14Q: 3 clusters Score -205548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -205550.484375 Penalty: 2249.724854
	Iteration 15Q: 3 clusters Score -205550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -205551.609375 Penalty: 2249.724854
	Iteration 16Q: 3 clusters Score -205551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -205552.484375 Penalty: 2249.724854
	Iteration 17Q: 3 clusters Score -205552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -205553.296875 Penalty: 2249.724854
	Iteration 18Q: 3 clusters Score -205553.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -205555.203125 Penalty: 2249.724854
	Iteration 19Q: 3 clusters Score -205555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -205557.250000 Penalty: 2249.724854
	Iteration 20F: 3 clusters Score -205557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -205557.375000 Penalty: 2249.724854
	Iteration 21Q: 3 clusters Score -205557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -205557.781250 Penalty: 2249.724854
	Iteration 22Q: 3 clusters Score -205557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -205557.781250 Penalty: 2249.724854
	Iteration 23F: 3 clusters Score -205557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Entering Unmasked Estep 
Score: -417524.937500 Penalty: 1238.841553
	Iteration 0F: 2 clusters Score -417524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -414384.625000 Penalty: 2477.683105
	Iteration 0F: 3 clusters Score -414384.6 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -415344.500000 Penalty: 2477.683105
	Iteration 1F: 3 clusters Score -415344.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -415561.781250 Penalty: 2477.683105
	Iteration 2F: 3 clusters Score -415561.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -415754.281250 Penalty: 2477.683105
	Iteration 3F: 3 clusters Score -415754.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -415876.906250 Penalty: 2477.683105
	Iteration 4Q: 3 clusters Score -415876.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -415992.156250 Penalty: 2477.683105
	Iteration 5Q: 3 clusters Score -415992.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -416097.062500 Penalty: 2477.683105
	Iteration 6Q: 3 clusters Score -416097.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -416209.625000 Penalty: 2477.683105
	Iteration 7Q: 3 clusters Score -416209.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -416316.718750 Penalty: 2477.683105
	Iteration 8Q: 3 clusters Score -416316.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -416449.187500 Penalty: 2477.683105
	Iteration 9Q: 3 clusters Score -416449.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -416569.812500 Penalty: 2477.683105
	Iteration 10Q: 3 clusters Score -416569.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -416685.281250 Penalty: 2477.683105
	Iteration 11Q: 3 clusters Score -416685.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -416796.875000 Penalty: 2477.683105
	Iteration 12Q: 3 clusters Score -416796.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -416874.281250 Penalty: 2477.683105
	Iteration 13Q: 3 clusters Score -416874.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -416910.125000 Penalty: 2477.683105
	Iteration 14Q: 3 clusters Score -416910.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -416938.593750 Penalty: 2477.683105
	Iteration 15Q: 3 clusters Score -416938.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -416961.843750 Penalty: 2477.683105
	Iteration 16Q: 3 clusters Score -416961.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -416974.687500 Penalty: 2477.683105
	Iteration 17Q: 3 clusters Score -416974.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -416985.906250 Penalty: 2477.683105
	Iteration 18Q: 3 clusters Score -416985.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -416998.343750 Penalty: 2477.683105
	Iteration 19Q: 3 clusters Score -416998.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -417006.750000 Penalty: 2477.683105
	Iteration 20F: 3 clusters Score -417006.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -417014.718750 Penalty: 2477.683105
	Iteration 21Q: 3 clusters Score -417014.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -417020.062500 Penalty: 2477.683105
	Iteration 22Q: 3 clusters Score -417020.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -417024.968750 Penalty: 2477.683105
	Iteration 23Q: 3 clusters Score -417025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -417028.406250 Penalty: 2477.683105
	Iteration 24Q: 3 clusters Score -417028.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -417035.843750 Penalty: 2477.683105
	Iteration 25Q: 3 clusters Score -417035.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -417040.468750 Penalty: 2477.683105
	Iteration 26Q: 3 clusters Score -417040.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -417043.437500 Penalty: 2477.683105
	Iteration 27Q: 3 clusters Score -417043.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -417047.000000 Penalty: 2477.683105
	Iteration 28Q: 3 clusters Score -417047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -417051.156250 Penalty: 2477.683105
	Iteration 29Q: 3 clusters Score -417051.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -417054.250000 Penalty: 2477.683105
	Iteration 30Q: 3 clusters Score -417054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -417056.687500 Penalty: 2477.683105
	Iteration 31Q: 3 clusters Score -417056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -417058.000000 Penalty: 2477.683105
	Iteration 32Q: 3 clusters Score -417058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -417057.437500 Penalty: 2477.683105
	Iteration 33Q: 3 clusters Score -417057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -417057.875000 Penalty: 2477.683105
	Iteration 34Q: 3 clusters Score -417057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -417058.843750 Penalty: 2477.683105
	Iteration 35Q: 3 clusters Score -417058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -417059.968750 Penalty: 2477.683105
	Iteration 36Q: 3 clusters Score -417060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -417060.187500 Penalty: 2477.683105
	Iteration 37Q: 3 clusters Score -417060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -417060.187500 Penalty: 2477.683105
	Iteration 38F: 3 clusters Score -417060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Entering Unmasked Estep 
Score: -9713879.000000 Penalty: 1693.562988
	Iteration 0F: 2 clusters Score -9713879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -9656291.000000 Penalty: 3387.125977
	Iteration 0F: 3 clusters Score -9656291 nChanged 41338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -9679646.000000 Penalty: 3387.125977
	Iteration 1F: 3 clusters Score -9679646 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -9680407.000000 Penalty: 3387.125977
	Iteration 2Q: 3 clusters Score -9680407 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -9681130.000000 Penalty: 3387.125977
	Iteration 3Q: 3 clusters Score -9681130 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -9682039.000000 Penalty: 3387.125977
	Iteration 4Q: 3 clusters Score -9682039 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -9683279.000000 Penalty: 3387.125977
	Iteration 5Q: 3 clusters Score -9683279 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -9684850.000000 Penalty: 3387.125977
	Iteration 6Q: 3 clusters Score -9684850 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -9686872.000000 Penalty: 3387.125977
	Iteration 7Q: 3 clusters Score -9686872 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -9689522.000000 Penalty: 3387.125977
	Iteration 8F: 3 clusters Score -9689522 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -9692627.000000 Penalty: 3387.125977
	Iteration 9F: 3 clusters Score -9692627 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -9695891.000000 Penalty: 3387.125977
	Iteration 10F: 3 clusters Score -9695891 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -9699323.000000 Penalty: 3387.125977
	Iteration 11F: 3 clusters Score -9699323 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -9702685.000000 Penalty: 3387.125977
	Iteration 12F: 3 clusters Score -9702685 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -9705813.000000 Penalty: 3387.125977
	Iteration 13F: 3 clusters Score -9705813 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -9708283.000000 Penalty: 3387.125977
	Iteration 14Q: 3 clusters Score -9708283 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -9710109.000000 Penalty: 3387.125977
	Iteration 15Q: 3 clusters Score -9710109 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -9711295.000000 Penalty: 3387.125977
	Iteration 16Q: 3 clusters Score -9711295 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -9711943.000000 Penalty: 3387.125977
	Iteration 17Q: 3 clusters Score -9711943 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -9712374.000000 Penalty: 3387.125977
	Iteration 18Q: 3 clusters Score -9712374 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -9712642.000000 Penalty: 3387.125977
	Iteration 19Q: 3 clusters Score -9712642 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -9712829.000000 Penalty: 3387.125977
	Iteration 20F: 3 clusters Score -9712829 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 85015 members 
Entering Unmasked Estep 
Score: -9712993.000000 Penalty: 3387.125977
	Iteration 21Q: 3 clusters Score -9712993 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 85237 members 
Entering Unmasked Estep 
Score: -9713079.000000 Penalty: 3387.125977
	Iteration 22Q: 3 clusters Score -9713079 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -9713160.000000 Penalty: 3387.125977
	Iteration 23Q: 3 clusters Score -9713160 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 85547 members 
Entering Unmasked Estep 
Score: -9713206.000000 Penalty: 3387.125977
	Iteration 24Q: 3 clusters Score -9713206 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -9713265.000000 Penalty: 3387.125977
	Iteration 25Q: 3 clusters Score -9713265 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -9713307.000000 Penalty: 3387.125977
	Iteration 26Q: 3 clusters Score -9713307 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 85806 members 
Entering Unmasked Estep 
Score: -9713317.000000 Penalty: 3387.125977
	Iteration 27Q: 3 clusters Score -9713317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 85841 members 
Entering Unmasked Estep 
Score: -9713325.000000 Penalty: 3387.125977
	Iteration 28Q: 3 clusters Score -9713325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -9713338.000000 Penalty: 3387.125977
	Iteration 29Q: 3 clusters Score -9713338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -9713326.000000 Penalty: 3387.125977
	Iteration 30Q: 3 clusters Score -9713326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -9713338.000000 Penalty: 3387.125977
	Iteration 31Q: 3 clusters Score -9713338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 85890 members 
Entering Unmasked Estep 
Score: -9713338.000000 Penalty: 3387.125977
	Iteration 32Q: 3 clusters Score -9713338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -9713347.000000 Penalty: 3387.125977
	Iteration 33Q: 3 clusters Score -9713347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -9713353.000000 Penalty: 3387.125977
	Iteration 34Q: 3 clusters Score -9713353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 85924 members 
Entering Unmasked Estep 
Score: -9713344.000000 Penalty: 3387.125977
	Iteration 35Q: 3 clusters Score -9713344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -9713345.000000 Penalty: 3387.125977
	Iteration 36Q: 3 clusters Score -9713345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -9713342.000000 Penalty: 3387.125977
	Iteration 37Q: 3 clusters Score -9713342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -9713357.000000 Penalty: 3387.125977
	Iteration 38Q: 3 clusters Score -9713357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -9713356.000000 Penalty: 3387.125977
	Iteration 39Q: 3 clusters Score -9713356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -9713362.000000 Penalty: 3387.125977
	Iteration 40F: 3 clusters Score -9713362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 85990 members 
Entering Unmasked Estep 
Score: -9713364.000000 Penalty: 3387.125977
	Iteration 41Q: 3 clusters Score -9713364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -9713368.000000 Penalty: 3387.125977
	Iteration 42Q: 3 clusters Score -9713368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -9713369.000000 Penalty: 3387.125977
	Iteration 43Q: 3 clusters Score -9713369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -9713370.000000 Penalty: 3387.125977
	Iteration 44Q: 3 clusters Score -9713370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -9713376.000000 Penalty: 3387.125977
	Iteration 45Q: 3 clusters Score -9713376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -9713375.000000 Penalty: 3387.125977
	Iteration 46Q: 3 clusters Score -9713375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -9713373.000000 Penalty: 3387.125977
	Iteration 47Q: 3 clusters Score -9713373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -9713372.000000 Penalty: 3387.125977
	Iteration 48Q: 3 clusters Score -9713372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -9713371.000000 Penalty: 3387.125977
	Iteration 49Q: 3 clusters Score -9713371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -9713379.000000 Penalty: 3387.125977
	Iteration 50Q: 3 clusters Score -9713379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -9713381.000000 Penalty: 3387.125977
	Iteration 51Q: 3 clusters Score -9713381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -9713381.000000 Penalty: 3387.125977
	Iteration 52F: 3 clusters Score -9713381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Entering Unmasked Estep 
Score: -4083874.500000 Penalty: 1564.080688
	Iteration 0F: 2 clusters Score -4083874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -4060052.250000 Penalty: 3128.161377
	Iteration 0F: 3 clusters Score -4060052 nChanged 16526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4069166.750000 Penalty: 3128.161377
	Iteration 1F: 3 clusters Score -4069167 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4069759.000000 Penalty: 3128.161377
	Iteration 2Q: 3 clusters Score -4069759 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -4070344.750000 Penalty: 3128.161377
	Iteration 3Q: 3 clusters Score -4070345 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -4070902.250000 Penalty: 3128.161377
	Iteration 4Q: 3 clusters Score -4070902 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4071536.250000 Penalty: 3128.161377
	Iteration 5Q: 3 clusters Score -4071536 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4072222.250000 Penalty: 3128.161377
	Iteration 6Q: 3 clusters Score -4072222 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -4073052.000000 Penalty: 3128.161377
	Iteration 7Q: 3 clusters Score -4073052 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4074012.000000 Penalty: 3128.161377
	Iteration 8Q: 3 clusters Score -4074012 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -4075261.750000 Penalty: 3128.161377
	Iteration 9F: 3 clusters Score -4075262 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -4076668.250000 Penalty: 3128.161377
	Iteration 10F: 3 clusters Score -4076668 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4078141.250000 Penalty: 3128.161377
	Iteration 11F: 3 clusters Score -4078141 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4079468.750000 Penalty: 3128.161377
	Iteration 12Q: 3 clusters Score -4079469 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4080543.000000 Penalty: 3128.161377
	Iteration 13Q: 3 clusters Score -4080543 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4081319.750000 Penalty: 3128.161377
	Iteration 14Q: 3 clusters Score -4081320 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4081810.500000 Penalty: 3128.161377
	Iteration 15Q: 3 clusters Score -4081810 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4082122.500000 Penalty: 3128.161377
	Iteration 16Q: 3 clusters Score -4082122 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4082300.250000 Penalty: 3128.161377
	Iteration 17Q: 3 clusters Score -4082300 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4082396.250000 Penalty: 3128.161377
	Iteration 18Q: 3 clusters Score -4082396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4082451.500000 Penalty: 3128.161377
	Iteration 19Q: 3 clusters Score -4082452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4082503.500000 Penalty: 3128.161377
	Iteration 20F: 3 clusters Score -4082504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4082550.250000 Penalty: 3128.161377
	Iteration 21Q: 3 clusters Score -4082550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4082560.000000 Penalty: 3128.161377
	Iteration 22Q: 3 clusters Score -4082560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4082587.000000 Penalty: 3128.161377
	Iteration 23Q: 3 clusters Score -4082587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4082598.500000 Penalty: 3128.161377
	Iteration 24Q: 3 clusters Score -4082598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4082620.000000 Penalty: 3128.161377
	Iteration 25Q: 3 clusters Score -4082620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4082631.750000 Penalty: 3128.161377
	Iteration 26Q: 3 clusters Score -4082632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4082642.500000 Penalty: 3128.161377
	Iteration 27Q: 3 clusters Score -4082642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4082654.500000 Penalty: 3128.161377
	Iteration 28Q: 3 clusters Score -4082654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4082658.750000 Penalty: 3128.161377
	Iteration 29Q: 3 clusters Score -4082659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4082664.000000 Penalty: 3128.161377
	Iteration 30Q: 3 clusters Score -4082664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4082669.250000 Penalty: 3128.161377
	Iteration 31Q: 3 clusters Score -4082669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4082676.000000 Penalty: 3128.161377
	Iteration 32Q: 3 clusters Score -4082676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4082675.500000 Penalty: 3128.161377
	Iteration 33Q: 3 clusters Score -4082676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4082675.250000 Penalty: 3128.161377
	Iteration 34Q: 3 clusters Score -4082675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4082693.500000 Penalty: 3128.161377
	Iteration 35Q: 3 clusters Score -4082694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4082693.750000 Penalty: 3128.161377
	Iteration 36Q: 3 clusters Score -4082694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4082698.000000 Penalty: 3128.161377
	Iteration 37Q: 3 clusters Score -4082698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4082694.750000 Penalty: 3128.161377
	Iteration 38Q: 3 clusters Score -4082695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4082694.750000 Penalty: 3128.161377
	Iteration 39F: 3 clusters Score -4082695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -195613.812500 Penalty: 1122.044556
	Iteration 0F: 2 clusters Score -195613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -193794.859375 Penalty: 2244.089111
	Iteration 0F: 3 clusters Score -193794.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -194238.437500 Penalty: 2244.089111
	Iteration 1F: 3 clusters Score -194238.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -194400.515625 Penalty: 2244.089111
	Iteration 2F: 3 clusters Score -194400.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -194480.031250 Penalty: 2244.089111
	Iteration 3Q: 3 clusters Score -194480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -194516.421875 Penalty: 2244.089111
	Iteration 4Q: 3 clusters Score -194516.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -194545.640625 Penalty: 2244.089111
	Iteration 5Q: 3 clusters Score -194545.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -194561.718750 Penalty: 2244.089111
	Iteration 6Q: 3 clusters Score -194561.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -194581.265625 Penalty: 2244.089111
	Iteration 7Q: 3 clusters Score -194581.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -194595.484375 Penalty: 2244.089111
	Iteration 8Q: 3 clusters Score -194595.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -194607.062500 Penalty: 2244.089111
	Iteration 9Q: 3 clusters Score -194607.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -194619.093750 Penalty: 2244.089111
	Iteration 10Q: 3 clusters Score -194619.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -194627.953125 Penalty: 2244.089111
	Iteration 11Q: 3 clusters Score -194628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -194641.296875 Penalty: 2244.089111
	Iteration 12Q: 3 clusters Score -194641.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -194652.312500 Penalty: 2244.089111
	Iteration 13Q: 3 clusters Score -194652.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -194663.234375 Penalty: 2244.089111
	Iteration 14Q: 3 clusters Score -194663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -194668.000000 Penalty: 2244.089111
	Iteration 15Q: 3 clusters Score -194668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -194672.734375 Penalty: 2244.089111
	Iteration 16Q: 3 clusters Score -194672.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -194679.671875 Penalty: 2244.089111
	Iteration 17Q: 3 clusters Score -194679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -194682.031250 Penalty: 2244.089111
	Iteration 18Q: 3 clusters Score -194682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -194687.234375 Penalty: 2244.089111
	Iteration 19Q: 3 clusters Score -194687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -194690.953125 Penalty: 2244.089111
	Iteration 20F: 3 clusters Score -194691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -194694.234375 Penalty: 2244.089111
	Iteration 21Q: 3 clusters Score -194694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -194695.171875 Penalty: 2244.089111
	Iteration 22Q: 3 clusters Score -194695.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -194698.250000 Penalty: 2244.089111
	Iteration 23Q: 3 clusters Score -194698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194702.078125 Penalty: 2244.089111
	Iteration 24Q: 3 clusters Score -194702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -194706.562500 Penalty: 2244.089111
	Iteration 25Q: 3 clusters Score -194706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -194711.203125 Penalty: 2244.089111
	Iteration 26Q: 3 clusters Score -194711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -194715.140625 Penalty: 2244.089111
	Iteration 27Q: 3 clusters Score -194715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -194717.640625 Penalty: 2244.089111
	Iteration 28Q: 3 clusters Score -194717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -194721.218750 Penalty: 2244.089111
	Iteration 29Q: 3 clusters Score -194721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -194724.078125 Penalty: 2244.089111
	Iteration 30Q: 3 clusters Score -194724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -194728.078125 Penalty: 2244.089111
	Iteration 31Q: 3 clusters Score -194728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -194731.062500 Penalty: 2244.089111
	Iteration 32Q: 3 clusters Score -194731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -194733.984375 Penalty: 2244.089111
	Iteration 33Q: 3 clusters Score -194734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -194735.421875 Penalty: 2244.089111
	Iteration 34Q: 3 clusters Score -194735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -194738.531250 Penalty: 2244.089111
	Iteration 35Q: 3 clusters Score -194738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -194739.312500 Penalty: 2244.089111
	Iteration 36Q: 3 clusters Score -194739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -194739.718750 Penalty: 2244.089111
	Iteration 37Q: 3 clusters Score -194739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -194739.718750 Penalty: 2244.089111
	Iteration 38F: 3 clusters Score -194739.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Entering Unmasked Estep 
Score: -10278568.000000 Penalty: 1701.946777
	Iteration 0F: 2 clusters Score -1.027857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -10218078.000000 Penalty: 3403.893555
	Iteration 0F: 3 clusters Score -1.021808e+07 nChanged 43556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -10243315.000000 Penalty: 3403.893555
	Iteration 1F: 3 clusters Score -1.024332e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -10244615.000000 Penalty: 3403.893555
	Iteration 2Q: 3 clusters Score -1.024462e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -10246479.000000 Penalty: 3403.893555
	Iteration 3Q: 3 clusters Score -1.024648e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -10249105.000000 Penalty: 3403.893555
	Iteration 4F: 3 clusters Score -1.02491e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -10252409.000000 Penalty: 3403.893555
	Iteration 5F: 3 clusters Score -1.025241e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -10255638.000000 Penalty: 3403.893555
	Iteration 6F: 3 clusters Score -1.025564e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -10258023.000000 Penalty: 3403.893555
	Iteration 7F: 3 clusters Score -1.025802e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -10259675.000000 Penalty: 3403.893555
	Iteration 8Q: 3 clusters Score -1.025968e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -10260744.000000 Penalty: 3403.893555
	Iteration 9Q: 3 clusters Score -1.026074e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -10261543.000000 Penalty: 3403.893555
	Iteration 10Q: 3 clusters Score -1.026154e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -10262109.000000 Penalty: 3403.893555
	Iteration 11Q: 3 clusters Score -1.026211e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -10262733.000000 Penalty: 3403.893555
	Iteration 12Q: 3 clusters Score -1.026273e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -10263433.000000 Penalty: 3403.893555
	Iteration 13Q: 3 clusters Score -1.026343e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -10264347.000000 Penalty: 3403.893555
	Iteration 14Q: 3 clusters Score -1.026435e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -10265376.000000 Penalty: 3403.893555
	Iteration 15Q: 3 clusters Score -1.026538e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -10266628.000000 Penalty: 3403.893555
	Iteration 16Q: 3 clusters Score -1.026663e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -10268175.000000 Penalty: 3403.893555
	Iteration 17Q: 3 clusters Score -1.026818e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -10269871.000000 Penalty: 3403.893555
	Iteration 18Q: 3 clusters Score -1.026987e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -10271583.000000 Penalty: 3403.893555
	Iteration 19Q: 3 clusters Score -1.027158e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -10273189.000000 Penalty: 3403.893555
	Iteration 20F: 3 clusters Score -1.027319e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -10274602.000000 Penalty: 3403.893555
	Iteration 21Q: 3 clusters Score -1.02746e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -10275803.000000 Penalty: 3403.893555
	Iteration 22Q: 3 clusters Score -1.02758e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -10276745.000000 Penalty: 3403.893555
	Iteration 23Q: 3 clusters Score -1.027674e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -10277319.000000 Penalty: 3403.893555
	Iteration 24Q: 3 clusters Score -1.027732e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 86316 members 
Entering Unmasked Estep 
Score: -10277742.000000 Penalty: 3403.893555
	Iteration 25Q: 3 clusters Score -1.027774e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -10278027.000000 Penalty: 3403.893555
	Iteration 26Q: 3 clusters Score -1.027803e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -10278221.000000 Penalty: 3403.893555
	Iteration 27Q: 3 clusters Score -1.027822e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 88268 members 
Entering Unmasked Estep 
Score: -10278359.000000 Penalty: 3403.893555
	Iteration 28Q: 3 clusters Score -1.027836e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -10278451.000000 Penalty: 3403.893555
	Iteration 29Q: 3 clusters Score -1.027845e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -10278530.000000 Penalty: 3403.893555
	Iteration 30Q: 3 clusters Score -1.027853e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -10278572.000000 Penalty: 3403.893555
	Iteration 31Q: 3 clusters Score -1.027857e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -10278626.000000 Penalty: 3403.893555
	Iteration 32Q: 3 clusters Score -1.027863e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 89291 members 
Entering Unmasked Estep 
Score: -10278652.000000 Penalty: 3403.893555
	Iteration 33Q: 3 clusters Score -1.027865e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -10278660.000000 Penalty: 3403.893555
	Iteration 34Q: 3 clusters Score -1.027866e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -10278668.000000 Penalty: 3403.893555
	Iteration 35Q: 3 clusters Score -1.027867e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 89503 members 
Entering Unmasked Estep 
Score: -10278688.000000 Penalty: 3403.893555
	Iteration 36Q: 3 clusters Score -1.027869e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 89558 members 
Entering Unmasked Estep 
Score: -10278676.000000 Penalty: 3403.893555
	Iteration 37Q: 3 clusters Score -1.027868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -10278688.000000 Penalty: 3403.893555
	Iteration 38Q: 3 clusters Score -1.027869e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 89640 members 
Entering Unmasked Estep 
Score: -10278687.000000 Penalty: 3403.893555
	Iteration 39Q: 3 clusters Score -1.027869e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -10278680.000000 Penalty: 3403.893555
	Iteration 40F: 3 clusters Score -1.027868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -10278689.000000 Penalty: 3403.893555
	Iteration 41Q: 3 clusters Score -1.027869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 89715 members 
Entering Unmasked Estep 
Score: -10278699.000000 Penalty: 3403.893555
	Iteration 42Q: 3 clusters Score -1.02787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 89736 members 
Entering Unmasked Estep 
Score: -10278695.000000 Penalty: 3403.893555
	Iteration 43Q: 3 clusters Score -1.02787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -10278699.000000 Penalty: 3403.893555
	Iteration 44Q: 3 clusters Score -1.02787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -10278700.000000 Penalty: 3403.893555
	Iteration 45Q: 3 clusters Score -1.02787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -10278701.000000 Penalty: 3403.893555
	Iteration 46Q: 3 clusters Score -1.02787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 89791 members 
Entering Unmasked Estep 
Score: -10278703.000000 Penalty: 3403.893555
	Iteration 47Q: 3 clusters Score -1.02787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -10278709.000000 Penalty: 3403.893555
	Iteration 48Q: 3 clusters Score -1.027871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -10278702.000000 Penalty: 3403.893555
	Iteration 49Q: 3 clusters Score -1.02787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -10278706.000000 Penalty: 3403.893555
	Iteration 50Q: 3 clusters Score -1.027871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -10278709.000000 Penalty: 3403.893555
	Iteration 51Q: 3 clusters Score -1.027871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -10278713.000000 Penalty: 3403.893555
	Iteration 52Q: 3 clusters Score -1.027871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -10278705.000000 Penalty: 3403.893555
	Iteration 53Q: 3 clusters Score -1.02787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -10278708.000000 Penalty: 3403.893555
	Iteration 54Q: 3 clusters Score -1.027871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -10278716.000000 Penalty: 3403.893555
	Iteration 55Q: 3 clusters Score -1.027872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -10278713.000000 Penalty: 3403.893555
	Iteration 56Q: 3 clusters Score -1.027871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -10278710.000000 Penalty: 3403.893555
	Iteration 57Q: 3 clusters Score -1.027871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -10278711.000000 Penalty: 3403.893555
	Iteration 58Q: 3 clusters Score -1.027871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -10278705.000000 Penalty: 3403.893555
	Iteration 59Q: 3 clusters Score -1.02787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -10278708.000000 Penalty: 3403.893555
	Iteration 60F: 3 clusters Score -1.027871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -10278702.000000 Penalty: 3403.893555
	Iteration 61Q: 3 clusters Score -1.02787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -10278706.000000 Penalty: 3403.893555
	Iteration 62Q: 3 clusters Score -1.027871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -10278706.000000 Penalty: 3403.893555
	Iteration 63F: 3 clusters Score -1.027871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17959 members 
Mstep: Class 5 contains 49182 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64679 members 
Mstep: Class 14 contains 40424 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4128 members 
Mstep: Class 17 contains 87682 members 
Mstep: Class 18 contains 36728 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 89883 members 
Mstep: Class 21 contains 2881 members 
Mstep: Class 22 contains 22585 members 
Mstep: Class 24 contains 38030 members 
Mstep: Class 25 contains 23709 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 28580 members 
Mstep: Class 28 contains 28514 members 
Entering Unmasked Estep 
Score: -78746656.000000 Penalty: 54267.949219
Splitting cluster 21 changes total score from -78746640.000000 to -78746656.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 22 (22585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Entering Unmasked Estep 
Score: -2430476.500000 Penalty: 1491.726196
	Iteration 0F: 2 clusters Score -2430476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2415774.000000 Penalty: 2983.452393
	Iteration 0F: 3 clusters Score -2415774 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2421263.250000 Penalty: 2983.452393
	Iteration 1F: 3 clusters Score -2421263 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2421865.500000 Penalty: 2983.452393
	Iteration 2F: 3 clusters Score -2421866 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2422500.000000 Penalty: 2983.452393
	Iteration 3F: 3 clusters Score -2422500 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2423244.250000 Penalty: 2983.452393
	Iteration 4F: 3 clusters Score -2423244 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2424074.500000 Penalty: 2983.452393
	Iteration 5F: 3 clusters Score -2424074 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2424929.500000 Penalty: 2983.452393
	Iteration 6F: 3 clusters Score -2424930 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2425607.000000 Penalty: 2983.452393
	Iteration 7F: 3 clusters Score -2425607 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2426127.750000 Penalty: 2983.452393
	Iteration 8Q: 3 clusters Score -2426128 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2426507.500000 Penalty: 2983.452393
	Iteration 9Q: 3 clusters Score -2426508 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2426866.750000 Penalty: 2983.452393
	Iteration 10Q: 3 clusters Score -2426867 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2427187.000000 Penalty: 2983.452393
	Iteration 11Q: 3 clusters Score -2427187 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2427482.500000 Penalty: 2983.452393
	Iteration 12Q: 3 clusters Score -2427482 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2427736.000000 Penalty: 2983.452393
	Iteration 13Q: 3 clusters Score -2427736 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2427946.250000 Penalty: 2983.452393
	Iteration 14Q: 3 clusters Score -2427946 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2428131.750000 Penalty: 2983.452393
	Iteration 15Q: 3 clusters Score -2428132 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2428288.750000 Penalty: 2983.452393
	Iteration 16Q: 3 clusters Score -2428289 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2428425.000000 Penalty: 2983.452393
	Iteration 17Q: 3 clusters Score -2428425 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2428542.500000 Penalty: 2983.452393
	Iteration 18Q: 3 clusters Score -2428542 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2428655.750000 Penalty: 2983.452393
	Iteration 19Q: 3 clusters Score -2428656 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2428740.500000 Penalty: 2983.452393
	Iteration 20F: 3 clusters Score -2428740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2428798.250000 Penalty: 2983.452393
	Iteration 21Q: 3 clusters Score -2428798 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2428840.500000 Penalty: 2983.452393
	Iteration 22Q: 3 clusters Score -2428840 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2428895.500000 Penalty: 2983.452393
	Iteration 23Q: 3 clusters Score -2428896 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2428943.250000 Penalty: 2983.452393
	Iteration 24Q: 3 clusters Score -2428943 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2429008.250000 Penalty: 2983.452393
	Iteration 25Q: 3 clusters Score -2429008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2429052.750000 Penalty: 2983.452393
	Iteration 26Q: 3 clusters Score -2429053 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2429084.250000 Penalty: 2983.452393
	Iteration 27Q: 3 clusters Score -2429084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2429120.000000 Penalty: 2983.452393
	Iteration 28Q: 3 clusters Score -2429120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2429150.500000 Penalty: 2983.452393
	Iteration 29Q: 3 clusters Score -2429150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2429174.500000 Penalty: 2983.452393
	Iteration 30Q: 3 clusters Score -2429174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2429192.500000 Penalty: 2983.452393
	Iteration 31Q: 3 clusters Score -2429192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2429202.000000 Penalty: 2983.452393
	Iteration 32Q: 3 clusters Score -2429202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2429214.750000 Penalty: 2983.452393
	Iteration 33Q: 3 clusters Score -2429215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2429224.250000 Penalty: 2983.452393
	Iteration 34Q: 3 clusters Score -2429224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2429234.250000 Penalty: 2983.452393
	Iteration 35Q: 3 clusters Score -2429234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2429246.500000 Penalty: 2983.452393
	Iteration 36Q: 3 clusters Score -2429246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2429258.750000 Penalty: 2983.452393
	Iteration 37Q: 3 clusters Score -2429259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2429275.000000 Penalty: 2983.452393
	Iteration 38Q: 3 clusters Score -2429275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2429287.750000 Penalty: 2983.452393
	Iteration 39Q: 3 clusters Score -2429288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2429289.500000 Penalty: 2983.452393
	Iteration 40F: 3 clusters Score -2429290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2429299.750000 Penalty: 2983.452393
	Iteration 41Q: 3 clusters Score -2429300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2429304.750000 Penalty: 2983.452393
	Iteration 42Q: 3 clusters Score -2429305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2429308.500000 Penalty: 2983.452393
	Iteration 43Q: 3 clusters Score -2429308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2429314.750000 Penalty: 2983.452393
	Iteration 44Q: 3 clusters Score -2429315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2429317.500000 Penalty: 2983.452393
	Iteration 45Q: 3 clusters Score -2429318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2429325.750000 Penalty: 2983.452393
	Iteration 46Q: 3 clusters Score -2429326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2429329.500000 Penalty: 2983.452393
	Iteration 47Q: 3 clusters Score -2429330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2429336.000000 Penalty: 2983.452393
	Iteration 48Q: 3 clusters Score -2429336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2429338.750000 Penalty: 2983.452393
	Iteration 49Q: 3 clusters Score -2429339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2429343.000000 Penalty: 2983.452393
	Iteration 50Q: 3 clusters Score -2429343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2429346.500000 Penalty: 2983.452393
	Iteration 51Q: 3 clusters Score -2429346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2429350.750000 Penalty: 2983.452393
	Iteration 52Q: 3 clusters Score -2429351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2429351.250000 Penalty: 2983.452393
	Iteration 53Q: 3 clusters Score -2429351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2429353.250000 Penalty: 2983.452393
	Iteration 54Q: 3 clusters Score -2429353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2429354.500000 Penalty: 2983.452393
	Iteration 55Q: 3 clusters Score -2429354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2429359.000000 Penalty: 2983.452393
	Iteration 56Q: 3 clusters Score -2429359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2429358.750000 Penalty: 2983.452393
	Iteration 57Q: 3 clusters Score -2429359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2429364.250000 Penalty: 2983.452393
	Iteration 58Q: 3 clusters Score -2429364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2429367.250000 Penalty: 2983.452393
	Iteration 59Q: 3 clusters Score -2429367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2429369.500000 Penalty: 2983.452393
	Iteration 60F: 3 clusters Score -2429370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2429373.750000 Penalty: 2983.452393
	Iteration 61Q: 3 clusters Score -2429374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2429371.250000 Penalty: 2983.452393
	Iteration 62Q: 3 clusters Score -2429371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2429375.500000 Penalty: 2983.452393
	Iteration 63Q: 3 clusters Score -2429376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2429375.750000 Penalty: 2983.452393
	Iteration 64Q: 3 clusters Score -2429376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2429382.500000 Penalty: 2983.452393
	Iteration 65Q: 3 clusters Score -2429382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2429380.750000 Penalty: 2983.452393
	Iteration 66Q: 3 clusters Score -2429381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2429383.250000 Penalty: 2983.452393
	Iteration 67Q: 3 clusters Score -2429383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2429386.750000 Penalty: 2983.452393
	Iteration 68Q: 3 clusters Score -2429387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2429391.000000 Penalty: 2983.452393
	Iteration 69Q: 3 clusters Score -2429391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2429389.000000 Penalty: 2983.452393
	Iteration 70Q: 3 clusters Score -2429389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2429397.250000 Penalty: 2983.452393
	Iteration 71Q: 3 clusters Score -2429397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2429395.750000 Penalty: 2983.452393
	Iteration 72Q: 3 clusters Score -2429396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2429397.750000 Penalty: 2983.452393
	Iteration 73Q: 3 clusters Score -2429398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2429398.000000 Penalty: 2983.452393
	Iteration 74Q: 3 clusters Score -2429398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2429398.000000 Penalty: 2983.452393
	Iteration 75Q: 3 clusters Score -2429398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2429398.000000 Penalty: 2983.452393
	Iteration 76F: 3 clusters Score -2429398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Entering Unmasked Estep 
Score: -4238469.000000 Penalty: 1569.264160
	Iteration 0F: 2 clusters Score -4238469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4213573.000000 Penalty: 3138.528320
	Iteration 0F: 3 clusters Score -4213573 nChanged 17391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4223241.500000 Penalty: 3138.528320
	Iteration 1F: 3 clusters Score -4223242 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4223832.000000 Penalty: 3138.528320
	Iteration 2Q: 3 clusters Score -4223832 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4224548.500000 Penalty: 3138.528320
	Iteration 3Q: 3 clusters Score -4224548 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4225408.500000 Penalty: 3138.528320
	Iteration 4Q: 3 clusters Score -4225408 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -4226672.000000 Penalty: 3138.528320
	Iteration 5F: 3 clusters Score -4226672 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4228384.500000 Penalty: 3138.528320
	Iteration 6F: 3 clusters Score -4228384 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -4230582.000000 Penalty: 3138.528320
	Iteration 7F: 3 clusters Score -4230582 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -4232925.500000 Penalty: 3138.528320
	Iteration 8F: 3 clusters Score -4232926 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -4234749.000000 Penalty: 3138.528320
	Iteration 9F: 3 clusters Score -4234749 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -4235883.000000 Penalty: 3138.528320
	Iteration 10Q: 3 clusters Score -4235883 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4236542.500000 Penalty: 3138.528320
	Iteration 11Q: 3 clusters Score -4236542 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -4236864.500000 Penalty: 3138.528320
	Iteration 12Q: 3 clusters Score -4236864 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -4237025.000000 Penalty: 3138.528320
	Iteration 13Q: 3 clusters Score -4237025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4237101.500000 Penalty: 3138.528320
	Iteration 14Q: 3 clusters Score -4237102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4237143.500000 Penalty: 3138.528320
	Iteration 15Q: 3 clusters Score -4237144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -4237162.500000 Penalty: 3138.528320
	Iteration 16Q: 3 clusters Score -4237162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -4237172.500000 Penalty: 3138.528320
	Iteration 17Q: 3 clusters Score -4237172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -4237184.000000 Penalty: 3138.528320
	Iteration 18Q: 3 clusters Score -4237184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4237194.000000 Penalty: 3138.528320
	Iteration 19Q: 3 clusters Score -4237194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -4237199.000000 Penalty: 3138.528320
	Iteration 20F: 3 clusters Score -4237199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4237205.500000 Penalty: 3138.528320
	Iteration 21Q: 3 clusters Score -4237206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4237219.500000 Penalty: 3138.528320
	Iteration 22Q: 3 clusters Score -4237220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4237227.000000 Penalty: 3138.528320
	Iteration 23Q: 3 clusters Score -4237227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -4237230.000000 Penalty: 3138.528320
	Iteration 24Q: 3 clusters Score -4237230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4237228.500000 Penalty: 3138.528320
	Iteration 25Q: 3 clusters Score -4237228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -4237231.000000 Penalty: 3138.528320
	Iteration 26Q: 3 clusters Score -4237231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4237226.000000 Penalty: 3138.528320
	Iteration 27Q: 3 clusters Score -4237226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4237228.500000 Penalty: 3138.528320
	Iteration 28Q: 3 clusters Score -4237228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -4237228.500000 Penalty: 3138.528320
	Iteration 29Q: 3 clusters Score -4237228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -4237228.500000 Penalty: 3138.528320
	Iteration 30F: 3 clusters Score -4237228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Entering Unmasked Estep 
Score: -2397363.500000 Penalty: 1498.953247
	Iteration 0F: 2 clusters Score -2397364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2381959.500000 Penalty: 2997.906494
	Iteration 0F: 3 clusters Score -2381960 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2387517.000000 Penalty: 2997.906494
	Iteration 1F: 3 clusters Score -2387517 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2387974.500000 Penalty: 2997.906494
	Iteration 2F: 3 clusters Score -2387974 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2388356.000000 Penalty: 2997.906494
	Iteration 3Q: 3 clusters Score -2388356 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2388663.500000 Penalty: 2997.906494
	Iteration 4Q: 3 clusters Score -2388664 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2388948.250000 Penalty: 2997.906494
	Iteration 5Q: 3 clusters Score -2388948 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2389194.750000 Penalty: 2997.906494
	Iteration 6Q: 3 clusters Score -2389195 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2389431.250000 Penalty: 2997.906494
	Iteration 7Q: 3 clusters Score -2389431 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2389700.000000 Penalty: 2997.906494
	Iteration 8Q: 3 clusters Score -2389700 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2389995.500000 Penalty: 2997.906494
	Iteration 9Q: 3 clusters Score -2389996 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2390385.250000 Penalty: 2997.906494
	Iteration 10Q: 3 clusters Score -2390385 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2390865.250000 Penalty: 2997.906494
	Iteration 11Q: 3 clusters Score -2390865 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2391508.500000 Penalty: 2997.906494
	Iteration 12Q: 3 clusters Score -2391508 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2392293.500000 Penalty: 2997.906494
	Iteration 13F: 3 clusters Score -2392294 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2393183.750000 Penalty: 2997.906494
	Iteration 14F: 3 clusters Score -2393184 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2394090.000000 Penalty: 2997.906494
	Iteration 15Q: 3 clusters Score -2394090 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2394878.250000 Penalty: 2997.906494
	Iteration 16Q: 3 clusters Score -2394878 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2395431.250000 Penalty: 2997.906494
	Iteration 17Q: 3 clusters Score -2395431 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2395748.250000 Penalty: 2997.906494
	Iteration 18Q: 3 clusters Score -2395748 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2395937.500000 Penalty: 2997.906494
	Iteration 19Q: 3 clusters Score -2395938 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2396056.250000 Penalty: 2997.906494
	Iteration 20F: 3 clusters Score -2396056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2396125.000000 Penalty: 2997.906494
	Iteration 21Q: 3 clusters Score -2396125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2396180.250000 Penalty: 2997.906494
	Iteration 22Q: 3 clusters Score -2396180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2396229.750000 Penalty: 2997.906494
	Iteration 23Q: 3 clusters Score -2396230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2396248.750000 Penalty: 2997.906494
	Iteration 24Q: 3 clusters Score -2396249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2396269.000000 Penalty: 2997.906494
	Iteration 25Q: 3 clusters Score -2396269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2396283.250000 Penalty: 2997.906494
	Iteration 26Q: 3 clusters Score -2396283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2396296.000000 Penalty: 2997.906494
	Iteration 27Q: 3 clusters Score -2396296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2396298.750000 Penalty: 2997.906494
	Iteration 28Q: 3 clusters Score -2396299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2396299.500000 Penalty: 2997.906494
	Iteration 29Q: 3 clusters Score -2396300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2396300.000000 Penalty: 2997.906494
	Iteration 30Q: 3 clusters Score -2396300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2396304.000000 Penalty: 2997.906494
	Iteration 31Q: 3 clusters Score -2396304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2396304.500000 Penalty: 2997.906494
	Iteration 32F: 3 clusters Score -2396304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2396308.500000 Penalty: 2997.906494
	Iteration 33Q: 3 clusters Score -2396308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2396313.250000 Penalty: 2997.906494
	Iteration 34Q: 3 clusters Score -2396313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2396313.250000 Penalty: 2997.906494
	Iteration 35Q: 3 clusters Score -2396313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2396313.250000 Penalty: 2997.906494
	Iteration 36Q: 3 clusters Score -2396313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2396319.750000 Penalty: 2997.906494
	Iteration 37Q: 3 clusters Score -2396320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2396325.500000 Penalty: 2997.906494
	Iteration 38Q: 3 clusters Score -2396326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2396329.250000 Penalty: 2997.906494
	Iteration 39Q: 3 clusters Score -2396329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2396328.500000 Penalty: 2997.906494
	Iteration 40F: 3 clusters Score -2396328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -189865.968750 Penalty: 1095.372681
	Iteration 0F: 2 clusters Score -189866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188218.953125 Penalty: 2190.745361
	Iteration 0F: 3 clusters Score -188219 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -188612.593750 Penalty: 2190.745361
	Iteration 1F: 3 clusters Score -188612.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -188707.828125 Penalty: 2190.745361
	Iteration 2F: 3 clusters Score -188707.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -188755.875000 Penalty: 2190.745361
	Iteration 3Q: 3 clusters Score -188755.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188779.843750 Penalty: 2190.745361
	Iteration 4Q: 3 clusters Score -188779.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -188795.140625 Penalty: 2190.745361
	Iteration 5Q: 3 clusters Score -188795.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -188803.640625 Penalty: 2190.745361
	Iteration 6Q: 3 clusters Score -188803.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -188811.609375 Penalty: 2190.745361
	Iteration 7Q: 3 clusters Score -188811.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -188815.203125 Penalty: 2190.745361
	Iteration 8Q: 3 clusters Score -188815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188821.937500 Penalty: 2190.745361
	Iteration 9Q: 3 clusters Score -188821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -188828.968750 Penalty: 2190.745361
	Iteration 10Q: 3 clusters Score -188829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -188836.109375 Penalty: 2190.745361
	Iteration 11Q: 3 clusters Score -188836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -188840.156250 Penalty: 2190.745361
	Iteration 12Q: 3 clusters Score -188840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -188842.093750 Penalty: 2190.745361
	Iteration 13Q: 3 clusters Score -188842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -188843.640625 Penalty: 2190.745361
	Iteration 14Q: 3 clusters Score -188843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -188844.562500 Penalty: 2190.745361
	Iteration 15Q: 3 clusters Score -188844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -188845.406250 Penalty: 2190.745361
	Iteration 16Q: 3 clusters Score -188845.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -188845.406250 Penalty: 2190.745361
	Iteration 17F: 3 clusters Score -188845.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Entering Unmasked Estep 
Score: -3062889.000000 Penalty: 1526.756836
	Iteration 0F: 2 clusters Score -3062889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3044263.500000 Penalty: 3053.513672
	Iteration 0F: 3 clusters Score -3044264 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3051237.000000 Penalty: 3053.513672
	Iteration 1F: 3 clusters Score -3051237 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3051774.000000 Penalty: 3053.513672
	Iteration 2F: 3 clusters Score -3051774 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3052302.000000 Penalty: 3053.513672
	Iteration 3Q: 3 clusters Score -3052302 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3052821.000000 Penalty: 3053.513672
	Iteration 4Q: 3 clusters Score -3052821 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3053345.250000 Penalty: 3053.513672
	Iteration 5Q: 3 clusters Score -3053345 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3053988.250000 Penalty: 3053.513672
	Iteration 6Q: 3 clusters Score -3053988 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3054653.000000 Penalty: 3053.513672
	Iteration 7Q: 3 clusters Score -3054653 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3055337.500000 Penalty: 3053.513672
	Iteration 8Q: 3 clusters Score -3055338 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3056038.750000 Penalty: 3053.513672
	Iteration 9Q: 3 clusters Score -3056039 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3056704.500000 Penalty: 3053.513672
	Iteration 10Q: 3 clusters Score -3056704 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3057330.750000 Penalty: 3053.513672
	Iteration 11Q: 3 clusters Score -3057331 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3058048.500000 Penalty: 3053.513672
	Iteration 12Q: 3 clusters Score -3058048 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3058752.000000 Penalty: 3053.513672
	Iteration 13Q: 3 clusters Score -3058752 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3059371.500000 Penalty: 3053.513672
	Iteration 14Q: 3 clusters Score -3059372 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3059923.000000 Penalty: 3053.513672
	Iteration 15Q: 3 clusters Score -3059923 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3060380.500000 Penalty: 3053.513672
	Iteration 16Q: 3 clusters Score -3060380 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3060742.000000 Penalty: 3053.513672
	Iteration 17Q: 3 clusters Score -3060742 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3061031.250000 Penalty: 3053.513672
	Iteration 18Q: 3 clusters Score -3061031 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3061238.000000 Penalty: 3053.513672
	Iteration 19Q: 3 clusters Score -3061238 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3061406.250000 Penalty: 3053.513672
	Iteration 20F: 3 clusters Score -3061406 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3061517.250000 Penalty: 3053.513672
	Iteration 21Q: 3 clusters Score -3061517 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3061602.500000 Penalty: 3053.513672
	Iteration 22Q: 3 clusters Score -3061602 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3061662.750000 Penalty: 3053.513672
	Iteration 23Q: 3 clusters Score -3061663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3061707.500000 Penalty: 3053.513672
	Iteration 24Q: 3 clusters Score -3061708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3061745.500000 Penalty: 3053.513672
	Iteration 25Q: 3 clusters Score -3061746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3061771.250000 Penalty: 3053.513672
	Iteration 26Q: 3 clusters Score -3061771 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3061790.000000 Penalty: 3053.513672
	Iteration 27Q: 3 clusters Score -3061790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3061808.250000 Penalty: 3053.513672
	Iteration 28Q: 3 clusters Score -3061808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3061822.250000 Penalty: 3053.513672
	Iteration 29Q: 3 clusters Score -3061822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3061835.000000 Penalty: 3053.513672
	Iteration 30Q: 3 clusters Score -3061835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3061847.000000 Penalty: 3053.513672
	Iteration 31Q: 3 clusters Score -3061847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3061851.500000 Penalty: 3053.513672
	Iteration 32Q: 3 clusters Score -3061852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3061862.750000 Penalty: 3053.513672
	Iteration 33Q: 3 clusters Score -3061863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3061865.750000 Penalty: 3053.513672
	Iteration 34Q: 3 clusters Score -3061866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3061869.000000 Penalty: 3053.513672
	Iteration 35Q: 3 clusters Score -3061869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3061871.500000 Penalty: 3053.513672
	Iteration 36Q: 3 clusters Score -3061872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3061871.000000 Penalty: 3053.513672
	Iteration 37Q: 3 clusters Score -3061871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3061877.000000 Penalty: 3053.513672
	Iteration 38Q: 3 clusters Score -3061877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3061878.000000 Penalty: 3053.513672
	Iteration 39Q: 3 clusters Score -3061878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3061878.500000 Penalty: 3053.513672
	Iteration 40F: 3 clusters Score -3061878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3061882.000000 Penalty: 3053.513672
	Iteration 41Q: 3 clusters Score -3061882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3061883.000000 Penalty: 3053.513672
	Iteration 42Q: 3 clusters Score -3061883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3061882.000000 Penalty: 3053.513672
	Iteration 43Q: 3 clusters Score -3061882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3061880.750000 Penalty: 3053.513672
	Iteration 44Q: 3 clusters Score -3061881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3061880.750000 Penalty: 3053.513672
	Iteration 45F: 3 clusters Score -3061881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Entering Unmasked Estep 
Score: -3175813.000000 Penalty: 1526.412720
	Iteration 0F: 2 clusters Score -3175813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3157223.000000 Penalty: 3052.825439
	Iteration 0F: 3 clusters Score -3157223 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3164454.500000 Penalty: 3052.825439
	Iteration 1F: 3 clusters Score -3164454 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3165237.750000 Penalty: 3052.825439
	Iteration 2F: 3 clusters Score -3165238 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3166305.750000 Penalty: 3052.825439
	Iteration 3F: 3 clusters Score -3166306 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3167667.000000 Penalty: 3052.825439
	Iteration 4F: 3 clusters Score -3167667 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3169343.750000 Penalty: 3052.825439
	Iteration 5F: 3 clusters Score -3169344 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3171059.500000 Penalty: 3052.825439
	Iteration 6F: 3 clusters Score -3171060 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3172486.250000 Penalty: 3052.825439
	Iteration 7F: 3 clusters Score -3172486 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3173452.000000 Penalty: 3052.825439
	Iteration 8Q: 3 clusters Score -3173452 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3173955.500000 Penalty: 3052.825439
	Iteration 9Q: 3 clusters Score -3173956 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3174223.000000 Penalty: 3052.825439
	Iteration 10Q: 3 clusters Score -3174223 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3174393.000000 Penalty: 3052.825439
	Iteration 11Q: 3 clusters Score -3174393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3174496.250000 Penalty: 3052.825439
	Iteration 12Q: 3 clusters Score -3174496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3174543.500000 Penalty: 3052.825439
	Iteration 13Q: 3 clusters Score -3174544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3174585.500000 Penalty: 3052.825439
	Iteration 14Q: 3 clusters Score -3174586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3174605.250000 Penalty: 3052.825439
	Iteration 15Q: 3 clusters Score -3174605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3174629.250000 Penalty: 3052.825439
	Iteration 16Q: 3 clusters Score -3174629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3174629.500000 Penalty: 3052.825439
	Iteration 17Q: 3 clusters Score -3174630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3174630.750000 Penalty: 3052.825439
	Iteration 18Q: 3 clusters Score -3174631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3174635.000000 Penalty: 3052.825439
	Iteration 19Q: 3 clusters Score -3174635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3174637.000000 Penalty: 3052.825439
	Iteration 20F: 3 clusters Score -3174637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3174641.250000 Penalty: 3052.825439
	Iteration 21Q: 3 clusters Score -3174641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3174647.750000 Penalty: 3052.825439
	Iteration 22Q: 3 clusters Score -3174648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3174651.250000 Penalty: 3052.825439
	Iteration 23Q: 3 clusters Score -3174651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3174647.500000 Penalty: 3052.825439
	Iteration 24Q: 3 clusters Score -3174648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3174649.000000 Penalty: 3052.825439
	Iteration 25Q: 3 clusters Score -3174649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3174649.000000 Penalty: 3052.825439
	Iteration 26F: 3 clusters Score -3174649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17959 members 
Mstep: Class 5 contains 49182 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1554 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64679 members 
Mstep: Class 14 contains 40424 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4128 members 
Mstep: Class 17 contains 87682 members 
Mstep: Class 18 contains 36728 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 21 contains 2881 members 
Mstep: Class 22 contains 22585 members 
Mstep: Class 24 contains 38030 members 
Mstep: Class 25 contains 23709 members 
Mstep: Class 26 contains 1574 members 
Mstep: Class 27 contains 28580 members 
Mstep: Class 28 contains 28514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78747008.000000 Penalty: 54267.949219
Iteration 119Q: 28 clusters Score -7.874701e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 17959 members 
Mstep: Class 5 contains 49276 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 85786 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 64676 members 
Mstep: Class 14 contains 40424 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4131 members 
Mstep: Class 17 contains 87684 members 
Mstep: Class 18 contains 36741 members 
Mstep: Class 19 contains 1881 members 
Mstep: Class 20 contains 89645 members 
Mstep: Class 21 contains 3108 members 
Mstep: Class 22 contains 22477 members 
Mstep: Class 24 contains 38047 members 
Mstep: Class 25 contains 23713 members 
Mstep: Class 26 contains 1556 members 
Mstep: Class 27 contains 28597 members 
Mstep: Class 28 contains 28503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78747288.000000 Penalty: 54267.949219
Iteration 120F: 28 clusters Score -7.874729e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 17955 members 
Mstep: Class 5 contains 49254 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 8 contains 85782 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 64676 members 
Mstep: Class 14 contains 40423 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4135 members 
Mstep: Class 17 contains 87683 members 
Mstep: Class 18 contains 36724 members 
Mstep: Class 19 contains 1875 members 
Mstep: Class 20 contains 89874 members 
Mstep: Class 21 contains 3243 members 
Mstep: Class 22 contains 22382 members 
Mstep: Class 24 contains 38035 members 
Mstep: Class 25 contains 23632 members 
Mstep: Class 26 contains 1543 members 
Mstep: Class 27 contains 28502 members 
Mstep: Class 28 contains 28486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78747416.000000 Penalty: 54267.949219
Iteration 121Q: 28 clusters Score -7.874742e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 17954 members 
Mstep: Class 5 contains 49237 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2918 members 
Mstep: Class 8 contains 85779 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16764 members 
Mstep: Class 13 contains 64674 members 
Mstep: Class 14 contains 40423 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4146 members 
Mstep: Class 17 contains 87679 members 
Mstep: Class 18 contains 36711 members 
Mstep: Class 19 contains 1871 members 
Mstep: Class 20 contains 90011 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 22290 members 
Mstep: Class 24 contains 38027 members 
Mstep: Class 25 contains 23600 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 28431 members 
Mstep: Class 28 contains 28477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78747552.000000 Penalty: 54267.949219
Iteration 122Q: 28 clusters Score -7.874755e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 17954 members 
Mstep: Class 5 contains 49229 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2920 members 
Mstep: Class 8 contains 85780 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16764 members 
Mstep: Class 13 contains 64672 members 
Mstep: Class 14 contains 40421 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4158 members 
Mstep: Class 17 contains 87678 members 
Mstep: Class 18 contains 36699 members 
Mstep: Class 19 contains 1867 members 
Mstep: Class 20 contains 90101 members 
Mstep: Class 21 contains 3461 members 
Mstep: Class 22 contains 22201 members 
Mstep: Class 24 contains 38016 members 
Mstep: Class 25 contains 23585 members 
Mstep: Class 26 contains 1531 members 
Mstep: Class 27 contains 28385 members 
Mstep: Class 28 contains 28461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78747712.000000 Penalty: 54267.949219
Iteration 123Q: 28 clusters Score -7.874771e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17955 members 
Mstep: Class 5 contains 49229 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2922 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 13 contains 64669 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4166 members 
Mstep: Class 17 contains 87677 members 
Mstep: Class 18 contains 36688 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 90184 members 
Mstep: Class 21 contains 3532 members 
Mstep: Class 22 contains 22112 members 
Mstep: Class 24 contains 38013 members 
Mstep: Class 25 contains 23579 members 
Mstep: Class 26 contains 1527 members 
Mstep: Class 27 contains 28348 members 
Mstep: Class 28 contains 28454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78747920.000000 Penalty: 54267.949219
Iteration 124Q: 28 clusters Score -7.874792e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17955 members 
Mstep: Class 5 contains 49236 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2924 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1550 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 13 contains 64664 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4172 members 
Mstep: Class 17 contains 87676 members 
Mstep: Class 18 contains 36680 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 90247 members 
Mstep: Class 21 contains 3605 members 
Mstep: Class 22 contains 22017 members 
Mstep: Class 24 contains 38012 members 
Mstep: Class 25 contains 23578 members 
Mstep: Class 26 contains 1523 members 
Mstep: Class 27 contains 28320 members 
Mstep: Class 28 contains 28445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78747976.000000 Penalty: 54267.949219
Iteration 125Q: 28 clusters Score -7.874798e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17955 members 
Mstep: Class 5 contains 49256 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16766 members 
Mstep: Class 13 contains 64662 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 17 contains 87677 members 
Mstep: Class 18 contains 36676 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 90284 members 
Mstep: Class 21 contains 3678 members 
Mstep: Class 22 contains 21924 members 
Mstep: Class 24 contains 38011 members 
Mstep: Class 25 contains 23573 members 
Mstep: Class 26 contains 1519 members 
Mstep: Class 27 contains 28298 members 
Mstep: Class 28 contains 28435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748064.000000 Penalty: 54267.949219
Iteration 126Q: 28 clusters Score -7.874806e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17955 members 
Mstep: Class 5 contains 49250 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2927 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 16768 members 
Mstep: Class 13 contains 64660 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 87676 members 
Mstep: Class 18 contains 36672 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 90348 members 
Mstep: Class 21 contains 3729 members 
Mstep: Class 22 contains 21849 members 
Mstep: Class 24 contains 38005 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 1516 members 
Mstep: Class 27 contains 28281 members 
Mstep: Class 28 contains 28427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748112.000000 Penalty: 54267.949219
Iteration 127Q: 28 clusters Score -7.874811e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 17955 members 
Mstep: Class 5 contains 49266 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2930 members 
Mstep: Class 8 contains 85783 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 16769 members 
Mstep: Class 13 contains 64657 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 17 contains 87676 members 
Mstep: Class 18 contains 36668 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 90383 members 
Mstep: Class 21 contains 3773 members 
Mstep: Class 22 contains 21786 members 
Mstep: Class 24 contains 38005 members 
Mstep: Class 25 contains 23560 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28266 members 
Mstep: Class 28 contains 28416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748064.000000 Penalty: 54267.949219
Iteration 128Q: 28 clusters Score -7.874806e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 17954 members 
Mstep: Class 5 contains 49286 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2935 members 
Mstep: Class 8 contains 85782 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 2680 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 16770 members 
Mstep: Class 13 contains 64654 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 87676 members 
Mstep: Class 18 contains 36665 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 20 contains 90416 members 
Mstep: Class 21 contains 3804 members 
Mstep: Class 22 contains 21723 members 
Mstep: Class 24 contains 38008 members 
Mstep: Class 25 contains 23553 members 
Mstep: Class 26 contains 1516 members 
Mstep: Class 27 contains 28252 members 
Mstep: Class 28 contains 28407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748072.000000 Penalty: 54267.949219
Iteration 129Q: 28 clusters Score -7.874807e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 17955 members 
Mstep: Class 5 contains 49311 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2939 members 
Mstep: Class 8 contains 85784 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 16770 members 
Mstep: Class 13 contains 64652 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 87675 members 
Mstep: Class 18 contains 36660 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 90439 members 
Mstep: Class 21 contains 3830 members 
Mstep: Class 22 contains 21675 members 
Mstep: Class 24 contains 38008 members 
Mstep: Class 25 contains 23556 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28236 members 
Mstep: Class 28 contains 28398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748168.000000 Penalty: 54267.949219
Iteration 130Q: 28 clusters Score -7.874817e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49324 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2943 members 
Mstep: Class 8 contains 85785 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 16771 members 
Mstep: Class 13 contains 64649 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 87675 members 
Mstep: Class 18 contains 36654 members 
Mstep: Class 19 contains 1851 members 
Mstep: Class 20 contains 90450 members 
Mstep: Class 21 contains 3869 members 
Mstep: Class 22 contains 21626 members 
Mstep: Class 24 contains 38005 members 
Mstep: Class 25 contains 23554 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28230 members 
Mstep: Class 28 contains 28393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748312.000000 Penalty: 54267.949219
Iteration 131Q: 28 clusters Score -7.874831e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49343 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2945 members 
Mstep: Class 8 contains 85787 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 16772 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40418 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 36649 members 
Mstep: Class 19 contains 1848 members 
Mstep: Class 20 contains 90455 members 
Mstep: Class 21 contains 3900 members 
Mstep: Class 22 contains 21581 members 
Mstep: Class 24 contains 38002 members 
Mstep: Class 25 contains 23556 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28228 members 
Mstep: Class 28 contains 28386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748440.000000 Penalty: 54267.949219
Iteration 132Q: 28 clusters Score -7.874844e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49360 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2945 members 
Mstep: Class 8 contains 85789 members 
Mstep: Class 9 contains 1547 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 13 contains 64643 members 
Mstep: Class 14 contains 40418 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4236 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 36644 members 
Mstep: Class 19 contains 1848 members 
Mstep: Class 20 contains 90477 members 
Mstep: Class 21 contains 3916 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 24 contains 38000 members 
Mstep: Class 25 contains 23556 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28220 members 
Mstep: Class 28 contains 28382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748368.000000 Penalty: 54267.949219
Iteration 133Q: 28 clusters Score -7.874837e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49366 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2945 members 
Mstep: Class 8 contains 85791 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40418 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4241 members 
Mstep: Class 17 contains 87674 members 
Mstep: Class 18 contains 36643 members 
Mstep: Class 19 contains 1845 members 
Mstep: Class 20 contains 90492 members 
Mstep: Class 21 contains 3935 members 
Mstep: Class 22 contains 21509 members 
Mstep: Class 24 contains 37998 members 
Mstep: Class 25 contains 23556 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28214 members 
Mstep: Class 28 contains 28378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748416.000000 Penalty: 54267.949219
Iteration 134Q: 28 clusters Score -7.874842e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49385 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 85796 members 
Mstep: Class 9 contains 1543 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40418 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4245 members 
Mstep: Class 17 contains 87675 members 
Mstep: Class 18 contains 36643 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 90504 members 
Mstep: Class 21 contains 3948 members 
Mstep: Class 22 contains 21475 members 
Mstep: Class 24 contains 37996 members 
Mstep: Class 25 contains 23560 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28201 members 
Mstep: Class 28 contains 28376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748592.000000 Penalty: 54267.949219
Iteration 135Q: 28 clusters Score -7.874859e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49410 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85799 members 
Mstep: Class 9 contains 1542 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64645 members 
Mstep: Class 14 contains 40418 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4248 members 
Mstep: Class 17 contains 87673 members 
Mstep: Class 18 contains 36641 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 90521 members 
Mstep: Class 21 contains 3945 members 
Mstep: Class 22 contains 21442 members 
Mstep: Class 24 contains 37993 members 
Mstep: Class 25 contains 23561 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28197 members 
Mstep: Class 28 contains 28375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748632.000000 Penalty: 54267.949219
Iteration 136Q: 28 clusters Score -7.874863e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27941 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49425 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85800 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64645 members 
Mstep: Class 14 contains 40417 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 87672 members 
Mstep: Class 18 contains 36639 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90533 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 21416 members 
Mstep: Class 24 contains 37990 members 
Mstep: Class 25 contains 23565 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28201 members 
Mstep: Class 28 contains 28374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748672.000000 Penalty: 54267.949219
Iteration 137Q: 28 clusters Score -7.874867e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49442 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 85799 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40415 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4249 members 
Mstep: Class 17 contains 87672 members 
Mstep: Class 18 contains 36638 members 
Mstep: Class 19 contains 1834 members 
Mstep: Class 20 contains 90535 members 
Mstep: Class 21 contains 3952 members 
Mstep: Class 22 contains 21394 members 
Mstep: Class 24 contains 37988 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28202 members 
Mstep: Class 28 contains 28372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748656.000000 Penalty: 54267.949219
Iteration 138Q: 28 clusters Score -7.874866e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49454 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 85800 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2681 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40415 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4249 members 
Mstep: Class 17 contains 87672 members 
Mstep: Class 18 contains 36638 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90548 members 
Mstep: Class 21 contains 3951 members 
Mstep: Class 22 contains 21372 members 
Mstep: Class 24 contains 37987 members 
Mstep: Class 25 contains 23567 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28201 members 
Mstep: Class 28 contains 28372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748648.000000 Penalty: 54267.949219
Iteration 139Q: 28 clusters Score -7.874865e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49464 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40415 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4250 members 
Mstep: Class 17 contains 87672 members 
Mstep: Class 18 contains 36638 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90561 members 
Mstep: Class 21 contains 3953 members 
Mstep: Class 22 contains 21350 members 
Mstep: Class 24 contains 37986 members 
Mstep: Class 25 contains 23567 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28198 members 
Mstep: Class 28 contains 28372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748688.000000 Penalty: 54267.949219
Iteration 140F: 28 clusters Score -7.874869e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49418 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40415 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4251 members 
Mstep: Class 17 contains 87672 members 
Mstep: Class 18 contains 36638 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90566 members 
Mstep: Class 21 contains 4037 members 
Mstep: Class 22 contains 21307 members 
Mstep: Class 24 contains 37985 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28199 members 
Mstep: Class 28 contains 28372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748712.000000 Penalty: 54267.949219
Iteration 141Q: 28 clusters Score -7.874871e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49367 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40415 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4251 members 
Mstep: Class 17 contains 87672 members 
Mstep: Class 18 contains 36638 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90590 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 21279 members 
Mstep: Class 24 contains 37982 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28200 members 
Mstep: Class 28 contains 28371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748776.000000 Penalty: 54267.949219
Iteration 142Q: 28 clusters Score -7.874878e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49335 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40415 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4248 members 
Mstep: Class 17 contains 87672 members 
Mstep: Class 18 contains 36637 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90635 members 
Mstep: Class 21 contains 4121 members 
Mstep: Class 22 contains 21248 members 
Mstep: Class 24 contains 37981 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28200 members 
Mstep: Class 28 contains 28370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748840.000000 Penalty: 54267.949219
Iteration 143Q: 28 clusters Score -7.874884e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49314 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 85803 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40415 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4243 members 
Mstep: Class 17 contains 87673 members 
Mstep: Class 18 contains 36635 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90668 members 
Mstep: Class 21 contains 4153 members 
Mstep: Class 22 contains 21214 members 
Mstep: Class 24 contains 37980 members 
Mstep: Class 25 contains 23567 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28200 members 
Mstep: Class 28 contains 28370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748864.000000 Penalty: 54267.949219
Iteration 144Q: 28 clusters Score -7.874886e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49291 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 85803 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40415 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4242 members 
Mstep: Class 17 contains 87671 members 
Mstep: Class 18 contains 36634 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90691 members 
Mstep: Class 21 contains 4189 members 
Mstep: Class 22 contains 21187 members 
Mstep: Class 24 contains 37979 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28197 members 
Mstep: Class 28 contains 28370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748912.000000 Penalty: 54267.949219
Iteration 145Q: 28 clusters Score -7.874891e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49269 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2945 members 
Mstep: Class 8 contains 85803 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 87671 members 
Mstep: Class 18 contains 36634 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90708 members 
Mstep: Class 21 contains 4232 members 
Mstep: Class 22 contains 21162 members 
Mstep: Class 24 contains 37979 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28187 members 
Mstep: Class 28 contains 28370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748984.000000 Penalty: 54267.949219
Iteration 146Q: 28 clusters Score -7.874898e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49233 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 85803 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4237 members 
Mstep: Class 17 contains 87671 members 
Mstep: Class 18 contains 36634 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90749 members 
Mstep: Class 21 contains 4268 members 
Mstep: Class 22 contains 21134 members 
Mstep: Class 24 contains 37975 members 
Mstep: Class 25 contains 23565 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28180 members 
Mstep: Class 28 contains 28370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749064.000000 Penalty: 54267.949219
Iteration 147Q: 28 clusters Score -7.874906e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49187 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 85803 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4234 members 
Mstep: Class 17 contains 87671 members 
Mstep: Class 18 contains 36634 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90775 members 
Mstep: Class 21 contains 4319 members 
Mstep: Class 22 contains 21108 members 
Mstep: Class 24 contains 37973 members 
Mstep: Class 25 contains 23565 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28185 members 
Mstep: Class 28 contains 28365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749032.000000 Penalty: 54267.949219
Iteration 148Q: 28 clusters Score -7.874903e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49150 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 85803 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4231 members 
Mstep: Class 17 contains 87671 members 
Mstep: Class 18 contains 36634 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90808 members 
Mstep: Class 21 contains 4350 members 
Mstep: Class 22 contains 21089 members 
Mstep: Class 24 contains 37972 members 
Mstep: Class 25 contains 23565 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28185 members 
Mstep: Class 28 contains 28360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749032.000000 Penalty: 54267.949219
Iteration 149Q: 28 clusters Score -7.874903e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49109 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85803 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4231 members 
Mstep: Class 17 contains 87671 members 
Mstep: Class 18 contains 36632 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90838 members 
Mstep: Class 21 contains 4395 members 
Mstep: Class 22 contains 21061 members 
Mstep: Class 24 contains 37966 members 
Mstep: Class 25 contains 23564 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28188 members 
Mstep: Class 28 contains 28359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749048.000000 Penalty: 54267.949219
Iteration 150Q: 28 clusters Score -7.874905e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49080 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 85803 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4230 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36631 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90856 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 21042 members 
Mstep: Class 24 contains 37962 members 
Mstep: Class 25 contains 23564 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28190 members 
Mstep: Class 28 contains 28358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748976.000000 Penalty: 54267.949219
Iteration 151Q: 28 clusters Score -7.874898e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49060 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36631 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90890 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 21022 members 
Mstep: Class 24 contains 37959 members 
Mstep: Class 25 contains 23563 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28193 members 
Mstep: Class 28 contains 28355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749064.000000 Penalty: 54267.949219
Iteration 152Q: 28 clusters Score -7.874906e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49038 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4229 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36630 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90912 members 
Mstep: Class 21 contains 4456 members 
Mstep: Class 22 contains 21008 members 
Mstep: Class 24 contains 37953 members 
Mstep: Class 25 contains 23565 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28200 members 
Mstep: Class 28 contains 28354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749064.000000 Penalty: 54267.949219
Iteration 153Q: 28 clusters Score -7.874906e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 49002 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36629 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90933 members 
Mstep: Class 21 contains 4485 members 
Mstep: Class 22 contains 20996 members 
Mstep: Class 24 contains 37951 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28203 members 
Mstep: Class 28 contains 28352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749128.000000 Penalty: 54267.949219
Iteration 154Q: 28 clusters Score -7.874913e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 48965 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4228 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36629 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90948 members 
Mstep: Class 21 contains 4521 members 
Mstep: Class 22 contains 20988 members 
Mstep: Class 24 contains 37948 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28204 members 
Mstep: Class 28 contains 28349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749112.000000 Penalty: 54267.949219
Iteration 155Q: 28 clusters Score -7.874911e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 48934 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4227 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36629 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90960 members 
Mstep: Class 21 contains 4555 members 
Mstep: Class 22 contains 20974 members 
Mstep: Class 24 contains 37947 members 
Mstep: Class 25 contains 23567 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28206 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749168.000000 Penalty: 54267.949219
Iteration 156Q: 28 clusters Score -7.874917e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 48916 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36629 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90973 members 
Mstep: Class 21 contains 4578 members 
Mstep: Class 22 contains 20961 members 
Mstep: Class 24 contains 37946 members 
Mstep: Class 25 contains 23567 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28205 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749136.000000 Penalty: 54267.949219
Iteration 157Q: 28 clusters Score -7.874914e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 48900 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4223 members 
Mstep: Class 17 contains 87668 members 
Mstep: Class 18 contains 36629 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90989 members 
Mstep: Class 21 contains 4599 members 
Mstep: Class 22 contains 20943 members 
Mstep: Class 24 contains 37946 members 
Mstep: Class 25 contains 23567 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28204 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749240.000000 Penalty: 54267.949219
Iteration 158Q: 28 clusters Score -7.874924e+07 nChanged 82
Entering ConstructFrom: 
Score: -78749240.000000 Penalty: 54267.949219
Entering ConstructFrom: 
Trying to split cluster 1 (14988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Entering Unmasked Estep 
Score: -1676529.875000 Penalty: 1430.712891
	Iteration 0F: 2 clusters Score -1676530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1666672.000000 Penalty: 2861.425781
	Iteration 0F: 3 clusters Score -1666672 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1670185.625000 Penalty: 2861.425781
	Iteration 1F: 3 clusters Score -1670186 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1670515.750000 Penalty: 2861.425781
	Iteration 2F: 3 clusters Score -1670516 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1670765.875000 Penalty: 2861.425781
	Iteration 3Q: 3 clusters Score -1670766 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1670990.375000 Penalty: 2861.425781
	Iteration 4Q: 3 clusters Score -1670990 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1671238.250000 Penalty: 2861.425781
	Iteration 5Q: 3 clusters Score -1671238 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1671506.250000 Penalty: 2861.425781
	Iteration 6Q: 3 clusters Score -1671506 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1671799.000000 Penalty: 2861.425781
	Iteration 7Q: 3 clusters Score -1671799 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1672164.000000 Penalty: 2861.425781
	Iteration 8Q: 3 clusters Score -1672164 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1672642.000000 Penalty: 2861.425781
	Iteration 9F: 3 clusters Score -1672642 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1673197.250000 Penalty: 2861.425781
	Iteration 10F: 3 clusters Score -1673197 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1673766.250000 Penalty: 2861.425781
	Iteration 11F: 3 clusters Score -1673766 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1674294.625000 Penalty: 2861.425781
	Iteration 12Q: 3 clusters Score -1674295 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1674684.375000 Penalty: 2861.425781
	Iteration 13Q: 3 clusters Score -1674684 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1674932.000000 Penalty: 2861.425781
	Iteration 14Q: 3 clusters Score -1674932 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1675085.375000 Penalty: 2861.425781
	Iteration 15Q: 3 clusters Score -1675085 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1675174.375000 Penalty: 2861.425781
	Iteration 16Q: 3 clusters Score -1675174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1675229.500000 Penalty: 2861.425781
	Iteration 17Q: 3 clusters Score -1675230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1675274.500000 Penalty: 2861.425781
	Iteration 18Q: 3 clusters Score -1675274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1675310.875000 Penalty: 2861.425781
	Iteration 19Q: 3 clusters Score -1675311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1675338.875000 Penalty: 2861.425781
	Iteration 20F: 3 clusters Score -1675339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1675357.500000 Penalty: 2861.425781
	Iteration 21Q: 3 clusters Score -1675358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1675371.625000 Penalty: 2861.425781
	Iteration 22Q: 3 clusters Score -1675372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1675399.500000 Penalty: 2861.425781
	Iteration 23Q: 3 clusters Score -1675400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1675414.625000 Penalty: 2861.425781
	Iteration 24Q: 3 clusters Score -1675415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1675424.625000 Penalty: 2861.425781
	Iteration 25Q: 3 clusters Score -1675425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1675427.500000 Penalty: 2861.425781
	Iteration 26Q: 3 clusters Score -1675428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1675430.250000 Penalty: 2861.425781
	Iteration 27Q: 3 clusters Score -1675430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1675433.000000 Penalty: 2861.425781
	Iteration 28Q: 3 clusters Score -1675433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1675436.375000 Penalty: 2861.425781
	Iteration 29Q: 3 clusters Score -1675436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1675435.875000 Penalty: 2861.425781
	Iteration 30Q: 3 clusters Score -1675436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1675435.875000 Penalty: 2861.425781
	Iteration 31F: 3 clusters Score -1675436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Entering Unmasked Estep 
Score: -3129247.500000 Penalty: 1523.386841
	Iteration 0F: 2 clusters Score -3129248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3111100.250000 Penalty: 3046.773682
	Iteration 0F: 3 clusters Score -3111100 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3117853.750000 Penalty: 3046.773682
	Iteration 1F: 3 clusters Score -3117854 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3118298.000000 Penalty: 3046.773682
	Iteration 2Q: 3 clusters Score -3118298 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3118695.250000 Penalty: 3046.773682
	Iteration 3Q: 3 clusters Score -3118695 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3119027.250000 Penalty: 3046.773682
	Iteration 4Q: 3 clusters Score -3119027 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3119346.000000 Penalty: 3046.773682
	Iteration 5Q: 3 clusters Score -3119346 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3119641.500000 Penalty: 3046.773682
	Iteration 6Q: 3 clusters Score -3119642 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3119934.750000 Penalty: 3046.773682
	Iteration 7Q: 3 clusters Score -3119935 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3120236.500000 Penalty: 3046.773682
	Iteration 8Q: 3 clusters Score -3120236 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3120545.750000 Penalty: 3046.773682
	Iteration 9Q: 3 clusters Score -3120546 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3120888.500000 Penalty: 3046.773682
	Iteration 10Q: 3 clusters Score -3120888 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3121238.000000 Penalty: 3046.773682
	Iteration 11Q: 3 clusters Score -3121238 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3121550.500000 Penalty: 3046.773682
	Iteration 12Q: 3 clusters Score -3121550 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3121836.500000 Penalty: 3046.773682
	Iteration 13Q: 3 clusters Score -3121836 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3122081.500000 Penalty: 3046.773682
	Iteration 14Q: 3 clusters Score -3122082 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3122308.750000 Penalty: 3046.773682
	Iteration 15Q: 3 clusters Score -3122309 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3122552.000000 Penalty: 3046.773682
	Iteration 16Q: 3 clusters Score -3122552 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3122778.250000 Penalty: 3046.773682
	Iteration 17Q: 3 clusters Score -3122778 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3122973.250000 Penalty: 3046.773682
	Iteration 18Q: 3 clusters Score -3122973 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3123172.000000 Penalty: 3046.773682
	Iteration 19Q: 3 clusters Score -3123172 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3123357.000000 Penalty: 3046.773682
	Iteration 20F: 3 clusters Score -3123357 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3123549.000000 Penalty: 3046.773682
	Iteration 21Q: 3 clusters Score -3123549 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3123794.500000 Penalty: 3046.773682
	Iteration 22Q: 3 clusters Score -3123794 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3124082.500000 Penalty: 3046.773682
	Iteration 23Q: 3 clusters Score -3124082 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3124413.250000 Penalty: 3046.773682
	Iteration 24Q: 3 clusters Score -3124413 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3124766.000000 Penalty: 3046.773682
	Iteration 25Q: 3 clusters Score -3124766 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3125180.750000 Penalty: 3046.773682
	Iteration 26Q: 3 clusters Score -3125181 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3125594.750000 Penalty: 3046.773682
	Iteration 27Q: 3 clusters Score -3125595 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3126019.250000 Penalty: 3046.773682
	Iteration 28Q: 3 clusters Score -3126019 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3126447.500000 Penalty: 3046.773682
	Iteration 29Q: 3 clusters Score -3126448 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3126789.000000 Penalty: 3046.773682
	Iteration 30Q: 3 clusters Score -3126789 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3127090.250000 Penalty: 3046.773682
	Iteration 31Q: 3 clusters Score -3127090 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3127354.750000 Penalty: 3046.773682
	Iteration 32Q: 3 clusters Score -3127355 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3127547.000000 Penalty: 3046.773682
	Iteration 33Q: 3 clusters Score -3127547 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3127679.000000 Penalty: 3046.773682
	Iteration 34Q: 3 clusters Score -3127679 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3127785.000000 Penalty: 3046.773682
	Iteration 35Q: 3 clusters Score -3127785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3127853.000000 Penalty: 3046.773682
	Iteration 36Q: 3 clusters Score -3127853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3127903.000000 Penalty: 3046.773682
	Iteration 37Q: 3 clusters Score -3127903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3127934.000000 Penalty: 3046.773682
	Iteration 38Q: 3 clusters Score -3127934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3127953.000000 Penalty: 3046.773682
	Iteration 39Q: 3 clusters Score -3127953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3127965.750000 Penalty: 3046.773682
	Iteration 40F: 3 clusters Score -3127966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3127975.750000 Penalty: 3046.773682
	Iteration 41Q: 3 clusters Score -3127976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3127987.500000 Penalty: 3046.773682
	Iteration 42Q: 3 clusters Score -3127988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3127993.500000 Penalty: 3046.773682
	Iteration 43Q: 3 clusters Score -3127994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3127994.250000 Penalty: 3046.773682
	Iteration 44Q: 3 clusters Score -3127994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3128001.500000 Penalty: 3046.773682
	Iteration 45Q: 3 clusters Score -3128002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3128009.750000 Penalty: 3046.773682
	Iteration 46Q: 3 clusters Score -3128010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3128010.500000 Penalty: 3046.773682
	Iteration 47Q: 3 clusters Score -3128010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3128016.000000 Penalty: 3046.773682
	Iteration 48Q: 3 clusters Score -3128016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3128021.750000 Penalty: 3046.773682
	Iteration 49Q: 3 clusters Score -3128022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3128031.500000 Penalty: 3046.773682
	Iteration 50Q: 3 clusters Score -3128032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3128028.750000 Penalty: 3046.773682
	Iteration 51Q: 3 clusters Score -3128029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3128027.500000 Penalty: 3046.773682
	Iteration 52Q: 3 clusters Score -3128028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3128031.750000 Penalty: 3046.773682
	Iteration 53Q: 3 clusters Score -3128032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3128040.250000 Penalty: 3046.773682
	Iteration 54Q: 3 clusters Score -3128040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3128043.250000 Penalty: 3046.773682
	Iteration 55Q: 3 clusters Score -3128043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3128042.750000 Penalty: 3046.773682
	Iteration 56Q: 3 clusters Score -3128043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3128042.750000 Penalty: 3046.773682
	Iteration 57Q: 3 clusters Score -3128043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3128045.250000 Penalty: 3046.773682
	Iteration 58Q: 3 clusters Score -3128045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3128044.750000 Penalty: 3046.773682
	Iteration 59Q: 3 clusters Score -3128045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3128045.000000 Penalty: 3046.773682
	Iteration 60F: 3 clusters Score -3128045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3128045.500000 Penalty: 3046.773682
	Iteration 61Q: 3 clusters Score -3128046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3128048.750000 Penalty: 3046.773682
	Iteration 62Q: 3 clusters Score -3128049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3128054.750000 Penalty: 3046.773682
	Iteration 63Q: 3 clusters Score -3128055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3128056.000000 Penalty: 3046.773682
	Iteration 64Q: 3 clusters Score -3128056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3128056.250000 Penalty: 3046.773682
	Iteration 65Q: 3 clusters Score -3128056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3128058.750000 Penalty: 3046.773682
	Iteration 66Q: 3 clusters Score -3128059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3128061.000000 Penalty: 3046.773682
	Iteration 67Q: 3 clusters Score -3128061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3128070.750000 Penalty: 3046.773682
	Iteration 68Q: 3 clusters Score -3128071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3128072.000000 Penalty: 3046.773682
	Iteration 69Q: 3 clusters Score -3128072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3128078.250000 Penalty: 3046.773682
	Iteration 70Q: 3 clusters Score -3128078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3128079.500000 Penalty: 3046.773682
	Iteration 71Q: 3 clusters Score -3128080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3128083.750000 Penalty: 3046.773682
	Iteration 72Q: 3 clusters Score -3128084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3128085.500000 Penalty: 3046.773682
	Iteration 73Q: 3 clusters Score -3128086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3128089.500000 Penalty: 3046.773682
	Iteration 74Q: 3 clusters Score -3128090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3128092.250000 Penalty: 3046.773682
	Iteration 75Q: 3 clusters Score -3128092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3128095.500000 Penalty: 3046.773682
	Iteration 76Q: 3 clusters Score -3128096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3128105.250000 Penalty: 3046.773682
	Iteration 77Q: 3 clusters Score -3128105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3128112.000000 Penalty: 3046.773682
	Iteration 78Q: 3 clusters Score -3128112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3128117.500000 Penalty: 3046.773682
	Iteration 79Q: 3 clusters Score -3128118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3128120.750000 Penalty: 3046.773682
	Iteration 80F: 3 clusters Score -3128121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3128120.000000 Penalty: 3046.773682
	Iteration 81Q: 3 clusters Score -3128120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3128121.500000 Penalty: 3046.773682
	Iteration 82Q: 3 clusters Score -3128122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3128120.250000 Penalty: 3046.773682
	Iteration 83Q: 3 clusters Score -3128120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3128123.250000 Penalty: 3046.773682
	Iteration 84Q: 3 clusters Score -3128123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3128128.250000 Penalty: 3046.773682
	Iteration 85Q: 3 clusters Score -3128128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3128132.500000 Penalty: 3046.773682
	Iteration 86Q: 3 clusters Score -3128132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3128132.500000 Penalty: 3046.773682
	Iteration 87F: 3 clusters Score -3128132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -270572.812500 Penalty: 1166.638550
	Iteration 0F: 2 clusters Score -270572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -268376.343750 Penalty: 2333.277100
	Iteration 0F: 3 clusters Score -268376.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -268909.125000 Penalty: 2333.277100
	Iteration 1F: 3 clusters Score -268909.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -269008.406250 Penalty: 2333.277100
	Iteration 2F: 3 clusters Score -269008.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -269062.593750 Penalty: 2333.277100
	Iteration 3Q: 3 clusters Score -269062.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -269109.906250 Penalty: 2333.277100
	Iteration 4Q: 3 clusters Score -269109.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -269139.031250 Penalty: 2333.277100
	Iteration 5Q: 3 clusters Score -269139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -269160.000000 Penalty: 2333.277100
	Iteration 6Q: 3 clusters Score -269160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -269179.187500 Penalty: 2333.277100
	Iteration 7Q: 3 clusters Score -269179.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -269194.812500 Penalty: 2333.277100
	Iteration 8Q: 3 clusters Score -269194.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -269208.000000 Penalty: 2333.277100
	Iteration 9Q: 3 clusters Score -269208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -269218.468750 Penalty: 2333.277100
	Iteration 10Q: 3 clusters Score -269218.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -269230.656250 Penalty: 2333.277100
	Iteration 11Q: 3 clusters Score -269230.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -269238.187500 Penalty: 2333.277100
	Iteration 12Q: 3 clusters Score -269238.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -269247.875000 Penalty: 2333.277100
	Iteration 13Q: 3 clusters Score -269247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -269250.562500 Penalty: 2333.277100
	Iteration 14Q: 3 clusters Score -269250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -269253.750000 Penalty: 2333.277100
	Iteration 15Q: 3 clusters Score -269253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -269255.531250 Penalty: 2333.277100
	Iteration 16Q: 3 clusters Score -269255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -269256.062500 Penalty: 2333.277100
	Iteration 17Q: 3 clusters Score -269256.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -269257.031250 Penalty: 2333.277100
	Iteration 18Q: 3 clusters Score -269257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -269260.187500 Penalty: 2333.277100
	Iteration 19Q: 3 clusters Score -269260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -269261.812500 Penalty: 2333.277100
	Iteration 20F: 3 clusters Score -269261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -269263.937500 Penalty: 2333.277100
	Iteration 21Q: 3 clusters Score -269263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -269265.437500 Penalty: 2333.277100
	Iteration 22Q: 3 clusters Score -269265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269265.750000 Penalty: 2333.277100
	Iteration 23Q: 3 clusters Score -269265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269266.500000 Penalty: 2333.277100
	Iteration 24Q: 3 clusters Score -269266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -269267.187500 Penalty: 2333.277100
	Iteration 25Q: 3 clusters Score -269267.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -269267.187500 Penalty: 2333.277100
	Iteration 26F: 3 clusters Score -269267.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Entering Unmasked Estep 
Score: -1998605.250000 Penalty: 1457.597168
	Iteration 0F: 2 clusters Score -1998605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1986789.125000 Penalty: 2915.194336
	Iteration 0F: 3 clusters Score -1986789 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1991230.250000 Penalty: 2915.194336
	Iteration 1F: 3 clusters Score -1991230 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1991842.125000 Penalty: 2915.194336
	Iteration 2F: 3 clusters Score -1991842 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1992463.250000 Penalty: 2915.194336
	Iteration 3F: 3 clusters Score -1992463 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1993059.250000 Penalty: 2915.194336
	Iteration 4F: 3 clusters Score -1993059 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1993612.750000 Penalty: 2915.194336
	Iteration 5F: 3 clusters Score -1993613 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1994124.750000 Penalty: 2915.194336
	Iteration 6F: 3 clusters Score -1994125 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1994580.875000 Penalty: 2915.194336
	Iteration 7Q: 3 clusters Score -1994581 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1994982.000000 Penalty: 2915.194336
	Iteration 8Q: 3 clusters Score -1994982 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1995297.375000 Penalty: 2915.194336
	Iteration 9Q: 3 clusters Score -1995297 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1995568.375000 Penalty: 2915.194336
	Iteration 10Q: 3 clusters Score -1995568 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1995829.625000 Penalty: 2915.194336
	Iteration 11Q: 3 clusters Score -1995830 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1996077.875000 Penalty: 2915.194336
	Iteration 12Q: 3 clusters Score -1996078 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1996341.250000 Penalty: 2915.194336
	Iteration 13Q: 3 clusters Score -1996341 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1996584.625000 Penalty: 2915.194336
	Iteration 14Q: 3 clusters Score -1996585 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1996764.000000 Penalty: 2915.194336
	Iteration 15Q: 3 clusters Score -1996764 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1996908.750000 Penalty: 2915.194336
	Iteration 16Q: 3 clusters Score -1996909 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1997006.875000 Penalty: 2915.194336
	Iteration 17Q: 3 clusters Score -1997007 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1997069.250000 Penalty: 2915.194336
	Iteration 18Q: 3 clusters Score -1997069 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1997136.125000 Penalty: 2915.194336
	Iteration 19Q: 3 clusters Score -1997136 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1997210.500000 Penalty: 2915.194336
	Iteration 20F: 3 clusters Score -1997210 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1997286.500000 Penalty: 2915.194336
	Iteration 21Q: 3 clusters Score -1997286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1997338.000000 Penalty: 2915.194336
	Iteration 22Q: 3 clusters Score -1997338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1997384.125000 Penalty: 2915.194336
	Iteration 23Q: 3 clusters Score -1997384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1997415.375000 Penalty: 2915.194336
	Iteration 24Q: 3 clusters Score -1997415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1997435.375000 Penalty: 2915.194336
	Iteration 25Q: 3 clusters Score -1997435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1997455.875000 Penalty: 2915.194336
	Iteration 26Q: 3 clusters Score -1997456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1997466.625000 Penalty: 2915.194336
	Iteration 27Q: 3 clusters Score -1997467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1997479.375000 Penalty: 2915.194336
	Iteration 28Q: 3 clusters Score -1997479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1997494.000000 Penalty: 2915.194336
	Iteration 29Q: 3 clusters Score -1997494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1997494.125000 Penalty: 2915.194336
	Iteration 30Q: 3 clusters Score -1997494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1997502.750000 Penalty: 2915.194336
	Iteration 31Q: 3 clusters Score -1997503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1997509.500000 Penalty: 2915.194336
	Iteration 32Q: 3 clusters Score -1997510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1997507.750000 Penalty: 2915.194336
	Iteration 33Q: 3 clusters Score -1997508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1997508.500000 Penalty: 2915.194336
	Iteration 34Q: 3 clusters Score -1997508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1997511.250000 Penalty: 2915.194336
	Iteration 35Q: 3 clusters Score -1997511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1997511.625000 Penalty: 2915.194336
	Iteration 36Q: 3 clusters Score -1997512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1997513.250000 Penalty: 2915.194336
	Iteration 37Q: 3 clusters Score -1997513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1997514.750000 Penalty: 2915.194336
	Iteration 38Q: 3 clusters Score -1997515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1997517.250000 Penalty: 2915.194336
	Iteration 39Q: 3 clusters Score -1997517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1997519.500000 Penalty: 2915.194336
	Iteration 40F: 3 clusters Score -1997520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1997515.250000 Penalty: 2915.194336
	Iteration 41Q: 3 clusters Score -1997515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1997515.250000 Penalty: 2915.194336
	Iteration 42F: 3 clusters Score -1997515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Entering Unmasked Estep 
Score: -5324581.500000 Penalty: 1606.621094
	Iteration 0F: 2 clusters Score -5324582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5292751.500000 Penalty: 3213.242188
	Iteration 0F: 3 clusters Score -5292752 nChanged 22596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5305403.500000 Penalty: 3213.242188
	Iteration 1F: 3 clusters Score -5305404 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -5305991.000000 Penalty: 3213.242188
	Iteration 2Q: 3 clusters Score -5305991 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5306549.000000 Penalty: 3213.242188
	Iteration 3Q: 3 clusters Score -5306549 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -5307137.000000 Penalty: 3213.242188
	Iteration 4Q: 3 clusters Score -5307137 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -5307777.000000 Penalty: 3213.242188
	Iteration 5Q: 3 clusters Score -5307777 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5308549.000000 Penalty: 3213.242188
	Iteration 6Q: 3 clusters Score -5308549 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5309522.000000 Penalty: 3213.242188
	Iteration 7Q: 3 clusters Score -5309522 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -5310621.500000 Penalty: 3213.242188
	Iteration 8Q: 3 clusters Score -5310622 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -5311779.000000 Penalty: 3213.242188
	Iteration 9Q: 3 clusters Score -5311779 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5312957.000000 Penalty: 3213.242188
	Iteration 10Q: 3 clusters Score -5312957 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -5314197.500000 Penalty: 3213.242188
	Iteration 11Q: 3 clusters Score -5314198 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -5315559.000000 Penalty: 3213.242188
	Iteration 12Q: 3 clusters Score -5315559 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -5316799.500000 Penalty: 3213.242188
	Iteration 13Q: 3 clusters Score -5316800 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -5318090.500000 Penalty: 3213.242188
	Iteration 14Q: 3 clusters Score -5318090 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -5319283.000000 Penalty: 3213.242188
	Iteration 15Q: 3 clusters Score -5319283 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -5320384.000000 Penalty: 3213.242188
	Iteration 16Q: 3 clusters Score -5320384 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -5321236.000000 Penalty: 3213.242188
	Iteration 17Q: 3 clusters Score -5321236 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5321854.500000 Penalty: 3213.242188
	Iteration 18Q: 3 clusters Score -5321854 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5322352.000000 Penalty: 3213.242188
	Iteration 19Q: 3 clusters Score -5322352 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5322667.500000 Penalty: 3213.242188
	Iteration 20F: 3 clusters Score -5322668 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5322865.500000 Penalty: 3213.242188
	Iteration 21Q: 3 clusters Score -5322866 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5322998.500000 Penalty: 3213.242188
	Iteration 22Q: 3 clusters Score -5322998 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5323092.500000 Penalty: 3213.242188
	Iteration 23Q: 3 clusters Score -5323092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5323176.000000 Penalty: 3213.242188
	Iteration 24Q: 3 clusters Score -5323176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5323213.500000 Penalty: 3213.242188
	Iteration 25Q: 3 clusters Score -5323214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5323248.000000 Penalty: 3213.242188
	Iteration 26Q: 3 clusters Score -5323248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5323281.000000 Penalty: 3213.242188
	Iteration 27Q: 3 clusters Score -5323281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5323312.000000 Penalty: 3213.242188
	Iteration 28Q: 3 clusters Score -5323312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5323320.000000 Penalty: 3213.242188
	Iteration 29Q: 3 clusters Score -5323320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5323330.500000 Penalty: 3213.242188
	Iteration 30Q: 3 clusters Score -5323330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5323353.500000 Penalty: 3213.242188
	Iteration 31Q: 3 clusters Score -5323354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5323367.500000 Penalty: 3213.242188
	Iteration 32Q: 3 clusters Score -5323368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5323385.500000 Penalty: 3213.242188
	Iteration 33Q: 3 clusters Score -5323386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5323395.500000 Penalty: 3213.242188
	Iteration 34Q: 3 clusters Score -5323396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5323400.000000 Penalty: 3213.242188
	Iteration 35Q: 3 clusters Score -5323400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5323405.500000 Penalty: 3213.242188
	Iteration 36Q: 3 clusters Score -5323406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5323406.500000 Penalty: 3213.242188
	Iteration 37Q: 3 clusters Score -5323406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5323417.000000 Penalty: 3213.242188
	Iteration 38Q: 3 clusters Score -5323417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5323415.500000 Penalty: 3213.242188
	Iteration 39Q: 3 clusters Score -5323416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5323418.500000 Penalty: 3213.242188
	Iteration 40F: 3 clusters Score -5323418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5323424.000000 Penalty: 3213.242188
	Iteration 41Q: 3 clusters Score -5323424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5323428.000000 Penalty: 3213.242188
	Iteration 42Q: 3 clusters Score -5323428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5323431.500000 Penalty: 3213.242188
	Iteration 43Q: 3 clusters Score -5323432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5323431.000000 Penalty: 3213.242188
	Iteration 44Q: 3 clusters Score -5323431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5323432.000000 Penalty: 3213.242188
	Iteration 45Q: 3 clusters Score -5323432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5323431.000000 Penalty: 3213.242188
	Iteration 46Q: 3 clusters Score -5323431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5323436.000000 Penalty: 3213.242188
	Iteration 47Q: 3 clusters Score -5323436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5323434.000000 Penalty: 3213.242188
	Iteration 48Q: 3 clusters Score -5323434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5323438.000000 Penalty: 3213.242188
	Iteration 49Q: 3 clusters Score -5323438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5323438.500000 Penalty: 3213.242188
	Iteration 50Q: 3 clusters Score -5323438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5323439.000000 Penalty: 3213.242188
	Iteration 51Q: 3 clusters Score -5323439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5323434.500000 Penalty: 3213.242188
	Iteration 52Q: 3 clusters Score -5323434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5323439.000000 Penalty: 3213.242188
	Iteration 53Q: 3 clusters Score -5323439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5323450.500000 Penalty: 3213.242188
	Iteration 54Q: 3 clusters Score -5323450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5323453.500000 Penalty: 3213.242188
	Iteration 55Q: 3 clusters Score -5323454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5323452.000000 Penalty: 3213.242188
	Iteration 56Q: 3 clusters Score -5323452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5323452.000000 Penalty: 3213.242188
	Iteration 57Q: 3 clusters Score -5323452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5323451.000000 Penalty: 3213.242188
	Iteration 58Q: 3 clusters Score -5323451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5323453.500000 Penalty: 3213.242188
	Iteration 59Q: 3 clusters Score -5323454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5323451.500000 Penalty: 3213.242188
	Iteration 60F: 3 clusters Score -5323452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5323457.000000 Penalty: 3213.242188
	Iteration 61Q: 3 clusters Score -5323457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5323457.000000 Penalty: 3213.242188
	Iteration 62F: 3 clusters Score -5323457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1678778.750000 Penalty: 1430.643311
	Iteration 0F: 2 clusters Score -1678779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1668902.250000 Penalty: 2861.286621
	Iteration 0F: 3 clusters Score -1668902 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1672359.750000 Penalty: 2861.286621
	Iteration 1F: 3 clusters Score -1672360 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1672705.375000 Penalty: 2861.286621
	Iteration 2F: 3 clusters Score -1672705 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1672949.750000 Penalty: 2861.286621
	Iteration 3Q: 3 clusters Score -1672950 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1673159.125000 Penalty: 2861.286621
	Iteration 4Q: 3 clusters Score -1673159 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1673299.625000 Penalty: 2861.286621
	Iteration 5Q: 3 clusters Score -1673300 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1673441.875000 Penalty: 2861.286621
	Iteration 6Q: 3 clusters Score -1673442 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1673619.750000 Penalty: 2861.286621
	Iteration 7Q: 3 clusters Score -1673620 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1673837.750000 Penalty: 2861.286621
	Iteration 8Q: 3 clusters Score -1673838 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1674121.375000 Penalty: 2861.286621
	Iteration 9Q: 3 clusters Score -1674121 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1674497.000000 Penalty: 2861.286621
	Iteration 10Q: 3 clusters Score -1674497 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1674953.000000 Penalty: 2861.286621
	Iteration 11Q: 3 clusters Score -1674953 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1675561.375000 Penalty: 2861.286621
	Iteration 12F: 3 clusters Score -1675561 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1676216.125000 Penalty: 2861.286621
	Iteration 13F: 3 clusters Score -1676216 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1676743.375000 Penalty: 2861.286621
	Iteration 14Q: 3 clusters Score -1676743 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1677104.875000 Penalty: 2861.286621
	Iteration 15Q: 3 clusters Score -1677105 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1677311.250000 Penalty: 2861.286621
	Iteration 16Q: 3 clusters Score -1677311 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1677433.500000 Penalty: 2861.286621
	Iteration 17Q: 3 clusters Score -1677434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1677502.875000 Penalty: 2861.286621
	Iteration 18Q: 3 clusters Score -1677503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1677561.000000 Penalty: 2861.286621
	Iteration 19Q: 3 clusters Score -1677561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1677598.750000 Penalty: 2861.286621
	Iteration 20F: 3 clusters Score -1677599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1677614.125000 Penalty: 2861.286621
	Iteration 21Q: 3 clusters Score -1677614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1677638.625000 Penalty: 2861.286621
	Iteration 22Q: 3 clusters Score -1677639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1677660.750000 Penalty: 2861.286621
	Iteration 23Q: 3 clusters Score -1677661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1677669.750000 Penalty: 2861.286621
	Iteration 24Q: 3 clusters Score -1677670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1677684.375000 Penalty: 2861.286621
	Iteration 25Q: 3 clusters Score -1677684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1677689.750000 Penalty: 2861.286621
	Iteration 26Q: 3 clusters Score -1677690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1677699.000000 Penalty: 2861.286621
	Iteration 27Q: 3 clusters Score -1677699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1677703.750000 Penalty: 2861.286621
	Iteration 28Q: 3 clusters Score -1677704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1677703.750000 Penalty: 2861.286621
	Iteration 29F: 3 clusters Score -1677704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -310342.656250 Penalty: 1188.745728
	Iteration 0F: 2 clusters Score -310342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -307935.500000 Penalty: 2377.491455
	Iteration 0F: 3 clusters Score -307935.5 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -308613.687500 Penalty: 2377.491455
	Iteration 1F: 3 clusters Score -308613.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -308782.625000 Penalty: 2377.491455
	Iteration 2F: 3 clusters Score -308782.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -308869.718750 Penalty: 2377.491455
	Iteration 3Q: 3 clusters Score -308869.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -308932.593750 Penalty: 2377.491455
	Iteration 4Q: 3 clusters Score -308932.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -308987.781250 Penalty: 2377.491455
	Iteration 5Q: 3 clusters Score -308987.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -309034.812500 Penalty: 2377.491455
	Iteration 6Q: 3 clusters Score -309034.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -309072.093750 Penalty: 2377.491455
	Iteration 7Q: 3 clusters Score -309072.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -309113.312500 Penalty: 2377.491455
	Iteration 8Q: 3 clusters Score -309113.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -309138.093750 Penalty: 2377.491455
	Iteration 9Q: 3 clusters Score -309138.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -309167.000000 Penalty: 2377.491455
	Iteration 10Q: 3 clusters Score -309167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -309186.625000 Penalty: 2377.491455
	Iteration 11Q: 3 clusters Score -309186.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -309203.531250 Penalty: 2377.491455
	Iteration 12Q: 3 clusters Score -309203.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -309220.468750 Penalty: 2377.491455
	Iteration 13Q: 3 clusters Score -309220.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -309233.906250 Penalty: 2377.491455
	Iteration 14Q: 3 clusters Score -309233.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -309246.687500 Penalty: 2377.491455
	Iteration 15Q: 3 clusters Score -309246.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -309257.500000 Penalty: 2377.491455
	Iteration 16Q: 3 clusters Score -309257.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -309272.437500 Penalty: 2377.491455
	Iteration 17Q: 3 clusters Score -309272.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -309294.625000 Penalty: 2377.491455
	Iteration 18Q: 3 clusters Score -309294.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -309304.500000 Penalty: 2377.491455
	Iteration 19Q: 3 clusters Score -309304.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -309312.250000 Penalty: 2377.491455
	Iteration 20F: 3 clusters Score -309312.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -309322.593750 Penalty: 2377.491455
	Iteration 21Q: 3 clusters Score -309322.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -309335.968750 Penalty: 2377.491455
	Iteration 22Q: 3 clusters Score -309336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -309360.625000 Penalty: 2377.491455
	Iteration 23Q: 3 clusters Score -309360.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -309375.093750 Penalty: 2377.491455
	Iteration 24Q: 3 clusters Score -309375.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -309387.656250 Penalty: 2377.491455
	Iteration 25Q: 3 clusters Score -309387.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -309397.750000 Penalty: 2377.491455
	Iteration 26Q: 3 clusters Score -309397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -309405.531250 Penalty: 2377.491455
	Iteration 27Q: 3 clusters Score -309405.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -309411.593750 Penalty: 2377.491455
	Iteration 28Q: 3 clusters Score -309411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -309414.656250 Penalty: 2377.491455
	Iteration 29Q: 3 clusters Score -309414.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -309420.375000 Penalty: 2377.491455
	Iteration 30Q: 3 clusters Score -309420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -309426.937500 Penalty: 2377.491455
	Iteration 31Q: 3 clusters Score -309426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -309430.875000 Penalty: 2377.491455
	Iteration 32Q: 3 clusters Score -309430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -309434.750000 Penalty: 2377.491455
	Iteration 33Q: 3 clusters Score -309434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -309442.750000 Penalty: 2377.491455
	Iteration 34Q: 3 clusters Score -309442.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -309449.718750 Penalty: 2377.491455
	Iteration 35Q: 3 clusters Score -309449.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -309457.937500 Penalty: 2377.491455
	Iteration 36Q: 3 clusters Score -309457.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -309465.781250 Penalty: 2377.491455
	Iteration 37Q: 3 clusters Score -309465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -309473.031250 Penalty: 2377.491455
	Iteration 38Q: 3 clusters Score -309473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -309479.125000 Penalty: 2377.491455
	Iteration 39Q: 3 clusters Score -309479.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -309487.375000 Penalty: 2377.491455
	Iteration 40F: 3 clusters Score -309487.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -309496.281250 Penalty: 2377.491455
	Iteration 41Q: 3 clusters Score -309496.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -309503.250000 Penalty: 2377.491455
	Iteration 42Q: 3 clusters Score -309503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -309507.656250 Penalty: 2377.491455
	Iteration 43Q: 3 clusters Score -309507.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -309515.031250 Penalty: 2377.491455
	Iteration 44Q: 3 clusters Score -309515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -309523.281250 Penalty: 2377.491455
	Iteration 45Q: 3 clusters Score -309523.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -309527.937500 Penalty: 2377.491455
	Iteration 46Q: 3 clusters Score -309527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -309532.343750 Penalty: 2377.491455
	Iteration 47Q: 3 clusters Score -309532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -309534.968750 Penalty: 2377.491455
	Iteration 48Q: 3 clusters Score -309535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -309539.250000 Penalty: 2377.491455
	Iteration 49Q: 3 clusters Score -309539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -309544.687500 Penalty: 2377.491455
	Iteration 50Q: 3 clusters Score -309544.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -309550.468750 Penalty: 2377.491455
	Iteration 51Q: 3 clusters Score -309550.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -309555.187500 Penalty: 2377.491455
	Iteration 52Q: 3 clusters Score -309555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -309557.937500 Penalty: 2377.491455
	Iteration 53Q: 3 clusters Score -309557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -309559.906250 Penalty: 2377.491455
	Iteration 54Q: 3 clusters Score -309559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -309560.968750 Penalty: 2377.491455
	Iteration 55Q: 3 clusters Score -309561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -309563.156250 Penalty: 2377.491455
	Iteration 56Q: 3 clusters Score -309563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -309566.500000 Penalty: 2377.491455
	Iteration 57Q: 3 clusters Score -309566.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -309570.500000 Penalty: 2377.491455
	Iteration 58Q: 3 clusters Score -309570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -309572.343750 Penalty: 2377.491455
	Iteration 59Q: 3 clusters Score -309572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -309572.968750 Penalty: 2377.491455
	Iteration 60F: 3 clusters Score -309573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -309574.468750 Penalty: 2377.491455
	Iteration 61Q: 3 clusters Score -309574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -309575.531250 Penalty: 2377.491455
	Iteration 62Q: 3 clusters Score -309575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -309577.906250 Penalty: 2377.491455
	Iteration 63Q: 3 clusters Score -309577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -309578.312500 Penalty: 2377.491455
	Iteration 64Q: 3 clusters Score -309578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -309578.312500 Penalty: 2377.491455
	Iteration 65F: 3 clusters Score -309578.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Entering Unmasked Estep 
Score: -9387841.000000 Penalty: 1690.337891
	Iteration 0F: 2 clusters Score -9387841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -9331558.000000 Penalty: 3380.675781
	Iteration 0F: 3 clusters Score -9331558 nChanged 40398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -9354459.000000 Penalty: 3380.675781
	Iteration 1F: 3 clusters Score -9354459 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -9355408.000000 Penalty: 3380.675781
	Iteration 2Q: 3 clusters Score -9355408 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -9356669.000000 Penalty: 3380.675781
	Iteration 3Q: 3 clusters Score -9356669 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -9358223.000000 Penalty: 3380.675781
	Iteration 4Q: 3 clusters Score -9358223 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -9360151.000000 Penalty: 3380.675781
	Iteration 5F: 3 clusters Score -9360151 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -9362722.000000 Penalty: 3380.675781
	Iteration 6F: 3 clusters Score -9362722 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -9365656.000000 Penalty: 3380.675781
	Iteration 7F: 3 clusters Score -9365656 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -9369018.000000 Penalty: 3380.675781
	Iteration 8F: 3 clusters Score -9369018 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -9372723.000000 Penalty: 3380.675781
	Iteration 9F: 3 clusters Score -9372723 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -9376494.000000 Penalty: 3380.675781
	Iteration 10F: 3 clusters Score -9376494 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -9379898.000000 Penalty: 3380.675781
	Iteration 11Q: 3 clusters Score -9379898 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -9382622.000000 Penalty: 3380.675781
	Iteration 12Q: 3 clusters Score -9382622 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -9384426.000000 Penalty: 3380.675781
	Iteration 13Q: 3 clusters Score -9384426 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9385448.000000 Penalty: 3380.675781
	Iteration 14Q: 3 clusters Score -9385448 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9385892.000000 Penalty: 3380.675781
	Iteration 15Q: 3 clusters Score -9385892 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9386136.000000 Penalty: 3380.675781
	Iteration 16Q: 3 clusters Score -9386136 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9386278.000000 Penalty: 3380.675781
	Iteration 17Q: 3 clusters Score -9386278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9386357.000000 Penalty: 3380.675781
	Iteration 18Q: 3 clusters Score -9386357 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9386389.000000 Penalty: 3380.675781
	Iteration 19Q: 3 clusters Score -9386389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9386420.000000 Penalty: 3380.675781
	Iteration 20F: 3 clusters Score -9386420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85316 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9386443.000000 Penalty: 3380.675781
	Iteration 21Q: 3 clusters Score -9386443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9386438.000000 Penalty: 3380.675781
	Iteration 22Q: 3 clusters Score -9386438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9386448.000000 Penalty: 3380.675781
	Iteration 23Q: 3 clusters Score -9386448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85338 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9386451.000000 Penalty: 3380.675781
	Iteration 24Q: 3 clusters Score -9386451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9386458.000000 Penalty: 3380.675781
	Iteration 25Q: 3 clusters Score -9386458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85349 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9386461.000000 Penalty: 3380.675781
	Iteration 26Q: 3 clusters Score -9386461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9386477.000000 Penalty: 3380.675781
	Iteration 27Q: 3 clusters Score -9386477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9386476.000000 Penalty: 3380.675781
	Iteration 28Q: 3 clusters Score -9386476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9386482.000000 Penalty: 3380.675781
	Iteration 29Q: 3 clusters Score -9386482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85358 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9386489.000000 Penalty: 3380.675781
	Iteration 30Q: 3 clusters Score -9386489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9386488.000000 Penalty: 3380.675781
	Iteration 31Q: 3 clusters Score -9386488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9386496.000000 Penalty: 3380.675781
	Iteration 32Q: 3 clusters Score -9386496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9386504.000000 Penalty: 3380.675781
	Iteration 33Q: 3 clusters Score -9386504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9386507.000000 Penalty: 3380.675781
	Iteration 34Q: 3 clusters Score -9386507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9386520.000000 Penalty: 3380.675781
	Iteration 35Q: 3 clusters Score -9386520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9386524.000000 Penalty: 3380.675781
	Iteration 36Q: 3 clusters Score -9386524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9386517.000000 Penalty: 3380.675781
	Iteration 37Q: 3 clusters Score -9386517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9386524.000000 Penalty: 3380.675781
	Iteration 38Q: 3 clusters Score -9386524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9386521.000000 Penalty: 3380.675781
	Iteration 39Q: 3 clusters Score -9386521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9386522.000000 Penalty: 3380.675781
	Iteration 40F: 3 clusters Score -9386522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9386521.000000 Penalty: 3380.675781
	Iteration 41Q: 3 clusters Score -9386521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9386521.000000 Penalty: 3380.675781
	Iteration 42F: 3 clusters Score -9386521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -165992.031250 Penalty: 1092.219849
	Iteration 0F: 2 clusters Score -165992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -164383.328125 Penalty: 2184.439697
	Iteration 0F: 3 clusters Score -164383.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -164797.500000 Penalty: 2184.439697
	Iteration 1F: 3 clusters Score -164797.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -164886.875000 Penalty: 2184.439697
	Iteration 2F: 3 clusters Score -164886.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -164916.140625 Penalty: 2184.439697
	Iteration 3Q: 3 clusters Score -164916.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -164935.343750 Penalty: 2184.439697
	Iteration 4Q: 3 clusters Score -164935.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -164948.156250 Penalty: 2184.439697
	Iteration 5Q: 3 clusters Score -164948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -164955.015625 Penalty: 2184.439697
	Iteration 6Q: 3 clusters Score -164955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -164960.015625 Penalty: 2184.439697
	Iteration 7Q: 3 clusters Score -164960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -164965.500000 Penalty: 2184.439697
	Iteration 8Q: 3 clusters Score -164965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -164969.281250 Penalty: 2184.439697
	Iteration 9Q: 3 clusters Score -164969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -164972.734375 Penalty: 2184.439697
	Iteration 10Q: 3 clusters Score -164972.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -164975.140625 Penalty: 2184.439697
	Iteration 11Q: 3 clusters Score -164975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -164977.234375 Penalty: 2184.439697
	Iteration 12Q: 3 clusters Score -164977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -164980.125000 Penalty: 2184.439697
	Iteration 13Q: 3 clusters Score -164980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -164984.046875 Penalty: 2184.439697
	Iteration 14Q: 3 clusters Score -164984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -164986.578125 Penalty: 2184.439697
	Iteration 15Q: 3 clusters Score -164986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -164988.750000 Penalty: 2184.439697
	Iteration 16Q: 3 clusters Score -164988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -164990.078125 Penalty: 2184.439697
	Iteration 17Q: 3 clusters Score -164990.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -164994.375000 Penalty: 2184.439697
	Iteration 18Q: 3 clusters Score -164994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -164998.218750 Penalty: 2184.439697
	Iteration 19Q: 3 clusters Score -164998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -165001.218750 Penalty: 2184.439697
	Iteration 20F: 3 clusters Score -165001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -165002.281250 Penalty: 2184.439697
	Iteration 21Q: 3 clusters Score -165002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -165002.281250 Penalty: 2184.439697
	Iteration 22F: 3 clusters Score -165002.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -290315.343750 Penalty: 1174.674561
	Iteration 0F: 2 clusters Score -290315.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -288009.531250 Penalty: 2349.349121
	Iteration 0F: 3 clusters Score -288009.5 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -288561.000000 Penalty: 2349.349121
	Iteration 1F: 3 clusters Score -288561 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -288726.156250 Penalty: 2349.349121
	Iteration 2F: 3 clusters Score -288726.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -288829.406250 Penalty: 2349.349121
	Iteration 3F: 3 clusters Score -288829.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -288911.906250 Penalty: 2349.349121
	Iteration 4Q: 3 clusters Score -288911.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -288962.468750 Penalty: 2349.349121
	Iteration 5Q: 3 clusters Score -288962.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -289004.437500 Penalty: 2349.349121
	Iteration 6Q: 3 clusters Score -289004.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -289041.843750 Penalty: 2349.349121
	Iteration 7Q: 3 clusters Score -289041.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289072.062500 Penalty: 2349.349121
	Iteration 8Q: 3 clusters Score -289072.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -289096.000000 Penalty: 2349.349121
	Iteration 9Q: 3 clusters Score -289096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -289111.718750 Penalty: 2349.349121
	Iteration 10Q: 3 clusters Score -289111.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289126.406250 Penalty: 2349.349121
	Iteration 11Q: 3 clusters Score -289126.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -289136.500000 Penalty: 2349.349121
	Iteration 12Q: 3 clusters Score -289136.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -289144.281250 Penalty: 2349.349121
	Iteration 13Q: 3 clusters Score -289144.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -289149.718750 Penalty: 2349.349121
	Iteration 14Q: 3 clusters Score -289149.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -289157.125000 Penalty: 2349.349121
	Iteration 15Q: 3 clusters Score -289157.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -289161.343750 Penalty: 2349.349121
	Iteration 16Q: 3 clusters Score -289161.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -289165.562500 Penalty: 2349.349121
	Iteration 17Q: 3 clusters Score -289165.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -289173.468750 Penalty: 2349.349121
	Iteration 18Q: 3 clusters Score -289173.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -289182.281250 Penalty: 2349.349121
	Iteration 19Q: 3 clusters Score -289182.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -289191.156250 Penalty: 2349.349121
	Iteration 20F: 3 clusters Score -289191.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -289198.875000 Penalty: 2349.349121
	Iteration 21Q: 3 clusters Score -289198.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -289209.750000 Penalty: 2349.349121
	Iteration 22Q: 3 clusters Score -289209.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -289224.375000 Penalty: 2349.349121
	Iteration 23Q: 3 clusters Score -289224.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -289237.906250 Penalty: 2349.349121
	Iteration 24Q: 3 clusters Score -289237.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -289250.812500 Penalty: 2349.349121
	Iteration 25Q: 3 clusters Score -289250.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -289260.312500 Penalty: 2349.349121
	Iteration 26Q: 3 clusters Score -289260.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -289271.468750 Penalty: 2349.349121
	Iteration 27Q: 3 clusters Score -289271.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289285.531250 Penalty: 2349.349121
	Iteration 28Q: 3 clusters Score -289285.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -289299.937500 Penalty: 2349.349121
	Iteration 29Q: 3 clusters Score -289299.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -289312.718750 Penalty: 2349.349121
	Iteration 30Q: 3 clusters Score -289312.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289322.187500 Penalty: 2349.349121
	Iteration 31Q: 3 clusters Score -289322.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -289328.218750 Penalty: 2349.349121
	Iteration 32Q: 3 clusters Score -289328.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -289333.000000 Penalty: 2349.349121
	Iteration 33Q: 3 clusters Score -289333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289337.625000 Penalty: 2349.349121
	Iteration 34Q: 3 clusters Score -289337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -289341.718750 Penalty: 2349.349121
	Iteration 35Q: 3 clusters Score -289341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -289345.562500 Penalty: 2349.349121
	Iteration 36Q: 3 clusters Score -289345.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289348.750000 Penalty: 2349.349121
	Iteration 37Q: 3 clusters Score -289348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289352.500000 Penalty: 2349.349121
	Iteration 38Q: 3 clusters Score -289352.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -289358.125000 Penalty: 2349.349121
	Iteration 39Q: 3 clusters Score -289358.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -289362.343750 Penalty: 2349.349121
	Iteration 40F: 3 clusters Score -289362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -289365.968750 Penalty: 2349.349121
	Iteration 41Q: 3 clusters Score -289366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289367.125000 Penalty: 2349.349121
	Iteration 42Q: 3 clusters Score -289367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -289367.656250 Penalty: 2349.349121
	Iteration 43Q: 3 clusters Score -289367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -289368.968750 Penalty: 2349.349121
	Iteration 44Q: 3 clusters Score -289369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289369.625000 Penalty: 2349.349121
	Iteration 45Q: 3 clusters Score -289369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -289371.000000 Penalty: 2349.349121
	Iteration 46Q: 3 clusters Score -289371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289372.906250 Penalty: 2349.349121
	Iteration 47Q: 3 clusters Score -289372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -289374.062500 Penalty: 2349.349121
	Iteration 48Q: 3 clusters Score -289374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -289375.156250 Penalty: 2349.349121
	Iteration 49Q: 3 clusters Score -289375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289375.562500 Penalty: 2349.349121
	Iteration 50Q: 3 clusters Score -289375.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289376.468750 Penalty: 2349.349121
	Iteration 51Q: 3 clusters Score -289376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -289376.843750 Penalty: 2349.349121
	Iteration 52Q: 3 clusters Score -289376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -289377.937500 Penalty: 2349.349121
	Iteration 53Q: 3 clusters Score -289377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -289379.281250 Penalty: 2349.349121
	Iteration 54Q: 3 clusters Score -289379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289380.375000 Penalty: 2349.349121
	Iteration 55Q: 3 clusters Score -289380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -289381.093750 Penalty: 2349.349121
	Iteration 56Q: 3 clusters Score -289381.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289381.281250 Penalty: 2349.349121
	Iteration 57Q: 3 clusters Score -289381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289381.281250 Penalty: 2349.349121
	Iteration 58F: 3 clusters Score -289381.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Entering Unmasked Estep 
Score: -2736186.000000 Penalty: 1503.282837
	Iteration 0F: 2 clusters Score -2736186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2720348.000000 Penalty: 3006.565674
	Iteration 0F: 3 clusters Score -2720348 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2726203.750000 Penalty: 3006.565674
	Iteration 1F: 3 clusters Score -2726204 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2726660.500000 Penalty: 3006.565674
	Iteration 2Q: 3 clusters Score -2726660 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2727081.250000 Penalty: 3006.565674
	Iteration 3Q: 3 clusters Score -2727081 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2727453.000000 Penalty: 3006.565674
	Iteration 4Q: 3 clusters Score -2727453 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2727797.750000 Penalty: 3006.565674
	Iteration 5Q: 3 clusters Score -2727798 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2728154.250000 Penalty: 3006.565674
	Iteration 6Q: 3 clusters Score -2728154 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2728477.500000 Penalty: 3006.565674
	Iteration 7Q: 3 clusters Score -2728478 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2728807.750000 Penalty: 3006.565674
	Iteration 8Q: 3 clusters Score -2728808 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2729107.500000 Penalty: 3006.565674
	Iteration 9Q: 3 clusters Score -2729108 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2729408.750000 Penalty: 3006.565674
	Iteration 10Q: 3 clusters Score -2729409 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2729677.000000 Penalty: 3006.565674
	Iteration 11Q: 3 clusters Score -2729677 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2729945.250000 Penalty: 3006.565674
	Iteration 12Q: 3 clusters Score -2729945 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2730172.000000 Penalty: 3006.565674
	Iteration 13Q: 3 clusters Score -2730172 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2730360.750000 Penalty: 3006.565674
	Iteration 14Q: 3 clusters Score -2730361 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2730535.750000 Penalty: 3006.565674
	Iteration 15Q: 3 clusters Score -2730536 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2730674.000000 Penalty: 3006.565674
	Iteration 16Q: 3 clusters Score -2730674 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2730772.500000 Penalty: 3006.565674
	Iteration 17Q: 3 clusters Score -2730772 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2730878.250000 Penalty: 3006.565674
	Iteration 18Q: 3 clusters Score -2730878 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2730957.500000 Penalty: 3006.565674
	Iteration 19Q: 3 clusters Score -2730958 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2731032.000000 Penalty: 3006.565674
	Iteration 20F: 3 clusters Score -2731032 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2731117.500000 Penalty: 3006.565674
	Iteration 21Q: 3 clusters Score -2731118 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2731193.750000 Penalty: 3006.565674
	Iteration 22Q: 3 clusters Score -2731194 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2731254.000000 Penalty: 3006.565674
	Iteration 23Q: 3 clusters Score -2731254 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2731312.500000 Penalty: 3006.565674
	Iteration 24Q: 3 clusters Score -2731312 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2731362.000000 Penalty: 3006.565674
	Iteration 25Q: 3 clusters Score -2731362 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2731411.500000 Penalty: 3006.565674
	Iteration 26Q: 3 clusters Score -2731412 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2731453.750000 Penalty: 3006.565674
	Iteration 27Q: 3 clusters Score -2731454 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2731504.000000 Penalty: 3006.565674
	Iteration 28Q: 3 clusters Score -2731504 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2731543.000000 Penalty: 3006.565674
	Iteration 29Q: 3 clusters Score -2731543 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2731574.250000 Penalty: 3006.565674
	Iteration 30Q: 3 clusters Score -2731574 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2731630.500000 Penalty: 3006.565674
	Iteration 31Q: 3 clusters Score -2731630 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2731681.000000 Penalty: 3006.565674
	Iteration 32Q: 3 clusters Score -2731681 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2731758.750000 Penalty: 3006.565674
	Iteration 33Q: 3 clusters Score -2731759 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2731826.750000 Penalty: 3006.565674
	Iteration 34Q: 3 clusters Score -2731827 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2731920.500000 Penalty: 3006.565674
	Iteration 35Q: 3 clusters Score -2731920 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2732009.250000 Penalty: 3006.565674
	Iteration 36Q: 3 clusters Score -2732009 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2732134.750000 Penalty: 3006.565674
	Iteration 37Q: 3 clusters Score -2732135 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2732256.000000 Penalty: 3006.565674
	Iteration 38Q: 3 clusters Score -2732256 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2732412.500000 Penalty: 3006.565674
	Iteration 39Q: 3 clusters Score -2732412 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2732578.750000 Penalty: 3006.565674
	Iteration 40F: 3 clusters Score -2732579 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2732764.000000 Penalty: 3006.565674
	Iteration 41Q: 3 clusters Score -2732764 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2733003.250000 Penalty: 3006.565674
	Iteration 42Q: 3 clusters Score -2733003 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2733273.750000 Penalty: 3006.565674
	Iteration 43Q: 3 clusters Score -2733274 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2733554.500000 Penalty: 3006.565674
	Iteration 44Q: 3 clusters Score -2733554 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2733859.750000 Penalty: 3006.565674
	Iteration 45Q: 3 clusters Score -2733860 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2734123.250000 Penalty: 3006.565674
	Iteration 46Q: 3 clusters Score -2734123 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2734337.250000 Penalty: 3006.565674
	Iteration 47Q: 3 clusters Score -2734337 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2734516.250000 Penalty: 3006.565674
	Iteration 48Q: 3 clusters Score -2734516 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2734673.500000 Penalty: 3006.565674
	Iteration 49Q: 3 clusters Score -2734674 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2734782.750000 Penalty: 3006.565674
	Iteration 50Q: 3 clusters Score -2734783 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2734864.500000 Penalty: 3006.565674
	Iteration 51Q: 3 clusters Score -2734864 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2734913.250000 Penalty: 3006.565674
	Iteration 52Q: 3 clusters Score -2734913 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2734951.000000 Penalty: 3006.565674
	Iteration 53Q: 3 clusters Score -2734951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2734973.000000 Penalty: 3006.565674
	Iteration 54Q: 3 clusters Score -2734973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2734996.750000 Penalty: 3006.565674
	Iteration 55Q: 3 clusters Score -2734997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2735011.500000 Penalty: 3006.565674
	Iteration 56Q: 3 clusters Score -2735012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2735019.500000 Penalty: 3006.565674
	Iteration 57Q: 3 clusters Score -2735020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2735031.000000 Penalty: 3006.565674
	Iteration 58Q: 3 clusters Score -2735031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2735052.750000 Penalty: 3006.565674
	Iteration 59Q: 3 clusters Score -2735053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2735065.500000 Penalty: 3006.565674
	Iteration 60F: 3 clusters Score -2735066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2735078.000000 Penalty: 3006.565674
	Iteration 61Q: 3 clusters Score -2735078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2735080.250000 Penalty: 3006.565674
	Iteration 62Q: 3 clusters Score -2735080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2735084.000000 Penalty: 3006.565674
	Iteration 63Q: 3 clusters Score -2735084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2735094.250000 Penalty: 3006.565674
	Iteration 64Q: 3 clusters Score -2735094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2735095.000000 Penalty: 3006.565674
	Iteration 65Q: 3 clusters Score -2735095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2735097.250000 Penalty: 3006.565674
	Iteration 66Q: 3 clusters Score -2735097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2735095.000000 Penalty: 3006.565674
	Iteration 67Q: 3 clusters Score -2735095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2735104.500000 Penalty: 3006.565674
	Iteration 68Q: 3 clusters Score -2735104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2735107.250000 Penalty: 3006.565674
	Iteration 69Q: 3 clusters Score -2735107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2735112.250000 Penalty: 3006.565674
	Iteration 70Q: 3 clusters Score -2735112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2735116.500000 Penalty: 3006.565674
	Iteration 71Q: 3 clusters Score -2735116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2735117.750000 Penalty: 3006.565674
	Iteration 72Q: 3 clusters Score -2735118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2735116.250000 Penalty: 3006.565674
	Iteration 73Q: 3 clusters Score -2735116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2735114.750000 Penalty: 3006.565674
	Iteration 74Q: 3 clusters Score -2735115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2735118.500000 Penalty: 3006.565674
	Iteration 75Q: 3 clusters Score -2735118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2735125.000000 Penalty: 3006.565674
	Iteration 76Q: 3 clusters Score -2735125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2735128.250000 Penalty: 3006.565674
	Iteration 77Q: 3 clusters Score -2735128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2735140.250000 Penalty: 3006.565674
	Iteration 78Q: 3 clusters Score -2735140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2735144.250000 Penalty: 3006.565674
	Iteration 79Q: 3 clusters Score -2735144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2735148.750000 Penalty: 3006.565674
	Iteration 80F: 3 clusters Score -2735149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2735152.000000 Penalty: 3006.565674
	Iteration 81Q: 3 clusters Score -2735152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2735150.500000 Penalty: 3006.565674
	Iteration 82Q: 3 clusters Score -2735150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2735150.500000 Penalty: 3006.565674
	Iteration 83F: 3 clusters Score -2735150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Entering Unmasked Estep 
Score: -1877346.250000 Penalty: 1447.464844
	Iteration 0F: 2 clusters Score -1877346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1866267.875000 Penalty: 2894.929688
	Iteration 0F: 3 clusters Score -1866268 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1870115.750000 Penalty: 2894.929688
	Iteration 1F: 3 clusters Score -1870116 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1870525.000000 Penalty: 2894.929688
	Iteration 2F: 3 clusters Score -1870525 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1870885.250000 Penalty: 2894.929688
	Iteration 3F: 3 clusters Score -1870885 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1871181.250000 Penalty: 2894.929688
	Iteration 4Q: 3 clusters Score -1871181 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1871521.750000 Penalty: 2894.929688
	Iteration 5Q: 3 clusters Score -1871522 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1871940.000000 Penalty: 2894.929688
	Iteration 6Q: 3 clusters Score -1871940 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1872525.625000 Penalty: 2894.929688
	Iteration 7F: 3 clusters Score -1872526 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1873207.875000 Penalty: 2894.929688
	Iteration 8F: 3 clusters Score -1873208 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1873909.875000 Penalty: 2894.929688
	Iteration 9F: 3 clusters Score -1873910 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1874588.500000 Penalty: 2894.929688
	Iteration 10Q: 3 clusters Score -1874588 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1875152.250000 Penalty: 2894.929688
	Iteration 11Q: 3 clusters Score -1875152 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1875532.375000 Penalty: 2894.929688
	Iteration 12Q: 3 clusters Score -1875532 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1875775.125000 Penalty: 2894.929688
	Iteration 13Q: 3 clusters Score -1875775 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1875924.000000 Penalty: 2894.929688
	Iteration 14Q: 3 clusters Score -1875924 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1876012.250000 Penalty: 2894.929688
	Iteration 15Q: 3 clusters Score -1876012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1876067.375000 Penalty: 2894.929688
	Iteration 16Q: 3 clusters Score -1876067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1876114.250000 Penalty: 2894.929688
	Iteration 17Q: 3 clusters Score -1876114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1876143.500000 Penalty: 2894.929688
	Iteration 18Q: 3 clusters Score -1876144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1876160.625000 Penalty: 2894.929688
	Iteration 19Q: 3 clusters Score -1876161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1876175.875000 Penalty: 2894.929688
	Iteration 20F: 3 clusters Score -1876176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1876181.375000 Penalty: 2894.929688
	Iteration 21Q: 3 clusters Score -1876181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1876183.375000 Penalty: 2894.929688
	Iteration 22Q: 3 clusters Score -1876183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1876190.500000 Penalty: 2894.929688
	Iteration 23Q: 3 clusters Score -1876190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1876194.625000 Penalty: 2894.929688
	Iteration 24Q: 3 clusters Score -1876195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1876198.125000 Penalty: 2894.929688
	Iteration 25Q: 3 clusters Score -1876198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1876199.500000 Penalty: 2894.929688
	Iteration 26Q: 3 clusters Score -1876200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1876199.500000 Penalty: 2894.929688
	Iteration 27F: 3 clusters Score -1876200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Entering Unmasked Estep 
Score: -7082939.000000 Penalty: 1648.210205
	Iteration 0F: 2 clusters Score -7082939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -7040691.500000 Penalty: 3296.420410
	Iteration 0F: 3 clusters Score -7040692 nChanged 30214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -7057735.000000 Penalty: 3296.420410
	Iteration 1F: 3 clusters Score -7057735 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -7058730.500000 Penalty: 3296.420410
	Iteration 2Q: 3 clusters Score -7058730 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -7059842.500000 Penalty: 3296.420410
	Iteration 3Q: 3 clusters Score -7059842 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -7060891.500000 Penalty: 3296.420410
	Iteration 4Q: 3 clusters Score -7060892 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -7062046.500000 Penalty: 3296.420410
	Iteration 5Q: 3 clusters Score -7062046 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -7063194.000000 Penalty: 3296.420410
	Iteration 6Q: 3 clusters Score -7063194 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -7064537.000000 Penalty: 3296.420410
	Iteration 7Q: 3 clusters Score -7064537 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -7066179.500000 Penalty: 3296.420410
	Iteration 8Q: 3 clusters Score -7066180 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -7068238.000000 Penalty: 3296.420410
	Iteration 9F: 3 clusters Score -7068238 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -7070717.000000 Penalty: 3296.420410
	Iteration 10F: 3 clusters Score -7070717 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -7073680.500000 Penalty: 3296.420410
	Iteration 11F: 3 clusters Score -7073680 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -7076659.500000 Penalty: 3296.420410
	Iteration 12F: 3 clusters Score -7076660 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -7079028.500000 Penalty: 3296.420410
	Iteration 13Q: 3 clusters Score -7079028 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7080478.000000 Penalty: 3296.420410
	Iteration 14Q: 3 clusters Score -7080478 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -7081273.500000 Penalty: 3296.420410
	Iteration 15Q: 3 clusters Score -7081274 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7081660.000000 Penalty: 3296.420410
	Iteration 16Q: 3 clusters Score -7081660 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7081847.500000 Penalty: 3296.420410
	Iteration 17Q: 3 clusters Score -7081848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7081919.500000 Penalty: 3296.420410
	Iteration 18Q: 3 clusters Score -7081920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7081976.000000 Penalty: 3296.420410
	Iteration 19Q: 3 clusters Score -7081976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7082010.500000 Penalty: 3296.420410
	Iteration 20F: 3 clusters Score -7082010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7082042.000000 Penalty: 3296.420410
	Iteration 21Q: 3 clusters Score -7082042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7082076.500000 Penalty: 3296.420410
	Iteration 22Q: 3 clusters Score -7082076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7082149.000000 Penalty: 3296.420410
	Iteration 23Q: 3 clusters Score -7082149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7082341.500000 Penalty: 3296.420410
	Iteration 24Q: 3 clusters Score -7082342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7082535.000000 Penalty: 3296.420410
	Iteration 25Q: 3 clusters Score -7082535 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7082584.500000 Penalty: 3296.420410
	Iteration 26Q: 3 clusters Score -7082584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7082595.000000 Penalty: 3296.420410
	Iteration 27Q: 3 clusters Score -7082595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7082610.500000 Penalty: 3296.420410
	Iteration 28Q: 3 clusters Score -7082610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7082633.000000 Penalty: 3296.420410
	Iteration 29Q: 3 clusters Score -7082633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7082643.500000 Penalty: 3296.420410
	Iteration 30Q: 3 clusters Score -7082644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7082647.500000 Penalty: 3296.420410
	Iteration 31Q: 3 clusters Score -7082648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7082654.500000 Penalty: 3296.420410
	Iteration 32Q: 3 clusters Score -7082654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7082662.000000 Penalty: 3296.420410
	Iteration 33Q: 3 clusters Score -7082662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7082669.000000 Penalty: 3296.420410
	Iteration 34Q: 3 clusters Score -7082669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7082667.000000 Penalty: 3296.420410
	Iteration 35Q: 3 clusters Score -7082667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7082667.500000 Penalty: 3296.420410
	Iteration 36Q: 3 clusters Score -7082668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7082671.500000 Penalty: 3296.420410
	Iteration 37Q: 3 clusters Score -7082672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7082674.000000 Penalty: 3296.420410
	Iteration 38Q: 3 clusters Score -7082674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7082676.000000 Penalty: 3296.420410
	Iteration 39Q: 3 clusters Score -7082676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7082684.000000 Penalty: 3296.420410
	Iteration 40F: 3 clusters Score -7082684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7082684.500000 Penalty: 3296.420410
	Iteration 41Q: 3 clusters Score -7082684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7082695.500000 Penalty: 3296.420410
	Iteration 42Q: 3 clusters Score -7082696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7082699.500000 Penalty: 3296.420410
	Iteration 43Q: 3 clusters Score -7082700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7082696.500000 Penalty: 3296.420410
	Iteration 44Q: 3 clusters Score -7082696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7082704.500000 Penalty: 3296.420410
	Iteration 45Q: 3 clusters Score -7082704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7082703.000000 Penalty: 3296.420410
	Iteration 46Q: 3 clusters Score -7082703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7082709.000000 Penalty: 3296.420410
	Iteration 47Q: 3 clusters Score -7082709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7082705.000000 Penalty: 3296.420410
	Iteration 48Q: 3 clusters Score -7082705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7082706.000000 Penalty: 3296.420410
	Iteration 49Q: 3 clusters Score -7082706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7082703.500000 Penalty: 3296.420410
	Iteration 50Q: 3 clusters Score -7082704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7082706.000000 Penalty: 3296.420410
	Iteration 51Q: 3 clusters Score -7082706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7082708.500000 Penalty: 3296.420410
	Iteration 52Q: 3 clusters Score -7082708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7082704.500000 Penalty: 3296.420410
	Iteration 53Q: 3 clusters Score -7082704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7082707.000000 Penalty: 3296.420410
	Iteration 54Q: 3 clusters Score -7082707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7082707.000000 Penalty: 3296.420410
	Iteration 55F: 3 clusters Score -7082707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Entering Unmasked Estep 
Score: -4459144.500000 Penalty: 1578.318848
	Iteration 0F: 2 clusters Score -4459144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4432912.500000 Penalty: 3156.637695
	Iteration 0F: 3 clusters Score -4432912 nChanged 18399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4443269.500000 Penalty: 3156.637695
	Iteration 1F: 3 clusters Score -4443270 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4443868.500000 Penalty: 3156.637695
	Iteration 2Q: 3 clusters Score -4443868 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -4444470.000000 Penalty: 3156.637695
	Iteration 3Q: 3 clusters Score -4444470 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4445121.000000 Penalty: 3156.637695
	Iteration 4Q: 3 clusters Score -4445121 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4445933.500000 Penalty: 3156.637695
	Iteration 5Q: 3 clusters Score -4445934 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -4447060.500000 Penalty: 3156.637695
	Iteration 6Q: 3 clusters Score -4447060 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4448575.500000 Penalty: 3156.637695
	Iteration 7F: 3 clusters Score -4448576 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4450558.500000 Penalty: 3156.637695
	Iteration 8F: 3 clusters Score -4450558 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4452688.000000 Penalty: 3156.637695
	Iteration 9F: 3 clusters Score -4452688 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4454582.500000 Penalty: 3156.637695
	Iteration 10F: 3 clusters Score -4454582 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4455920.000000 Penalty: 3156.637695
	Iteration 11Q: 3 clusters Score -4455920 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4456778.500000 Penalty: 3156.637695
	Iteration 12Q: 3 clusters Score -4456778 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -4457303.000000 Penalty: 3156.637695
	Iteration 13Q: 3 clusters Score -4457303 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -4457635.000000 Penalty: 3156.637695
	Iteration 14Q: 3 clusters Score -4457635 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -4457835.500000 Penalty: 3156.637695
	Iteration 15Q: 3 clusters Score -4457836 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -4457966.000000 Penalty: 3156.637695
	Iteration 16Q: 3 clusters Score -4457966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -4458032.500000 Penalty: 3156.637695
	Iteration 17Q: 3 clusters Score -4458032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -4458090.000000 Penalty: 3156.637695
	Iteration 18Q: 3 clusters Score -4458090 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -4458131.500000 Penalty: 3156.637695
	Iteration 19Q: 3 clusters Score -4458132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -4458157.000000 Penalty: 3156.637695
	Iteration 20F: 3 clusters Score -4458157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -4458186.500000 Penalty: 3156.637695
	Iteration 21Q: 3 clusters Score -4458186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4458201.500000 Penalty: 3156.637695
	Iteration 22Q: 3 clusters Score -4458202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -4458219.500000 Penalty: 3156.637695
	Iteration 23Q: 3 clusters Score -4458220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4458223.500000 Penalty: 3156.637695
	Iteration 24Q: 3 clusters Score -4458224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4458239.500000 Penalty: 3156.637695
	Iteration 25Q: 3 clusters Score -4458240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -4458251.500000 Penalty: 3156.637695
	Iteration 26Q: 3 clusters Score -4458252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -4458254.000000 Penalty: 3156.637695
	Iteration 27Q: 3 clusters Score -4458254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -4458254.000000 Penalty: 3156.637695
	Iteration 28Q: 3 clusters Score -4458254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -4458254.000000 Penalty: 3156.637695
	Iteration 29Q: 3 clusters Score -4458254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4458250.500000 Penalty: 3156.637695
	Iteration 30Q: 3 clusters Score -4458250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -4458251.500000 Penalty: 3156.637695
	Iteration 31Q: 3 clusters Score -4458252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -4458247.000000 Penalty: 3156.637695
	Iteration 32Q: 3 clusters Score -4458247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -4458252.000000 Penalty: 3156.637695
	Iteration 33Q: 3 clusters Score -4458252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -4458252.000000 Penalty: 3156.637695
	Iteration 34Q: 3 clusters Score -4458252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -4458264.500000 Penalty: 3156.637695
	Iteration 35Q: 3 clusters Score -4458264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4458265.500000 Penalty: 3156.637695
	Iteration 36Q: 3 clusters Score -4458266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -4458267.500000 Penalty: 3156.637695
	Iteration 37Q: 3 clusters Score -4458268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -4458267.500000 Penalty: 3156.637695
	Iteration 38Q: 3 clusters Score -4458268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -4458267.500000 Penalty: 3156.637695
	Iteration 39F: 3 clusters Score -4458268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -206652.187500 Penalty: 1124.862427
	Iteration 0F: 2 clusters Score -206652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -204819.546875 Penalty: 2249.724854
	Iteration 0F: 3 clusters Score -204819.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -205270.765625 Penalty: 2249.724854
	Iteration 1F: 3 clusters Score -205270.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -205387.890625 Penalty: 2249.724854
	Iteration 2F: 3 clusters Score -205387.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -205440.546875 Penalty: 2249.724854
	Iteration 3Q: 3 clusters Score -205440.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -205480.484375 Penalty: 2249.724854
	Iteration 4Q: 3 clusters Score -205480.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -205514.296875 Penalty: 2249.724854
	Iteration 5Q: 3 clusters Score -205514.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -205536.328125 Penalty: 2249.724854
	Iteration 6Q: 3 clusters Score -205536.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -205550.015625 Penalty: 2249.724854
	Iteration 7Q: 3 clusters Score -205550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -205558.187500 Penalty: 2249.724854
	Iteration 8Q: 3 clusters Score -205558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -205563.859375 Penalty: 2249.724854
	Iteration 9Q: 3 clusters Score -205563.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205567.796875 Penalty: 2249.724854
	Iteration 10Q: 3 clusters Score -205567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -205572.750000 Penalty: 2249.724854
	Iteration 11Q: 3 clusters Score -205572.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -205577.406250 Penalty: 2249.724854
	Iteration 12Q: 3 clusters Score -205577.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -205585.500000 Penalty: 2249.724854
	Iteration 13Q: 3 clusters Score -205585.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -205587.937500 Penalty: 2249.724854
	Iteration 14Q: 3 clusters Score -205587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205589.453125 Penalty: 2249.724854
	Iteration 15Q: 3 clusters Score -205589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -205589.968750 Penalty: 2249.724854
	Iteration 16Q: 3 clusters Score -205590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -205590.734375 Penalty: 2249.724854
	Iteration 17Q: 3 clusters Score -205590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -205591.359375 Penalty: 2249.724854
	Iteration 18Q: 3 clusters Score -205591.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -205592.062500 Penalty: 2249.724854
	Iteration 19Q: 3 clusters Score -205592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -205592.468750 Penalty: 2249.724854
	Iteration 20F: 3 clusters Score -205592.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -205593.281250 Penalty: 2249.724854
	Iteration 21Q: 3 clusters Score -205593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -205594.031250 Penalty: 2249.724854
	Iteration 22Q: 3 clusters Score -205594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205594.593750 Penalty: 2249.724854
	Iteration 23Q: 3 clusters Score -205594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -205595.671875 Penalty: 2249.724854
	Iteration 24Q: 3 clusters Score -205595.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -205596.421875 Penalty: 2249.724854
	Iteration 25Q: 3 clusters Score -205596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -205599.046875 Penalty: 2249.724854
	Iteration 26Q: 3 clusters Score -205599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -205599.953125 Penalty: 2249.724854
	Iteration 27Q: 3 clusters Score -205600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -205600.375000 Penalty: 2249.724854
	Iteration 28Q: 3 clusters Score -205600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -205600.375000 Penalty: 2249.724854
	Iteration 29F: 3 clusters Score -205600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -426547.937500 Penalty: 1242.086182
	Iteration 0F: 2 clusters Score -426547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -423371.750000 Penalty: 2484.172363
	Iteration 0F: 3 clusters Score -423371.8 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -424342.625000 Penalty: 2484.172363
	Iteration 1F: 3 clusters Score -424342.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -424627.875000 Penalty: 2484.172363
	Iteration 2F: 3 clusters Score -424627.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -424861.343750 Penalty: 2484.172363
	Iteration 3F: 3 clusters Score -424861.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -425003.625000 Penalty: 2484.172363
	Iteration 4Q: 3 clusters Score -425003.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -425126.718750 Penalty: 2484.172363
	Iteration 5Q: 3 clusters Score -425126.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -425246.343750 Penalty: 2484.172363
	Iteration 6Q: 3 clusters Score -425246.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -425345.093750 Penalty: 2484.172363
	Iteration 7Q: 3 clusters Score -425345.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -425455.562500 Penalty: 2484.172363
	Iteration 8Q: 3 clusters Score -425455.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -425541.125000 Penalty: 2484.172363
	Iteration 9Q: 3 clusters Score -425541.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -425619.375000 Penalty: 2484.172363
	Iteration 10Q: 3 clusters Score -425619.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -425701.625000 Penalty: 2484.172363
	Iteration 11Q: 3 clusters Score -425701.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -425770.906250 Penalty: 2484.172363
	Iteration 12Q: 3 clusters Score -425770.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -425833.656250 Penalty: 2484.172363
	Iteration 13Q: 3 clusters Score -425833.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -425882.093750 Penalty: 2484.172363
	Iteration 14Q: 3 clusters Score -425882.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -425919.500000 Penalty: 2484.172363
	Iteration 15Q: 3 clusters Score -425919.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -425961.500000 Penalty: 2484.172363
	Iteration 16Q: 3 clusters Score -425961.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -425999.625000 Penalty: 2484.172363
	Iteration 17Q: 3 clusters Score -425999.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -426032.906250 Penalty: 2484.172363
	Iteration 18Q: 3 clusters Score -426032.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -426064.031250 Penalty: 2484.172363
	Iteration 19Q: 3 clusters Score -426064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -426086.875000 Penalty: 2484.172363
	Iteration 20F: 3 clusters Score -426086.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -426108.843750 Penalty: 2484.172363
	Iteration 21Q: 3 clusters Score -426108.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -426127.750000 Penalty: 2484.172363
	Iteration 22Q: 3 clusters Score -426127.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -426141.750000 Penalty: 2484.172363
	Iteration 23Q: 3 clusters Score -426141.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -426156.093750 Penalty: 2484.172363
	Iteration 24Q: 3 clusters Score -426156.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -426162.531250 Penalty: 2484.172363
	Iteration 25Q: 3 clusters Score -426162.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -426169.250000 Penalty: 2484.172363
	Iteration 26Q: 3 clusters Score -426169.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -426173.968750 Penalty: 2484.172363
	Iteration 27Q: 3 clusters Score -426174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -426175.281250 Penalty: 2484.172363
	Iteration 28Q: 3 clusters Score -426175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -426176.000000 Penalty: 2484.172363
	Iteration 29Q: 3 clusters Score -426176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -426176.000000 Penalty: 2484.172363
	Iteration 30F: 3 clusters Score -426176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Entering Unmasked Estep 
Score: -9712383.000000 Penalty: 1693.539307
	Iteration 0F: 2 clusters Score -9712383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -9654569.000000 Penalty: 3387.078613
	Iteration 0F: 3 clusters Score -9654569 nChanged 41488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -9678915.000000 Penalty: 3387.078613
	Iteration 1F: 3 clusters Score -9678915 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -9680191.000000 Penalty: 3387.078613
	Iteration 2Q: 3 clusters Score -9680191 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -9681960.000000 Penalty: 3387.078613
	Iteration 3Q: 3 clusters Score -9681960 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -9684418.000000 Penalty: 3387.078613
	Iteration 4F: 3 clusters Score -9684418 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -9687520.000000 Penalty: 3387.078613
	Iteration 5F: 3 clusters Score -9687520 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -9691252.000000 Penalty: 3387.078613
	Iteration 6F: 3 clusters Score -9691252 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -9695446.000000 Penalty: 3387.078613
	Iteration 7F: 3 clusters Score -9695446 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -9699832.000000 Penalty: 3387.078613
	Iteration 8F: 3 clusters Score -9699832 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -9704095.000000 Penalty: 3387.078613
	Iteration 9F: 3 clusters Score -9704095 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -9707496.000000 Penalty: 3387.078613
	Iteration 10Q: 3 clusters Score -9707496 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 85889 members 
Entering Unmasked Estep 
Score: -9709487.000000 Penalty: 3387.078613
	Iteration 11Q: 3 clusters Score -9709487 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -9710322.000000 Penalty: 3387.078613
	Iteration 12Q: 3 clusters Score -9710322 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -9710622.000000 Penalty: 3387.078613
	Iteration 13Q: 3 clusters Score -9710622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -9710768.000000 Penalty: 3387.078613
	Iteration 14Q: 3 clusters Score -9710768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -9710846.000000 Penalty: 3387.078613
	Iteration 15Q: 3 clusters Score -9710846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -9710891.000000 Penalty: 3387.078613
	Iteration 16Q: 3 clusters Score -9710891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -9710923.000000 Penalty: 3387.078613
	Iteration 17Q: 3 clusters Score -9710923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -9710934.000000 Penalty: 3387.078613
	Iteration 18Q: 3 clusters Score -9710934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -9710940.000000 Penalty: 3387.078613
	Iteration 19Q: 3 clusters Score -9710940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -9710940.000000 Penalty: 3387.078613
	Iteration 20F: 3 clusters Score -9710940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -9710938.000000 Penalty: 3387.078613
	Iteration 21Q: 3 clusters Score -9710938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -9710946.000000 Penalty: 3387.078613
	Iteration 22Q: 3 clusters Score -9710946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -9710946.000000 Penalty: 3387.078613
	Iteration 23F: 3 clusters Score -9710946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Entering Unmasked Estep 
Score: -4073749.000000 Penalty: 1563.679077
	Iteration 0F: 2 clusters Score -4073749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4049922.750000 Penalty: 3127.358154
	Iteration 0F: 3 clusters Score -4049923 nChanged 16684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4059082.250000 Penalty: 3127.358154
	Iteration 1F: 3 clusters Score -4059082 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4059725.500000 Penalty: 3127.358154
	Iteration 2Q: 3 clusters Score -4059726 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -4060400.250000 Penalty: 3127.358154
	Iteration 3Q: 3 clusters Score -4060400 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -4061164.500000 Penalty: 3127.358154
	Iteration 4Q: 3 clusters Score -4061164 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4062237.250000 Penalty: 3127.358154
	Iteration 5F: 3 clusters Score -4062237 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -4063767.250000 Penalty: 3127.358154
	Iteration 6F: 3 clusters Score -4063767 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -4065741.750000 Penalty: 3127.358154
	Iteration 7F: 3 clusters Score -4065742 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -4067919.500000 Penalty: 3127.358154
	Iteration 8F: 3 clusters Score -4067920 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4069768.500000 Penalty: 3127.358154
	Iteration 9F: 3 clusters Score -4069768 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4071078.500000 Penalty: 3127.358154
	Iteration 10Q: 3 clusters Score -4071078 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4071754.750000 Penalty: 3127.358154
	Iteration 11Q: 3 clusters Score -4071755 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4072130.000000 Penalty: 3127.358154
	Iteration 12Q: 3 clusters Score -4072130 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4072307.250000 Penalty: 3127.358154
	Iteration 13Q: 3 clusters Score -4072307 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4072415.750000 Penalty: 3127.358154
	Iteration 14Q: 3 clusters Score -4072416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4072464.500000 Penalty: 3127.358154
	Iteration 15Q: 3 clusters Score -4072464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4072497.000000 Penalty: 3127.358154
	Iteration 16Q: 3 clusters Score -4072497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4072527.000000 Penalty: 3127.358154
	Iteration 17Q: 3 clusters Score -4072527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4072555.000000 Penalty: 3127.358154
	Iteration 18Q: 3 clusters Score -4072555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4072571.500000 Penalty: 3127.358154
	Iteration 19Q: 3 clusters Score -4072572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4072574.500000 Penalty: 3127.358154
	Iteration 20F: 3 clusters Score -4072574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4072575.750000 Penalty: 3127.358154
	Iteration 21Q: 3 clusters Score -4072576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4072576.750000 Penalty: 3127.358154
	Iteration 22Q: 3 clusters Score -4072577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4072583.250000 Penalty: 3127.358154
	Iteration 23Q: 3 clusters Score -4072583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4072590.250000 Penalty: 3127.358154
	Iteration 24Q: 3 clusters Score -4072590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4072590.000000 Penalty: 3127.358154
	Iteration 25Q: 3 clusters Score -4072590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4072590.000000 Penalty: 3127.358154
	Iteration 26F: 3 clusters Score -4072590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -190552.937500 Penalty: 1118.202148
	Iteration 0F: 2 clusters Score -190552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -188796.093750 Penalty: 2236.404297
	Iteration 0F: 3 clusters Score -188796.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -189231.968750 Penalty: 2236.404297
	Iteration 1F: 3 clusters Score -189232 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -189351.781250 Penalty: 2236.404297
	Iteration 2F: 3 clusters Score -189351.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -189418.156250 Penalty: 2236.404297
	Iteration 3Q: 3 clusters Score -189418.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -189450.781250 Penalty: 2236.404297
	Iteration 4Q: 3 clusters Score -189450.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -189471.609375 Penalty: 2236.404297
	Iteration 5Q: 3 clusters Score -189471.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -189489.359375 Penalty: 2236.404297
	Iteration 6Q: 3 clusters Score -189489.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -189507.390625 Penalty: 2236.404297
	Iteration 7Q: 3 clusters Score -189507.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -189519.015625 Penalty: 2236.404297
	Iteration 8Q: 3 clusters Score -189519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -189527.312500 Penalty: 2236.404297
	Iteration 9Q: 3 clusters Score -189527.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -189537.265625 Penalty: 2236.404297
	Iteration 10Q: 3 clusters Score -189537.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -189543.671875 Penalty: 2236.404297
	Iteration 11Q: 3 clusters Score -189543.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -189559.796875 Penalty: 2236.404297
	Iteration 12Q: 3 clusters Score -189559.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -189572.656250 Penalty: 2236.404297
	Iteration 13Q: 3 clusters Score -189572.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -189595.343750 Penalty: 2236.404297
	Iteration 14Q: 3 clusters Score -189595.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -189608.812500 Penalty: 2236.404297
	Iteration 15Q: 3 clusters Score -189608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -189616.140625 Penalty: 2236.404297
	Iteration 16Q: 3 clusters Score -189616.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -189621.781250 Penalty: 2236.404297
	Iteration 17Q: 3 clusters Score -189621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -189630.171875 Penalty: 2236.404297
	Iteration 18Q: 3 clusters Score -189630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -189635.281250 Penalty: 2236.404297
	Iteration 19Q: 3 clusters Score -189635.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -189640.812500 Penalty: 2236.404297
	Iteration 20F: 3 clusters Score -189640.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -189647.609375 Penalty: 2236.404297
	Iteration 21Q: 3 clusters Score -189647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -189655.734375 Penalty: 2236.404297
	Iteration 22Q: 3 clusters Score -189655.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -189663.687500 Penalty: 2236.404297
	Iteration 23Q: 3 clusters Score -189663.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -189671.359375 Penalty: 2236.404297
	Iteration 24Q: 3 clusters Score -189671.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -189682.515625 Penalty: 2236.404297
	Iteration 25Q: 3 clusters Score -189682.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -189689.406250 Penalty: 2236.404297
	Iteration 26Q: 3 clusters Score -189689.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -189698.031250 Penalty: 2236.404297
	Iteration 27Q: 3 clusters Score -189698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -189703.093750 Penalty: 2236.404297
	Iteration 28Q: 3 clusters Score -189703.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -189707.343750 Penalty: 2236.404297
	Iteration 29Q: 3 clusters Score -189707.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -189714.296875 Penalty: 2236.404297
	Iteration 30Q: 3 clusters Score -189714.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -189723.671875 Penalty: 2236.404297
	Iteration 31Q: 3 clusters Score -189723.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -189733.484375 Penalty: 2236.404297
	Iteration 32Q: 3 clusters Score -189733.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -189741.234375 Penalty: 2236.404297
	Iteration 33Q: 3 clusters Score -189741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -189748.765625 Penalty: 2236.404297
	Iteration 34Q: 3 clusters Score -189748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -189760.390625 Penalty: 2236.404297
	Iteration 35Q: 3 clusters Score -189760.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -189771.234375 Penalty: 2236.404297
	Iteration 36Q: 3 clusters Score -189771.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -189778.296875 Penalty: 2236.404297
	Iteration 37Q: 3 clusters Score -189778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -189780.796875 Penalty: 2236.404297
	Iteration 38Q: 3 clusters Score -189780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -189783.031250 Penalty: 2236.404297
	Iteration 39Q: 3 clusters Score -189783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -189786.796875 Penalty: 2236.404297
	Iteration 40F: 3 clusters Score -189786.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -189788.156250 Penalty: 2236.404297
	Iteration 41Q: 3 clusters Score -189788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -189788.718750 Penalty: 2236.404297
	Iteration 42Q: 3 clusters Score -189788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -189788.718750 Penalty: 2236.404297
	Iteration 43F: 3 clusters Score -189788.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (90998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Entering Unmasked Estep 
Score: -10066524.000000 Penalty: 1699.086548
	Iteration 0F: 2 clusters Score -1.006652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -10007069.000000 Penalty: 3398.173096
	Iteration 0F: 3 clusters Score -1.000707e+07 nChanged 42800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -10031746.000000 Penalty: 3398.173096
	Iteration 1F: 3 clusters Score -1.003175e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -10033613.000000 Penalty: 3398.173096
	Iteration 2Q: 3 clusters Score -1.003361e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -10036573.000000 Penalty: 3398.173096
	Iteration 3F: 3 clusters Score -1.003657e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -10041231.000000 Penalty: 3398.173096
	Iteration 4F: 3 clusters Score -1.004123e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -10047045.000000 Penalty: 3398.173096
	Iteration 5F: 3 clusters Score -1.004704e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -10053141.000000 Penalty: 3398.173096
	Iteration 6F: 3 clusters Score -1.005314e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -10058100.000000 Penalty: 3398.173096
	Iteration 7F: 3 clusters Score -1.00581e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -10061478.000000 Penalty: 3398.173096
	Iteration 8Q: 3 clusters Score -1.006148e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -10063323.000000 Penalty: 3398.173096
	Iteration 9Q: 3 clusters Score -1.006332e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10064357.000000 Penalty: 3398.173096
	Iteration 10Q: 3 clusters Score -1.006436e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -10064846.000000 Penalty: 3398.173096
	Iteration 11Q: 3 clusters Score -1.006485e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90017 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10065105.000000 Penalty: 3398.173096
	Iteration 12Q: 3 clusters Score -1.00651e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10065247.000000 Penalty: 3398.173096
	Iteration 13Q: 3 clusters Score -1.006525e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10065319.000000 Penalty: 3398.173096
	Iteration 14Q: 3 clusters Score -1.006532e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10065361.000000 Penalty: 3398.173096
	Iteration 15Q: 3 clusters Score -1.006536e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10065390.000000 Penalty: 3398.173096
	Iteration 16Q: 3 clusters Score -1.006539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10065408.000000 Penalty: 3398.173096
	Iteration 17Q: 3 clusters Score -1.006541e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10065412.000000 Penalty: 3398.173096
	Iteration 18Q: 3 clusters Score -1.006541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10065430.000000 Penalty: 3398.173096
	Iteration 19Q: 3 clusters Score -1.006543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10065454.000000 Penalty: 3398.173096
	Iteration 20F: 3 clusters Score -1.006545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90364 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10065466.000000 Penalty: 3398.173096
	Iteration 21Q: 3 clusters Score -1.006547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90372 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10065482.000000 Penalty: 3398.173096
	Iteration 22Q: 3 clusters Score -1.006548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10065478.000000 Penalty: 3398.173096
	Iteration 23Q: 3 clusters Score -1.006548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10065484.000000 Penalty: 3398.173096
	Iteration 24Q: 3 clusters Score -1.006548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10065493.000000 Penalty: 3398.173096
	Iteration 25Q: 3 clusters Score -1.006549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10065504.000000 Penalty: 3398.173096
	Iteration 26Q: 3 clusters Score -1.00655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90393 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10065501.000000 Penalty: 3398.173096
	Iteration 27Q: 3 clusters Score -1.00655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10065494.000000 Penalty: 3398.173096
	Iteration 28Q: 3 clusters Score -1.006549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10065496.000000 Penalty: 3398.173096
	Iteration 29Q: 3 clusters Score -1.00655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10065505.000000 Penalty: 3398.173096
	Iteration 30Q: 3 clusters Score -1.00655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10065511.000000 Penalty: 3398.173096
	Iteration 31Q: 3 clusters Score -1.006551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10065523.000000 Penalty: 3398.173096
	Iteration 32Q: 3 clusters Score -1.006552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10065523.000000 Penalty: 3398.173096
	Iteration 33Q: 3 clusters Score -1.006552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10065520.000000 Penalty: 3398.173096
	Iteration 34Q: 3 clusters Score -1.006552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10065525.000000 Penalty: 3398.173096
	Iteration 35Q: 3 clusters Score -1.006552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10065525.000000 Penalty: 3398.173096
	Iteration 36F: 3 clusters Score -1.006552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Entering Unmasked Estep 
Score: -551837.562500 Penalty: 1255.661133
	Iteration 0F: 2 clusters Score -551837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -548373.812500 Penalty: 2511.322266
	Iteration 0F: 3 clusters Score -548373.8 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -549366.875000 Penalty: 2511.322266
	Iteration 1F: 3 clusters Score -549366.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -549547.437500 Penalty: 2511.322266
	Iteration 2F: 3 clusters Score -549547.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -549659.687500 Penalty: 2511.322266
	Iteration 3Q: 3 clusters Score -549659.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -549727.000000 Penalty: 2511.322266
	Iteration 4Q: 3 clusters Score -549727 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -549773.750000 Penalty: 2511.322266
	Iteration 5Q: 3 clusters Score -549773.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -549812.812500 Penalty: 2511.322266
	Iteration 6Q: 3 clusters Score -549812.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -549845.187500 Penalty: 2511.322266
	Iteration 7Q: 3 clusters Score -549845.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -549879.187500 Penalty: 2511.322266
	Iteration 8Q: 3 clusters Score -549879.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -549912.375000 Penalty: 2511.322266
	Iteration 9Q: 3 clusters Score -549912.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -549940.750000 Penalty: 2511.322266
	Iteration 10Q: 3 clusters Score -549940.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -549957.875000 Penalty: 2511.322266
	Iteration 11Q: 3 clusters Score -549957.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -549968.000000 Penalty: 2511.322266
	Iteration 12Q: 3 clusters Score -549968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -549976.000000 Penalty: 2511.322266
	Iteration 13Q: 3 clusters Score -549976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -549979.437500 Penalty: 2511.322266
	Iteration 14Q: 3 clusters Score -549979.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -549983.312500 Penalty: 2511.322266
	Iteration 15Q: 3 clusters Score -549983.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -549984.875000 Penalty: 2511.322266
	Iteration 16Q: 3 clusters Score -549984.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -549989.125000 Penalty: 2511.322266
	Iteration 17Q: 3 clusters Score -549989.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -549995.562500 Penalty: 2511.322266
	Iteration 18Q: 3 clusters Score -549995.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -550000.687500 Penalty: 2511.322266
	Iteration 19Q: 3 clusters Score -550000.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -550008.812500 Penalty: 2511.322266
	Iteration 20F: 3 clusters Score -550008.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -550015.187500 Penalty: 2511.322266
	Iteration 21Q: 3 clusters Score -550015.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -550024.000000 Penalty: 2511.322266
	Iteration 22Q: 3 clusters Score -550024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -550028.312500 Penalty: 2511.322266
	Iteration 23Q: 3 clusters Score -550028.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -550035.937500 Penalty: 2511.322266
	Iteration 24Q: 3 clusters Score -550035.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -550040.312500 Penalty: 2511.322266
	Iteration 25Q: 3 clusters Score -550040.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -550047.250000 Penalty: 2511.322266
	Iteration 26Q: 3 clusters Score -550047.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -550051.812500 Penalty: 2511.322266
	Iteration 27Q: 3 clusters Score -550051.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -550053.687500 Penalty: 2511.322266
	Iteration 28Q: 3 clusters Score -550053.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -550055.812500 Penalty: 2511.322266
	Iteration 29Q: 3 clusters Score -550055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -550057.562500 Penalty: 2511.322266
	Iteration 30Q: 3 clusters Score -550057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -550058.062500 Penalty: 2511.322266
	Iteration 31Q: 3 clusters Score -550058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -550058.937500 Penalty: 2511.322266
	Iteration 32Q: 3 clusters Score -550058.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -550059.250000 Penalty: 2511.322266
	Iteration 33Q: 3 clusters Score -550059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -550061.000000 Penalty: 2511.322266
	Iteration 34Q: 3 clusters Score -550061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -550062.812500 Penalty: 2511.322266
	Iteration 35Q: 3 clusters Score -550062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -550063.937500 Penalty: 2511.322266
	Iteration 36Q: 3 clusters Score -550063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -550064.562500 Penalty: 2511.322266
	Iteration 37Q: 3 clusters Score -550064.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -550065.375000 Penalty: 2511.322266
	Iteration 38Q: 3 clusters Score -550065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -550065.875000 Penalty: 2511.322266
	Iteration 39Q: 3 clusters Score -550065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -550067.062500 Penalty: 2511.322266
	Iteration 40F: 3 clusters Score -550067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -550068.375000 Penalty: 2511.322266
	Iteration 41Q: 3 clusters Score -550068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -550068.125000 Penalty: 2511.322266
	Iteration 42Q: 3 clusters Score -550068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -550069.812500 Penalty: 2511.322266
	Iteration 43Q: 3 clusters Score -550069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -550069.187500 Penalty: 2511.322266
	Iteration 44Q: 3 clusters Score -550069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -550068.812500 Penalty: 2511.322266
	Iteration 45Q: 3 clusters Score -550068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -550069.000000 Penalty: 2511.322266
	Iteration 46Q: 3 clusters Score -550069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -550069.000000 Penalty: 2511.322266
	Iteration 47F: 3 clusters Score -550069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Entering Unmasked Estep 
Score: -2252715.250000 Penalty: 1480.430542
	Iteration 0F: 2 clusters Score -2252715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2239082.000000 Penalty: 2960.861084
	Iteration 0F: 3 clusters Score -2239082 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2244028.250000 Penalty: 2960.861084
	Iteration 1F: 3 clusters Score -2244028 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2244555.750000 Penalty: 2960.861084
	Iteration 2F: 3 clusters Score -2244556 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2245041.000000 Penalty: 2960.861084
	Iteration 3F: 3 clusters Score -2245041 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2245531.500000 Penalty: 2960.861084
	Iteration 4Q: 3 clusters Score -2245532 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2245974.250000 Penalty: 2960.861084
	Iteration 5Q: 3 clusters Score -2245974 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2246402.500000 Penalty: 2960.861084
	Iteration 6Q: 3 clusters Score -2246402 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2246785.500000 Penalty: 2960.861084
	Iteration 7Q: 3 clusters Score -2246786 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2247181.000000 Penalty: 2960.861084
	Iteration 8Q: 3 clusters Score -2247181 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2247512.750000 Penalty: 2960.861084
	Iteration 9Q: 3 clusters Score -2247513 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2247774.500000 Penalty: 2960.861084
	Iteration 10Q: 3 clusters Score -2247774 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2247966.500000 Penalty: 2960.861084
	Iteration 11Q: 3 clusters Score -2247966 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2248144.500000 Penalty: 2960.861084
	Iteration 12Q: 3 clusters Score -2248144 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2248314.750000 Penalty: 2960.861084
	Iteration 13Q: 3 clusters Score -2248315 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2248469.500000 Penalty: 2960.861084
	Iteration 14Q: 3 clusters Score -2248470 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2248614.500000 Penalty: 2960.861084
	Iteration 15Q: 3 clusters Score -2248614 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2248770.250000 Penalty: 2960.861084
	Iteration 16Q: 3 clusters Score -2248770 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2248922.500000 Penalty: 2960.861084
	Iteration 17Q: 3 clusters Score -2248922 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2249097.000000 Penalty: 2960.861084
	Iteration 18Q: 3 clusters Score -2249097 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2249251.750000 Penalty: 2960.861084
	Iteration 19Q: 3 clusters Score -2249252 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2249411.000000 Penalty: 2960.861084
	Iteration 20F: 3 clusters Score -2249411 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2249602.250000 Penalty: 2960.861084
	Iteration 21Q: 3 clusters Score -2249602 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2249817.500000 Penalty: 2960.861084
	Iteration 22Q: 3 clusters Score -2249818 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2250013.500000 Penalty: 2960.861084
	Iteration 23Q: 3 clusters Score -2250014 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2250176.250000 Penalty: 2960.861084
	Iteration 24Q: 3 clusters Score -2250176 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2250349.250000 Penalty: 2960.861084
	Iteration 25Q: 3 clusters Score -2250349 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2250522.250000 Penalty: 2960.861084
	Iteration 26Q: 3 clusters Score -2250522 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2250651.250000 Penalty: 2960.861084
	Iteration 27Q: 3 clusters Score -2250651 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2250771.000000 Penalty: 2960.861084
	Iteration 28Q: 3 clusters Score -2250771 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2250871.250000 Penalty: 2960.861084
	Iteration 29Q: 3 clusters Score -2250871 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2250978.500000 Penalty: 2960.861084
	Iteration 30Q: 3 clusters Score -2250978 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2251077.250000 Penalty: 2960.861084
	Iteration 31Q: 3 clusters Score -2251077 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2251166.000000 Penalty: 2960.861084
	Iteration 32Q: 3 clusters Score -2251166 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2251248.000000 Penalty: 2960.861084
	Iteration 33Q: 3 clusters Score -2251248 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2251298.500000 Penalty: 2960.861084
	Iteration 34Q: 3 clusters Score -2251298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2251356.750000 Penalty: 2960.861084
	Iteration 35Q: 3 clusters Score -2251357 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2251399.750000 Penalty: 2960.861084
	Iteration 36Q: 3 clusters Score -2251400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2251439.000000 Penalty: 2960.861084
	Iteration 37Q: 3 clusters Score -2251439 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2251490.250000 Penalty: 2960.861084
	Iteration 38Q: 3 clusters Score -2251490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2251514.500000 Penalty: 2960.861084
	Iteration 39Q: 3 clusters Score -2251514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2251540.500000 Penalty: 2960.861084
	Iteration 40F: 3 clusters Score -2251540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2251549.500000 Penalty: 2960.861084
	Iteration 41Q: 3 clusters Score -2251550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2251559.000000 Penalty: 2960.861084
	Iteration 42Q: 3 clusters Score -2251559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2251567.250000 Penalty: 2960.861084
	Iteration 43Q: 3 clusters Score -2251567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2251569.250000 Penalty: 2960.861084
	Iteration 44Q: 3 clusters Score -2251569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2251573.750000 Penalty: 2960.861084
	Iteration 45Q: 3 clusters Score -2251574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2251576.750000 Penalty: 2960.861084
	Iteration 46Q: 3 clusters Score -2251577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2251577.250000 Penalty: 2960.861084
	Iteration 47Q: 3 clusters Score -2251577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2251577.500000 Penalty: 2960.861084
	Iteration 48Q: 3 clusters Score -2251578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2251577.500000 Penalty: 2960.861084
	Iteration 49F: 3 clusters Score -2251578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Entering Unmasked Estep 
Score: -4229175.000000 Penalty: 1568.931274
	Iteration 0F: 2 clusters Score -4229175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -4204263.500000 Penalty: 3137.862549
	Iteration 0F: 3 clusters Score -4204264 nChanged 17395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4213753.000000 Penalty: 3137.862549
	Iteration 1F: 3 clusters Score -4213753 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4214348.500000 Penalty: 3137.862549
	Iteration 2Q: 3 clusters Score -4214348 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4214921.000000 Penalty: 3137.862549
	Iteration 3Q: 3 clusters Score -4214921 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -4215556.000000 Penalty: 3137.862549
	Iteration 4Q: 3 clusters Score -4215556 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4216465.000000 Penalty: 3137.862549
	Iteration 5Q: 3 clusters Score -4216465 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -4217758.000000 Penalty: 3137.862549
	Iteration 6F: 3 clusters Score -4217758 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -4219692.500000 Penalty: 3137.862549
	Iteration 7F: 3 clusters Score -4219692 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -4222144.500000 Penalty: 3137.862549
	Iteration 8F: 3 clusters Score -4222144 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4224582.000000 Penalty: 3137.862549
	Iteration 9F: 3 clusters Score -4224582 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4226202.500000 Penalty: 3137.862549
	Iteration 10Q: 3 clusters Score -4226202 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -4227069.500000 Penalty: 3137.862549
	Iteration 11Q: 3 clusters Score -4227070 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -4227452.500000 Penalty: 3137.862549
	Iteration 12Q: 3 clusters Score -4227452 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -4227608.000000 Penalty: 3137.862549
	Iteration 13Q: 3 clusters Score -4227608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4227735.000000 Penalty: 3137.862549
	Iteration 14Q: 3 clusters Score -4227735 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4227809.500000 Penalty: 3137.862549
	Iteration 15Q: 3 clusters Score -4227810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -4227848.500000 Penalty: 3137.862549
	Iteration 16Q: 3 clusters Score -4227848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -4227872.000000 Penalty: 3137.862549
	Iteration 17Q: 3 clusters Score -4227872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -4227881.500000 Penalty: 3137.862549
	Iteration 18Q: 3 clusters Score -4227882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -4227895.500000 Penalty: 3137.862549
	Iteration 19Q: 3 clusters Score -4227896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -4227911.000000 Penalty: 3137.862549
	Iteration 20F: 3 clusters Score -4227911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4227925.500000 Penalty: 3137.862549
	Iteration 21Q: 3 clusters Score -4227926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4227927.500000 Penalty: 3137.862549
	Iteration 22Q: 3 clusters Score -4227928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4227936.500000 Penalty: 3137.862549
	Iteration 23Q: 3 clusters Score -4227936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4227933.500000 Penalty: 3137.862549
	Iteration 24Q: 3 clusters Score -4227934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4227943.000000 Penalty: 3137.862549
	Iteration 25Q: 3 clusters Score -4227943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4227943.000000 Penalty: 3137.862549
	Iteration 26F: 3 clusters Score -4227943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Entering Unmasked Estep 
Score: -2383373.250000 Penalty: 1498.059326
	Iteration 0F: 2 clusters Score -2383373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2367914.750000 Penalty: 2996.118652
	Iteration 0F: 3 clusters Score -2367915 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2373673.750000 Penalty: 2996.118652
	Iteration 1F: 3 clusters Score -2373674 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2374120.750000 Penalty: 2996.118652
	Iteration 2F: 3 clusters Score -2374121 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2374518.000000 Penalty: 2996.118652
	Iteration 3Q: 3 clusters Score -2374518 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2374885.000000 Penalty: 2996.118652
	Iteration 4Q: 3 clusters Score -2374885 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2375263.250000 Penalty: 2996.118652
	Iteration 5Q: 3 clusters Score -2375263 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2375658.750000 Penalty: 2996.118652
	Iteration 6Q: 3 clusters Score -2375659 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2376044.750000 Penalty: 2996.118652
	Iteration 7Q: 3 clusters Score -2376045 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2376552.000000 Penalty: 2996.118652
	Iteration 8Q: 3 clusters Score -2376552 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2377222.250000 Penalty: 2996.118652
	Iteration 9Q: 3 clusters Score -2377222 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2378081.750000 Penalty: 2996.118652
	Iteration 10F: 3 clusters Score -2378082 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2379091.500000 Penalty: 2996.118652
	Iteration 11F: 3 clusters Score -2379092 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2380137.250000 Penalty: 2996.118652
	Iteration 12F: 3 clusters Score -2380137 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2381012.500000 Penalty: 2996.118652
	Iteration 13Q: 3 clusters Score -2381012 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2381690.000000 Penalty: 2996.118652
	Iteration 14Q: 3 clusters Score -2381690 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2382069.500000 Penalty: 2996.118652
	Iteration 15Q: 3 clusters Score -2382070 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2382326.500000 Penalty: 2996.118652
	Iteration 16Q: 3 clusters Score -2382326 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2382489.250000 Penalty: 2996.118652
	Iteration 17Q: 3 clusters Score -2382489 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2382550.750000 Penalty: 2996.118652
	Iteration 18Q: 3 clusters Score -2382551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2382595.500000 Penalty: 2996.118652
	Iteration 19Q: 3 clusters Score -2382596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2382619.500000 Penalty: 2996.118652
	Iteration 20F: 3 clusters Score -2382620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2382638.000000 Penalty: 2996.118652
	Iteration 21Q: 3 clusters Score -2382638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2382649.500000 Penalty: 2996.118652
	Iteration 22Q: 3 clusters Score -2382650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2382657.750000 Penalty: 2996.118652
	Iteration 23Q: 3 clusters Score -2382658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2382661.500000 Penalty: 2996.118652
	Iteration 24Q: 3 clusters Score -2382662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2382668.250000 Penalty: 2996.118652
	Iteration 25Q: 3 clusters Score -2382668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2382670.750000 Penalty: 2996.118652
	Iteration 26Q: 3 clusters Score -2382671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2382675.250000 Penalty: 2996.118652
	Iteration 27Q: 3 clusters Score -2382675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2382675.750000 Penalty: 2996.118652
	Iteration 28Q: 3 clusters Score -2382676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2382676.250000 Penalty: 2996.118652
	Iteration 29Q: 3 clusters Score -2382676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2382676.250000 Penalty: 2996.118652
	Iteration 30F: 3 clusters Score -2382676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -182911.062500 Penalty: 1089.687866
	Iteration 0F: 2 clusters Score -182911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -181307.718750 Penalty: 2179.375732
	Iteration 0F: 3 clusters Score -181307.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -181678.515625 Penalty: 2179.375732
	Iteration 1F: 3 clusters Score -181678.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -181806.703125 Penalty: 2179.375732
	Iteration 2F: 3 clusters Score -181806.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181852.484375 Penalty: 2179.375732
	Iteration 3Q: 3 clusters Score -181852.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -181879.781250 Penalty: 2179.375732
	Iteration 4Q: 3 clusters Score -181879.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -181895.015625 Penalty: 2179.375732
	Iteration 5Q: 3 clusters Score -181895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -181904.046875 Penalty: 2179.375732
	Iteration 6Q: 3 clusters Score -181904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -181914.062500 Penalty: 2179.375732
	Iteration 7Q: 3 clusters Score -181914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -181921.453125 Penalty: 2179.375732
	Iteration 8Q: 3 clusters Score -181921.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -181925.312500 Penalty: 2179.375732
	Iteration 9Q: 3 clusters Score -181925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -181926.875000 Penalty: 2179.375732
	Iteration 10Q: 3 clusters Score -181926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -181926.875000 Penalty: 2179.375732
	Iteration 11F: 3 clusters Score -181926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Entering Unmasked Estep 
Score: -3024614.000000 Penalty: 1524.781006
	Iteration 0F: 2 clusters Score -3024614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3006079.000000 Penalty: 3049.562012
	Iteration 0F: 3 clusters Score -3006079 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3013134.000000 Penalty: 3049.562012
	Iteration 1F: 3 clusters Score -3013134 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3013778.000000 Penalty: 3049.562012
	Iteration 2F: 3 clusters Score -3013778 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3014344.500000 Penalty: 3049.562012
	Iteration 3F: 3 clusters Score -3014344 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3014898.750000 Penalty: 3049.562012
	Iteration 4Q: 3 clusters Score -3014899 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3015475.000000 Penalty: 3049.562012
	Iteration 5Q: 3 clusters Score -3015475 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3016196.250000 Penalty: 3049.562012
	Iteration 6Q: 3 clusters Score -3016196 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3017044.250000 Penalty: 3049.562012
	Iteration 7F: 3 clusters Score -3017044 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3018005.250000 Penalty: 3049.562012
	Iteration 8F: 3 clusters Score -3018005 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3019032.000000 Penalty: 3049.562012
	Iteration 9F: 3 clusters Score -3019032 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3019967.750000 Penalty: 3049.562012
	Iteration 10Q: 3 clusters Score -3019968 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3020712.250000 Penalty: 3049.562012
	Iteration 11Q: 3 clusters Score -3020712 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3021345.500000 Penalty: 3049.562012
	Iteration 12Q: 3 clusters Score -3021346 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3021825.500000 Penalty: 3049.562012
	Iteration 13Q: 3 clusters Score -3021826 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3022166.250000 Penalty: 3049.562012
	Iteration 14Q: 3 clusters Score -3022166 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3022434.000000 Penalty: 3049.562012
	Iteration 15Q: 3 clusters Score -3022434 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3022644.750000 Penalty: 3049.562012
	Iteration 16Q: 3 clusters Score -3022645 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -3022784.750000 Penalty: 3049.562012
	Iteration 17Q: 3 clusters Score -3022785 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3022925.000000 Penalty: 3049.562012
	Iteration 18Q: 3 clusters Score -3022925 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3023026.250000 Penalty: 3049.562012
	Iteration 19Q: 3 clusters Score -3023026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3023094.500000 Penalty: 3049.562012
	Iteration 20F: 3 clusters Score -3023094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3023146.000000 Penalty: 3049.562012
	Iteration 21Q: 3 clusters Score -3023146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3023189.500000 Penalty: 3049.562012
	Iteration 22Q: 3 clusters Score -3023190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3023224.500000 Penalty: 3049.562012
	Iteration 23Q: 3 clusters Score -3023224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3023241.250000 Penalty: 3049.562012
	Iteration 24Q: 3 clusters Score -3023241 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3023263.500000 Penalty: 3049.562012
	Iteration 25Q: 3 clusters Score -3023264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -3023287.250000 Penalty: 3049.562012
	Iteration 26Q: 3 clusters Score -3023287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3023322.500000 Penalty: 3049.562012
	Iteration 27Q: 3 clusters Score -3023322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3023330.000000 Penalty: 3049.562012
	Iteration 28Q: 3 clusters Score -3023330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3023338.250000 Penalty: 3049.562012
	Iteration 29Q: 3 clusters Score -3023338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3023348.250000 Penalty: 3049.562012
	Iteration 30Q: 3 clusters Score -3023348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3023358.250000 Penalty: 3049.562012
	Iteration 31Q: 3 clusters Score -3023358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3023360.000000 Penalty: 3049.562012
	Iteration 32Q: 3 clusters Score -3023360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3023360.000000 Penalty: 3049.562012
	Iteration 33Q: 3 clusters Score -3023360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3023359.750000 Penalty: 3049.562012
	Iteration 34Q: 3 clusters Score -3023360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3023364.250000 Penalty: 3049.562012
	Iteration 35Q: 3 clusters Score -3023364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3023365.250000 Penalty: 3049.562012
	Iteration 36Q: 3 clusters Score -3023365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3023367.000000 Penalty: 3049.562012
	Iteration 37Q: 3 clusters Score -3023367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3023374.750000 Penalty: 3049.562012
	Iteration 38Q: 3 clusters Score -3023375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3023376.750000 Penalty: 3049.562012
	Iteration 39Q: 3 clusters Score -3023377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3023378.000000 Penalty: 3049.562012
	Iteration 40F: 3 clusters Score -3023378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3023379.250000 Penalty: 3049.562012
	Iteration 41Q: 3 clusters Score -3023379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3023381.500000 Penalty: 3049.562012
	Iteration 42Q: 3 clusters Score -3023382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3023386.000000 Penalty: 3049.562012
	Iteration 43Q: 3 clusters Score -3023386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3023382.250000 Penalty: 3049.562012
	Iteration 44Q: 3 clusters Score -3023382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3023382.000000 Penalty: 3049.562012
	Iteration 45Q: 3 clusters Score -3023382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3023383.250000 Penalty: 3049.562012
	Iteration 46Q: 3 clusters Score -3023383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3023384.000000 Penalty: 3049.562012
	Iteration 47Q: 3 clusters Score -3023384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3023386.250000 Penalty: 3049.562012
	Iteration 48Q: 3 clusters Score -3023386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3023386.500000 Penalty: 3049.562012
	Iteration 49Q: 3 clusters Score -3023386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -3023386.500000 Penalty: 3049.562012
	Iteration 50F: 3 clusters Score -3023386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Entering Unmasked Estep 
Score: -3157634.000000 Penalty: 1525.538818
	Iteration 0F: 2 clusters Score -3157634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3139085.750000 Penalty: 3051.077637
	Iteration 0F: 3 clusters Score -3139086 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -3145902.000000 Penalty: 3051.077637
	Iteration 1F: 3 clusters Score -3145902 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3146358.250000 Penalty: 3051.077637
	Iteration 2Q: 3 clusters Score -3146358 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3146839.250000 Penalty: 3051.077637
	Iteration 3Q: 3 clusters Score -3146839 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3147347.750000 Penalty: 3051.077637
	Iteration 4Q: 3 clusters Score -3147348 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3147891.000000 Penalty: 3051.077637
	Iteration 5Q: 3 clusters Score -3147891 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3148563.750000 Penalty: 3051.077637
	Iteration 6Q: 3 clusters Score -3148564 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3149354.000000 Penalty: 3051.077637
	Iteration 7F: 3 clusters Score -3149354 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3150270.750000 Penalty: 3051.077637
	Iteration 8F: 3 clusters Score -3150271 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3151228.500000 Penalty: 3051.077637
	Iteration 9F: 3 clusters Score -3151228 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3152260.250000 Penalty: 3051.077637
	Iteration 10F: 3 clusters Score -3152260 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3153269.000000 Penalty: 3051.077637
	Iteration 11Q: 3 clusters Score -3153269 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3154196.250000 Penalty: 3051.077637
	Iteration 12Q: 3 clusters Score -3154196 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3154930.250000 Penalty: 3051.077637
	Iteration 13Q: 3 clusters Score -3154930 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3155473.250000 Penalty: 3051.077637
	Iteration 14Q: 3 clusters Score -3155473 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3155792.750000 Penalty: 3051.077637
	Iteration 15Q: 3 clusters Score -3155793 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3156007.750000 Penalty: 3051.077637
	Iteration 16Q: 3 clusters Score -3156008 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3156142.750000 Penalty: 3051.077637
	Iteration 17Q: 3 clusters Score -3156143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3156239.000000 Penalty: 3051.077637
	Iteration 18Q: 3 clusters Score -3156239 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3156307.500000 Penalty: 3051.077637
	Iteration 19Q: 3 clusters Score -3156308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3156357.250000 Penalty: 3051.077637
	Iteration 20F: 3 clusters Score -3156357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3156384.250000 Penalty: 3051.077637
	Iteration 21Q: 3 clusters Score -3156384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3156408.000000 Penalty: 3051.077637
	Iteration 22Q: 3 clusters Score -3156408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3156426.750000 Penalty: 3051.077637
	Iteration 23Q: 3 clusters Score -3156427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3156440.500000 Penalty: 3051.077637
	Iteration 24Q: 3 clusters Score -3156440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3156448.500000 Penalty: 3051.077637
	Iteration 25Q: 3 clusters Score -3156448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3156454.250000 Penalty: 3051.077637
	Iteration 26Q: 3 clusters Score -3156454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3156457.000000 Penalty: 3051.077637
	Iteration 27Q: 3 clusters Score -3156457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3156463.750000 Penalty: 3051.077637
	Iteration 28Q: 3 clusters Score -3156464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3156467.500000 Penalty: 3051.077637
	Iteration 29Q: 3 clusters Score -3156468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3156468.000000 Penalty: 3051.077637
	Iteration 30Q: 3 clusters Score -3156468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3156468.000000 Penalty: 3051.077637
	Iteration 31F: 3 clusters Score -3156468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 48883 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4219 members 
Mstep: Class 17 contains 87668 members 
Mstep: Class 18 contains 36629 members 
Mstep: Class 19 contains 1835 members 
Mstep: Class 20 contains 90998 members 
Mstep: Class 21 contains 4622 members 
Mstep: Class 22 contains 20934 members 
Mstep: Class 24 contains 37945 members 
Mstep: Class 25 contains 23567 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28203 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749240.000000 Penalty: 54267.949219
Iteration 159Q: 28 clusters Score -7.874924e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 48883 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 87668 members 
Mstep: Class 18 contains 36629 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91003 members 
Mstep: Class 21 contains 4633 members 
Mstep: Class 22 contains 20928 members 
Mstep: Class 24 contains 37944 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28200 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749184.000000 Penalty: 54267.949219
Iteration 160F: 28 clusters Score -7.874918e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17956 members 
Mstep: Class 5 contains 48882 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4209 members 
Mstep: Class 17 contains 87668 members 
Mstep: Class 18 contains 36628 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91007 members 
Mstep: Class 21 contains 4658 members 
Mstep: Class 22 contains 20911 members 
Mstep: Class 24 contains 37942 members 
Mstep: Class 25 contains 23565 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28197 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749224.000000 Penalty: 54267.949219
Iteration 161Q: 28 clusters Score -7.874922e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48877 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 87668 members 
Mstep: Class 18 contains 36627 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91016 members 
Mstep: Class 21 contains 4674 members 
Mstep: Class 22 contains 20899 members 
Mstep: Class 24 contains 37938 members 
Mstep: Class 25 contains 23564 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28196 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749256.000000 Penalty: 54267.949219
Iteration 162Q: 28 clusters Score -7.874926e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48878 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64647 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36626 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91035 members 
Mstep: Class 21 contains 4675 members 
Mstep: Class 22 contains 20887 members 
Mstep: Class 24 contains 37936 members 
Mstep: Class 25 contains 23562 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28191 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749240.000000 Penalty: 54267.949219
Iteration 163Q: 28 clusters Score -7.874924e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48881 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64646 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36626 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91047 members 
Mstep: Class 21 contains 4672 members 
Mstep: Class 22 contains 20878 members 
Mstep: Class 24 contains 37937 members 
Mstep: Class 25 contains 23563 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28188 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749176.000000 Penalty: 54267.949219
Iteration 164Q: 28 clusters Score -7.874918e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48874 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64645 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4204 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36626 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91063 members 
Mstep: Class 21 contains 4673 members 
Mstep: Class 22 contains 20873 members 
Mstep: Class 24 contains 37934 members 
Mstep: Class 25 contains 23563 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28188 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749224.000000 Penalty: 54267.949219
Iteration 165Q: 28 clusters Score -7.874922e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48869 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64645 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36626 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91074 members 
Mstep: Class 21 contains 4674 members 
Mstep: Class 22 contains 20867 members 
Mstep: Class 24 contains 37933 members 
Mstep: Class 25 contains 23563 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28189 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749224.000000 Penalty: 54267.949219
Iteration 166Q: 28 clusters Score -7.874922e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48857 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64645 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36625 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91083 members 
Mstep: Class 21 contains 4682 members 
Mstep: Class 22 contains 20862 members 
Mstep: Class 24 contains 37933 members 
Mstep: Class 25 contains 23564 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28189 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749288.000000 Penalty: 54267.949219
Iteration 167Q: 28 clusters Score -7.874929e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48846 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64645 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36623 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91100 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 20856 members 
Mstep: Class 24 contains 37933 members 
Mstep: Class 25 contains 23566 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28188 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749216.000000 Penalty: 54267.949219
Iteration 168Q: 28 clusters Score -7.874922e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48832 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64645 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36622 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91101 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 20849 members 
Mstep: Class 24 contains 37932 members 
Mstep: Class 25 contains 23567 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28189 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749184.000000 Penalty: 54267.949219
Iteration 169Q: 28 clusters Score -7.874918e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48814 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64645 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36622 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91107 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 20845 members 
Mstep: Class 24 contains 37932 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28188 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749160.000000 Penalty: 54267.949219
Iteration 170Q: 28 clusters Score -7.874916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48801 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64645 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36622 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91121 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 20841 members 
Mstep: Class 24 contains 37932 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28188 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749160.000000 Penalty: 54267.949219
Iteration 171Q: 28 clusters Score -7.874916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48796 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36622 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91133 members 
Mstep: Class 21 contains 4721 members 
Mstep: Class 22 contains 20837 members 
Mstep: Class 24 contains 37932 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28188 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749152.000000 Penalty: 54267.949219
Iteration 172Q: 28 clusters Score -7.874915e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48794 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36622 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91136 members 
Mstep: Class 21 contains 4729 members 
Mstep: Class 22 contains 20829 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28188 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749168.000000 Penalty: 54267.949219
Iteration 173Q: 28 clusters Score -7.874917e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48791 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36622 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91146 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 20828 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28189 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749184.000000 Penalty: 54267.949219
Iteration 174Q: 28 clusters Score -7.874918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48786 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4202 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36622 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91159 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 20827 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28188 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749184.000000 Penalty: 54267.949219
Iteration 175Q: 28 clusters Score -7.874918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48782 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36621 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91169 members 
Mstep: Class 21 contains 4715 members 
Mstep: Class 22 contains 20824 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23568 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28187 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749176.000000 Penalty: 54267.949219
Iteration 176Q: 28 clusters Score -7.874918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48771 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91182 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 20823 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28187 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749208.000000 Penalty: 54267.949219
Iteration 177Q: 28 clusters Score -7.874921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48766 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91189 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 20818 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28187 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749224.000000 Penalty: 54267.949219
Iteration 178Q: 28 clusters Score -7.874922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48757 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91195 members 
Mstep: Class 21 contains 4720 members 
Mstep: Class 22 contains 20817 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28187 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749208.000000 Penalty: 54267.949219
Iteration 179Q: 28 clusters Score -7.874921e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48753 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91205 members 
Mstep: Class 21 contains 4717 members 
Mstep: Class 22 contains 20814 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28187 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749176.000000 Penalty: 54267.949219
Iteration 180F: 28 clusters Score -7.874918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48745 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4204 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91217 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 20811 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23571 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28187 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749200.000000 Penalty: 54267.949219
Iteration 181Q: 28 clusters Score -7.87492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48744 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91221 members 
Mstep: Class 21 contains 4716 members 
Mstep: Class 22 contains 20808 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28187 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749240.000000 Penalty: 54267.949219
Iteration 182Q: 28 clusters Score -7.874924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48743 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4202 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91224 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 20804 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28187 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749264.000000 Penalty: 54267.949219
Iteration 183Q: 28 clusters Score -7.874926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48739 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91230 members 
Mstep: Class 21 contains 4723 members 
Mstep: Class 22 contains 20801 members 
Mstep: Class 24 contains 37931 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28185 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749200.000000 Penalty: 54267.949219
Iteration 184Q: 28 clusters Score -7.87492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48733 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85801 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91237 members 
Mstep: Class 21 contains 4728 members 
Mstep: Class 22 contains 20797 members 
Mstep: Class 24 contains 37930 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28185 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749208.000000 Penalty: 54267.949219
Iteration 185Q: 28 clusters Score -7.874921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48729 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 87669 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91241 members 
Mstep: Class 21 contains 4728 members 
Mstep: Class 22 contains 20795 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28187 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749208.000000 Penalty: 54267.949219
Iteration 186Q: 28 clusters Score -7.874921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48724 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91247 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20795 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28186 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749200.000000 Penalty: 54267.949219
Iteration 187Q: 28 clusters Score -7.87492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48724 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91250 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20792 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28186 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749232.000000 Penalty: 54267.949219
Iteration 188Q: 28 clusters Score -7.874923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48721 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91253 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20792 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23570 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28186 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749224.000000 Penalty: 54267.949219
Iteration 189Q: 28 clusters Score -7.874922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48718 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91257 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20792 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28186 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749200.000000 Penalty: 54267.949219
Iteration 190Q: 28 clusters Score -7.87492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48716 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91260 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20792 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28186 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749240.000000 Penalty: 54267.949219
Iteration 191Q: 28 clusters Score -7.874924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48718 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91260 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20792 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28185 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749256.000000 Penalty: 54267.949219
Iteration 192Q: 28 clusters Score -7.874926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48719 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91260 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20791 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28184 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749248.000000 Penalty: 54267.949219
Iteration 193Q: 28 clusters Score -7.874925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48720 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91260 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20790 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749248.000000 Penalty: 54267.949219
Iteration 194Q: 28 clusters Score -7.874925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48718 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91262 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20790 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749264.000000 Penalty: 54267.949219
Iteration 195Q: 28 clusters Score -7.874926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48719 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91262 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20789 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749280.000000 Penalty: 54267.949219
Iteration 196Q: 28 clusters Score -7.874928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48723 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91262 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20786 members 
Mstep: Class 24 contains 37929 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28182 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749232.000000 Penalty: 54267.949219
Iteration 197Q: 28 clusters Score -7.874923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48727 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91262 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20783 members 
Mstep: Class 24 contains 37928 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749232.000000 Penalty: 54267.949219
Iteration 198Q: 28 clusters Score -7.874923e+07 nChanged 2
Entering ConstructFrom: 
Score: -78749232.000000 Penalty: 54267.949219
Entering ConstructFrom: 
Trying to split cluster 1 (14988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Entering Unmasked Estep 
Score: -1676529.875000 Penalty: 1430.712891
	Iteration 0F: 2 clusters Score -1676530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1666629.000000 Penalty: 2861.425781
	Iteration 0F: 3 clusters Score -1666629 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1670059.750000 Penalty: 2861.425781
	Iteration 1F: 3 clusters Score -1670060 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1670456.000000 Penalty: 2861.425781
	Iteration 2F: 3 clusters Score -1670456 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1670768.625000 Penalty: 2861.425781
	Iteration 3F: 3 clusters Score -1670769 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1671056.250000 Penalty: 2861.425781
	Iteration 4Q: 3 clusters Score -1671056 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1671360.500000 Penalty: 2861.425781
	Iteration 5Q: 3 clusters Score -1671360 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1671684.875000 Penalty: 2861.425781
	Iteration 6Q: 3 clusters Score -1671685 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1672043.250000 Penalty: 2861.425781
	Iteration 7Q: 3 clusters Score -1672043 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1672444.625000 Penalty: 2861.425781
	Iteration 8Q: 3 clusters Score -1672445 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1672928.750000 Penalty: 2861.425781
	Iteration 9Q: 3 clusters Score -1672929 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1673432.500000 Penalty: 2861.425781
	Iteration 10Q: 3 clusters Score -1673432 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1673928.125000 Penalty: 2861.425781
	Iteration 11Q: 3 clusters Score -1673928 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1674331.750000 Penalty: 2861.425781
	Iteration 12Q: 3 clusters Score -1674332 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1674660.375000 Penalty: 2861.425781
	Iteration 13Q: 3 clusters Score -1674660 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1674880.000000 Penalty: 2861.425781
	Iteration 14Q: 3 clusters Score -1674880 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1675018.625000 Penalty: 2861.425781
	Iteration 15Q: 3 clusters Score -1675019 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1675120.375000 Penalty: 2861.425781
	Iteration 16Q: 3 clusters Score -1675120 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1675198.000000 Penalty: 2861.425781
	Iteration 17Q: 3 clusters Score -1675198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1675258.875000 Penalty: 2861.425781
	Iteration 18Q: 3 clusters Score -1675259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1675308.750000 Penalty: 2861.425781
	Iteration 19Q: 3 clusters Score -1675309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1675343.625000 Penalty: 2861.425781
	Iteration 20F: 3 clusters Score -1675344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1675375.125000 Penalty: 2861.425781
	Iteration 21Q: 3 clusters Score -1675375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1675397.500000 Penalty: 2861.425781
	Iteration 22Q: 3 clusters Score -1675398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1675414.375000 Penalty: 2861.425781
	Iteration 23Q: 3 clusters Score -1675414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1675435.875000 Penalty: 2861.425781
	Iteration 24Q: 3 clusters Score -1675436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1675448.500000 Penalty: 2861.425781
	Iteration 25Q: 3 clusters Score -1675448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1675453.875000 Penalty: 2861.425781
	Iteration 26Q: 3 clusters Score -1675454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1675451.875000 Penalty: 2861.425781
	Iteration 27Q: 3 clusters Score -1675452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1675457.000000 Penalty: 2861.425781
	Iteration 28Q: 3 clusters Score -1675457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1675458.875000 Penalty: 2861.425781
	Iteration 29Q: 3 clusters Score -1675459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1675461.875000 Penalty: 2861.425781
	Iteration 30Q: 3 clusters Score -1675462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1675463.125000 Penalty: 2861.425781
	Iteration 31Q: 3 clusters Score -1675463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1675466.750000 Penalty: 2861.425781
	Iteration 32Q: 3 clusters Score -1675467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1675474.750000 Penalty: 2861.425781
	Iteration 33Q: 3 clusters Score -1675475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1675476.750000 Penalty: 2861.425781
	Iteration 34Q: 3 clusters Score -1675477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1675479.750000 Penalty: 2861.425781
	Iteration 35Q: 3 clusters Score -1675480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1675480.375000 Penalty: 2861.425781
	Iteration 36Q: 3 clusters Score -1675480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1675486.000000 Penalty: 2861.425781
	Iteration 37Q: 3 clusters Score -1675486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1675486.000000 Penalty: 2861.425781
	Iteration 38F: 3 clusters Score -1675486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Entering Unmasked Estep 
Score: -3129247.500000 Penalty: 1523.386841
	Iteration 0F: 2 clusters Score -3129248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3111047.250000 Penalty: 3046.773682
	Iteration 0F: 3 clusters Score -3111047 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3118160.750000 Penalty: 3046.773682
	Iteration 1F: 3 clusters Score -3118161 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3118782.000000 Penalty: 3046.773682
	Iteration 2F: 3 clusters Score -3118782 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3119409.500000 Penalty: 3046.773682
	Iteration 3F: 3 clusters Score -3119410 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3120092.500000 Penalty: 3046.773682
	Iteration 4Q: 3 clusters Score -3120092 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3120895.250000 Penalty: 3046.773682
	Iteration 5Q: 3 clusters Score -3120895 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3121957.250000 Penalty: 3046.773682
	Iteration 6F: 3 clusters Score -3121957 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3123193.250000 Penalty: 3046.773682
	Iteration 7F: 3 clusters Score -3123193 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3124528.250000 Penalty: 3046.773682
	Iteration 8F: 3 clusters Score -3124528 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3125705.250000 Penalty: 3046.773682
	Iteration 9Q: 3 clusters Score -3125705 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3126621.250000 Penalty: 3046.773682
	Iteration 10Q: 3 clusters Score -3126621 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3127173.250000 Penalty: 3046.773682
	Iteration 11Q: 3 clusters Score -3127173 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3127520.250000 Penalty: 3046.773682
	Iteration 12Q: 3 clusters Score -3127520 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3127722.000000 Penalty: 3046.773682
	Iteration 13Q: 3 clusters Score -3127722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3127871.250000 Penalty: 3046.773682
	Iteration 14Q: 3 clusters Score -3127871 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3127971.250000 Penalty: 3046.773682
	Iteration 15Q: 3 clusters Score -3127971 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3128043.000000 Penalty: 3046.773682
	Iteration 16Q: 3 clusters Score -3128043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3128076.250000 Penalty: 3046.773682
	Iteration 17Q: 3 clusters Score -3128076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3128104.500000 Penalty: 3046.773682
	Iteration 18Q: 3 clusters Score -3128104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3128124.500000 Penalty: 3046.773682
	Iteration 19Q: 3 clusters Score -3128124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3128151.750000 Penalty: 3046.773682
	Iteration 20F: 3 clusters Score -3128152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3128173.000000 Penalty: 3046.773682
	Iteration 21Q: 3 clusters Score -3128173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3128194.250000 Penalty: 3046.773682
	Iteration 22Q: 3 clusters Score -3128194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3128198.500000 Penalty: 3046.773682
	Iteration 23Q: 3 clusters Score -3128198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3128197.250000 Penalty: 3046.773682
	Iteration 24Q: 3 clusters Score -3128197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3128201.750000 Penalty: 3046.773682
	Iteration 25Q: 3 clusters Score -3128202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3128200.750000 Penalty: 3046.773682
	Iteration 26Q: 3 clusters Score -3128201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3128201.250000 Penalty: 3046.773682
	Iteration 27Q: 3 clusters Score -3128201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3128201.250000 Penalty: 3046.773682
	Iteration 28F: 3 clusters Score -3128201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -270572.812500 Penalty: 1166.638550
	Iteration 0F: 2 clusters Score -270572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -268383.718750 Penalty: 2333.277100
	Iteration 0F: 3 clusters Score -268383.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -268994.281250 Penalty: 2333.277100
	Iteration 1F: 3 clusters Score -268994.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -269114.281250 Penalty: 2333.277100
	Iteration 2F: 3 clusters Score -269114.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -269178.562500 Penalty: 2333.277100
	Iteration 3Q: 3 clusters Score -269178.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -269225.906250 Penalty: 2333.277100
	Iteration 4Q: 3 clusters Score -269225.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -269258.500000 Penalty: 2333.277100
	Iteration 5Q: 3 clusters Score -269258.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -269286.656250 Penalty: 2333.277100
	Iteration 6Q: 3 clusters Score -269286.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -269302.875000 Penalty: 2333.277100
	Iteration 7Q: 3 clusters Score -269302.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -269313.468750 Penalty: 2333.277100
	Iteration 8Q: 3 clusters Score -269313.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -269323.687500 Penalty: 2333.277100
	Iteration 9Q: 3 clusters Score -269323.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -269329.906250 Penalty: 2333.277100
	Iteration 10Q: 3 clusters Score -269329.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -269335.468750 Penalty: 2333.277100
	Iteration 11Q: 3 clusters Score -269335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -269338.093750 Penalty: 2333.277100
	Iteration 12Q: 3 clusters Score -269338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -269340.156250 Penalty: 2333.277100
	Iteration 13Q: 3 clusters Score -269340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -269342.687500 Penalty: 2333.277100
	Iteration 14Q: 3 clusters Score -269342.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -269344.031250 Penalty: 2333.277100
	Iteration 15Q: 3 clusters Score -269344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -269345.312500 Penalty: 2333.277100
	Iteration 16Q: 3 clusters Score -269345.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -269346.718750 Penalty: 2333.277100
	Iteration 17Q: 3 clusters Score -269346.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -269349.656250 Penalty: 2333.277100
	Iteration 18Q: 3 clusters Score -269349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -269351.187500 Penalty: 2333.277100
	Iteration 19Q: 3 clusters Score -269351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -269354.468750 Penalty: 2333.277100
	Iteration 20F: 3 clusters Score -269354.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -269356.750000 Penalty: 2333.277100
	Iteration 21Q: 3 clusters Score -269356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -269359.812500 Penalty: 2333.277100
	Iteration 22Q: 3 clusters Score -269359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -269361.656250 Penalty: 2333.277100
	Iteration 23Q: 3 clusters Score -269361.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -269364.750000 Penalty: 2333.277100
	Iteration 24Q: 3 clusters Score -269364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -269367.781250 Penalty: 2333.277100
	Iteration 25Q: 3 clusters Score -269367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -269369.968750 Penalty: 2333.277100
	Iteration 26Q: 3 clusters Score -269370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -269370.468750 Penalty: 2333.277100
	Iteration 27Q: 3 clusters Score -269370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -269371.718750 Penalty: 2333.277100
	Iteration 28Q: 3 clusters Score -269371.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -269371.968750 Penalty: 2333.277100
	Iteration 29Q: 3 clusters Score -269372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -269372.562500 Penalty: 2333.277100
	Iteration 30Q: 3 clusters Score -269372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -269372.562500 Penalty: 2333.277100
	Iteration 31F: 3 clusters Score -269372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Entering Unmasked Estep 
Score: -1998716.875000 Penalty: 1457.605469
	Iteration 0F: 2 clusters Score -1998717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1986924.500000 Penalty: 2915.210938
	Iteration 0F: 3 clusters Score -1986924 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1991350.500000 Penalty: 2915.210938
	Iteration 1F: 3 clusters Score -1991350 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1991962.000000 Penalty: 2915.210938
	Iteration 2F: 3 clusters Score -1991962 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1992537.000000 Penalty: 2915.210938
	Iteration 3F: 3 clusters Score -1992537 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1993116.125000 Penalty: 2915.210938
	Iteration 4F: 3 clusters Score -1993116 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1993686.125000 Penalty: 2915.210938
	Iteration 5F: 3 clusters Score -1993686 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1994199.625000 Penalty: 2915.210938
	Iteration 6F: 3 clusters Score -1994200 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1994627.125000 Penalty: 2915.210938
	Iteration 7Q: 3 clusters Score -1994627 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1995008.750000 Penalty: 2915.210938
	Iteration 8Q: 3 clusters Score -1995009 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1995349.000000 Penalty: 2915.210938
	Iteration 9Q: 3 clusters Score -1995349 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1995661.750000 Penalty: 2915.210938
	Iteration 10Q: 3 clusters Score -1995662 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1995983.500000 Penalty: 2915.210938
	Iteration 11Q: 3 clusters Score -1995984 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1996275.125000 Penalty: 2915.210938
	Iteration 12Q: 3 clusters Score -1996275 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1996539.000000 Penalty: 2915.210938
	Iteration 13Q: 3 clusters Score -1996539 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1996758.500000 Penalty: 2915.210938
	Iteration 14Q: 3 clusters Score -1996758 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1996946.125000 Penalty: 2915.210938
	Iteration 15Q: 3 clusters Score -1996946 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1997089.250000 Penalty: 2915.210938
	Iteration 16Q: 3 clusters Score -1997089 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1997229.875000 Penalty: 2915.210938
	Iteration 17Q: 3 clusters Score -1997230 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1997331.750000 Penalty: 2915.210938
	Iteration 18Q: 3 clusters Score -1997332 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1997403.500000 Penalty: 2915.210938
	Iteration 19Q: 3 clusters Score -1997404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1997452.625000 Penalty: 2915.210938
	Iteration 20F: 3 clusters Score -1997453 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1997484.625000 Penalty: 2915.210938
	Iteration 21Q: 3 clusters Score -1997485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1997527.875000 Penalty: 2915.210938
	Iteration 22Q: 3 clusters Score -1997528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1997566.250000 Penalty: 2915.210938
	Iteration 23Q: 3 clusters Score -1997566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1997589.875000 Penalty: 2915.210938
	Iteration 24Q: 3 clusters Score -1997590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1997598.500000 Penalty: 2915.210938
	Iteration 25Q: 3 clusters Score -1997598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1997620.125000 Penalty: 2915.210938
	Iteration 26Q: 3 clusters Score -1997620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1997635.500000 Penalty: 2915.210938
	Iteration 27Q: 3 clusters Score -1997636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1997647.875000 Penalty: 2915.210938
	Iteration 28Q: 3 clusters Score -1997648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1997664.500000 Penalty: 2915.210938
	Iteration 29Q: 3 clusters Score -1997664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1997669.000000 Penalty: 2915.210938
	Iteration 30Q: 3 clusters Score -1997669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1997682.875000 Penalty: 2915.210938
	Iteration 31Q: 3 clusters Score -1997683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1997683.500000 Penalty: 2915.210938
	Iteration 32Q: 3 clusters Score -1997684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1997690.250000 Penalty: 2915.210938
	Iteration 33Q: 3 clusters Score -1997690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1997695.000000 Penalty: 2915.210938
	Iteration 34Q: 3 clusters Score -1997695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1997702.125000 Penalty: 2915.210938
	Iteration 35Q: 3 clusters Score -1997702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1997701.125000 Penalty: 2915.210938
	Iteration 36Q: 3 clusters Score -1997701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1997702.625000 Penalty: 2915.210938
	Iteration 37Q: 3 clusters Score -1997703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1997704.750000 Penalty: 2915.210938
	Iteration 38Q: 3 clusters Score -1997705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1997705.625000 Penalty: 2915.210938
	Iteration 39Q: 3 clusters Score -1997706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1997705.625000 Penalty: 2915.210938
	Iteration 40F: 3 clusters Score -1997706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Entering Unmasked Estep 
Score: -5306008.000000 Penalty: 1606.151611
	Iteration 0F: 2 clusters Score -5306008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -5274084.500000 Penalty: 3212.303223
	Iteration 0F: 3 clusters Score -5274084 nChanged 22524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -5286562.000000 Penalty: 3212.303223
	Iteration 1F: 3 clusters Score -5286562 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -5287155.000000 Penalty: 3212.303223
	Iteration 2Q: 3 clusters Score -5287155 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -5287711.500000 Penalty: 3212.303223
	Iteration 3Q: 3 clusters Score -5287712 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -5288280.500000 Penalty: 3212.303223
	Iteration 4Q: 3 clusters Score -5288280 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -5288920.500000 Penalty: 3212.303223
	Iteration 5Q: 3 clusters Score -5288920 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -5289630.500000 Penalty: 3212.303223
	Iteration 6Q: 3 clusters Score -5289630 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5290429.500000 Penalty: 3212.303223
	Iteration 7Q: 3 clusters Score -5290430 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -5291473.000000 Penalty: 3212.303223
	Iteration 8Q: 3 clusters Score -5291473 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -5292830.500000 Penalty: 3212.303223
	Iteration 9F: 3 clusters Score -5292830 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5294547.500000 Penalty: 3212.303223
	Iteration 10F: 3 clusters Score -5294548 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -5296616 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -5298530.500000 Penalty: 3212.303223
	Iteration 12F: 3 clusters Score -5298530 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5299798 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5300347 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -5300614.000000 Penalty: 3212.303223
	Iteration 15Q: 3 clusters Score -5300614 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5300845 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5301030 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -5301209.500000 Penalty: 3212.303223
	Iteration 18Q: 3 clusters Score -5301210 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5301383 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -5301556.000000 Penalty: 3212.303223
	Iteration 20F: 3 clusters Score -5301556 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -5301740.500000 Penalty: 3212.303223
	Iteration 21Q: 3 clusters Score -5301740 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -5301871.000000 Penalty: 3212.303223
	Iteration 22Q: 3 clusters Score -5301871 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -5302086.500000 Penalty: 3212.303223
	Iteration 23Q: 3 clusters Score -5302086 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -5302260.500000 Penalty: 3212.303223
	Iteration 24Q: 3 clusters Score -5302260 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -5302409.000000 Penalty: 3212.303223
	Iteration 25Q: 3 clusters Score -5302409 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -5302553.000000 Penalty: 3212.303223
	Iteration 26Q: 3 clusters Score -5302553 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -5302696.000000 Penalty: 3212.303223
	Iteration 27Q: 3 clusters Score -5302696 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -5302797.000000 Penalty: 3212.303223
	Iteration 28Q: 3 clusters Score -5302797 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -5302902.000000 Penalty: 3212.303223
	Iteration 29Q: 3 clusters Score -5302902 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -5302996.500000 Penalty: 3212.303223
	Iteration 30Q: 3 clusters Score -5302996 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -5303077.000000 Penalty: 3212.303223
	Iteration 31Q: 3 clusters Score -5303077 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -5303162.000000 Penalty: 3212.303223
	Iteration 32Q: 3 clusters Score -5303162 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -5303229.000000 Penalty: 3212.303223
	Iteration 33Q: 3 clusters Score -5303229 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -5303283.500000 Penalty: 3212.303223
	Iteration 34Q: 3 clusters Score -5303284 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -5303352.500000 Penalty: 3212.303223
	Iteration 35Q: 3 clusters Score -5303352 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5303423.000000 Penalty: 3212.303223
	Iteration 36Q: 3 clusters Score -5303423 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -5303469.500000 Penalty: 3212.303223
	Iteration 37Q: 3 clusters Score -5303470 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -5303495.500000 Penalty: 3212.303223
	Iteration 38Q: 3 clusters Score -5303496 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5303535.000000 Penalty: 3212.303223
	Iteration 39Q: 3 clusters Score -5303535 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5303565.500000 Penalty: 3212.303223
	Iteration 40F: 3 clusters Score -5303566 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5303608 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5303678 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -5303723.000000 Penalty: 3212.303223
	Iteration 43Q: 3 clusters Score -5303723 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -5303757.500000 Penalty: 3212.303223
	Iteration 44Q: 3 clusters Score -5303758 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5303807.500000 Penalty: 3212.303223
	Iteration 45Q: 3 clusters Score -5303808 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5303859.500000 Penalty: 3212.303223
	Iteration 46Q: 3 clusters Score -5303860 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -5303894.500000 Penalty: 3212.303223
	Iteration 47Q: 3 clusters Score -5303894 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -5303912.500000 Penalty: 3212.303223
	Iteration 48Q: 3 clusters Score -5303912 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5303918.500000 Penalty: 3212.303223
	Iteration 49Q: 3 clusters Score -5303918 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -5303938.500000 Penalty: 3212.303223
	Iteration 50Q: 3 clusters Score -5303938 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -5303990.500000 Penalty: 3212.303223
	Iteration 51Q: 3 clusters Score -5303990 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -5304027.000000 Penalty: 3212.303223
	Iteration 52Q: 3 clusters Score -5304027 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -5304047.500000 Penalty: 3212.303223
	Iteration 53Q: 3 clusters Score -5304048 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -5304075.500000 Penalty: 3212.303223
	Iteration 54Q: 3 clusters Score -5304076 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -5304086.000000 Penalty: 3212.303223
	Iteration 55Q: 3 clusters Score -5304086 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -5304118.500000 Penalty: 3212.303223
	Iteration 56Q: 3 clusters Score -5304118 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -5304149.000000 Penalty: 3212.303223
	Iteration 57Q: 3 clusters Score -5304149 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -5304167.000000 Penalty: 3212.303223
	Iteration 58Q: 3 clusters Score -5304167 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5304190.000000 Penalty: 3212.303223
	Iteration 59Q: 3 clusters Score -5304190 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5304204.500000 Penalty: 3212.303223
	Iteration 60F: 3 clusters Score -5304204 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -5304220.000000 Penalty: 3212.303223
	Iteration 61Q: 3 clusters Score -5304220 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -5304236.500000 Penalty: 3212.303223
	Iteration 62Q: 3 clusters Score -5304236 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -5304263.500000 Penalty: 3212.303223
	Iteration 63Q: 3 clusters Score -5304264 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -5304295.500000 Penalty: 3212.303223
	Iteration 64Q: 3 clusters Score -5304296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -5304309.000000 Penalty: 3212.303223
	Iteration 65Q: 3 clusters Score -5304309 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -5304328.000000 Penalty: 3212.303223
	Iteration 66Q: 3 clusters Score -5304328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -5304352.000000 Penalty: 3212.303223
	Iteration 67Q: 3 clusters Score -5304352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -5304372.000000 Penalty: 3212.303223
	Iteration 68Q: 3 clusters Score -5304372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -5304393.000000 Penalty: 3212.303223
	Iteration 69Q: 3 clusters Score -5304393 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -5304400.000000 Penalty: 3212.303223
	Iteration 70Q: 3 clusters Score -5304400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -5304422.000000 Penalty: 3212.303223
	Iteration 71Q: 3 clusters Score -5304422 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -5304432.500000 Penalty: 3212.303223
	Iteration 72Q: 3 clusters Score -5304432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -5304429.500000 Penalty: 3212.303223
	Iteration 73Q: 3 clusters Score -5304430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -5304437.000000 Penalty: 3212.303223
	Iteration 74Q: 3 clusters Score -5304437 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -5304443.500000 Penalty: 3212.303223
	Iteration 75Q: 3 clusters Score -5304444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -5304463.500000 Penalty: 3212.303223
	Iteration 76Q: 3 clusters Score -5304464 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -5304467.500000 Penalty: 3212.303223
	Iteration 77Q: 3 clusters Score -5304468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5304474.000000 Penalty: 3212.303223
	Iteration 78Q: 3 clusters Score -5304474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -5304474.500000 Penalty: 3212.303223
	Iteration 79Q: 3 clusters Score -5304474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -5304480.500000 Penalty: 3212.303223
	Iteration 80F: 3 clusters Score -5304480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -5304494.500000 Penalty: 3212.303223
	Iteration 81Q: 3 clusters Score -5304494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -5304489.500000 Penalty: 3212.303223
	Iteration 82Q: 3 clusters Score -5304490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -5304510.000000 Penalty: 3212.303223
	Iteration 83Q: 3 clusters Score -5304510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5304506.500000 Penalty: 3212.303223
	Iteration 84Q: 3 clusters Score -5304506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -5304509.000000 Penalty: 3212.303223
	Iteration 85Q: 3 clusters Score -5304509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -5304511.500000 Penalty: 3212.303223
	Iteration 86Q: 3 clusters Score -5304512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5304512.000000 Penalty: 3212.303223
	Iteration 87Q: 3 clusters Score -5304512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -5304520.000000 Penalty: 3212.303223
	Iteration 88Q: 3 clusters Score -5304520 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -5304527.500000 Penalty: 3212.303223
	Iteration 89Q: 3 clusters Score -5304528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -5304538.000000 Penalty: 3212.303223
	Iteration 90Q: 3 clusters Score -5304538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -5304561.500000 Penalty: 3212.303223
	Iteration 91Q: 3 clusters Score -5304562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5304562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -5304565.500000 Penalty: 3212.303223
	Iteration 93Q: 3 clusters Score -5304566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -5304570.000000 Penalty: 3212.303223
	Iteration 94Q: 3 clusters Score -5304570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -5304598.500000 Penalty: 3212.303223
	Iteration 95Q: 3 clusters Score -5304598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -5304603.500000 Penalty: 3212.303223
	Iteration 96Q: 3 clusters Score -5304604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -5304618.500000 Penalty: 3212.303223
	Iteration 97Q: 3 clusters Score -5304618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -5304628.500000 Penalty: 3212.303223
	Iteration 98Q: 3 clusters Score -5304628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -5304627.000000 Penalty: 3212.303223
	Iteration 99Q: 3 clusters Score -5304627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -5304639.000000 Penalty: 3212.303223
	Iteration 100F: 3 clusters Score -5304639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -5304642.000000 Penalty: 3212.303223
	Iteration 101Q: 3 clusters Score -5304642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -5304658.000000 Penalty: 3212.303223
	Iteration 102Q: 3 clusters Score -5304658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5304666.500000 Penalty: 3212.303223
	Iteration 103Q: 3 clusters Score -5304666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -5304664.500000 Penalty: 3212.303223
	Iteration 104Q: 3 clusters Score -5304664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5304665.000000 Penalty: 3212.303223
	Iteration 105Q: 3 clusters Score -5304665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -5304673.500000 Penalty: 3212.303223
	Iteration 106Q: 3 clusters Score -5304674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -5304682.500000 Penalty: 3212.303223
	Iteration 107Q: 3 clusters Score -5304682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -5304682.000000 Penalty: 3212.303223
	Iteration 108Q: 3 clusters Score -5304682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -5304692.000000 Penalty: 3212.303223
	Iteration 109Q: 3 clusters Score -5304692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5304697.000000 Penalty: 3212.303223
	Iteration 110Q: 3 clusters Score -5304697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -5304694.500000 Penalty: 3212.303223
	Iteration 111Q: 3 clusters Score -5304694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -5304708.500000 Penalty: 3212.303223
	Iteration 112Q: 3 clusters Score -5304708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -5304703.000000 Penalty: 3212.303223
	Iteration 113Q: 3 clusters Score -5304703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -5304705.500000 Penalty: 3212.303223
	Iteration 114Q: 3 clusters Score -5304706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -5304734.000000 Penalty: 3212.303223
	Iteration 115Q: 3 clusters Score -5304734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -5304740.500000 Penalty: 3212.303223
	Iteration 116Q: 3 clusters Score -5304740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -5304748.000000 Penalty: 3212.303223
	Iteration 117Q: 3 clusters Score -5304748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -5304751.000000 Penalty: 3212.303223
	Iteration 118Q: 3 clusters Score -5304751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -5304755.000000 Penalty: 3212.303223
	Iteration 119Q: 3 clusters Score -5304755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -5304749.500000 Penalty: 3212.303223
	Iteration 120F: 3 clusters Score -5304750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -5304749.500000 Penalty: 3212.303223
	Iteration 121Q: 3 clusters Score -5304750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -5304752.000000 Penalty: 3212.303223
	Iteration 122Q: 3 clusters Score -5304752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -5304755.500000 Penalty: 3212.303223
	Iteration 123Q: 3 clusters Score -5304756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -5304753.500000 Penalty: 3212.303223
	Iteration 124Q: 3 clusters Score -5304754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -5304762.000000 Penalty: 3212.303223
	Iteration 125Q: 3 clusters Score -5304762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -5304756.500000 Penalty: 3212.303223
	Iteration 126Q: 3 clusters Score -5304756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -5304756.500000 Penalty: 3212.303223
	Iteration 127Q: 3 clusters Score -5304756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -5304763.500000 Penalty: 3212.303223
	Iteration 128Q: 3 clusters Score -5304764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -5304761.000000 Penalty: 3212.303223
	Iteration 129Q: 3 clusters Score -5304761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -5304762.500000 Penalty: 3212.303223
	Iteration 130Q: 3 clusters Score -5304762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -5304759.500000 Penalty: 3212.303223
	Iteration 131Q: 3 clusters Score -5304760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -5304772.000000 Penalty: 3212.303223
	Iteration 132Q: 3 clusters Score -5304772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -5304772.500000 Penalty: 3212.303223
	Iteration 133Q: 3 clusters Score -5304772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -5304774.500000 Penalty: 3212.303223
	Iteration 134Q: 3 clusters Score -5304774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -5304789.000000 Penalty: 3212.303223
	Iteration 135Q: 3 clusters Score -5304789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -5304789.500000 Penalty: 3212.303223
	Iteration 136Q: 3 clusters Score -5304790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -5304795.500000 Penalty: 3212.303223
	Iteration 137Q: 3 clusters Score -5304796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -5304791.500000 Penalty: 3212.303223
	Iteration 138Q: 3 clusters Score -5304792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -5304795.500000 Penalty: 3212.303223
	Iteration 139Q: 3 clusters Score -5304796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -5304800.500000 Penalty: 3212.303223
	Iteration 140F: 3 clusters Score -5304800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -5304801.500000 Penalty: 3212.303223
	Iteration 141Q: 3 clusters Score -5304802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -5304809.000000 Penalty: 3212.303223
	Iteration 142Q: 3 clusters Score -5304809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -5304807.000000 Penalty: 3212.303223
	Iteration 143Q: 3 clusters Score -5304807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -5304801.500000 Penalty: 3212.303223
	Iteration 144Q: 3 clusters Score -5304802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -5304806.500000 Penalty: 3212.303223
	Iteration 145Q: 3 clusters Score -5304806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -5304809.500000 Penalty: 3212.303223
	Iteration 146Q: 3 clusters Score -5304810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5304816.000000 Penalty: 3212.303223
	Iteration 147Q: 3 clusters Score -5304816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -5304813.000000 Penalty: 3212.303223
	Iteration 148Q: 3 clusters Score -5304813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -5304814.000000 Penalty: 3212.303223
	Iteration 149Q: 3 clusters Score -5304814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -5304815.500000 Penalty: 3212.303223
	Iteration 150Q: 3 clusters Score -5304816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -5304821.500000 Penalty: 3212.303223
	Iteration 151Q: 3 clusters Score -5304822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -5304818.500000 Penalty: 3212.303223
	Iteration 152Q: 3 clusters Score -5304818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -5304813.500000 Penalty: 3212.303223
	Iteration 153Q: 3 clusters Score -5304814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -5304816.000000 Penalty: 3212.303223
	Iteration 154Q: 3 clusters Score -5304816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -5304832.500000 Penalty: 3212.303223
	Iteration 155Q: 3 clusters Score -5304832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -5304833.000000 Penalty: 3212.303223
	Iteration 156Q: 3 clusters Score -5304833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -5304835.500000 Penalty: 3212.303223
	Iteration 157Q: 3 clusters Score -5304836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -5304836.000000 Penalty: 3212.303223
	Iteration 158Q: 3 clusters Score -5304836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -5304834.000000 Penalty: 3212.303223
	Iteration 159Q: 3 clusters Score -5304834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -5304838.500000 Penalty: 3212.303223
	Iteration 160F: 3 clusters Score -5304838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5304836.000000 Penalty: 3212.303223
	Iteration 161Q: 3 clusters Score -5304836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -5304840.000000 Penalty: 3212.303223
	Iteration 162Q: 3 clusters Score -5304840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -5304840.000000 Penalty: 3212.303223
	Iteration 163F: 3 clusters Score -5304840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1678778.750000 Penalty: 1430.643311
	Iteration 0F: 2 clusters Score -1678779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1668868.250000 Penalty: 2861.286621
	Iteration 0F: 3 clusters Score -1668868 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1672264.500000 Penalty: 2861.286621
	Iteration 1F: 3 clusters Score -1672264 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1672638.000000 Penalty: 2861.286621
	Iteration 2F: 3 clusters Score -1672638 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1673042.500000 Penalty: 2861.286621
	Iteration 3F: 3 clusters Score -1673042 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1673476.750000 Penalty: 2861.286621
	Iteration 4F: 3 clusters Score -1673477 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1673975.625000 Penalty: 2861.286621
	Iteration 5F: 3 clusters Score -1673976 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1674493.000000 Penalty: 2861.286621
	Iteration 6F: 3 clusters Score -1674493 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1674996.125000 Penalty: 2861.286621
	Iteration 7F: 3 clusters Score -1674996 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1675448.375000 Penalty: 2861.286621
	Iteration 8F: 3 clusters Score -1675448 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1675811.750000 Penalty: 2861.286621
	Iteration 9Q: 3 clusters Score -1675812 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1676083.250000 Penalty: 2861.286621
	Iteration 10Q: 3 clusters Score -1676083 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1676329.375000 Penalty: 2861.286621
	Iteration 11Q: 3 clusters Score -1676329 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1676541.375000 Penalty: 2861.286621
	Iteration 12Q: 3 clusters Score -1676541 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1676720.750000 Penalty: 2861.286621
	Iteration 13Q: 3 clusters Score -1676721 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1676896.125000 Penalty: 2861.286621
	Iteration 14Q: 3 clusters Score -1676896 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1677046.875000 Penalty: 2861.286621
	Iteration 15Q: 3 clusters Score -1677047 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1677151.250000 Penalty: 2861.286621
	Iteration 16Q: 3 clusters Score -1677151 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1677246.875000 Penalty: 2861.286621
	Iteration 17Q: 3 clusters Score -1677247 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1677319.375000 Penalty: 2861.286621
	Iteration 18Q: 3 clusters Score -1677319 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1677381.375000 Penalty: 2861.286621
	Iteration 19Q: 3 clusters Score -1677381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1677442.125000 Penalty: 2861.286621
	Iteration 20F: 3 clusters Score -1677442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1677494.375000 Penalty: 2861.286621
	Iteration 21Q: 3 clusters Score -1677494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1677526.125000 Penalty: 2861.286621
	Iteration 22Q: 3 clusters Score -1677526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1677559.375000 Penalty: 2861.286621
	Iteration 23Q: 3 clusters Score -1677559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1677586.750000 Penalty: 2861.286621
	Iteration 24Q: 3 clusters Score -1677587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1677599.750000 Penalty: 2861.286621
	Iteration 25Q: 3 clusters Score -1677600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1677608.125000 Penalty: 2861.286621
	Iteration 26Q: 3 clusters Score -1677608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1677621.000000 Penalty: 2861.286621
	Iteration 27Q: 3 clusters Score -1677621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1677629.875000 Penalty: 2861.286621
	Iteration 28Q: 3 clusters Score -1677630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1677641.000000 Penalty: 2861.286621
	Iteration 29Q: 3 clusters Score -1677641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1677646.250000 Penalty: 2861.286621
	Iteration 30Q: 3 clusters Score -1677646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1677651.250000 Penalty: 2861.286621
	Iteration 31Q: 3 clusters Score -1677651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1677652.250000 Penalty: 2861.286621
	Iteration 32Q: 3 clusters Score -1677652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1677656.375000 Penalty: 2861.286621
	Iteration 33Q: 3 clusters Score -1677656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1677659.500000 Penalty: 2861.286621
	Iteration 34Q: 3 clusters Score -1677660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1677663.625000 Penalty: 2861.286621
	Iteration 35Q: 3 clusters Score -1677664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1677665.875000 Penalty: 2861.286621
	Iteration 36Q: 3 clusters Score -1677666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1677668.875000 Penalty: 2861.286621
	Iteration 37Q: 3 clusters Score -1677669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1677672.375000 Penalty: 2861.286621
	Iteration 38Q: 3 clusters Score -1677672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1677672.500000 Penalty: 2861.286621
	Iteration 39Q: 3 clusters Score -1677672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1677673.250000 Penalty: 2861.286621
	Iteration 40F: 3 clusters Score -1677673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -310342.656250 Penalty: 1188.745728
	Iteration 0F: 2 clusters Score -310342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -307954.593750 Penalty: 2377.491455
	Iteration 0F: 3 clusters Score -307954.6 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -308609.750000 Penalty: 2377.491455
	Iteration 1F: 3 clusters Score -308609.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -308807.531250 Penalty: 2377.491455
	Iteration 2F: 3 clusters Score -308807.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -308951.531250 Penalty: 2377.491455
	Iteration 3F: 3 clusters Score -308951.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -309094.656250 Penalty: 2377.491455
	Iteration 4Q: 3 clusters Score -309094.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -309241.531250 Penalty: 2377.491455
	Iteration 5Q: 3 clusters Score -309241.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -309355.812500 Penalty: 2377.491455
	Iteration 6Q: 3 clusters Score -309355.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -309473.062500 Penalty: 2377.491455
	Iteration 7Q: 3 clusters Score -309473.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -309575.593750 Penalty: 2377.491455
	Iteration 8Q: 3 clusters Score -309575.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -309663.812500 Penalty: 2377.491455
	Iteration 9Q: 3 clusters Score -309663.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -309750.062500 Penalty: 2377.491455
	Iteration 10Q: 3 clusters Score -309750.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -309837.531250 Penalty: 2377.491455
	Iteration 11Q: 3 clusters Score -309837.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -309912.312500 Penalty: 2377.491455
	Iteration 12Q: 3 clusters Score -309912.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -309962.906250 Penalty: 2377.491455
	Iteration 13Q: 3 clusters Score -309962.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -309993.281250 Penalty: 2377.491455
	Iteration 14Q: 3 clusters Score -309993.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -310012.718750 Penalty: 2377.491455
	Iteration 15Q: 3 clusters Score -310012.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -310021.406250 Penalty: 2377.491455
	Iteration 16Q: 3 clusters Score -310021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -310032.437500 Penalty: 2377.491455
	Iteration 17Q: 3 clusters Score -310032.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -310042.531250 Penalty: 2377.491455
	Iteration 18Q: 3 clusters Score -310042.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -310049.125000 Penalty: 2377.491455
	Iteration 19Q: 3 clusters Score -310049.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -310054.375000 Penalty: 2377.491455
	Iteration 20F: 3 clusters Score -310054.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -310056.593750 Penalty: 2377.491455
	Iteration 21Q: 3 clusters Score -310056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -310058.281250 Penalty: 2377.491455
	Iteration 22Q: 3 clusters Score -310058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -310058.906250 Penalty: 2377.491455
	Iteration 23Q: 3 clusters Score -310058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -310060.781250 Penalty: 2377.491455
	Iteration 24Q: 3 clusters Score -310060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -310061.093750 Penalty: 2377.491455
	Iteration 25Q: 3 clusters Score -310061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -310063.093750 Penalty: 2377.491455
	Iteration 26Q: 3 clusters Score -310063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -310064.312500 Penalty: 2377.491455
	Iteration 27Q: 3 clusters Score -310064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -310065.093750 Penalty: 2377.491455
	Iteration 28Q: 3 clusters Score -310065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -310067.250000 Penalty: 2377.491455
	Iteration 29Q: 3 clusters Score -310067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -310070.843750 Penalty: 2377.491455
	Iteration 30Q: 3 clusters Score -310070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -310074.687500 Penalty: 2377.491455
	Iteration 31Q: 3 clusters Score -310074.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -310078.593750 Penalty: 2377.491455
	Iteration 32Q: 3 clusters Score -310078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -310083.312500 Penalty: 2377.491455
	Iteration 33Q: 3 clusters Score -310083.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -310087.562500 Penalty: 2377.491455
	Iteration 34Q: 3 clusters Score -310087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -310090.937500 Penalty: 2377.491455
	Iteration 35Q: 3 clusters Score -310090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -310092.500000 Penalty: 2377.491455
	Iteration 36Q: 3 clusters Score -310092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -310093.406250 Penalty: 2377.491455
	Iteration 37Q: 3 clusters Score -310093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -310093.406250 Penalty: 2377.491455
	Iteration 38F: 3 clusters Score -310093.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Entering Unmasked Estep 
Score: -9387844.000000 Penalty: 1690.337891
	Iteration 0F: 2 clusters Score -9387844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -9331651.000000 Penalty: 3380.675781
	Iteration 0F: 3 clusters Score -9331651 nChanged 40203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -9354677.000000 Penalty: 3380.675781
	Iteration 1F: 3 clusters Score -9354677 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -9355672.000000 Penalty: 3380.675781
	Iteration 2Q: 3 clusters Score -9355672 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -9356793.000000 Penalty: 3380.675781
	Iteration 3Q: 3 clusters Score -9356793 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -9358089.000000 Penalty: 3380.675781
	Iteration 4Q: 3 clusters Score -9358089 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -9359694.000000 Penalty: 3380.675781
	Iteration 5Q: 3 clusters Score -9359694 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -9361545.000000 Penalty: 3380.675781
	Iteration 6F: 3 clusters Score -9361545 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -9363858.000000 Penalty: 3380.675781
	Iteration 7F: 3 clusters Score -9363858 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -9366391.000000 Penalty: 3380.675781
	Iteration 8F: 3 clusters Score -9366391 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -9369125.000000 Penalty: 3380.675781
	Iteration 9F: 3 clusters Score -9369125 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -9372257.000000 Penalty: 3380.675781
	Iteration 10F: 3 clusters Score -9372257 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -9375959.000000 Penalty: 3380.675781
	Iteration 11F: 3 clusters Score -9375959 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -9379358.000000 Penalty: 3380.675781
	Iteration 12Q: 3 clusters Score -9379358 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79257 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -9382191.000000 Penalty: 3380.675781
	Iteration 13Q: 3 clusters Score -9382191 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -9383706.000000 Penalty: 3380.675781
	Iteration 14Q: 3 clusters Score -9383706 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -9384554.000000 Penalty: 3380.675781
	Iteration 15Q: 3 clusters Score -9384554 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83066 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -9385196.000000 Penalty: 3380.675781
	Iteration 16Q: 3 clusters Score -9385196 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9385641.000000 Penalty: 3380.675781
	Iteration 17Q: 3 clusters Score -9385641 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9385913.000000 Penalty: 3380.675781
	Iteration 18Q: 3 clusters Score -9385913 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9386135.000000 Penalty: 3380.675781
	Iteration 19Q: 3 clusters Score -9386135 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9386285.000000 Penalty: 3380.675781
	Iteration 20F: 3 clusters Score -9386285 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9386374.000000 Penalty: 3380.675781
	Iteration 21Q: 3 clusters Score -9386374 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9386478.000000 Penalty: 3380.675781
	Iteration 22Q: 3 clusters Score -9386478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9386558.000000 Penalty: 3380.675781
	Iteration 23Q: 3 clusters Score -9386558 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9386623.000000 Penalty: 3380.675781
	Iteration 24Q: 3 clusters Score -9386623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9386675.000000 Penalty: 3380.675781
	Iteration 25Q: 3 clusters Score -9386675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84891 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9386672.000000 Penalty: 3380.675781
	Iteration 26Q: 3 clusters Score -9386672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84907 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9386691.000000 Penalty: 3380.675781
	Iteration 27Q: 3 clusters Score -9386691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9386717.000000 Penalty: 3380.675781
	Iteration 28Q: 3 clusters Score -9386717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9386718.000000 Penalty: 3380.675781
	Iteration 29Q: 3 clusters Score -9386718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9386726.000000 Penalty: 3380.675781
	Iteration 30Q: 3 clusters Score -9386726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9386726.000000 Penalty: 3380.675781
	Iteration 31Q: 3 clusters Score -9386726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9386738.000000 Penalty: 3380.675781
	Iteration 32Q: 3 clusters Score -9386738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9386750.000000 Penalty: 3380.675781
	Iteration 33Q: 3 clusters Score -9386750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9386742.000000 Penalty: 3380.675781
	Iteration 34Q: 3 clusters Score -9386742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9386756.000000 Penalty: 3380.675781
	Iteration 35Q: 3 clusters Score -9386756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9386767.000000 Penalty: 3380.675781
	Iteration 36Q: 3 clusters Score -9386767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9386772.000000 Penalty: 3380.675781
	Iteration 37Q: 3 clusters Score -9386772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9386769.000000 Penalty: 3380.675781
	Iteration 38Q: 3 clusters Score -9386769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9386769.000000 Penalty: 3380.675781
	Iteration 39Q: 3 clusters Score -9386769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9386769.000000 Penalty: 3380.675781
	Iteration 40F: 3 clusters Score -9386769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -165992.031250 Penalty: 1092.219849
	Iteration 0F: 2 clusters Score -165992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -164387.453125 Penalty: 2184.439697
	Iteration 0F: 3 clusters Score -164387.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164736.453125 Penalty: 2184.439697
	Iteration 1F: 3 clusters Score -164736.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -164831.593750 Penalty: 2184.439697
	Iteration 2F: 3 clusters Score -164831.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -164892.328125 Penalty: 2184.439697
	Iteration 3Q: 3 clusters Score -164892.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -164928.546875 Penalty: 2184.439697
	Iteration 4Q: 3 clusters Score -164928.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -164954.625000 Penalty: 2184.439697
	Iteration 5Q: 3 clusters Score -164954.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -164974.281250 Penalty: 2184.439697
	Iteration 6Q: 3 clusters Score -164974.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -164984.046875 Penalty: 2184.439697
	Iteration 7Q: 3 clusters Score -164984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -164995.687500 Penalty: 2184.439697
	Iteration 8Q: 3 clusters Score -164995.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -164999.984375 Penalty: 2184.439697
	Iteration 9Q: 3 clusters Score -165000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -165003.875000 Penalty: 2184.439697
	Iteration 10Q: 3 clusters Score -165003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -165006.578125 Penalty: 2184.439697
	Iteration 11Q: 3 clusters Score -165006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -165008.828125 Penalty: 2184.439697
	Iteration 12Q: 3 clusters Score -165008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -165010.078125 Penalty: 2184.439697
	Iteration 13Q: 3 clusters Score -165010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -165011.921875 Penalty: 2184.439697
	Iteration 14Q: 3 clusters Score -165011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -165013.640625 Penalty: 2184.439697
	Iteration 15Q: 3 clusters Score -165013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -165016.187500 Penalty: 2184.439697
	Iteration 16Q: 3 clusters Score -165016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -165017.203125 Penalty: 2184.439697
	Iteration 17Q: 3 clusters Score -165017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -165018.062500 Penalty: 2184.439697
	Iteration 18Q: 3 clusters Score -165018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -165018.062500 Penalty: 2184.439697
	Iteration 19F: 3 clusters Score -165018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -290315.343750 Penalty: 1174.674561
	Iteration 0F: 2 clusters Score -290315.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -288026.468750 Penalty: 2349.349121
	Iteration 0F: 3 clusters Score -288026.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -288633.750000 Penalty: 2349.349121
	Iteration 1F: 3 clusters Score -288633.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -288774.906250 Penalty: 2349.349121
	Iteration 2F: 3 clusters Score -288774.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -288861.625000 Penalty: 2349.349121
	Iteration 3Q: 3 clusters Score -288861.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -288921.468750 Penalty: 2349.349121
	Iteration 4Q: 3 clusters Score -288921.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -288961.000000 Penalty: 2349.349121
	Iteration 5Q: 3 clusters Score -288961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -288998.656250 Penalty: 2349.349121
	Iteration 6Q: 3 clusters Score -288998.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -289029.656250 Penalty: 2349.349121
	Iteration 7Q: 3 clusters Score -289029.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -289057.937500 Penalty: 2349.349121
	Iteration 8Q: 3 clusters Score -289057.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -289088.218750 Penalty: 2349.349121
	Iteration 9Q: 3 clusters Score -289088.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -289124.375000 Penalty: 2349.349121
	Iteration 10Q: 3 clusters Score -289124.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -289162.218750 Penalty: 2349.349121
	Iteration 11Q: 3 clusters Score -289162.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -289189.843750 Penalty: 2349.349121
	Iteration 12Q: 3 clusters Score -289189.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -289222.812500 Penalty: 2349.349121
	Iteration 13Q: 3 clusters Score -289222.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -289249.406250 Penalty: 2349.349121
	Iteration 14Q: 3 clusters Score -289249.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -289268.781250 Penalty: 2349.349121
	Iteration 15Q: 3 clusters Score -289268.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -289290.375000 Penalty: 2349.349121
	Iteration 16Q: 3 clusters Score -289290.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -289317.343750 Penalty: 2349.349121
	Iteration 17Q: 3 clusters Score -289317.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -289339.625000 Penalty: 2349.349121
	Iteration 18Q: 3 clusters Score -289339.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -289362.562500 Penalty: 2349.349121
	Iteration 19Q: 3 clusters Score -289362.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -289382.937500 Penalty: 2349.349121
	Iteration 20F: 3 clusters Score -289382.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -289394.250000 Penalty: 2349.349121
	Iteration 21Q: 3 clusters Score -289394.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -289412.406250 Penalty: 2349.349121
	Iteration 22Q: 3 clusters Score -289412.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -289429.375000 Penalty: 2349.349121
	Iteration 23Q: 3 clusters Score -289429.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -289443.750000 Penalty: 2349.349121
	Iteration 24Q: 3 clusters Score -289443.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -289457.968750 Penalty: 2349.349121
	Iteration 25Q: 3 clusters Score -289458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -289473.031250 Penalty: 2349.349121
	Iteration 26Q: 3 clusters Score -289473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -289490.375000 Penalty: 2349.349121
	Iteration 27Q: 3 clusters Score -289490.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -289506.125000 Penalty: 2349.349121
	Iteration 28Q: 3 clusters Score -289506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -289514.937500 Penalty: 2349.349121
	Iteration 29Q: 3 clusters Score -289514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -289519.750000 Penalty: 2349.349121
	Iteration 30Q: 3 clusters Score -289519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -289525.468750 Penalty: 2349.349121
	Iteration 31Q: 3 clusters Score -289525.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -289530.375000 Penalty: 2349.349121
	Iteration 32Q: 3 clusters Score -289530.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -289532.968750 Penalty: 2349.349121
	Iteration 33Q: 3 clusters Score -289533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -289535.500000 Penalty: 2349.349121
	Iteration 34Q: 3 clusters Score -289535.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -289542.312500 Penalty: 2349.349121
	Iteration 35Q: 3 clusters Score -289542.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -289548.093750 Penalty: 2349.349121
	Iteration 36Q: 3 clusters Score -289548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -289550.906250 Penalty: 2349.349121
	Iteration 37Q: 3 clusters Score -289550.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -289555.437500 Penalty: 2349.349121
	Iteration 38Q: 3 clusters Score -289555.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -289559.593750 Penalty: 2349.349121
	Iteration 39Q: 3 clusters Score -289559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -289560.593750 Penalty: 2349.349121
	Iteration 40F: 3 clusters Score -289560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -289560.843750 Penalty: 2349.349121
	Iteration 41Q: 3 clusters Score -289560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -289561.718750 Penalty: 2349.349121
	Iteration 42Q: 3 clusters Score -289561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -289561.718750 Penalty: 2349.349121
	Iteration 43F: 3 clusters Score -289561.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Entering Unmasked Estep 
Score: -2736186.000000 Penalty: 1503.282837
	Iteration 0F: 2 clusters Score -2736186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2720186.500000 Penalty: 3006.565674
	Iteration 0F: 3 clusters Score -2720186 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2726148.750000 Penalty: 3006.565674
	Iteration 1F: 3 clusters Score -2726149 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2726629.250000 Penalty: 3006.565674
	Iteration 2F: 3 clusters Score -2726629 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2727050.750000 Penalty: 3006.565674
	Iteration 3Q: 3 clusters Score -2727051 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2727439.000000 Penalty: 3006.565674
	Iteration 4Q: 3 clusters Score -2727439 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2727784.250000 Penalty: 3006.565674
	Iteration 5Q: 3 clusters Score -2727784 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2728099.500000 Penalty: 3006.565674
	Iteration 6Q: 3 clusters Score -2728100 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2728358.250000 Penalty: 3006.565674
	Iteration 7Q: 3 clusters Score -2728358 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2728603.750000 Penalty: 3006.565674
	Iteration 8Q: 3 clusters Score -2728604 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2728877.250000 Penalty: 3006.565674
	Iteration 9Q: 3 clusters Score -2728877 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2729121.000000 Penalty: 3006.565674
	Iteration 10Q: 3 clusters Score -2729121 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2729366.750000 Penalty: 3006.565674
	Iteration 11Q: 3 clusters Score -2729367 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2729591.500000 Penalty: 3006.565674
	Iteration 12Q: 3 clusters Score -2729592 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2729778.250000 Penalty: 3006.565674
	Iteration 13Q: 3 clusters Score -2729778 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2729971.250000 Penalty: 3006.565674
	Iteration 14Q: 3 clusters Score -2729971 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2730165.500000 Penalty: 3006.565674
	Iteration 15Q: 3 clusters Score -2730166 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2730389.500000 Penalty: 3006.565674
	Iteration 16Q: 3 clusters Score -2730390 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2730622.500000 Penalty: 3006.565674
	Iteration 17Q: 3 clusters Score -2730622 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2730913.000000 Penalty: 3006.565674
	Iteration 18Q: 3 clusters Score -2730913 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2731238.250000 Penalty: 3006.565674
	Iteration 19Q: 3 clusters Score -2731238 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2731651.000000 Penalty: 3006.565674
	Iteration 20F: 3 clusters Score -2731651 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2732111.000000 Penalty: 3006.565674
	Iteration 21Q: 3 clusters Score -2732111 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2732551.250000 Penalty: 3006.565674
	Iteration 22Q: 3 clusters Score -2732551 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2733011.250000 Penalty: 3006.565674
	Iteration 23Q: 3 clusters Score -2733011 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2733471.500000 Penalty: 3006.565674
	Iteration 24Q: 3 clusters Score -2733472 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2733850.500000 Penalty: 3006.565674
	Iteration 25Q: 3 clusters Score -2733850 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2734170.250000 Penalty: 3006.565674
	Iteration 26Q: 3 clusters Score -2734170 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2734407.250000 Penalty: 3006.565674
	Iteration 27Q: 3 clusters Score -2734407 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2734596.250000 Penalty: 3006.565674
	Iteration 28Q: 3 clusters Score -2734596 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2734723.750000 Penalty: 3006.565674
	Iteration 29Q: 3 clusters Score -2734724 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2734833.000000 Penalty: 3006.565674
	Iteration 30Q: 3 clusters Score -2734833 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2734920.000000 Penalty: 3006.565674
	Iteration 31Q: 3 clusters Score -2734920 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2734985.250000 Penalty: 3006.565674
	Iteration 32Q: 3 clusters Score -2734985 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2735023.250000 Penalty: 3006.565674
	Iteration 33Q: 3 clusters Score -2735023 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2735072.500000 Penalty: 3006.565674
	Iteration 34Q: 3 clusters Score -2735072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2735098.000000 Penalty: 3006.565674
	Iteration 35Q: 3 clusters Score -2735098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2735125.250000 Penalty: 3006.565674
	Iteration 36Q: 3 clusters Score -2735125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2735145.750000 Penalty: 3006.565674
	Iteration 37Q: 3 clusters Score -2735146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2735164.500000 Penalty: 3006.565674
	Iteration 38Q: 3 clusters Score -2735164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2735179.750000 Penalty: 3006.565674
	Iteration 39Q: 3 clusters Score -2735180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2735186.250000 Penalty: 3006.565674
	Iteration 40F: 3 clusters Score -2735186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2735193.500000 Penalty: 3006.565674
	Iteration 41Q: 3 clusters Score -2735194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2735203.500000 Penalty: 3006.565674
	Iteration 42Q: 3 clusters Score -2735204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2735212.250000 Penalty: 3006.565674
	Iteration 43Q: 3 clusters Score -2735212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2735213.000000 Penalty: 3006.565674
	Iteration 44Q: 3 clusters Score -2735213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2735223.500000 Penalty: 3006.565674
	Iteration 45Q: 3 clusters Score -2735224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2735232.500000 Penalty: 3006.565674
	Iteration 46Q: 3 clusters Score -2735232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -2735236.500000 Penalty: 3006.565674
	Iteration 47Q: 3 clusters Score -2735236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2735244.000000 Penalty: 3006.565674
	Iteration 48Q: 3 clusters Score -2735244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2735243.250000 Penalty: 3006.565674
	Iteration 49Q: 3 clusters Score -2735243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2735250.000000 Penalty: 3006.565674
	Iteration 50Q: 3 clusters Score -2735250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2735247.750000 Penalty: 3006.565674
	Iteration 51Q: 3 clusters Score -2735248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2735249.250000 Penalty: 3006.565674
	Iteration 52Q: 3 clusters Score -2735249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2735248.500000 Penalty: 3006.565674
	Iteration 53Q: 3 clusters Score -2735248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2735248.500000 Penalty: 3006.565674
	Iteration 54F: 3 clusters Score -2735248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Entering Unmasked Estep 
Score: -1877346.250000 Penalty: 1447.464844
	Iteration 0F: 2 clusters Score -1877346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1866341.625000 Penalty: 2894.929688
	Iteration 0F: 3 clusters Score -1866342 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1870106.125000 Penalty: 2894.929688
	Iteration 1F: 3 clusters Score -1870106 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1870506.875000 Penalty: 2894.929688
	Iteration 2F: 3 clusters Score -1870507 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1870846.750000 Penalty: 2894.929688
	Iteration 3Q: 3 clusters Score -1870847 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1871127.625000 Penalty: 2894.929688
	Iteration 4Q: 3 clusters Score -1871128 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1871399.500000 Penalty: 2894.929688
	Iteration 5Q: 3 clusters Score -1871400 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1871654.625000 Penalty: 2894.929688
	Iteration 6Q: 3 clusters Score -1871655 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1871870.375000 Penalty: 2894.929688
	Iteration 7Q: 3 clusters Score -1871870 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1872059.625000 Penalty: 2894.929688
	Iteration 8Q: 3 clusters Score -1872060 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1872282.000000 Penalty: 2894.929688
	Iteration 9Q: 3 clusters Score -1872282 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1872533.375000 Penalty: 2894.929688
	Iteration 10Q: 3 clusters Score -1872533 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1872806.250000 Penalty: 2894.929688
	Iteration 11Q: 3 clusters Score -1872806 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1873073.250000 Penalty: 2894.929688
	Iteration 12Q: 3 clusters Score -1873073 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1873328.125000 Penalty: 2894.929688
	Iteration 13Q: 3 clusters Score -1873328 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1873609.125000 Penalty: 2894.929688
	Iteration 14Q: 3 clusters Score -1873609 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1873888.875000 Penalty: 2894.929688
	Iteration 15Q: 3 clusters Score -1873889 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1874172.375000 Penalty: 2894.929688
	Iteration 16Q: 3 clusters Score -1874172 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1874464.125000 Penalty: 2894.929688
	Iteration 17Q: 3 clusters Score -1874464 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1874745.125000 Penalty: 2894.929688
	Iteration 18Q: 3 clusters Score -1874745 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1875024.375000 Penalty: 2894.929688
	Iteration 19Q: 3 clusters Score -1875024 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1875296.000000 Penalty: 2894.929688
	Iteration 20F: 3 clusters Score -1875296 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1875520.375000 Penalty: 2894.929688
	Iteration 21Q: 3 clusters Score -1875520 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1875721.625000 Penalty: 2894.929688
	Iteration 22Q: 3 clusters Score -1875722 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1875883.375000 Penalty: 2894.929688
	Iteration 23Q: 3 clusters Score -1875883 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1876009.500000 Penalty: 2894.929688
	Iteration 24Q: 3 clusters Score -1876010 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1876108.125000 Penalty: 2894.929688
	Iteration 25Q: 3 clusters Score -1876108 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1876194.250000 Penalty: 2894.929688
	Iteration 26Q: 3 clusters Score -1876194 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1876244.875000 Penalty: 2894.929688
	Iteration 27Q: 3 clusters Score -1876245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1876285.625000 Penalty: 2894.929688
	Iteration 28Q: 3 clusters Score -1876286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1876322.750000 Penalty: 2894.929688
	Iteration 29Q: 3 clusters Score -1876323 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1876357.625000 Penalty: 2894.929688
	Iteration 30Q: 3 clusters Score -1876358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1876384.125000 Penalty: 2894.929688
	Iteration 31Q: 3 clusters Score -1876384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1876409.500000 Penalty: 2894.929688
	Iteration 32Q: 3 clusters Score -1876410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1876434.250000 Penalty: 2894.929688
	Iteration 33Q: 3 clusters Score -1876434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1876456.750000 Penalty: 2894.929688
	Iteration 34Q: 3 clusters Score -1876457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1876467.875000 Penalty: 2894.929688
	Iteration 35Q: 3 clusters Score -1876468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1876478.875000 Penalty: 2894.929688
	Iteration 36Q: 3 clusters Score -1876479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1876488.250000 Penalty: 2894.929688
	Iteration 37Q: 3 clusters Score -1876488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1876496.000000 Penalty: 2894.929688
	Iteration 38Q: 3 clusters Score -1876496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1876499.500000 Penalty: 2894.929688
	Iteration 39Q: 3 clusters Score -1876500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1876502.125000 Penalty: 2894.929688
	Iteration 40F: 3 clusters Score -1876502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1876504.000000 Penalty: 2894.929688
	Iteration 41Q: 3 clusters Score -1876504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1876502.500000 Penalty: 2894.929688
	Iteration 42Q: 3 clusters Score -1876502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1876504.625000 Penalty: 2894.929688
	Iteration 43Q: 3 clusters Score -1876505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1876507.750000 Penalty: 2894.929688
	Iteration 44Q: 3 clusters Score -1876508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1876510.375000 Penalty: 2894.929688
	Iteration 45Q: 3 clusters Score -1876510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1876511.625000 Penalty: 2894.929688
	Iteration 46Q: 3 clusters Score -1876512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1876511.625000 Penalty: 2894.929688
	Iteration 47F: 3 clusters Score -1876512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Entering Unmasked Estep 
Score: -7082719.000000 Penalty: 1648.205688
	Iteration 0F: 2 clusters Score -7082719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -7040558.000000 Penalty: 3296.411377
	Iteration 0F: 3 clusters Score -7040558 nChanged 30073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -7057566.500000 Penalty: 3296.411377
	Iteration 1F: 3 clusters Score -7057566 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -7058717.000000 Penalty: 3296.411377
	Iteration 2Q: 3 clusters Score -7058717 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -7060015.000000 Penalty: 3296.411377
	Iteration 3Q: 3 clusters Score -7060015 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -7061688.500000 Penalty: 3296.411377
	Iteration 4F: 3 clusters Score -7061688 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -7063959.500000 Penalty: 3296.411377
	Iteration 5F: 3 clusters Score -7063960 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -7067286.000000 Penalty: 3296.411377
	Iteration 6F: 3 clusters Score -7067286 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -7071158.500000 Penalty: 3296.411377
	Iteration 7F: 3 clusters Score -7071158 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -7075070.000000 Penalty: 3296.411377
	Iteration 8F: 3 clusters Score -7075070 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -7078067.000000 Penalty: 3296.411377
	Iteration 9F: 3 clusters Score -7078067 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -7079841.000000 Penalty: 3296.411377
	Iteration 10Q: 3 clusters Score -7079841 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -7080677.000000 Penalty: 3296.411377
	Iteration 11Q: 3 clusters Score -7080677 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -7081011.500000 Penalty: 3296.411377
	Iteration 12Q: 3 clusters Score -7081012 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -7081174.500000 Penalty: 3296.411377
	Iteration 13Q: 3 clusters Score -7081174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -7081269.500000 Penalty: 3296.411377
	Iteration 14Q: 3 clusters Score -7081270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -7081314.500000 Penalty: 3296.411377
	Iteration 15Q: 3 clusters Score -7081314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -7081340.500000 Penalty: 3296.411377
	Iteration 16Q: 3 clusters Score -7081340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -7081374.000000 Penalty: 3296.411377
	Iteration 17Q: 3 clusters Score -7081374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -7081381.500000 Penalty: 3296.411377
	Iteration 18Q: 3 clusters Score -7081382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -7081398.000000 Penalty: 3296.411377
	Iteration 19Q: 3 clusters Score -7081398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -7081402.000000 Penalty: 3296.411377
	Iteration 20F: 3 clusters Score -7081402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -7081415.500000 Penalty: 3296.411377
	Iteration 21Q: 3 clusters Score -7081416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -7081429.500000 Penalty: 3296.411377
	Iteration 22Q: 3 clusters Score -7081430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -7081429.000000 Penalty: 3296.411377
	Iteration 23Q: 3 clusters Score -7081429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -7081427.500000 Penalty: 3296.411377
	Iteration 24Q: 3 clusters Score -7081428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -7081426.000000 Penalty: 3296.411377
	Iteration 25Q: 3 clusters Score -7081426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -7081432.000000 Penalty: 3296.411377
	Iteration 26Q: 3 clusters Score -7081432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -7081432.000000 Penalty: 3296.411377
	Iteration 27F: 3 clusters Score -7081432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Entering Unmasked Estep 
Score: -4459144.500000 Penalty: 1578.318848
	Iteration 0F: 2 clusters Score -4459144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4432878.500000 Penalty: 3156.637695
	Iteration 0F: 3 clusters Score -4432878 nChanged 18450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4442871.500000 Penalty: 3156.637695
	Iteration 1F: 3 clusters Score -4442872 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4443360.500000 Penalty: 3156.637695
	Iteration 2Q: 3 clusters Score -4443360 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4443837.000000 Penalty: 3156.637695
	Iteration 3Q: 3 clusters Score -4443837 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4444308.500000 Penalty: 3156.637695
	Iteration 4Q: 3 clusters Score -4444308 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4444829.000000 Penalty: 3156.637695
	Iteration 5Q: 3 clusters Score -4444829 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4445363.500000 Penalty: 3156.637695
	Iteration 6Q: 3 clusters Score -4445364 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4445949.000000 Penalty: 3156.637695
	Iteration 7Q: 3 clusters Score -4445949 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4446563.500000 Penalty: 3156.637695
	Iteration 8Q: 3 clusters Score -4446564 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4447343.000000 Penalty: 3156.637695
	Iteration 9Q: 3 clusters Score -4447343 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -4448299.000000 Penalty: 3156.637695
	Iteration 10Q: 3 clusters Score -4448299 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -4449370.500000 Penalty: 3156.637695
	Iteration 11Q: 3 clusters Score -4449370 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4450731.000000 Penalty: 3156.637695
	Iteration 12F: 3 clusters Score -4450731 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -4452352.000000 Penalty: 3156.637695
	Iteration 13F: 3 clusters Score -4452352 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4454060.500000 Penalty: 3156.637695
	Iteration 14F: 3 clusters Score -4454060 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4455629.500000 Penalty: 3156.637695
	Iteration 15Q: 3 clusters Score -4455630 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4456743.500000 Penalty: 3156.637695
	Iteration 16Q: 3 clusters Score -4456744 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4457382.500000 Penalty: 3156.637695
	Iteration 17Q: 3 clusters Score -4457382 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4457695.500000 Penalty: 3156.637695
	Iteration 18Q: 3 clusters Score -4457696 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4457830.500000 Penalty: 3156.637695
	Iteration 19Q: 3 clusters Score -4457830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4457920.500000 Penalty: 3156.637695
	Iteration 20F: 3 clusters Score -4457920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4457973.000000 Penalty: 3156.637695
	Iteration 21Q: 3 clusters Score -4457973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4458003.500000 Penalty: 3156.637695
	Iteration 22Q: 3 clusters Score -4458004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4458013.000000 Penalty: 3156.637695
	Iteration 23Q: 3 clusters Score -4458013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4458016.000000 Penalty: 3156.637695
	Iteration 24Q: 3 clusters Score -4458016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4458029.000000 Penalty: 3156.637695
	Iteration 25Q: 3 clusters Score -4458029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4458028.500000 Penalty: 3156.637695
	Iteration 26Q: 3 clusters Score -4458028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4458033.000000 Penalty: 3156.637695
	Iteration 27Q: 3 clusters Score -4458033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4458035.000000 Penalty: 3156.637695
	Iteration 28Q: 3 clusters Score -4458035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4458035.000000 Penalty: 3156.637695
	Iteration 29F: 3 clusters Score -4458035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -206652.187500 Penalty: 1124.862427
	Iteration 0F: 2 clusters Score -206652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -204817.203125 Penalty: 2249.724854
	Iteration 0F: 3 clusters Score -204817.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -205301.578125 Penalty: 2249.724854
	Iteration 1F: 3 clusters Score -205301.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -205442.375000 Penalty: 2249.724854
	Iteration 2F: 3 clusters Score -205442.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -205503.390625 Penalty: 2249.724854
	Iteration 3Q: 3 clusters Score -205503.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205534.250000 Penalty: 2249.724854
	Iteration 4Q: 3 clusters Score -205534.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -205549.515625 Penalty: 2249.724854
	Iteration 5Q: 3 clusters Score -205549.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -205558.218750 Penalty: 2249.724854
	Iteration 6Q: 3 clusters Score -205558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -205563.781250 Penalty: 2249.724854
	Iteration 7Q: 3 clusters Score -205563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -205569.109375 Penalty: 2249.724854
	Iteration 8Q: 3 clusters Score -205569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -205572.578125 Penalty: 2249.724854
	Iteration 9Q: 3 clusters Score -205572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -205576.203125 Penalty: 2249.724854
	Iteration 10Q: 3 clusters Score -205576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -205579.640625 Penalty: 2249.724854
	Iteration 11Q: 3 clusters Score -205579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -205582.671875 Penalty: 2249.724854
	Iteration 12Q: 3 clusters Score -205582.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -205584.265625 Penalty: 2249.724854
	Iteration 13Q: 3 clusters Score -205584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -205584.703125 Penalty: 2249.724854
	Iteration 14Q: 3 clusters Score -205584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -205585.328125 Penalty: 2249.724854
	Iteration 15Q: 3 clusters Score -205585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -205585.734375 Penalty: 2249.724854
	Iteration 16Q: 3 clusters Score -205585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -205586.312500 Penalty: 2249.724854
	Iteration 17Q: 3 clusters Score -205586.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -205586.312500 Penalty: 2249.724854
	Iteration 18F: 3 clusters Score -205586.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Entering Unmasked Estep 
Score: -424256.281250 Penalty: 1241.308228
	Iteration 0F: 2 clusters Score -424256.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -421092.968750 Penalty: 2482.616455
	Iteration 0F: 3 clusters Score -421093 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -422100.843750 Penalty: 2482.616455
	Iteration 1F: 3 clusters Score -422100.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -422300.656250 Penalty: 2482.616455
	Iteration 2F: 3 clusters Score -422300.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -422423.687500 Penalty: 2482.616455
	Iteration 3Q: 3 clusters Score -422423.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -422519.218750 Penalty: 2482.616455
	Iteration 4Q: 3 clusters Score -422519.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -422599.531250 Penalty: 2482.616455
	Iteration 5Q: 3 clusters Score -422599.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -422677.750000 Penalty: 2482.616455
	Iteration 6Q: 3 clusters Score -422677.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -422734.218750 Penalty: 2482.616455
	Iteration 7Q: 3 clusters Score -422734.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -422785.593750 Penalty: 2482.616455
	Iteration 8Q: 3 clusters Score -422785.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -422833.312500 Penalty: 2482.616455
	Iteration 9Q: 3 clusters Score -422833.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -422889.031250 Penalty: 2482.616455
	Iteration 10Q: 3 clusters Score -422889 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -422936.187500 Penalty: 2482.616455
	Iteration 11Q: 3 clusters Score -422936.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -422989.500000 Penalty: 2482.616455
	Iteration 12Q: 3 clusters Score -422989.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -423043.906250 Penalty: 2482.616455
	Iteration 13Q: 3 clusters Score -423043.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -423108.593750 Penalty: 2482.616455
	Iteration 14Q: 3 clusters Score -423108.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -423181.156250 Penalty: 2482.616455
	Iteration 15Q: 3 clusters Score -423181.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -423253.968750 Penalty: 2482.616455
	Iteration 16Q: 3 clusters Score -423254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -423315.812500 Penalty: 2482.616455
	Iteration 17Q: 3 clusters Score -423315.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -423372.437500 Penalty: 2482.616455
	Iteration 18Q: 3 clusters Score -423372.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -423424.906250 Penalty: 2482.616455
	Iteration 19Q: 3 clusters Score -423424.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -423538.312500 Penalty: 2482.616455
	Iteration 20F: 3 clusters Score -423538.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -423598.718750 Penalty: 2482.616455
	Iteration 21Q: 3 clusters Score -423598.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -423647.093750 Penalty: 2482.616455
	Iteration 22Q: 3 clusters Score -423647.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -423682.250000 Penalty: 2482.616455
	Iteration 23Q: 3 clusters Score -423682.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -423719.281250 Penalty: 2482.616455
	Iteration 24Q: 3 clusters Score -423719.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -423743.468750 Penalty: 2482.616455
	Iteration 25Q: 3 clusters Score -423743.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -423760.062500 Penalty: 2482.616455
	Iteration 26Q: 3 clusters Score -423760.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -423772.812500 Penalty: 2482.616455
	Iteration 27Q: 3 clusters Score -423772.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -423789.750000 Penalty: 2482.616455
	Iteration 28Q: 3 clusters Score -423789.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -423805.000000 Penalty: 2482.616455
	Iteration 29Q: 3 clusters Score -423805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -423813.343750 Penalty: 2482.616455
	Iteration 30Q: 3 clusters Score -423813.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -423819.781250 Penalty: 2482.616455
	Iteration 31Q: 3 clusters Score -423819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -423824.187500 Penalty: 2482.616455
	Iteration 32Q: 3 clusters Score -423824.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -423829.437500 Penalty: 2482.616455
	Iteration 33Q: 3 clusters Score -423829.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -423835.062500 Penalty: 2482.616455
	Iteration 34Q: 3 clusters Score -423835.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -423840.062500 Penalty: 2482.616455
	Iteration 35Q: 3 clusters Score -423840.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -423846.843750 Penalty: 2482.616455
	Iteration 36Q: 3 clusters Score -423846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -423851.750000 Penalty: 2482.616455
	Iteration 37Q: 3 clusters Score -423851.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -423856.281250 Penalty: 2482.616455
	Iteration 38Q: 3 clusters Score -423856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -423859.906250 Penalty: 2482.616455
	Iteration 39Q: 3 clusters Score -423859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -423862.375000 Penalty: 2482.616455
	Iteration 40F: 3 clusters Score -423862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -423864.937500 Penalty: 2482.616455
	Iteration 41Q: 3 clusters Score -423864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -423867.750000 Penalty: 2482.616455
	Iteration 42Q: 3 clusters Score -423867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -423869.093750 Penalty: 2482.616455
	Iteration 43Q: 3 clusters Score -423869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -423870.500000 Penalty: 2482.616455
	Iteration 44Q: 3 clusters Score -423870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -423870.500000 Penalty: 2482.616455
	Iteration 45F: 3 clusters Score -423870.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Entering Unmasked Estep 
Score: -9712606.000000 Penalty: 1693.542725
	Iteration 0F: 2 clusters Score -9712606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -9654968.000000 Penalty: 3387.085449
	Iteration 0F: 3 clusters Score -9654968 nChanged 41285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -9678857.000000 Penalty: 3387.085449
	Iteration 1F: 3 clusters Score -9678857 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -9679847.000000 Penalty: 3387.085449
	Iteration 2Q: 3 clusters Score -9679847 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -9681053.000000 Penalty: 3387.085449
	Iteration 3Q: 3 clusters Score -9681053 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -9682496.000000 Penalty: 3387.085449
	Iteration 4Q: 3 clusters Score -9682496 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -9684501.000000 Penalty: 3387.085449
	Iteration 5Q: 3 clusters Score -9684501 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -9687218.000000 Penalty: 3387.085449
	Iteration 6F: 3 clusters Score -9687218 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -9690906.000000 Penalty: 3387.085449
	Iteration 7F: 3 clusters Score -9690906 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -9695575.000000 Penalty: 3387.085449
	Iteration 8F: 3 clusters Score -9695575 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -9700572.000000 Penalty: 3387.085449
	Iteration 9F: 3 clusters Score -9700572 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -9705142.000000 Penalty: 3387.085449
	Iteration 10F: 3 clusters Score -9705142 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
Score: -9708122.000000 Penalty: 3387.085449
	Iteration 11Q: 3 clusters Score -9708122 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -9709948.000000 Penalty: 3387.085449
	Iteration 12Q: 3 clusters Score -9709948 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -9710928.000000 Penalty: 3387.085449
	Iteration 13Q: 3 clusters Score -9710928 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -9711421.000000 Penalty: 3387.085449
	Iteration 14Q: 3 clusters Score -9711421 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -9711661.000000 Penalty: 3387.085449
	Iteration 15Q: 3 clusters Score -9711661 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -9711814.000000 Penalty: 3387.085449
	Iteration 16Q: 3 clusters Score -9711814 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 85846 members 
Entering Unmasked Estep 
Score: -9711900.000000 Penalty: 3387.085449
	Iteration 17Q: 3 clusters Score -9711900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -9711955.000000 Penalty: 3387.085449
	Iteration 18Q: 3 clusters Score -9711955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -9712002.000000 Penalty: 3387.085449
	Iteration 19Q: 3 clusters Score -9712002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -9712020.000000 Penalty: 3387.085449
	Iteration 20F: 3 clusters Score -9712020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -9712046.000000 Penalty: 3387.085449
	Iteration 21Q: 3 clusters Score -9712046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 86080 members 
Entering Unmasked Estep 
Score: -9712053.000000 Penalty: 3387.085449
	Iteration 22Q: 3 clusters Score -9712053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -9712076.000000 Penalty: 3387.085449
	Iteration 23Q: 3 clusters Score -9712076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -9712092.000000 Penalty: 3387.085449
	Iteration 24Q: 3 clusters Score -9712092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -9712101.000000 Penalty: 3387.085449
	Iteration 25Q: 3 clusters Score -9712101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -9712101.000000 Penalty: 3387.085449
	Iteration 26Q: 3 clusters Score -9712101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -9712100.000000 Penalty: 3387.085449
	Iteration 27Q: 3 clusters Score -9712100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -9712099.000000 Penalty: 3387.085449
	Iteration 28Q: 3 clusters Score -9712099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -9712098.000000 Penalty: 3387.085449
	Iteration 29Q: 3 clusters Score -9712098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -9712094.000000 Penalty: 3387.085449
	Iteration 30Q: 3 clusters Score -9712094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -9712094.000000 Penalty: 3387.085449
	Iteration 31F: 3 clusters Score -9712094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Entering Unmasked Estep 
Score: -4072791.500000 Penalty: 1563.642456
	Iteration 0F: 2 clusters Score -4072792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -4048964.500000 Penalty: 3127.284912
	Iteration 0F: 3 clusters Score -4048964 nChanged 16670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4058084.250000 Penalty: 3127.284912
	Iteration 1F: 3 clusters Score -4058084 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4058705.000000 Penalty: 3127.284912
	Iteration 2Q: 3 clusters Score -4058705 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4059373.250000 Penalty: 3127.284912
	Iteration 3Q: 3 clusters Score -4059373 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -4060124.500000 Penalty: 3127.284912
	Iteration 4Q: 3 clusters Score -4060124 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4061123.500000 Penalty: 3127.284912
	Iteration 5F: 3 clusters Score -4061124 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -4062434.250000 Penalty: 3127.284912
	Iteration 6F: 3 clusters Score -4062434 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4064014.500000 Penalty: 3127.284912
	Iteration 7F: 3 clusters Score -4064014 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -4065789.750000 Penalty: 3127.284912
	Iteration 8F: 3 clusters Score -4065790 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4067550.750000 Penalty: 3127.284912
	Iteration 9F: 3 clusters Score -4067551 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4069083.750000 Penalty: 3127.284912
	Iteration 10Q: 3 clusters Score -4069084 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4070146.000000 Penalty: 3127.284912
	Iteration 11Q: 3 clusters Score -4070146 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4070740.750000 Penalty: 3127.284912
	Iteration 12Q: 3 clusters Score -4070741 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4071055.000000 Penalty: 3127.284912
	Iteration 13Q: 3 clusters Score -4071055 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4071291.500000 Penalty: 3127.284912
	Iteration 14Q: 3 clusters Score -4071292 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4071408.500000 Penalty: 3127.284912
	Iteration 15Q: 3 clusters Score -4071408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4071468.500000 Penalty: 3127.284912
	Iteration 16Q: 3 clusters Score -4071468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4071497.750000 Penalty: 3127.284912
	Iteration 17Q: 3 clusters Score -4071498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4071531.250000 Penalty: 3127.284912
	Iteration 18Q: 3 clusters Score -4071531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4071551.250000 Penalty: 3127.284912
	Iteration 19Q: 3 clusters Score -4071551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4071565.000000 Penalty: 3127.284912
	Iteration 20F: 3 clusters Score -4071565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4071571.750000 Penalty: 3127.284912
	Iteration 21Q: 3 clusters Score -4071572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4071573.750000 Penalty: 3127.284912
	Iteration 22Q: 3 clusters Score -4071574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4071575.000000 Penalty: 3127.284912
	Iteration 23Q: 3 clusters Score -4071575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4071577.750000 Penalty: 3127.284912
	Iteration 24Q: 3 clusters Score -4071578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4071579.250000 Penalty: 3127.284912
	Iteration 25Q: 3 clusters Score -4071579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4071579.250000 Penalty: 3127.284912
	Iteration 26F: 3 clusters Score -4071579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -190655.125000 Penalty: 1118.283325
	Iteration 0F: 2 clusters Score -190655.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -188870.484375 Penalty: 2236.566650
	Iteration 0F: 3 clusters Score -188870.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -189390.562500 Penalty: 2236.566650
	Iteration 1F: 3 clusters Score -189390.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -189526.296875 Penalty: 2236.566650
	Iteration 2F: 3 clusters Score -189526.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -189568.453125 Penalty: 2236.566650
	Iteration 3Q: 3 clusters Score -189568.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -189592.906250 Penalty: 2236.566650
	Iteration 4Q: 3 clusters Score -189592.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -189609.687500 Penalty: 2236.566650
	Iteration 5Q: 3 clusters Score -189609.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -189625.046875 Penalty: 2236.566650
	Iteration 6Q: 3 clusters Score -189625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -189634.093750 Penalty: 2236.566650
	Iteration 7Q: 3 clusters Score -189634.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -189639.593750 Penalty: 2236.566650
	Iteration 8Q: 3 clusters Score -189639.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -189649.000000 Penalty: 2236.566650
	Iteration 9Q: 3 clusters Score -189649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -189658.015625 Penalty: 2236.566650
	Iteration 10Q: 3 clusters Score -189658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -189667.859375 Penalty: 2236.566650
	Iteration 11Q: 3 clusters Score -189667.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -189674.281250 Penalty: 2236.566650
	Iteration 12Q: 3 clusters Score -189674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -189678.000000 Penalty: 2236.566650
	Iteration 13Q: 3 clusters Score -189678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -189682.343750 Penalty: 2236.566650
	Iteration 14Q: 3 clusters Score -189682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -189683.093750 Penalty: 2236.566650
	Iteration 15Q: 3 clusters Score -189683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -189683.875000 Penalty: 2236.566650
	Iteration 16Q: 3 clusters Score -189683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -189683.875000 Penalty: 2236.566650
	Iteration 17F: 3 clusters Score -189683.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (91262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Entering Unmasked Estep 
Score: -10097110.000000 Penalty: 1699.517700
	Iteration 0F: 2 clusters Score -1.009711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -10037174.000000 Penalty: 3399.035400
	Iteration 0F: 3 clusters Score -1.003717e+07 nChanged 43236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -10062230.000000 Penalty: 3399.035400
	Iteration 1F: 3 clusters Score -1.006223e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -10063801.000000 Penalty: 3399.035400
	Iteration 2Q: 3 clusters Score -1.00638e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -10066180.000000 Penalty: 3399.035400
	Iteration 3F: 3 clusters Score -1.006618e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -10069819.000000 Penalty: 3399.035400
	Iteration 4F: 3 clusters Score -1.006982e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -10075017.000000 Penalty: 3399.035400
	Iteration 5F: 3 clusters Score -1.007502e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -10081379.000000 Penalty: 3399.035400
	Iteration 6F: 3 clusters Score -1.008138e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -10087083.000000 Penalty: 3399.035400
	Iteration 7F: 3 clusters Score -1.008708e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -10090928.000000 Penalty: 3399.035400
	Iteration 8F: 3 clusters Score -1.009093e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -10093229.000000 Penalty: 3399.035400
	Iteration 9Q: 3 clusters Score -1.009323e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10094437.000000 Penalty: 3399.035400
	Iteration 10Q: 3 clusters Score -1.009444e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10095015.000000 Penalty: 3399.035400
	Iteration 11Q: 3 clusters Score -1.009502e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10095345.000000 Penalty: 3399.035400
	Iteration 12Q: 3 clusters Score -1.009534e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10095496.000000 Penalty: 3399.035400
	Iteration 13Q: 3 clusters Score -1.00955e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10095585.000000 Penalty: 3399.035400
	Iteration 14Q: 3 clusters Score -1.009558e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10095652.000000 Penalty: 3399.035400
	Iteration 15Q: 3 clusters Score -1.009565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10095683.000000 Penalty: 3399.035400
	Iteration 16Q: 3 clusters Score -1.009568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90848 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10095707.000000 Penalty: 3399.035400
	Iteration 17Q: 3 clusters Score -1.009571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10095717.000000 Penalty: 3399.035400
	Iteration 18Q: 3 clusters Score -1.009572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10095720.000000 Penalty: 3399.035400
	Iteration 19Q: 3 clusters Score -1.009572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10095728.000000 Penalty: 3399.035400
	Iteration 20F: 3 clusters Score -1.009573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10095729.000000 Penalty: 3399.035400
	Iteration 21Q: 3 clusters Score -1.009573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10095730.000000 Penalty: 3399.035400
	Iteration 22Q: 3 clusters Score -1.009573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10095736.000000 Penalty: 3399.035400
	Iteration 23Q: 3 clusters Score -1.009574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10095743.000000 Penalty: 3399.035400
	Iteration 24Q: 3 clusters Score -1.009574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10095746.000000 Penalty: 3399.035400
	Iteration 25Q: 3 clusters Score -1.009575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10095748.000000 Penalty: 3399.035400
	Iteration 26Q: 3 clusters Score -1.009575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10095746.000000 Penalty: 3399.035400
	Iteration 27Q: 3 clusters Score -1.009575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10095750.000000 Penalty: 3399.035400
	Iteration 28Q: 3 clusters Score -1.009575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10095751.000000 Penalty: 3399.035400
	Iteration 29Q: 3 clusters Score -1.009575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10095757.000000 Penalty: 3399.035400
	Iteration 30Q: 3 clusters Score -1.009576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90896 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10095758.000000 Penalty: 3399.035400
	Iteration 31Q: 3 clusters Score -1.009576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10095765.000000 Penalty: 3399.035400
	Iteration 32Q: 3 clusters Score -1.009576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10095773.000000 Penalty: 3399.035400
	Iteration 33Q: 3 clusters Score -1.009577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10095770.000000 Penalty: 3399.035400
	Iteration 34Q: 3 clusters Score -1.009577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10095771.000000 Penalty: 3399.035400
	Iteration 35Q: 3 clusters Score -1.009577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10095771.000000 Penalty: 3399.035400
	Iteration 36F: 3 clusters Score -1.009577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Entering Unmasked Estep 
Score: -563239.625000 Penalty: 1259.003662
	Iteration 0F: 2 clusters Score -563239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -559691.750000 Penalty: 2518.007324
	Iteration 0F: 3 clusters Score -559691.8 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -560715.375000 Penalty: 2518.007324
	Iteration 1F: 3 clusters Score -560715.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -560893.562500 Penalty: 2518.007324
	Iteration 2F: 3 clusters Score -560893.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -560991.250000 Penalty: 2518.007324
	Iteration 3Q: 3 clusters Score -560991.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -561071.312500 Penalty: 2518.007324
	Iteration 4Q: 3 clusters Score -561071.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -561130.937500 Penalty: 2518.007324
	Iteration 5Q: 3 clusters Score -561130.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -561178.000000 Penalty: 2518.007324
	Iteration 6Q: 3 clusters Score -561178 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -561215.437500 Penalty: 2518.007324
	Iteration 7Q: 3 clusters Score -561215.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -561250.312500 Penalty: 2518.007324
	Iteration 8Q: 3 clusters Score -561250.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -561275.375000 Penalty: 2518.007324
	Iteration 9Q: 3 clusters Score -561275.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -561299.750000 Penalty: 2518.007324
	Iteration 10Q: 3 clusters Score -561299.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -561320.500000 Penalty: 2518.007324
	Iteration 11Q: 3 clusters Score -561320.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -561341.000000 Penalty: 2518.007324
	Iteration 12Q: 3 clusters Score -561341 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -561362.125000 Penalty: 2518.007324
	Iteration 13Q: 3 clusters Score -561362.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -561384.687500 Penalty: 2518.007324
	Iteration 14Q: 3 clusters Score -561384.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -561412.562500 Penalty: 2518.007324
	Iteration 15Q: 3 clusters Score -561412.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -561434.812500 Penalty: 2518.007324
	Iteration 16Q: 3 clusters Score -561434.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -561458.000000 Penalty: 2518.007324
	Iteration 17Q: 3 clusters Score -561458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -561478.875000 Penalty: 2518.007324
	Iteration 18Q: 3 clusters Score -561478.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -561508.062500 Penalty: 2518.007324
	Iteration 19Q: 3 clusters Score -561508.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -561540.500000 Penalty: 2518.007324
	Iteration 20F: 3 clusters Score -561540.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -561583.250000 Penalty: 2518.007324
	Iteration 21Q: 3 clusters Score -561583.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -561618.000000 Penalty: 2518.007324
	Iteration 22Q: 3 clusters Score -561618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -561658.625000 Penalty: 2518.007324
	Iteration 23Q: 3 clusters Score -561658.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -561696.250000 Penalty: 2518.007324
	Iteration 24Q: 3 clusters Score -561696.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -561741.750000 Penalty: 2518.007324
	Iteration 25Q: 3 clusters Score -561741.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -561786.687500 Penalty: 2518.007324
	Iteration 26Q: 3 clusters Score -561786.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -561831.750000 Penalty: 2518.007324
	Iteration 27Q: 3 clusters Score -561831.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -561865.625000 Penalty: 2518.007324
	Iteration 28Q: 3 clusters Score -561865.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -561895.562500 Penalty: 2518.007324
	Iteration 29Q: 3 clusters Score -561895.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -561920.187500 Penalty: 2518.007324
	Iteration 30Q: 3 clusters Score -561920.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -561950.437500 Penalty: 2518.007324
	Iteration 31Q: 3 clusters Score -561950.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -561983.250000 Penalty: 2518.007324
	Iteration 32Q: 3 clusters Score -561983.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -562007.625000 Penalty: 2518.007324
	Iteration 33Q: 3 clusters Score -562007.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -562029.875000 Penalty: 2518.007324
	Iteration 34Q: 3 clusters Score -562029.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -562054.250000 Penalty: 2518.007324
	Iteration 35Q: 3 clusters Score -562054.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -562072.625000 Penalty: 2518.007324
	Iteration 36Q: 3 clusters Score -562072.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -562094.125000 Penalty: 2518.007324
	Iteration 37Q: 3 clusters Score -562094.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -562111.062500 Penalty: 2518.007324
	Iteration 38Q: 3 clusters Score -562111.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -562126.125000 Penalty: 2518.007324
	Iteration 39Q: 3 clusters Score -562126.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -562137.812500 Penalty: 2518.007324
	Iteration 40F: 3 clusters Score -562137.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -562150.562500 Penalty: 2518.007324
	Iteration 41Q: 3 clusters Score -562150.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -562162.062500 Penalty: 2518.007324
	Iteration 42Q: 3 clusters Score -562162.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -562172.000000 Penalty: 2518.007324
	Iteration 43Q: 3 clusters Score -562172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -562181.062500 Penalty: 2518.007324
	Iteration 44Q: 3 clusters Score -562181.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -562185.812500 Penalty: 2518.007324
	Iteration 45Q: 3 clusters Score -562185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -562189.062500 Penalty: 2518.007324
	Iteration 46Q: 3 clusters Score -562189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -562195.250000 Penalty: 2518.007324
	Iteration 47Q: 3 clusters Score -562195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -562201.062500 Penalty: 2518.007324
	Iteration 48Q: 3 clusters Score -562201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -562202.750000 Penalty: 2518.007324
	Iteration 49Q: 3 clusters Score -562202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -562205.937500 Penalty: 2518.007324
	Iteration 50Q: 3 clusters Score -562205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -562207.812500 Penalty: 2518.007324
	Iteration 51Q: 3 clusters Score -562207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -562209.000000 Penalty: 2518.007324
	Iteration 52Q: 3 clusters Score -562209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -562209.250000 Penalty: 2518.007324
	Iteration 53Q: 3 clusters Score -562209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -562211.375000 Penalty: 2518.007324
	Iteration 54Q: 3 clusters Score -562211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -562211.937500 Penalty: 2518.007324
	Iteration 55Q: 3 clusters Score -562211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -562214.312500 Penalty: 2518.007324
	Iteration 56Q: 3 clusters Score -562214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -562217.750000 Penalty: 2518.007324
	Iteration 57Q: 3 clusters Score -562217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -562220.625000 Penalty: 2518.007324
	Iteration 58Q: 3 clusters Score -562220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -562222.875000 Penalty: 2518.007324
	Iteration 59Q: 3 clusters Score -562222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -562223.500000 Penalty: 2518.007324
	Iteration 60F: 3 clusters Score -562223.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Entering Unmasked Estep 
Score: -2236095.750000 Penalty: 1479.353394
	Iteration 0F: 2 clusters Score -2236096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2222556.000000 Penalty: 2958.706787
	Iteration 0F: 3 clusters Score -2222556 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2227479.750000 Penalty: 2958.706787
	Iteration 1F: 3 clusters Score -2227480 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2227994.500000 Penalty: 2958.706787
	Iteration 2F: 3 clusters Score -2227994 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2228460.750000 Penalty: 2958.706787
	Iteration 3F: 3 clusters Score -2228461 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2228936.000000 Penalty: 2958.706787
	Iteration 4Q: 3 clusters Score -2228936 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2229449.750000 Penalty: 2958.706787
	Iteration 5Q: 3 clusters Score -2229450 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2229989.250000 Penalty: 2958.706787
	Iteration 6Q: 3 clusters Score -2229989 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2230555.500000 Penalty: 2958.706787
	Iteration 7Q: 3 clusters Score -2230556 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2231126.000000 Penalty: 2958.706787
	Iteration 8Q: 3 clusters Score -2231126 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2231717.750000 Penalty: 2958.706787
	Iteration 9Q: 3 clusters Score -2231718 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2232286.000000 Penalty: 2958.706787
	Iteration 10Q: 3 clusters Score -2232286 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2232754.000000 Penalty: 2958.706787
	Iteration 11Q: 3 clusters Score -2232754 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2233157.500000 Penalty: 2958.706787
	Iteration 12Q: 3 clusters Score -2233158 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2233481.750000 Penalty: 2958.706787
	Iteration 13Q: 3 clusters Score -2233482 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2233732.250000 Penalty: 2958.706787
	Iteration 14Q: 3 clusters Score -2233732 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2233953.250000 Penalty: 2958.706787
	Iteration 15Q: 3 clusters Score -2233953 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2234136.750000 Penalty: 2958.706787
	Iteration 16Q: 3 clusters Score -2234137 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2234282.250000 Penalty: 2958.706787
	Iteration 17Q: 3 clusters Score -2234282 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2234418.250000 Penalty: 2958.706787
	Iteration 18Q: 3 clusters Score -2234418 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2234537.750000 Penalty: 2958.706787
	Iteration 19Q: 3 clusters Score -2234538 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2234629.500000 Penalty: 2958.706787
	Iteration 20F: 3 clusters Score -2234630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2234695.500000 Penalty: 2958.706787
	Iteration 21Q: 3 clusters Score -2234696 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2234745.250000 Penalty: 2958.706787
	Iteration 22Q: 3 clusters Score -2234745 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2234786.750000 Penalty: 2958.706787
	Iteration 23Q: 3 clusters Score -2234787 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2234814.000000 Penalty: 2958.706787
	Iteration 24Q: 3 clusters Score -2234814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2234834.000000 Penalty: 2958.706787
	Iteration 25Q: 3 clusters Score -2234834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2234847.250000 Penalty: 2958.706787
	Iteration 26Q: 3 clusters Score -2234847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2234855.000000 Penalty: 2958.706787
	Iteration 27Q: 3 clusters Score -2234855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2234866.250000 Penalty: 2958.706787
	Iteration 28Q: 3 clusters Score -2234866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2234875.000000 Penalty: 2958.706787
	Iteration 29Q: 3 clusters Score -2234875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2234882.000000 Penalty: 2958.706787
	Iteration 30Q: 3 clusters Score -2234882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2234898.500000 Penalty: 2958.706787
	Iteration 31Q: 3 clusters Score -2234898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2234902.500000 Penalty: 2958.706787
	Iteration 32Q: 3 clusters Score -2234902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2234906.250000 Penalty: 2958.706787
	Iteration 33Q: 3 clusters Score -2234906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2234903.500000 Penalty: 2958.706787
	Iteration 34Q: 3 clusters Score -2234904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2234907.000000 Penalty: 2958.706787
	Iteration 35Q: 3 clusters Score -2234907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2234911.250000 Penalty: 2958.706787
	Iteration 36Q: 3 clusters Score -2234911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2234910.500000 Penalty: 2958.706787
	Iteration 37Q: 3 clusters Score -2234910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2234912.750000 Penalty: 2958.706787
	Iteration 38Q: 3 clusters Score -2234913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2234912.500000 Penalty: 2958.706787
	Iteration 39Q: 3 clusters Score -2234912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2234914.750000 Penalty: 2958.706787
	Iteration 40F: 3 clusters Score -2234915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2234915.250000 Penalty: 2958.706787
	Iteration 41Q: 3 clusters Score -2234915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2234915.250000 Penalty: 2958.706787
	Iteration 42F: 3 clusters Score -2234915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Entering Unmasked Estep 
Score: -4227266.500000 Penalty: 1568.864624
	Iteration 0F: 2 clusters Score -4227266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4202511.500000 Penalty: 3137.729248
	Iteration 0F: 3 clusters Score -4202512 nChanged 17267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -4211982.000000 Penalty: 3137.729248
	Iteration 1F: 3 clusters Score -4211982 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4212587.000000 Penalty: 3137.729248
	Iteration 2Q: 3 clusters Score -4212587 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4213265.000000 Penalty: 3137.729248
	Iteration 3Q: 3 clusters Score -4213265 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -4213982.000000 Penalty: 3137.729248
	Iteration 4Q: 3 clusters Score -4213982 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4214763.000000 Penalty: 3137.729248
	Iteration 5Q: 3 clusters Score -4214763 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4215587.000000 Penalty: 3137.729248
	Iteration 6Q: 3 clusters Score -4215587 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -4216401.000000 Penalty: 3137.729248
	Iteration 7Q: 3 clusters Score -4216401 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4217162.500000 Penalty: 3137.729248
	Iteration 8Q: 3 clusters Score -4217162 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4217841.500000 Penalty: 3137.729248
	Iteration 9Q: 3 clusters Score -4217842 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4218475.000000 Penalty: 3137.729248
	Iteration 10Q: 3 clusters Score -4218475 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4219004.000000 Penalty: 3137.729248
	Iteration 11Q: 3 clusters Score -4219004 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4219478.500000 Penalty: 3137.729248
	Iteration 12Q: 3 clusters Score -4219478 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -4219937.000000 Penalty: 3137.729248
	Iteration 13Q: 3 clusters Score -4219937 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4220389.500000 Penalty: 3137.729248
	Iteration 14Q: 3 clusters Score -4220390 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4220859.000000 Penalty: 3137.729248
	Iteration 15Q: 3 clusters Score -4220859 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4221276.500000 Penalty: 3137.729248
	Iteration 16Q: 3 clusters Score -4221276 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4221651.000000 Penalty: 3137.729248
	Iteration 17Q: 3 clusters Score -4221651 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -4221983.000000 Penalty: 3137.729248
	Iteration 18Q: 3 clusters Score -4221983 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -4222227.000000 Penalty: 3137.729248
	Iteration 19Q: 3 clusters Score -4222227 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4222401.500000 Penalty: 3137.729248
	Iteration 20F: 3 clusters Score -4222402 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4222537.000000 Penalty: 3137.729248
	Iteration 21Q: 3 clusters Score -4222537 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4222622.000000 Penalty: 3137.729248
	Iteration 22Q: 3 clusters Score -4222622 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -4222682.500000 Penalty: 3137.729248
	Iteration 23Q: 3 clusters Score -4222682 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4222767.500000 Penalty: 3137.729248
	Iteration 24Q: 3 clusters Score -4222768 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4222831.500000 Penalty: 3137.729248
	Iteration 25Q: 3 clusters Score -4222832 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -4222920.500000 Penalty: 3137.729248
	Iteration 26Q: 3 clusters Score -4222920 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4222976.500000 Penalty: 3137.729248
	Iteration 27Q: 3 clusters Score -4222976 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4223034.500000 Penalty: 3137.729248
	Iteration 28Q: 3 clusters Score -4223034 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4223068.500000 Penalty: 3137.729248
	Iteration 29Q: 3 clusters Score -4223068 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -4223121.000000 Penalty: 3137.729248
	Iteration 30Q: 3 clusters Score -4223121 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -4223149.500000 Penalty: 3137.729248
	Iteration 31Q: 3 clusters Score -4223150 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4223194.000000 Penalty: 3137.729248
	Iteration 32Q: 3 clusters Score -4223194 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -4223222.500000 Penalty: 3137.729248
	Iteration 33Q: 3 clusters Score -4223222 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4223254.500000 Penalty: 3137.729248
	Iteration 34Q: 3 clusters Score -4223254 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4223279.500000 Penalty: 3137.729248
	Iteration 35Q: 3 clusters Score -4223280 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4223322.500000 Penalty: 3137.729248
	Iteration 36Q: 3 clusters Score -4223322 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -4223357.000000 Penalty: 3137.729248
	Iteration 37Q: 3 clusters Score -4223357 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -4223387.000000 Penalty: 3137.729248
	Iteration 38Q: 3 clusters Score -4223387 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4223395.000000 Penalty: 3137.729248
	Iteration 39Q: 3 clusters Score -4223395 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4223419.500000 Penalty: 3137.729248
	Iteration 40F: 3 clusters Score -4223420 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4223429.500000 Penalty: 3137.729248
	Iteration 41Q: 3 clusters Score -4223430 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -4223447.000000 Penalty: 3137.729248
	Iteration 42Q: 3 clusters Score -4223447 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -4223444.000000 Penalty: 3137.729248
	Iteration 43Q: 3 clusters Score -4223444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -4223462.000000 Penalty: 3137.729248
	Iteration 44Q: 3 clusters Score -4223462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4223481.500000 Penalty: 3137.729248
	Iteration 45Q: 3 clusters Score -4223482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4223509.500000 Penalty: 3137.729248
	Iteration 46Q: 3 clusters Score -4223510 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4223515.500000 Penalty: 3137.729248
	Iteration 47Q: 3 clusters Score -4223516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4223526.000000 Penalty: 3137.729248
	Iteration 48Q: 3 clusters Score -4223526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4223538.500000 Penalty: 3137.729248
	Iteration 49Q: 3 clusters Score -4223538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4223554.500000 Penalty: 3137.729248
	Iteration 50Q: 3 clusters Score -4223554 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -4223554.500000 Penalty: 3137.729248
	Iteration 51Q: 3 clusters Score -4223554 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -4223571.500000 Penalty: 3137.729248
	Iteration 52Q: 3 clusters Score -4223572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4223569.000000 Penalty: 3137.729248
	Iteration 53Q: 3 clusters Score -4223569 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4223591.500000 Penalty: 3137.729248
	Iteration 54Q: 3 clusters Score -4223592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4223595.500000 Penalty: 3137.729248
	Iteration 55Q: 3 clusters Score -4223596 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -4223600.500000 Penalty: 3137.729248
	Iteration 56Q: 3 clusters Score -4223600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4223607.000000 Penalty: 3137.729248
	Iteration 57Q: 3 clusters Score -4223607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -4223602.500000 Penalty: 3137.729248
	Iteration 58Q: 3 clusters Score -4223602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -4223609.500000 Penalty: 3137.729248
	Iteration 59Q: 3 clusters Score -4223610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -4223612.000000 Penalty: 3137.729248
	Iteration 60F: 3 clusters Score -4223612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4223610.500000 Penalty: 3137.729248
	Iteration 61Q: 3 clusters Score -4223610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -4223617.500000 Penalty: 3137.729248
	Iteration 62Q: 3 clusters Score -4223618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -4223615.500000 Penalty: 3137.729248
	Iteration 63Q: 3 clusters Score -4223616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4223616.000000 Penalty: 3137.729248
	Iteration 64Q: 3 clusters Score -4223616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4223612.500000 Penalty: 3137.729248
	Iteration 65Q: 3 clusters Score -4223612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -4223619.500000 Penalty: 3137.729248
	Iteration 66Q: 3 clusters Score -4223620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -4223629.000000 Penalty: 3137.729248
	Iteration 67Q: 3 clusters Score -4223629 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4223631.000000 Penalty: 3137.729248
	Iteration 68Q: 3 clusters Score -4223631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4223639.000000 Penalty: 3137.729248
	Iteration 69Q: 3 clusters Score -4223639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4223648.500000 Penalty: 3137.729248
	Iteration 70Q: 3 clusters Score -4223648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4223654.000000 Penalty: 3137.729248
	Iteration 71Q: 3 clusters Score -4223654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -4223667.000000 Penalty: 3137.729248
	Iteration 72Q: 3 clusters Score -4223667 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4223668.000000 Penalty: 3137.729248
	Iteration 73Q: 3 clusters Score -4223668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -4223676.500000 Penalty: 3137.729248
	Iteration 74Q: 3 clusters Score -4223676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4223668.000000 Penalty: 3137.729248
	Iteration 75Q: 3 clusters Score -4223668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -4223669.000000 Penalty: 3137.729248
	Iteration 76Q: 3 clusters Score -4223669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -4223668.500000 Penalty: 3137.729248
	Iteration 77Q: 3 clusters Score -4223668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -4223678.000000 Penalty: 3137.729248
	Iteration 78Q: 3 clusters Score -4223678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -4223673.500000 Penalty: 3137.729248
	Iteration 79Q: 3 clusters Score -4223674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -4223676.000000 Penalty: 3137.729248
	Iteration 80F: 3 clusters Score -4223676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -4223687.500000 Penalty: 3137.729248
	Iteration 81Q: 3 clusters Score -4223688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4223696.500000 Penalty: 3137.729248
	Iteration 82Q: 3 clusters Score -4223696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -4223703.500000 Penalty: 3137.729248
	Iteration 83Q: 3 clusters Score -4223704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4223713.000000 Penalty: 3137.729248
	Iteration 84Q: 3 clusters Score -4223713 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -4223730.500000 Penalty: 3137.729248
	Iteration 85Q: 3 clusters Score -4223730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4223729.000000 Penalty: 3137.729248
	Iteration 86Q: 3 clusters Score -4223729 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4223748.500000 Penalty: 3137.729248
	Iteration 87Q: 3 clusters Score -4223748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -4223737.500000 Penalty: 3137.729248
	Iteration 88Q: 3 clusters Score -4223738 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -4223747.500000 Penalty: 3137.729248
	Iteration 89Q: 3 clusters Score -4223748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -4223766.000000 Penalty: 3137.729248
	Iteration 90Q: 3 clusters Score -4223766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -4223781.000000 Penalty: 3137.729248
	Iteration 91Q: 3 clusters Score -4223781 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4223792.500000 Penalty: 3137.729248
	Iteration 92Q: 3 clusters Score -4223792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -4223795.500000 Penalty: 3137.729248
	Iteration 93Q: 3 clusters Score -4223796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -4223795.500000 Penalty: 3137.729248
	Iteration 94Q: 3 clusters Score -4223796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -4223792.000000 Penalty: 3137.729248
	Iteration 95Q: 3 clusters Score -4223792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4223812.000000 Penalty: 3137.729248
	Iteration 96Q: 3 clusters Score -4223812 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -4223820.000000 Penalty: 3137.729248
	Iteration 97Q: 3 clusters Score -4223820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -4223826.000000 Penalty: 3137.729248
	Iteration 98Q: 3 clusters Score -4223826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4223823.000000 Penalty: 3137.729248
	Iteration 99Q: 3 clusters Score -4223823 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -4223849.500000 Penalty: 3137.729248
	Iteration 100F: 3 clusters Score -4223850 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4223865.000000 Penalty: 3137.729248
	Iteration 101Q: 3 clusters Score -4223865 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4223892.000000 Penalty: 3137.729248
	Iteration 102Q: 3 clusters Score -4223892 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -4223912.000000 Penalty: 3137.729248
	Iteration 103Q: 3 clusters Score -4223912 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -4223921.500000 Penalty: 3137.729248
	Iteration 104Q: 3 clusters Score -4223922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4223934.500000 Penalty: 3137.729248
	Iteration 105Q: 3 clusters Score -4223934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -4223951.000000 Penalty: 3137.729248
	Iteration 106Q: 3 clusters Score -4223951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -4223965.000000 Penalty: 3137.729248
	Iteration 107Q: 3 clusters Score -4223965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -4223969.500000 Penalty: 3137.729248
	Iteration 108Q: 3 clusters Score -4223970 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -4223980.000000 Penalty: 3137.729248
	Iteration 109Q: 3 clusters Score -4223980 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -4223991.500000 Penalty: 3137.729248
	Iteration 110Q: 3 clusters Score -4223992 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4224000.500000 Penalty: 3137.729248
	Iteration 111Q: 3 clusters Score -4224000 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -4224050.500000 Penalty: 3137.729248
	Iteration 112Q: 3 clusters Score -4224050 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -4224066.000000 Penalty: 3137.729248
	Iteration 113Q: 3 clusters Score -4224066 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -4224084.000000 Penalty: 3137.729248
	Iteration 114Q: 3 clusters Score -4224084 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -4224095.000000 Penalty: 3137.729248
	Iteration 115Q: 3 clusters Score -4224095 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4224120.000000 Penalty: 3137.729248
	Iteration 116Q: 3 clusters Score -4224120 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -4224137.000000 Penalty: 3137.729248
	Iteration 117Q: 3 clusters Score -4224137 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4224160.500000 Penalty: 3137.729248
	Iteration 118Q: 3 clusters Score -4224160 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -4224202.000000 Penalty: 3137.729248
	Iteration 119Q: 3 clusters Score -4224202 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -4224243.500000 Penalty: 3137.729248
	Iteration 120F: 3 clusters Score -4224244 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4224260.000000 Penalty: 3137.729248
	Iteration 121Q: 3 clusters Score -4224260 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -4224285.000000 Penalty: 3137.729248
	Iteration 122Q: 3 clusters Score -4224285 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4224310.000000 Penalty: 3137.729248
	Iteration 123Q: 3 clusters Score -4224310 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -4224339.500000 Penalty: 3137.729248
	Iteration 124Q: 3 clusters Score -4224340 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -4224359.500000 Penalty: 3137.729248
	Iteration 125Q: 3 clusters Score -4224360 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -4224380.500000 Penalty: 3137.729248
	Iteration 126Q: 3 clusters Score -4224380 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4224394.500000 Penalty: 3137.729248
	Iteration 127Q: 3 clusters Score -4224394 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -4224416.500000 Penalty: 3137.729248
	Iteration 128Q: 3 clusters Score -4224416 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4224451.000000 Penalty: 3137.729248
	Iteration 129Q: 3 clusters Score -4224451 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -4224485.500000 Penalty: 3137.729248
	Iteration 130Q: 3 clusters Score -4224486 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4224521.500000 Penalty: 3137.729248
	Iteration 131Q: 3 clusters Score -4224522 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -4224546.000000 Penalty: 3137.729248
	Iteration 132Q: 3 clusters Score -4224546 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -4224563.500000 Penalty: 3137.729248
	Iteration 133Q: 3 clusters Score -4224564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -4224584.000000 Penalty: 3137.729248
	Iteration 134Q: 3 clusters Score -4224584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -4224605.000000 Penalty: 3137.729248
	Iteration 135Q: 3 clusters Score -4224605 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -4224612.500000 Penalty: 3137.729248
	Iteration 136Q: 3 clusters Score -4224612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -4224640.000000 Penalty: 3137.729248
	Iteration 137Q: 3 clusters Score -4224640 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -4224648.000000 Penalty: 3137.729248
	Iteration 138Q: 3 clusters Score -4224648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -4224670.000000 Penalty: 3137.729248
	Iteration 139Q: 3 clusters Score -4224670 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -4224694.500000 Penalty: 3137.729248
	Iteration 140F: 3 clusters Score -4224694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -4224708.500000 Penalty: 3137.729248
	Iteration 141Q: 3 clusters Score -4224708 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4224713.000000 Penalty: 3137.729248
	Iteration 142Q: 3 clusters Score -4224713 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -4224723.000000 Penalty: 3137.729248
	Iteration 143Q: 3 clusters Score -4224723 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4224747.500000 Penalty: 3137.729248
	Iteration 144Q: 3 clusters Score -4224748 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -4224773.000000 Penalty: 3137.729248
	Iteration 145Q: 3 clusters Score -4224773 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4224800.000000 Penalty: 3137.729248
	Iteration 146Q: 3 clusters Score -4224800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4224819.000000 Penalty: 3137.729248
	Iteration 147Q: 3 clusters Score -4224819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -4224869.000000 Penalty: 3137.729248
	Iteration 148Q: 3 clusters Score -4224869 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4224870.000000 Penalty: 3137.729248
	Iteration 149Q: 3 clusters Score -4224870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4224888.000000 Penalty: 3137.729248
	Iteration 150Q: 3 clusters Score -4224888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4224896.000000 Penalty: 3137.729248
	Iteration 151Q: 3 clusters Score -4224896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4224910.000000 Penalty: 3137.729248
	Iteration 152Q: 3 clusters Score -4224910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4224923.500000 Penalty: 3137.729248
	Iteration 153Q: 3 clusters Score -4224924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4224945.000000 Penalty: 3137.729248
	Iteration 154Q: 3 clusters Score -4224945 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4224955.500000 Penalty: 3137.729248
	Iteration 155Q: 3 clusters Score -4224956 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4224962.500000 Penalty: 3137.729248
	Iteration 156Q: 3 clusters Score -4224962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4224975.500000 Penalty: 3137.729248
	Iteration 157Q: 3 clusters Score -4224976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4224987.500000 Penalty: 3137.729248
	Iteration 158Q: 3 clusters Score -4224988 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4225010.000000 Penalty: 3137.729248
	Iteration 159Q: 3 clusters Score -4225010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -4225034.000000 Penalty: 3137.729248
	Iteration 160F: 3 clusters Score -4225034 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4225036.500000 Penalty: 3137.729248
	Iteration 161Q: 3 clusters Score -4225036 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4225061.000000 Penalty: 3137.729248
	Iteration 162Q: 3 clusters Score -4225061 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4225083.000000 Penalty: 3137.729248
	Iteration 163Q: 3 clusters Score -4225083 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -4225090.500000 Penalty: 3137.729248
	Iteration 164Q: 3 clusters Score -4225090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4225101.000000 Penalty: 3137.729248
	Iteration 165Q: 3 clusters Score -4225101 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -4225111.000000 Penalty: 3137.729248
	Iteration 166Q: 3 clusters Score -4225111 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4225138.500000 Penalty: 3137.729248
	Iteration 167Q: 3 clusters Score -4225138 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -4225167.000000 Penalty: 3137.729248
	Iteration 168Q: 3 clusters Score -4225167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4225180.500000 Penalty: 3137.729248
	Iteration 169Q: 3 clusters Score -4225180 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4225190.500000 Penalty: 3137.729248
	Iteration 170Q: 3 clusters Score -4225190 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4225225.500000 Penalty: 3137.729248
	Iteration 171Q: 3 clusters Score -4225226 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4225251.500000 Penalty: 3137.729248
	Iteration 172Q: 3 clusters Score -4225252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -4225277.000000 Penalty: 3137.729248
	Iteration 173Q: 3 clusters Score -4225277 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -4225299.000000 Penalty: 3137.729248
	Iteration 174Q: 3 clusters Score -4225299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -4225316.500000 Penalty: 3137.729248
	Iteration 175Q: 3 clusters Score -4225316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4225340.500000 Penalty: 3137.729248
	Iteration 176Q: 3 clusters Score -4225340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -4225349.000000 Penalty: 3137.729248
	Iteration 177Q: 3 clusters Score -4225349 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4225372.500000 Penalty: 3137.729248
	Iteration 178Q: 3 clusters Score -4225372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4225390.500000 Penalty: 3137.729248
	Iteration 179Q: 3 clusters Score -4225390 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -4225413.000000 Penalty: 3137.729248
	Iteration 180F: 3 clusters Score -4225413 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -4225451.000000 Penalty: 3137.729248
	Iteration 181Q: 3 clusters Score -4225451 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4225474.500000 Penalty: 3137.729248
	Iteration 182Q: 3 clusters Score -4225474 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4225517.500000 Penalty: 3137.729248
	Iteration 183Q: 3 clusters Score -4225518 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4225551.000000 Penalty: 3137.729248
	Iteration 184Q: 3 clusters Score -4225551 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4225601.500000 Penalty: 3137.729248
	Iteration 185Q: 3 clusters Score -4225602 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4225653.500000 Penalty: 3137.729248
	Iteration 186Q: 3 clusters Score -4225654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -4225686.500000 Penalty: 3137.729248
	Iteration 187Q: 3 clusters Score -4225686 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -4225724.500000 Penalty: 3137.729248
	Iteration 188Q: 3 clusters Score -4225724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -4225763.000000 Penalty: 3137.729248
	Iteration 189Q: 3 clusters Score -4225763 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4225783.000000 Penalty: 3137.729248
	Iteration 190Q: 3 clusters Score -4225783 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4225806.500000 Penalty: 3137.729248
	Iteration 191Q: 3 clusters Score -4225806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4225824.000000 Penalty: 3137.729248
	Iteration 192Q: 3 clusters Score -4225824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -4225837.000000 Penalty: 3137.729248
	Iteration 193Q: 3 clusters Score -4225837 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4225870.500000 Penalty: 3137.729248
	Iteration 194Q: 3 clusters Score -4225870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4225897.500000 Penalty: 3137.729248
	Iteration 195Q: 3 clusters Score -4225898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4225903.500000 Penalty: 3137.729248
	Iteration 196Q: 3 clusters Score -4225904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -4225920.000000 Penalty: 3137.729248
	Iteration 197Q: 3 clusters Score -4225920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -4225938.000000 Penalty: 3137.729248
	Iteration 198Q: 3 clusters Score -4225938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -4225939.500000 Penalty: 3137.729248
	Iteration 199Q: 3 clusters Score -4225940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -4225959.500000 Penalty: 3137.729248
	Iteration 200F: 3 clusters Score -4225960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4225970.500000 Penalty: 3137.729248
	Iteration 201Q: 3 clusters Score -4225970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -4225990.500000 Penalty: 3137.729248
	Iteration 202Q: 3 clusters Score -4225990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4225999.000000 Penalty: 3137.729248
	Iteration 203Q: 3 clusters Score -4225999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -4226009.000000 Penalty: 3137.729248
	Iteration 204Q: 3 clusters Score -4226009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4226009.000000 Penalty: 3137.729248
	Iteration 205Q: 3 clusters Score -4226009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -4226021.000000 Penalty: 3137.729248
	Iteration 206Q: 3 clusters Score -4226021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4226035.500000 Penalty: 3137.729248
	Iteration 207Q: 3 clusters Score -4226036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4226054.500000 Penalty: 3137.729248
	Iteration 208Q: 3 clusters Score -4226054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4226055.500000 Penalty: 3137.729248
	Iteration 209Q: 3 clusters Score -4226056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4226067.000000 Penalty: 3137.729248
	Iteration 210Q: 3 clusters Score -4226067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -4226069.000000 Penalty: 3137.729248
	Iteration 211Q: 3 clusters Score -4226069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4226070.500000 Penalty: 3137.729248
	Iteration 212Q: 3 clusters Score -4226070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4226087.000000 Penalty: 3137.729248
	Iteration 213Q: 3 clusters Score -4226087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4226092.500000 Penalty: 3137.729248
	Iteration 214Q: 3 clusters Score -4226092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4226088.500000 Penalty: 3137.729248
	Iteration 215Q: 3 clusters Score -4226088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -4226096.000000 Penalty: 3137.729248
	Iteration 216Q: 3 clusters Score -4226096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4226101.000000 Penalty: 3137.729248
	Iteration 217Q: 3 clusters Score -4226101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4226100.500000 Penalty: 3137.729248
	Iteration 218Q: 3 clusters Score -4226100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -4226100.000000 Penalty: 3137.729248
	Iteration 219Q: 3 clusters Score -4226100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4226102.000000 Penalty: 3137.729248
	Iteration 220F: 3 clusters Score -4226102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4226103.000000 Penalty: 3137.729248
	Iteration 221Q: 3 clusters Score -4226103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4226105.500000 Penalty: 3137.729248
	Iteration 222Q: 3 clusters Score -4226106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4226107.000000 Penalty: 3137.729248
	Iteration 223Q: 3 clusters Score -4226107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4226102.000000 Penalty: 3137.729248
	Iteration 224Q: 3 clusters Score -4226102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4226102.000000 Penalty: 3137.729248
	Iteration 225F: 3 clusters Score -4226102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Entering Unmasked Estep 
Score: -2383595.000000 Penalty: 1498.072021
	Iteration 0F: 2 clusters Score -2383595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2368169.500000 Penalty: 2996.144043
	Iteration 0F: 3 clusters Score -2368170 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2373756.250000 Penalty: 2996.144043
	Iteration 1F: 3 clusters Score -2373756 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2374131.000000 Penalty: 2996.144043
	Iteration 2F: 3 clusters Score -2374131 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2374453.500000 Penalty: 2996.144043
	Iteration 3Q: 3 clusters Score -2374454 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2374718.000000 Penalty: 2996.144043
	Iteration 4Q: 3 clusters Score -2374718 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2374956.250000 Penalty: 2996.144043
	Iteration 5Q: 3 clusters Score -2374956 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2375158.750000 Penalty: 2996.144043
	Iteration 6Q: 3 clusters Score -2375159 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2375355.000000 Penalty: 2996.144043
	Iteration 7Q: 3 clusters Score -2375355 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2375544.750000 Penalty: 2996.144043
	Iteration 8Q: 3 clusters Score -2375545 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2375766.750000 Penalty: 2996.144043
	Iteration 9Q: 3 clusters Score -2375767 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2376008.500000 Penalty: 2996.144043
	Iteration 10Q: 3 clusters Score -2376008 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2376299.250000 Penalty: 2996.144043
	Iteration 11Q: 3 clusters Score -2376299 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2376714.250000 Penalty: 2996.144043
	Iteration 12Q: 3 clusters Score -2376714 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2377329.250000 Penalty: 2996.144043
	Iteration 13Q: 3 clusters Score -2377329 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2378300.000000 Penalty: 2996.144043
	Iteration 14Q: 3 clusters Score -2378300 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2379865.250000 Penalty: 2996.144043
	Iteration 15F: 3 clusters Score -2379865 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2381498.250000 Penalty: 2996.144043
	Iteration 16F: 3 clusters Score -2381498 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2382370.750000 Penalty: 2996.144043
	Iteration 17Q: 3 clusters Score -2382371 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2382724.500000 Penalty: 2996.144043
	Iteration 18Q: 3 clusters Score -2382724 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2382887.250000 Penalty: 2996.144043
	Iteration 19Q: 3 clusters Score -2382887 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2382987.500000 Penalty: 2996.144043
	Iteration 20F: 3 clusters Score -2382988 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2383059.250000 Penalty: 2996.144043
	Iteration 21Q: 3 clusters Score -2383059 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2383120.000000 Penalty: 2996.144043
	Iteration 22Q: 3 clusters Score -2383120 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2383149.750000 Penalty: 2996.144043
	Iteration 23Q: 3 clusters Score -2383150 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2383185.250000 Penalty: 2996.144043
	Iteration 24Q: 3 clusters Score -2383185 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2383230.750000 Penalty: 2996.144043
	Iteration 25Q: 3 clusters Score -2383231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2383248.750000 Penalty: 2996.144043
	Iteration 26Q: 3 clusters Score -2383249 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2383265.500000 Penalty: 2996.144043
	Iteration 27Q: 3 clusters Score -2383266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2383264.500000 Penalty: 2996.144043
	Iteration 28Q: 3 clusters Score -2383264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2383288.000000 Penalty: 2996.144043
	Iteration 29Q: 3 clusters Score -2383288 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2383286.750000 Penalty: 2996.144043
	Iteration 30Q: 3 clusters Score -2383287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2383294.500000 Penalty: 2996.144043
	Iteration 31Q: 3 clusters Score -2383294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2383289.750000 Penalty: 2996.144043
	Iteration 32Q: 3 clusters Score -2383290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2383294.500000 Penalty: 2996.144043
	Iteration 33Q: 3 clusters Score -2383294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2383306.500000 Penalty: 2996.144043
	Iteration 34Q: 3 clusters Score -2383306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2383308.000000 Penalty: 2996.144043
	Iteration 35Q: 3 clusters Score -2383308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2383309.250000 Penalty: 2996.144043
	Iteration 36Q: 3 clusters Score -2383309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2383313.750000 Penalty: 2996.144043
	Iteration 37Q: 3 clusters Score -2383314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2383308.500000 Penalty: 2996.144043
	Iteration 38Q: 3 clusters Score -2383308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2383307.750000 Penalty: 2996.144043
	Iteration 39Q: 3 clusters Score -2383308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2383310.000000 Penalty: 2996.144043
	Iteration 40F: 3 clusters Score -2383310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2383310.750000 Penalty: 2996.144043
	Iteration 41Q: 3 clusters Score -2383311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2383308.750000 Penalty: 2996.144043
	Iteration 42Q: 3 clusters Score -2383309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2383311.250000 Penalty: 2996.144043
	Iteration 43Q: 3 clusters Score -2383311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2383311.250000 Penalty: 2996.144043
	Iteration 44Q: 3 clusters Score -2383311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2383311.250000 Penalty: 2996.144043
	Iteration 45Q: 3 clusters Score -2383311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2383312.000000 Penalty: 2996.144043
	Iteration 46Q: 3 clusters Score -2383312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2383314.750000 Penalty: 2996.144043
	Iteration 47Q: 3 clusters Score -2383315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2383314.750000 Penalty: 2996.144043
	Iteration 48F: 3 clusters Score -2383315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -182911.062500 Penalty: 1089.687866
	Iteration 0F: 2 clusters Score -182911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -181314.593750 Penalty: 2179.375732
	Iteration 0F: 3 clusters Score -181314.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -181672.562500 Penalty: 2179.375732
	Iteration 1F: 3 clusters Score -181672.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -181776.953125 Penalty: 2179.375732
	Iteration 2F: 3 clusters Score -181777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -181823.328125 Penalty: 2179.375732
	Iteration 3Q: 3 clusters Score -181823.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -181848.968750 Penalty: 2179.375732
	Iteration 4Q: 3 clusters Score -181849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -181866.687500 Penalty: 2179.375732
	Iteration 5Q: 3 clusters Score -181866.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -181876.734375 Penalty: 2179.375732
	Iteration 6Q: 3 clusters Score -181876.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -181884.015625 Penalty: 2179.375732
	Iteration 7Q: 3 clusters Score -181884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -181890.609375 Penalty: 2179.375732
	Iteration 8Q: 3 clusters Score -181890.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -181894.531250 Penalty: 2179.375732
	Iteration 9Q: 3 clusters Score -181894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -181897.281250 Penalty: 2179.375732
	Iteration 10Q: 3 clusters Score -181897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -181898.859375 Penalty: 2179.375732
	Iteration 11Q: 3 clusters Score -181898.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -181898.859375 Penalty: 2179.375732
	Iteration 12F: 3 clusters Score -181898.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Entering Unmasked Estep 
Score: -3022561.250000 Penalty: 1524.675415
	Iteration 0F: 2 clusters Score -3022561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3004175.000000 Penalty: 3049.350830
	Iteration 0F: 3 clusters Score -3004175 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3011199.250000 Penalty: 3049.350830
	Iteration 1F: 3 clusters Score -3011199 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3011837.250000 Penalty: 3049.350830
	Iteration 2F: 3 clusters Score -3011837 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3012423.500000 Penalty: 3049.350830
	Iteration 3Q: 3 clusters Score -3012424 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3013052.750000 Penalty: 3049.350830
	Iteration 4Q: 3 clusters Score -3013053 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3013681.500000 Penalty: 3049.350830
	Iteration 5Q: 3 clusters Score -3013682 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3014385.000000 Penalty: 3049.350830
	Iteration 6Q: 3 clusters Score -3014385 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3015154.750000 Penalty: 3049.350830
	Iteration 7Q: 3 clusters Score -3015155 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3015979.250000 Penalty: 3049.350830
	Iteration 8Q: 3 clusters Score -3015979 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3016808.000000 Penalty: 3049.350830
	Iteration 9Q: 3 clusters Score -3016808 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3017538.250000 Penalty: 3049.350830
	Iteration 10Q: 3 clusters Score -3017538 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3018139.250000 Penalty: 3049.350830
	Iteration 11Q: 3 clusters Score -3018139 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3018630.000000 Penalty: 3049.350830
	Iteration 12Q: 3 clusters Score -3018630 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3019017.750000 Penalty: 3049.350830
	Iteration 13Q: 3 clusters Score -3019018 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3019362.500000 Penalty: 3049.350830
	Iteration 14Q: 3 clusters Score -3019362 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3019624.500000 Penalty: 3049.350830
	Iteration 15Q: 3 clusters Score -3019624 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3019851.500000 Penalty: 3049.350830
	Iteration 16Q: 3 clusters Score -3019852 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3020065.750000 Penalty: 3049.350830
	Iteration 17Q: 3 clusters Score -3020066 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3020262.250000 Penalty: 3049.350830
	Iteration 18Q: 3 clusters Score -3020262 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3020444.250000 Penalty: 3049.350830
	Iteration 19Q: 3 clusters Score -3020444 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3020641.250000 Penalty: 3049.350830
	Iteration 20F: 3 clusters Score -3020641 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3020790.500000 Penalty: 3049.350830
	Iteration 21Q: 3 clusters Score -3020790 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3020928.750000 Penalty: 3049.350830
	Iteration 22Q: 3 clusters Score -3020929 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3021049.500000 Penalty: 3049.350830
	Iteration 23Q: 3 clusters Score -3021050 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3021140.500000 Penalty: 3049.350830
	Iteration 24Q: 3 clusters Score -3021140 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3021221.250000 Penalty: 3049.350830
	Iteration 25Q: 3 clusters Score -3021221 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3021286.500000 Penalty: 3049.350830
	Iteration 26Q: 3 clusters Score -3021286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3021330.500000 Penalty: 3049.350830
	Iteration 27Q: 3 clusters Score -3021330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -3021362.750000 Penalty: 3049.350830
	Iteration 28Q: 3 clusters Score -3021363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3021390.750000 Penalty: 3049.350830
	Iteration 29Q: 3 clusters Score -3021391 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3021416.250000 Penalty: 3049.350830
	Iteration 30Q: 3 clusters Score -3021416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3021440.000000 Penalty: 3049.350830
	Iteration 31Q: 3 clusters Score -3021440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -3021461.750000 Penalty: 3049.350830
	Iteration 32Q: 3 clusters Score -3021462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3021478.500000 Penalty: 3049.350830
	Iteration 33Q: 3 clusters Score -3021478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3021492.000000 Penalty: 3049.350830
	Iteration 34Q: 3 clusters Score -3021492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3021507.250000 Penalty: 3049.350830
	Iteration 35Q: 3 clusters Score -3021507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3021512.250000 Penalty: 3049.350830
	Iteration 36Q: 3 clusters Score -3021512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3021525.500000 Penalty: 3049.350830
	Iteration 37Q: 3 clusters Score -3021526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3021530.250000 Penalty: 3049.350830
	Iteration 38Q: 3 clusters Score -3021530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3021537.500000 Penalty: 3049.350830
	Iteration 39Q: 3 clusters Score -3021538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3021546.250000 Penalty: 3049.350830
	Iteration 40F: 3 clusters Score -3021546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3021546.750000 Penalty: 3049.350830
	Iteration 41Q: 3 clusters Score -3021547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3021547.500000 Penalty: 3049.350830
	Iteration 42Q: 3 clusters Score -3021548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3021556.250000 Penalty: 3049.350830
	Iteration 43Q: 3 clusters Score -3021556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3021561.250000 Penalty: 3049.350830
	Iteration 44Q: 3 clusters Score -3021561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3021565.000000 Penalty: 3049.350830
	Iteration 45Q: 3 clusters Score -3021565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3021566.250000 Penalty: 3049.350830
	Iteration 46Q: 3 clusters Score -3021566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3021574.750000 Penalty: 3049.350830
	Iteration 47Q: 3 clusters Score -3021575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3021588.250000 Penalty: 3049.350830
	Iteration 48Q: 3 clusters Score -3021588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3021593.750000 Penalty: 3049.350830
	Iteration 49Q: 3 clusters Score -3021594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3021600.500000 Penalty: 3049.350830
	Iteration 50Q: 3 clusters Score -3021600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3021607.500000 Penalty: 3049.350830
	Iteration 51Q: 3 clusters Score -3021608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3021612.000000 Penalty: 3049.350830
	Iteration 52Q: 3 clusters Score -3021612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3021609.750000 Penalty: 3049.350830
	Iteration 53Q: 3 clusters Score -3021610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3021611.500000 Penalty: 3049.350830
	Iteration 54Q: 3 clusters Score -3021612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3021611.750000 Penalty: 3049.350830
	Iteration 55Q: 3 clusters Score -3021612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3021611.750000 Penalty: 3049.350830
	Iteration 56F: 3 clusters Score -3021612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Entering Unmasked Estep 
Score: -3157634.000000 Penalty: 1525.538818
	Iteration 0F: 2 clusters Score -3157634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3139277.250000 Penalty: 3051.077637
	Iteration 0F: 3 clusters Score -3139277 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3146065.750000 Penalty: 3051.077637
	Iteration 1F: 3 clusters Score -3146066 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3146643.000000 Penalty: 3051.077637
	Iteration 2F: 3 clusters Score -3146643 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3147223.500000 Penalty: 3051.077637
	Iteration 3Q: 3 clusters Score -3147224 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3147882.750000 Penalty: 3051.077637
	Iteration 4F: 3 clusters Score -3147883 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3148611.750000 Penalty: 3051.077637
	Iteration 5F: 3 clusters Score -3148612 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3149466.750000 Penalty: 3051.077637
	Iteration 6F: 3 clusters Score -3149467 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3150355.250000 Penalty: 3051.077637
	Iteration 7F: 3 clusters Score -3150355 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3151326.250000 Penalty: 3051.077637
	Iteration 8F: 3 clusters Score -3151326 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3152301.500000 Penalty: 3051.077637
	Iteration 9F: 3 clusters Score -3152302 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3153253.250000 Penalty: 3051.077637
	Iteration 10Q: 3 clusters Score -3153253 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3154134.750000 Penalty: 3051.077637
	Iteration 11Q: 3 clusters Score -3154135 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3154863.500000 Penalty: 3051.077637
	Iteration 12Q: 3 clusters Score -3154864 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3155432.000000 Penalty: 3051.077637
	Iteration 13Q: 3 clusters Score -3155432 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3155814.000000 Penalty: 3051.077637
	Iteration 14Q: 3 clusters Score -3155814 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3156023.750000 Penalty: 3051.077637
	Iteration 15Q: 3 clusters Score -3156024 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3156168.250000 Penalty: 3051.077637
	Iteration 16Q: 3 clusters Score -3156168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3156250.250000 Penalty: 3051.077637
	Iteration 17Q: 3 clusters Score -3156250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3156304.750000 Penalty: 3051.077637
	Iteration 18Q: 3 clusters Score -3156305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3156333.750000 Penalty: 3051.077637
	Iteration 19Q: 3 clusters Score -3156334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3156356.500000 Penalty: 3051.077637
	Iteration 20F: 3 clusters Score -3156356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3156381.250000 Penalty: 3051.077637
	Iteration 21Q: 3 clusters Score -3156381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3156385.500000 Penalty: 3051.077637
	Iteration 22Q: 3 clusters Score -3156386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3156400.250000 Penalty: 3051.077637
	Iteration 23Q: 3 clusters Score -3156400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3156411.750000 Penalty: 3051.077637
	Iteration 24Q: 3 clusters Score -3156412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3156426.000000 Penalty: 3051.077637
	Iteration 25Q: 3 clusters Score -3156426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3156430.750000 Penalty: 3051.077637
	Iteration 26Q: 3 clusters Score -3156431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3156431.750000 Penalty: 3051.077637
	Iteration 27Q: 3 clusters Score -3156432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3156434.500000 Penalty: 3051.077637
	Iteration 28Q: 3 clusters Score -3156434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3156439.500000 Penalty: 3051.077637
	Iteration 29Q: 3 clusters Score -3156440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3156437.750000 Penalty: 3051.077637
	Iteration 30Q: 3 clusters Score -3156438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3156441.250000 Penalty: 3051.077637
	Iteration 31Q: 3 clusters Score -3156441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3156442.500000 Penalty: 3051.077637
	Iteration 32Q: 3 clusters Score -3156442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3156443.750000 Penalty: 3051.077637
	Iteration 33Q: 3 clusters Score -3156444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3156446.250000 Penalty: 3051.077637
	Iteration 34Q: 3 clusters Score -3156446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3156446.250000 Penalty: 3051.077637
	Iteration 35F: 3 clusters Score -3156446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48729 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91262 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20783 members 
Mstep: Class 24 contains 37928 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749232.000000 Penalty: 54267.949219
Iteration 199Q: 28 clusters Score -7.874923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48728 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91263 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20783 members 
Mstep: Class 24 contains 37928 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749232.000000 Penalty: 54267.949219
Iteration 200F: 28 clusters Score -7.874923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48727 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91264 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20783 members 
Mstep: Class 24 contains 37928 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749240.000000 Penalty: 54267.949219
Iteration 201Q: 28 clusters Score -7.874924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 27940 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17957 members 
Mstep: Class 5 contains 48727 members 
Mstep: Class 6 contains 14981 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 85802 members 
Mstep: Class 9 contains 1541 members 
Mstep: Class 10 contains 2682 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 40416 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 4197 members 
Mstep: Class 17 contains 87670 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 1836 members 
Mstep: Class 20 contains 91264 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 20783 members 
Mstep: Class 24 contains 37928 members 
Mstep: Class 25 contains 23569 members 
Mstep: Class 26 contains 1515 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 28347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749240.000000 Penalty: 54267.949219
Iteration 202F: 28 clusters Score -7.874924e+07 nChanged 0
Entering ConstructFrom: 
Score: -78749240.000000 Penalty: 54267.949219
Entering ConstructFrom: 
Trying to split cluster 1 (14988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Entering Unmasked Estep 
Score: -1676529.875000 Penalty: 1430.712891
	Iteration 0F: 2 clusters Score -1676530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1666728.500000 Penalty: 2861.425781
	Iteration 0F: 3 clusters Score -1666728 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1670133.250000 Penalty: 2861.425781
	Iteration 1F: 3 clusters Score -1670133 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1670466.750000 Penalty: 2861.425781
	Iteration 2F: 3 clusters Score -1670467 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1670708.750000 Penalty: 2861.425781
	Iteration 3Q: 3 clusters Score -1670709 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1670875.375000 Penalty: 2861.425781
	Iteration 4Q: 3 clusters Score -1670875 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1671015.750000 Penalty: 2861.425781
	Iteration 5Q: 3 clusters Score -1671016 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1671148.125000 Penalty: 2861.425781
	Iteration 6Q: 3 clusters Score -1671148 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1671255.125000 Penalty: 2861.425781
	Iteration 7Q: 3 clusters Score -1671255 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1671364.000000 Penalty: 2861.425781
	Iteration 8Q: 3 clusters Score -1671364 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1671452.125000 Penalty: 2861.425781
	Iteration 9Q: 3 clusters Score -1671452 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1671528.125000 Penalty: 2861.425781
	Iteration 10Q: 3 clusters Score -1671528 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1671612.125000 Penalty: 2861.425781
	Iteration 11Q: 3 clusters Score -1671612 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1671694.125000 Penalty: 2861.425781
	Iteration 12Q: 3 clusters Score -1671694 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1671770.625000 Penalty: 2861.425781
	Iteration 13Q: 3 clusters Score -1671771 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1671855.875000 Penalty: 2861.425781
	Iteration 14Q: 3 clusters Score -1671856 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1671936.625000 Penalty: 2861.425781
	Iteration 15Q: 3 clusters Score -1671937 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1672009.125000 Penalty: 2861.425781
	Iteration 16Q: 3 clusters Score -1672009 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1672082.875000 Penalty: 2861.425781
	Iteration 17Q: 3 clusters Score -1672083 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1672166.125000 Penalty: 2861.425781
	Iteration 18Q: 3 clusters Score -1672166 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1672251.000000 Penalty: 2861.425781
	Iteration 19Q: 3 clusters Score -1672251 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1672350.000000 Penalty: 2861.425781
	Iteration 20F: 3 clusters Score -1672350 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1672432.875000 Penalty: 2861.425781
	Iteration 21Q: 3 clusters Score -1672433 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1672529.125000 Penalty: 2861.425781
	Iteration 22Q: 3 clusters Score -1672529 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1672635.875000 Penalty: 2861.425781
	Iteration 23Q: 3 clusters Score -1672636 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1672747.625000 Penalty: 2861.425781
	Iteration 24Q: 3 clusters Score -1672748 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1672848.375000 Penalty: 2861.425781
	Iteration 25Q: 3 clusters Score -1672848 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1672970.750000 Penalty: 2861.425781
	Iteration 26Q: 3 clusters Score -1672971 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1673096.750000 Penalty: 2861.425781
	Iteration 27Q: 3 clusters Score -1673097 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1673241.000000 Penalty: 2861.425781
	Iteration 28Q: 3 clusters Score -1673241 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1673404.375000 Penalty: 2861.425781
	Iteration 29Q: 3 clusters Score -1673404 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1673590.125000 Penalty: 2861.425781
	Iteration 30Q: 3 clusters Score -1673590 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1673765.625000 Penalty: 2861.425781
	Iteration 31Q: 3 clusters Score -1673766 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1673949.000000 Penalty: 2861.425781
	Iteration 32Q: 3 clusters Score -1673949 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1674136.375000 Penalty: 2861.425781
	Iteration 33Q: 3 clusters Score -1674136 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1674308.750000 Penalty: 2861.425781
	Iteration 34Q: 3 clusters Score -1674309 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1674476.750000 Penalty: 2861.425781
	Iteration 35Q: 3 clusters Score -1674477 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1674649.250000 Penalty: 2861.425781
	Iteration 36Q: 3 clusters Score -1674649 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1674809.750000 Penalty: 2861.425781
	Iteration 37Q: 3 clusters Score -1674810 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1674935.375000 Penalty: 2861.425781
	Iteration 38Q: 3 clusters Score -1674935 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1675047.250000 Penalty: 2861.425781
	Iteration 39Q: 3 clusters Score -1675047 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1675126.000000 Penalty: 2861.425781
	Iteration 40F: 3 clusters Score -1675126 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1675187.125000 Penalty: 2861.425781
	Iteration 41Q: 3 clusters Score -1675187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1675225.500000 Penalty: 2861.425781
	Iteration 42Q: 3 clusters Score -1675226 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1675269.875000 Penalty: 2861.425781
	Iteration 43Q: 3 clusters Score -1675270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1675309.750000 Penalty: 2861.425781
	Iteration 44Q: 3 clusters Score -1675310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1675341.250000 Penalty: 2861.425781
	Iteration 45Q: 3 clusters Score -1675341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1675364.500000 Penalty: 2861.425781
	Iteration 46Q: 3 clusters Score -1675364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1675387.375000 Penalty: 2861.425781
	Iteration 47Q: 3 clusters Score -1675387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1675409.875000 Penalty: 2861.425781
	Iteration 48Q: 3 clusters Score -1675410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1675422.625000 Penalty: 2861.425781
	Iteration 49Q: 3 clusters Score -1675423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1675438.625000 Penalty: 2861.425781
	Iteration 50Q: 3 clusters Score -1675439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1675452.625000 Penalty: 2861.425781
	Iteration 51Q: 3 clusters Score -1675453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1675463.875000 Penalty: 2861.425781
	Iteration 52Q: 3 clusters Score -1675464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1675475.250000 Penalty: 2861.425781
	Iteration 53Q: 3 clusters Score -1675475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1675487.125000 Penalty: 2861.425781
	Iteration 54Q: 3 clusters Score -1675487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1675494.875000 Penalty: 2861.425781
	Iteration 55Q: 3 clusters Score -1675495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1675502.250000 Penalty: 2861.425781
	Iteration 56Q: 3 clusters Score -1675502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1675504.000000 Penalty: 2861.425781
	Iteration 57Q: 3 clusters Score -1675504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1675505.750000 Penalty: 2861.425781
	Iteration 58Q: 3 clusters Score -1675506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1675510.000000 Penalty: 2861.425781
	Iteration 59Q: 3 clusters Score -1675510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1675518.125000 Penalty: 2861.425781
	Iteration 60F: 3 clusters Score -1675518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1675522.500000 Penalty: 2861.425781
	Iteration 61Q: 3 clusters Score -1675522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1675525.000000 Penalty: 2861.425781
	Iteration 62Q: 3 clusters Score -1675525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1675524.000000 Penalty: 2861.425781
	Iteration 63Q: 3 clusters Score -1675524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1675529.750000 Penalty: 2861.425781
	Iteration 64Q: 3 clusters Score -1675530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1675533.625000 Penalty: 2861.425781
	Iteration 65Q: 3 clusters Score -1675534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1675540.625000 Penalty: 2861.425781
	Iteration 66Q: 3 clusters Score -1675541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1675540.625000 Penalty: 2861.425781
	Iteration 67Q: 3 clusters Score -1675541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1675542.125000 Penalty: 2861.425781
	Iteration 68Q: 3 clusters Score -1675542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1675543.125000 Penalty: 2861.425781
	Iteration 69Q: 3 clusters Score -1675543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1675542.625000 Penalty: 2861.425781
	Iteration 70Q: 3 clusters Score -1675543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1675542.625000 Penalty: 2861.425781
	Iteration 71F: 3 clusters Score -1675543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Entering Unmasked Estep 
Score: -3129247.500000 Penalty: 1523.386841
	Iteration 0F: 2 clusters Score -3129248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3111023.500000 Penalty: 3046.773682
	Iteration 0F: 3 clusters Score -3111024 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3117817.250000 Penalty: 3046.773682
	Iteration 1F: 3 clusters Score -3117817 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3118314.000000 Penalty: 3046.773682
	Iteration 2F: 3 clusters Score -3118314 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3118814.250000 Penalty: 3046.773682
	Iteration 3Q: 3 clusters Score -3118814 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3119411.250000 Penalty: 3046.773682
	Iteration 4Q: 3 clusters Score -3119411 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3120085.250000 Penalty: 3046.773682
	Iteration 5F: 3 clusters Score -3120085 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3120822.750000 Penalty: 3046.773682
	Iteration 6F: 3 clusters Score -3120823 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3121594.000000 Penalty: 3046.773682
	Iteration 7F: 3 clusters Score -3121594 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3122363.000000 Penalty: 3046.773682
	Iteration 8F: 3 clusters Score -3122363 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3123072.500000 Penalty: 3046.773682
	Iteration 9Q: 3 clusters Score -3123072 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3123794.250000 Penalty: 3046.773682
	Iteration 10Q: 3 clusters Score -3123794 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3124520.000000 Penalty: 3046.773682
	Iteration 11Q: 3 clusters Score -3124520 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3125214.500000 Penalty: 3046.773682
	Iteration 12Q: 3 clusters Score -3125214 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3125840.750000 Penalty: 3046.773682
	Iteration 13Q: 3 clusters Score -3125841 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3126342.500000 Penalty: 3046.773682
	Iteration 14Q: 3 clusters Score -3126342 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3126811.250000 Penalty: 3046.773682
	Iteration 15Q: 3 clusters Score -3126811 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3127126.500000 Penalty: 3046.773682
	Iteration 16Q: 3 clusters Score -3127126 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3127376.000000 Penalty: 3046.773682
	Iteration 17Q: 3 clusters Score -3127376 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -3127560.500000 Penalty: 3046.773682
	Iteration 18Q: 3 clusters Score -3127560 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3127688.500000 Penalty: 3046.773682
	Iteration 19Q: 3 clusters Score -3127688 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3127795.250000 Penalty: 3046.773682
	Iteration 20F: 3 clusters Score -3127795 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3127867.750000 Penalty: 3046.773682
	Iteration 21Q: 3 clusters Score -3127868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3127918.000000 Penalty: 3046.773682
	Iteration 22Q: 3 clusters Score -3127918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3127946.000000 Penalty: 3046.773682
	Iteration 23Q: 3 clusters Score -3127946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3127963.750000 Penalty: 3046.773682
	Iteration 24Q: 3 clusters Score -3127964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3127994.750000 Penalty: 3046.773682
	Iteration 25Q: 3 clusters Score -3127995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3128009.250000 Penalty: 3046.773682
	Iteration 26Q: 3 clusters Score -3128009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3128028.250000 Penalty: 3046.773682
	Iteration 27Q: 3 clusters Score -3128028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3128034.750000 Penalty: 3046.773682
	Iteration 28Q: 3 clusters Score -3128035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -3128043.750000 Penalty: 3046.773682
	Iteration 29Q: 3 clusters Score -3128044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3128053.000000 Penalty: 3046.773682
	Iteration 30Q: 3 clusters Score -3128053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3128053.500000 Penalty: 3046.773682
	Iteration 31Q: 3 clusters Score -3128054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3128059.500000 Penalty: 3046.773682
	Iteration 32Q: 3 clusters Score -3128060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3128061.000000 Penalty: 3046.773682
	Iteration 33Q: 3 clusters Score -3128061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3128061.750000 Penalty: 3046.773682
	Iteration 34Q: 3 clusters Score -3128062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3128060.500000 Penalty: 3046.773682
	Iteration 35Q: 3 clusters Score -3128060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3128060.500000 Penalty: 3046.773682
	Iteration 36F: 3 clusters Score -3128060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -270572.812500 Penalty: 1166.638550
	Iteration 0F: 2 clusters Score -270572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -268392.718750 Penalty: 2333.277100
	Iteration 0F: 3 clusters Score -268392.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -268924.218750 Penalty: 2333.277100
	Iteration 1F: 3 clusters Score -268924.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -269056.593750 Penalty: 2333.277100
	Iteration 2F: 3 clusters Score -269056.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -269140.781250 Penalty: 2333.277100
	Iteration 3Q: 3 clusters Score -269140.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -269192.500000 Penalty: 2333.277100
	Iteration 4Q: 3 clusters Score -269192.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -269237.562500 Penalty: 2333.277100
	Iteration 5Q: 3 clusters Score -269237.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -269267.843750 Penalty: 2333.277100
	Iteration 6Q: 3 clusters Score -269267.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -269283.062500 Penalty: 2333.277100
	Iteration 7Q: 3 clusters Score -269283.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -269297.250000 Penalty: 2333.277100
	Iteration 8Q: 3 clusters Score -269297.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -269310.218750 Penalty: 2333.277100
	Iteration 9Q: 3 clusters Score -269310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -269317.875000 Penalty: 2333.277100
	Iteration 10Q: 3 clusters Score -269317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -269321.375000 Penalty: 2333.277100
	Iteration 11Q: 3 clusters Score -269321.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -269323.468750 Penalty: 2333.277100
	Iteration 12Q: 3 clusters Score -269323.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -269325.406250 Penalty: 2333.277100
	Iteration 13Q: 3 clusters Score -269325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -269326.906250 Penalty: 2333.277100
	Iteration 14Q: 3 clusters Score -269326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -269328.156250 Penalty: 2333.277100
	Iteration 15Q: 3 clusters Score -269328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -269328.406250 Penalty: 2333.277100
	Iteration 16Q: 3 clusters Score -269328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -269328.906250 Penalty: 2333.277100
	Iteration 17Q: 3 clusters Score -269328.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -269328.906250 Penalty: 2333.277100
	Iteration 18F: 3 clusters Score -269328.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Entering Unmasked Estep 
Score: -1998716.875000 Penalty: 1457.605469
	Iteration 0F: 2 clusters Score -1998717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1986966.625000 Penalty: 2915.210938
	Iteration 0F: 3 clusters Score -1986967 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1991084.625000 Penalty: 2915.210938
	Iteration 1F: 3 clusters Score -1991085 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1991414.000000 Penalty: 2915.210938
	Iteration 2F: 3 clusters Score -1991414 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1991677.750000 Penalty: 2915.210938
	Iteration 3Q: 3 clusters Score -1991678 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1991946.500000 Penalty: 2915.210938
	Iteration 4Q: 3 clusters Score -1991946 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1992250.875000 Penalty: 2915.210938
	Iteration 5Q: 3 clusters Score -1992251 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1992629.000000 Penalty: 2915.210938
	Iteration 6Q: 3 clusters Score -1992629 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1993051.000000 Penalty: 2915.210938
	Iteration 7Q: 3 clusters Score -1993051 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1993514.000000 Penalty: 2915.210938
	Iteration 8Q: 3 clusters Score -1993514 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1993990.500000 Penalty: 2915.210938
	Iteration 9F: 3 clusters Score -1993990 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1994389.875000 Penalty: 2915.210938
	Iteration 10Q: 3 clusters Score -1994390 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1994712.500000 Penalty: 2915.210938
	Iteration 11Q: 3 clusters Score -1994712 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1994981.000000 Penalty: 2915.210938
	Iteration 12Q: 3 clusters Score -1994981 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1995214.750000 Penalty: 2915.210938
	Iteration 13Q: 3 clusters Score -1995215 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1995406.000000 Penalty: 2915.210938
	Iteration 14Q: 3 clusters Score -1995406 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1995550.125000 Penalty: 2915.210938
	Iteration 15Q: 3 clusters Score -1995550 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1995710.250000 Penalty: 2915.210938
	Iteration 16Q: 3 clusters Score -1995710 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1995875.250000 Penalty: 2915.210938
	Iteration 17Q: 3 clusters Score -1995875 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1996051.500000 Penalty: 2915.210938
	Iteration 18Q: 3 clusters Score -1996052 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1996264.625000 Penalty: 2915.210938
	Iteration 19Q: 3 clusters Score -1996265 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1996498.750000 Penalty: 2915.210938
	Iteration 20F: 3 clusters Score -1996499 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1996690.125000 Penalty: 2915.210938
	Iteration 21Q: 3 clusters Score -1996690 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1996857.625000 Penalty: 2915.210938
	Iteration 22Q: 3 clusters Score -1996858 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1996994.625000 Penalty: 2915.210938
	Iteration 23Q: 3 clusters Score -1996995 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1997101.000000 Penalty: 2915.210938
	Iteration 24Q: 3 clusters Score -1997101 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1997173.625000 Penalty: 2915.210938
	Iteration 25Q: 3 clusters Score -1997174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1997255.750000 Penalty: 2915.210938
	Iteration 26Q: 3 clusters Score -1997256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1997316.750000 Penalty: 2915.210938
	Iteration 27Q: 3 clusters Score -1997317 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1997346.375000 Penalty: 2915.210938
	Iteration 28Q: 3 clusters Score -1997346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1997369.375000 Penalty: 2915.210938
	Iteration 29Q: 3 clusters Score -1997369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1997382.625000 Penalty: 2915.210938
	Iteration 30Q: 3 clusters Score -1997383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1997395.125000 Penalty: 2915.210938
	Iteration 31Q: 3 clusters Score -1997395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1997409.500000 Penalty: 2915.210938
	Iteration 32Q: 3 clusters Score -1997410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1997424.750000 Penalty: 2915.210938
	Iteration 33Q: 3 clusters Score -1997425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1997433.000000 Penalty: 2915.210938
	Iteration 34Q: 3 clusters Score -1997433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1997443.375000 Penalty: 2915.210938
	Iteration 35Q: 3 clusters Score -1997443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1997450.750000 Penalty: 2915.210938
	Iteration 36Q: 3 clusters Score -1997451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1997457.000000 Penalty: 2915.210938
	Iteration 37Q: 3 clusters Score -1997457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1997465.750000 Penalty: 2915.210938
	Iteration 38Q: 3 clusters Score -1997466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1997470.125000 Penalty: 2915.210938
	Iteration 39Q: 3 clusters Score -1997470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1997476.875000 Penalty: 2915.210938
	Iteration 40F: 3 clusters Score -1997477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1997482.125000 Penalty: 2915.210938
	Iteration 41Q: 3 clusters Score -1997482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1997483.500000 Penalty: 2915.210938
	Iteration 42Q: 3 clusters Score -1997484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1997485.750000 Penalty: 2915.210938
	Iteration 43Q: 3 clusters Score -1997486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1997486.500000 Penalty: 2915.210938
	Iteration 44Q: 3 clusters Score -1997486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1997488.125000 Penalty: 2915.210938
	Iteration 45Q: 3 clusters Score -1997488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1997488.375000 Penalty: 2915.210938
	Iteration 46Q: 3 clusters Score -1997488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1997488.625000 Penalty: 2915.210938
	Iteration 47Q: 3 clusters Score -1997489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1997493.625000 Penalty: 2915.210938
	Iteration 48Q: 3 clusters Score -1997494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1997491.125000 Penalty: 2915.210938
	Iteration 49Q: 3 clusters Score -1997491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1997495.250000 Penalty: 2915.210938
	Iteration 50Q: 3 clusters Score -1997495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1997499.000000 Penalty: 2915.210938
	Iteration 51Q: 3 clusters Score -1997499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1997499.125000 Penalty: 2915.210938
	Iteration 52Q: 3 clusters Score -1997499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1997500.625000 Penalty: 2915.210938
	Iteration 53Q: 3 clusters Score -1997501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1997507.375000 Penalty: 2915.210938
	Iteration 54Q: 3 clusters Score -1997507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1997505.375000 Penalty: 2915.210938
	Iteration 55Q: 3 clusters Score -1997505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1997511.250000 Penalty: 2915.210938
	Iteration 56Q: 3 clusters Score -1997511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1997517.750000 Penalty: 2915.210938
	Iteration 57Q: 3 clusters Score -1997518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1997516.500000 Penalty: 2915.210938
	Iteration 58Q: 3 clusters Score -1997516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1997521.750000 Penalty: 2915.210938
	Iteration 59Q: 3 clusters Score -1997522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1997526.750000 Penalty: 2915.210938
	Iteration 60F: 3 clusters Score -1997527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1997529.500000 Penalty: 2915.210938
	Iteration 61Q: 3 clusters Score -1997530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1997535.250000 Penalty: 2915.210938
	Iteration 62Q: 3 clusters Score -1997535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1997536.125000 Penalty: 2915.210938
	Iteration 63Q: 3 clusters Score -1997536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1997535.625000 Penalty: 2915.210938
	Iteration 64Q: 3 clusters Score -1997536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1997539.875000 Penalty: 2915.210938
	Iteration 65Q: 3 clusters Score -1997540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1997538.500000 Penalty: 2915.210938
	Iteration 66Q: 3 clusters Score -1997538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -1997537.625000 Penalty: 2915.210938
	Iteration 67Q: 3 clusters Score -1997538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1997537.625000 Penalty: 2915.210938
	Iteration 68Q: 3 clusters Score -1997538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1997542.625000 Penalty: 2915.210938
	Iteration 69Q: 3 clusters Score -1997543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1997542.250000 Penalty: 2915.210938
	Iteration 70Q: 3 clusters Score -1997542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1997541.000000 Penalty: 2915.210938
	Iteration 71Q: 3 clusters Score -1997541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1997542.000000 Penalty: 2915.210938
	Iteration 72Q: 3 clusters Score -1997542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1997541.500000 Penalty: 2915.210938
	Iteration 73Q: 3 clusters Score -1997542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1997541.750000 Penalty: 2915.210938
	Iteration 74Q: 3 clusters Score -1997542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1997543.875000 Penalty: 2915.210938
	Iteration 75Q: 3 clusters Score -1997544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1997546.500000 Penalty: 2915.210938
	Iteration 76Q: 3 clusters Score -1997546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1997546.500000 Penalty: 2915.210938
	Iteration 77F: 3 clusters Score -1997546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Entering Unmasked Estep 
Score: -5305781.500000 Penalty: 1606.145508
	Iteration 0F: 2 clusters Score -5305782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -5273993.500000 Penalty: 3212.291016
	Iteration 0F: 3 clusters Score -5273994 nChanged 22377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -5286595.500000 Penalty: 3212.291016
	Iteration 1F: 3 clusters Score -5286596 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -5287587.500000 Penalty: 3212.291016
	Iteration 2Q: 3 clusters Score -5287588 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -5288843.000000 Penalty: 3212.291016
	Iteration 3F: 3 clusters Score -5288843 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -5290819.000000 Penalty: 3212.291016
	Iteration 4F: 3 clusters Score -5290819 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -5293742.000000 Penalty: 3212.291016
	Iteration 5F: 3 clusters Score -5293742 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5297151.500000 Penalty: 3212.291016
	Iteration 6F: 3 clusters Score -5297152 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -5300300.000000 Penalty: 3212.291016
	Iteration 7F: 3 clusters Score -5300300 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5302473.500000 Penalty: 3212.291016
	Iteration 8Q: 3 clusters Score -5302474 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5303584.500000 Penalty: 3212.291016
	Iteration 9Q: 3 clusters Score -5303584 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5304046.500000 Penalty: 3212.291016
	Iteration 10Q: 3 clusters Score -5304046 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5304261.000000 Penalty: 3212.291016
	Iteration 11Q: 3 clusters Score -5304261 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5304393.500000 Penalty: 3212.291016
	Iteration 12Q: 3 clusters Score -5304394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5304458.500000 Penalty: 3212.291016
	Iteration 13Q: 3 clusters Score -5304458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5304508.000000 Penalty: 3212.291016
	Iteration 14Q: 3 clusters Score -5304508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5304526.000000 Penalty: 3212.291016
	Iteration 15Q: 3 clusters Score -5304526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5304540.500000 Penalty: 3212.291016
	Iteration 16Q: 3 clusters Score -5304540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5304553.000000 Penalty: 3212.291016
	Iteration 17Q: 3 clusters Score -5304553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5304558.500000 Penalty: 3212.291016
	Iteration 18Q: 3 clusters Score -5304558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5304570.000000 Penalty: 3212.291016
	Iteration 19Q: 3 clusters Score -5304570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5304576.000000 Penalty: 3212.291016
	Iteration 20F: 3 clusters Score -5304576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5304590.000000 Penalty: 3212.291016
	Iteration 21Q: 3 clusters Score -5304590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5304594.000000 Penalty: 3212.291016
	Iteration 22Q: 3 clusters Score -5304594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5304602.000000 Penalty: 3212.291016
	Iteration 23Q: 3 clusters Score -5304602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5304601.500000 Penalty: 3212.291016
	Iteration 24Q: 3 clusters Score -5304602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5304616.000000 Penalty: 3212.291016
	Iteration 25Q: 3 clusters Score -5304616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5304616.500000 Penalty: 3212.291016
	Iteration 26Q: 3 clusters Score -5304616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5304628.500000 Penalty: 3212.291016
	Iteration 27Q: 3 clusters Score -5304628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5304627.500000 Penalty: 3212.291016
	Iteration 28Q: 3 clusters Score -5304628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5304641.500000 Penalty: 3212.291016
	Iteration 29Q: 3 clusters Score -5304642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5304643.500000 Penalty: 3212.291016
	Iteration 30Q: 3 clusters Score -5304644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5304650.000000 Penalty: 3212.291016
	Iteration 31Q: 3 clusters Score -5304650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5304648.500000 Penalty: 3212.291016
	Iteration 32Q: 3 clusters Score -5304648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5304648.500000 Penalty: 3212.291016
	Iteration 33F: 3 clusters Score -5304648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1678778.750000 Penalty: 1430.643311
	Iteration 0F: 2 clusters Score -1678779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1668935.500000 Penalty: 2861.286621
	Iteration 0F: 3 clusters Score -1668936 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1672328.625000 Penalty: 2861.286621
	Iteration 1F: 3 clusters Score -1672329 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1672683.875000 Penalty: 2861.286621
	Iteration 2F: 3 clusters Score -1672684 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1672933.750000 Penalty: 2861.286621
	Iteration 3Q: 3 clusters Score -1672934 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1673121.500000 Penalty: 2861.286621
	Iteration 4Q: 3 clusters Score -1673122 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1673281.500000 Penalty: 2861.286621
	Iteration 5Q: 3 clusters Score -1673282 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1673438.000000 Penalty: 2861.286621
	Iteration 6Q: 3 clusters Score -1673438 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1673620.500000 Penalty: 2861.286621
	Iteration 7Q: 3 clusters Score -1673620 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1673840.750000 Penalty: 2861.286621
	Iteration 8Q: 3 clusters Score -1673841 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1674079.625000 Penalty: 2861.286621
	Iteration 9Q: 3 clusters Score -1674080 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1674332.250000 Penalty: 2861.286621
	Iteration 10Q: 3 clusters Score -1674332 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1674587.875000 Penalty: 2861.286621
	Iteration 11Q: 3 clusters Score -1674588 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1674859.875000 Penalty: 2861.286621
	Iteration 12Q: 3 clusters Score -1674860 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1675150.875000 Penalty: 2861.286621
	Iteration 13Q: 3 clusters Score -1675151 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1675417.750000 Penalty: 2861.286621
	Iteration 14Q: 3 clusters Score -1675418 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1675678.250000 Penalty: 2861.286621
	Iteration 15Q: 3 clusters Score -1675678 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1675891.750000 Penalty: 2861.286621
	Iteration 16Q: 3 clusters Score -1675892 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1676090.500000 Penalty: 2861.286621
	Iteration 17Q: 3 clusters Score -1676090 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1676271.375000 Penalty: 2861.286621
	Iteration 18Q: 3 clusters Score -1676271 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1676431.500000 Penalty: 2861.286621
	Iteration 19Q: 3 clusters Score -1676432 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1676576.250000 Penalty: 2861.286621
	Iteration 20F: 3 clusters Score -1676576 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1676721.875000 Penalty: 2861.286621
	Iteration 21Q: 3 clusters Score -1676722 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1676868.750000 Penalty: 2861.286621
	Iteration 22Q: 3 clusters Score -1676869 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1677003.375000 Penalty: 2861.286621
	Iteration 23Q: 3 clusters Score -1677003 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1677105.500000 Penalty: 2861.286621
	Iteration 24Q: 3 clusters Score -1677106 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1677193.125000 Penalty: 2861.286621
	Iteration 25Q: 3 clusters Score -1677193 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1677266.000000 Penalty: 2861.286621
	Iteration 26Q: 3 clusters Score -1677266 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1677329.750000 Penalty: 2861.286621
	Iteration 27Q: 3 clusters Score -1677330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1677391.875000 Penalty: 2861.286621
	Iteration 28Q: 3 clusters Score -1677392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1677445.375000 Penalty: 2861.286621
	Iteration 29Q: 3 clusters Score -1677445 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1677477.375000 Penalty: 2861.286621
	Iteration 30Q: 3 clusters Score -1677477 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1677505.000000 Penalty: 2861.286621
	Iteration 31Q: 3 clusters Score -1677505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1677518.500000 Penalty: 2861.286621
	Iteration 32Q: 3 clusters Score -1677518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1677535.875000 Penalty: 2861.286621
	Iteration 33Q: 3 clusters Score -1677536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1677556.125000 Penalty: 2861.286621
	Iteration 34Q: 3 clusters Score -1677556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1677562.750000 Penalty: 2861.286621
	Iteration 35Q: 3 clusters Score -1677563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1677569.625000 Penalty: 2861.286621
	Iteration 36Q: 3 clusters Score -1677570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1677578.250000 Penalty: 2861.286621
	Iteration 37Q: 3 clusters Score -1677578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1677591.625000 Penalty: 2861.286621
	Iteration 38Q: 3 clusters Score -1677592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1677604.875000 Penalty: 2861.286621
	Iteration 39Q: 3 clusters Score -1677605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1677609.250000 Penalty: 2861.286621
	Iteration 40F: 3 clusters Score -1677609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1677615.500000 Penalty: 2861.286621
	Iteration 41Q: 3 clusters Score -1677616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1677621.625000 Penalty: 2861.286621
	Iteration 42Q: 3 clusters Score -1677622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1677628.250000 Penalty: 2861.286621
	Iteration 43Q: 3 clusters Score -1677628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1677634.875000 Penalty: 2861.286621
	Iteration 44Q: 3 clusters Score -1677635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1677636.625000 Penalty: 2861.286621
	Iteration 45Q: 3 clusters Score -1677637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1677636.625000 Penalty: 2861.286621
	Iteration 46F: 3 clusters Score -1677637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -310342.656250 Penalty: 1188.745728
	Iteration 0F: 2 clusters Score -310342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -307899.562500 Penalty: 2377.491455
	Iteration 0F: 3 clusters Score -307899.6 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -308550.531250 Penalty: 2377.491455
	Iteration 1F: 3 clusters Score -308550.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -308731.906250 Penalty: 2377.491455
	Iteration 2F: 3 clusters Score -308731.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -308858.156250 Penalty: 2377.491455
	Iteration 3F: 3 clusters Score -308858.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -308962.156250 Penalty: 2377.491455
	Iteration 4Q: 3 clusters Score -308962.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -309047.156250 Penalty: 2377.491455
	Iteration 5Q: 3 clusters Score -309047.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -309105.718750 Penalty: 2377.491455
	Iteration 6Q: 3 clusters Score -309105.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -309151.093750 Penalty: 2377.491455
	Iteration 7Q: 3 clusters Score -309151.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -309188.656250 Penalty: 2377.491455
	Iteration 8Q: 3 clusters Score -309188.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -309221.781250 Penalty: 2377.491455
	Iteration 9Q: 3 clusters Score -309221.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -309252.156250 Penalty: 2377.491455
	Iteration 10Q: 3 clusters Score -309252.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -309291.843750 Penalty: 2377.491455
	Iteration 11Q: 3 clusters Score -309291.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -309328.156250 Penalty: 2377.491455
	Iteration 12Q: 3 clusters Score -309328.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -309369.625000 Penalty: 2377.491455
	Iteration 13Q: 3 clusters Score -309369.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -309426.687500 Penalty: 2377.491455
	Iteration 14Q: 3 clusters Score -309426.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -309479.062500 Penalty: 2377.491455
	Iteration 15Q: 3 clusters Score -309479.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -309526.500000 Penalty: 2377.491455
	Iteration 16Q: 3 clusters Score -309526.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -309577.937500 Penalty: 2377.491455
	Iteration 17Q: 3 clusters Score -309577.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -309627.500000 Penalty: 2377.491455
	Iteration 18Q: 3 clusters Score -309627.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -309671.125000 Penalty: 2377.491455
	Iteration 19Q: 3 clusters Score -309671.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -309711.093750 Penalty: 2377.491455
	Iteration 20F: 3 clusters Score -309711.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -309746.000000 Penalty: 2377.491455
	Iteration 21Q: 3 clusters Score -309746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -309780.093750 Penalty: 2377.491455
	Iteration 22Q: 3 clusters Score -309780.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -309817.312500 Penalty: 2377.491455
	Iteration 23Q: 3 clusters Score -309817.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -309849.406250 Penalty: 2377.491455
	Iteration 24Q: 3 clusters Score -309849.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -309869.593750 Penalty: 2377.491455
	Iteration 25Q: 3 clusters Score -309869.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -309883.500000 Penalty: 2377.491455
	Iteration 26Q: 3 clusters Score -309883.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -309904.875000 Penalty: 2377.491455
	Iteration 27Q: 3 clusters Score -309904.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -309928.812500 Penalty: 2377.491455
	Iteration 28Q: 3 clusters Score -309928.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -309951.062500 Penalty: 2377.491455
	Iteration 29Q: 3 clusters Score -309951.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -309972.281250 Penalty: 2377.491455
	Iteration 30Q: 3 clusters Score -309972.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -309993.562500 Penalty: 2377.491455
	Iteration 31Q: 3 clusters Score -309993.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -310014.656250 Penalty: 2377.491455
	Iteration 32Q: 3 clusters Score -310014.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -310028.593750 Penalty: 2377.491455
	Iteration 33Q: 3 clusters Score -310028.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -310041.000000 Penalty: 2377.491455
	Iteration 34Q: 3 clusters Score -310041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -310053.312500 Penalty: 2377.491455
	Iteration 35Q: 3 clusters Score -310053.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -310059.968750 Penalty: 2377.491455
	Iteration 36Q: 3 clusters Score -310060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -310066.531250 Penalty: 2377.491455
	Iteration 37Q: 3 clusters Score -310066.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -310075.562500 Penalty: 2377.491455
	Iteration 38Q: 3 clusters Score -310075.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -310085.781250 Penalty: 2377.491455
	Iteration 39Q: 3 clusters Score -310085.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -310091.031250 Penalty: 2377.491455
	Iteration 40F: 3 clusters Score -310091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -310092.281250 Penalty: 2377.491455
	Iteration 41Q: 3 clusters Score -310092.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -310092.937500 Penalty: 2377.491455
	Iteration 42Q: 3 clusters Score -310092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -310093.843750 Penalty: 2377.491455
	Iteration 43Q: 3 clusters Score -310093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -310093.875000 Penalty: 2377.491455
	Iteration 44Q: 3 clusters Score -310093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -310096.312500 Penalty: 2377.491455
	Iteration 45Q: 3 clusters Score -310096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -310096.781250 Penalty: 2377.491455
	Iteration 46Q: 3 clusters Score -310096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -310096.875000 Penalty: 2377.491455
	Iteration 47Q: 3 clusters Score -310096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -310096.875000 Penalty: 2377.491455
	Iteration 48F: 3 clusters Score -310096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Entering Unmasked Estep 
Score: -9387844.000000 Penalty: 1690.337891
	Iteration 0F: 2 clusters Score -9387844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -9331577.000000 Penalty: 3380.675781
	Iteration 0F: 3 clusters Score -9331577 nChanged 40384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -9354446.000000 Penalty: 3380.675781
	Iteration 1F: 3 clusters Score -9354446 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -9355204.000000 Penalty: 3380.675781
	Iteration 2Q: 3 clusters Score -9355204 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -9355981.000000 Penalty: 3380.675781
	Iteration 3Q: 3 clusters Score -9355981 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -9356946.000000 Penalty: 3380.675781
	Iteration 4Q: 3 clusters Score -9356946 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -9358305.000000 Penalty: 3380.675781
	Iteration 5Q: 3 clusters Score -9358305 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -9360450.000000 Penalty: 3380.675781
	Iteration 6Q: 3 clusters Score -9360450 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -9363832.000000 Penalty: 3380.675781
	Iteration 7F: 3 clusters Score -9363832 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -9368586.000000 Penalty: 3380.675781
	Iteration 8F: 3 clusters Score -9368586 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -9374772.000000 Penalty: 3380.675781
	Iteration 9F: 3 clusters Score -9374772 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -9380410.000000 Penalty: 3380.675781
	Iteration 10F: 3 clusters Score -9380410 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -9383722.000000 Penalty: 3380.675781
	Iteration 11Q: 3 clusters Score -9383722 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -9385338.000000 Penalty: 3380.675781
	Iteration 12Q: 3 clusters Score -9385338 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -9385936.000000 Penalty: 3380.675781
	Iteration 13Q: 3 clusters Score -9385936 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -9386192.000000 Penalty: 3380.675781
	Iteration 14Q: 3 clusters Score -9386192 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 85359 members 
Entering Unmasked Estep 
Score: -9386319.000000 Penalty: 3380.675781
	Iteration 15Q: 3 clusters Score -9386319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -9386391.000000 Penalty: 3380.675781
	Iteration 16Q: 3 clusters Score -9386391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -9386454.000000 Penalty: 3380.675781
	Iteration 17Q: 3 clusters Score -9386454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -9386507.000000 Penalty: 3380.675781
	Iteration 18Q: 3 clusters Score -9386507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -9386534.000000 Penalty: 3380.675781
	Iteration 19Q: 3 clusters Score -9386534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -9386548.000000 Penalty: 3380.675781
	Iteration 20F: 3 clusters Score -9386548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -9386560.000000 Penalty: 3380.675781
	Iteration 21Q: 3 clusters Score -9386560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -9386560.000000 Penalty: 3380.675781
	Iteration 22Q: 3 clusters Score -9386560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -9386555.000000 Penalty: 3380.675781
	Iteration 23Q: 3 clusters Score -9386555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -9386555.000000 Penalty: 3380.675781
	Iteration 24F: 3 clusters Score -9386555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -165992.031250 Penalty: 1092.219849
	Iteration 0F: 2 clusters Score -165992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -164386.656250 Penalty: 2184.439697
	Iteration 0F: 3 clusters Score -164386.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -164750.390625 Penalty: 2184.439697
	Iteration 1F: 3 clusters Score -164750.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -164840.359375 Penalty: 2184.439697
	Iteration 2F: 3 clusters Score -164840.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -164889.234375 Penalty: 2184.439697
	Iteration 3Q: 3 clusters Score -164889.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -164912.218750 Penalty: 2184.439697
	Iteration 4Q: 3 clusters Score -164912.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -164926.031250 Penalty: 2184.439697
	Iteration 5Q: 3 clusters Score -164926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -164943.062500 Penalty: 2184.439697
	Iteration 6Q: 3 clusters Score -164943.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -164951.984375 Penalty: 2184.439697
	Iteration 7Q: 3 clusters Score -164952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -164957.843750 Penalty: 2184.439697
	Iteration 8Q: 3 clusters Score -164957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -164960.593750 Penalty: 2184.439697
	Iteration 9Q: 3 clusters Score -164960.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -164963.531250 Penalty: 2184.439697
	Iteration 10Q: 3 clusters Score -164963.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -164965.937500 Penalty: 2184.439697
	Iteration 11Q: 3 clusters Score -164965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -164966.687500 Penalty: 2184.439697
	Iteration 12Q: 3 clusters Score -164966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -164967.390625 Penalty: 2184.439697
	Iteration 13Q: 3 clusters Score -164967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -164969.828125 Penalty: 2184.439697
	Iteration 14Q: 3 clusters Score -164969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -164970.750000 Penalty: 2184.439697
	Iteration 15Q: 3 clusters Score -164970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -164973.843750 Penalty: 2184.439697
	Iteration 16Q: 3 clusters Score -164973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -164974.765625 Penalty: 2184.439697
	Iteration 17Q: 3 clusters Score -164974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -164976.875000 Penalty: 2184.439697
	Iteration 18Q: 3 clusters Score -164976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -164978.406250 Penalty: 2184.439697
	Iteration 19Q: 3 clusters Score -164978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -164979.828125 Penalty: 2184.439697
	Iteration 20F: 3 clusters Score -164979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -164981.312500 Penalty: 2184.439697
	Iteration 21Q: 3 clusters Score -164981.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -164983.593750 Penalty: 2184.439697
	Iteration 22Q: 3 clusters Score -164983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -164984.921875 Penalty: 2184.439697
	Iteration 23Q: 3 clusters Score -164984.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -164987.703125 Penalty: 2184.439697
	Iteration 24Q: 3 clusters Score -164987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -164988.406250 Penalty: 2184.439697
	Iteration 25Q: 3 clusters Score -164988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -164988.406250 Penalty: 2184.439697
	Iteration 26F: 3 clusters Score -164988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -290315.343750 Penalty: 1174.674561
	Iteration 0F: 2 clusters Score -290315.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -288050.000000 Penalty: 2349.349121
	Iteration 0F: 3 clusters Score -288050 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -288634.781250 Penalty: 2349.349121
	Iteration 1F: 3 clusters Score -288634.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -288804.187500 Penalty: 2349.349121
	Iteration 2F: 3 clusters Score -288804.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -288881.562500 Penalty: 2349.349121
	Iteration 3Q: 3 clusters Score -288881.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -288941.000000 Penalty: 2349.349121
	Iteration 4Q: 3 clusters Score -288941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -288976.093750 Penalty: 2349.349121
	Iteration 5Q: 3 clusters Score -288976.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289005.468750 Penalty: 2349.349121
	Iteration 6Q: 3 clusters Score -289005.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289031.750000 Penalty: 2349.349121
	Iteration 7Q: 3 clusters Score -289031.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -289054.875000 Penalty: 2349.349121
	Iteration 8Q: 3 clusters Score -289054.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -289069.968750 Penalty: 2349.349121
	Iteration 9Q: 3 clusters Score -289070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -289082.000000 Penalty: 2349.349121
	Iteration 10Q: 3 clusters Score -289082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289086.781250 Penalty: 2349.349121
	Iteration 11Q: 3 clusters Score -289086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -289091.125000 Penalty: 2349.349121
	Iteration 12Q: 3 clusters Score -289091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289094.937500 Penalty: 2349.349121
	Iteration 13Q: 3 clusters Score -289094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -289097.875000 Penalty: 2349.349121
	Iteration 14Q: 3 clusters Score -289097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -289099.625000 Penalty: 2349.349121
	Iteration 15Q: 3 clusters Score -289099.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -289101.281250 Penalty: 2349.349121
	Iteration 16Q: 3 clusters Score -289101.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289104.437500 Penalty: 2349.349121
	Iteration 17Q: 3 clusters Score -289104.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -289105.937500 Penalty: 2349.349121
	Iteration 18Q: 3 clusters Score -289105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289107.250000 Penalty: 2349.349121
	Iteration 19Q: 3 clusters Score -289107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -289111.218750 Penalty: 2349.349121
	Iteration 20F: 3 clusters Score -289111.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -289115.593750 Penalty: 2349.349121
	Iteration 21Q: 3 clusters Score -289115.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -289120.312500 Penalty: 2349.349121
	Iteration 22Q: 3 clusters Score -289120.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -289125.375000 Penalty: 2349.349121
	Iteration 23Q: 3 clusters Score -289125.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -289128.593750 Penalty: 2349.349121
	Iteration 24Q: 3 clusters Score -289128.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -289131.843750 Penalty: 2349.349121
	Iteration 25Q: 3 clusters Score -289131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -289133.125000 Penalty: 2349.349121
	Iteration 26Q: 3 clusters Score -289133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -289133.531250 Penalty: 2349.349121
	Iteration 27Q: 3 clusters Score -289133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -289135.093750 Penalty: 2349.349121
	Iteration 28Q: 3 clusters Score -289135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -289135.593750 Penalty: 2349.349121
	Iteration 29Q: 3 clusters Score -289135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -289136.562500 Penalty: 2349.349121
	Iteration 30Q: 3 clusters Score -289136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289137.750000 Penalty: 2349.349121
	Iteration 31Q: 3 clusters Score -289137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289138.937500 Penalty: 2349.349121
	Iteration 32Q: 3 clusters Score -289138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -289139.218750 Penalty: 2349.349121
	Iteration 33Q: 3 clusters Score -289139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289139.906250 Penalty: 2349.349121
	Iteration 34Q: 3 clusters Score -289139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -289140.000000 Penalty: 2349.349121
	Iteration 35Q: 3 clusters Score -289140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289140.937500 Penalty: 2349.349121
	Iteration 36Q: 3 clusters Score -289140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -289140.687500 Penalty: 2349.349121
	Iteration 37Q: 3 clusters Score -289140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -289141.187500 Penalty: 2349.349121
	Iteration 38Q: 3 clusters Score -289141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289141.843750 Penalty: 2349.349121
	Iteration 39Q: 3 clusters Score -289141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -289142.312500 Penalty: 2349.349121
	Iteration 40F: 3 clusters Score -289142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289141.875000 Penalty: 2349.349121
	Iteration 41Q: 3 clusters Score -289141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289141.875000 Penalty: 2349.349121
	Iteration 42F: 3 clusters Score -289141.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Entering Unmasked Estep 
Score: -2736186.000000 Penalty: 1503.282837
	Iteration 0F: 2 clusters Score -2736186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2720270.750000 Penalty: 3006.565674
	Iteration 0F: 3 clusters Score -2720271 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2726006.500000 Penalty: 3006.565674
	Iteration 1F: 3 clusters Score -2726006 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2726470.250000 Penalty: 3006.565674
	Iteration 2F: 3 clusters Score -2726470 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2726817.500000 Penalty: 3006.565674
	Iteration 3Q: 3 clusters Score -2726818 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2727152.000000 Penalty: 3006.565674
	Iteration 4Q: 3 clusters Score -2727152 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2727497.250000 Penalty: 3006.565674
	Iteration 5Q: 3 clusters Score -2727497 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2727866.250000 Penalty: 3006.565674
	Iteration 6Q: 3 clusters Score -2727866 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2728302.750000 Penalty: 3006.565674
	Iteration 7Q: 3 clusters Score -2728303 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2728820.000000 Penalty: 3006.565674
	Iteration 8Q: 3 clusters Score -2728820 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2729431.000000 Penalty: 3006.565674
	Iteration 9Q: 3 clusters Score -2729431 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2730155.500000 Penalty: 3006.565674
	Iteration 10F: 3 clusters Score -2730156 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2730901.250000 Penalty: 3006.565674
	Iteration 11F: 3 clusters Score -2730901 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2731676.750000 Penalty: 3006.565674
	Iteration 12Q: 3 clusters Score -2731677 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2732479.500000 Penalty: 3006.565674
	Iteration 13Q: 3 clusters Score -2732480 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2733181.750000 Penalty: 3006.565674
	Iteration 14Q: 3 clusters Score -2733182 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2733789.750000 Penalty: 3006.565674
	Iteration 15Q: 3 clusters Score -2733790 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2734268.250000 Penalty: 3006.565674
	Iteration 16Q: 3 clusters Score -2734268 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2734557.250000 Penalty: 3006.565674
	Iteration 17Q: 3 clusters Score -2734557 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2734720.750000 Penalty: 3006.565674
	Iteration 18Q: 3 clusters Score -2734721 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2734810.250000 Penalty: 3006.565674
	Iteration 19Q: 3 clusters Score -2734810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2734875.750000 Penalty: 3006.565674
	Iteration 20F: 3 clusters Score -2734876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2734909.750000 Penalty: 3006.565674
	Iteration 21Q: 3 clusters Score -2734910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2734939.000000 Penalty: 3006.565674
	Iteration 22Q: 3 clusters Score -2734939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2734962.250000 Penalty: 3006.565674
	Iteration 23Q: 3 clusters Score -2734962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2734980.500000 Penalty: 3006.565674
	Iteration 24Q: 3 clusters Score -2734980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2735001.000000 Penalty: 3006.565674
	Iteration 25Q: 3 clusters Score -2735001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2735017.500000 Penalty: 3006.565674
	Iteration 26Q: 3 clusters Score -2735018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2735022.500000 Penalty: 3006.565674
	Iteration 27Q: 3 clusters Score -2735022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2735025.000000 Penalty: 3006.565674
	Iteration 28Q: 3 clusters Score -2735025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2735033.500000 Penalty: 3006.565674
	Iteration 29Q: 3 clusters Score -2735034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2735043.500000 Penalty: 3006.565674
	Iteration 30Q: 3 clusters Score -2735044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2735058.750000 Penalty: 3006.565674
	Iteration 31Q: 3 clusters Score -2735059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2735067.000000 Penalty: 3006.565674
	Iteration 32Q: 3 clusters Score -2735067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2735074.500000 Penalty: 3006.565674
	Iteration 33Q: 3 clusters Score -2735074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2735076.000000 Penalty: 3006.565674
	Iteration 34Q: 3 clusters Score -2735076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2735074.750000 Penalty: 3006.565674
	Iteration 35Q: 3 clusters Score -2735075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2735075.500000 Penalty: 3006.565674
	Iteration 36Q: 3 clusters Score -2735076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2735078.750000 Penalty: 3006.565674
	Iteration 37Q: 3 clusters Score -2735079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2735078.750000 Penalty: 3006.565674
	Iteration 38F: 3 clusters Score -2735079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Entering Unmasked Estep 
Score: -1877346.250000 Penalty: 1447.464844
	Iteration 0F: 2 clusters Score -1877346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1866342.500000 Penalty: 2894.929688
	Iteration 0F: 3 clusters Score -1866342 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1870217.250000 Penalty: 2894.929688
	Iteration 1F: 3 clusters Score -1870217 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1870622.375000 Penalty: 2894.929688
	Iteration 2F: 3 clusters Score -1870622 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1870975.125000 Penalty: 2894.929688
	Iteration 3F: 3 clusters Score -1870975 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1871295.250000 Penalty: 2894.929688
	Iteration 4Q: 3 clusters Score -1871295 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1871621.000000 Penalty: 2894.929688
	Iteration 5Q: 3 clusters Score -1871621 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1871958.625000 Penalty: 2894.929688
	Iteration 6Q: 3 clusters Score -1871959 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1872314.500000 Penalty: 2894.929688
	Iteration 7Q: 3 clusters Score -1872314 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1872725.875000 Penalty: 2894.929688
	Iteration 8Q: 3 clusters Score -1872726 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1873177.500000 Penalty: 2894.929688
	Iteration 9Q: 3 clusters Score -1873178 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1873665.625000 Penalty: 2894.929688
	Iteration 10Q: 3 clusters Score -1873666 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1874178.125000 Penalty: 2894.929688
	Iteration 11Q: 3 clusters Score -1874178 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1874637.875000 Penalty: 2894.929688
	Iteration 12Q: 3 clusters Score -1874638 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1875086.000000 Penalty: 2894.929688
	Iteration 13Q: 3 clusters Score -1875086 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1875440.875000 Penalty: 2894.929688
	Iteration 14Q: 3 clusters Score -1875441 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1875700.500000 Penalty: 2894.929688
	Iteration 15Q: 3 clusters Score -1875700 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1875878.500000 Penalty: 2894.929688
	Iteration 16Q: 3 clusters Score -1875878 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1875988.250000 Penalty: 2894.929688
	Iteration 17Q: 3 clusters Score -1875988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1876046.000000 Penalty: 2894.929688
	Iteration 18Q: 3 clusters Score -1876046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1876083.000000 Penalty: 2894.929688
	Iteration 19Q: 3 clusters Score -1876083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1876112.500000 Penalty: 2894.929688
	Iteration 20F: 3 clusters Score -1876112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1876139.375000 Penalty: 2894.929688
	Iteration 21Q: 3 clusters Score -1876139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1876152.875000 Penalty: 2894.929688
	Iteration 22Q: 3 clusters Score -1876153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1876171.000000 Penalty: 2894.929688
	Iteration 23Q: 3 clusters Score -1876171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1876195.500000 Penalty: 2894.929688
	Iteration 24Q: 3 clusters Score -1876196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1876203.625000 Penalty: 2894.929688
	Iteration 25Q: 3 clusters Score -1876204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1876212.875000 Penalty: 2894.929688
	Iteration 26Q: 3 clusters Score -1876213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1876219.625000 Penalty: 2894.929688
	Iteration 27Q: 3 clusters Score -1876220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1876221.625000 Penalty: 2894.929688
	Iteration 28Q: 3 clusters Score -1876222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1876221.375000 Penalty: 2894.929688
	Iteration 29Q: 3 clusters Score -1876221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1876224.125000 Penalty: 2894.929688
	Iteration 30Q: 3 clusters Score -1876224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1876223.375000 Penalty: 2894.929688
	Iteration 31Q: 3 clusters Score -1876223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1876225.750000 Penalty: 2894.929688
	Iteration 32Q: 3 clusters Score -1876226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1876225.750000 Penalty: 2894.929688
	Iteration 33F: 3 clusters Score -1876226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Entering Unmasked Estep 
Score: -7082719.000000 Penalty: 1648.205688
	Iteration 0F: 2 clusters Score -7082719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -7040449.000000 Penalty: 3296.411377
	Iteration 0F: 3 clusters Score -7040449 nChanged 30134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -7057365.000000 Penalty: 3296.411377
	Iteration 1F: 3 clusters Score -7057365 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -7058067.500000 Penalty: 3296.411377
	Iteration 2Q: 3 clusters Score -7058068 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -7058918.000000 Penalty: 3296.411377
	Iteration 3Q: 3 clusters Score -7058918 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -7060081.500000 Penalty: 3296.411377
	Iteration 4Q: 3 clusters Score -7060082 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -7062002.500000 Penalty: 3296.411377
	Iteration 5F: 3 clusters Score -7062002 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -7065129.500000 Penalty: 3296.411377
	Iteration 6F: 3 clusters Score -7065130 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -7069613.000000 Penalty: 3296.411377
	Iteration 7F: 3 clusters Score -7069613 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -7074546.000000 Penalty: 3296.411377
	Iteration 8F: 3 clusters Score -7074546 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7078263.500000 Penalty: 3296.411377
	Iteration 9F: 3 clusters Score -7078264 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7080152.500000 Penalty: 3296.411377
	Iteration 10Q: 3 clusters Score -7080152 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7080830.000000 Penalty: 3296.411377
	Iteration 11Q: 3 clusters Score -7080830 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7081130.000000 Penalty: 3296.411377
	Iteration 12Q: 3 clusters Score -7081130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7081240.500000 Penalty: 3296.411377
	Iteration 13Q: 3 clusters Score -7081240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7081306.000000 Penalty: 3296.411377
	Iteration 14Q: 3 clusters Score -7081306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7081342.500000 Penalty: 3296.411377
	Iteration 15Q: 3 clusters Score -7081342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7081360.500000 Penalty: 3296.411377
	Iteration 16Q: 3 clusters Score -7081360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7081379.000000 Penalty: 3296.411377
	Iteration 17Q: 3 clusters Score -7081379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7081393.000000 Penalty: 3296.411377
	Iteration 18Q: 3 clusters Score -7081393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7081410.500000 Penalty: 3296.411377
	Iteration 19Q: 3 clusters Score -7081410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7081414.500000 Penalty: 3296.411377
	Iteration 20F: 3 clusters Score -7081414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7081414.000000 Penalty: 3296.411377
	Iteration 21Q: 3 clusters Score -7081414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7081414.500000 Penalty: 3296.411377
	Iteration 22Q: 3 clusters Score -7081414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7081414.500000 Penalty: 3296.411377
	Iteration 23F: 3 clusters Score -7081414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Entering Unmasked Estep 
Score: -4459144.500000 Penalty: 1578.318848
	Iteration 0F: 2 clusters Score -4459144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4432867.500000 Penalty: 3156.637695
	Iteration 0F: 3 clusters Score -4432868 nChanged 18604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4442917.500000 Penalty: 3156.637695
	Iteration 1F: 3 clusters Score -4442918 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4443434.500000 Penalty: 3156.637695
	Iteration 2Q: 3 clusters Score -4443434 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -4443897.000000 Penalty: 3156.637695
	Iteration 3Q: 3 clusters Score -4443897 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4444408.500000 Penalty: 3156.637695
	Iteration 4Q: 3 clusters Score -4444408 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -4444875.000000 Penalty: 3156.637695
	Iteration 5Q: 3 clusters Score -4444875 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4445386.000000 Penalty: 3156.637695
	Iteration 6Q: 3 clusters Score -4445386 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4446000.000000 Penalty: 3156.637695
	Iteration 7Q: 3 clusters Score -4446000 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4446647.000000 Penalty: 3156.637695
	Iteration 8Q: 3 clusters Score -4446647 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -4447375.000000 Penalty: 3156.637695
	Iteration 9Q: 3 clusters Score -4447375 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -4448095.500000 Penalty: 3156.637695
	Iteration 10Q: 3 clusters Score -4448096 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4448912.500000 Penalty: 3156.637695
	Iteration 11Q: 3 clusters Score -4448912 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -4449789.500000 Penalty: 3156.637695
	Iteration 12Q: 3 clusters Score -4449790 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4450761.000000 Penalty: 3156.637695
	Iteration 13Q: 3 clusters Score -4450761 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -4451892.000000 Penalty: 3156.637695
	Iteration 14Q: 3 clusters Score -4451892 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4453052.000000 Penalty: 3156.637695
	Iteration 15Q: 3 clusters Score -4453052 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -4454165.500000 Penalty: 3156.637695
	Iteration 16Q: 3 clusters Score -4454166 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4455281.000000 Penalty: 3156.637695
	Iteration 17Q: 3 clusters Score -4455281 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4456133.000000 Penalty: 3156.637695
	Iteration 18Q: 3 clusters Score -4456133 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4456803.000000 Penalty: 3156.637695
	Iteration 19Q: 3 clusters Score -4456803 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4457243.000000 Penalty: 3156.637695
	Iteration 20F: 3 clusters Score -4457243 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4457548.500000 Penalty: 3156.637695
	Iteration 21Q: 3 clusters Score -4457548 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4457783.500000 Penalty: 3156.637695
	Iteration 22Q: 3 clusters Score -4457784 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4457913.000000 Penalty: 3156.637695
	Iteration 23Q: 3 clusters Score -4457913 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4458000.500000 Penalty: 3156.637695
	Iteration 24Q: 3 clusters Score -4458000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4458044.500000 Penalty: 3156.637695
	Iteration 25Q: 3 clusters Score -4458044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4458092.000000 Penalty: 3156.637695
	Iteration 26Q: 3 clusters Score -4458092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4458120.500000 Penalty: 3156.637695
	Iteration 27Q: 3 clusters Score -4458120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4458147.500000 Penalty: 3156.637695
	Iteration 28Q: 3 clusters Score -4458148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4458177.500000 Penalty: 3156.637695
	Iteration 29Q: 3 clusters Score -4458178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4458193.000000 Penalty: 3156.637695
	Iteration 30Q: 3 clusters Score -4458193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4458206.000000 Penalty: 3156.637695
	Iteration 31Q: 3 clusters Score -4458206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4458223.000000 Penalty: 3156.637695
	Iteration 32Q: 3 clusters Score -4458223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4458235.500000 Penalty: 3156.637695
	Iteration 33Q: 3 clusters Score -4458236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4458250.500000 Penalty: 3156.637695
	Iteration 34Q: 3 clusters Score -4458250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4458251.500000 Penalty: 3156.637695
	Iteration 35Q: 3 clusters Score -4458252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4458258.000000 Penalty: 3156.637695
	Iteration 36Q: 3 clusters Score -4458258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4458261.500000 Penalty: 3156.637695
	Iteration 37Q: 3 clusters Score -4458262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4458265.000000 Penalty: 3156.637695
	Iteration 38Q: 3 clusters Score -4458265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4458267.500000 Penalty: 3156.637695
	Iteration 39Q: 3 clusters Score -4458268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4458274.000000 Penalty: 3156.637695
	Iteration 40F: 3 clusters Score -4458274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4458276.500000 Penalty: 3156.637695
	Iteration 41Q: 3 clusters Score -4458276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4458271.000000 Penalty: 3156.637695
	Iteration 42Q: 3 clusters Score -4458271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4458275.500000 Penalty: 3156.637695
	Iteration 43Q: 3 clusters Score -4458276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4458279.000000 Penalty: 3156.637695
	Iteration 44Q: 3 clusters Score -4458279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4458284.000000 Penalty: 3156.637695
	Iteration 45Q: 3 clusters Score -4458284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4458281.500000 Penalty: 3156.637695
	Iteration 46Q: 3 clusters Score -4458282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4458287.000000 Penalty: 3156.637695
	Iteration 47Q: 3 clusters Score -4458287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4458288.500000 Penalty: 3156.637695
	Iteration 48Q: 3 clusters Score -4458288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4458287.000000 Penalty: 3156.637695
	Iteration 49Q: 3 clusters Score -4458287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4458284.500000 Penalty: 3156.637695
	Iteration 50Q: 3 clusters Score -4458284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4458289.500000 Penalty: 3156.637695
	Iteration 51Q: 3 clusters Score -4458290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4458290.500000 Penalty: 3156.637695
	Iteration 52Q: 3 clusters Score -4458290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4458286.500000 Penalty: 3156.637695
	Iteration 53Q: 3 clusters Score -4458286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4458293.500000 Penalty: 3156.637695
	Iteration 54Q: 3 clusters Score -4458294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4458294.000000 Penalty: 3156.637695
	Iteration 55Q: 3 clusters Score -4458294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4458297.000000 Penalty: 3156.637695
	Iteration 56Q: 3 clusters Score -4458297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4458303.500000 Penalty: 3156.637695
	Iteration 57Q: 3 clusters Score -4458304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4458301.500000 Penalty: 3156.637695
	Iteration 58Q: 3 clusters Score -4458302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4458297.500000 Penalty: 3156.637695
	Iteration 59Q: 3 clusters Score -4458298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4458299.000000 Penalty: 3156.637695
	Iteration 60F: 3 clusters Score -4458299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4458302.500000 Penalty: 3156.637695
	Iteration 61Q: 3 clusters Score -4458302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4458299.000000 Penalty: 3156.637695
	Iteration 62Q: 3 clusters Score -4458299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4458306.000000 Penalty: 3156.637695
	Iteration 63Q: 3 clusters Score -4458306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4458306.000000 Penalty: 3156.637695
	Iteration 64Q: 3 clusters Score -4458306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4458306.000000 Penalty: 3156.637695
	Iteration 65F: 3 clusters Score -4458306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -206652.187500 Penalty: 1124.862427
	Iteration 0F: 2 clusters Score -206652.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -204832.203125 Penalty: 2249.724854
	Iteration 0F: 3 clusters Score -204832.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -205312.765625 Penalty: 2249.724854
	Iteration 1F: 3 clusters Score -205312.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -205441.296875 Penalty: 2249.724854
	Iteration 2F: 3 clusters Score -205441.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -205499.640625 Penalty: 2249.724854
	Iteration 3Q: 3 clusters Score -205499.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -205543.000000 Penalty: 2249.724854
	Iteration 4Q: 3 clusters Score -205543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -205563.796875 Penalty: 2249.724854
	Iteration 5Q: 3 clusters Score -205563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -205577.765625 Penalty: 2249.724854
	Iteration 6Q: 3 clusters Score -205577.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -205588.796875 Penalty: 2249.724854
	Iteration 7Q: 3 clusters Score -205588.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205593.468750 Penalty: 2249.724854
	Iteration 8Q: 3 clusters Score -205593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -205596.984375 Penalty: 2249.724854
	Iteration 9Q: 3 clusters Score -205597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -205600.250000 Penalty: 2249.724854
	Iteration 10Q: 3 clusters Score -205600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -205601.984375 Penalty: 2249.724854
	Iteration 11Q: 3 clusters Score -205602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205606.484375 Penalty: 2249.724854
	Iteration 12Q: 3 clusters Score -205606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -205609.281250 Penalty: 2249.724854
	Iteration 13Q: 3 clusters Score -205609.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -205610.531250 Penalty: 2249.724854
	Iteration 14Q: 3 clusters Score -205610.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205612.093750 Penalty: 2249.724854
	Iteration 15Q: 3 clusters Score -205612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -205615.234375 Penalty: 2249.724854
	Iteration 16Q: 3 clusters Score -205615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -205619.171875 Penalty: 2249.724854
	Iteration 17Q: 3 clusters Score -205619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -205624.250000 Penalty: 2249.724854
	Iteration 18Q: 3 clusters Score -205624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -205628.156250 Penalty: 2249.724854
	Iteration 19Q: 3 clusters Score -205628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -205631.140625 Penalty: 2249.724854
	Iteration 20F: 3 clusters Score -205631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -205634.656250 Penalty: 2249.724854
	Iteration 21Q: 3 clusters Score -205634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -205636.484375 Penalty: 2249.724854
	Iteration 22Q: 3 clusters Score -205636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -205639.828125 Penalty: 2249.724854
	Iteration 23Q: 3 clusters Score -205639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -205641.953125 Penalty: 2249.724854
	Iteration 24Q: 3 clusters Score -205642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -205642.718750 Penalty: 2249.724854
	Iteration 25Q: 3 clusters Score -205642.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -205643.218750 Penalty: 2249.724854
	Iteration 26Q: 3 clusters Score -205643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -205643.218750 Penalty: 2249.724854
	Iteration 27F: 3 clusters Score -205643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Entering Unmasked Estep 
Score: -424256.281250 Penalty: 1241.308228
	Iteration 0F: 2 clusters Score -424256.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -421084.062500 Penalty: 2482.616455
	Iteration 0F: 3 clusters Score -421084.1 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -422245.406250 Penalty: 2482.616455
	Iteration 1F: 3 clusters Score -422245.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -422679.531250 Penalty: 2482.616455
	Iteration 2F: 3 clusters Score -422679.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -422963.906250 Penalty: 2482.616455
	Iteration 3F: 3 clusters Score -422963.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -423184.625000 Penalty: 2482.616455
	Iteration 4F: 3 clusters Score -423184.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -423352.062500 Penalty: 2482.616455
	Iteration 5Q: 3 clusters Score -423352.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -423466.625000 Penalty: 2482.616455
	Iteration 6Q: 3 clusters Score -423466.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -423562.812500 Penalty: 2482.616455
	Iteration 7Q: 3 clusters Score -423562.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -423630.781250 Penalty: 2482.616455
	Iteration 8Q: 3 clusters Score -423630.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -423673.750000 Penalty: 2482.616455
	Iteration 9Q: 3 clusters Score -423673.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -423705.937500 Penalty: 2482.616455
	Iteration 10Q: 3 clusters Score -423705.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -423738.656250 Penalty: 2482.616455
	Iteration 11Q: 3 clusters Score -423738.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -423767.531250 Penalty: 2482.616455
	Iteration 12Q: 3 clusters Score -423767.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -423783.968750 Penalty: 2482.616455
	Iteration 13Q: 3 clusters Score -423784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -423790.093750 Penalty: 2482.616455
	Iteration 14Q: 3 clusters Score -423790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -423795.375000 Penalty: 2482.616455
	Iteration 15Q: 3 clusters Score -423795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -423796.656250 Penalty: 2482.616455
	Iteration 16Q: 3 clusters Score -423796.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -423798.656250 Penalty: 2482.616455
	Iteration 17Q: 3 clusters Score -423798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -423799.906250 Penalty: 2482.616455
	Iteration 18Q: 3 clusters Score -423799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -423801.562500 Penalty: 2482.616455
	Iteration 19Q: 3 clusters Score -423801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -423802.187500 Penalty: 2482.616455
	Iteration 20F: 3 clusters Score -423802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -423802.000000 Penalty: 2482.616455
	Iteration 21Q: 3 clusters Score -423802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -423802.937500 Penalty: 2482.616455
	Iteration 22Q: 3 clusters Score -423802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -423803.093750 Penalty: 2482.616455
	Iteration 23Q: 3 clusters Score -423803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -423802.875000 Penalty: 2482.616455
	Iteration 24Q: 3 clusters Score -423802.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -423803.906250 Penalty: 2482.616455
	Iteration 25Q: 3 clusters Score -423803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -423803.906250 Penalty: 2482.616455
	Iteration 26F: 3 clusters Score -423803.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (87670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Entering Unmasked Estep 
Score: -9712606.000000 Penalty: 1693.542725
	Iteration 0F: 2 clusters Score -9712606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -9655067.000000 Penalty: 3387.085449
	Iteration 0F: 3 clusters Score -9655067 nChanged 41254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -9678663.000000 Penalty: 3387.085449
	Iteration 1F: 3 clusters Score -9678663 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -9679754.000000 Penalty: 3387.085449
	Iteration 2Q: 3 clusters Score -9679754 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -9681277.000000 Penalty: 3387.085449
	Iteration 3Q: 3 clusters Score -9681277 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -9683059.000000 Penalty: 3387.085449
	Iteration 4F: 3 clusters Score -9683059 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -9685026.000000 Penalty: 3387.085449
	Iteration 5F: 3 clusters Score -9685026 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -9686812.000000 Penalty: 3387.085449
	Iteration 6F: 3 clusters Score -9686812 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -9688335.000000 Penalty: 3387.085449
	Iteration 7Q: 3 clusters Score -9688335 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -9689421.000000 Penalty: 3387.085449
	Iteration 8Q: 3 clusters Score -9689421 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -9690325.000000 Penalty: 3387.085449
	Iteration 9Q: 3 clusters Score -9690325 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -9691003.000000 Penalty: 3387.085449
	Iteration 10Q: 3 clusters Score -9691003 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -9691365.000000 Penalty: 3387.085449
	Iteration 11Q: 3 clusters Score -9691365 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -9691612.000000 Penalty: 3387.085449
	Iteration 12Q: 3 clusters Score -9691612 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -9691805.000000 Penalty: 3387.085449
	Iteration 13Q: 3 clusters Score -9691805 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -9691985.000000 Penalty: 3387.085449
	Iteration 14Q: 3 clusters Score -9691985 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -9692191.000000 Penalty: 3387.085449
	Iteration 15Q: 3 clusters Score -9692191 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -9692389.000000 Penalty: 3387.085449
	Iteration 16Q: 3 clusters Score -9692389 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -9692563.000000 Penalty: 3387.085449
	Iteration 17Q: 3 clusters Score -9692563 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -9692755.000000 Penalty: 3387.085449
	Iteration 18Q: 3 clusters Score -9692755 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -9693030.000000 Penalty: 3387.085449
	Iteration 19Q: 3 clusters Score -9693030 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -9693470.000000 Penalty: 3387.085449
	Iteration 20F: 3 clusters Score -9693470 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -9694109.000000 Penalty: 3387.085449
	Iteration 21Q: 3 clusters Score -9694109 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -9694959.000000 Penalty: 3387.085449
	Iteration 22Q: 3 clusters Score -9694959 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -9696265.000000 Penalty: 3387.085449
	Iteration 23Q: 3 clusters Score -9696265 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -9697860.000000 Penalty: 3387.085449
	Iteration 24Q: 3 clusters Score -9697860 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -9700059.000000 Penalty: 3387.085449
	Iteration 25Q: 3 clusters Score -9700059 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -9702371.000000 Penalty: 3387.085449
	Iteration 26Q: 3 clusters Score -9702371 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -9704665.000000 Penalty: 3387.085449
	Iteration 27Q: 3 clusters Score -9704665 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -9706844.000000 Penalty: 3387.085449
	Iteration 28Q: 3 clusters Score -9706844 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -9708552.000000 Penalty: 3387.085449
	Iteration 29Q: 3 clusters Score -9708552 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -9709752.000000 Penalty: 3387.085449
	Iteration 30Q: 3 clusters Score -9709752 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -9710613.000000 Penalty: 3387.085449
	Iteration 31Q: 3 clusters Score -9710613 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -9711074.000000 Penalty: 3387.085449
	Iteration 32Q: 3 clusters Score -9711074 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 83752 members 
Entering Unmasked Estep 
Score: -9711374.000000 Penalty: 3387.085449
	Iteration 33Q: 3 clusters Score -9711374 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -9711556.000000 Penalty: 3387.085449
	Iteration 34Q: 3 clusters Score -9711556 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -9711716.000000 Penalty: 3387.085449
	Iteration 35Q: 3 clusters Score -9711716 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -9711810.000000 Penalty: 3387.085449
	Iteration 36Q: 3 clusters Score -9711810 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -9711898.000000 Penalty: 3387.085449
	Iteration 37Q: 3 clusters Score -9711898 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -9711940.000000 Penalty: 3387.085449
	Iteration 38Q: 3 clusters Score -9711940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -9711972.000000 Penalty: 3387.085449
	Iteration 39Q: 3 clusters Score -9711972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -9712011.000000 Penalty: 3387.085449
	Iteration 40F: 3 clusters Score -9712011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 85557 members 
Entering Unmasked Estep 
Score: -9712023.000000 Penalty: 3387.085449
	Iteration 41Q: 3 clusters Score -9712023 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -9712049.000000 Penalty: 3387.085449
	Iteration 42Q: 3 clusters Score -9712049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -9712050.000000 Penalty: 3387.085449
	Iteration 43Q: 3 clusters Score -9712050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -9712070.000000 Penalty: 3387.085449
	Iteration 44Q: 3 clusters Score -9712070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -9712074.000000 Penalty: 3387.085449
	Iteration 45Q: 3 clusters Score -9712074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -9712085.000000 Penalty: 3387.085449
	Iteration 46Q: 3 clusters Score -9712085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -9712087.000000 Penalty: 3387.085449
	Iteration 47Q: 3 clusters Score -9712087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 85758 members 
Entering Unmasked Estep 
Score: -9712086.000000 Penalty: 3387.085449
	Iteration 48Q: 3 clusters Score -9712086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -9712089.000000 Penalty: 3387.085449
	Iteration 49Q: 3 clusters Score -9712089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -9712092.000000 Penalty: 3387.085449
	Iteration 50Q: 3 clusters Score -9712092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -9712094.000000 Penalty: 3387.085449
	Iteration 51Q: 3 clusters Score -9712094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -9712089.000000 Penalty: 3387.085449
	Iteration 52Q: 3 clusters Score -9712089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 85797 members 
Entering Unmasked Estep 
Score: -9712100.000000 Penalty: 3387.085449
	Iteration 53Q: 3 clusters Score -9712100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -9712097.000000 Penalty: 3387.085449
	Iteration 54Q: 3 clusters Score -9712097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -9712103.000000 Penalty: 3387.085449
	Iteration 55Q: 3 clusters Score -9712103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 85804 members 
Entering Unmasked Estep 
Score: -9712100.000000 Penalty: 3387.085449
	Iteration 56Q: 3 clusters Score -9712100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -9712103.000000 Penalty: 3387.085449
	Iteration 57Q: 3 clusters Score -9712103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -9712106.000000 Penalty: 3387.085449
	Iteration 58Q: 3 clusters Score -9712106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -9712108.000000 Penalty: 3387.085449
	Iteration 59Q: 3 clusters Score -9712108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 85813 members 
Entering Unmasked Estep 
Score: -9712106.000000 Penalty: 3387.085449
	Iteration 60F: 3 clusters Score -9712106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -9712100.000000 Penalty: 3387.085449
	Iteration 61Q: 3 clusters Score -9712100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -9712103.000000 Penalty: 3387.085449
	Iteration 62Q: 3 clusters Score -9712103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -9712102.000000 Penalty: 3387.085449
	Iteration 63Q: 3 clusters Score -9712102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -9712105.000000 Penalty: 3387.085449
	Iteration 64Q: 3 clusters Score -9712105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -9712102.000000 Penalty: 3387.085449
	Iteration 65Q: 3 clusters Score -9712102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -9712104.000000 Penalty: 3387.085449
	Iteration 66Q: 3 clusters Score -9712104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -9712111.000000 Penalty: 3387.085449
	Iteration 67Q: 3 clusters Score -9712111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -9712111.000000 Penalty: 3387.085449
	Iteration 68Q: 3 clusters Score -9712111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -9712113.000000 Penalty: 3387.085449
	Iteration 69Q: 3 clusters Score -9712113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -9712119.000000 Penalty: 3387.085449
	Iteration 70Q: 3 clusters Score -9712119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -9712115.000000 Penalty: 3387.085449
	Iteration 71Q: 3 clusters Score -9712115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -9712115.000000 Penalty: 3387.085449
	Iteration 72Q: 3 clusters Score -9712115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 85848 members 
Entering Unmasked Estep 
Score: -9712118.000000 Penalty: 3387.085449
	Iteration 73Q: 3 clusters Score -9712118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -9712119.000000 Penalty: 3387.085449
	Iteration 74Q: 3 clusters Score -9712119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -9712122.000000 Penalty: 3387.085449
	Iteration 75Q: 3 clusters Score -9712122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -9712122.000000 Penalty: 3387.085449
	Iteration 76F: 3 clusters Score -9712122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Entering Unmasked Estep 
Score: -4072791.500000 Penalty: 1563.642456
	Iteration 0F: 2 clusters Score -4072792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -4048849.750000 Penalty: 3127.284912
	Iteration 0F: 3 clusters Score -4048850 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4058014.750000 Penalty: 3127.284912
	Iteration 1F: 3 clusters Score -4058015 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4058729.500000 Penalty: 3127.284912
	Iteration 2Q: 3 clusters Score -4058730 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4059508.000000 Penalty: 3127.284912
	Iteration 3F: 3 clusters Score -4059508 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4060494.000000 Penalty: 3127.284912
	Iteration 4F: 3 clusters Score -4060494 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -4061838.750000 Penalty: 3127.284912
	Iteration 5F: 3 clusters Score -4061839 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -4063670.250000 Penalty: 3127.284912
	Iteration 6F: 3 clusters Score -4063670 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -4065903.000000 Penalty: 3127.284912
	Iteration 7F: 3 clusters Score -4065903 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4068042.250000 Penalty: 3127.284912
	Iteration 8F: 3 clusters Score -4068042 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4069637.750000 Penalty: 3127.284912
	Iteration 9Q: 3 clusters Score -4069638 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -4070522.250000 Penalty: 3127.284912
	Iteration 10Q: 3 clusters Score -4070522 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -4070992.000000 Penalty: 3127.284912
	Iteration 11Q: 3 clusters Score -4070992 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4071221.000000 Penalty: 3127.284912
	Iteration 12Q: 3 clusters Score -4071221 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4071337.250000 Penalty: 3127.284912
	Iteration 13Q: 3 clusters Score -4071337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4071436.750000 Penalty: 3127.284912
	Iteration 14Q: 3 clusters Score -4071437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4071477.250000 Penalty: 3127.284912
	Iteration 15Q: 3 clusters Score -4071477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -4071496.250000 Penalty: 3127.284912
	Iteration 16Q: 3 clusters Score -4071496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -4071509.000000 Penalty: 3127.284912
	Iteration 17Q: 3 clusters Score -4071509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4071526.750000 Penalty: 3127.284912
	Iteration 18Q: 3 clusters Score -4071527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4071534.500000 Penalty: 3127.284912
	Iteration 19Q: 3 clusters Score -4071534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4071551.250000 Penalty: 3127.284912
	Iteration 20F: 3 clusters Score -4071551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4071566.750000 Penalty: 3127.284912
	Iteration 21Q: 3 clusters Score -4071567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4071572.250000 Penalty: 3127.284912
	Iteration 22Q: 3 clusters Score -4071572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4071577.250000 Penalty: 3127.284912
	Iteration 23Q: 3 clusters Score -4071577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4071582.750000 Penalty: 3127.284912
	Iteration 24Q: 3 clusters Score -4071583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -4071584.750000 Penalty: 3127.284912
	Iteration 25Q: 3 clusters Score -4071585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4071586.750000 Penalty: 3127.284912
	Iteration 26Q: 3 clusters Score -4071587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4071586.750000 Penalty: 3127.284912
	Iteration 27F: 3 clusters Score -4071587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -190655.125000 Penalty: 1118.283325
	Iteration 0F: 2 clusters Score -190655.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -188922.671875 Penalty: 2236.566650
	Iteration 0F: 3 clusters Score -188922.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -189351.437500 Penalty: 2236.566650
	Iteration 1F: 3 clusters Score -189351.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -189447.468750 Penalty: 2236.566650
	Iteration 2F: 3 clusters Score -189447.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -189496.828125 Penalty: 2236.566650
	Iteration 3Q: 3 clusters Score -189496.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -189529.031250 Penalty: 2236.566650
	Iteration 4Q: 3 clusters Score -189529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -189557.953125 Penalty: 2236.566650
	Iteration 5Q: 3 clusters Score -189558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -189573.765625 Penalty: 2236.566650
	Iteration 6Q: 3 clusters Score -189573.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -189585.078125 Penalty: 2236.566650
	Iteration 7Q: 3 clusters Score -189585.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -189591.250000 Penalty: 2236.566650
	Iteration 8Q: 3 clusters Score -189591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -189595.750000 Penalty: 2236.566650
	Iteration 9Q: 3 clusters Score -189595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -189598.765625 Penalty: 2236.566650
	Iteration 10Q: 3 clusters Score -189598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -189602.875000 Penalty: 2236.566650
	Iteration 11Q: 3 clusters Score -189602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -189609.875000 Penalty: 2236.566650
	Iteration 12Q: 3 clusters Score -189609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -189612.875000 Penalty: 2236.566650
	Iteration 13Q: 3 clusters Score -189612.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -189616.390625 Penalty: 2236.566650
	Iteration 14Q: 3 clusters Score -189616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -189618.156250 Penalty: 2236.566650
	Iteration 15Q: 3 clusters Score -189618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -189619.187500 Penalty: 2236.566650
	Iteration 16Q: 3 clusters Score -189619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -189619.187500 Penalty: 2236.566650
	Iteration 17F: 3 clusters Score -189619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (91264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Entering Unmasked Estep 
Score: -10097333.000000 Penalty: 1699.520996
	Iteration 0F: 2 clusters Score -1.009733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -10037619.000000 Penalty: 3399.041992
	Iteration 0F: 3 clusters Score -1.003762e+07 nChanged 43112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -10062680.000000 Penalty: 3399.041992
	Iteration 1F: 3 clusters Score -1.006268e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -10064042.000000 Penalty: 3399.041992
	Iteration 2Q: 3 clusters Score -1.006404e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -10065684.000000 Penalty: 3399.041992
	Iteration 3Q: 3 clusters Score -1.006568e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -10067830.000000 Penalty: 3399.041992
	Iteration 4F: 3 clusters Score -1.006783e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -10070263.000000 Penalty: 3399.041992
	Iteration 5F: 3 clusters Score -1.007026e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -10072785.000000 Penalty: 3399.041992
	Iteration 6F: 3 clusters Score -1.007278e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -10075482.000000 Penalty: 3399.041992
	Iteration 7F: 3 clusters Score -1.007548e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -10078103.000000 Penalty: 3399.041992
	Iteration 8F: 3 clusters Score -1.00781e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -10080776.000000 Penalty: 3399.041992
	Iteration 9F: 3 clusters Score -1.008078e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -10083722.000000 Penalty: 3399.041992
	Iteration 10F: 3 clusters Score -1.008372e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -10086760.000000 Penalty: 3399.041992
	Iteration 11Q: 3 clusters Score -1.008676e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -10089698.000000 Penalty: 3399.041992
	Iteration 12Q: 3 clusters Score -1.00897e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -10092072.000000 Penalty: 3399.041992
	Iteration 13Q: 3 clusters Score -1.009207e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -10093820.000000 Penalty: 3399.041992
	Iteration 14Q: 3 clusters Score -1.009382e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10094883.000000 Penalty: 3399.041992
	Iteration 15Q: 3 clusters Score -1.009488e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -10095510.000000 Penalty: 3399.041992
	Iteration 16Q: 3 clusters Score -1.009551e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10095811.000000 Penalty: 3399.041992
	Iteration 17Q: 3 clusters Score -1.009581e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90411 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -10095933.000000 Penalty: 3399.041992
	Iteration 18Q: 3 clusters Score -1.009593e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10096035.000000 Penalty: 3399.041992
	Iteration 19Q: 3 clusters Score -1.009604e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10096069.000000 Penalty: 3399.041992
	Iteration 20F: 3 clusters Score -1.009607e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90604 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10096102.000000 Penalty: 3399.041992
	Iteration 21Q: 3 clusters Score -1.00961e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90626 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10096105.000000 Penalty: 3399.041992
	Iteration 22Q: 3 clusters Score -1.00961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10096130.000000 Penalty: 3399.041992
	Iteration 23Q: 3 clusters Score -1.009613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10096144.000000 Penalty: 3399.041992
	Iteration 24Q: 3 clusters Score -1.009614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10096156.000000 Penalty: 3399.041992
	Iteration 25Q: 3 clusters Score -1.009616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10096167.000000 Penalty: 3399.041992
	Iteration 26Q: 3 clusters Score -1.009617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10096176.000000 Penalty: 3399.041992
	Iteration 27Q: 3 clusters Score -1.009618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10096182.000000 Penalty: 3399.041992
	Iteration 28Q: 3 clusters Score -1.009618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10096188.000000 Penalty: 3399.041992
	Iteration 29Q: 3 clusters Score -1.009619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10096184.000000 Penalty: 3399.041992
	Iteration 30Q: 3 clusters Score -1.009618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10096190.000000 Penalty: 3399.041992
	Iteration 31Q: 3 clusters Score -1.009619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10096192.000000 Penalty: 3399.041992
	Iteration 32Q: 3 clusters Score -1.009619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10096191.000000 Penalty: 3399.041992
	Iteration 33Q: 3 clusters Score -1.009619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10096197.000000 Penalty: 3399.041992
	Iteration 34Q: 3 clusters Score -1.00962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10096197.000000 Penalty: 3399.041992
	Iteration 35F: 3 clusters Score -1.00962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Entering Unmasked Estep 
Score: -563239.625000 Penalty: 1259.003662
	Iteration 0F: 2 clusters Score -563239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -559717.937500 Penalty: 2518.007324
	Iteration 0F: 3 clusters Score -559717.9 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -560717.937500 Penalty: 2518.007324
	Iteration 1F: 3 clusters Score -560717.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -560923.187500 Penalty: 2518.007324
	Iteration 2F: 3 clusters Score -560923.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -561032.562500 Penalty: 2518.007324
	Iteration 3Q: 3 clusters Score -561032.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -561098.687500 Penalty: 2518.007324
	Iteration 4Q: 3 clusters Score -561098.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -561143.687500 Penalty: 2518.007324
	Iteration 5Q: 3 clusters Score -561143.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -561186.937500 Penalty: 2518.007324
	Iteration 6Q: 3 clusters Score -561186.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -561225.875000 Penalty: 2518.007324
	Iteration 7Q: 3 clusters Score -561225.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -561265.500000 Penalty: 2518.007324
	Iteration 8Q: 3 clusters Score -561265.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -561300.375000 Penalty: 2518.007324
	Iteration 9Q: 3 clusters Score -561300.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -561336.437500 Penalty: 2518.007324
	Iteration 10Q: 3 clusters Score -561336.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -561363.875000 Penalty: 2518.007324
	Iteration 11Q: 3 clusters Score -561363.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -561385.937500 Penalty: 2518.007324
	Iteration 12Q: 3 clusters Score -561385.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -561405.562500 Penalty: 2518.007324
	Iteration 13Q: 3 clusters Score -561405.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -561418.375000 Penalty: 2518.007324
	Iteration 14Q: 3 clusters Score -561418.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -561427.250000 Penalty: 2518.007324
	Iteration 15Q: 3 clusters Score -561427.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -561433.687500 Penalty: 2518.007324
	Iteration 16Q: 3 clusters Score -561433.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -561441.625000 Penalty: 2518.007324
	Iteration 17Q: 3 clusters Score -561441.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -561447.062500 Penalty: 2518.007324
	Iteration 18Q: 3 clusters Score -561447.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -561454.312500 Penalty: 2518.007324
	Iteration 19Q: 3 clusters Score -561454.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -561459.437500 Penalty: 2518.007324
	Iteration 20F: 3 clusters Score -561459.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -561466.250000 Penalty: 2518.007324
	Iteration 21Q: 3 clusters Score -561466.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -561474.500000 Penalty: 2518.007324
	Iteration 22Q: 3 clusters Score -561474.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -561483.937500 Penalty: 2518.007324
	Iteration 23Q: 3 clusters Score -561483.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -561494.875000 Penalty: 2518.007324
	Iteration 24Q: 3 clusters Score -561494.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -561505.812500 Penalty: 2518.007324
	Iteration 25Q: 3 clusters Score -561505.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -561518.625000 Penalty: 2518.007324
	Iteration 26Q: 3 clusters Score -561518.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -561530.062500 Penalty: 2518.007324
	Iteration 27Q: 3 clusters Score -561530.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -561541.000000 Penalty: 2518.007324
	Iteration 28Q: 3 clusters Score -561541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -561550.312500 Penalty: 2518.007324
	Iteration 29Q: 3 clusters Score -561550.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -561560.562500 Penalty: 2518.007324
	Iteration 30Q: 3 clusters Score -561560.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -561565.937500 Penalty: 2518.007324
	Iteration 31Q: 3 clusters Score -561565.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -561570.250000 Penalty: 2518.007324
	Iteration 32Q: 3 clusters Score -561570.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -561579.187500 Penalty: 2518.007324
	Iteration 33Q: 3 clusters Score -561579.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -561588.437500 Penalty: 2518.007324
	Iteration 34Q: 3 clusters Score -561588.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -561595.000000 Penalty: 2518.007324
	Iteration 35Q: 3 clusters Score -561595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -561605.375000 Penalty: 2518.007324
	Iteration 36Q: 3 clusters Score -561605.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -561620.000000 Penalty: 2518.007324
	Iteration 37Q: 3 clusters Score -561620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -561632.187500 Penalty: 2518.007324
	Iteration 38Q: 3 clusters Score -561632.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -561642.875000 Penalty: 2518.007324
	Iteration 39Q: 3 clusters Score -561642.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -561656.562500 Penalty: 2518.007324
	Iteration 40F: 3 clusters Score -561656.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -561672.437500 Penalty: 2518.007324
	Iteration 41Q: 3 clusters Score -561672.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -561685.750000 Penalty: 2518.007324
	Iteration 42Q: 3 clusters Score -561685.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -561701.062500 Penalty: 2518.007324
	Iteration 43Q: 3 clusters Score -561701.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -561720.562500 Penalty: 2518.007324
	Iteration 44Q: 3 clusters Score -561720.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -561740.375000 Penalty: 2518.007324
	Iteration 45Q: 3 clusters Score -561740.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -561759.437500 Penalty: 2518.007324
	Iteration 46Q: 3 clusters Score -561759.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -561783.312500 Penalty: 2518.007324
	Iteration 47Q: 3 clusters Score -561783.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -561810.750000 Penalty: 2518.007324
	Iteration 48Q: 3 clusters Score -561810.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -561840.562500 Penalty: 2518.007324
	Iteration 49Q: 3 clusters Score -561840.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -561877.187500 Penalty: 2518.007324
	Iteration 50Q: 3 clusters Score -561877.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -561915.062500 Penalty: 2518.007324
	Iteration 51Q: 3 clusters Score -561915.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -561945.437500 Penalty: 2518.007324
	Iteration 52Q: 3 clusters Score -561945.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -561977.812500 Penalty: 2518.007324
	Iteration 53Q: 3 clusters Score -561977.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -562003.812500 Penalty: 2518.007324
	Iteration 54Q: 3 clusters Score -562003.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -562032.125000 Penalty: 2518.007324
	Iteration 55Q: 3 clusters Score -562032.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -562052.312500 Penalty: 2518.007324
	Iteration 56Q: 3 clusters Score -562052.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -562072.250000 Penalty: 2518.007324
	Iteration 57Q: 3 clusters Score -562072.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -562087.437500 Penalty: 2518.007324
	Iteration 58Q: 3 clusters Score -562087.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -562107.250000 Penalty: 2518.007324
	Iteration 59Q: 3 clusters Score -562107.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -562133.000000 Penalty: 2518.007324
	Iteration 60F: 3 clusters Score -562133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -562152.125000 Penalty: 2518.007324
	Iteration 61Q: 3 clusters Score -562152.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -562168.625000 Penalty: 2518.007324
	Iteration 62Q: 3 clusters Score -562168.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -562182.812500 Penalty: 2518.007324
	Iteration 63Q: 3 clusters Score -562182.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -562197.500000 Penalty: 2518.007324
	Iteration 64Q: 3 clusters Score -562197.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -562208.125000 Penalty: 2518.007324
	Iteration 65Q: 3 clusters Score -562208.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -562212.750000 Penalty: 2518.007324
	Iteration 66Q: 3 clusters Score -562212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -562218.500000 Penalty: 2518.007324
	Iteration 67Q: 3 clusters Score -562218.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -562224.562500 Penalty: 2518.007324
	Iteration 68Q: 3 clusters Score -562224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -562227.750000 Penalty: 2518.007324
	Iteration 69Q: 3 clusters Score -562227.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -562237.812500 Penalty: 2518.007324
	Iteration 70Q: 3 clusters Score -562237.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -562250.125000 Penalty: 2518.007324
	Iteration 71Q: 3 clusters Score -562250.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -562260.062500 Penalty: 2518.007324
	Iteration 72Q: 3 clusters Score -562260.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -562270.062500 Penalty: 2518.007324
	Iteration 73Q: 3 clusters Score -562270.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -562281.312500 Penalty: 2518.007324
	Iteration 74Q: 3 clusters Score -562281.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -562291.875000 Penalty: 2518.007324
	Iteration 75Q: 3 clusters Score -562291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -562297.937500 Penalty: 2518.007324
	Iteration 76Q: 3 clusters Score -562297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -562304.187500 Penalty: 2518.007324
	Iteration 77Q: 3 clusters Score -562304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -562312.375000 Penalty: 2518.007324
	Iteration 78Q: 3 clusters Score -562312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -562319.312500 Penalty: 2518.007324
	Iteration 79Q: 3 clusters Score -562319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -562322.875000 Penalty: 2518.007324
	Iteration 80F: 3 clusters Score -562322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -562325.937500 Penalty: 2518.007324
	Iteration 81Q: 3 clusters Score -562325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -562328.625000 Penalty: 2518.007324
	Iteration 82Q: 3 clusters Score -562328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -562330.000000 Penalty: 2518.007324
	Iteration 83Q: 3 clusters Score -562330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -562330.000000 Penalty: 2518.007324
	Iteration 84F: 3 clusters Score -562330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Entering Unmasked Estep 
Score: -2236095.750000 Penalty: 1479.353394
	Iteration 0F: 2 clusters Score -2236096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2222622.500000 Penalty: 2958.706787
	Iteration 0F: 3 clusters Score -2222622 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2227633.250000 Penalty: 2958.706787
	Iteration 1F: 3 clusters Score -2227633 nChanged 1226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2228162 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2228611 nChanged 1001
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2229039 nChanged 964
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2230008 nChanged 1013
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2230549.250000 Penalty: 2958.706787
	Iteration 7Q: 3 clusters Score -2230549 nChanged 969
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -2231080 nChanged 910
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2231578 nChanged 828
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2231992.750000 Penalty: 2958.706787
	Iteration 10Q: 3 clusters Score -2231993 nChanged 719
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2232374.250000 Penalty: 2958.706787
	Iteration 11Q: 3 clusters Score -2232374 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2232714 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2233008 nChanged 541
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2233268 nChanged 509
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2233510.500000 Penalty: 2958.706787
	Iteration 15Q: 3 clusters Score -2233510 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2233688 nChanged 341
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2233785 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2233876 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2233946 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2234004.250000 Penalty: 2958.706787
	Iteration 20F: 3 clusters Score -2234004 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2234052 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2234082.750000 Penalty: 2958.706787
	Iteration 22Q: 3 clusters Score -2234083 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2234117.250000 Penalty: 2958.706787
	Iteration 23Q: 3 clusters Score -2234117 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2234148.000000 Penalty: 2958.706787
	Iteration 24Q: 3 clusters Score -2234148 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2234183.750000 Penalty: 2958.706787
	Iteration 25Q: 3 clusters Score -2234184 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2234221.250000 Penalty: 2958.706787
	Iteration 26Q: 3 clusters Score -2234221 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2234253.500000 Penalty: 2958.706787
	Iteration 27Q: 3 clusters Score -2234254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2234284.000000 Penalty: 2958.706787
	Iteration 28Q: 3 clusters Score -2234284 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2234318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2234349 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2234390.750000 Penalty: 2958.706787
	Iteration 31Q: 3 clusters Score -2234391 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2234440 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2234472 nChanged 139
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Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2234514 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2234566 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2234619 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2234659 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2234704.000000 Penalty: 2958.706787
	Iteration 38Q: 3 clusters Score -2234704 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2234735.500000 Penalty: 2958.706787
	Iteration 39Q: 3 clusters Score -2234736 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2234769.000000 Penalty: 2958.706787
	Iteration 40F: 3 clusters Score -2234769 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2234789.500000 Penalty: 2958.706787
	Iteration 41Q: 3 clusters Score -2234790 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2234804.000000 Penalty: 2958.706787
	Iteration 42Q: 3 clusters Score -2234804 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2234823.500000 Penalty: 2958.706787
	Iteration 43Q: 3 clusters Score -2234824 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2234833.500000 Penalty: 2958.706787
	Iteration 44Q: 3 clusters Score -2234834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2234845.500000 Penalty: 2958.706787
	Iteration 45Q: 3 clusters Score -2234846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2234840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2234845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2234841.500000 Penalty: 2958.706787
	Iteration 48Q: 3 clusters Score -2234842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2234848.750000 Penalty: 2958.706787
	Iteration 49Q: 3 clusters Score -2234849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2234854.250000 Penalty: 2958.706787
	Iteration 50Q: 3 clusters Score -2234854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2234863.000000 Penalty: 2958.706787
	Iteration 51Q: 3 clusters Score -2234863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2234864.500000 Penalty: 2958.706787
	Iteration 52Q: 3 clusters Score -2234864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2234869 nChanged 36
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Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2234870 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2234874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2234879.750000 Penalty: 2958.706787
	Iteration 56Q: 3 clusters Score -2234880 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2234890.250000 Penalty: 2958.706787
	Iteration 57Q: 3 clusters Score -2234890 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2234901.750000 Penalty: 2958.706787
	Iteration 58Q: 3 clusters Score -2234902 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2234900.000000 Penalty: 2958.706787
	Iteration 59Q: 3 clusters Score -2234900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2234906.500000 Penalty: 2958.706787
	Iteration 60F: 3 clusters Score -2234906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2234910.500000 Penalty: 2958.706787
	Iteration 61Q: 3 clusters Score -2234910 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2234909.500000 Penalty: 2958.706787
	Iteration 62Q: 3 clusters Score -2234910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2234911.250000 Penalty: 2958.706787
	Iteration 63Q: 3 clusters Score -2234911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2234912.750000 Penalty: 2958.706787
	Iteration 64Q: 3 clusters Score -2234913 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2234912 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2234919.750000 Penalty: 2958.706787
	Iteration 66Q: 3 clusters Score -2234920 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2234922.500000 Penalty: 2958.706787
	Iteration 67Q: 3 clusters Score -2234922 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2234926.500000 Penalty: 2958.706787
	Iteration 68Q: 3 clusters Score -2234926 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2234928.000000 Penalty: 2958.706787
	Iteration 69Q: 3 clusters Score -2234928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2234930.250000 Penalty: 2958.706787
	Iteration 70Q: 3 clusters Score -2234930 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2234939.750000 Penalty: 2958.706787
	Iteration 71Q: 3 clusters Score -2234940 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2234945.000000 Penalty: 2958.706787
	Iteration 72Q: 3 clusters Score -2234945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2234951.500000 Penalty: 2958.706787
	Iteration 73Q: 3 clusters Score -2234952 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2234954.750000 Penalty: 2958.706787
	Iteration 74Q: 3 clusters Score -2234955 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2234952 nChanged 21
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2234954 nChanged 23
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Mstep: Class 1 contains 5426 members 
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Entering Unmasked Estep 
Score: -2234960.500000 Penalty: 2958.706787
	Iteration 77Q: 3 clusters Score -2234960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2234966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2234966 nChanged 24
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Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2234969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2234973.750000 Penalty: 2958.706787
	Iteration 81Q: 3 clusters Score -2234974 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2234984 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2234977.000000 Penalty: 2958.706787
	Iteration 83Q: 3 clusters Score -2234977 nChanged 25
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Mstep: Class 1 contains 5244 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2234986 nChanged 27
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Mstep: Class 1 contains 5217 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2234988 nChanged 22
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Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2234988 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2234991.750000 Penalty: 2958.706787
	Iteration 87Q: 3 clusters Score -2234992 nChanged 11
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Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2234996 nChanged 12
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Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 15625 members 
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	Iteration 89Q: 3 clusters Score -2234998 nChanged 19
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Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2234998 nChanged 17
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Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2235001.000000 Penalty: 2958.706787
	Iteration 91Q: 3 clusters Score -2235001 nChanged 14
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Mstep: Class 1 contains 5112 members 
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Entering Unmasked Estep 
Score: -2235002.750000 Penalty: 2958.706787
	Iteration 92Q: 3 clusters Score -2235003 nChanged 17
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Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2235004.500000 Penalty: 2958.706787
	Iteration 93Q: 3 clusters Score -2235004 nChanged 17
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Entering Unmasked Estep 
Score: -2235002.750000 Penalty: 2958.706787
	Iteration 94Q: 3 clusters Score -2235003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2235008.500000 Penalty: 2958.706787
	Iteration 95Q: 3 clusters Score -2235008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2235017.750000 Penalty: 2958.706787
	Iteration 96Q: 3 clusters Score -2235018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2235012.000000 Penalty: 2958.706787
	Iteration 97Q: 3 clusters Score -2235012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2235016.250000 Penalty: 2958.706787
	Iteration 98Q: 3 clusters Score -2235016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2235016.250000 Penalty: 2958.706787
	Iteration 99Q: 3 clusters Score -2235016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2235024.500000 Penalty: 2958.706787
	Iteration 100F: 3 clusters Score -2235024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2235024.250000 Penalty: 2958.706787
	Iteration 101Q: 3 clusters Score -2235024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2235028.250000 Penalty: 2958.706787
	Iteration 102Q: 3 clusters Score -2235028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2235024.750000 Penalty: 2958.706787
	Iteration 103Q: 3 clusters Score -2235025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2235033.250000 Penalty: 2958.706787
	Iteration 104Q: 3 clusters Score -2235033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2235035.000000 Penalty: 2958.706787
	Iteration 105Q: 3 clusters Score -2235035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2235040.750000 Penalty: 2958.706787
	Iteration 106Q: 3 clusters Score -2235041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2235047.000000 Penalty: 2958.706787
	Iteration 107Q: 3 clusters Score -2235047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2235051.000000 Penalty: 2958.706787
	Iteration 108Q: 3 clusters Score -2235051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2235046.750000 Penalty: 2958.706787
	Iteration 109Q: 3 clusters Score -2235047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2235055.000000 Penalty: 2958.706787
	Iteration 110Q: 3 clusters Score -2235055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2235050.750000 Penalty: 2958.706787
	Iteration 111Q: 3 clusters Score -2235051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2235050.000000 Penalty: 2958.706787
	Iteration 112Q: 3 clusters Score -2235050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2235052.500000 Penalty: 2958.706787
	Iteration 113Q: 3 clusters Score -2235052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2235054.750000 Penalty: 2958.706787
	Iteration 114Q: 3 clusters Score -2235055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2235053.750000 Penalty: 2958.706787
	Iteration 115Q: 3 clusters Score -2235054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2235059.500000 Penalty: 2958.706787
	Iteration 116Q: 3 clusters Score -2235060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2235060.000000 Penalty: 2958.706787
	Iteration 117Q: 3 clusters Score -2235060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2235059.750000 Penalty: 2958.706787
	Iteration 118Q: 3 clusters Score -2235060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2235061.750000 Penalty: 2958.706787
	Iteration 119Q: 3 clusters Score -2235062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2235062.250000 Penalty: 2958.706787
	Iteration 120F: 3 clusters Score -2235062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2235069.000000 Penalty: 2958.706787
	Iteration 121Q: 3 clusters Score -2235069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2235066.500000 Penalty: 2958.706787
	Iteration 122Q: 3 clusters Score -2235066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2235070.000000 Penalty: 2958.706787
	Iteration 123Q: 3 clusters Score -2235070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2235071.000000 Penalty: 2958.706787
	Iteration 124Q: 3 clusters Score -2235071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2235072.000000 Penalty: 2958.706787
	Iteration 125Q: 3 clusters Score -2235072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2235076.250000 Penalty: 2958.706787
	Iteration 126Q: 3 clusters Score -2235076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2235079.250000 Penalty: 2958.706787
	Iteration 127Q: 3 clusters Score -2235079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2235080.750000 Penalty: 2958.706787
	Iteration 128Q: 3 clusters Score -2235081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2235080.250000 Penalty: 2958.706787
	Iteration 129Q: 3 clusters Score -2235080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2235077.250000 Penalty: 2958.706787
	Iteration 130Q: 3 clusters Score -2235077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2235079.500000 Penalty: 2958.706787
	Iteration 131Q: 3 clusters Score -2235080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2235077.250000 Penalty: 2958.706787
	Iteration 132Q: 3 clusters Score -2235077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2235077.250000 Penalty: 2958.706787
	Iteration 133Q: 3 clusters Score -2235077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2235075.000000 Penalty: 2958.706787
	Iteration 134Q: 3 clusters Score -2235075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2235077.000000 Penalty: 2958.706787
	Iteration 135Q: 3 clusters Score -2235077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2235075.750000 Penalty: 2958.706787
	Iteration 136Q: 3 clusters Score -2235076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2235075.750000 Penalty: 2958.706787
	Iteration 137F: 3 clusters Score -2235076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Entering Unmasked Estep 
Score: -4227266.500000 Penalty: 1568.864624
	Iteration 0F: 2 clusters Score -4227266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4202520.500000 Penalty: 3137.729248
	Iteration 0F: 3 clusters Score -4202520 nChanged 17326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4211962.500000 Penalty: 3137.729248
	Iteration 1F: 3 clusters Score -4211962 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4212562.500000 Penalty: 3137.729248
	Iteration 2Q: 3 clusters Score -4212562 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4213117.000000 Penalty: 3137.729248
	Iteration 3Q: 3 clusters Score -4213117 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -4213791.000000 Penalty: 3137.729248
	Iteration 4Q: 3 clusters Score -4213791 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4214610.500000 Penalty: 3137.729248
	Iteration 5Q: 3 clusters Score -4214610 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4215604.500000 Penalty: 3137.729248
	Iteration 6F: 3 clusters Score -4215604 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -4216748.000000 Penalty: 3137.729248
	Iteration 7F: 3 clusters Score -4216748 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -4217931.500000 Penalty: 3137.729248
	Iteration 8F: 3 clusters Score -4217932 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -4219104.000000 Penalty: 3137.729248
	Iteration 9F: 3 clusters Score -4219104 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4220340.500000 Penalty: 3137.729248
	Iteration 10F: 3 clusters Score -4220340 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -4221543.500000 Penalty: 3137.729248
	Iteration 11Q: 3 clusters Score -4221544 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4222626.500000 Penalty: 3137.729248
	Iteration 12Q: 3 clusters Score -4222626 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4223610.500000 Penalty: 3137.729248
	Iteration 13Q: 3 clusters Score -4223610 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4224395.000000 Penalty: 3137.729248
	Iteration 14Q: 3 clusters Score -4224395 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4224978.000000 Penalty: 3137.729248
	Iteration 15Q: 3 clusters Score -4224978 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4225375.500000 Penalty: 3137.729248
	Iteration 16Q: 3 clusters Score -4225376 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4225623.000000 Penalty: 3137.729248
	Iteration 17Q: 3 clusters Score -4225623 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4225783.000000 Penalty: 3137.729248
	Iteration 18Q: 3 clusters Score -4225783 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4225858.000000 Penalty: 3137.729248
	Iteration 19Q: 3 clusters Score -4225858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4225895.500000 Penalty: 3137.729248
	Iteration 20F: 3 clusters Score -4225896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4225925.500000 Penalty: 3137.729248
	Iteration 21Q: 3 clusters Score -4225926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4225939.000000 Penalty: 3137.729248
	Iteration 22Q: 3 clusters Score -4225939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4225946.500000 Penalty: 3137.729248
	Iteration 23Q: 3 clusters Score -4225946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4225968.000000 Penalty: 3137.729248
	Iteration 24Q: 3 clusters Score -4225968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4225983.000000 Penalty: 3137.729248
	Iteration 25Q: 3 clusters Score -4225983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4225995.000000 Penalty: 3137.729248
	Iteration 26Q: 3 clusters Score -4225995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4226000.500000 Penalty: 3137.729248
	Iteration 27Q: 3 clusters Score -4226000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4226001.500000 Penalty: 3137.729248
	Iteration 28Q: 3 clusters Score -4226002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4226012.500000 Penalty: 3137.729248
	Iteration 29Q: 3 clusters Score -4226012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4226017.000000 Penalty: 3137.729248
	Iteration 30Q: 3 clusters Score -4226017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4226027.000000 Penalty: 3137.729248
	Iteration 31Q: 3 clusters Score -4226027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4226031.500000 Penalty: 3137.729248
	Iteration 32Q: 3 clusters Score -4226032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4226038.500000 Penalty: 3137.729248
	Iteration 33Q: 3 clusters Score -4226038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4226043.500000 Penalty: 3137.729248
	Iteration 34Q: 3 clusters Score -4226044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4226048.000000 Penalty: 3137.729248
	Iteration 35Q: 3 clusters Score -4226048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4226051.500000 Penalty: 3137.729248
	Iteration 36Q: 3 clusters Score -4226052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4226059.500000 Penalty: 3137.729248
	Iteration 37Q: 3 clusters Score -4226060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4226057.000000 Penalty: 3137.729248
	Iteration 38Q: 3 clusters Score -4226057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4226066.500000 Penalty: 3137.729248
	Iteration 39Q: 3 clusters Score -4226066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4226066.500000 Penalty: 3137.729248
	Iteration 40F: 3 clusters Score -4226066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Entering Unmasked Estep 
Score: -2383595.000000 Penalty: 1498.072021
	Iteration 0F: 2 clusters Score -2383595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2368183.500000 Penalty: 2996.144043
	Iteration 0F: 3 clusters Score -2368184 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2373852.500000 Penalty: 2996.144043
	Iteration 1F: 3 clusters Score -2373852 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2374301.000000 Penalty: 2996.144043
	Iteration 2F: 3 clusters Score -2374301 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2374641.750000 Penalty: 2996.144043
	Iteration 3Q: 3 clusters Score -2374642 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2374959.750000 Penalty: 2996.144043
	Iteration 4Q: 3 clusters Score -2374960 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2375252.750000 Penalty: 2996.144043
	Iteration 5Q: 3 clusters Score -2375253 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2375505.250000 Penalty: 2996.144043
	Iteration 6Q: 3 clusters Score -2375505 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2375768.250000 Penalty: 2996.144043
	Iteration 7Q: 3 clusters Score -2375768 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2376028.750000 Penalty: 2996.144043
	Iteration 8Q: 3 clusters Score -2376029 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2376331.750000 Penalty: 2996.144043
	Iteration 9Q: 3 clusters Score -2376332 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2376681.750000 Penalty: 2996.144043
	Iteration 10Q: 3 clusters Score -2376682 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2377053.750000 Penalty: 2996.144043
	Iteration 11Q: 3 clusters Score -2377054 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2377424.250000 Penalty: 2996.144043
	Iteration 12Q: 3 clusters Score -2377424 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2377892.000000 Penalty: 2996.144043
	Iteration 13Q: 3 clusters Score -2377892 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2378425.000000 Penalty: 2996.144043
	Iteration 14Q: 3 clusters Score -2378425 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2379078.500000 Penalty: 2996.144043
	Iteration 15Q: 3 clusters Score -2379078 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2379735.000000 Penalty: 2996.144043
	Iteration 16Q: 3 clusters Score -2379735 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2380373.250000 Penalty: 2996.144043
	Iteration 17Q: 3 clusters Score -2380373 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2380951.250000 Penalty: 2996.144043
	Iteration 18Q: 3 clusters Score -2380951 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2381416.000000 Penalty: 2996.144043
	Iteration 19Q: 3 clusters Score -2381416 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2381756.250000 Penalty: 2996.144043
	Iteration 20F: 3 clusters Score -2381756 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2381941.000000 Penalty: 2996.144043
	Iteration 21Q: 3 clusters Score -2381941 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2382089.500000 Penalty: 2996.144043
	Iteration 22Q: 3 clusters Score -2382090 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2382193.250000 Penalty: 2996.144043
	Iteration 23Q: 3 clusters Score -2382193 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2382260.000000 Penalty: 2996.144043
	Iteration 24Q: 3 clusters Score -2382260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2382322.500000 Penalty: 2996.144043
	Iteration 25Q: 3 clusters Score -2382322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2382363.250000 Penalty: 2996.144043
	Iteration 26Q: 3 clusters Score -2382363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2382401.000000 Penalty: 2996.144043
	Iteration 27Q: 3 clusters Score -2382401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2382434.000000 Penalty: 2996.144043
	Iteration 28Q: 3 clusters Score -2382434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2382457.750000 Penalty: 2996.144043
	Iteration 29Q: 3 clusters Score -2382458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2382472.750000 Penalty: 2996.144043
	Iteration 30Q: 3 clusters Score -2382473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -2382477.750000 Penalty: 2996.144043
	Iteration 31Q: 3 clusters Score -2382478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2382483.750000 Penalty: 2996.144043
	Iteration 32Q: 3 clusters Score -2382484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2382484.500000 Penalty: 2996.144043
	Iteration 33Q: 3 clusters Score -2382484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -2382493.500000 Penalty: 2996.144043
	Iteration 34Q: 3 clusters Score -2382494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2382497.250000 Penalty: 2996.144043
	Iteration 35Q: 3 clusters Score -2382497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -2382500.750000 Penalty: 2996.144043
	Iteration 36Q: 3 clusters Score -2382501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2382502.750000 Penalty: 2996.144043
	Iteration 37Q: 3 clusters Score -2382503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2382504.500000 Penalty: 2996.144043
	Iteration 38Q: 3 clusters Score -2382504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2382508.000000 Penalty: 2996.144043
	Iteration 39Q: 3 clusters Score -2382508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2382507.750000 Penalty: 2996.144043
	Iteration 40F: 3 clusters Score -2382508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2382509.750000 Penalty: 2996.144043
	Iteration 41Q: 3 clusters Score -2382510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2382509.750000 Penalty: 2996.144043
	Iteration 42F: 3 clusters Score -2382510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -182911.062500 Penalty: 1089.687866
	Iteration 0F: 2 clusters Score -182911.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -181321.296875 Penalty: 2179.375732
	Iteration 0F: 3 clusters Score -181321.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -181674.625000 Penalty: 2179.375732
	Iteration 1F: 3 clusters Score -181674.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -181756.234375 Penalty: 2179.375732
	Iteration 2F: 3 clusters Score -181756.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -181794.218750 Penalty: 2179.375732
	Iteration 3Q: 3 clusters Score -181794.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -181818.593750 Penalty: 2179.375732
	Iteration 4Q: 3 clusters Score -181818.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -181833.734375 Penalty: 2179.375732
	Iteration 5Q: 3 clusters Score -181833.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -181851.484375 Penalty: 2179.375732
	Iteration 6Q: 3 clusters Score -181851.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -181864.500000 Penalty: 2179.375732
	Iteration 7Q: 3 clusters Score -181864.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -181871.265625 Penalty: 2179.375732
	Iteration 8Q: 3 clusters Score -181871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -181874.421875 Penalty: 2179.375732
	Iteration 9Q: 3 clusters Score -181874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -181875.625000 Penalty: 2179.375732
	Iteration 10Q: 3 clusters Score -181875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -181876.593750 Penalty: 2179.375732
	Iteration 11Q: 3 clusters Score -181876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -181876.593750 Penalty: 2179.375732
	Iteration 12F: 3 clusters Score -181876.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Entering Unmasked Estep 
Score: -3022561.250000 Penalty: 1524.675415
	Iteration 0F: 2 clusters Score -3022561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3004287.500000 Penalty: 3049.350830
	Iteration 0F: 3 clusters Score -3004288 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3011419.250000 Penalty: 3049.350830
	Iteration 1F: 3 clusters Score -3011419 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3012076.000000 Penalty: 3049.350830
	Iteration 2F: 3 clusters Score -3012076 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3012754.000000 Penalty: 3049.350830
	Iteration 3F: 3 clusters Score -3012754 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3013470.750000 Penalty: 3049.350830
	Iteration 4F: 3 clusters Score -3013471 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -3014288.500000 Penalty: 3049.350830
	Iteration 5F: 3 clusters Score -3014288 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3015211.250000 Penalty: 3049.350830
	Iteration 6F: 3 clusters Score -3015211 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -3016269.000000 Penalty: 3049.350830
	Iteration 7F: 3 clusters Score -3016269 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3017407.750000 Penalty: 3049.350830
	Iteration 8F: 3 clusters Score -3017408 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3018326.750000 Penalty: 3049.350830
	Iteration 9Q: 3 clusters Score -3018327 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3019053.250000 Penalty: 3049.350830
	Iteration 10Q: 3 clusters Score -3019053 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3019642.250000 Penalty: 3049.350830
	Iteration 11Q: 3 clusters Score -3019642 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3020092.250000 Penalty: 3049.350830
	Iteration 12Q: 3 clusters Score -3020092 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3020430.500000 Penalty: 3049.350830
	Iteration 13Q: 3 clusters Score -3020430 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3020693.000000 Penalty: 3049.350830
	Iteration 14Q: 3 clusters Score -3020693 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3020906.750000 Penalty: 3049.350830
	Iteration 15Q: 3 clusters Score -3020907 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3021087.500000 Penalty: 3049.350830
	Iteration 16Q: 3 clusters Score -3021088 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3021231.250000 Penalty: 3049.350830
	Iteration 17Q: 3 clusters Score -3021231 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3021321.250000 Penalty: 3049.350830
	Iteration 18Q: 3 clusters Score -3021321 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3021385.750000 Penalty: 3049.350830
	Iteration 19Q: 3 clusters Score -3021386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3021441.250000 Penalty: 3049.350830
	Iteration 20F: 3 clusters Score -3021441 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3021475.250000 Penalty: 3049.350830
	Iteration 21Q: 3 clusters Score -3021475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3021494.000000 Penalty: 3049.350830
	Iteration 22Q: 3 clusters Score -3021494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3021513.000000 Penalty: 3049.350830
	Iteration 23Q: 3 clusters Score -3021513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3021535.500000 Penalty: 3049.350830
	Iteration 24Q: 3 clusters Score -3021536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3021554.250000 Penalty: 3049.350830
	Iteration 25Q: 3 clusters Score -3021554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3021572.000000 Penalty: 3049.350830
	Iteration 26Q: 3 clusters Score -3021572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3021582.000000 Penalty: 3049.350830
	Iteration 27Q: 3 clusters Score -3021582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3021587.250000 Penalty: 3049.350830
	Iteration 28Q: 3 clusters Score -3021587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3021589.500000 Penalty: 3049.350830
	Iteration 29Q: 3 clusters Score -3021590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3021594.000000 Penalty: 3049.350830
	Iteration 30Q: 3 clusters Score -3021594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3021601.000000 Penalty: 3049.350830
	Iteration 31Q: 3 clusters Score -3021601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3021606.000000 Penalty: 3049.350830
	Iteration 32Q: 3 clusters Score -3021606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3021612.750000 Penalty: 3049.350830
	Iteration 33Q: 3 clusters Score -3021613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3021613.000000 Penalty: 3049.350830
	Iteration 34Q: 3 clusters Score -3021613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3021611.750000 Penalty: 3049.350830
	Iteration 35Q: 3 clusters Score -3021612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3021614.000000 Penalty: 3049.350830
	Iteration 36Q: 3 clusters Score -3021614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3021617.750000 Penalty: 3049.350830
	Iteration 37Q: 3 clusters Score -3021618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3021616.750000 Penalty: 3049.350830
	Iteration 38Q: 3 clusters Score -3021617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3021616.750000 Penalty: 3049.350830
	Iteration 39F: 3 clusters Score -3021617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Entering Unmasked Estep 
Score: -3157634.000000 Penalty: 1525.538818
	Iteration 0F: 2 clusters Score -3157634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3139106.750000 Penalty: 3051.077637
	Iteration 0F: 3 clusters Score -3139107 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3146142.750000 Penalty: 3051.077637
	Iteration 1F: 3 clusters Score -3146143 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3146816.000000 Penalty: 3051.077637
	Iteration 2F: 3 clusters Score -3146816 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3147556.500000 Penalty: 3051.077637
	Iteration 3F: 3 clusters Score -3147556 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3148447.750000 Penalty: 3051.077637
	Iteration 4F: 3 clusters Score -3148448 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3149569.750000 Penalty: 3051.077637
	Iteration 5F: 3 clusters Score -3149570 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3150906.750000 Penalty: 3051.077637
	Iteration 6F: 3 clusters Score -3150907 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3152334.500000 Penalty: 3051.077637
	Iteration 7F: 3 clusters Score -3152334 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3153610.750000 Penalty: 3051.077637
	Iteration 8F: 3 clusters Score -3153611 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3154619.750000 Penalty: 3051.077637
	Iteration 9Q: 3 clusters Score -3154620 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3155333.750000 Penalty: 3051.077637
	Iteration 10Q: 3 clusters Score -3155334 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3155783.250000 Penalty: 3051.077637
	Iteration 11Q: 3 clusters Score -3155783 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3156055.250000 Penalty: 3051.077637
	Iteration 12Q: 3 clusters Score -3156055 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3156222.500000 Penalty: 3051.077637
	Iteration 13Q: 3 clusters Score -3156222 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3156315.000000 Penalty: 3051.077637
	Iteration 14Q: 3 clusters Score -3156315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3156376.500000 Penalty: 3051.077637
	Iteration 15Q: 3 clusters Score -3156376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3156407.250000 Penalty: 3051.077637
	Iteration 16Q: 3 clusters Score -3156407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3156425.250000 Penalty: 3051.077637
	Iteration 17Q: 3 clusters Score -3156425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3156449.500000 Penalty: 3051.077637
	Iteration 18Q: 3 clusters Score -3156450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3156460.500000 Penalty: 3051.077637
	Iteration 19Q: 3 clusters Score -3156460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3156475.500000 Penalty: 3051.077637
	Iteration 20F: 3 clusters Score -3156476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3156492.250000 Penalty: 3051.077637
	Iteration 21Q: 3 clusters Score -3156492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3156493.750000 Penalty: 3051.077637
	Iteration 22Q: 3 clusters Score -3156494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3156493.750000 Penalty: 3051.077637
	Iteration 23F: 3 clusters Score -3156494 nChanged 0
--- Evaluating fit on full set of 1469894 points ---
Entering Unmasked Estep 
Score: -157746144.000000 Penalty: 57052.738281
21->28 Clusters: Score -157746144.000000, best is -158291552.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 734947 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 35153 members 
Mstep: Class 3 contains 34838 members 
Mstep: Class 4 contains 34664 members 
Mstep: Class 5 contains 35153 members 
Mstep: Class 6 contains 34834 members 
Mstep: Class 7 contains 34875 members 
Mstep: Class 8 contains 34924 members 
Mstep: Class 9 contains 35101 members 
Mstep: Class 10 contains 35022 members 
Mstep: Class 11 contains 35087 members 
Mstep: Class 12 contains 35014 members 
Mstep: Class 13 contains 34972 members 
Mstep: Class 14 contains 34618 members 
Mstep: Class 15 contains 35064 members 
Mstep: Class 16 contains 35288 members 
Mstep: Class 17 contains 35170 members 
Mstep: Class 18 contains 34930 members 
Mstep: Class 19 contains 35125 members 
Mstep: Class 20 contains 35056 members 
Mstep: Class 21 contains 35029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 855.885071 but Gain 2009.921875
Score: -75398528.000000 Penalty: 40198.480469
Iteration 0F: 21 clusters Score -7.539853e+07 nChanged 696095
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 38588 members 
Mstep: Class 3 contains 28081 members 
Mstep: Class 4 contains 53822 members 
Mstep: Class 5 contains 59025 members 
Mstep: Class 6 contains 34502 members 
Mstep: Class 7 contains 40099 members 
Mstep: Class 8 contains 19014 members 
Mstep: Class 9 contains 50933 members 
Mstep: Class 10 contains 25862 members 
Mstep: Class 11 contains 51839 members 
Mstep: Class 12 contains 32348 members 
Mstep: Class 14 contains 25427 members 
Mstep: Class 15 contains 30183 members 
Mstep: Class 16 contains 38404 members 
Mstep: Class 17 contains 34069 members 
Mstep: Class 18 contains 53214 members 
Mstep: Class 19 contains 27114 members 
Mstep: Class 20 contains 27592 members 
Mstep: Class 21 contains 36695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76935520.000000 Penalty: 40198.480469
Iteration 1F: 21 clusters Score -7.693552e+07 nChanged 268859
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 46356 members 
Mstep: Class 3 contains 28829 members 
Mstep: Class 4 contains 59885 members 
Mstep: Class 5 contains 54678 members 
Mstep: Class 6 contains 40441 members 
Mstep: Class 7 contains 28739 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 56328 members 
Mstep: Class 10 contains 26063 members 
Mstep: Class 11 contains 38731 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 14 contains 17805 members 
Mstep: Class 15 contains 25203 members 
Mstep: Class 16 contains 45628 members 
Mstep: Class 17 contains 39366 members 
Mstep: Class 18 contains 63696 members 
Mstep: Class 19 contains 33204 members 
Mstep: Class 20 contains 29008 members 
Mstep: Class 21 contains 34502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77511520.000000 Penalty: 40198.480469
Iteration 2F: 21 clusters Score -7.751152e+07 nChanged 232743
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 52168 members 
Mstep: Class 3 contains 28981 members 
Mstep: Class 4 contains 77143 members 
Mstep: Class 5 contains 42914 members 
Mstep: Class 6 contains 50527 members 
Mstep: Class 7 contains 15898 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 72869 members 
Mstep: Class 10 contains 21903 members 
Mstep: Class 11 contains 22301 members 
Mstep: Class 12 contains 12923 members 
Mstep: Class 14 contains 12502 members 
Mstep: Class 15 contains 23564 members 
Mstep: Class 16 contains 51042 members 
Mstep: Class 17 contains 43734 members 
Mstep: Class 18 contains 76939 members 
Mstep: Class 19 contains 35672 members 
Mstep: Class 20 contains 29792 members 
Mstep: Class 21 contains 27883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77910256.000000 Penalty: 40198.480469
Iteration 3F: 21 clusters Score -7.791026e+07 nChanged 169942
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 58485 members 
Mstep: Class 3 contains 27263 members 
Mstep: Class 4 contains 91432 members 
Mstep: Class 5 contains 32368 members 
Mstep: Class 6 contains 56887 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 4565 members 
Mstep: Class 9 contains 84835 members 
Mstep: Class 10 contains 18251 members 
Mstep: Class 11 contains 14786 members 
Mstep: Class 12 contains 6601 members 
Mstep: Class 14 contains 8746 members 
Mstep: Class 15 contains 22634 members 
Mstep: Class 16 contains 55866 members 
Mstep: Class 17 contains 46792 members 
Mstep: Class 18 contains 85023 members 
Mstep: Class 19 contains 34213 members 
Mstep: Class 20 contains 29099 members 
Mstep: Class 21 contains 21677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78124712.000000 Penalty: 40198.480469
Iteration 4F: 21 clusters Score -7.812471e+07 nChanged 114149
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 69803 members 
Mstep: Class 3 contains 24098 members 
Mstep: Class 4 contains 97272 members 
Mstep: Class 5 contains 25639 members 
Mstep: Class 6 contains 58384 members 
Mstep: Class 7 contains 5796 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 85814 members 
Mstep: Class 10 contains 16901 members 
Mstep: Class 11 contains 11679 members 
Mstep: Class 12 contains 3560 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 21256 members 
Mstep: Class 16 contains 58406 members 
Mstep: Class 17 contains 48848 members 
Mstep: Class 18 contains 90271 members 
Mstep: Class 19 contains 35276 members 
Mstep: Class 20 contains 29428 members 
Mstep: Class 21 contains 20197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78234928.000000 Penalty: 40198.480469
Iteration 5F: 21 clusters Score -7.823493e+07 nChanged 79735
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 82935 members 
Mstep: Class 3 contains 20096 members 
Mstep: Class 4 contains 97031 members 
Mstep: Class 5 contains 21065 members 
Mstep: Class 6 contains 57589 members 
Mstep: Class 7 contains 3858 members 
Mstep: Class 8 contains 1890 members 
Mstep: Class 9 contains 84086 members 
Mstep: Class 10 contains 17275 members 
Mstep: Class 11 contains 9574 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 14 contains 3753 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 58340 members 
Mstep: Class 17 contains 49863 members 
Mstep: Class 18 contains 94348 members 
Mstep: Class 19 contains 37939 members 
Mstep: Class 20 contains 31554 members 
Mstep: Class 21 contains 20423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1677.170532 but Gain 2009.921875
Score: -78293928.000000 Penalty: 38188.558594
Iteration 6F: 20 clusters Score -7.829393e+07 nChanged 59544
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 94682 members 
Mstep: Class 3 contains 16544 members 
Mstep: Class 4 contains 93649 members 
Mstep: Class 5 contains 18064 members 
Mstep: Class 6 contains 56218 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 83628 members 
Mstep: Class 10 contains 18372 members 
Mstep: Class 11 contains 8011 members 
Mstep: Class 14 contains 2561 members 
Mstep: Class 15 contains 18575 members 
Mstep: Class 16 contains 57380 members 
Mstep: Class 17 contains 50236 members 
Mstep: Class 18 contains 97100 members 
Mstep: Class 19 contains 40362 members 
Mstep: Class 20 contains 35221 members 
Mstep: Class 21 contains 21244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1501.397461 but Gain 2009.921875
Score: -78334320.000000 Penalty: 36178.632812
Iteration 7F: 19 clusters Score -7.833432e+07 nChanged 46672
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 104163 members 
Mstep: Class 3 contains 13454 members 
Mstep: Class 4 contains 88607 members 
Mstep: Class 5 contains 15883 members 
Mstep: Class 6 contains 54696 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 9 contains 84160 members 
Mstep: Class 10 contains 19792 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 14 contains 1851 members 
Mstep: Class 15 contains 17270 members 
Mstep: Class 16 contains 56185 members 
Mstep: Class 17 contains 50697 members 
Mstep: Class 18 contains 98825 members 
Mstep: Class 19 contains 42270 members 
Mstep: Class 20 contains 39769 members 
Mstep: Class 21 contains 22169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1715.328369 but Gain 2009.921875
Score: -78366392.000000 Penalty: 34168.710938
Iteration 8F: 18 clusters Score -7.836639e+07 nChanged 39327
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 112120 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 83486 members 
Mstep: Class 5 contains 14248 members 
Mstep: Class 6 contains 52886 members 
Mstep: Class 7 contains 1605 members 
Mstep: Class 9 contains 85212 members 
Mstep: Class 10 contains 21435 members 
Mstep: Class 11 contains 5905 members 
Mstep: Class 15 contains 15775 members 
Mstep: Class 16 contains 55202 members 
Mstep: Class 17 contains 51595 members 
Mstep: Class 18 contains 99800 members 
Mstep: Class 19 contains 43744 members 
Mstep: Class 20 contains 44444 members 
Mstep: Class 21 contains 22934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1907.801147 but Gain 2009.923828
Score: -78393784.000000 Penalty: 32158.785156
Iteration 9F: 17 clusters Score -7.839378e+07 nChanged 32771
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 118350 members 
Mstep: Class 3 contains 9133 members 
Mstep: Class 4 contains 79199 members 
Mstep: Class 5 contains 13007 members 
Mstep: Class 6 contains 50996 members 
Mstep: Class 9 contains 86345 members 
Mstep: Class 10 contains 22926 members 
Mstep: Class 11 contains 5279 members 
Mstep: Class 15 contains 14093 members 
Mstep: Class 16 contains 54337 members 
Mstep: Class 17 contains 52267 members 
Mstep: Class 18 contains 100582 members 
Mstep: Class 19 contains 44861 members 
Mstep: Class 20 contains 48599 members 
Mstep: Class 21 contains 23960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78415176.000000 Penalty: 32158.785156
Iteration 10Q: 17 clusters Score -7.841518e+07 nChanged 25118
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 122754 members 
Mstep: Class 3 contains 7623 members 
Mstep: Class 4 contains 76170 members 
Mstep: Class 5 contains 11655 members 
Mstep: Class 6 contains 49358 members 
Mstep: Class 9 contains 87303 members 
Mstep: Class 10 contains 24275 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 15 contains 12363 members 
Mstep: Class 16 contains 54157 members 
Mstep: Class 17 contains 52678 members 
Mstep: Class 18 contains 101044 members 
Mstep: Class 19 contains 45592 members 
Mstep: Class 20 contains 51776 members 
Mstep: Class 21 contains 24629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78429088.000000 Penalty: 32158.785156
Iteration 11Q: 17 clusters Score -7.842909e+07 nChanged 19707
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 125912 members 
Mstep: Class 3 contains 6280 members 
Mstep: Class 4 contains 74452 members 
Mstep: Class 5 contains 10378 members 
Mstep: Class 6 contains 48029 members 
Mstep: Class 9 contains 87920 members 
Mstep: Class 10 contains 25539 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 15 contains 10815 members 
Mstep: Class 16 contains 54456 members 
Mstep: Class 17 contains 52811 members 
Mstep: Class 18 contains 101479 members 
Mstep: Class 19 contains 46005 members 
Mstep: Class 20 contains 54156 members 
Mstep: Class 21 contains 25145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78438216.000000 Penalty: 32158.785156
Iteration 12Q: 17 clusters Score -7.843822e+07 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 127975 members 
Mstep: Class 3 contains 5265 members 
Mstep: Class 4 contains 73499 members 
Mstep: Class 5 contains 9160 members 
Mstep: Class 6 contains 47179 members 
Mstep: Class 9 contains 88233 members 
Mstep: Class 10 contains 26606 members 
Mstep: Class 11 contains 4136 members 
Mstep: Class 15 contains 9472 members 
Mstep: Class 16 contains 54902 members 
Mstep: Class 17 contains 52816 members 
Mstep: Class 18 contains 101984 members 
Mstep: Class 19 contains 46190 members 
Mstep: Class 20 contains 55990 members 
Mstep: Class 21 contains 25619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78444432.000000 Penalty: 32158.785156
Iteration 13Q: 17 clusters Score -7.844443e+07 nChanged 12443
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 129234 members 
Mstep: Class 3 contains 4543 members 
Mstep: Class 4 contains 72799 members 
Mstep: Class 5 contains 8169 members 
Mstep: Class 6 contains 46676 members 
Mstep: Class 9 contains 88391 members 
Mstep: Class 10 contains 27477 members 
Mstep: Class 11 contains 3900 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 55258 members 
Mstep: Class 17 contains 52789 members 
Mstep: Class 18 contains 102436 members 
Mstep: Class 19 contains 46257 members 
Mstep: Class 20 contains 57489 members 
Mstep: Class 21 contains 26064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78448536.000000 Penalty: 32158.785156
Iteration 14Q: 17 clusters Score -7.844854e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 129899 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 72208 members 
Mstep: Class 5 contains 7380 members 
Mstep: Class 6 contains 46478 members 
Mstep: Class 9 contains 88494 members 
Mstep: Class 10 contains 28118 members 
Mstep: Class 11 contains 3731 members 
Mstep: Class 15 contains 7387 members 
Mstep: Class 16 contains 55518 members 
Mstep: Class 17 contains 52776 members 
Mstep: Class 18 contains 102876 members 
Mstep: Class 19 contains 46241 members 
Mstep: Class 20 contains 58701 members 
Mstep: Class 21 contains 26431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78452256.000000 Penalty: 32158.785156
Iteration 15Q: 17 clusters Score -7.845226e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 130119 members 
Mstep: Class 3 contains 3816 members 
Mstep: Class 4 contains 71695 members 
Mstep: Class 5 contains 6779 members 
Mstep: Class 6 contains 46522 members 
Mstep: Class 9 contains 88569 members 
Mstep: Class 10 contains 28573 members 
Mstep: Class 11 contains 3663 members 
Mstep: Class 15 contains 6600 members 
Mstep: Class 16 contains 55697 members 
Mstep: Class 17 contains 52796 members 
Mstep: Class 18 contains 103308 members 
Mstep: Class 19 contains 46192 members 
Mstep: Class 20 contains 59623 members 
Mstep: Class 21 contains 26741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78454808.000000 Penalty: 32158.785156
Iteration 16Q: 17 clusters Score -7.845481e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 130030 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 71195 members 
Mstep: Class 5 contains 6295 members 
Mstep: Class 6 contains 46810 members 
Mstep: Class 9 contains 88609 members 
Mstep: Class 10 contains 28880 members 
Mstep: Class 11 contains 3633 members 
Mstep: Class 15 contains 5953 members 
Mstep: Class 16 contains 55814 members 
Mstep: Class 17 contains 52886 members 
Mstep: Class 18 contains 103669 members 
Mstep: Class 19 contains 46156 members 
Mstep: Class 20 contains 60322 members 
Mstep: Class 21 contains 27024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78456648.000000 Penalty: 32158.785156
Iteration 17Q: 17 clusters Score -7.845665e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 129693 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 70656 members 
Mstep: Class 5 contains 5904 members 
Mstep: Class 6 contains 47237 members 
Mstep: Class 9 contains 88618 members 
Mstep: Class 10 contains 29126 members 
Mstep: Class 11 contains 3650 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 55894 members 
Mstep: Class 17 contains 52986 members 
Mstep: Class 18 contains 103946 members 
Mstep: Class 19 contains 46152 members 
Mstep: Class 20 contains 60919 members 
Mstep: Class 21 contains 27280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78457968.000000 Penalty: 32158.785156
Iteration 18Q: 17 clusters Score -7.845797e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 129190 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 70090 members 
Mstep: Class 5 contains 5622 members 
Mstep: Class 6 contains 47760 members 
Mstep: Class 9 contains 88614 members 
Mstep: Class 10 contains 29341 members 
Mstep: Class 11 contains 3688 members 
Mstep: Class 15 contains 5115 members 
Mstep: Class 16 contains 55957 members 
Mstep: Class 17 contains 53079 members 
Mstep: Class 18 contains 104192 members 
Mstep: Class 19 contains 46150 members 
Mstep: Class 20 contains 61491 members 
Mstep: Class 21 contains 27451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78459456.000000 Penalty: 32158.785156
Iteration 19Q: 17 clusters Score -7.845946e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 128551 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 69456 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 48385 members 
Mstep: Class 9 contains 88656 members 
Mstep: Class 10 contains 29537 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 56002 members 
Mstep: Class 17 contains 53150 members 
Mstep: Class 18 contains 104392 members 
Mstep: Class 19 contains 46125 members 
Mstep: Class 20 contains 62051 members 
Mstep: Class 21 contains 27612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78461184.000000 Penalty: 32158.785156
Iteration 20F: 17 clusters Score -7.846118e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 127859 members 
Mstep: Class 3 contains 3365 members 
Mstep: Class 4 contains 68809 members 
Mstep: Class 5 contains 5236 members 
Mstep: Class 6 contains 48917 members 
Mstep: Class 9 contains 88734 members 
Mstep: Class 10 contains 29694 members 
Mstep: Class 11 contains 3875 members 
Mstep: Class 15 contains 4526 members 
Mstep: Class 16 contains 56023 members 
Mstep: Class 17 contains 53172 members 
Mstep: Class 18 contains 104542 members 
Mstep: Class 19 contains 46074 members 
Mstep: Class 20 contains 62587 members 
Mstep: Class 21 contains 27802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78463992.000000 Penalty: 32158.785156
Iteration 21Q: 17 clusters Score -7.846399e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 127060 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 68169 members 
Mstep: Class 5 contains 5082 members 
Mstep: Class 6 contains 49400 members 
Mstep: Class 9 contains 88747 members 
Mstep: Class 10 contains 29836 members 
Mstep: Class 11 contains 4082 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 56020 members 
Mstep: Class 17 contains 53121 members 
Mstep: Class 18 contains 104682 members 
Mstep: Class 19 contains 46084 members 
Mstep: Class 20 contains 63147 members 
Mstep: Class 21 contains 28036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78466376.000000 Penalty: 32158.785156
Iteration 22Q: 17 clusters Score -7.846638e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 126141 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 67448 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 49847 members 
Mstep: Class 9 contains 88819 members 
Mstep: Class 10 contains 29993 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 15 contains 4115 members 
Mstep: Class 16 contains 56013 members 
Mstep: Class 17 contains 53040 members 
Mstep: Class 18 contains 104779 members 
Mstep: Class 19 contains 46060 members 
Mstep: Class 20 contains 63734 members 
Mstep: Class 21 contains 28259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78469336.000000 Penalty: 32158.785156
Iteration 23Q: 17 clusters Score -7.846934e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 125099 members 
Mstep: Class 3 contains 3695 members 
Mstep: Class 4 contains 66545 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 50258 members 
Mstep: Class 9 contains 88896 members 
Mstep: Class 10 contains 30186 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 15 contains 3923 members 
Mstep: Class 16 contains 56025 members 
Mstep: Class 17 contains 52913 members 
Mstep: Class 18 contains 104855 members 
Mstep: Class 19 contains 46045 members 
Mstep: Class 20 contains 64325 members 
Mstep: Class 21 contains 28486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78473176.000000 Penalty: 32158.785156
Iteration 24Q: 17 clusters Score -7.847318e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 123855 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 65263 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 50762 members 
Mstep: Class 9 contains 88986 members 
Mstep: Class 10 contains 30366 members 
Mstep: Class 11 contains 5274 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 56014 members 
Mstep: Class 17 contains 52758 members 
Mstep: Class 18 contains 104924 members 
Mstep: Class 19 contains 46019 members 
Mstep: Class 20 contains 64891 members 
Mstep: Class 21 contains 28653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78478592.000000 Penalty: 32158.785156
Iteration 25Q: 17 clusters Score -7.847859e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 122511 members 
Mstep: Class 3 contains 5735 members 
Mstep: Class 4 contains 63398 members 
Mstep: Class 5 contains 4607 members 
Mstep: Class 6 contains 51297 members 
Mstep: Class 9 contains 89091 members 
Mstep: Class 10 contains 30475 members 
Mstep: Class 11 contains 5804 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 55982 members 
Mstep: Class 17 contains 52490 members 
Mstep: Class 18 contains 104995 members 
Mstep: Class 19 contains 45963 members 
Mstep: Class 20 contains 65447 members 
Mstep: Class 21 contains 28769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78483360.000000 Penalty: 32158.785156
Iteration 26Q: 17 clusters Score -7.848336e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 121161 members 
Mstep: Class 3 contains 7601 members 
Mstep: Class 4 contains 60998 members 
Mstep: Class 5 contains 4527 members 
Mstep: Class 6 contains 51932 members 
Mstep: Class 9 contains 89180 members 
Mstep: Class 10 contains 30528 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 15 contains 3533 members 
Mstep: Class 16 contains 55963 members 
Mstep: Class 17 contains 52083 members 
Mstep: Class 18 contains 105143 members 
Mstep: Class 19 contains 45910 members 
Mstep: Class 20 contains 65981 members 
Mstep: Class 21 contains 28874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78488256.000000 Penalty: 32158.785156
Iteration 27Q: 17 clusters Score -7.848826e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 119876 members 
Mstep: Class 3 contains 9703 members 
Mstep: Class 4 contains 58349 members 
Mstep: Class 5 contains 4454 members 
Mstep: Class 6 contains 52610 members 
Mstep: Class 9 contains 89279 members 
Mstep: Class 10 contains 30569 members 
Mstep: Class 11 contains 6726 members 
Mstep: Class 15 contains 3422 members 
Mstep: Class 16 contains 55940 members 
Mstep: Class 17 contains 51497 members 
Mstep: Class 18 contains 105341 members 
Mstep: Class 19 contains 45879 members 
Mstep: Class 20 contains 66448 members 
Mstep: Class 21 contains 28985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78493720.000000 Penalty: 32158.785156
Iteration 28Q: 17 clusters Score -7.849372e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 118689 members 
Mstep: Class 3 contains 11396 members 
Mstep: Class 4 contains 56069 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 53324 members 
Mstep: Class 9 contains 89351 members 
Mstep: Class 10 contains 30608 members 
Mstep: Class 11 contains 7104 members 
Mstep: Class 15 contains 3323 members 
Mstep: Class 16 contains 55922 members 
Mstep: Class 17 contains 50473 members 
Mstep: Class 18 contains 105533 members 
Mstep: Class 19 contains 45846 members 
Mstep: Class 20 contains 66852 members 
Mstep: Class 21 contains 29082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78497968.000000 Penalty: 32158.785156
Iteration 29Q: 17 clusters Score -7.849797e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 117646 members 
Mstep: Class 3 contains 12414 members 
Mstep: Class 4 contains 54516 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 54009 members 
Mstep: Class 9 contains 89439 members 
Mstep: Class 10 contains 30635 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 15 contains 3237 members 
Mstep: Class 16 contains 55903 members 
Mstep: Class 17 contains 48948 members 
Mstep: Class 18 contains 105691 members 
Mstep: Class 19 contains 45793 members 
Mstep: Class 20 contains 67195 members 
Mstep: Class 21 contains 29185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78501928.000000 Penalty: 32158.785156
Iteration 30Q: 17 clusters Score -7.850193e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 116644 members 
Mstep: Class 3 contains 13098 members 
Mstep: Class 4 contains 53500 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 54707 members 
Mstep: Class 9 contains 89513 members 
Mstep: Class 10 contains 30653 members 
Mstep: Class 11 contains 7734 members 
Mstep: Class 15 contains 3164 members 
Mstep: Class 16 contains 55920 members 
Mstep: Class 17 contains 46843 members 
Mstep: Class 18 contains 105756 members 
Mstep: Class 19 contains 45764 members 
Mstep: Class 20 contains 67493 members 
Mstep: Class 21 contains 29293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78506376.000000 Penalty: 32158.785156
Iteration 31Q: 17 clusters Score -7.850638e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 115749 members 
Mstep: Class 3 contains 13542 members 
Mstep: Class 4 contains 52815 members 
Mstep: Class 5 contains 4240 members 
Mstep: Class 6 contains 55339 members 
Mstep: Class 9 contains 89580 members 
Mstep: Class 10 contains 30663 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 15 contains 3112 members 
Mstep: Class 16 contains 55968 members 
Mstep: Class 17 contains 44556 members 
Mstep: Class 18 contains 105804 members 
Mstep: Class 19 contains 45723 members 
Mstep: Class 20 contains 67895 members 
Mstep: Class 21 contains 29427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78510912.000000 Penalty: 32158.785156
Iteration 32Q: 17 clusters Score -7.851091e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 114943 members 
Mstep: Class 3 contains 13899 members 
Mstep: Class 4 contains 52329 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 55949 members 
Mstep: Class 9 contains 89659 members 
Mstep: Class 10 contains 30672 members 
Mstep: Class 11 contains 8265 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 56051 members 
Mstep: Class 17 contains 42784 members 
Mstep: Class 18 contains 105845 members 
Mstep: Class 19 contains 45688 members 
Mstep: Class 20 contains 68346 members 
Mstep: Class 21 contains 29535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78515016.000000 Penalty: 32158.785156
Iteration 33Q: 17 clusters Score -7.851502e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 114203 members 
Mstep: Class 3 contains 14175 members 
Mstep: Class 4 contains 52004 members 
Mstep: Class 5 contains 4069 members 
Mstep: Class 6 contains 56533 members 
Mstep: Class 9 contains 89761 members 
Mstep: Class 10 contains 30683 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 15 contains 3051 members 
Mstep: Class 16 contains 56136 members 
Mstep: Class 17 contains 41624 members 
Mstep: Class 18 contains 105884 members 
Mstep: Class 19 contains 45638 members 
Mstep: Class 20 contains 68832 members 
Mstep: Class 21 contains 29602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78518072.000000 Penalty: 32158.785156
Iteration 34Q: 17 clusters Score -7.851807e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 113526 members 
Mstep: Class 3 contains 14361 members 
Mstep: Class 4 contains 51747 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 57062 members 
Mstep: Class 9 contains 89851 members 
Mstep: Class 10 contains 30697 members 
Mstep: Class 11 contains 8647 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 56215 members 
Mstep: Class 17 contains 40884 members 
Mstep: Class 18 contains 105903 members 
Mstep: Class 19 contains 45598 members 
Mstep: Class 20 contains 69181 members 
Mstep: Class 21 contains 29692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78520048.000000 Penalty: 32158.785156
Iteration 35Q: 17 clusters Score -7.852005e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 112879 members 
Mstep: Class 3 contains 14502 members 
Mstep: Class 4 contains 51543 members 
Mstep: Class 5 contains 3922 members 
Mstep: Class 6 contains 57573 members 
Mstep: Class 9 contains 89930 members 
Mstep: Class 10 contains 30704 members 
Mstep: Class 11 contains 8820 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 56283 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 105935 members 
Mstep: Class 19 contains 45530 members 
Mstep: Class 20 contains 69434 members 
Mstep: Class 21 contains 29687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78521920.000000 Penalty: 32158.785156
Iteration 36Q: 17 clusters Score -7.852192e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 112267 members 
Mstep: Class 3 contains 14623 members 
Mstep: Class 4 contains 51358 members 
Mstep: Class 5 contains 3850 members 
Mstep: Class 6 contains 58082 members 
Mstep: Class 9 contains 90001 members 
Mstep: Class 10 contains 30710 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 56339 members 
Mstep: Class 17 contains 40231 members 
Mstep: Class 18 contains 105943 members 
Mstep: Class 19 contains 45471 members 
Mstep: Class 20 contains 69617 members 
Mstep: Class 21 contains 29704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78522600.000000 Penalty: 32158.785156
Iteration 37Q: 17 clusters Score -7.85226e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 111759 members 
Mstep: Class 3 contains 14696 members 
Mstep: Class 4 contains 51167 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 58467 members 
Mstep: Class 9 contains 90083 members 
Mstep: Class 10 contains 30727 members 
Mstep: Class 11 contains 9106 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 16 contains 56389 members 
Mstep: Class 17 contains 40116 members 
Mstep: Class 18 contains 105964 members 
Mstep: Class 19 contains 45393 members 
Mstep: Class 20 contains 69776 members 
Mstep: Class 21 contains 29733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78523224.000000 Penalty: 32158.785156
Iteration 38Q: 17 clusters Score -7.852322e+07 nChanged 1519
Entering ConstructFrom: 
Score: -78523224.000000 Penalty: 32158.785156
Entering ConstructFrom: 
Trying to split cluster 1 (14822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Entering Unmasked Estep 
Score: -1661144.125000 Penalty: 1429.055542
	Iteration 0F: 2 clusters Score -1661144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1651404.750000 Penalty: 2858.111084
	Iteration 0F: 3 clusters Score -1651405 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1654747.125000 Penalty: 2858.111084
	Iteration 1F: 3 clusters Score -1654747 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1655161.000000 Penalty: 2858.111084
	Iteration 2F: 3 clusters Score -1655161 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1655510.125000 Penalty: 2858.111084
	Iteration 3F: 3 clusters Score -1655510 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1655870.000000 Penalty: 2858.111084
	Iteration 4F: 3 clusters Score -1655870 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1656293.375000 Penalty: 2858.111084
	Iteration 5F: 3 clusters Score -1656293 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1656747.750000 Penalty: 2858.111084
	Iteration 6F: 3 clusters Score -1656748 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1657220.750000 Penalty: 2858.111084
	Iteration 7F: 3 clusters Score -1657221 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1657717.500000 Penalty: 2858.111084
	Iteration 8F: 3 clusters Score -1657718 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1658211.750000 Penalty: 2858.111084
	Iteration 9Q: 3 clusters Score -1658212 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1658613.125000 Penalty: 2858.111084
	Iteration 10Q: 3 clusters Score -1658613 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1658943.000000 Penalty: 2858.111084
	Iteration 11Q: 3 clusters Score -1658943 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1659227.625000 Penalty: 2858.111084
	Iteration 12Q: 3 clusters Score -1659228 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1659459.250000 Penalty: 2858.111084
	Iteration 13Q: 3 clusters Score -1659459 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1659625.125000 Penalty: 2858.111084
	Iteration 14Q: 3 clusters Score -1659625 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1659759.250000 Penalty: 2858.111084
	Iteration 15Q: 3 clusters Score -1659759 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1659859.875000 Penalty: 2858.111084
	Iteration 16Q: 3 clusters Score -1659860 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1659928.375000 Penalty: 2858.111084
	Iteration 17Q: 3 clusters Score -1659928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1659979.250000 Penalty: 2858.111084
	Iteration 18Q: 3 clusters Score -1659979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1660018.875000 Penalty: 2858.111084
	Iteration 19Q: 3 clusters Score -1660019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1660051.750000 Penalty: 2858.111084
	Iteration 20F: 3 clusters Score -1660052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1660083.000000 Penalty: 2858.111084
	Iteration 21Q: 3 clusters Score -1660083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1660105.375000 Penalty: 2858.111084
	Iteration 22Q: 3 clusters Score -1660105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1660128.125000 Penalty: 2858.111084
	Iteration 23Q: 3 clusters Score -1660128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1660145.375000 Penalty: 2858.111084
	Iteration 24Q: 3 clusters Score -1660145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1660153.750000 Penalty: 2858.111084
	Iteration 25Q: 3 clusters Score -1660154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1660163.000000 Penalty: 2858.111084
	Iteration 26Q: 3 clusters Score -1660163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1660169.125000 Penalty: 2858.111084
	Iteration 27Q: 3 clusters Score -1660169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1660172.875000 Penalty: 2858.111084
	Iteration 28Q: 3 clusters Score -1660173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1660178.000000 Penalty: 2858.111084
	Iteration 29Q: 3 clusters Score -1660178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1660182.125000 Penalty: 2858.111084
	Iteration 30Q: 3 clusters Score -1660182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1660181.625000 Penalty: 2858.111084
	Iteration 31Q: 3 clusters Score -1660182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1660181.000000 Penalty: 2858.111084
	Iteration 32Q: 3 clusters Score -1660181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1660181.500000 Penalty: 2858.111084
	Iteration 33Q: 3 clusters Score -1660182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1660182.750000 Penalty: 2858.111084
	Iteration 34Q: 3 clusters Score -1660183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1660182.250000 Penalty: 2858.111084
	Iteration 35Q: 3 clusters Score -1660182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1660182.250000 Penalty: 2858.111084
	Iteration 36F: 3 clusters Score -1660182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111303 members 
Entering Unmasked Estep 
Score: -12283627.000000 Penalty: 1729.057739
	Iteration 0F: 2 clusters Score -1.228363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -12210849.000000 Penalty: 3458.115479
	Iteration 0F: 3 clusters Score -1.221085e+07 nChanged 52874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -12241797.000000 Penalty: 3458.115479
	Iteration 1F: 3 clusters Score -1.22418e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -12243445.000000 Penalty: 3458.115479
	Iteration 2Q: 3 clusters Score -1.224344e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -12245824.000000 Penalty: 3458.115479
	Iteration 3Q: 3 clusters Score -1.224582e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -12249638.000000 Penalty: 3458.115479
	Iteration 4F: 3 clusters Score -1.224964e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -12254610.000000 Penalty: 3458.115479
	Iteration 5F: 3 clusters Score -1.225461e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -12259903.000000 Penalty: 3458.115479
	Iteration 6F: 3 clusters Score -1.22599e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -12264714.000000 Penalty: 3458.115479
	Iteration 7F: 3 clusters Score -1.226471e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86583 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -12268802.000000 Penalty: 3458.115479
	Iteration 8F: 3 clusters Score -1.22688e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90831 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -12272146.000000 Penalty: 3458.115479
	Iteration 9Q: 3 clusters Score -1.227215e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -12274844.000000 Penalty: 3458.115479
	Iteration 10Q: 3 clusters Score -1.227484e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96927 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -12277039.000000 Penalty: 3458.115479
	Iteration 11Q: 3 clusters Score -1.227704e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -12278463.000000 Penalty: 3458.115479
	Iteration 12Q: 3 clusters Score -1.227846e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -12279454.000000 Penalty: 3458.115479
	Iteration 13Q: 3 clusters Score -1.227945e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -12280073.000000 Penalty: 3458.115479
	Iteration 14Q: 3 clusters Score -1.228007e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -12280503.000000 Penalty: 3458.115479
	Iteration 15Q: 3 clusters Score -1.22805e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103529 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -12280857.000000 Penalty: 3458.115479
	Iteration 16Q: 3 clusters Score -1.228086e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -12281185.000000 Penalty: 3458.115479
	Iteration 17Q: 3 clusters Score -1.228118e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104938 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -12281423.000000 Penalty: 3458.115479
	Iteration 18Q: 3 clusters Score -1.228142e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105492 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -12281649.000000 Penalty: 3458.115479
	Iteration 19Q: 3 clusters Score -1.228165e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -12281745.000000 Penalty: 3458.115479
	Iteration 20F: 3 clusters Score -1.228174e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106373 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -12281866.000000 Penalty: 3458.115479
	Iteration 21Q: 3 clusters Score -1.228187e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106766 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -12282029.000000 Penalty: 3458.115479
	Iteration 22Q: 3 clusters Score -1.228203e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -12282110.000000 Penalty: 3458.115479
	Iteration 23Q: 3 clusters Score -1.228211e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107375 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -12282220.000000 Penalty: 3458.115479
	Iteration 24Q: 3 clusters Score -1.228222e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107616 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -12282276.000000 Penalty: 3458.115479
	Iteration 25Q: 3 clusters Score -1.228228e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107814 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -12282303.000000 Penalty: 3458.115479
	Iteration 26Q: 3 clusters Score -1.22823e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107987 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -12282369.000000 Penalty: 3458.115479
	Iteration 27Q: 3 clusters Score -1.228237e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -12282369.000000 Penalty: 3458.115479
	Iteration 28Q: 3 clusters Score -1.228237e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108292 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -12282423.000000 Penalty: 3458.115479
	Iteration 29Q: 3 clusters Score -1.228242e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -12282456.000000 Penalty: 3458.115479
	Iteration 30Q: 3 clusters Score -1.228246e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108527 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -12282485.000000 Penalty: 3458.115479
	Iteration 31Q: 3 clusters Score -1.228248e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108617 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -12282494.000000 Penalty: 3458.115479
	Iteration 32Q: 3 clusters Score -1.228249e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -12282548.000000 Penalty: 3458.115479
	Iteration 33Q: 3 clusters Score -1.228255e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -12282565.000000 Penalty: 3458.115479
	Iteration 34Q: 3 clusters Score -1.228256e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108825 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -12282579.000000 Penalty: 3458.115479
	Iteration 35Q: 3 clusters Score -1.228258e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12282569.000000 Penalty: 3458.115479
	Iteration 36Q: 3 clusters Score -1.228257e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108924 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -12282594.000000 Penalty: 3458.115479
	Iteration 37Q: 3 clusters Score -1.228259e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -12282602.000000 Penalty: 3458.115479
	Iteration 38Q: 3 clusters Score -1.22826e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109017 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -12282628.000000 Penalty: 3458.115479
	Iteration 39Q: 3 clusters Score -1.228263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -12282631.000000 Penalty: 3458.115479
	Iteration 40F: 3 clusters Score -1.228263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109093 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -12282664.000000 Penalty: 3458.115479
	Iteration 41Q: 3 clusters Score -1.228266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -12282683.000000 Penalty: 3458.115479
	Iteration 42Q: 3 clusters Score -1.228268e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -12282664.000000 Penalty: 3458.115479
	Iteration 43Q: 3 clusters Score -1.228266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -12282681.000000 Penalty: 3458.115479
	Iteration 44Q: 3 clusters Score -1.228268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -12282683.000000 Penalty: 3458.115479
	Iteration 45Q: 3 clusters Score -1.228268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -12282666.000000 Penalty: 3458.115479
	Iteration 46Q: 3 clusters Score -1.228267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -12282672.000000 Penalty: 3458.115479
	Iteration 47Q: 3 clusters Score -1.228267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109241 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -12282663.000000 Penalty: 3458.115479
	Iteration 48Q: 3 clusters Score -1.228266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -12282652.000000 Penalty: 3458.115479
	Iteration 49Q: 3 clusters Score -1.228265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -12282666.000000 Penalty: 3458.115479
	Iteration 50Q: 3 clusters Score -1.228267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109292 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -12282679.000000 Penalty: 3458.115479
	Iteration 51Q: 3 clusters Score -1.228268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -12282681.000000 Penalty: 3458.115479
	Iteration 52Q: 3 clusters Score -1.228268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109315 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -12282684.000000 Penalty: 3458.115479
	Iteration 53Q: 3 clusters Score -1.228268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109324 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -12282694.000000 Penalty: 3458.115479
	Iteration 54Q: 3 clusters Score -1.228269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109335 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -12282689.000000 Penalty: 3458.115479
	Iteration 55Q: 3 clusters Score -1.228269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109341 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -12282678.000000 Penalty: 3458.115479
	Iteration 56Q: 3 clusters Score -1.228268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109344 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -12282681.000000 Penalty: 3458.115479
	Iteration 57Q: 3 clusters Score -1.228268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -12282670.000000 Penalty: 3458.115479
	Iteration 58Q: 3 clusters Score -1.228267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109349 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -12282671.000000 Penalty: 3458.115479
	Iteration 59Q: 3 clusters Score -1.228267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109352 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -12282675.000000 Penalty: 3458.115479
	Iteration 60F: 3 clusters Score -1.228268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -12282676.000000 Penalty: 3458.115479
	Iteration 61Q: 3 clusters Score -1.228268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109355 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -12282673.000000 Penalty: 3458.115479
	Iteration 62Q: 3 clusters Score -1.228267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109357 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -12282677.000000 Penalty: 3458.115479
	Iteration 63Q: 3 clusters Score -1.228268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -12282682.000000 Penalty: 3458.115479
	Iteration 64Q: 3 clusters Score -1.228268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109362 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -12282675.000000 Penalty: 3458.115479
	Iteration 65Q: 3 clusters Score -1.228268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109364 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -12282670.000000 Penalty: 3458.115479
	Iteration 66Q: 3 clusters Score -1.228267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -12282664.000000 Penalty: 3458.115479
	Iteration 67Q: 3 clusters Score -1.228266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -12282670.000000 Penalty: 3458.115479
	Iteration 68Q: 3 clusters Score -1.228267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -12282674.000000 Penalty: 3458.115479
	Iteration 69Q: 3 clusters Score -1.228267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109373 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -12282674.000000 Penalty: 3458.115479
	Iteration 70Q: 3 clusters Score -1.228267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -12282669.000000 Penalty: 3458.115479
	Iteration 71Q: 3 clusters Score -1.228267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109377 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -12282673.000000 Penalty: 3458.115479
	Iteration 72Q: 3 clusters Score -1.228267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -12282671.000000 Penalty: 3458.115479
	Iteration 73Q: 3 clusters Score -1.228267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -12282676.000000 Penalty: 3458.115479
	Iteration 74Q: 3 clusters Score -1.228268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -12282681.000000 Penalty: 3458.115479
	Iteration 75Q: 3 clusters Score -1.228268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -12282671.000000 Penalty: 3458.115479
	Iteration 76Q: 3 clusters Score -1.228267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -12282671.000000 Penalty: 3458.115479
	Iteration 77F: 3 clusters Score -1.228267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Entering Unmasked Estep 
Score: -1654082.375000 Penalty: 1428.381470
	Iteration 0F: 2 clusters Score -1654082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1644374.500000 Penalty: 2856.762939
	Iteration 0F: 3 clusters Score -1644374 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1647802.250000 Penalty: 2856.762939
	Iteration 1F: 3 clusters Score -1647802 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1648265.250000 Penalty: 2856.762939
	Iteration 2F: 3 clusters Score -1648265 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1648658.125000 Penalty: 2856.762939
	Iteration 3F: 3 clusters Score -1648658 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1649041.500000 Penalty: 2856.762939
	Iteration 4Q: 3 clusters Score -1649042 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1649414.500000 Penalty: 2856.762939
	Iteration 5Q: 3 clusters Score -1649414 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1649751.750000 Penalty: 2856.762939
	Iteration 6Q: 3 clusters Score -1649752 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1650048.125000 Penalty: 2856.762939
	Iteration 7Q: 3 clusters Score -1650048 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1650358.625000 Penalty: 2856.762939
	Iteration 8Q: 3 clusters Score -1650359 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1650676.750000 Penalty: 2856.762939
	Iteration 9Q: 3 clusters Score -1650677 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1650964.625000 Penalty: 2856.762939
	Iteration 10Q: 3 clusters Score -1650965 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1651215.125000 Penalty: 2856.762939
	Iteration 11Q: 3 clusters Score -1651215 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1651462.500000 Penalty: 2856.762939
	Iteration 12Q: 3 clusters Score -1651462 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1651689.125000 Penalty: 2856.762939
	Iteration 13Q: 3 clusters Score -1651689 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1651909.125000 Penalty: 2856.762939
	Iteration 14Q: 3 clusters Score -1651909 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1652120.625000 Penalty: 2856.762939
	Iteration 15Q: 3 clusters Score -1652121 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1652294.250000 Penalty: 2856.762939
	Iteration 16Q: 3 clusters Score -1652294 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1652438.750000 Penalty: 2856.762939
	Iteration 17Q: 3 clusters Score -1652439 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1652568.000000 Penalty: 2856.762939
	Iteration 18Q: 3 clusters Score -1652568 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1652673.250000 Penalty: 2856.762939
	Iteration 19Q: 3 clusters Score -1652673 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1652747.500000 Penalty: 2856.762939
	Iteration 20F: 3 clusters Score -1652748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1652799.875000 Penalty: 2856.762939
	Iteration 21Q: 3 clusters Score -1652800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1652853.000000 Penalty: 2856.762939
	Iteration 22Q: 3 clusters Score -1652853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1652882.000000 Penalty: 2856.762939
	Iteration 23Q: 3 clusters Score -1652882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1652908.250000 Penalty: 2856.762939
	Iteration 24Q: 3 clusters Score -1652908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1652928.000000 Penalty: 2856.762939
	Iteration 25Q: 3 clusters Score -1652928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1652935.875000 Penalty: 2856.762939
	Iteration 26Q: 3 clusters Score -1652936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1652946.875000 Penalty: 2856.762939
	Iteration 27Q: 3 clusters Score -1652947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1652950.250000 Penalty: 2856.762939
	Iteration 28Q: 3 clusters Score -1652950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1652956.250000 Penalty: 2856.762939
	Iteration 29Q: 3 clusters Score -1652956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1652960.625000 Penalty: 2856.762939
	Iteration 30Q: 3 clusters Score -1652961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1652969.250000 Penalty: 2856.762939
	Iteration 31Q: 3 clusters Score -1652969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1652973.625000 Penalty: 2856.762939
	Iteration 32Q: 3 clusters Score -1652974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1652976.000000 Penalty: 2856.762939
	Iteration 33Q: 3 clusters Score -1652976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1652975.750000 Penalty: 2856.762939
	Iteration 34Q: 3 clusters Score -1652976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1652976.125000 Penalty: 2856.762939
	Iteration 35Q: 3 clusters Score -1652976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1652976.125000 Penalty: 2856.762939
	Iteration 36F: 3 clusters Score -1652976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Entering Unmasked Estep 
Score: -5622325.500000 Penalty: 1612.932617
	Iteration 0F: 2 clusters Score -5622326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -5589111.000000 Penalty: 3225.865234
	Iteration 0F: 3 clusters Score -5589111 nChanged 23516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -5602645.500000 Penalty: 3225.865234
	Iteration 1F: 3 clusters Score -5602646 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -5604124.000000 Penalty: 3225.865234
	Iteration 2F: 3 clusters Score -5604124 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5606036.500000 Penalty: 3225.865234
	Iteration 3F: 3 clusters Score -5606036 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5608001.500000 Penalty: 3225.865234
	Iteration 4F: 3 clusters Score -5608002 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -5609769.000000 Penalty: 3225.865234
	Iteration 5F: 3 clusters Score -5609769 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -5611601.000000 Penalty: 3225.865234
	Iteration 6F: 3 clusters Score -5611601 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -5613695.500000 Penalty: 3225.865234
	Iteration 7F: 3 clusters Score -5613696 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5616198.000000 Penalty: 3225.865234
	Iteration 8F: 3 clusters Score -5616198 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -5619295.000000 Penalty: 3225.865234
	Iteration 9F: 3 clusters Score -5619295 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -5622650.500000 Penalty: 3225.865234
	Iteration 10Q: 3 clusters Score -5622650 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -5626005.500000 Penalty: 3225.865234
	Iteration 11Q: 3 clusters Score -5626006 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5627025.500000 Penalty: 3225.865234
	Iteration 12Q: 3 clusters Score -5627026 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -5627197.000000 Penalty: 3225.865234
	Iteration 13Q: 3 clusters Score -5627197 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5627293.000000 Penalty: 3225.865234
	Iteration 14Q: 3 clusters Score -5627293 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -5627361.000000 Penalty: 3225.865234
	Iteration 15Q: 3 clusters Score -5627361 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -5627433.000000 Penalty: 3225.865234
	Iteration 16Q: 3 clusters Score -5627433 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -5627467.000000 Penalty: 3225.865234
	Iteration 17Q: 3 clusters Score -5627467 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -5627517.500000 Penalty: 3225.865234
	Iteration 18Q: 3 clusters Score -5627518 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5627546.000000 Penalty: 3225.865234
	Iteration 19Q: 3 clusters Score -5627546 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -5627593.500000 Penalty: 3225.865234
	Iteration 20F: 3 clusters Score -5627594 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -5627678.000000 Penalty: 3225.865234
	Iteration 21Q: 3 clusters Score -5627678 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -5627789.500000 Penalty: 3225.865234
	Iteration 22Q: 3 clusters Score -5627790 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -5627938.000000 Penalty: 3225.865234
	Iteration 23Q: 3 clusters Score -5627938 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -5628114.000000 Penalty: 3225.865234
	Iteration 24Q: 3 clusters Score -5628114 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -5628375.500000 Penalty: 3225.865234
	Iteration 25Q: 3 clusters Score -5628376 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -5628787.500000 Penalty: 3225.865234
	Iteration 26Q: 3 clusters Score -5628788 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5629440.000000 Penalty: 3225.865234
	Iteration 27Q: 3 clusters Score -5629440 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -5630358.500000 Penalty: 3225.865234
	Iteration 28Q: 3 clusters Score -5630358 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -5631684.500000 Penalty: 3225.865234
	Iteration 29Q: 3 clusters Score -5631684 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -5633924.000000 Penalty: 3225.865234
	Iteration 30Q: 3 clusters Score -5633924 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -5638109.500000 Penalty: 3225.865234
	Iteration 31F: 3 clusters Score -5638110 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5647606.500000 Penalty: 3225.865234
	Iteration 32F: 3 clusters Score -5647606 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -5668399.500000 Penalty: 3225.865234
	Iteration 33F: 3 clusters Score -5668400 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -5673176.000000 Penalty: 3225.865234
	Iteration 34Q: 3 clusters Score -5673176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -5673501.000000 Penalty: 3225.865234
	Iteration 35Q: 3 clusters Score -5673501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -5673692.000000 Penalty: 3225.865234
	Iteration 36Q: 3 clusters Score -5673692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -5673686.000000 Penalty: 3225.865234
	Iteration 37Q: 3 clusters Score -5673686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -5673678.500000 Penalty: 3225.865234
	Iteration 38Q: 3 clusters Score -5673678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -5673678.500000 Penalty: 3225.865234
	Iteration 39F: 3 clusters Score -5673678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 111303 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 24444 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 58845 members 
Mstep: Class 7 contains 26557 members 
Mstep: Class 9 contains 90171 members 
Mstep: Class 10 contains 30741 members 
Mstep: Class 11 contains 9217 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 56425 members 
Mstep: Class 17 contains 40071 members 
Mstep: Class 18 contains 105987 members 
Mstep: Class 19 contains 45317 members 
Mstep: Class 20 contains 69864 members 
Mstep: Class 21 contains 29754 members 
Entering Unmasked Estep 
Score: -78573344.000000 Penalty: 34168.710938
Splitting cluster 4 changes total score from -78523224.000000 to -78573344.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -394512.500000 Penalty: 1224.114258
	Iteration 0F: 2 clusters Score -394512.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -391555.625000 Penalty: 2448.228516
	Iteration 0F: 3 clusters Score -391555.6 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -392376.812500 Penalty: 2448.228516
	Iteration 1F: 3 clusters Score -392376.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -392565.843750 Penalty: 2448.228516
	Iteration 2F: 3 clusters Score -392565.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -392674.093750 Penalty: 2448.228516
	Iteration 3Q: 3 clusters Score -392674.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -392745.218750 Penalty: 2448.228516
	Iteration 4Q: 3 clusters Score -392745.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -392789.875000 Penalty: 2448.228516
	Iteration 5Q: 3 clusters Score -392789.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -392828.781250 Penalty: 2448.228516
	Iteration 6Q: 3 clusters Score -392828.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -392855.375000 Penalty: 2448.228516
	Iteration 7Q: 3 clusters Score -392855.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -392870.687500 Penalty: 2448.228516
	Iteration 8Q: 3 clusters Score -392870.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -392882.593750 Penalty: 2448.228516
	Iteration 9Q: 3 clusters Score -392882.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -392891.562500 Penalty: 2448.228516
	Iteration 10Q: 3 clusters Score -392891.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -392904.000000 Penalty: 2448.228516
	Iteration 11Q: 3 clusters Score -392904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -392914.093750 Penalty: 2448.228516
	Iteration 12Q: 3 clusters Score -392914.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -392924.843750 Penalty: 2448.228516
	Iteration 13Q: 3 clusters Score -392924.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -392932.000000 Penalty: 2448.228516
	Iteration 14Q: 3 clusters Score -392932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -392938.031250 Penalty: 2448.228516
	Iteration 15Q: 3 clusters Score -392938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -392943.125000 Penalty: 2448.228516
	Iteration 16Q: 3 clusters Score -392943.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -392948.156250 Penalty: 2448.228516
	Iteration 17Q: 3 clusters Score -392948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -392953.343750 Penalty: 2448.228516
	Iteration 18Q: 3 clusters Score -392953.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -392960.156250 Penalty: 2448.228516
	Iteration 19Q: 3 clusters Score -392960.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -392964.062500 Penalty: 2448.228516
	Iteration 20F: 3 clusters Score -392964.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -392969.312500 Penalty: 2448.228516
	Iteration 21Q: 3 clusters Score -392969.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -392975.250000 Penalty: 2448.228516
	Iteration 22Q: 3 clusters Score -392975.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -392979.375000 Penalty: 2448.228516
	Iteration 23Q: 3 clusters Score -392979.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -392983.781250 Penalty: 2448.228516
	Iteration 24Q: 3 clusters Score -392983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -392987.250000 Penalty: 2448.228516
	Iteration 25Q: 3 clusters Score -392987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -392989.406250 Penalty: 2448.228516
	Iteration 26Q: 3 clusters Score -392989.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -392992.687500 Penalty: 2448.228516
	Iteration 27Q: 3 clusters Score -392992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -392992.968750 Penalty: 2448.228516
	Iteration 28Q: 3 clusters Score -392993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -392993.781250 Penalty: 2448.228516
	Iteration 29Q: 3 clusters Score -392993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -392993.718750 Penalty: 2448.228516
	Iteration 30Q: 3 clusters Score -392993.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -392993.718750 Penalty: 2448.228516
	Iteration 31F: 3 clusters Score -392993.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (58845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Entering Unmasked Estep 
Score: -6345749.500000 Penalty: 1634.220215
	Iteration 0F: 2 clusters Score -6345750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -6307387.000000 Penalty: 3268.440430
	Iteration 0F: 3 clusters Score -6307387 nChanged 27205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -6322962.500000 Penalty: 3268.440430
	Iteration 1F: 3 clusters Score -6322962 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -6323766.000000 Penalty: 3268.440430
	Iteration 2Q: 3 clusters Score -6323766 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -6324760.000000 Penalty: 3268.440430
	Iteration 3Q: 3 clusters Score -6324760 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -6325997.000000 Penalty: 3268.440430
	Iteration 4Q: 3 clusters Score -6325997 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -6327716.500000 Penalty: 3268.440430
	Iteration 5F: 3 clusters Score -6327716 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -6330025.500000 Penalty: 3268.440430
	Iteration 6F: 3 clusters Score -6330026 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -6332817.000000 Penalty: 3268.440430
	Iteration 7F: 3 clusters Score -6332817 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -6335684.000000 Penalty: 3268.440430
	Iteration 8F: 3 clusters Score -6335684 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -6338120.500000 Penalty: 3268.440430
	Iteration 9F: 3 clusters Score -6338120 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -6339953.500000 Penalty: 3268.440430
	Iteration 10F: 3 clusters Score -6339954 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -6341374.500000 Penalty: 3268.440430
	Iteration 11Q: 3 clusters Score -6341374 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -6342499.000000 Penalty: 3268.440430
	Iteration 12Q: 3 clusters Score -6342499 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -6343207.500000 Penalty: 3268.440430
	Iteration 13Q: 3 clusters Score -6343208 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -6343667.500000 Penalty: 3268.440430
	Iteration 14Q: 3 clusters Score -6343668 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -6344041.500000 Penalty: 3268.440430
	Iteration 15Q: 3 clusters Score -6344042 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -6344258.000000 Penalty: 3268.440430
	Iteration 16Q: 3 clusters Score -6344258 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -6344438.000000 Penalty: 3268.440430
	Iteration 17Q: 3 clusters Score -6344438 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -6344557.000000 Penalty: 3268.440430
	Iteration 18Q: 3 clusters Score -6344557 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -6344684.000000 Penalty: 3268.440430
	Iteration 19Q: 3 clusters Score -6344684 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -6344753.000000 Penalty: 3268.440430
	Iteration 20F: 3 clusters Score -6344753 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -6344837.500000 Penalty: 3268.440430
	Iteration 21Q: 3 clusters Score -6344838 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -6344915.500000 Penalty: 3268.440430
	Iteration 22Q: 3 clusters Score -6344916 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -6345008.500000 Penalty: 3268.440430
	Iteration 23Q: 3 clusters Score -6345008 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -6345133.000000 Penalty: 3268.440430
	Iteration 24Q: 3 clusters Score -6345133 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -6345304.000000 Penalty: 3268.440430
	Iteration 25Q: 3 clusters Score -6345304 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -6345513.000000 Penalty: 3268.440430
	Iteration 26Q: 3 clusters Score -6345513 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -6345695.500000 Penalty: 3268.440430
	Iteration 27Q: 3 clusters Score -6345696 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -6345923.000000 Penalty: 3268.440430
	Iteration 28Q: 3 clusters Score -6345923 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -6346111.000000 Penalty: 3268.440430
	Iteration 29Q: 3 clusters Score -6346111 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -6346309.500000 Penalty: 3268.440430
	Iteration 30Q: 3 clusters Score -6346310 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -6346453.500000 Penalty: 3268.440430
	Iteration 31Q: 3 clusters Score -6346454 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -6346590.500000 Penalty: 3268.440430
	Iteration 32Q: 3 clusters Score -6346590 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -6346660.000000 Penalty: 3268.440430
	Iteration 33Q: 3 clusters Score -6346660 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -6346729.500000 Penalty: 3268.440430
	Iteration 34Q: 3 clusters Score -6346730 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -6346788.000000 Penalty: 3268.440430
	Iteration 35Q: 3 clusters Score -6346788 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -6346833.000000 Penalty: 3268.440430
	Iteration 36Q: 3 clusters Score -6346833 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -6346852.500000 Penalty: 3268.440430
	Iteration 37Q: 3 clusters Score -6346852 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -6346885.500000 Penalty: 3268.440430
	Iteration 38Q: 3 clusters Score -6346886 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -6346892.000000 Penalty: 3268.440430
	Iteration 39Q: 3 clusters Score -6346892 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -6346918.000000 Penalty: 3268.440430
	Iteration 40F: 3 clusters Score -6346918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -6346932.500000 Penalty: 3268.440430
	Iteration 41Q: 3 clusters Score -6346932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -6346949.000000 Penalty: 3268.440430
	Iteration 42Q: 3 clusters Score -6346949 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -6346965.000000 Penalty: 3268.440430
	Iteration 43Q: 3 clusters Score -6346965 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6346958.000000 Penalty: 3268.440430
	Iteration 44Q: 3 clusters Score -6346958 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -6346954.500000 Penalty: 3268.440430
	Iteration 45Q: 3 clusters Score -6346954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -6346953.500000 Penalty: 3268.440430
	Iteration 46Q: 3 clusters Score -6346954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -6346946.500000 Penalty: 3268.440430
	Iteration 47Q: 3 clusters Score -6346946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -6346957.500000 Penalty: 3268.440430
	Iteration 48Q: 3 clusters Score -6346958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -6346959.500000 Penalty: 3268.440430
	Iteration 49Q: 3 clusters Score -6346960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -6346967.000000 Penalty: 3268.440430
	Iteration 50Q: 3 clusters Score -6346967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -6346987.500000 Penalty: 3268.440430
	Iteration 51Q: 3 clusters Score -6346988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -6346974.500000 Penalty: 3268.440430
	Iteration 52Q: 3 clusters Score -6346974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -6346981.000000 Penalty: 3268.440430
	Iteration 53Q: 3 clusters Score -6346981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -6346984.000000 Penalty: 3268.440430
	Iteration 54Q: 3 clusters Score -6346984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -6346978.500000 Penalty: 3268.440430
	Iteration 55Q: 3 clusters Score -6346978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -6346983.500000 Penalty: 3268.440430
	Iteration 56Q: 3 clusters Score -6346984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -6346978.500000 Penalty: 3268.440430
	Iteration 57Q: 3 clusters Score -6346978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6346978.000000 Penalty: 3268.440430
	Iteration 58Q: 3 clusters Score -6346978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -6346994.000000 Penalty: 3268.440430
	Iteration 59Q: 3 clusters Score -6346994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -6346992.500000 Penalty: 3268.440430
	Iteration 60F: 3 clusters Score -6346992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -6346989.500000 Penalty: 3268.440430
	Iteration 61Q: 3 clusters Score -6346990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -6347011.500000 Penalty: 3268.440430
	Iteration 62Q: 3 clusters Score -6347012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -6347016.000000 Penalty: 3268.440430
	Iteration 63Q: 3 clusters Score -6347016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -6347029.000000 Penalty: 3268.440430
	Iteration 64Q: 3 clusters Score -6347029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -6347022.500000 Penalty: 3268.440430
	Iteration 65Q: 3 clusters Score -6347022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -6347014.500000 Penalty: 3268.440430
	Iteration 66Q: 3 clusters Score -6347014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -6347015.000000 Penalty: 3268.440430
	Iteration 67Q: 3 clusters Score -6347015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -6347024.000000 Penalty: 3268.440430
	Iteration 68Q: 3 clusters Score -6347024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -6347027.000000 Penalty: 3268.440430
	Iteration 69Q: 3 clusters Score -6347027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -6347027.500000 Penalty: 3268.440430
	Iteration 70Q: 3 clusters Score -6347028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -6347031.000000 Penalty: 3268.440430
	Iteration 71Q: 3 clusters Score -6347031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -6347027.500000 Penalty: 3268.440430
	Iteration 72Q: 3 clusters Score -6347028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -6347038.500000 Penalty: 3268.440430
	Iteration 73Q: 3 clusters Score -6347038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -6347039.000000 Penalty: 3268.440430
	Iteration 74Q: 3 clusters Score -6347039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -6347038.500000 Penalty: 3268.440430
	Iteration 75Q: 3 clusters Score -6347038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -6347039.000000 Penalty: 3268.440430
	Iteration 76Q: 3 clusters Score -6347039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -6347042.000000 Penalty: 3268.440430
	Iteration 77Q: 3 clusters Score -6347042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -6347057.500000 Penalty: 3268.440430
	Iteration 78Q: 3 clusters Score -6347058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -6347055.000000 Penalty: 3268.440430
	Iteration 79Q: 3 clusters Score -6347055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -6347061.000000 Penalty: 3268.440430
	Iteration 80F: 3 clusters Score -6347061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -6347059.000000 Penalty: 3268.440430
	Iteration 81Q: 3 clusters Score -6347059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -6347060.000000 Penalty: 3268.440430
	Iteration 82Q: 3 clusters Score -6347060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -6347058.500000 Penalty: 3268.440430
	Iteration 83Q: 3 clusters Score -6347058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -6347053.500000 Penalty: 3268.440430
	Iteration 84Q: 3 clusters Score -6347054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -6347055.500000 Penalty: 3268.440430
	Iteration 85Q: 3 clusters Score -6347056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -6347064.000000 Penalty: 3268.440430
	Iteration 86Q: 3 clusters Score -6347064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -6347061.000000 Penalty: 3268.440430
	Iteration 87Q: 3 clusters Score -6347061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -6347061.500000 Penalty: 3268.440430
	Iteration 88Q: 3 clusters Score -6347062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -6347066.000000 Penalty: 3268.440430
	Iteration 89Q: 3 clusters Score -6347066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -6347068.500000 Penalty: 3268.440430
	Iteration 90Q: 3 clusters Score -6347068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -6347066.000000 Penalty: 3268.440430
	Iteration 91Q: 3 clusters Score -6347066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -6347065.000000 Penalty: 3268.440430
	Iteration 92Q: 3 clusters Score -6347065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -6347070.000000 Penalty: 3268.440430
	Iteration 93Q: 3 clusters Score -6347070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -6347073.000000 Penalty: 3268.440430
	Iteration 94Q: 3 clusters Score -6347073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -6347075.000000 Penalty: 3268.440430
	Iteration 95Q: 3 clusters Score -6347075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -6347069.000000 Penalty: 3268.440430
	Iteration 96Q: 3 clusters Score -6347069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -6347065.000000 Penalty: 3268.440430
	Iteration 97Q: 3 clusters Score -6347065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -6347065.500000 Penalty: 3268.440430
	Iteration 98Q: 3 clusters Score -6347066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -6347069.000000 Penalty: 3268.440430
	Iteration 99Q: 3 clusters Score -6347069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -6347066.000000 Penalty: 3268.440430
	Iteration 100F: 3 clusters Score -6347066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -6347065.500000 Penalty: 3268.440430
	Iteration 101Q: 3 clusters Score -6347066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -6347068.500000 Penalty: 3268.440430
	Iteration 102Q: 3 clusters Score -6347068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -6347070.000000 Penalty: 3268.440430
	Iteration 103Q: 3 clusters Score -6347070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -6347067.000000 Penalty: 3268.440430
	Iteration 104Q: 3 clusters Score -6347067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6347069.500000 Penalty: 3268.440430
	Iteration 105Q: 3 clusters Score -6347070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -6347073.500000 Penalty: 3268.440430
	Iteration 106Q: 3 clusters Score -6347074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -6347065.500000 Penalty: 3268.440430
	Iteration 107Q: 3 clusters Score -6347066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -6347059.500000 Penalty: 3268.440430
	Iteration 108Q: 3 clusters Score -6347060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -6347060.000000 Penalty: 3268.440430
	Iteration 109Q: 3 clusters Score -6347060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -6347061.500000 Penalty: 3268.440430
	Iteration 110Q: 3 clusters Score -6347062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -6347052.500000 Penalty: 3268.440430
	Iteration 111Q: 3 clusters Score -6347052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6347058.500000 Penalty: 3268.440430
	Iteration 112Q: 3 clusters Score -6347058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -6347053.000000 Penalty: 3268.440430
	Iteration 113Q: 3 clusters Score -6347053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -6347055.500000 Penalty: 3268.440430
	Iteration 114Q: 3 clusters Score -6347056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -6347055.500000 Penalty: 3268.440430
	Iteration 115F: 3 clusters Score -6347056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 111303 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 24444 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 14309 members 
Mstep: Class 7 contains 26557 members 
Mstep: Class 8 contains 44536 members 
Mstep: Class 9 contains 90171 members 
Mstep: Class 10 contains 30741 members 
Mstep: Class 11 contains 9217 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 56425 members 
Mstep: Class 17 contains 40071 members 
Mstep: Class 18 contains 105987 members 
Mstep: Class 19 contains 45317 members 
Mstep: Class 20 contains 69864 members 
Mstep: Class 21 contains 29754 members 
Entering Unmasked Estep 
Score: -78573992.000000 Penalty: 36178.632812
Splitting cluster 6 changes total score from -78523224.000000 to -78573992.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 9 (90171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Entering Unmasked Estep 
Score: -9798794.000000 Penalty: 1697.728149
	Iteration 0F: 2 clusters Score -9798794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -9739830.000000 Penalty: 3395.456299
	Iteration 0F: 3 clusters Score -9739830 nChanged 42652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -9764194.000000 Penalty: 3395.456299
	Iteration 1F: 3 clusters Score -9764194 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -9765181.000000 Penalty: 3395.456299
	Iteration 2Q: 3 clusters Score -9765181 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -9766192.000000 Penalty: 3395.456299
	Iteration 3Q: 3 clusters Score -9766192 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -9767358.000000 Penalty: 3395.456299
	Iteration 4Q: 3 clusters Score -9767358 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -9768565.000000 Penalty: 3395.456299
	Iteration 5Q: 3 clusters Score -9768565 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -9769863.000000 Penalty: 3395.456299
	Iteration 6Q: 3 clusters Score -9769863 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -9771255.000000 Penalty: 3395.456299
	Iteration 7Q: 3 clusters Score -9771255 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -9772787.000000 Penalty: 3395.456299
	Iteration 8Q: 3 clusters Score -9772787 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -9774206.000000 Penalty: 3395.456299
	Iteration 9Q: 3 clusters Score -9774206 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -9776014.000000 Penalty: 3395.456299
	Iteration 10Q: 3 clusters Score -9776014 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -9778001.000000 Penalty: 3395.456299
	Iteration 11Q: 3 clusters Score -9778001 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -9780447.000000 Penalty: 3395.456299
	Iteration 12Q: 3 clusters Score -9780447 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 63629 members 
Entering Unmasked Estep 
Score: -9783314.000000 Penalty: 3395.456299
	Iteration 13F: 3 clusters Score -9783314 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -9786562.000000 Penalty: 3395.456299
	Iteration 14F: 3 clusters Score -9786562 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -9789980.000000 Penalty: 3395.456299
	Iteration 15F: 3 clusters Score -9789980 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -9793226.000000 Penalty: 3395.456299
	Iteration 16Q: 3 clusters Score -9793226 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -9795794.000000 Penalty: 3395.456299
	Iteration 17Q: 3 clusters Score -9795794 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -9797286.000000 Penalty: 3395.456299
	Iteration 18Q: 3 clusters Score -9797286 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 82815 members 
Entering Unmasked Estep 
Score: -9797872.000000 Penalty: 3395.456299
	Iteration 19Q: 3 clusters Score -9797872 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -9798166.000000 Penalty: 3395.456299
	Iteration 20F: 3 clusters Score -9798166 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -9798371.000000 Penalty: 3395.456299
	Iteration 21Q: 3 clusters Score -9798371 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 84456 members 
Entering Unmasked Estep 
Score: -9798481.000000 Penalty: 3395.456299
	Iteration 22Q: 3 clusters Score -9798481 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -9798545.000000 Penalty: 3395.456299
	Iteration 23Q: 3 clusters Score -9798545 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -9798583.000000 Penalty: 3395.456299
	Iteration 24Q: 3 clusters Score -9798583 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -9798625.000000 Penalty: 3395.456299
	Iteration 25Q: 3 clusters Score -9798625 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -9798679.000000 Penalty: 3395.456299
	Iteration 26Q: 3 clusters Score -9798679 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -9798709.000000 Penalty: 3395.456299
	Iteration 27Q: 3 clusters Score -9798709 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -9798722.000000 Penalty: 3395.456299
	Iteration 28Q: 3 clusters Score -9798722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -9798748.000000 Penalty: 3395.456299
	Iteration 29Q: 3 clusters Score -9798748 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -9798793.000000 Penalty: 3395.456299
	Iteration 30Q: 3 clusters Score -9798793 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -9798814.000000 Penalty: 3395.456299
	Iteration 31Q: 3 clusters Score -9798814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -9798841.000000 Penalty: 3395.456299
	Iteration 32Q: 3 clusters Score -9798841 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -9798837.000000 Penalty: 3395.456299
	Iteration 33Q: 3 clusters Score -9798837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -9798856.000000 Penalty: 3395.456299
	Iteration 34Q: 3 clusters Score -9798856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -9798854.000000 Penalty: 3395.456299
	Iteration 35Q: 3 clusters Score -9798854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
Score: -9798875.000000 Penalty: 3395.456299
	Iteration 36Q: 3 clusters Score -9798875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -9798880.000000 Penalty: 3395.456299
	Iteration 37Q: 3 clusters Score -9798880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -9798871.000000 Penalty: 3395.456299
	Iteration 38Q: 3 clusters Score -9798871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -9798879.000000 Penalty: 3395.456299
	Iteration 39Q: 3 clusters Score -9798879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -9798881.000000 Penalty: 3395.456299
	Iteration 40F: 3 clusters Score -9798881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -9798882.000000 Penalty: 3395.456299
	Iteration 41Q: 3 clusters Score -9798882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -9798886.000000 Penalty: 3395.456299
	Iteration 42Q: 3 clusters Score -9798886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 86234 members 
Entering Unmasked Estep 
Score: -9798890.000000 Penalty: 3395.456299
	Iteration 43Q: 3 clusters Score -9798890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -9798886.000000 Penalty: 3395.456299
	Iteration 44Q: 3 clusters Score -9798886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -9798889.000000 Penalty: 3395.456299
	Iteration 45Q: 3 clusters Score -9798889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -9798897.000000 Penalty: 3395.456299
	Iteration 46Q: 3 clusters Score -9798897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -9798898.000000 Penalty: 3395.456299
	Iteration 47Q: 3 clusters Score -9798898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -9798894.000000 Penalty: 3395.456299
	Iteration 48Q: 3 clusters Score -9798894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -9798890.000000 Penalty: 3395.456299
	Iteration 49Q: 3 clusters Score -9798890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -9798897.000000 Penalty: 3395.456299
	Iteration 50Q: 3 clusters Score -9798897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -9798891.000000 Penalty: 3395.456299
	Iteration 51Q: 3 clusters Score -9798891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 86298 members 
Entering Unmasked Estep 
Score: -9798898.000000 Penalty: 3395.456299
	Iteration 52Q: 3 clusters Score -9798898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -9798904.000000 Penalty: 3395.456299
	Iteration 53Q: 3 clusters Score -9798904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 86309 members 
Entering Unmasked Estep 
Score: -9798913.000000 Penalty: 3395.456299
	Iteration 54Q: 3 clusters Score -9798913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 86315 members 
Entering Unmasked Estep 
Score: -9798906.000000 Penalty: 3395.456299
	Iteration 55Q: 3 clusters Score -9798906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -9798901.000000 Penalty: 3395.456299
	Iteration 56Q: 3 clusters Score -9798901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 86331 members 
Entering Unmasked Estep 
Score: -9798904.000000 Penalty: 3395.456299
	Iteration 57Q: 3 clusters Score -9798904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -9798908.000000 Penalty: 3395.456299
	Iteration 58Q: 3 clusters Score -9798908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -9798904.000000 Penalty: 3395.456299
	Iteration 59Q: 3 clusters Score -9798904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 86338 members 
Entering Unmasked Estep 
Score: -9798906.000000 Penalty: 3395.456299
	Iteration 60F: 3 clusters Score -9798906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -9798911.000000 Penalty: 3395.456299
	Iteration 61Q: 3 clusters Score -9798911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -9798911.000000 Penalty: 3395.456299
	Iteration 62Q: 3 clusters Score -9798911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -9798907.000000 Penalty: 3395.456299
	Iteration 63Q: 3 clusters Score -9798907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
Score: -9798898.000000 Penalty: 3395.456299
	Iteration 64Q: 3 clusters Score -9798898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -9798901.000000 Penalty: 3395.456299
	Iteration 65Q: 3 clusters Score -9798901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -9798895.000000 Penalty: 3395.456299
	Iteration 66Q: 3 clusters Score -9798895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -9798896.000000 Penalty: 3395.456299
	Iteration 67Q: 3 clusters Score -9798896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -9798896.000000 Penalty: 3395.456299
	Iteration 68Q: 3 clusters Score -9798896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -9798893.000000 Penalty: 3395.456299
	Iteration 69Q: 3 clusters Score -9798893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -9798891.000000 Penalty: 3395.456299
	Iteration 70Q: 3 clusters Score -9798891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -9798891.000000 Penalty: 3395.456299
	Iteration 71F: 3 clusters Score -9798891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 111303 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 24444 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 14309 members 
Mstep: Class 7 contains 26557 members 
Mstep: Class 8 contains 44536 members 
Mstep: Class 9 contains 3825 members 
Mstep: Class 10 contains 30741 members 
Mstep: Class 11 contains 9217 members 
Mstep: Class 12 contains 86346 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 56425 members 
Mstep: Class 17 contains 40071 members 
Mstep: Class 18 contains 105987 members 
Mstep: Class 19 contains 45317 members 
Mstep: Class 20 contains 69864 members 
Mstep: Class 21 contains 29754 members 
Entering Unmasked Estep 
Score: -78573656.000000 Penalty: 38188.558594
Splitting cluster 9 changes total score from -78523224.000000 to -78573656.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (30741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Entering Unmasked Estep 
Score: -3386020.500000 Penalty: 1537.602783
	Iteration 0F: 2 clusters Score -3386020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3366051.250000 Penalty: 3075.205566
	Iteration 0F: 3 clusters Score -3366051 nChanged 13826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3373627.500000 Penalty: 3075.205566
	Iteration 1F: 3 clusters Score -3373628 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3374204.750000 Penalty: 3075.205566
	Iteration 2F: 3 clusters Score -3374205 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3374692.250000 Penalty: 3075.205566
	Iteration 3Q: 3 clusters Score -3374692 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3375228.000000 Penalty: 3075.205566
	Iteration 4Q: 3 clusters Score -3375228 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3376040.000000 Penalty: 3075.205566
	Iteration 5Q: 3 clusters Score -3376040 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3377110.000000 Penalty: 3075.205566
	Iteration 6F: 3 clusters Score -3377110 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3378624.250000 Penalty: 3075.205566
	Iteration 7F: 3 clusters Score -3378624 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3380421.000000 Penalty: 3075.205566
	Iteration 8F: 3 clusters Score -3380421 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3382192.000000 Penalty: 3075.205566
	Iteration 9F: 3 clusters Score -3382192 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3383465.250000 Penalty: 3075.205566
	Iteration 10Q: 3 clusters Score -3383465 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -3384108.000000 Penalty: 3075.205566
	Iteration 11Q: 3 clusters Score -3384108 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3384439.750000 Penalty: 3075.205566
	Iteration 12Q: 3 clusters Score -3384440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3384603.750000 Penalty: 3075.205566
	Iteration 13Q: 3 clusters Score -3384604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -3384669.250000 Penalty: 3075.205566
	Iteration 14Q: 3 clusters Score -3384669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -3384706.000000 Penalty: 3075.205566
	Iteration 15Q: 3 clusters Score -3384706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -3384737.000000 Penalty: 3075.205566
	Iteration 16Q: 3 clusters Score -3384737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3384752.500000 Penalty: 3075.205566
	Iteration 17Q: 3 clusters Score -3384752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3384761.000000 Penalty: 3075.205566
	Iteration 18Q: 3 clusters Score -3384761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3384771.250000 Penalty: 3075.205566
	Iteration 19Q: 3 clusters Score -3384771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -3384773.250000 Penalty: 3075.205566
	Iteration 20F: 3 clusters Score -3384773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -3384775.750000 Penalty: 3075.205566
	Iteration 21Q: 3 clusters Score -3384776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -3384778.250000 Penalty: 3075.205566
	Iteration 22Q: 3 clusters Score -3384778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3384780.000000 Penalty: 3075.205566
	Iteration 23Q: 3 clusters Score -3384780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3384780.000000 Penalty: 3075.205566
	Iteration 24Q: 3 clusters Score -3384780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3384780.000000 Penalty: 3075.205566
	Iteration 25F: 3 clusters Score -3384780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Entering Unmasked Estep 
Score: -940491.062500 Penalty: 1358.366211
	Iteration 0F: 2 clusters Score -940491.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -934228.687500 Penalty: 2716.732422
	Iteration 0F: 3 clusters Score -934228.7 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -936422.750000 Penalty: 2716.732422
	Iteration 1F: 3 clusters Score -936422.8 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -936984.250000 Penalty: 2716.732422
	Iteration 2F: 3 clusters Score -936984.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -937827.375000 Penalty: 2716.732422
	Iteration 3F: 3 clusters Score -937827.4 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -938864.187500 Penalty: 2716.732422
	Iteration 4F: 3 clusters Score -938864.2 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -939856.875000 Penalty: 2716.732422
	Iteration 5F: 3 clusters Score -939856.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -940466.000000 Penalty: 2716.732422
	Iteration 6F: 3 clusters Score -940466 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -940817.625000 Penalty: 2716.732422
	Iteration 7Q: 3 clusters Score -940817.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -940994.750000 Penalty: 2716.732422
	Iteration 8Q: 3 clusters Score -940994.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -941085.312500 Penalty: 2716.732422
	Iteration 9Q: 3 clusters Score -941085.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -941144.437500 Penalty: 2716.732422
	Iteration 10Q: 3 clusters Score -941144.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -941186.937500 Penalty: 2716.732422
	Iteration 11Q: 3 clusters Score -941186.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -941212.750000 Penalty: 2716.732422
	Iteration 12Q: 3 clusters Score -941212.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -941230.812500 Penalty: 2716.732422
	Iteration 13Q: 3 clusters Score -941230.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -941247.500000 Penalty: 2716.732422
	Iteration 14Q: 3 clusters Score -941247.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -941264.687500 Penalty: 2716.732422
	Iteration 15Q: 3 clusters Score -941264.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -941284.312500 Penalty: 2716.732422
	Iteration 16Q: 3 clusters Score -941284.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -941300.937500 Penalty: 2716.732422
	Iteration 17Q: 3 clusters Score -941300.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -941317.312500 Penalty: 2716.732422
	Iteration 18Q: 3 clusters Score -941317.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -941333.000000 Penalty: 2716.732422
	Iteration 19Q: 3 clusters Score -941333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -941345.375000 Penalty: 2716.732422
	Iteration 20F: 3 clusters Score -941345.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -941358.125000 Penalty: 2716.732422
	Iteration 21Q: 3 clusters Score -941358.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -941372.687500 Penalty: 2716.732422
	Iteration 22Q: 3 clusters Score -941372.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -941382.000000 Penalty: 2716.732422
	Iteration 23Q: 3 clusters Score -941382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -941395.562500 Penalty: 2716.732422
	Iteration 24Q: 3 clusters Score -941395.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -941407.687500 Penalty: 2716.732422
	Iteration 25Q: 3 clusters Score -941407.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -941417.500000 Penalty: 2716.732422
	Iteration 26Q: 3 clusters Score -941417.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -941430.250000 Penalty: 2716.732422
	Iteration 27Q: 3 clusters Score -941430.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -941447.375000 Penalty: 2716.732422
	Iteration 28Q: 3 clusters Score -941447.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -941466.250000 Penalty: 2716.732422
	Iteration 29Q: 3 clusters Score -941466.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -941485.875000 Penalty: 2716.732422
	Iteration 30Q: 3 clusters Score -941485.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -941514.750000 Penalty: 2716.732422
	Iteration 31Q: 3 clusters Score -941514.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -941541.812500 Penalty: 2716.732422
	Iteration 32Q: 3 clusters Score -941541.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -941577.437500 Penalty: 2716.732422
	Iteration 33Q: 3 clusters Score -941577.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -941610.625000 Penalty: 2716.732422
	Iteration 34Q: 3 clusters Score -941610.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -941649.750000 Penalty: 2716.732422
	Iteration 35Q: 3 clusters Score -941649.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -941688.312500 Penalty: 2716.732422
	Iteration 36Q: 3 clusters Score -941688.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -941723.687500 Penalty: 2716.732422
	Iteration 37Q: 3 clusters Score -941723.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -941758.312500 Penalty: 2716.732422
	Iteration 38Q: 3 clusters Score -941758.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -941782.562500 Penalty: 2716.732422
	Iteration 39Q: 3 clusters Score -941782.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -941804.562500 Penalty: 2716.732422
	Iteration 40F: 3 clusters Score -941804.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -941827.437500 Penalty: 2716.732422
	Iteration 41Q: 3 clusters Score -941827.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -941848.812500 Penalty: 2716.732422
	Iteration 42Q: 3 clusters Score -941848.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -941867.937500 Penalty: 2716.732422
	Iteration 43Q: 3 clusters Score -941867.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -941891.625000 Penalty: 2716.732422
	Iteration 44Q: 3 clusters Score -941891.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -941909.812500 Penalty: 2716.732422
	Iteration 45Q: 3 clusters Score -941909.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -941922.812500 Penalty: 2716.732422
	Iteration 46Q: 3 clusters Score -941922.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -941935.437500 Penalty: 2716.732422
	Iteration 47Q: 3 clusters Score -941935.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -941944.312500 Penalty: 2716.732422
	Iteration 48Q: 3 clusters Score -941944.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -941962.625000 Penalty: 2716.732422
	Iteration 49Q: 3 clusters Score -941962.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -941975.437500 Penalty: 2716.732422
	Iteration 50Q: 3 clusters Score -941975.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -941990.437500 Penalty: 2716.732422
	Iteration 51Q: 3 clusters Score -941990.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -942004.062500 Penalty: 2716.732422
	Iteration 52Q: 3 clusters Score -942004.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -942018.687500 Penalty: 2716.732422
	Iteration 53Q: 3 clusters Score -942018.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -942038.250000 Penalty: 2716.732422
	Iteration 54Q: 3 clusters Score -942038.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -942054.875000 Penalty: 2716.732422
	Iteration 55Q: 3 clusters Score -942054.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -942074.125000 Penalty: 2716.732422
	Iteration 56Q: 3 clusters Score -942074.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -942093.562500 Penalty: 2716.732422
	Iteration 57Q: 3 clusters Score -942093.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -942120.187500 Penalty: 2716.732422
	Iteration 58Q: 3 clusters Score -942120.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -942143.375000 Penalty: 2716.732422
	Iteration 59Q: 3 clusters Score -942143.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -942163.062500 Penalty: 2716.732422
	Iteration 60F: 3 clusters Score -942163.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -942184.187500 Penalty: 2716.732422
	Iteration 61Q: 3 clusters Score -942184.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -942197.500000 Penalty: 2716.732422
	Iteration 62Q: 3 clusters Score -942197.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -942209.312500 Penalty: 2716.732422
	Iteration 63Q: 3 clusters Score -942209.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -942216.687500 Penalty: 2716.732422
	Iteration 64Q: 3 clusters Score -942216.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -942221.125000 Penalty: 2716.732422
	Iteration 65Q: 3 clusters Score -942221.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -942223.687500 Penalty: 2716.732422
	Iteration 66Q: 3 clusters Score -942223.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -942224.687500 Penalty: 2716.732422
	Iteration 67Q: 3 clusters Score -942224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -942226.937500 Penalty: 2716.732422
	Iteration 68Q: 3 clusters Score -942226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -942228.312500 Penalty: 2716.732422
	Iteration 69Q: 3 clusters Score -942228.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -942227.375000 Penalty: 2716.732422
	Iteration 70Q: 3 clusters Score -942227.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -942227.375000 Penalty: 2716.732422
	Iteration 71F: 3 clusters Score -942227.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 111303 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 24444 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 14309 members 
Mstep: Class 7 contains 26557 members 
Mstep: Class 8 contains 44536 members 
Mstep: Class 9 contains 3825 members 
Mstep: Class 10 contains 30741 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 86346 members 
Mstep: Class 13 contains 5490 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 56425 members 
Mstep: Class 17 contains 40071 members 
Mstep: Class 18 contains 105987 members 
Mstep: Class 19 contains 45317 members 
Mstep: Class 20 contains 69864 members 
Mstep: Class 21 contains 29754 members 
Entering Unmasked Estep 
Score: -78574824.000000 Penalty: 40198.480469
Splitting cluster 11 changes total score from -78523224.000000 to -78574824.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 15 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -303777.500000 Penalty: 1186.097534
	Iteration 0F: 2 clusters Score -303777.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -301369.093750 Penalty: 2372.195068
	Iteration 0F: 3 clusters Score -301369.1 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -301954.281250 Penalty: 2372.195068
	Iteration 1F: 3 clusters Score -301954.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -302107.125000 Penalty: 2372.195068
	Iteration 2F: 3 clusters Score -302107.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -302201.031250 Penalty: 2372.195068
	Iteration 3F: 3 clusters Score -302201 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -302266.562500 Penalty: 2372.195068
	Iteration 4Q: 3 clusters Score -302266.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -302314.906250 Penalty: 2372.195068
	Iteration 5Q: 3 clusters Score -302314.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -302356.968750 Penalty: 2372.195068
	Iteration 6Q: 3 clusters Score -302357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -302390.812500 Penalty: 2372.195068
	Iteration 7Q: 3 clusters Score -302390.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -302423.406250 Penalty: 2372.195068
	Iteration 8Q: 3 clusters Score -302423.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -302448.843750 Penalty: 2372.195068
	Iteration 9Q: 3 clusters Score -302448.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -302468.468750 Penalty: 2372.195068
	Iteration 10Q: 3 clusters Score -302468.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -302477.906250 Penalty: 2372.195068
	Iteration 11Q: 3 clusters Score -302477.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -302487.531250 Penalty: 2372.195068
	Iteration 12Q: 3 clusters Score -302487.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -302504.843750 Penalty: 2372.195068
	Iteration 13Q: 3 clusters Score -302504.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -302522.437500 Penalty: 2372.195068
	Iteration 14Q: 3 clusters Score -302522.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -302533.281250 Penalty: 2372.195068
	Iteration 15Q: 3 clusters Score -302533.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -302543.781250 Penalty: 2372.195068
	Iteration 16Q: 3 clusters Score -302543.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -302552.937500 Penalty: 2372.195068
	Iteration 17Q: 3 clusters Score -302552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -302560.687500 Penalty: 2372.195068
	Iteration 18Q: 3 clusters Score -302560.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -302566.875000 Penalty: 2372.195068
	Iteration 19Q: 3 clusters Score -302566.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -302573.968750 Penalty: 2372.195068
	Iteration 20F: 3 clusters Score -302574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -302577.593750 Penalty: 2372.195068
	Iteration 21Q: 3 clusters Score -302577.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -302582.937500 Penalty: 2372.195068
	Iteration 22Q: 3 clusters Score -302582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -302589.156250 Penalty: 2372.195068
	Iteration 23Q: 3 clusters Score -302589.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -302597.125000 Penalty: 2372.195068
	Iteration 24Q: 3 clusters Score -302597.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -302604.093750 Penalty: 2372.195068
	Iteration 25Q: 3 clusters Score -302604.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -302613.218750 Penalty: 2372.195068
	Iteration 26Q: 3 clusters Score -302613.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -302621.281250 Penalty: 2372.195068
	Iteration 27Q: 3 clusters Score -302621.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -302624.687500 Penalty: 2372.195068
	Iteration 28Q: 3 clusters Score -302624.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -302628.468750 Penalty: 2372.195068
	Iteration 29Q: 3 clusters Score -302628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -302630.593750 Penalty: 2372.195068
	Iteration 30Q: 3 clusters Score -302630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -302636.687500 Penalty: 2372.195068
	Iteration 31Q: 3 clusters Score -302636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -302641.843750 Penalty: 2372.195068
	Iteration 32Q: 3 clusters Score -302641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -302644.968750 Penalty: 2372.195068
	Iteration 33Q: 3 clusters Score -302645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -302648.750000 Penalty: 2372.195068
	Iteration 34Q: 3 clusters Score -302648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -302650.937500 Penalty: 2372.195068
	Iteration 35Q: 3 clusters Score -302650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -302653.156250 Penalty: 2372.195068
	Iteration 36Q: 3 clusters Score -302653.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -302656.875000 Penalty: 2372.195068
	Iteration 37Q: 3 clusters Score -302656.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -302661.406250 Penalty: 2372.195068
	Iteration 38Q: 3 clusters Score -302661.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -302667.718750 Penalty: 2372.195068
	Iteration 39Q: 3 clusters Score -302667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -302671.031250 Penalty: 2372.195068
	Iteration 40F: 3 clusters Score -302671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -302673.625000 Penalty: 2372.195068
	Iteration 41Q: 3 clusters Score -302673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -302675.843750 Penalty: 2372.195068
	Iteration 42Q: 3 clusters Score -302675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -302677.468750 Penalty: 2372.195068
	Iteration 43Q: 3 clusters Score -302677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -302677.750000 Penalty: 2372.195068
	Iteration 44Q: 3 clusters Score -302677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -302678.562500 Penalty: 2372.195068
	Iteration 45Q: 3 clusters Score -302678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -302679.687500 Penalty: 2372.195068
	Iteration 46Q: 3 clusters Score -302679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -302681.500000 Penalty: 2372.195068
	Iteration 47Q: 3 clusters Score -302681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -302684.093750 Penalty: 2372.195068
	Iteration 48Q: 3 clusters Score -302684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -302685.406250 Penalty: 2372.195068
	Iteration 49Q: 3 clusters Score -302685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -302685.718750 Penalty: 2372.195068
	Iteration 50Q: 3 clusters Score -302685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -302686.343750 Penalty: 2372.195068
	Iteration 51Q: 3 clusters Score -302686.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -302687.343750 Penalty: 2372.195068
	Iteration 52Q: 3 clusters Score -302687.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -302688.000000 Penalty: 2372.195068
	Iteration 53Q: 3 clusters Score -302688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -302689.000000 Penalty: 2372.195068
	Iteration 54Q: 3 clusters Score -302689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -302690.718750 Penalty: 2372.195068
	Iteration 55Q: 3 clusters Score -302690.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -302694.250000 Penalty: 2372.195068
	Iteration 56Q: 3 clusters Score -302694.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -302697.500000 Penalty: 2372.195068
	Iteration 57Q: 3 clusters Score -302697.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -302702.187500 Penalty: 2372.195068
	Iteration 58Q: 3 clusters Score -302702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -302706.156250 Penalty: 2372.195068
	Iteration 59Q: 3 clusters Score -302706.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -302710.062500 Penalty: 2372.195068
	Iteration 60F: 3 clusters Score -302710.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -302713.312500 Penalty: 2372.195068
	Iteration 61Q: 3 clusters Score -302713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -302715.562500 Penalty: 2372.195068
	Iteration 62Q: 3 clusters Score -302715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -302718.593750 Penalty: 2372.195068
	Iteration 63Q: 3 clusters Score -302718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -302721.468750 Penalty: 2372.195068
	Iteration 64Q: 3 clusters Score -302721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -302724.625000 Penalty: 2372.195068
	Iteration 65Q: 3 clusters Score -302724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -302725.437500 Penalty: 2372.195068
	Iteration 66Q: 3 clusters Score -302725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -302727.906250 Penalty: 2372.195068
	Iteration 67Q: 3 clusters Score -302727.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -302731.031250 Penalty: 2372.195068
	Iteration 68Q: 3 clusters Score -302731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -302733.312500 Penalty: 2372.195068
	Iteration 69Q: 3 clusters Score -302733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -302734.500000 Penalty: 2372.195068
	Iteration 70Q: 3 clusters Score -302734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -302736.625000 Penalty: 2372.195068
	Iteration 71Q: 3 clusters Score -302736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -302737.500000 Penalty: 2372.195068
	Iteration 72Q: 3 clusters Score -302737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -302738.093750 Penalty: 2372.195068
	Iteration 73Q: 3 clusters Score -302738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -302738.093750 Penalty: 2372.195068
	Iteration 74F: 3 clusters Score -302738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (56425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Entering Unmasked Estep 
Score: -6233054.500000 Penalty: 1627.971313
	Iteration 0F: 2 clusters Score -6233054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -6196287.500000 Penalty: 3255.942627
	Iteration 0F: 3 clusters Score -6196288 nChanged 26038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -6210795.500000 Penalty: 3255.942627
	Iteration 1F: 3 clusters Score -6210796 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -6211442.500000 Penalty: 3255.942627
	Iteration 2Q: 3 clusters Score -6211442 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -6212027.500000 Penalty: 3255.942627
	Iteration 3Q: 3 clusters Score -6212028 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -6212652.500000 Penalty: 3255.942627
	Iteration 4Q: 3 clusters Score -6212652 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -6213241.500000 Penalty: 3255.942627
	Iteration 5Q: 3 clusters Score -6213242 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -6213811.000000 Penalty: 3255.942627
	Iteration 6Q: 3 clusters Score -6213811 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -6214454.000000 Penalty: 3255.942627
	Iteration 7Q: 3 clusters Score -6214454 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -6215130.000000 Penalty: 3255.942627
	Iteration 8Q: 3 clusters Score -6215130 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -6215887.500000 Penalty: 3255.942627
	Iteration 9Q: 3 clusters Score -6215888 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -6216791.000000 Penalty: 3255.942627
	Iteration 10Q: 3 clusters Score -6216791 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -6218003.500000 Penalty: 3255.942627
	Iteration 11Q: 3 clusters Score -6218004 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -6219636.000000 Penalty: 3255.942627
	Iteration 12Q: 3 clusters Score -6219636 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -6221841.500000 Penalty: 3255.942627
	Iteration 13F: 3 clusters Score -6221842 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -6224278.500000 Penalty: 3255.942627
	Iteration 14F: 3 clusters Score -6224278 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -6226674.500000 Penalty: 3255.942627
	Iteration 15F: 3 clusters Score -6226674 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -6228589.500000 Penalty: 3255.942627
	Iteration 16Q: 3 clusters Score -6228590 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -6229811.500000 Penalty: 3255.942627
	Iteration 17Q: 3 clusters Score -6229812 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -6230612.500000 Penalty: 3255.942627
	Iteration 18Q: 3 clusters Score -6230612 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -6231046.500000 Penalty: 3255.942627
	Iteration 19Q: 3 clusters Score -6231046 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -6231342.500000 Penalty: 3255.942627
	Iteration 20F: 3 clusters Score -6231342 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -6231524.000000 Penalty: 3255.942627
	Iteration 21Q: 3 clusters Score -6231524 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -6231627.000000 Penalty: 3255.942627
	Iteration 22Q: 3 clusters Score -6231627 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -6231689.500000 Penalty: 3255.942627
	Iteration 23Q: 3 clusters Score -6231690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -6231731.000000 Penalty: 3255.942627
	Iteration 24Q: 3 clusters Score -6231731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -6231770.500000 Penalty: 3255.942627
	Iteration 25Q: 3 clusters Score -6231770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -6231792.000000 Penalty: 3255.942627
	Iteration 26Q: 3 clusters Score -6231792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -6231808.000000 Penalty: 3255.942627
	Iteration 27Q: 3 clusters Score -6231808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -6231827.000000 Penalty: 3255.942627
	Iteration 28Q: 3 clusters Score -6231827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -6231839.000000 Penalty: 3255.942627
	Iteration 29Q: 3 clusters Score -6231839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -6231857.000000 Penalty: 3255.942627
	Iteration 30Q: 3 clusters Score -6231857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -6231862.500000 Penalty: 3255.942627
	Iteration 31Q: 3 clusters Score -6231862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -6231867.000000 Penalty: 3255.942627
	Iteration 32Q: 3 clusters Score -6231867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -6231875.000000 Penalty: 3255.942627
	Iteration 33Q: 3 clusters Score -6231875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -6231880.000000 Penalty: 3255.942627
	Iteration 34Q: 3 clusters Score -6231880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -6231887.500000 Penalty: 3255.942627
	Iteration 35Q: 3 clusters Score -6231888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -6231887.500000 Penalty: 3255.942627
	Iteration 36Q: 3 clusters Score -6231888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -6231889.500000 Penalty: 3255.942627
	Iteration 37Q: 3 clusters Score -6231890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -6231891.500000 Penalty: 3255.942627
	Iteration 38Q: 3 clusters Score -6231892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -6231890.000000 Penalty: 3255.942627
	Iteration 39Q: 3 clusters Score -6231890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -6231893.500000 Penalty: 3255.942627
	Iteration 40F: 3 clusters Score -6231894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Entering Unmasked Estep 
Score: -4423651.500000 Penalty: 1577.043091
	Iteration 0F: 2 clusters Score -4423652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -4397443.000000 Penalty: 3154.086182
	Iteration 0F: 3 clusters Score -4397443 nChanged 18418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4407544.500000 Penalty: 3154.086182
	Iteration 1F: 3 clusters Score -4407544 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -4408120.500000 Penalty: 3154.086182
	Iteration 2Q: 3 clusters Score -4408120 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4408620.000000 Penalty: 3154.086182
	Iteration 3Q: 3 clusters Score -4408620 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -4409201.000000 Penalty: 3154.086182
	Iteration 4Q: 3 clusters Score -4409201 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4409875.500000 Penalty: 3154.086182
	Iteration 5Q: 3 clusters Score -4409876 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4410707.500000 Penalty: 3154.086182
	Iteration 6Q: 3 clusters Score -4410708 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -4411907.000000 Penalty: 3154.086182
	Iteration 7F: 3 clusters Score -4411907 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -4413576.000000 Penalty: 3154.086182
	Iteration 8F: 3 clusters Score -4413576 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -4415631.000000 Penalty: 3154.086182
	Iteration 9F: 3 clusters Score -4415631 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4417984.000000 Penalty: 3154.086182
	Iteration 10F: 3 clusters Score -4417984 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4419908.000000 Penalty: 3154.086182
	Iteration 11F: 3 clusters Score -4419908 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4421159.000000 Penalty: 3154.086182
	Iteration 12Q: 3 clusters Score -4421159 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4421792.000000 Penalty: 3154.086182
	Iteration 13Q: 3 clusters Score -4421792 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4422094.000000 Penalty: 3154.086182
	Iteration 14Q: 3 clusters Score -4422094 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4422240.500000 Penalty: 3154.086182
	Iteration 15Q: 3 clusters Score -4422240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4422304.500000 Penalty: 3154.086182
	Iteration 16Q: 3 clusters Score -4422304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4422333.500000 Penalty: 3154.086182
	Iteration 17Q: 3 clusters Score -4422334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4422355.000000 Penalty: 3154.086182
	Iteration 18Q: 3 clusters Score -4422355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4422363.000000 Penalty: 3154.086182
	Iteration 19Q: 3 clusters Score -4422363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4422371.500000 Penalty: 3154.086182
	Iteration 20F: 3 clusters Score -4422372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4422375.000000 Penalty: 3154.086182
	Iteration 21Q: 3 clusters Score -4422375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4422377.000000 Penalty: 3154.086182
	Iteration 22Q: 3 clusters Score -4422377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4422380.500000 Penalty: 3154.086182
	Iteration 23Q: 3 clusters Score -4422380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4422383.500000 Penalty: 3154.086182
	Iteration 24Q: 3 clusters Score -4422384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4422388.500000 Penalty: 3154.086182
	Iteration 25Q: 3 clusters Score -4422388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4422398.500000 Penalty: 3154.086182
	Iteration 26Q: 3 clusters Score -4422398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4422403.500000 Penalty: 3154.086182
	Iteration 27Q: 3 clusters Score -4422404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4422403.500000 Penalty: 3154.086182
	Iteration 28F: 3 clusters Score -4422404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Entering Unmasked Estep 
Score: -11558335.000000 Penalty: 1721.775513
	Iteration 0F: 2 clusters Score -1.155834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -11489035.000000 Penalty: 3443.551025
	Iteration 0F: 3 clusters Score -1.148904e+07 nChanged 50235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -11518153.000000 Penalty: 3443.551025
	Iteration 1F: 3 clusters Score -1.151815e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -11519143.000000 Penalty: 3443.551025
	Iteration 2Q: 3 clusters Score -1.151914e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -11520474.000000 Penalty: 3443.551025
	Iteration 3Q: 3 clusters Score -1.152047e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -11522182.000000 Penalty: 3443.551025
	Iteration 4Q: 3 clusters Score -1.152218e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -11524404.000000 Penalty: 3443.551025
	Iteration 5F: 3 clusters Score -1.15244e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 66758 members 
Entering Unmasked Estep 
Score: -11527100.000000 Penalty: 3443.551025
	Iteration 6F: 3 clusters Score -1.15271e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -11530421.000000 Penalty: 3443.551025
	Iteration 7F: 3 clusters Score -1.153042e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -11534320.000000 Penalty: 3443.551025
	Iteration 8F: 3 clusters Score -1.153432e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -11538559.000000 Penalty: 3443.551025
	Iteration 9F: 3 clusters Score -1.153856e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -11543291.000000 Penalty: 3443.551025
	Iteration 10F: 3 clusters Score -1.154329e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -11547958.000000 Penalty: 3443.551025
	Iteration 11F: 3 clusters Score -1.154796e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 100412 members 
Entering Unmasked Estep 
Score: -11552004.000000 Penalty: 3443.551025
	Iteration 12Q: 3 clusters Score -1.1552e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -11554744.000000 Penalty: 3443.551025
	Iteration 13Q: 3 clusters Score -1.155474e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 104842 members 
Entering Unmasked Estep 
Score: -11555979.000000 Penalty: 3443.551025
	Iteration 14Q: 3 clusters Score -1.155598e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -11556492.000000 Penalty: 3443.551025
	Iteration 15Q: 3 clusters Score -1.155649e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -11556710.000000 Penalty: 3443.551025
	Iteration 16Q: 3 clusters Score -1.155671e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -11556815.000000 Penalty: 3443.551025
	Iteration 17Q: 3 clusters Score -1.155682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -11556862.000000 Penalty: 3443.551025
	Iteration 18Q: 3 clusters Score -1.155686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 105719 members 
Entering Unmasked Estep 
Score: -11556888.000000 Penalty: 3443.551025
	Iteration 19Q: 3 clusters Score -1.155689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 105730 members 
Entering Unmasked Estep 
Score: -11556929.000000 Penalty: 3443.551025
	Iteration 20F: 3 clusters Score -1.155693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 105735 members 
Entering Unmasked Estep 
Score: -11556947.000000 Penalty: 3443.551025
	Iteration 21Q: 3 clusters Score -1.155695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 105743 members 
Entering Unmasked Estep 
Score: -11556959.000000 Penalty: 3443.551025
	Iteration 22Q: 3 clusters Score -1.155696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 105746 members 
Entering Unmasked Estep 
Score: -11556968.000000 Penalty: 3443.551025
	Iteration 23Q: 3 clusters Score -1.155697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 105746 members 
Entering Unmasked Estep 
Score: -11556966.000000 Penalty: 3443.551025
	Iteration 24Q: 3 clusters Score -1.155697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -11556971.000000 Penalty: 3443.551025
	Iteration 25Q: 3 clusters Score -1.155697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -11556971.000000 Penalty: 3443.551025
	Iteration 26Q: 3 clusters Score -1.155697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 105749 members 
Entering Unmasked Estep 
Score: -11556975.000000 Penalty: 3443.551025
	Iteration 27Q: 3 clusters Score -1.155698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -11556981.000000 Penalty: 3443.551025
	Iteration 28Q: 3 clusters Score -1.155698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -11556981.000000 Penalty: 3443.551025
	Iteration 29Q: 3 clusters Score -1.155698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 105752 members 
Entering Unmasked Estep 
Score: -11556982.000000 Penalty: 3443.551025
	Iteration 30Q: 3 clusters Score -1.155698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 105753 members 
Entering Unmasked Estep 
Score: -11556978.000000 Penalty: 3443.551025
	Iteration 31Q: 3 clusters Score -1.155698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 105754 members 
Entering Unmasked Estep 
Score: -11556981.000000 Penalty: 3443.551025
	Iteration 32Q: 3 clusters Score -1.155698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 105754 members 
Entering Unmasked Estep 
Score: -11556981.000000 Penalty: 3443.551025
	Iteration 33F: 3 clusters Score -1.155698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Entering Unmasked Estep 
Score: -5142364.500000 Penalty: 1595.349976
	Iteration 0F: 2 clusters Score -5142364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -5112804.500000 Penalty: 3190.699951
	Iteration 0F: 3 clusters Score -5112804 nChanged 20748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5124536.000000 Penalty: 3190.699951
	Iteration 1F: 3 clusters Score -5124536 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5125091.500000 Penalty: 3190.699951
	Iteration 2Q: 3 clusters Score -5125092 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5125582.000000 Penalty: 3190.699951
	Iteration 3Q: 3 clusters Score -5125582 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -5126125.500000 Penalty: 3190.699951
	Iteration 4Q: 3 clusters Score -5126126 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5126774.500000 Penalty: 3190.699951
	Iteration 5Q: 3 clusters Score -5126774 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -5127592.500000 Penalty: 3190.699951
	Iteration 6Q: 3 clusters Score -5127592 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5128792.000000 Penalty: 3190.699951
	Iteration 7F: 3 clusters Score -5128792 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -5130666.000000 Penalty: 3190.699951
	Iteration 8F: 3 clusters Score -5130666 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -5133219.000000 Penalty: 3190.699951
	Iteration 9F: 3 clusters Score -5133219 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -5135951.500000 Penalty: 3190.699951
	Iteration 10F: 3 clusters Score -5135952 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5138356.000000 Penalty: 3190.699951
	Iteration 11F: 3 clusters Score -5138356 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5139851.000000 Penalty: 3190.699951
	Iteration 12Q: 3 clusters Score -5139851 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5140550.000000 Penalty: 3190.699951
	Iteration 13Q: 3 clusters Score -5140550 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5140866.000000 Penalty: 3190.699951
	Iteration 14Q: 3 clusters Score -5140866 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5140982.000000 Penalty: 3190.699951
	Iteration 15Q: 3 clusters Score -5140982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5141035.000000 Penalty: 3190.699951
	Iteration 16Q: 3 clusters Score -5141035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5141069.500000 Penalty: 3190.699951
	Iteration 17Q: 3 clusters Score -5141070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5141101.500000 Penalty: 3190.699951
	Iteration 18Q: 3 clusters Score -5141102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5141119.500000 Penalty: 3190.699951
	Iteration 19Q: 3 clusters Score -5141120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5141128.000000 Penalty: 3190.699951
	Iteration 20F: 3 clusters Score -5141128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5141129.500000 Penalty: 3190.699951
	Iteration 21Q: 3 clusters Score -5141130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5141137.000000 Penalty: 3190.699951
	Iteration 22Q: 3 clusters Score -5141137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5141150.000000 Penalty: 3190.699951
	Iteration 23Q: 3 clusters Score -5141150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5141160.500000 Penalty: 3190.699951
	Iteration 24Q: 3 clusters Score -5141160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5141176.000000 Penalty: 3190.699951
	Iteration 25Q: 3 clusters Score -5141176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5141192.000000 Penalty: 3190.699951
	Iteration 26Q: 3 clusters Score -5141192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5141199.000000 Penalty: 3190.699951
	Iteration 27Q: 3 clusters Score -5141199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5141202.500000 Penalty: 3190.699951
	Iteration 28Q: 3 clusters Score -5141202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5141206.500000 Penalty: 3190.699951
	Iteration 29Q: 3 clusters Score -5141206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5141206.500000 Penalty: 3190.699951
	Iteration 30F: 3 clusters Score -5141206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (69864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Entering Unmasked Estep 
Score: -7587685.500000 Penalty: 1659.760742
	Iteration 0F: 2 clusters Score -7587686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -7541990.000000 Penalty: 3319.521484
	Iteration 0F: 3 clusters Score -7541990 nChanged 32649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -7560492.000000 Penalty: 3319.521484
	Iteration 1F: 3 clusters Score -7560492 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -7561665.000000 Penalty: 3319.521484
	Iteration 2Q: 3 clusters Score -7561665 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -7563242.500000 Penalty: 3319.521484
	Iteration 3Q: 3 clusters Score -7563242 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -7565796.000000 Penalty: 3319.521484
	Iteration 4F: 3 clusters Score -7565796 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -7570426.500000 Penalty: 3319.521484
	Iteration 5F: 3 clusters Score -7570426 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -7577478.000000 Penalty: 3319.521484
	Iteration 6F: 3 clusters Score -7577478 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -7584785.000000 Penalty: 3319.521484
	Iteration 7F: 3 clusters Score -7584785 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -7589672.500000 Penalty: 3319.521484
	Iteration 8F: 3 clusters Score -7589672 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -7592195.500000 Penalty: 3319.521484
	Iteration 9Q: 3 clusters Score -7592196 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -7593565.500000 Penalty: 3319.521484
	Iteration 10Q: 3 clusters Score -7593566 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -7594749.500000 Penalty: 3319.521484
	Iteration 11Q: 3 clusters Score -7594750 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -7595943.500000 Penalty: 3319.521484
	Iteration 12Q: 3 clusters Score -7595944 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -7597341.000000 Penalty: 3319.521484
	Iteration 13Q: 3 clusters Score -7597341 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -7599102.000000 Penalty: 3319.521484
	Iteration 14Q: 3 clusters Score -7599102 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -7601039.500000 Penalty: 3319.521484
	Iteration 15Q: 3 clusters Score -7601040 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -7602095.500000 Penalty: 3319.521484
	Iteration 16Q: 3 clusters Score -7602096 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -7602402.000000 Penalty: 3319.521484
	Iteration 17Q: 3 clusters Score -7602402 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -7602448.000000 Penalty: 3319.521484
	Iteration 18Q: 3 clusters Score -7602448 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -7602481.500000 Penalty: 3319.521484
	Iteration 19Q: 3 clusters Score -7602482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -7602520.500000 Penalty: 3319.521484
	Iteration 20F: 3 clusters Score -7602520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -7602544.500000 Penalty: 3319.521484
	Iteration 21Q: 3 clusters Score -7602544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -7602540.000000 Penalty: 3319.521484
	Iteration 22Q: 3 clusters Score -7602540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -7602544.000000 Penalty: 3319.521484
	Iteration 23Q: 3 clusters Score -7602544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -7602525.500000 Penalty: 3319.521484
	Iteration 24Q: 3 clusters Score -7602526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -7602520.500000 Penalty: 3319.521484
	Iteration 25Q: 3 clusters Score -7602520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -7602519.500000 Penalty: 3319.521484
	Iteration 26Q: 3 clusters Score -7602520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -7602528.000000 Penalty: 3319.521484
	Iteration 27Q: 3 clusters Score -7602528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -7602529.000000 Penalty: 3319.521484
	Iteration 28Q: 3 clusters Score -7602529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -7602539.000000 Penalty: 3319.521484
	Iteration 29Q: 3 clusters Score -7602539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -7602548.000000 Penalty: 3319.521484
	Iteration 30Q: 3 clusters Score -7602548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -7602545.000000 Penalty: 3319.521484
	Iteration 31Q: 3 clusters Score -7602545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -7602545.500000 Penalty: 3319.521484
	Iteration 32Q: 3 clusters Score -7602546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -7602547.000000 Penalty: 3319.521484
	Iteration 33Q: 3 clusters Score -7602547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -7602562.000000 Penalty: 3319.521484
	Iteration 34Q: 3 clusters Score -7602562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -7602550.500000 Penalty: 3319.521484
	Iteration 35Q: 3 clusters Score -7602550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -7602558.500000 Penalty: 3319.521484
	Iteration 36Q: 3 clusters Score -7602558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -7602550.000000 Penalty: 3319.521484
	Iteration 37Q: 3 clusters Score -7602550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -7602544.500000 Penalty: 3319.521484
	Iteration 38Q: 3 clusters Score -7602544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -7602540.500000 Penalty: 3319.521484
	Iteration 39Q: 3 clusters Score -7602540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -7602537.500000 Penalty: 3319.521484
	Iteration 40F: 3 clusters Score -7602538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -7602554.000000 Penalty: 3319.521484
	Iteration 41Q: 3 clusters Score -7602554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -7602557.500000 Penalty: 3319.521484
	Iteration 42Q: 3 clusters Score -7602558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -7602559.000000 Penalty: 3319.521484
	Iteration 43Q: 3 clusters Score -7602559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -7602559.000000 Penalty: 3319.521484
	Iteration 44F: 3 clusters Score -7602559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 111303 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 24444 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 14309 members 
Mstep: Class 7 contains 26557 members 
Mstep: Class 8 contains 44536 members 
Mstep: Class 9 contains 3825 members 
Mstep: Class 10 contains 30741 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 86346 members 
Mstep: Class 13 contains 5490 members 
Mstep: Class 14 contains 46257 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 56425 members 
Mstep: Class 17 contains 40071 members 
Mstep: Class 18 contains 105987 members 
Mstep: Class 19 contains 45317 members 
Mstep: Class 20 contains 23607 members 
Mstep: Class 21 contains 29754 members 
Entering Unmasked Estep 
Score: -78588896.000000 Penalty: 42208.406250
Splitting cluster 20 changes total score from -78523224.000000 to -78588896.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 21 (29754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Entering Unmasked Estep 
Score: -3017315.000000 Penalty: 1532.747070
	Iteration 0F: 2 clusters Score -3017315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2997854.000000 Penalty: 3065.494141
	Iteration 0F: 3 clusters Score -2997854 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3005312.750000 Penalty: 3065.494141
	Iteration 1F: 3 clusters Score -3005313 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3005803.000000 Penalty: 3065.494141
	Iteration 2Q: 3 clusters Score -3005803 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3006232.000000 Penalty: 3065.494141
	Iteration 3Q: 3 clusters Score -3006232 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3006638.750000 Penalty: 3065.494141
	Iteration 4Q: 3 clusters Score -3006639 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3007041.250000 Penalty: 3065.494141
	Iteration 5Q: 3 clusters Score -3007041 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3007433.750000 Penalty: 3065.494141
	Iteration 6Q: 3 clusters Score -3007434 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3007787.250000 Penalty: 3065.494141
	Iteration 7Q: 3 clusters Score -3007787 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3008157.000000 Penalty: 3065.494141
	Iteration 8Q: 3 clusters Score -3008157 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3008481.500000 Penalty: 3065.494141
	Iteration 9Q: 3 clusters Score -3008482 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3008843.500000 Penalty: 3065.494141
	Iteration 10Q: 3 clusters Score -3008844 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3009206.250000 Penalty: 3065.494141
	Iteration 11Q: 3 clusters Score -3009206 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3009672.250000 Penalty: 3065.494141
	Iteration 12Q: 3 clusters Score -3009672 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3010190.000000 Penalty: 3065.494141
	Iteration 13Q: 3 clusters Score -3010190 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3010830.750000 Penalty: 3065.494141
	Iteration 14Q: 3 clusters Score -3010831 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3011617.500000 Penalty: 3065.494141
	Iteration 15Q: 3 clusters Score -3011618 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3012561.000000 Penalty: 3065.494141
	Iteration 16Q: 3 clusters Score -3012561 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3013622.750000 Penalty: 3065.494141
	Iteration 17Q: 3 clusters Score -3013623 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3014537.500000 Penalty: 3065.494141
	Iteration 18Q: 3 clusters Score -3014538 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3015216.750000 Penalty: 3065.494141
	Iteration 19Q: 3 clusters Score -3015217 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3015642.250000 Penalty: 3065.494141
	Iteration 20F: 3 clusters Score -3015642 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3015868.000000 Penalty: 3065.494141
	Iteration 21Q: 3 clusters Score -3015868 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3016029.500000 Penalty: 3065.494141
	Iteration 22Q: 3 clusters Score -3016030 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3016133.000000 Penalty: 3065.494141
	Iteration 23Q: 3 clusters Score -3016133 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3016193.500000 Penalty: 3065.494141
	Iteration 24Q: 3 clusters Score -3016194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3016220.500000 Penalty: 3065.494141
	Iteration 25Q: 3 clusters Score -3016220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3016249.000000 Penalty: 3065.494141
	Iteration 26Q: 3 clusters Score -3016249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3016268.250000 Penalty: 3065.494141
	Iteration 27Q: 3 clusters Score -3016268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3016280.750000 Penalty: 3065.494141
	Iteration 28Q: 3 clusters Score -3016281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3016286.250000 Penalty: 3065.494141
	Iteration 29Q: 3 clusters Score -3016286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3016295.750000 Penalty: 3065.494141
	Iteration 30Q: 3 clusters Score -3016296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3016300.500000 Penalty: 3065.494141
	Iteration 31Q: 3 clusters Score -3016300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3016304.250000 Penalty: 3065.494141
	Iteration 32Q: 3 clusters Score -3016304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3016313.500000 Penalty: 3065.494141
	Iteration 33Q: 3 clusters Score -3016314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3016320.750000 Penalty: 3065.494141
	Iteration 34Q: 3 clusters Score -3016321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3016332.500000 Penalty: 3065.494141
	Iteration 35Q: 3 clusters Score -3016332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3016344.500000 Penalty: 3065.494141
	Iteration 36Q: 3 clusters Score -3016344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3016354.750000 Penalty: 3065.494141
	Iteration 37Q: 3 clusters Score -3016355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3016358.500000 Penalty: 3065.494141
	Iteration 38Q: 3 clusters Score -3016358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3016362.500000 Penalty: 3065.494141
	Iteration 39Q: 3 clusters Score -3016362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3016361.000000 Penalty: 3065.494141
	Iteration 40F: 3 clusters Score -3016361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3016364.250000 Penalty: 3065.494141
	Iteration 41Q: 3 clusters Score -3016364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3016367.250000 Penalty: 3065.494141
	Iteration 42Q: 3 clusters Score -3016367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3016367.500000 Penalty: 3065.494141
	Iteration 43Q: 3 clusters Score -3016368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3016367.250000 Penalty: 3065.494141
	Iteration 44Q: 3 clusters Score -3016367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3016367.250000 Penalty: 3065.494141
	Iteration 45F: 3 clusters Score -3016367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 111303 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 24444 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 14309 members 
Mstep: Class 9 contains 3825 members 
Mstep: Class 10 contains 30741 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 16 contains 56425 members 
Mstep: Class 17 contains 40071 members 
Mstep: Class 18 contains 105987 members 
Mstep: Class 19 contains 45317 members 
Mstep: Class 20 contains 23607 members 
Mstep: Class 21 contains 29754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78600872.000000 Penalty: 42208.406250
Iteration 39Q: 22 clusters Score -7.860087e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 111062 members 
Mstep: Class 3 contains 16180 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 14454 members 
Mstep: Class 7 contains 25382 members 
Mstep: Class 8 contains 44463 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 30802 members 
Mstep: Class 11 contains 3858 members 
Mstep: Class 12 contains 86044 members 
Mstep: Class 13 contains 5366 members 
Mstep: Class 14 contains 43474 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 56511 members 
Mstep: Class 17 contains 40114 members 
Mstep: Class 18 contains 106034 members 
Mstep: Class 19 contains 45666 members 
Mstep: Class 20 contains 23651 members 
Mstep: Class 21 contains 29325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78615368.000000 Penalty: 42208.406250
Iteration 40F: 22 clusters Score -7.861537e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 109256 members 
Mstep: Class 3 contains 17184 members 
Mstep: Class 4 contains 29319 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 14467 members 
Mstep: Class 7 contains 25235 members 
Mstep: Class 8 contains 45530 members 
Mstep: Class 9 contains 3840 members 
Mstep: Class 10 contains 30800 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 12 contains 86472 members 
Mstep: Class 13 contains 5333 members 
Mstep: Class 14 contains 43288 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 55968 members 
Mstep: Class 17 contains 39982 members 
Mstep: Class 18 contains 106033 members 
Mstep: Class 19 contains 45767 members 
Mstep: Class 20 contains 23713 members 
Mstep: Class 21 contains 27800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78621328.000000 Penalty: 42208.406250
Iteration 41Q: 22 clusters Score -7.862133e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 107696 members 
Mstep: Class 3 contains 17694 members 
Mstep: Class 4 contains 30777 members 
Mstep: Class 5 contains 3127 members 
Mstep: Class 6 contains 14552 members 
Mstep: Class 7 contains 25056 members 
Mstep: Class 8 contains 46389 members 
Mstep: Class 9 contains 3849 members 
Mstep: Class 10 contains 30827 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 86831 members 
Mstep: Class 13 contains 5295 members 
Mstep: Class 14 contains 43110 members 
Mstep: Class 15 contains 2780 members 
Mstep: Class 16 contains 55475 members 
Mstep: Class 17 contains 39977 members 
Mstep: Class 18 contains 106082 members 
Mstep: Class 19 contains 45812 members 
Mstep: Class 20 contains 23976 members 
Mstep: Class 21 contains 26797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78623152.000000 Penalty: 42208.406250
Iteration 42Q: 22 clusters Score -7.862315e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 106328 members 
Mstep: Class 3 contains 17951 members 
Mstep: Class 4 contains 31854 members 
Mstep: Class 5 contains 3003 members 
Mstep: Class 6 contains 14633 members 
Mstep: Class 7 contains 24951 members 
Mstep: Class 8 contains 47158 members 
Mstep: Class 9 contains 3859 members 
Mstep: Class 10 contains 30855 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 87156 members 
Mstep: Class 13 contains 5265 members 
Mstep: Class 14 contains 43085 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 55014 members 
Mstep: Class 17 contains 39998 members 
Mstep: Class 18 contains 106151 members 
Mstep: Class 19 contains 45791 members 
Mstep: Class 20 contains 24263 members 
Mstep: Class 21 contains 26068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78624568.000000 Penalty: 42208.406250
Iteration 43Q: 22 clusters Score -7.862457e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 105100 members 
Mstep: Class 3 contains 18075 members 
Mstep: Class 4 contains 32759 members 
Mstep: Class 5 contains 2897 members 
Mstep: Class 6 contains 14714 members 
Mstep: Class 7 contains 24920 members 
Mstep: Class 8 contains 47863 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 30860 members 
Mstep: Class 11 contains 3728 members 
Mstep: Class 12 contains 87461 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 43066 members 
Mstep: Class 15 contains 2717 members 
Mstep: Class 16 contains 54602 members 
Mstep: Class 17 contains 40040 members 
Mstep: Class 18 contains 106189 members 
Mstep: Class 19 contains 45715 members 
Mstep: Class 20 contains 24514 members 
Mstep: Class 21 contains 25551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78625144.000000 Penalty: 42208.406250
Iteration 44Q: 22 clusters Score -7.862514e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 103979 members 
Mstep: Class 3 contains 18136 members 
Mstep: Class 4 contains 33496 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 24922 members 
Mstep: Class 8 contains 48522 members 
Mstep: Class 9 contains 3880 members 
Mstep: Class 10 contains 30866 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 87743 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 43043 members 
Mstep: Class 15 contains 2687 members 
Mstep: Class 16 contains 54205 members 
Mstep: Class 17 contains 40074 members 
Mstep: Class 18 contains 106224 members 
Mstep: Class 19 contains 45623 members 
Mstep: Class 20 contains 24808 members 
Mstep: Class 21 contains 25125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78626224.000000 Penalty: 42208.406250
Iteration 45Q: 22 clusters Score -7.862622e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 102992 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 34068 members 
Mstep: Class 5 contains 2752 members 
Mstep: Class 6 contains 14899 members 
Mstep: Class 7 contains 24914 members 
Mstep: Class 8 contains 49134 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 10 contains 30884 members 
Mstep: Class 11 contains 3705 members 
Mstep: Class 12 contains 87981 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 43099 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 16 contains 53799 members 
Mstep: Class 17 contains 40095 members 
Mstep: Class 18 contains 106250 members 
Mstep: Class 19 contains 45531 members 
Mstep: Class 20 contains 25063 members 
Mstep: Class 21 contains 24805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78626456.000000 Penalty: 42208.406250
Iteration 46Q: 22 clusters Score -7.862646e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 102108 members 
Mstep: Class 3 contains 18212 members 
Mstep: Class 4 contains 34509 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 14972 members 
Mstep: Class 7 contains 24911 members 
Mstep: Class 8 contains 49719 members 
Mstep: Class 9 contains 3911 members 
Mstep: Class 10 contains 30888 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 88253 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 43193 members 
Mstep: Class 15 contains 2605 members 
Mstep: Class 16 contains 53409 members 
Mstep: Class 17 contains 40119 members 
Mstep: Class 18 contains 106275 members 
Mstep: Class 19 contains 45379 members 
Mstep: Class 20 contains 25313 members 
Mstep: Class 21 contains 24547 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 22 clusters Score -7.862677e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 101316 members 
Mstep: Class 3 contains 18240 members 
Mstep: Class 4 contains 34914 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 15056 members 
Mstep: Class 7 contains 24909 members 
Mstep: Class 8 contains 50231 members 
Mstep: Class 9 contains 3922 members 
Mstep: Class 10 contains 30894 members 
Mstep: Class 11 contains 3676 members 
Mstep: Class 12 contains 88532 members 
Mstep: Class 13 contains 5128 members 
Mstep: Class 14 contains 43238 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 16 contains 53048 members 
Mstep: Class 17 contains 40145 members 
Mstep: Class 18 contains 106303 members 
Mstep: Class 19 contains 45208 members 
Mstep: Class 20 contains 25544 members 
Mstep: Class 21 contains 24332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78627320.000000 Penalty: 42208.406250
Iteration 48Q: 22 clusters Score -7.862732e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 100619 members 
Mstep: Class 3 contains 18260 members 
Mstep: Class 4 contains 35226 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 15134 members 
Mstep: Class 7 contains 24913 members 
Mstep: Class 8 contains 50674 members 
Mstep: Class 9 contains 3935 members 
Mstep: Class 10 contains 30900 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 88799 members 
Mstep: Class 13 contains 5107 members 
Mstep: Class 14 contains 43338 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 16 contains 52659 members 
Mstep: Class 17 contains 40160 members 
Mstep: Class 18 contains 106327 members 
Mstep: Class 19 contains 45025 members 
Mstep: Class 20 contains 25775 members 
Mstep: Class 21 contains 24176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78627576.000000 Penalty: 42208.406250
Iteration 49Q: 22 clusters Score -7.862758e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 99967 members 
Mstep: Class 3 contains 18272 members 
Mstep: Class 4 contains 35478 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 15202 members 
Mstep: Class 7 contains 24920 members 
Mstep: Class 8 contains 51132 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 30911 members 
Mstep: Class 11 contains 3680 members 
Mstep: Class 12 contains 89053 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 43521 members 
Mstep: Class 15 contains 2541 members 
Mstep: Class 16 contains 52226 members 
Mstep: Class 17 contains 40173 members 
Mstep: Class 18 contains 106349 members 
Mstep: Class 19 contains 44835 members 
Mstep: Class 20 contains 25983 members 
Mstep: Class 21 contains 24034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78627784.000000 Penalty: 42208.406250
Iteration 50Q: 22 clusters Score -7.862778e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 99374 members 
Mstep: Class 3 contains 18277 members 
Mstep: Class 4 contains 35691 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 15258 members 
Mstep: Class 7 contains 24922 members 
Mstep: Class 8 contains 51562 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 30914 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 89313 members 
Mstep: Class 13 contains 5054 members 
Mstep: Class 14 contains 43760 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 51797 members 
Mstep: Class 17 contains 40184 members 
Mstep: Class 18 contains 106383 members 
Mstep: Class 19 contains 44642 members 
Mstep: Class 20 contains 26161 members 
Mstep: Class 21 contains 23908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78628328.000000 Penalty: 42208.406250
Iteration 51Q: 22 clusters Score -7.862833e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 98845 members 
Mstep: Class 3 contains 18286 members 
Mstep: Class 4 contains 35915 members 
Mstep: Class 5 contains 2506 members 
Mstep: Class 6 contains 15312 members 
Mstep: Class 7 contains 24927 members 
Mstep: Class 8 contains 51950 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 30915 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 89574 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 14 contains 43964 members 
Mstep: Class 15 contains 2473 members 
Mstep: Class 16 contains 51342 members 
Mstep: Class 17 contains 40193 members 
Mstep: Class 18 contains 106419 members 
Mstep: Class 19 contains 44442 members 
Mstep: Class 20 contains 26337 members 
Mstep: Class 21 contains 23805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78628688.000000 Penalty: 42208.406250
Iteration 52Q: 22 clusters Score -7.862869e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 98402 members 
Mstep: Class 3 contains 18294 members 
Mstep: Class 4 contains 36107 members 
Mstep: Class 5 contains 2482 members 
Mstep: Class 6 contains 15365 members 
Mstep: Class 7 contains 24933 members 
Mstep: Class 8 contains 52289 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 30919 members 
Mstep: Class 11 contains 3691 members 
Mstep: Class 12 contains 89844 members 
Mstep: Class 13 contains 5036 members 
Mstep: Class 14 contains 44154 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 50868 members 
Mstep: Class 17 contains 40208 members 
Mstep: Class 18 contains 106432 members 
Mstep: Class 19 contains 44217 members 
Mstep: Class 20 contains 26507 members 
Mstep: Class 21 contains 23718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78629024.000000 Penalty: 42208.406250
Iteration 53Q: 22 clusters Score -7.862902e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 98007 members 
Mstep: Class 3 contains 18299 members 
Mstep: Class 4 contains 36276 members 
Mstep: Class 5 contains 2463 members 
Mstep: Class 6 contains 15411 members 
Mstep: Class 7 contains 24938 members 
Mstep: Class 8 contains 52601 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 30928 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 90140 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 44363 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 50362 members 
Mstep: Class 17 contains 40214 members 
Mstep: Class 18 contains 106446 members 
Mstep: Class 19 contains 43975 members 
Mstep: Class 20 contains 26670 members 
Mstep: Class 21 contains 23655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78628832.000000 Penalty: 42208.406250
Iteration 54Q: 22 clusters Score -7.862883e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 97647 members 
Mstep: Class 3 contains 18303 members 
Mstep: Class 4 contains 36433 members 
Mstep: Class 5 contains 2447 members 
Mstep: Class 6 contains 15459 members 
Mstep: Class 7 contains 24938 members 
Mstep: Class 8 contains 52884 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 30925 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 90445 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 44570 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 49850 members 
Mstep: Class 17 contains 40225 members 
Mstep: Class 18 contains 106458 members 
Mstep: Class 19 contains 43724 members 
Mstep: Class 20 contains 26837 members 
Mstep: Class 21 contains 23606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78629216.000000 Penalty: 42208.406250
Iteration 55Q: 22 clusters Score -7.862922e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 97314 members 
Mstep: Class 3 contains 18304 members 
Mstep: Class 4 contains 36579 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 24937 members 
Mstep: Class 8 contains 53145 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 30921 members 
Mstep: Class 11 contains 3720 members 
Mstep: Class 12 contains 90730 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 44789 members 
Mstep: Class 15 contains 2394 members 
Mstep: Class 16 contains 49336 members 
Mstep: Class 17 contains 40223 members 
Mstep: Class 18 contains 106471 members 
Mstep: Class 19 contains 43469 members 
Mstep: Class 20 contains 26979 members 
Mstep: Class 21 contains 23592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78629344.000000 Penalty: 42208.406250
Iteration 56Q: 22 clusters Score -7.862934e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 97021 members 
Mstep: Class 3 contains 18306 members 
Mstep: Class 4 contains 36720 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 15594 members 
Mstep: Class 7 contains 24942 members 
Mstep: Class 8 contains 53391 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 30913 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 91030 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 45016 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 48786 members 
Mstep: Class 17 contains 40216 members 
Mstep: Class 18 contains 106473 members 
Mstep: Class 19 contains 43201 members 
Mstep: Class 20 contains 27120 members 
Mstep: Class 21 contains 23587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78629480.000000 Penalty: 42208.406250
Iteration 57Q: 22 clusters Score -7.862948e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 96786 members 
Mstep: Class 3 contains 18312 members 
Mstep: Class 4 contains 36836 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 24944 members 
Mstep: Class 8 contains 53580 members 
Mstep: Class 9 contains 3977 members 
Mstep: Class 10 contains 30909 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 91356 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 45306 members 
Mstep: Class 15 contains 2380 members 
Mstep: Class 16 contains 48192 members 
Mstep: Class 17 contains 40217 members 
Mstep: Class 18 contains 106484 members 
Mstep: Class 19 contains 42891 members 
Mstep: Class 20 contains 27259 members 
Mstep: Class 21 contains 23580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78629696.000000 Penalty: 42208.406250
Iteration 58Q: 22 clusters Score -7.86297e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 96591 members 
Mstep: Class 3 contains 18318 members 
Mstep: Class 4 contains 36960 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 15710 members 
Mstep: Class 7 contains 24942 members 
Mstep: Class 8 contains 53745 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 10 contains 30909 members 
Mstep: Class 11 contains 3746 members 
Mstep: Class 12 contains 91686 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 45570 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 47589 members 
Mstep: Class 17 contains 40222 members 
Mstep: Class 18 contains 106498 members 
Mstep: Class 19 contains 42580 members 
Mstep: Class 20 contains 27399 members 
Mstep: Class 21 contains 23581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78629528.000000 Penalty: 42208.406250
Iteration 59Q: 22 clusters Score -7.862953e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 96429 members 
Mstep: Class 3 contains 18316 members 
Mstep: Class 4 contains 37089 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 15755 members 
Mstep: Class 7 contains 24945 members 
Mstep: Class 8 contains 53903 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 30904 members 
Mstep: Class 11 contains 3770 members 
Mstep: Class 12 contains 92054 members 
Mstep: Class 13 contains 5057 members 
Mstep: Class 14 contains 45855 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 46963 members 
Mstep: Class 17 contains 40215 members 
Mstep: Class 18 contains 106504 members 
Mstep: Class 19 contains 42244 members 
Mstep: Class 20 contains 27512 members 
Mstep: Class 21 contains 23584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78629512.000000 Penalty: 42208.406250
Iteration 60F: 22 clusters Score -7.862951e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 96275 members 
Mstep: Class 3 contains 18321 members 
Mstep: Class 4 contains 37204 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 15793 members 
Mstep: Class 7 contains 24945 members 
Mstep: Class 8 contains 54076 members 
Mstep: Class 9 contains 3990 members 
Mstep: Class 10 contains 30898 members 
Mstep: Class 11 contains 3791 members 
Mstep: Class 12 contains 92426 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 46171 members 
Mstep: Class 15 contains 2351 members 
Mstep: Class 16 contains 46286 members 
Mstep: Class 17 contains 40216 members 
Mstep: Class 18 contains 106516 members 
Mstep: Class 19 contains 41903 members 
Mstep: Class 20 contains 27639 members 
Mstep: Class 21 contains 23588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78629728.000000 Penalty: 42208.406250
Iteration 61Q: 22 clusters Score -7.862973e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 96143 members 
Mstep: Class 3 contains 18326 members 
Mstep: Class 4 contains 37326 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 15839 members 
Mstep: Class 7 contains 24946 members 
Mstep: Class 8 contains 54229 members 
Mstep: Class 9 contains 3992 members 
Mstep: Class 10 contains 30900 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 12 contains 92854 members 
Mstep: Class 13 contains 5097 members 
Mstep: Class 14 contains 46509 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 45560 members 
Mstep: Class 17 contains 40222 members 
Mstep: Class 18 contains 106520 members 
Mstep: Class 19 contains 41504 members 
Mstep: Class 20 contains 27757 members 
Mstep: Class 21 contains 23596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78630008.000000 Penalty: 42208.406250
Iteration 62Q: 22 clusters Score -7.863001e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 96009 members 
Mstep: Class 3 contains 18330 members 
Mstep: Class 4 contains 37462 members 
Mstep: Class 5 contains 2353 members 
Mstep: Class 6 contains 15882 members 
Mstep: Class 7 contains 24949 members 
Mstep: Class 8 contains 54384 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 30907 members 
Mstep: Class 11 contains 3867 members 
Mstep: Class 12 contains 93307 members 
Mstep: Class 13 contains 5118 members 
Mstep: Class 14 contains 46839 members 
Mstep: Class 15 contains 2323 members 
Mstep: Class 16 contains 44795 members 
Mstep: Class 17 contains 40230 members 
Mstep: Class 18 contains 106532 members 
Mstep: Class 19 contains 41089 members 
Mstep: Class 20 contains 27875 members 
Mstep: Class 21 contains 23616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78630344.000000 Penalty: 42208.406250
Iteration 63Q: 22 clusters Score -7.863034e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 95911 members 
Mstep: Class 3 contains 18336 members 
Mstep: Class 4 contains 37595 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 15913 members 
Mstep: Class 7 contains 24953 members 
Mstep: Class 8 contains 54536 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 30915 members 
Mstep: Class 11 contains 3902 members 
Mstep: Class 12 contains 93769 members 
Mstep: Class 13 contains 5152 members 
Mstep: Class 14 contains 47144 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 44028 members 
Mstep: Class 17 contains 40231 members 
Mstep: Class 18 contains 106528 members 
Mstep: Class 19 contains 40665 members 
Mstep: Class 20 contains 27996 members 
Mstep: Class 21 contains 23642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78630344.000000 Penalty: 42208.406250
Iteration 64Q: 22 clusters Score -7.863034e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 95806 members 
Mstep: Class 3 contains 18342 members 
Mstep: Class 4 contains 37721 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 15943 members 
Mstep: Class 7 contains 24955 members 
Mstep: Class 8 contains 54704 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 30921 members 
Mstep: Class 11 contains 3943 members 
Mstep: Class 12 contains 94239 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 47440 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 43232 members 
Mstep: Class 17 contains 40229 members 
Mstep: Class 18 contains 106532 members 
Mstep: Class 19 contains 40226 members 
Mstep: Class 20 contains 28131 members 
Mstep: Class 21 contains 23671 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 22 clusters Score -7.86308e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 95713 members 
Mstep: Class 3 contains 18348 members 
Mstep: Class 4 contains 37869 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 15975 members 
Mstep: Class 7 contains 24954 members 
Mstep: Class 8 contains 54868 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 30929 members 
Mstep: Class 11 contains 3990 members 
Mstep: Class 12 contains 94723 members 
Mstep: Class 13 contains 5281 members 
Mstep: Class 14 contains 47752 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 42326 members 
Mstep: Class 17 contains 40219 members 
Mstep: Class 18 contains 106536 members 
Mstep: Class 19 contains 39779 members 
Mstep: Class 20 contains 28280 members 
Mstep: Class 21 contains 23719 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 22 clusters Score -7.863136e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 95656 members 
Mstep: Class 3 contains 18347 members 
Mstep: Class 4 contains 38028 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 16004 members 
Mstep: Class 7 contains 24954 members 
Mstep: Class 8 contains 55007 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 30945 members 
Mstep: Class 11 contains 4053 members 
Mstep: Class 12 contains 95187 members 
Mstep: Class 13 contains 5377 members 
Mstep: Class 14 contains 48168 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 41215 members 
Mstep: Class 17 contains 40225 members 
Mstep: Class 18 contains 106548 members 
Mstep: Class 19 contains 39321 members 
Mstep: Class 20 contains 28471 members 
Mstep: Class 21 contains 23777 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -7.863192e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 95644 members 
Mstep: Class 3 contains 18349 members 
Mstep: Class 4 contains 38179 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 16030 members 
Mstep: Class 7 contains 24954 members 
Mstep: Class 8 contains 55124 members 
Mstep: Class 9 contains 3992 members 
Mstep: Class 10 contains 30958 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 95644 members 
Mstep: Class 13 contains 5489 members 
Mstep: Class 14 contains 48806 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 39825 members 
Mstep: Class 17 contains 40222 members 
Mstep: Class 18 contains 106552 members 
Mstep: Class 19 contains 38881 members 
Mstep: Class 20 contains 28660 members 
Mstep: Class 21 contains 23838 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -7.863246e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 95652 members 
Mstep: Class 3 contains 18351 members 
Mstep: Class 4 contains 38372 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 16057 members 
Mstep: Class 7 contains 24954 members 
Mstep: Class 8 contains 55232 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 30964 members 
Mstep: Class 11 contains 4244 members 
Mstep: Class 12 contains 96119 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 49709 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 38060 members 
Mstep: Class 17 contains 40230 members 
Mstep: Class 18 contains 106557 members 
Mstep: Class 19 contains 38416 members 
Mstep: Class 20 contains 28868 members 
Mstep: Class 21 contains 23908 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -7.863411e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 95681 members 
Mstep: Class 3 contains 18348 members 
Mstep: Class 4 contains 38606 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 16078 members 
Mstep: Class 7 contains 24953 members 
Mstep: Class 8 contains 55327 members 
Mstep: Class 9 contains 3989 members 
Mstep: Class 10 contains 30969 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 96600 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 50992 members 
Mstep: Class 15 contains 2262 members 
Mstep: Class 16 contains 35737 members 
Mstep: Class 17 contains 40227 members 
Mstep: Class 18 contains 106568 members 
Mstep: Class 19 contains 37944 members 
Mstep: Class 20 contains 29156 members 
Mstep: Class 21 contains 24017 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -7.86365e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 95740 members 
Mstep: Class 3 contains 18346 members 
Mstep: Class 4 contains 38833 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 16098 members 
Mstep: Class 7 contains 24949 members 
Mstep: Class 8 contains 55389 members 
Mstep: Class 9 contains 3989 members 
Mstep: Class 10 contains 30992 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 97091 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 52995 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 32535 members 
Mstep: Class 17 contains 40226 members 
Mstep: Class 18 contains 106565 members 
Mstep: Class 19 contains 37456 members 
Mstep: Class 20 contains 29497 members 
Mstep: Class 21 contains 24170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78642304.000000 Penalty: 42208.406250
Iteration 71Q: 22 clusters Score -7.86423e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 95870 members 
Mstep: Class 3 contains 18336 members 
Mstep: Class 4 contains 39096 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 16117 members 
Mstep: Class 7 contains 24924 members 
Mstep: Class 8 contains 55476 members 
Mstep: Class 9 contains 3990 members 
Mstep: Class 10 contains 31010 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 97568 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 55770 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 28404 members 
Mstep: Class 17 contains 40227 members 
Mstep: Class 18 contains 106556 members 
Mstep: Class 19 contains 36961 members 
Mstep: Class 20 contains 29883 members 
Mstep: Class 21 contains 24268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78658168.000000 Penalty: 42208.406250
Iteration 72Q: 22 clusters Score -7.865817e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 96065 members 
Mstep: Class 3 contains 18285 members 
Mstep: Class 4 contains 39483 members 
Mstep: Class 5 contains 2211 members 
Mstep: Class 6 contains 16129 members 
Mstep: Class 7 contains 24865 members 
Mstep: Class 8 contains 55521 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 31008 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 98018 members 
Mstep: Class 13 contains 6686 members 
Mstep: Class 14 contains 55777 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 16 contains 26955 members 
Mstep: Class 17 contains 40233 members 
Mstep: Class 18 contains 106520 members 
Mstep: Class 19 contains 36483 members 
Mstep: Class 20 contains 30379 members 
Mstep: Class 21 contains 24156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78682808.000000 Penalty: 42208.406250
Iteration 73Q: 22 clusters Score -7.868281e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 96304 members 
Mstep: Class 3 contains 18211 members 
Mstep: Class 4 contains 39898 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 16144 members 
Mstep: Class 7 contains 24766 members 
Mstep: Class 8 contains 55506 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 31007 members 
Mstep: Class 11 contains 5218 members 
Mstep: Class 12 contains 98463 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 53768 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 16 contains 27609 members 
Mstep: Class 17 contains 40229 members 
Mstep: Class 18 contains 106516 members 
Mstep: Class 19 contains 36019 members 
Mstep: Class 20 contains 30932 members 
Mstep: Class 21 contains 23873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78684384.000000 Penalty: 42208.406250
Iteration 74Q: 22 clusters Score -7.868438e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 96526 members 
Mstep: Class 3 contains 18184 members 
Mstep: Class 4 contains 40313 members 
Mstep: Class 5 contains 2187 members 
Mstep: Class 6 contains 16178 members 
Mstep: Class 7 contains 24723 members 
Mstep: Class 8 contains 55426 members 
Mstep: Class 9 contains 3983 members 
Mstep: Class 10 contains 31028 members 
Mstep: Class 11 contains 5485 members 
Mstep: Class 12 contains 98979 members 
Mstep: Class 13 contains 7413 members 
Mstep: Class 14 contains 51929 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 27821 members 
Mstep: Class 17 contains 40243 members 
Mstep: Class 18 contains 106545 members 
Mstep: Class 19 contains 35531 members 
Mstep: Class 20 contains 31475 members 
Mstep: Class 21 contains 23761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78685832.000000 Penalty: 42208.406250
Iteration 75Q: 22 clusters Score -7.868583e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 96759 members 
Mstep: Class 3 contains 18176 members 
Mstep: Class 4 contains 40674 members 
Mstep: Class 5 contains 2178 members 
Mstep: Class 6 contains 16203 members 
Mstep: Class 7 contains 24704 members 
Mstep: Class 8 contains 55282 members 
Mstep: Class 9 contains 3979 members 
Mstep: Class 10 contains 31054 members 
Mstep: Class 11 contains 5751 members 
Mstep: Class 12 contains 99540 members 
Mstep: Class 13 contains 7706 members 
Mstep: Class 14 contains 50320 members 
Mstep: Class 15 contains 2198 members 
Mstep: Class 16 contains 27924 members 
Mstep: Class 17 contains 40234 members 
Mstep: Class 18 contains 106544 members 
Mstep: Class 19 contains 34995 members 
Mstep: Class 20 contains 32001 members 
Mstep: Class 21 contains 23718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78686928.000000 Penalty: 42208.406250
Iteration 76Q: 22 clusters Score -7.868693e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 96927 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 40956 members 
Mstep: Class 5 contains 2158 members 
Mstep: Class 6 contains 16230 members 
Mstep: Class 7 contains 24698 members 
Mstep: Class 8 contains 55121 members 
Mstep: Class 9 contains 3977 members 
Mstep: Class 10 contains 31073 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 100130 members 
Mstep: Class 13 contains 7981 members 
Mstep: Class 14 contains 48949 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 16 contains 27967 members 
Mstep: Class 17 contains 40234 members 
Mstep: Class 18 contains 106553 members 
Mstep: Class 19 contains 34427 members 
Mstep: Class 20 contains 32490 members 
Mstep: Class 21 contains 23695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78687688.000000 Penalty: 42208.406250
Iteration 77Q: 22 clusters Score -7.868769e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 97076 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 41200 members 
Mstep: Class 5 contains 2143 members 
Mstep: Class 6 contains 16258 members 
Mstep: Class 7 contains 24691 members 
Mstep: Class 8 contains 54957 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 31095 members 
Mstep: Class 11 contains 6264 members 
Mstep: Class 12 contains 100730 members 
Mstep: Class 13 contains 8259 members 
Mstep: Class 14 contains 47694 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 27976 members 
Mstep: Class 17 contains 40234 members 
Mstep: Class 18 contains 106552 members 
Mstep: Class 19 contains 33840 members 
Mstep: Class 20 contains 32966 members 
Mstep: Class 21 contains 23676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78688672.000000 Penalty: 42208.406250
Iteration 78Q: 22 clusters Score -7.868867e+07 nChanged 2452
Entering ConstructFrom: 
Score: -78688672.000000 Penalty: 42208.406250
Entering ConstructFrom: 
Trying to split cluster 1 (14971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Entering Unmasked Estep 
Score: -1677314.375000 Penalty: 1430.543945
	Iteration 0F: 2 clusters Score -1677314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1667392.625000 Penalty: 2861.087891
	Iteration 0F: 3 clusters Score -1667393 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1670930.125000 Penalty: 2861.087891
	Iteration 1F: 3 clusters Score -1670930 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1671319.125000 Penalty: 2861.087891
	Iteration 2F: 3 clusters Score -1671319 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1671577.500000 Penalty: 2861.087891
	Iteration 3Q: 3 clusters Score -1671578 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1671785.250000 Penalty: 2861.087891
	Iteration 4Q: 3 clusters Score -1671785 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1671979.875000 Penalty: 2861.087891
	Iteration 5Q: 3 clusters Score -1671980 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1672159.250000 Penalty: 2861.087891
	Iteration 6Q: 3 clusters Score -1672159 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1672370.125000 Penalty: 2861.087891
	Iteration 7Q: 3 clusters Score -1672370 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1672617.250000 Penalty: 2861.087891
	Iteration 8Q: 3 clusters Score -1672617 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1672876.625000 Penalty: 2861.087891
	Iteration 9Q: 3 clusters Score -1672877 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1673134.125000 Penalty: 2861.087891
	Iteration 10Q: 3 clusters Score -1673134 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1673390.375000 Penalty: 2861.087891
	Iteration 11Q: 3 clusters Score -1673390 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1673628.250000 Penalty: 2861.087891
	Iteration 12Q: 3 clusters Score -1673628 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1673840.250000 Penalty: 2861.087891
	Iteration 13Q: 3 clusters Score -1673840 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1674010.625000 Penalty: 2861.087891
	Iteration 14Q: 3 clusters Score -1674011 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1674142.750000 Penalty: 2861.087891
	Iteration 15Q: 3 clusters Score -1674143 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1674253.750000 Penalty: 2861.087891
	Iteration 16Q: 3 clusters Score -1674254 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1674343.250000 Penalty: 2861.087891
	Iteration 17Q: 3 clusters Score -1674343 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1674414.250000 Penalty: 2861.087891
	Iteration 18Q: 3 clusters Score -1674414 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1674484.000000 Penalty: 2861.087891
	Iteration 19Q: 3 clusters Score -1674484 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1674543.375000 Penalty: 2861.087891
	Iteration 20F: 3 clusters Score -1674543 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1674604.500000 Penalty: 2861.087891
	Iteration 21Q: 3 clusters Score -1674604 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1674665.000000 Penalty: 2861.087891
	Iteration 22Q: 3 clusters Score -1674665 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1674732.125000 Penalty: 2861.087891
	Iteration 23Q: 3 clusters Score -1674732 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1674798.000000 Penalty: 2861.087891
	Iteration 24Q: 3 clusters Score -1674798 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1674871.875000 Penalty: 2861.087891
	Iteration 25Q: 3 clusters Score -1674872 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1674938.750000 Penalty: 2861.087891
	Iteration 26Q: 3 clusters Score -1674939 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1675001.250000 Penalty: 2861.087891
	Iteration 27Q: 3 clusters Score -1675001 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1675071.500000 Penalty: 2861.087891
	Iteration 28Q: 3 clusters Score -1675072 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1675147.375000 Penalty: 2861.087891
	Iteration 29Q: 3 clusters Score -1675147 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1675235.500000 Penalty: 2861.087891
	Iteration 30Q: 3 clusters Score -1675236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1675323.750000 Penalty: 2861.087891
	Iteration 31Q: 3 clusters Score -1675324 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1675412.250000 Penalty: 2861.087891
	Iteration 32Q: 3 clusters Score -1675412 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1675498.375000 Penalty: 2861.087891
	Iteration 33Q: 3 clusters Score -1675498 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1675569.875000 Penalty: 2861.087891
	Iteration 34Q: 3 clusters Score -1675570 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1675641.125000 Penalty: 2861.087891
	Iteration 35Q: 3 clusters Score -1675641 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1675704.875000 Penalty: 2861.087891
	Iteration 36Q: 3 clusters Score -1675705 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1675776.750000 Penalty: 2861.087891
	Iteration 37Q: 3 clusters Score -1675777 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1675842.625000 Penalty: 2861.087891
	Iteration 38Q: 3 clusters Score -1675843 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1675912.625000 Penalty: 2861.087891
	Iteration 39Q: 3 clusters Score -1675913 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1675979.250000 Penalty: 2861.087891
	Iteration 40F: 3 clusters Score -1675979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1676033.250000 Penalty: 2861.087891
	Iteration 41Q: 3 clusters Score -1676033 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1676082.125000 Penalty: 2861.087891
	Iteration 42Q: 3 clusters Score -1676082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1676123.375000 Penalty: 2861.087891
	Iteration 43Q: 3 clusters Score -1676123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1676154.125000 Penalty: 2861.087891
	Iteration 44Q: 3 clusters Score -1676154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1676179.750000 Penalty: 2861.087891
	Iteration 45Q: 3 clusters Score -1676180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1676203.125000 Penalty: 2861.087891
	Iteration 46Q: 3 clusters Score -1676203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1676214.875000 Penalty: 2861.087891
	Iteration 47Q: 3 clusters Score -1676215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1676234.000000 Penalty: 2861.087891
	Iteration 48Q: 3 clusters Score -1676234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1676253.500000 Penalty: 2861.087891
	Iteration 49Q: 3 clusters Score -1676254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1676266.875000 Penalty: 2861.087891
	Iteration 50Q: 3 clusters Score -1676267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1676279.500000 Penalty: 2861.087891
	Iteration 51Q: 3 clusters Score -1676280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1676287.000000 Penalty: 2861.087891
	Iteration 52Q: 3 clusters Score -1676287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1676292.875000 Penalty: 2861.087891
	Iteration 53Q: 3 clusters Score -1676293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1676299.125000 Penalty: 2861.087891
	Iteration 54Q: 3 clusters Score -1676299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1676306.875000 Penalty: 2861.087891
	Iteration 55Q: 3 clusters Score -1676307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1676313.500000 Penalty: 2861.087891
	Iteration 56Q: 3 clusters Score -1676314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1676319.000000 Penalty: 2861.087891
	Iteration 57Q: 3 clusters Score -1676319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1676328.250000 Penalty: 2861.087891
	Iteration 58Q: 3 clusters Score -1676328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1676335.375000 Penalty: 2861.087891
	Iteration 59Q: 3 clusters Score -1676335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1676345.250000 Penalty: 2861.087891
	Iteration 60F: 3 clusters Score -1676345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1676350.625000 Penalty: 2861.087891
	Iteration 61Q: 3 clusters Score -1676351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1676355.250000 Penalty: 2861.087891
	Iteration 62Q: 3 clusters Score -1676355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1676358.750000 Penalty: 2861.087891
	Iteration 63Q: 3 clusters Score -1676359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1676358.750000 Penalty: 2861.087891
	Iteration 64Q: 3 clusters Score -1676359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1676361.500000 Penalty: 2861.087891
	Iteration 65Q: 3 clusters Score -1676362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1676368.000000 Penalty: 2861.087891
	Iteration 66Q: 3 clusters Score -1676368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1676378.875000 Penalty: 2861.087891
	Iteration 67Q: 3 clusters Score -1676379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1676381.625000 Penalty: 2861.087891
	Iteration 68Q: 3 clusters Score -1676382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1676386.250000 Penalty: 2861.087891
	Iteration 69Q: 3 clusters Score -1676386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1676387.375000 Penalty: 2861.087891
	Iteration 70Q: 3 clusters Score -1676387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1676387.000000 Penalty: 2861.087891
	Iteration 71Q: 3 clusters Score -1676387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1676386.875000 Penalty: 2861.087891
	Iteration 72Q: 3 clusters Score -1676387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1676390.625000 Penalty: 2861.087891
	Iteration 73Q: 3 clusters Score -1676391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1676391.375000 Penalty: 2861.087891
	Iteration 74Q: 3 clusters Score -1676391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1676392.875000 Penalty: 2861.087891
	Iteration 75Q: 3 clusters Score -1676393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1676393.250000 Penalty: 2861.087891
	Iteration 76Q: 3 clusters Score -1676393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1676395.125000 Penalty: 2861.087891
	Iteration 77Q: 3 clusters Score -1676395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1676396.125000 Penalty: 2861.087891
	Iteration 78Q: 3 clusters Score -1676396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1676394.750000 Penalty: 2861.087891
	Iteration 79Q: 3 clusters Score -1676395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1676394.750000 Penalty: 2861.087891
	Iteration 80F: 3 clusters Score -1676395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (97220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Entering Unmasked Estep 
Score: -10756790.000000 Penalty: 1708.928101
	Iteration 0F: 2 clusters Score -1.075679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -10693125.000000 Penalty: 3417.856201
	Iteration 0F: 3 clusters Score -1.069312e+07 nChanged 45969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -10720570.000000 Penalty: 3417.856201
	Iteration 1F: 3 clusters Score -1.072057e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -10723290.000000 Penalty: 3417.856201
	Iteration 2F: 3 clusters Score -1.072329e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -10727418.000000 Penalty: 3417.856201
	Iteration 3F: 3 clusters Score -1.072742e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -10731951.000000 Penalty: 3417.856201
	Iteration 4F: 3 clusters Score -1.073195e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -10736523.000000 Penalty: 3417.856201
	Iteration 5F: 3 clusters Score -1.073652e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -10739699.000000 Penalty: 3417.856201
	Iteration 6F: 3 clusters Score -1.07397e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -10741944.000000 Penalty: 3417.856201
	Iteration 7Q: 3 clusters Score -1.074194e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -10743694.000000 Penalty: 3417.856201
	Iteration 8Q: 3 clusters Score -1.074369e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -10745226.000000 Penalty: 3417.856201
	Iteration 9Q: 3 clusters Score -1.074523e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -10746547.000000 Penalty: 3417.856201
	Iteration 10Q: 3 clusters Score -1.074655e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -10747907.000000 Penalty: 3417.856201
	Iteration 11Q: 3 clusters Score -1.074791e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -10749279.000000 Penalty: 3417.856201
	Iteration 12Q: 3 clusters Score -1.074928e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -10750593.000000 Penalty: 3417.856201
	Iteration 13Q: 3 clusters Score -1.075059e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -10751754.000000 Penalty: 3417.856201
	Iteration 14Q: 3 clusters Score -1.075175e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -10752707.000000 Penalty: 3417.856201
	Iteration 15Q: 3 clusters Score -1.075271e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90374 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -10753527.000000 Penalty: 3417.856201
	Iteration 16Q: 3 clusters Score -1.075353e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91014 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -10754042.000000 Penalty: 3417.856201
	Iteration 17Q: 3 clusters Score -1.075404e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -10754411.000000 Penalty: 3417.856201
	Iteration 18Q: 3 clusters Score -1.075441e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -10754598.000000 Penalty: 3417.856201
	Iteration 19Q: 3 clusters Score -1.07546e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -10754696.000000 Penalty: 3417.856201
	Iteration 20F: 3 clusters Score -1.07547e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -10754755.000000 Penalty: 3417.856201
	Iteration 21Q: 3 clusters Score -1.075476e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92578 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -10754857.000000 Penalty: 3417.856201
	Iteration 22Q: 3 clusters Score -1.075486e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -10754879.000000 Penalty: 3417.856201
	Iteration 23Q: 3 clusters Score -1.075488e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -10754951.000000 Penalty: 3417.856201
	Iteration 24Q: 3 clusters Score -1.075495e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -10755001.000000 Penalty: 3417.856201
	Iteration 25Q: 3 clusters Score -1.0755e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -10755067.000000 Penalty: 3417.856201
	Iteration 26Q: 3 clusters Score -1.075507e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -10755135.000000 Penalty: 3417.856201
	Iteration 27Q: 3 clusters Score -1.075514e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93655 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -10755193.000000 Penalty: 3417.856201
	Iteration 28Q: 3 clusters Score -1.075519e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -10755228.000000 Penalty: 3417.856201
	Iteration 29Q: 3 clusters Score -1.075523e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -10755274.000000 Penalty: 3417.856201
	Iteration 30Q: 3 clusters Score -1.075527e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -10755326.000000 Penalty: 3417.856201
	Iteration 31Q: 3 clusters Score -1.075533e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -10755344.000000 Penalty: 3417.856201
	Iteration 32Q: 3 clusters Score -1.075534e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -10755351.000000 Penalty: 3417.856201
	Iteration 33Q: 3 clusters Score -1.075535e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -10755373.000000 Penalty: 3417.856201
	Iteration 34Q: 3 clusters Score -1.075537e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -10755379.000000 Penalty: 3417.856201
	Iteration 35Q: 3 clusters Score -1.075538e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -10755415.000000 Penalty: 3417.856201
	Iteration 36Q: 3 clusters Score -1.075542e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -10755454.000000 Penalty: 3417.856201
	Iteration 37Q: 3 clusters Score -1.075545e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -10755484.000000 Penalty: 3417.856201
	Iteration 38Q: 3 clusters Score -1.075548e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94707 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10755501.000000 Penalty: 3417.856201
	Iteration 39Q: 3 clusters Score -1.07555e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94792 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -10755492.000000 Penalty: 3417.856201
	Iteration 40F: 3 clusters Score -1.075549e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10755518.000000 Penalty: 3417.856201
	Iteration 41Q: 3 clusters Score -1.075552e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -10755528.000000 Penalty: 3417.856201
	Iteration 42Q: 3 clusters Score -1.075553e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -10755532.000000 Penalty: 3417.856201
	Iteration 43Q: 3 clusters Score -1.075553e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -10755561.000000 Penalty: 3417.856201
	Iteration 44Q: 3 clusters Score -1.075556e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -10755557.000000 Penalty: 3417.856201
	Iteration 45Q: 3 clusters Score -1.075556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10755567.000000 Penalty: 3417.856201
	Iteration 46Q: 3 clusters Score -1.075557e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95032 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -10755598.000000 Penalty: 3417.856201
	Iteration 47Q: 3 clusters Score -1.07556e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95057 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -10755613.000000 Penalty: 3417.856201
	Iteration 48Q: 3 clusters Score -1.075561e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -10755630.000000 Penalty: 3417.856201
	Iteration 49Q: 3 clusters Score -1.075563e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -10755642.000000 Penalty: 3417.856201
	Iteration 50Q: 3 clusters Score -1.075564e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10755650.000000 Penalty: 3417.856201
	Iteration 51Q: 3 clusters Score -1.075565e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -10755645.000000 Penalty: 3417.856201
	Iteration 52Q: 3 clusters Score -1.075564e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10755682.000000 Penalty: 3417.856201
	Iteration 53Q: 3 clusters Score -1.075568e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -10755693.000000 Penalty: 3417.856201
	Iteration 54Q: 3 clusters Score -1.075569e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10755700.000000 Penalty: 3417.856201
	Iteration 55Q: 3 clusters Score -1.07557e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95273 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -10755733.000000 Penalty: 3417.856201
	Iteration 56Q: 3 clusters Score -1.075573e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95302 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10755763.000000 Penalty: 3417.856201
	Iteration 57Q: 3 clusters Score -1.075576e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -10755748.000000 Penalty: 3417.856201
	Iteration 58Q: 3 clusters Score -1.075575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -10755747.000000 Penalty: 3417.856201
	Iteration 59Q: 3 clusters Score -1.075575e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -10755758.000000 Penalty: 3417.856201
	Iteration 60F: 3 clusters Score -1.075576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -10755755.000000 Penalty: 3417.856201
	Iteration 61Q: 3 clusters Score -1.075576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95349 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -10755756.000000 Penalty: 3417.856201
	Iteration 62Q: 3 clusters Score -1.075576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10755773.000000 Penalty: 3417.856201
	Iteration 63Q: 3 clusters Score -1.075577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10755781.000000 Penalty: 3417.856201
	Iteration 64Q: 3 clusters Score -1.075578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -10755790.000000 Penalty: 3417.856201
	Iteration 65Q: 3 clusters Score -1.075579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -10755799.000000 Penalty: 3417.856201
	Iteration 66Q: 3 clusters Score -1.07558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95398 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10755797.000000 Penalty: 3417.856201
	Iteration 67Q: 3 clusters Score -1.07558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10755792.000000 Penalty: 3417.856201
	Iteration 68Q: 3 clusters Score -1.075579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -10755795.000000 Penalty: 3417.856201
	Iteration 69Q: 3 clusters Score -1.07558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -10755807.000000 Penalty: 3417.856201
	Iteration 70Q: 3 clusters Score -1.075581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10755784.000000 Penalty: 3417.856201
	Iteration 71Q: 3 clusters Score -1.075578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10755791.000000 Penalty: 3417.856201
	Iteration 72Q: 3 clusters Score -1.075579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10755799.000000 Penalty: 3417.856201
	Iteration 73Q: 3 clusters Score -1.07558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95480 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10755792.000000 Penalty: 3417.856201
	Iteration 74Q: 3 clusters Score -1.075579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95491 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10755794.000000 Penalty: 3417.856201
	Iteration 75Q: 3 clusters Score -1.075579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -10755795.000000 Penalty: 3417.856201
	Iteration 76Q: 3 clusters Score -1.07558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10755801.000000 Penalty: 3417.856201
	Iteration 77Q: 3 clusters Score -1.07558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -10755800.000000 Penalty: 3417.856201
	Iteration 78Q: 3 clusters Score -1.07558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10755803.000000 Penalty: 3417.856201
	Iteration 79Q: 3 clusters Score -1.07558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -10755812.000000 Penalty: 3417.856201
	Iteration 80F: 3 clusters Score -1.075581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -10755819.000000 Penalty: 3417.856201
	Iteration 81Q: 3 clusters Score -1.075582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -10755818.000000 Penalty: 3417.856201
	Iteration 82Q: 3 clusters Score -1.075582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -10755818.000000 Penalty: 3417.856201
	Iteration 83Q: 3 clusters Score -1.075582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95518 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10755843.000000 Penalty: 3417.856201
	Iteration 84Q: 3 clusters Score -1.075584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10755853.000000 Penalty: 3417.856201
	Iteration 85Q: 3 clusters Score -1.075585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95523 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10755855.000000 Penalty: 3417.856201
	Iteration 86Q: 3 clusters Score -1.075586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -10755851.000000 Penalty: 3417.856201
	Iteration 87Q: 3 clusters Score -1.075585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10755850.000000 Penalty: 3417.856201
	Iteration 88Q: 3 clusters Score -1.075585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10755856.000000 Penalty: 3417.856201
	Iteration 89Q: 3 clusters Score -1.075586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10755848.000000 Penalty: 3417.856201
	Iteration 90Q: 3 clusters Score -1.075585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10755848.000000 Penalty: 3417.856201
	Iteration 91Q: 3 clusters Score -1.075585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -10755853.000000 Penalty: 3417.856201
	Iteration 92Q: 3 clusters Score -1.075585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95539 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -10755864.000000 Penalty: 3417.856201
	Iteration 93Q: 3 clusters Score -1.075586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95538 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10755865.000000 Penalty: 3417.856201
	Iteration 94Q: 3 clusters Score -1.075586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10755873.000000 Penalty: 3417.856201
	Iteration 95Q: 3 clusters Score -1.075587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10755868.000000 Penalty: 3417.856201
	Iteration 96Q: 3 clusters Score -1.075587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10755855.000000 Penalty: 3417.856201
	Iteration 97Q: 3 clusters Score -1.075586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10755852.000000 Penalty: 3417.856201
	Iteration 98Q: 3 clusters Score -1.075585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10755852.000000 Penalty: 3417.856201
	Iteration 99F: 3 clusters Score -1.075585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Entering Unmasked Estep 
Score: -2026467.250000 Penalty: 1459.376465
	Iteration 0F: 2 clusters Score -2026467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2014427.750000 Penalty: 2918.752930
	Iteration 0F: 3 clusters Score -2014428 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2018833.125000 Penalty: 2918.752930
	Iteration 1F: 3 clusters Score -2018833 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2019416.625000 Penalty: 2918.752930
	Iteration 2F: 3 clusters Score -2019417 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2020080.375000 Penalty: 2918.752930
	Iteration 3F: 3 clusters Score -2020080 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2020802.750000 Penalty: 2918.752930
	Iteration 4F: 3 clusters Score -2020803 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2021500.875000 Penalty: 2918.752930
	Iteration 5F: 3 clusters Score -2021501 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2022078.625000 Penalty: 2918.752930
	Iteration 6F: 3 clusters Score -2022079 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2022569.875000 Penalty: 2918.752930
	Iteration 7F: 3 clusters Score -2022570 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2022923.000000 Penalty: 2918.752930
	Iteration 8Q: 3 clusters Score -2022923 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2023192.875000 Penalty: 2918.752930
	Iteration 9Q: 3 clusters Score -2023193 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2023394.750000 Penalty: 2918.752930
	Iteration 10Q: 3 clusters Score -2023395 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2023558.250000 Penalty: 2918.752930
	Iteration 11Q: 3 clusters Score -2023558 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2023722.875000 Penalty: 2918.752930
	Iteration 12Q: 3 clusters Score -2023723 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2023880.125000 Penalty: 2918.752930
	Iteration 13Q: 3 clusters Score -2023880 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2024032.625000 Penalty: 2918.752930
	Iteration 14Q: 3 clusters Score -2024033 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2024207.125000 Penalty: 2918.752930
	Iteration 15Q: 3 clusters Score -2024207 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2024365.625000 Penalty: 2918.752930
	Iteration 16Q: 3 clusters Score -2024366 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2024509.625000 Penalty: 2918.752930
	Iteration 17Q: 3 clusters Score -2024510 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2024615.875000 Penalty: 2918.752930
	Iteration 18Q: 3 clusters Score -2024616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2024716.375000 Penalty: 2918.752930
	Iteration 19Q: 3 clusters Score -2024716 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2024794.125000 Penalty: 2918.752930
	Iteration 20F: 3 clusters Score -2024794 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2024877.375000 Penalty: 2918.752930
	Iteration 21Q: 3 clusters Score -2024877 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2024942.500000 Penalty: 2918.752930
	Iteration 22Q: 3 clusters Score -2024942 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2025001.750000 Penalty: 2918.752930
	Iteration 23Q: 3 clusters Score -2025002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2025043.000000 Penalty: 2918.752930
	Iteration 24Q: 3 clusters Score -2025043 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2025090.625000 Penalty: 2918.752930
	Iteration 25Q: 3 clusters Score -2025091 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2025130.250000 Penalty: 2918.752930
	Iteration 26Q: 3 clusters Score -2025130 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2025184.750000 Penalty: 2918.752930
	Iteration 27Q: 3 clusters Score -2025185 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2025242.000000 Penalty: 2918.752930
	Iteration 28Q: 3 clusters Score -2025242 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2025291.500000 Penalty: 2918.752930
	Iteration 29Q: 3 clusters Score -2025292 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2025342.000000 Penalty: 2918.752930
	Iteration 30Q: 3 clusters Score -2025342 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2025380.000000 Penalty: 2918.752930
	Iteration 31Q: 3 clusters Score -2025380 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2025424.375000 Penalty: 2918.752930
	Iteration 32Q: 3 clusters Score -2025424 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2025473.875000 Penalty: 2918.752930
	Iteration 33Q: 3 clusters Score -2025474 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2025521.375000 Penalty: 2918.752930
	Iteration 34Q: 3 clusters Score -2025521 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2025567.125000 Penalty: 2918.752930
	Iteration 35Q: 3 clusters Score -2025567 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2025611.000000 Penalty: 2918.752930
	Iteration 36Q: 3 clusters Score -2025611 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2025649.375000 Penalty: 2918.752930
	Iteration 37Q: 3 clusters Score -2025649 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2025688.625000 Penalty: 2918.752930
	Iteration 38Q: 3 clusters Score -2025689 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2025721.000000 Penalty: 2918.752930
	Iteration 39Q: 3 clusters Score -2025721 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2025744.000000 Penalty: 2918.752930
	Iteration 40F: 3 clusters Score -2025744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2025778.375000 Penalty: 2918.752930
	Iteration 41Q: 3 clusters Score -2025778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2025800.375000 Penalty: 2918.752930
	Iteration 42Q: 3 clusters Score -2025800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2025821.125000 Penalty: 2918.752930
	Iteration 43Q: 3 clusters Score -2025821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2025839.500000 Penalty: 2918.752930
	Iteration 44Q: 3 clusters Score -2025840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2025851.375000 Penalty: 2918.752930
	Iteration 45Q: 3 clusters Score -2025851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2025867.125000 Penalty: 2918.752930
	Iteration 46Q: 3 clusters Score -2025867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2025873.125000 Penalty: 2918.752930
	Iteration 47Q: 3 clusters Score -2025873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2025878.750000 Penalty: 2918.752930
	Iteration 48Q: 3 clusters Score -2025879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2025887.250000 Penalty: 2918.752930
	Iteration 49Q: 3 clusters Score -2025887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2025889.375000 Penalty: 2918.752930
	Iteration 50Q: 3 clusters Score -2025889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2025892.250000 Penalty: 2918.752930
	Iteration 51Q: 3 clusters Score -2025892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2025896.625000 Penalty: 2918.752930
	Iteration 52Q: 3 clusters Score -2025897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2025903.500000 Penalty: 2918.752930
	Iteration 53Q: 3 clusters Score -2025904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2025913.250000 Penalty: 2918.752930
	Iteration 54Q: 3 clusters Score -2025913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2025918.250000 Penalty: 2918.752930
	Iteration 55Q: 3 clusters Score -2025918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2025914.500000 Penalty: 2918.752930
	Iteration 56Q: 3 clusters Score -2025914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2025915.000000 Penalty: 2918.752930
	Iteration 57Q: 3 clusters Score -2025915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2025920.250000 Penalty: 2918.752930
	Iteration 58Q: 3 clusters Score -2025920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2025921.250000 Penalty: 2918.752930
	Iteration 59Q: 3 clusters Score -2025921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2025923.750000 Penalty: 2918.752930
	Iteration 60F: 3 clusters Score -2025924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2025928.000000 Penalty: 2918.752930
	Iteration 61Q: 3 clusters Score -2025928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2025934.375000 Penalty: 2918.752930
	Iteration 62Q: 3 clusters Score -2025934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2025937.500000 Penalty: 2918.752930
	Iteration 63Q: 3 clusters Score -2025938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2025939.250000 Penalty: 2918.752930
	Iteration 64Q: 3 clusters Score -2025939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2025940.250000 Penalty: 2918.752930
	Iteration 65Q: 3 clusters Score -2025940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2025945.500000 Penalty: 2918.752930
	Iteration 66Q: 3 clusters Score -2025946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2025944.375000 Penalty: 2918.752930
	Iteration 67Q: 3 clusters Score -2025944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2025948.625000 Penalty: 2918.752930
	Iteration 68Q: 3 clusters Score -2025949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2025951.625000 Penalty: 2918.752930
	Iteration 69Q: 3 clusters Score -2025952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2025951.625000 Penalty: 2918.752930
	Iteration 70Q: 3 clusters Score -2025952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2025954.250000 Penalty: 2918.752930
	Iteration 71Q: 3 clusters Score -2025954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2025953.875000 Penalty: 2918.752930
	Iteration 72Q: 3 clusters Score -2025954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2025956.500000 Penalty: 2918.752930
	Iteration 73Q: 3 clusters Score -2025956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2025955.125000 Penalty: 2918.752930
	Iteration 74Q: 3 clusters Score -2025955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2025955.125000 Penalty: 2918.752930
	Iteration 75F: 3 clusters Score -2025955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Entering Unmasked Estep 
Score: -4593159.500000 Penalty: 1581.793945
	Iteration 0F: 2 clusters Score -4593160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -4566205.000000 Penalty: 3163.587891
	Iteration 0F: 3 clusters Score -4566205 nChanged 18929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -4576612.000000 Penalty: 3163.587891
	Iteration 1F: 3 clusters Score -4576612 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4577171.000000 Penalty: 3163.587891
	Iteration 2Q: 3 clusters Score -4577171 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4577707.500000 Penalty: 3163.587891
	Iteration 3Q: 3 clusters Score -4577708 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4578341.000000 Penalty: 3163.587891
	Iteration 4Q: 3 clusters Score -4578341 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -4579131.500000 Penalty: 3163.587891
	Iteration 5Q: 3 clusters Score -4579132 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -4580367.000000 Penalty: 3163.587891
	Iteration 6F: 3 clusters Score -4580367 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4582098.500000 Penalty: 3163.587891
	Iteration 7F: 3 clusters Score -4582098 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -4584154.500000 Penalty: 3163.587891
	Iteration 8F: 3 clusters Score -4584154 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4586159.000000 Penalty: 3163.587891
	Iteration 9F: 3 clusters Score -4586159 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -4587977.500000 Penalty: 3163.587891
	Iteration 10F: 3 clusters Score -4587978 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -4589326.000000 Penalty: 3163.587891
	Iteration 11Q: 3 clusters Score -4589326 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -4590291.000000 Penalty: 3163.587891
	Iteration 12Q: 3 clusters Score -4590291 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -4590927.500000 Penalty: 3163.587891
	Iteration 13Q: 3 clusters Score -4590928 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -4591299.500000 Penalty: 3163.587891
	Iteration 14Q: 3 clusters Score -4591300 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -4591580.500000 Penalty: 3163.587891
	Iteration 15Q: 3 clusters Score -4591580 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -4591765.000000 Penalty: 3163.587891
	Iteration 16Q: 3 clusters Score -4591765 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -4591879.000000 Penalty: 3163.587891
	Iteration 17Q: 3 clusters Score -4591879 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -4591963.500000 Penalty: 3163.587891
	Iteration 18Q: 3 clusters Score -4591964 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -4592029.500000 Penalty: 3163.587891
	Iteration 19Q: 3 clusters Score -4592030 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -4592079.000000 Penalty: 3163.587891
	Iteration 20F: 3 clusters Score -4592079 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -4592102.000000 Penalty: 3163.587891
	Iteration 21Q: 3 clusters Score -4592102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -4592133.500000 Penalty: 3163.587891
	Iteration 22Q: 3 clusters Score -4592134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -4592146.000000 Penalty: 3163.587891
	Iteration 23Q: 3 clusters Score -4592146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -4592157.500000 Penalty: 3163.587891
	Iteration 24Q: 3 clusters Score -4592158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -4592181.000000 Penalty: 3163.587891
	Iteration 25Q: 3 clusters Score -4592181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -4592188.500000 Penalty: 3163.587891
	Iteration 26Q: 3 clusters Score -4592188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -4592189.500000 Penalty: 3163.587891
	Iteration 27Q: 3 clusters Score -4592190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -4592196.500000 Penalty: 3163.587891
	Iteration 28Q: 3 clusters Score -4592196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -4592200.000000 Penalty: 3163.587891
	Iteration 29Q: 3 clusters Score -4592200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -4592204.000000 Penalty: 3163.587891
	Iteration 30Q: 3 clusters Score -4592204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -4592214.000000 Penalty: 3163.587891
	Iteration 31Q: 3 clusters Score -4592214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -4592230.500000 Penalty: 3163.587891
	Iteration 32Q: 3 clusters Score -4592230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -4592223.000000 Penalty: 3163.587891
	Iteration 33Q: 3 clusters Score -4592223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4592236.500000 Penalty: 3163.587891
	Iteration 34Q: 3 clusters Score -4592236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -4592238.000000 Penalty: 3163.587891
	Iteration 35Q: 3 clusters Score -4592238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -4592230.000000 Penalty: 3163.587891
	Iteration 36Q: 3 clusters Score -4592230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -4592237.000000 Penalty: 3163.587891
	Iteration 37Q: 3 clusters Score -4592237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -4592240.000000 Penalty: 3163.587891
	Iteration 38Q: 3 clusters Score -4592240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -4592237.500000 Penalty: 3163.587891
	Iteration 39Q: 3 clusters Score -4592238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4592236.000000 Penalty: 3163.587891
	Iteration 40F: 3 clusters Score -4592236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -225241.343750 Penalty: 1140.873169
	Iteration 0F: 2 clusters Score -225241.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223328.687500 Penalty: 2281.746338
	Iteration 0F: 3 clusters Score -223328.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -223834.171875 Penalty: 2281.746338
	Iteration 1F: 3 clusters Score -223834.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -223964.203125 Penalty: 2281.746338
	Iteration 2F: 3 clusters Score -223964.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -224040.265625 Penalty: 2281.746338
	Iteration 3Q: 3 clusters Score -224040.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -224090.046875 Penalty: 2281.746338
	Iteration 4Q: 3 clusters Score -224090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -224120.078125 Penalty: 2281.746338
	Iteration 5Q: 3 clusters Score -224120.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -224140.515625 Penalty: 2281.746338
	Iteration 6Q: 3 clusters Score -224140.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -224154.781250 Penalty: 2281.746338
	Iteration 7Q: 3 clusters Score -224154.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -224170.328125 Penalty: 2281.746338
	Iteration 8Q: 3 clusters Score -224170.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -224181.734375 Penalty: 2281.746338
	Iteration 9Q: 3 clusters Score -224181.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -224191.843750 Penalty: 2281.746338
	Iteration 10Q: 3 clusters Score -224191.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -224198.343750 Penalty: 2281.746338
	Iteration 11Q: 3 clusters Score -224198.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -224203.437500 Penalty: 2281.746338
	Iteration 12Q: 3 clusters Score -224203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -224205.531250 Penalty: 2281.746338
	Iteration 13Q: 3 clusters Score -224205.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -224207.093750 Penalty: 2281.746338
	Iteration 14Q: 3 clusters Score -224207.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -224209.390625 Penalty: 2281.746338
	Iteration 15Q: 3 clusters Score -224209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -224212.781250 Penalty: 2281.746338
	Iteration 16Q: 3 clusters Score -224212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -224217.453125 Penalty: 2281.746338
	Iteration 17Q: 3 clusters Score -224217.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -224221.109375 Penalty: 2281.746338
	Iteration 18Q: 3 clusters Score -224221.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -224222.890625 Penalty: 2281.746338
	Iteration 19Q: 3 clusters Score -224222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -224225.000000 Penalty: 2281.746338
	Iteration 20F: 3 clusters Score -224225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -224225.390625 Penalty: 2281.746338
	Iteration 21Q: 3 clusters Score -224225.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -224225.390625 Penalty: 2281.746338
	Iteration 22F: 3 clusters Score -224225.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Entering Unmasked Estep 
Score: -1756355.750000 Penalty: 1443.171997
	Iteration 0F: 2 clusters Score -1756356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1745683.625000 Penalty: 2886.343994
	Iteration 0F: 3 clusters Score -1745684 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1749446.875000 Penalty: 2886.343994
	Iteration 1F: 3 clusters Score -1749447 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1749907.125000 Penalty: 2886.343994
	Iteration 2F: 3 clusters Score -1749907 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1750424.125000 Penalty: 2886.343994
	Iteration 3F: 3 clusters Score -1750424 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1750994.875000 Penalty: 2886.343994
	Iteration 4F: 3 clusters Score -1750995 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1751657.000000 Penalty: 2886.343994
	Iteration 5F: 3 clusters Score -1751657 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1752332.500000 Penalty: 2886.343994
	Iteration 6F: 3 clusters Score -1752332 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1752929.625000 Penalty: 2886.343994
	Iteration 7F: 3 clusters Score -1752930 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1753407.750000 Penalty: 2886.343994
	Iteration 8Q: 3 clusters Score -1753408 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1753742.750000 Penalty: 2886.343994
	Iteration 9Q: 3 clusters Score -1753743 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1754036.000000 Penalty: 2886.343994
	Iteration 10Q: 3 clusters Score -1754036 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1754262.500000 Penalty: 2886.343994
	Iteration 11Q: 3 clusters Score -1754262 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1754477.500000 Penalty: 2886.343994
	Iteration 12Q: 3 clusters Score -1754478 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1754675.250000 Penalty: 2886.343994
	Iteration 13Q: 3 clusters Score -1754675 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1754850.375000 Penalty: 2886.343994
	Iteration 14Q: 3 clusters Score -1754850 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1755009.750000 Penalty: 2886.343994
	Iteration 15Q: 3 clusters Score -1755010 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1755133.125000 Penalty: 2886.343994
	Iteration 16Q: 3 clusters Score -1755133 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1755214.500000 Penalty: 2886.343994
	Iteration 17Q: 3 clusters Score -1755214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1755279.500000 Penalty: 2886.343994
	Iteration 18Q: 3 clusters Score -1755280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1755330.250000 Penalty: 2886.343994
	Iteration 19Q: 3 clusters Score -1755330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1755379.000000 Penalty: 2886.343994
	Iteration 20F: 3 clusters Score -1755379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1755405.625000 Penalty: 2886.343994
	Iteration 21Q: 3 clusters Score -1755406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1755431.875000 Penalty: 2886.343994
	Iteration 22Q: 3 clusters Score -1755432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1755453.875000 Penalty: 2886.343994
	Iteration 23Q: 3 clusters Score -1755454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1755476.000000 Penalty: 2886.343994
	Iteration 24Q: 3 clusters Score -1755476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1755485.500000 Penalty: 2886.343994
	Iteration 25Q: 3 clusters Score -1755486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1755497.625000 Penalty: 2886.343994
	Iteration 26Q: 3 clusters Score -1755498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1755516.250000 Penalty: 2886.343994
	Iteration 27Q: 3 clusters Score -1755516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1755529.250000 Penalty: 2886.343994
	Iteration 28Q: 3 clusters Score -1755529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1755538.375000 Penalty: 2886.343994
	Iteration 29Q: 3 clusters Score -1755538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1755542.875000 Penalty: 2886.343994
	Iteration 30Q: 3 clusters Score -1755543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1755551.375000 Penalty: 2886.343994
	Iteration 31Q: 3 clusters Score -1755551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1755556.625000 Penalty: 2886.343994
	Iteration 32Q: 3 clusters Score -1755557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1755561.625000 Penalty: 2886.343994
	Iteration 33Q: 3 clusters Score -1755562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1755566.750000 Penalty: 2886.343994
	Iteration 34Q: 3 clusters Score -1755567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1755567.625000 Penalty: 2886.343994
	Iteration 35Q: 3 clusters Score -1755568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1755572.375000 Penalty: 2886.343994
	Iteration 36Q: 3 clusters Score -1755572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1755576.125000 Penalty: 2886.343994
	Iteration 37Q: 3 clusters Score -1755576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1755580.375000 Penalty: 2886.343994
	Iteration 38Q: 3 clusters Score -1755580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1755581.000000 Penalty: 2886.343994
	Iteration 39Q: 3 clusters Score -1755581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1755580.375000 Penalty: 2886.343994
	Iteration 40F: 3 clusters Score -1755580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1755585.250000 Penalty: 2886.343994
	Iteration 41Q: 3 clusters Score -1755585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1755587.500000 Penalty: 2886.343994
	Iteration 42Q: 3 clusters Score -1755588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1755588.375000 Penalty: 2886.343994
	Iteration 43Q: 3 clusters Score -1755588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1755587.500000 Penalty: 2886.343994
	Iteration 44Q: 3 clusters Score -1755588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1755587.750000 Penalty: 2886.343994
	Iteration 45Q: 3 clusters Score -1755588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1755585.000000 Penalty: 2886.343994
	Iteration 46Q: 3 clusters Score -1755585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1755587.125000 Penalty: 2886.343994
	Iteration 47Q: 3 clusters Score -1755587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1755589.000000 Penalty: 2886.343994
	Iteration 48Q: 3 clusters Score -1755589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1755587.750000 Penalty: 2886.343994
	Iteration 49Q: 3 clusters Score -1755588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1755592.625000 Penalty: 2886.343994
	Iteration 50Q: 3 clusters Score -1755593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1755593.250000 Penalty: 2886.343994
	Iteration 51Q: 3 clusters Score -1755593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1755594.875000 Penalty: 2886.343994
	Iteration 52Q: 3 clusters Score -1755595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1755597.875000 Penalty: 2886.343994
	Iteration 53Q: 3 clusters Score -1755598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1755599.375000 Penalty: 2886.343994
	Iteration 54Q: 3 clusters Score -1755599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1755600.500000 Penalty: 2886.343994
	Iteration 55Q: 3 clusters Score -1755600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1755598.250000 Penalty: 2886.343994
	Iteration 56Q: 3 clusters Score -1755598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1755596.750000 Penalty: 2886.343994
	Iteration 57Q: 3 clusters Score -1755597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1755596.750000 Penalty: 2886.343994
	Iteration 58F: 3 clusters Score -1755597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Entering Unmasked Estep 
Score: -2764924.750000 Penalty: 1504.979980
	Iteration 0F: 2 clusters Score -2764925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2748815.500000 Penalty: 3009.959961
	Iteration 0F: 3 clusters Score -2748816 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2754936.750000 Penalty: 3009.959961
	Iteration 1F: 3 clusters Score -2754937 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2755420.500000 Penalty: 3009.959961
	Iteration 2F: 3 clusters Score -2755420 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2755873.750000 Penalty: 3009.959961
	Iteration 3Q: 3 clusters Score -2755874 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2756392.250000 Penalty: 3009.959961
	Iteration 4Q: 3 clusters Score -2756392 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2756926.250000 Penalty: 3009.959961
	Iteration 5Q: 3 clusters Score -2756926 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2757578.000000 Penalty: 3009.959961
	Iteration 6F: 3 clusters Score -2757578 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2758248.000000 Penalty: 3009.959961
	Iteration 7F: 3 clusters Score -2758248 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2758881.750000 Penalty: 3009.959961
	Iteration 8F: 3 clusters Score -2758882 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2759512.250000 Penalty: 3009.959961
	Iteration 9Q: 3 clusters Score -2759512 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2760097.750000 Penalty: 3009.959961
	Iteration 10Q: 3 clusters Score -2760098 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2760628.250000 Penalty: 3009.959961
	Iteration 11Q: 3 clusters Score -2760628 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2761177.250000 Penalty: 3009.959961
	Iteration 12Q: 3 clusters Score -2761177 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2761740.000000 Penalty: 3009.959961
	Iteration 13Q: 3 clusters Score -2761740 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2762223.500000 Penalty: 3009.959961
	Iteration 14Q: 3 clusters Score -2762224 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2762582.500000 Penalty: 3009.959961
	Iteration 15Q: 3 clusters Score -2762582 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2762922.250000 Penalty: 3009.959961
	Iteration 16Q: 3 clusters Score -2762922 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2763145.500000 Penalty: 3009.959961
	Iteration 17Q: 3 clusters Score -2763146 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2763310.500000 Penalty: 3009.959961
	Iteration 18Q: 3 clusters Score -2763310 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2763431.000000 Penalty: 3009.959961
	Iteration 19Q: 3 clusters Score -2763431 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2763532.500000 Penalty: 3009.959961
	Iteration 20F: 3 clusters Score -2763532 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2763601.500000 Penalty: 3009.959961
	Iteration 21Q: 3 clusters Score -2763602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2763645.750000 Penalty: 3009.959961
	Iteration 22Q: 3 clusters Score -2763646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2763685.750000 Penalty: 3009.959961
	Iteration 23Q: 3 clusters Score -2763686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2763708.500000 Penalty: 3009.959961
	Iteration 24Q: 3 clusters Score -2763708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2763746.000000 Penalty: 3009.959961
	Iteration 25Q: 3 clusters Score -2763746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2763759.500000 Penalty: 3009.959961
	Iteration 26Q: 3 clusters Score -2763760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2763776.000000 Penalty: 3009.959961
	Iteration 27Q: 3 clusters Score -2763776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2763789.750000 Penalty: 3009.959961
	Iteration 28Q: 3 clusters Score -2763790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2763801.250000 Penalty: 3009.959961
	Iteration 29Q: 3 clusters Score -2763801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2763819.750000 Penalty: 3009.959961
	Iteration 30Q: 3 clusters Score -2763820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2763829.750000 Penalty: 3009.959961
	Iteration 31Q: 3 clusters Score -2763830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2763839.000000 Penalty: 3009.959961
	Iteration 32Q: 3 clusters Score -2763839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2763850.250000 Penalty: 3009.959961
	Iteration 33Q: 3 clusters Score -2763850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2763856.250000 Penalty: 3009.959961
	Iteration 34Q: 3 clusters Score -2763856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2763864.000000 Penalty: 3009.959961
	Iteration 35Q: 3 clusters Score -2763864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2763876.500000 Penalty: 3009.959961
	Iteration 36Q: 3 clusters Score -2763876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2763885.000000 Penalty: 3009.959961
	Iteration 37Q: 3 clusters Score -2763885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2763897.250000 Penalty: 3009.959961
	Iteration 38Q: 3 clusters Score -2763897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2763902.250000 Penalty: 3009.959961
	Iteration 39Q: 3 clusters Score -2763902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2763905.250000 Penalty: 3009.959961
	Iteration 40F: 3 clusters Score -2763905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2763908.000000 Penalty: 3009.959961
	Iteration 41Q: 3 clusters Score -2763908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2763910.500000 Penalty: 3009.959961
	Iteration 42Q: 3 clusters Score -2763910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2763911.000000 Penalty: 3009.959961
	Iteration 43Q: 3 clusters Score -2763911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2763918.750000 Penalty: 3009.959961
	Iteration 44Q: 3 clusters Score -2763919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2763920.000000 Penalty: 3009.959961
	Iteration 45Q: 3 clusters Score -2763920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2763931.000000 Penalty: 3009.959961
	Iteration 46Q: 3 clusters Score -2763931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2763938.000000 Penalty: 3009.959961
	Iteration 47Q: 3 clusters Score -2763938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2763945.250000 Penalty: 3009.959961
	Iteration 48Q: 3 clusters Score -2763945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2763944.000000 Penalty: 3009.959961
	Iteration 49Q: 3 clusters Score -2763944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2763947.500000 Penalty: 3009.959961
	Iteration 50Q: 3 clusters Score -2763948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2763946.000000 Penalty: 3009.959961
	Iteration 51Q: 3 clusters Score -2763946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2763947.250000 Penalty: 3009.959961
	Iteration 52Q: 3 clusters Score -2763947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2763945.750000 Penalty: 3009.959961
	Iteration 53Q: 3 clusters Score -2763946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2763944.750000 Penalty: 3009.959961
	Iteration 54Q: 3 clusters Score -2763945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2763951.250000 Penalty: 3009.959961
	Iteration 55Q: 3 clusters Score -2763951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2763952.000000 Penalty: 3009.959961
	Iteration 56Q: 3 clusters Score -2763952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2763953.250000 Penalty: 3009.959961
	Iteration 57Q: 3 clusters Score -2763953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2763953.750000 Penalty: 3009.959961
	Iteration 58Q: 3 clusters Score -2763954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2763952.750000 Penalty: 3009.959961
	Iteration 59Q: 3 clusters Score -2763953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2763952.750000 Penalty: 3009.959961
	Iteration 60F: 3 clusters Score -2763953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Entering Unmasked Estep 
Score: -5970871.000000 Penalty: 1623.631226
	Iteration 0F: 2 clusters Score -5970871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -5935077.000000 Penalty: 3247.262451
	Iteration 0F: 3 clusters Score -5935077 nChanged 25319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5949394.000000 Penalty: 3247.262451
	Iteration 1F: 3 clusters Score -5949394 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -5950436.000000 Penalty: 3247.262451
	Iteration 2Q: 3 clusters Score -5950436 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -5952084.500000 Penalty: 3247.262451
	Iteration 3F: 3 clusters Score -5952084 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -5954538.500000 Penalty: 3247.262451
	Iteration 4F: 3 clusters Score -5954538 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5958041.500000 Penalty: 3247.262451
	Iteration 5F: 3 clusters Score -5958042 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -5962133.500000 Penalty: 3247.262451
	Iteration 6F: 3 clusters Score -5962134 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -5965445.000000 Penalty: 3247.262451
	Iteration 7F: 3 clusters Score -5965445 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -5967512.500000 Penalty: 3247.262451
	Iteration 8Q: 3 clusters Score -5967512 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -5968528.000000 Penalty: 3247.262451
	Iteration 9Q: 3 clusters Score -5968528 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -5969078.000000 Penalty: 3247.262451
	Iteration 10Q: 3 clusters Score -5969078 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -5969348.000000 Penalty: 3247.262451
	Iteration 11Q: 3 clusters Score -5969348 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -5969481.500000 Penalty: 3247.262451
	Iteration 12Q: 3 clusters Score -5969482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -5969570.000000 Penalty: 3247.262451
	Iteration 13Q: 3 clusters Score -5969570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -5969617.500000 Penalty: 3247.262451
	Iteration 14Q: 3 clusters Score -5969618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -5969643.000000 Penalty: 3247.262451
	Iteration 15Q: 3 clusters Score -5969643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -5969661.500000 Penalty: 3247.262451
	Iteration 16Q: 3 clusters Score -5969662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -5969675.500000 Penalty: 3247.262451
	Iteration 17Q: 3 clusters Score -5969676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -5969673.500000 Penalty: 3247.262451
	Iteration 18Q: 3 clusters Score -5969674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -5969679.500000 Penalty: 3247.262451
	Iteration 19Q: 3 clusters Score -5969680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -5969682.000000 Penalty: 3247.262451
	Iteration 20F: 3 clusters Score -5969682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -5969676.500000 Penalty: 3247.262451
	Iteration 21Q: 3 clusters Score -5969676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -5969684.500000 Penalty: 3247.262451
	Iteration 22Q: 3 clusters Score -5969684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -5969691.000000 Penalty: 3247.262451
	Iteration 23Q: 3 clusters Score -5969691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -5969691.500000 Penalty: 3247.262451
	Iteration 24Q: 3 clusters Score -5969692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -5969688.000000 Penalty: 3247.262451
	Iteration 25Q: 3 clusters Score -5969688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -5969689.500000 Penalty: 3247.262451
	Iteration 26Q: 3 clusters Score -5969690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -5969694.500000 Penalty: 3247.262451
	Iteration 27Q: 3 clusters Score -5969694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -5969691.000000 Penalty: 3247.262451
	Iteration 28Q: 3 clusters Score -5969691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -5969701.500000 Penalty: 3247.262451
	Iteration 29Q: 3 clusters Score -5969702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -5969699.500000 Penalty: 3247.262451
	Iteration 30Q: 3 clusters Score -5969700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -5969699.500000 Penalty: 3247.262451
	Iteration 31Q: 3 clusters Score -5969700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -5969700.500000 Penalty: 3247.262451
	Iteration 32Q: 3 clusters Score -5969700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -5969700.500000 Penalty: 3247.262451
	Iteration 33F: 3 clusters Score -5969700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Entering Unmasked Estep 
Score: -468678.125000 Penalty: 1232.884399
	Iteration 0F: 2 clusters Score -468678.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -465621.406250 Penalty: 2465.768799
	Iteration 0F: 3 clusters Score -465621.4 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -466491.218750 Penalty: 2465.768799
	Iteration 1F: 3 clusters Score -466491.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -466657.687500 Penalty: 2465.768799
	Iteration 2F: 3 clusters Score -466657.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -466748.531250 Penalty: 2465.768799
	Iteration 3Q: 3 clusters Score -466748.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -466803.000000 Penalty: 2465.768799
	Iteration 4Q: 3 clusters Score -466803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -466842.250000 Penalty: 2465.768799
	Iteration 5Q: 3 clusters Score -466842.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -466874.062500 Penalty: 2465.768799
	Iteration 6Q: 3 clusters Score -466874.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -466906.000000 Penalty: 2465.768799
	Iteration 7Q: 3 clusters Score -466906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -466927.250000 Penalty: 2465.768799
	Iteration 8Q: 3 clusters Score -466927.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -466936.406250 Penalty: 2465.768799
	Iteration 9Q: 3 clusters Score -466936.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -466944.531250 Penalty: 2465.768799
	Iteration 10Q: 3 clusters Score -466944.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -466952.375000 Penalty: 2465.768799
	Iteration 11Q: 3 clusters Score -466952.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -466961.031250 Penalty: 2465.768799
	Iteration 12Q: 3 clusters Score -466961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -466970.031250 Penalty: 2465.768799
	Iteration 13Q: 3 clusters Score -466970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -466976.406250 Penalty: 2465.768799
	Iteration 14Q: 3 clusters Score -466976.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -466979.343750 Penalty: 2465.768799
	Iteration 15Q: 3 clusters Score -466979.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -466983.781250 Penalty: 2465.768799
	Iteration 16Q: 3 clusters Score -466983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -466988.250000 Penalty: 2465.768799
	Iteration 17Q: 3 clusters Score -466988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -466990.250000 Penalty: 2465.768799
	Iteration 18Q: 3 clusters Score -466990.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -466993.312500 Penalty: 2465.768799
	Iteration 19Q: 3 clusters Score -466993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -466996.000000 Penalty: 2465.768799
	Iteration 20F: 3 clusters Score -466996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -466997.718750 Penalty: 2465.768799
	Iteration 21Q: 3 clusters Score -466997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -466999.343750 Penalty: 2465.768799
	Iteration 22Q: 3 clusters Score -466999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -466999.562500 Penalty: 2465.768799
	Iteration 23Q: 3 clusters Score -466999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -467000.406250 Penalty: 2465.768799
	Iteration 24Q: 3 clusters Score -467000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -467000.437500 Penalty: 2465.768799
	Iteration 25Q: 3 clusters Score -467000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -467000.656250 Penalty: 2465.768799
	Iteration 26Q: 3 clusters Score -467000.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -467000.656250 Penalty: 2465.768799
	Iteration 27F: 3 clusters Score -467000.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Entering Unmasked Estep 
Score: -3424366.750000 Penalty: 1539.368896
	Iteration 0F: 2 clusters Score -3424367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3404125.000000 Penalty: 3078.737793
	Iteration 0F: 3 clusters Score -3404125 nChanged 13979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3411678.250000 Penalty: 3078.737793
	Iteration 1F: 3 clusters Score -3411678 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3412114.750000 Penalty: 3078.737793
	Iteration 2Q: 3 clusters Score -3412115 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3412485.750000 Penalty: 3078.737793
	Iteration 3Q: 3 clusters Score -3412486 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3412810.750000 Penalty: 3078.737793
	Iteration 4Q: 3 clusters Score -3412811 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3413186.500000 Penalty: 3078.737793
	Iteration 5Q: 3 clusters Score -3413186 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3413615.750000 Penalty: 3078.737793
	Iteration 6Q: 3 clusters Score -3413616 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3414144.250000 Penalty: 3078.737793
	Iteration 7Q: 3 clusters Score -3414144 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3414956.000000 Penalty: 3078.737793
	Iteration 8Q: 3 clusters Score -3414956 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3416034.750000 Penalty: 3078.737793
	Iteration 9F: 3 clusters Score -3416035 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3417421.750000 Penalty: 3078.737793
	Iteration 10F: 3 clusters Score -3417422 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3418961.750000 Penalty: 3078.737793
	Iteration 11F: 3 clusters Score -3418962 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3420434.500000 Penalty: 3078.737793
	Iteration 12F: 3 clusters Score -3420434 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3421593.000000 Penalty: 3078.737793
	Iteration 13Q: 3 clusters Score -3421593 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3422320.000000 Penalty: 3078.737793
	Iteration 14Q: 3 clusters Score -3422320 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3422686.750000 Penalty: 3078.737793
	Iteration 15Q: 3 clusters Score -3422687 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3422901.250000 Penalty: 3078.737793
	Iteration 16Q: 3 clusters Score -3422901 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3423019.000000 Penalty: 3078.737793
	Iteration 17Q: 3 clusters Score -3423019 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3423100.750000 Penalty: 3078.737793
	Iteration 18Q: 3 clusters Score -3423101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3423164.750000 Penalty: 3078.737793
	Iteration 19Q: 3 clusters Score -3423165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3423208.250000 Penalty: 3078.737793
	Iteration 20F: 3 clusters Score -3423208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3423274.500000 Penalty: 3078.737793
	Iteration 21Q: 3 clusters Score -3423274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3423517.250000 Penalty: 3078.737793
	Iteration 22Q: 3 clusters Score -3423517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3423636.000000 Penalty: 3078.737793
	Iteration 23Q: 3 clusters Score -3423636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3423679.000000 Penalty: 3078.737793
	Iteration 24Q: 3 clusters Score -3423679 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3423748.000000 Penalty: 3078.737793
	Iteration 25Q: 3 clusters Score -3423748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3423791.500000 Penalty: 3078.737793
	Iteration 26Q: 3 clusters Score -3423792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3423848.000000 Penalty: 3078.737793
	Iteration 27Q: 3 clusters Score -3423848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3423905.250000 Penalty: 3078.737793
	Iteration 28Q: 3 clusters Score -3423905 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3423967.250000 Penalty: 3078.737793
	Iteration 29Q: 3 clusters Score -3423967 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3424047.750000 Penalty: 3078.737793
	Iteration 30Q: 3 clusters Score -3424048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3424109.750000 Penalty: 3078.737793
	Iteration 31Q: 3 clusters Score -3424110 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3424181.250000 Penalty: 3078.737793
	Iteration 32Q: 3 clusters Score -3424181 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3424245.250000 Penalty: 3078.737793
	Iteration 33Q: 3 clusters Score -3424245 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3424325.750000 Penalty: 3078.737793
	Iteration 34Q: 3 clusters Score -3424326 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3424398.000000 Penalty: 3078.737793
	Iteration 35Q: 3 clusters Score -3424398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3424469.000000 Penalty: 3078.737793
	Iteration 36Q: 3 clusters Score -3424469 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3424543.500000 Penalty: 3078.737793
	Iteration 37Q: 3 clusters Score -3424544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3424637.000000 Penalty: 3078.737793
	Iteration 38Q: 3 clusters Score -3424637 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3424724.250000 Penalty: 3078.737793
	Iteration 39Q: 3 clusters Score -3424724 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3425009.000000 Penalty: 3078.737793
	Iteration 40F: 3 clusters Score -3425009 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3425439.750000 Penalty: 3078.737793
	Iteration 41Q: 3 clusters Score -3425440 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3426023.750000 Penalty: 3078.737793
	Iteration 42Q: 3 clusters Score -3426024 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3426955.000000 Penalty: 3078.737793
	Iteration 43Q: 3 clusters Score -3426955 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3428327.000000 Penalty: 3078.737793
	Iteration 44Q: 3 clusters Score -3428327 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3430322.000000 Penalty: 3078.737793
	Iteration 45F: 3 clusters Score -3430322 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3433414.000000 Penalty: 3078.737793
	Iteration 46F: 3 clusters Score -3433414 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3437858.000000 Penalty: 3078.737793
	Iteration 47F: 3 clusters Score -3437858 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3444213.750000 Penalty: 3078.737793
	Iteration 48F: 3 clusters Score -3444214 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3454383.250000 Penalty: 3078.737793
	Iteration 49F: 3 clusters Score -3454383 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3461022.000000 Penalty: 3078.737793
	Iteration 50Q: 3 clusters Score -3461022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3461100.500000 Penalty: 3078.737793
	Iteration 51Q: 3 clusters Score -3461100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3461100.250000 Penalty: 3078.737793
	Iteration 52Q: 3 clusters Score -3461100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3461100.250000 Penalty: 3078.737793
	Iteration 53F: 3 clusters Score -3461100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 97220 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 41371 members 
Mstep: Class 5 contains 2137 members 
Mstep: Class 6 contains 16297 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 54803 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 101324 members 
Mstep: Class 13 contains 8454 members 
Mstep: Class 14 contains 46601 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 27984 members 
Mstep: Class 17 contains 40236 members 
Mstep: Class 18 contains 106552 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33411 members 
Mstep: Class 21 contains 23657 members 
Mstep: Class 22 contains 16491 members 
Entering Unmasked Estep 
Score: -78725264.000000 Penalty: 44218.332031
Splitting cluster 10 changes total score from -78688672.000000 to -78725264.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -689751.437500 Penalty: 1307.037720
	Iteration 0F: 2 clusters Score -689751.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -685199.625000 Penalty: 2614.075439
	Iteration 0F: 3 clusters Score -685199.6 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -686557.625000 Penalty: 2614.075439
	Iteration 1F: 3 clusters Score -686557.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -686876.812500 Penalty: 2614.075439
	Iteration 2F: 3 clusters Score -686876.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -687114.062500 Penalty: 2614.075439
	Iteration 3F: 3 clusters Score -687114.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -687297.812500 Penalty: 2614.075439
	Iteration 4F: 3 clusters Score -687297.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -687456.937500 Penalty: 2614.075439
	Iteration 5Q: 3 clusters Score -687456.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -687591.625000 Penalty: 2614.075439
	Iteration 6Q: 3 clusters Score -687591.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -687744.812500 Penalty: 2614.075439
	Iteration 7Q: 3 clusters Score -687744.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -687906.500000 Penalty: 2614.075439
	Iteration 8Q: 3 clusters Score -687906.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -688062.875000 Penalty: 2614.075439
	Iteration 9Q: 3 clusters Score -688062.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -688219.500000 Penalty: 2614.075439
	Iteration 10Q: 3 clusters Score -688219.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -688403.625000 Penalty: 2614.075439
	Iteration 11Q: 3 clusters Score -688403.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -688579.187500 Penalty: 2614.075439
	Iteration 12Q: 3 clusters Score -688579.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -688743.812500 Penalty: 2614.075439
	Iteration 13Q: 3 clusters Score -688743.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -688903.312500 Penalty: 2614.075439
	Iteration 14Q: 3 clusters Score -688903.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -689087.687500 Penalty: 2614.075439
	Iteration 15Q: 3 clusters Score -689087.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -689370.062500 Penalty: 2614.075439
	Iteration 16Q: 3 clusters Score -689370.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -689690.000000 Penalty: 2614.075439
	Iteration 17Q: 3 clusters Score -689690 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -689899.875000 Penalty: 2614.075439
	Iteration 18Q: 3 clusters Score -689899.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -690046.125000 Penalty: 2614.075439
	Iteration 19Q: 3 clusters Score -690046.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -690135.000000 Penalty: 2614.075439
	Iteration 20F: 3 clusters Score -690135 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -690201.062500 Penalty: 2614.075439
	Iteration 21Q: 3 clusters Score -690201.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -690238.312500 Penalty: 2614.075439
	Iteration 22Q: 3 clusters Score -690238.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -690262.812500 Penalty: 2614.075439
	Iteration 23Q: 3 clusters Score -690262.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -690281.625000 Penalty: 2614.075439
	Iteration 24Q: 3 clusters Score -690281.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -690290.562500 Penalty: 2614.075439
	Iteration 25Q: 3 clusters Score -690290.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -690296.500000 Penalty: 2614.075439
	Iteration 26Q: 3 clusters Score -690296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -690299.875000 Penalty: 2614.075439
	Iteration 27Q: 3 clusters Score -690299.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -690304.937500 Penalty: 2614.075439
	Iteration 28Q: 3 clusters Score -690304.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -690308.625000 Penalty: 2614.075439
	Iteration 29Q: 3 clusters Score -690308.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -690309.375000 Penalty: 2614.075439
	Iteration 30Q: 3 clusters Score -690309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -690311.625000 Penalty: 2614.075439
	Iteration 31Q: 3 clusters Score -690311.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -690314.062500 Penalty: 2614.075439
	Iteration 32Q: 3 clusters Score -690314.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -690315.875000 Penalty: 2614.075439
	Iteration 33Q: 3 clusters Score -690315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -690320.062500 Penalty: 2614.075439
	Iteration 34Q: 3 clusters Score -690320.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -690320.937500 Penalty: 2614.075439
	Iteration 35Q: 3 clusters Score -690320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -690321.500000 Penalty: 2614.075439
	Iteration 36Q: 3 clusters Score -690321.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -690323.312500 Penalty: 2614.075439
	Iteration 37Q: 3 clusters Score -690323.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -690324.937500 Penalty: 2614.075439
	Iteration 38Q: 3 clusters Score -690324.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -690326.562500 Penalty: 2614.075439
	Iteration 39Q: 3 clusters Score -690326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -690327.375000 Penalty: 2614.075439
	Iteration 40F: 3 clusters Score -690327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -690327.187500 Penalty: 2614.075439
	Iteration 41Q: 3 clusters Score -690327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -690327.625000 Penalty: 2614.075439
	Iteration 42Q: 3 clusters Score -690327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -690327.812500 Penalty: 2614.075439
	Iteration 43Q: 3 clusters Score -690327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -690327.812500 Penalty: 2614.075439
	Iteration 44F: 3 clusters Score -690327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 97220 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 41371 members 
Mstep: Class 5 contains 2137 members 
Mstep: Class 6 contains 16297 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 54803 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 101324 members 
Mstep: Class 13 contains 8454 members 
Mstep: Class 14 contains 46601 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 27984 members 
Mstep: Class 17 contains 40236 members 
Mstep: Class 18 contains 106552 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33411 members 
Mstep: Class 21 contains 23657 members 
Mstep: Class 22 contains 16491 members 
Mstep: Class 23 contains 2318 members 
Entering Unmasked Estep 
Score: -78725152.000000 Penalty: 46228.253906
Splitting cluster 11 changes total score from -78688672.000000 to -78725152.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (101324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Entering Unmasked Estep 
Score: -10974894.000000 Penalty: 1715.080444
	Iteration 0F: 2 clusters Score -1.097489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -10908357.000000 Penalty: 3430.160889
	Iteration 0F: 3 clusters Score -1.090836e+07 nChanged 47935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -10936160.000000 Penalty: 3430.160889
	Iteration 1F: 3 clusters Score -1.093616e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -10937261.000000 Penalty: 3430.160889
	Iteration 2Q: 3 clusters Score -1.093726e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -10938544.000000 Penalty: 3430.160889
	Iteration 3Q: 3 clusters Score -1.093854e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -10940140.000000 Penalty: 3430.160889
	Iteration 4Q: 3 clusters Score -1.094014e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -10942340.000000 Penalty: 3430.160889
	Iteration 5Q: 3 clusters Score -1.094234e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -10945663.000000 Penalty: 3430.160889
	Iteration 6F: 3 clusters Score -1.094566e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74052 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -10950104.000000 Penalty: 3430.160889
	Iteration 7F: 3 clusters Score -1.09501e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -10956206.000000 Penalty: 3430.160889
	Iteration 8F: 3 clusters Score -1.095621e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -10962787.000000 Penalty: 3430.160889
	Iteration 9F: 3 clusters Score -1.096279e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -10968128.000000 Penalty: 3430.160889
	Iteration 10F: 3 clusters Score -1.096813e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98586 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10971222.000000 Penalty: 3430.160889
	Iteration 11Q: 3 clusters Score -1.097122e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10972532.000000 Penalty: 3430.160889
	Iteration 12Q: 3 clusters Score -1.097253e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10973022.000000 Penalty: 3430.160889
	Iteration 13Q: 3 clusters Score -1.097302e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10973242.000000 Penalty: 3430.160889
	Iteration 14Q: 3 clusters Score -1.097324e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10973346.000000 Penalty: 3430.160889
	Iteration 15Q: 3 clusters Score -1.097335e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10973411.000000 Penalty: 3430.160889
	Iteration 16Q: 3 clusters Score -1.097341e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10973447.000000 Penalty: 3430.160889
	Iteration 17Q: 3 clusters Score -1.097345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101010 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10973469.000000 Penalty: 3430.160889
	Iteration 18Q: 3 clusters Score -1.097347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10973473.000000 Penalty: 3430.160889
	Iteration 19Q: 3 clusters Score -1.097347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101023 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10973473.000000 Penalty: 3430.160889
	Iteration 20F: 3 clusters Score -1.097347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101023 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10973484.000000 Penalty: 3430.160889
	Iteration 21Q: 3 clusters Score -1.097348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101023 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10973501.000000 Penalty: 3430.160889
	Iteration 22Q: 3 clusters Score -1.09735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10973498.000000 Penalty: 3430.160889
	Iteration 23Q: 3 clusters Score -1.09735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10973502.000000 Penalty: 3430.160889
	Iteration 24Q: 3 clusters Score -1.09735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101030 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10973512.000000 Penalty: 3430.160889
	Iteration 25Q: 3 clusters Score -1.097351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10973515.000000 Penalty: 3430.160889
	Iteration 26Q: 3 clusters Score -1.097352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10973518.000000 Penalty: 3430.160889
	Iteration 27Q: 3 clusters Score -1.097352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101032 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10973518.000000 Penalty: 3430.160889
	Iteration 28F: 3 clusters Score -1.097352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Entering Unmasked Estep 
Score: -864774.375000 Penalty: 1345.508301
	Iteration 0F: 2 clusters Score -864774.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -859035.500000 Penalty: 2691.016602
	Iteration 0F: 3 clusters Score -859035.5 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -861181.437500 Penalty: 2691.016602
	Iteration 1F: 3 clusters Score -861181.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -862236.250000 Penalty: 2691.016602
	Iteration 2F: 3 clusters Score -862236.2 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -863602.937500 Penalty: 2691.016602
	Iteration 3F: 3 clusters Score -863602.9 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -864589.687500 Penalty: 2691.016602
	Iteration 4F: 3 clusters Score -864589.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -865031.000000 Penalty: 2691.016602
	Iteration 5F: 3 clusters Score -865031 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -865225.187500 Penalty: 2691.016602
	Iteration 6Q: 3 clusters Score -865225.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -865326.687500 Penalty: 2691.016602
	Iteration 7Q: 3 clusters Score -865326.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -865387.687500 Penalty: 2691.016602
	Iteration 8Q: 3 clusters Score -865387.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -865415.250000 Penalty: 2691.016602
	Iteration 9Q: 3 clusters Score -865415.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -865429.000000 Penalty: 2691.016602
	Iteration 10Q: 3 clusters Score -865429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -865444.125000 Penalty: 2691.016602
	Iteration 11Q: 3 clusters Score -865444.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -865455.937500 Penalty: 2691.016602
	Iteration 12Q: 3 clusters Score -865455.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -865462.500000 Penalty: 2691.016602
	Iteration 13Q: 3 clusters Score -865462.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -865465.875000 Penalty: 2691.016602
	Iteration 14Q: 3 clusters Score -865465.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -865468.625000 Penalty: 2691.016602
	Iteration 15Q: 3 clusters Score -865468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -865469.750000 Penalty: 2691.016602
	Iteration 16Q: 3 clusters Score -865469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -865470.000000 Penalty: 2691.016602
	Iteration 17Q: 3 clusters Score -865470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -865471.062500 Penalty: 2691.016602
	Iteration 18Q: 3 clusters Score -865471.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -865473.062500 Penalty: 2691.016602
	Iteration 19Q: 3 clusters Score -865473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -865470.625000 Penalty: 2691.016602
	Iteration 20F: 3 clusters Score -865470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -865473.812500 Penalty: 2691.016602
	Iteration 21Q: 3 clusters Score -865473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -865475.250000 Penalty: 2691.016602
	Iteration 22Q: 3 clusters Score -865475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -865475.437500 Penalty: 2691.016602
	Iteration 23Q: 3 clusters Score -865475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -865475.437500 Penalty: 2691.016602
	Iteration 24F: 3 clusters Score -865475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 97220 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 41371 members 
Mstep: Class 5 contains 2137 members 
Mstep: Class 6 contains 16297 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 54803 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 101324 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 46601 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 27984 members 
Mstep: Class 17 contains 40236 members 
Mstep: Class 18 contains 106552 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33411 members 
Mstep: Class 21 contains 23657 members 
Mstep: Class 22 contains 16491 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 6638 members 
Entering Unmasked Estep 
Score: -78725000.000000 Penalty: 48238.179688
Splitting cluster 13 changes total score from -78688672.000000 to -78725000.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (46601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Entering Unmasked Estep 
Score: -5150681.000000 Penalty: 1599.507324
	Iteration 0F: 2 clusters Score -5150681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5120204.500000 Penalty: 3199.014648
	Iteration 0F: 3 clusters Score -5120204 nChanged 21492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -5132274.000000 Penalty: 3199.014648
	Iteration 1F: 3 clusters Score -5132274 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -5133098.500000 Penalty: 3199.014648
	Iteration 2Q: 3 clusters Score -5133098 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -5134265.000000 Penalty: 3199.014648
	Iteration 3Q: 3 clusters Score -5134265 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -5135799.000000 Penalty: 3199.014648
	Iteration 4F: 3 clusters Score -5135799 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -5137844.500000 Penalty: 3199.014648
	Iteration 5F: 3 clusters Score -5137844 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -5140308.000000 Penalty: 3199.014648
	Iteration 6F: 3 clusters Score -5140308 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -5142968.500000 Penalty: 3199.014648
	Iteration 7F: 3 clusters Score -5142968 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5145540.500000 Penalty: 3199.014648
	Iteration 8F: 3 clusters Score -5145540 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -5147348.500000 Penalty: 3199.014648
	Iteration 9F: 3 clusters Score -5147348 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -5148497.500000 Penalty: 3199.014648
	Iteration 10Q: 3 clusters Score -5148498 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -5149244.500000 Penalty: 3199.014648
	Iteration 11Q: 3 clusters Score -5149244 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5149712.500000 Penalty: 3199.014648
	Iteration 12Q: 3 clusters Score -5149712 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -5150000.000000 Penalty: 3199.014648
	Iteration 13Q: 3 clusters Score -5150000 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -5150185.000000 Penalty: 3199.014648
	Iteration 14Q: 3 clusters Score -5150185 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -5150255.500000 Penalty: 3199.014648
	Iteration 15Q: 3 clusters Score -5150256 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -5150320.000000 Penalty: 3199.014648
	Iteration 16Q: 3 clusters Score -5150320 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -5150375.500000 Penalty: 3199.014648
	Iteration 17Q: 3 clusters Score -5150376 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -5150405.500000 Penalty: 3199.014648
	Iteration 18Q: 3 clusters Score -5150406 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -5150430.000000 Penalty: 3199.014648
	Iteration 19Q: 3 clusters Score -5150430 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -5150456.000000 Penalty: 3199.014648
	Iteration 20F: 3 clusters Score -5150456 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -5150489.500000 Penalty: 3199.014648
	Iteration 21Q: 3 clusters Score -5150490 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -5150496.500000 Penalty: 3199.014648
	Iteration 22Q: 3 clusters Score -5150496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5150512.000000 Penalty: 3199.014648
	Iteration 23Q: 3 clusters Score -5150512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -5150517.000000 Penalty: 3199.014648
	Iteration 24Q: 3 clusters Score -5150517 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5150533.000000 Penalty: 3199.014648
	Iteration 25Q: 3 clusters Score -5150533 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5150527.000000 Penalty: 3199.014648
	Iteration 26Q: 3 clusters Score -5150527 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -5150527.500000 Penalty: 3199.014648
	Iteration 27Q: 3 clusters Score -5150528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5150524.500000 Penalty: 3199.014648
	Iteration 28Q: 3 clusters Score -5150524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -5150535.500000 Penalty: 3199.014648
	Iteration 29Q: 3 clusters Score -5150536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -5150544.500000 Penalty: 3199.014648
	Iteration 30Q: 3 clusters Score -5150544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -5150554.500000 Penalty: 3199.014648
	Iteration 31Q: 3 clusters Score -5150554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -5150550.000000 Penalty: 3199.014648
	Iteration 32Q: 3 clusters Score -5150550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -5150553.500000 Penalty: 3199.014648
	Iteration 33Q: 3 clusters Score -5150554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -5150557.500000 Penalty: 3199.014648
	Iteration 34Q: 3 clusters Score -5150558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -5150558.500000 Penalty: 3199.014648
	Iteration 35Q: 3 clusters Score -5150558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -5150550.000000 Penalty: 3199.014648
	Iteration 36Q: 3 clusters Score -5150550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -5150556.500000 Penalty: 3199.014648
	Iteration 37Q: 3 clusters Score -5150556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5150555.500000 Penalty: 3199.014648
	Iteration 38Q: 3 clusters Score -5150556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -5150556.000000 Penalty: 3199.014648
	Iteration 39Q: 3 clusters Score -5150556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -5150556.000000 Penalty: 3199.014648
	Iteration 40F: 3 clusters Score -5150556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5150550.500000 Penalty: 3199.014648
	Iteration 41Q: 3 clusters Score -5150550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5150561.000000 Penalty: 3199.014648
	Iteration 42Q: 3 clusters Score -5150561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -5150561.500000 Penalty: 3199.014648
	Iteration 43Q: 3 clusters Score -5150562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -5150553.000000 Penalty: 3199.014648
	Iteration 44Q: 3 clusters Score -5150553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -5150552.000000 Penalty: 3199.014648
	Iteration 45Q: 3 clusters Score -5150552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -5150558.000000 Penalty: 3199.014648
	Iteration 46Q: 3 clusters Score -5150558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -5150554.500000 Penalty: 3199.014648
	Iteration 47Q: 3 clusters Score -5150554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -5150551.500000 Penalty: 3199.014648
	Iteration 48Q: 3 clusters Score -5150552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -5150551.000000 Penalty: 3199.014648
	Iteration 49Q: 3 clusters Score -5150551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -5150551.000000 Penalty: 3199.014648
	Iteration 50F: 3 clusters Score -5150551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Entering Unmasked Estep 
Score: -229319.515625 Penalty: 1143.769287
	Iteration 0F: 2 clusters Score -229319.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -227351.859375 Penalty: 2287.538574
	Iteration 0F: 3 clusters Score -227351.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -227870.093750 Penalty: 2287.538574
	Iteration 1F: 3 clusters Score -227870.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -227999.937500 Penalty: 2287.538574
	Iteration 2F: 3 clusters Score -227999.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -228066.656250 Penalty: 2287.538574
	Iteration 3Q: 3 clusters Score -228066.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -228116.281250 Penalty: 2287.538574
	Iteration 4Q: 3 clusters Score -228116.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -228145.859375 Penalty: 2287.538574
	Iteration 5Q: 3 clusters Score -228145.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -228158.843750 Penalty: 2287.538574
	Iteration 6Q: 3 clusters Score -228158.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -228174.578125 Penalty: 2287.538574
	Iteration 7Q: 3 clusters Score -228174.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -228183.781250 Penalty: 2287.538574
	Iteration 8Q: 3 clusters Score -228183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -228187.000000 Penalty: 2287.538574
	Iteration 9Q: 3 clusters Score -228187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -228190.140625 Penalty: 2287.538574
	Iteration 10Q: 3 clusters Score -228190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -228193.843750 Penalty: 2287.538574
	Iteration 11Q: 3 clusters Score -228193.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -228199.656250 Penalty: 2287.538574
	Iteration 12Q: 3 clusters Score -228199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -228206.625000 Penalty: 2287.538574
	Iteration 13Q: 3 clusters Score -228206.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -228214.093750 Penalty: 2287.538574
	Iteration 14Q: 3 clusters Score -228214.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -228220.625000 Penalty: 2287.538574
	Iteration 15Q: 3 clusters Score -228220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -228225.515625 Penalty: 2287.538574
	Iteration 16Q: 3 clusters Score -228225.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -228229.187500 Penalty: 2287.538574
	Iteration 17Q: 3 clusters Score -228229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -228230.218750 Penalty: 2287.538574
	Iteration 18Q: 3 clusters Score -228230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -228230.828125 Penalty: 2287.538574
	Iteration 19Q: 3 clusters Score -228230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -228231.437500 Penalty: 2287.538574
	Iteration 20F: 3 clusters Score -228231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -228232.296875 Penalty: 2287.538574
	Iteration 21Q: 3 clusters Score -228232.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -228232.828125 Penalty: 2287.538574
	Iteration 22Q: 3 clusters Score -228232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -228233.171875 Penalty: 2287.538574
	Iteration 23Q: 3 clusters Score -228233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -228233.171875 Penalty: 2287.538574
	Iteration 24F: 3 clusters Score -228233.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Entering Unmasked Estep 
Score: -3133343.000000 Penalty: 1523.621094
	Iteration 0F: 2 clusters Score -3133343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3115101.000000 Penalty: 3047.242188
	Iteration 0F: 3 clusters Score -3115101 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3121899.750000 Penalty: 3047.242188
	Iteration 1F: 3 clusters Score -3121900 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3122345.750000 Penalty: 3047.242188
	Iteration 2Q: 3 clusters Score -3122346 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3122682.500000 Penalty: 3047.242188
	Iteration 3Q: 3 clusters Score -3122682 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3122985.000000 Penalty: 3047.242188
	Iteration 4Q: 3 clusters Score -3122985 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3123226.500000 Penalty: 3047.242188
	Iteration 5Q: 3 clusters Score -3123226 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3123465.000000 Penalty: 3047.242188
	Iteration 6Q: 3 clusters Score -3123465 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3123745.500000 Penalty: 3047.242188
	Iteration 7Q: 3 clusters Score -3123746 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3124119.500000 Penalty: 3047.242188
	Iteration 8Q: 3 clusters Score -3124120 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3124620.250000 Penalty: 3047.242188
	Iteration 9Q: 3 clusters Score -3124620 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3125307.500000 Penalty: 3047.242188
	Iteration 10Q: 3 clusters Score -3125308 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3126244.000000 Penalty: 3047.242188
	Iteration 11F: 3 clusters Score -3126244 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3127408.250000 Penalty: 3047.242188
	Iteration 12F: 3 clusters Score -3127408 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3128584.000000 Penalty: 3047.242188
	Iteration 13F: 3 clusters Score -3128584 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3129653.750000 Penalty: 3047.242188
	Iteration 14F: 3 clusters Score -3129654 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3130500.000000 Penalty: 3047.242188
	Iteration 15Q: 3 clusters Score -3130500 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3131099.750000 Penalty: 3047.242188
	Iteration 16Q: 3 clusters Score -3131100 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3131481.000000 Penalty: 3047.242188
	Iteration 17Q: 3 clusters Score -3131481 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3131715.750000 Penalty: 3047.242188
	Iteration 18Q: 3 clusters Score -3131716 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3131869.750000 Penalty: 3047.242188
	Iteration 19Q: 3 clusters Score -3131870 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3131971.750000 Penalty: 3047.242188
	Iteration 20F: 3 clusters Score -3131972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3132041.500000 Penalty: 3047.242188
	Iteration 21Q: 3 clusters Score -3132042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3132070.250000 Penalty: 3047.242188
	Iteration 22Q: 3 clusters Score -3132070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3132099.250000 Penalty: 3047.242188
	Iteration 23Q: 3 clusters Score -3132099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3132119.750000 Penalty: 3047.242188
	Iteration 24Q: 3 clusters Score -3132120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3132138.250000 Penalty: 3047.242188
	Iteration 25Q: 3 clusters Score -3132138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3132145.250000 Penalty: 3047.242188
	Iteration 26Q: 3 clusters Score -3132145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3132156.000000 Penalty: 3047.242188
	Iteration 27Q: 3 clusters Score -3132156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3132164.250000 Penalty: 3047.242188
	Iteration 28Q: 3 clusters Score -3132164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3132170.000000 Penalty: 3047.242188
	Iteration 29Q: 3 clusters Score -3132170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3132174.750000 Penalty: 3047.242188
	Iteration 30Q: 3 clusters Score -3132175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3132189.500000 Penalty: 3047.242188
	Iteration 31Q: 3 clusters Score -3132190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3132190.500000 Penalty: 3047.242188
	Iteration 32Q: 3 clusters Score -3132190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3132192.750000 Penalty: 3047.242188
	Iteration 33Q: 3 clusters Score -3132193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3132196.000000 Penalty: 3047.242188
	Iteration 34Q: 3 clusters Score -3132196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3132196.000000 Penalty: 3047.242188
	Iteration 35F: 3 clusters Score -3132196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Entering Unmasked Estep 
Score: -4439996.000000 Penalty: 1577.654541
	Iteration 0F: 2 clusters Score -4439996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -4413689.000000 Penalty: 3155.309082
	Iteration 0F: 3 clusters Score -4413689 nChanged 18471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4423856.000000 Penalty: 3155.309082
	Iteration 1F: 3 clusters Score -4423856 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -4424522.000000 Penalty: 3155.309082
	Iteration 2Q: 3 clusters Score -4424522 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4425275.500000 Penalty: 3155.309082
	Iteration 3Q: 3 clusters Score -4425276 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4426169.500000 Penalty: 3155.309082
	Iteration 4F: 3 clusters Score -4426170 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4427311.000000 Penalty: 3155.309082
	Iteration 5F: 3 clusters Score -4427311 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -4428935.500000 Penalty: 3155.309082
	Iteration 6F: 3 clusters Score -4428936 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -4430847.000000 Penalty: 3155.309082
	Iteration 7F: 3 clusters Score -4430847 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -4432974.000000 Penalty: 3155.309082
	Iteration 8F: 3 clusters Score -4432974 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4434980.000000 Penalty: 3155.309082
	Iteration 9F: 3 clusters Score -4434980 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -4436727.000000 Penalty: 3155.309082
	Iteration 10Q: 3 clusters Score -4436727 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4437758.500000 Penalty: 3155.309082
	Iteration 11Q: 3 clusters Score -4437758 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -4438256.500000 Penalty: 3155.309082
	Iteration 12Q: 3 clusters Score -4438256 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4438454.500000 Penalty: 3155.309082
	Iteration 13Q: 3 clusters Score -4438454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -4438541.000000 Penalty: 3155.309082
	Iteration 14Q: 3 clusters Score -4438541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -4438598.500000 Penalty: 3155.309082
	Iteration 15Q: 3 clusters Score -4438598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -4438634.000000 Penalty: 3155.309082
	Iteration 16Q: 3 clusters Score -4438634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -4438662.500000 Penalty: 3155.309082
	Iteration 17Q: 3 clusters Score -4438662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -4438673.500000 Penalty: 3155.309082
	Iteration 18Q: 3 clusters Score -4438674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -4438681.500000 Penalty: 3155.309082
	Iteration 19Q: 3 clusters Score -4438682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -4438698.500000 Penalty: 3155.309082
	Iteration 20F: 3 clusters Score -4438698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -4438715.000000 Penalty: 3155.309082
	Iteration 21Q: 3 clusters Score -4438715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -4438719.500000 Penalty: 3155.309082
	Iteration 22Q: 3 clusters Score -4438720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -4438721.500000 Penalty: 3155.309082
	Iteration 23Q: 3 clusters Score -4438722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -4438723.500000 Penalty: 3155.309082
	Iteration 24Q: 3 clusters Score -4438724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -4438722.500000 Penalty: 3155.309082
	Iteration 25Q: 3 clusters Score -4438722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -4438722.500000 Penalty: 3155.309082
	Iteration 26F: 3 clusters Score -4438722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Entering Unmasked Estep 
Score: -11616853.000000 Penalty: 1722.566650
	Iteration 0F: 2 clusters Score -1.161685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -11547165.000000 Penalty: 3445.133301
	Iteration 0F: 3 clusters Score -1.154716e+07 nChanged 50490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -11576679.000000 Penalty: 3445.133301
	Iteration 1F: 3 clusters Score -1.157668e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -11578160.000000 Penalty: 3445.133301
	Iteration 2Q: 3 clusters Score -1.157816e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -11580257.000000 Penalty: 3445.133301
	Iteration 3Q: 3 clusters Score -1.158026e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -11583130.000000 Penalty: 3445.133301
	Iteration 4F: 3 clusters Score -1.158313e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -11586913.000000 Penalty: 3445.133301
	Iteration 5F: 3 clusters Score -1.158691e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -11591136.000000 Penalty: 3445.133301
	Iteration 6F: 3 clusters Score -1.159114e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -11595590.000000 Penalty: 3445.133301
	Iteration 7F: 3 clusters Score -1.159559e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -11600496.000000 Penalty: 3445.133301
	Iteration 8F: 3 clusters Score -1.16005e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94295 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -11605324.000000 Penalty: 3445.133301
	Iteration 9F: 3 clusters Score -1.160532e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99353 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -11609563.000000 Penalty: 3445.133301
	Iteration 10Q: 3 clusters Score -1.160956e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102814 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -11612559.000000 Penalty: 3445.133301
	Iteration 11Q: 3 clusters Score -1.161256e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104780 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -11614307.000000 Penalty: 3445.133301
	Iteration 12Q: 3 clusters Score -1.161431e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105647 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11615115.000000 Penalty: 3445.133301
	Iteration 13Q: 3 clusters Score -1.161512e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105996 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11615457.000000 Penalty: 3445.133301
	Iteration 14Q: 3 clusters Score -1.161546e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11615650.000000 Penalty: 3445.133301
	Iteration 15Q: 3 clusters Score -1.161565e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106212 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11615751.000000 Penalty: 3445.133301
	Iteration 16Q: 3 clusters Score -1.161575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106247 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -11615787.000000 Penalty: 3445.133301
	Iteration 17Q: 3 clusters Score -1.161579e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11615820.000000 Penalty: 3445.133301
	Iteration 18Q: 3 clusters Score -1.161582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11615859.000000 Penalty: 3445.133301
	Iteration 19Q: 3 clusters Score -1.161586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106288 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11615877.000000 Penalty: 3445.133301
	Iteration 20F: 3 clusters Score -1.161588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -11615872.000000 Penalty: 3445.133301
	Iteration 21Q: 3 clusters Score -1.161587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106297 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11615883.000000 Penalty: 3445.133301
	Iteration 22Q: 3 clusters Score -1.161588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106295 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11615873.000000 Penalty: 3445.133301
	Iteration 23Q: 3 clusters Score -1.161587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11615875.000000 Penalty: 3445.133301
	Iteration 24Q: 3 clusters Score -1.161588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11615875.000000 Penalty: 3445.133301
	Iteration 25F: 3 clusters Score -1.161588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Entering Unmasked Estep 
Score: -3818680.500000 Penalty: 1549.264038
	Iteration 0F: 2 clusters Score -3818680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3797032.250000 Penalty: 3098.528076
	Iteration 0F: 3 clusters Score -3797032 nChanged 15036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3805384.500000 Penalty: 3098.528076
	Iteration 1F: 3 clusters Score -3805384 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3805880.250000 Penalty: 3098.528076
	Iteration 2Q: 3 clusters Score -3805880 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3806329.750000 Penalty: 3098.528076
	Iteration 3Q: 3 clusters Score -3806330 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -3806844.000000 Penalty: 3098.528076
	Iteration 4Q: 3 clusters Score -3806844 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3807505.750000 Penalty: 3098.528076
	Iteration 5Q: 3 clusters Score -3807506 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3808314.000000 Penalty: 3098.528076
	Iteration 6Q: 3 clusters Score -3808314 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3809524.250000 Penalty: 3098.528076
	Iteration 7F: 3 clusters Score -3809524 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3811154.500000 Penalty: 3098.528076
	Iteration 8F: 3 clusters Score -3811154 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3813048.500000 Penalty: 3098.528076
	Iteration 9F: 3 clusters Score -3813048 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3814934.250000 Penalty: 3098.528076
	Iteration 10F: 3 clusters Score -3814934 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3816201.500000 Penalty: 3098.528076
	Iteration 11Q: 3 clusters Score -3816202 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3816817.250000 Penalty: 3098.528076
	Iteration 12Q: 3 clusters Score -3816817 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -3817092.750000 Penalty: 3098.528076
	Iteration 13Q: 3 clusters Score -3817093 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -3817233.750000 Penalty: 3098.528076
	Iteration 14Q: 3 clusters Score -3817234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -3817311.750000 Penalty: 3098.528076
	Iteration 15Q: 3 clusters Score -3817312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -3817351.000000 Penalty: 3098.528076
	Iteration 16Q: 3 clusters Score -3817351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -3817372.750000 Penalty: 3098.528076
	Iteration 17Q: 3 clusters Score -3817373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -3817393.750000 Penalty: 3098.528076
	Iteration 18Q: 3 clusters Score -3817394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -3817408.500000 Penalty: 3098.528076
	Iteration 19Q: 3 clusters Score -3817408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -3817418.500000 Penalty: 3098.528076
	Iteration 20F: 3 clusters Score -3817418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -3817430.500000 Penalty: 3098.528076
	Iteration 21Q: 3 clusters Score -3817430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -3817435.250000 Penalty: 3098.528076
	Iteration 22Q: 3 clusters Score -3817435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3817439.500000 Penalty: 3098.528076
	Iteration 23Q: 3 clusters Score -3817440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3817445.250000 Penalty: 3098.528076
	Iteration 24Q: 3 clusters Score -3817445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3817447.750000 Penalty: 3098.528076
	Iteration 25Q: 3 clusters Score -3817448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -3817451.000000 Penalty: 3098.528076
	Iteration 26Q: 3 clusters Score -3817451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -3817451.000000 Penalty: 3098.528076
	Iteration 27F: 3 clusters Score -3817451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Entering Unmasked Estep 
Score: -3695611.000000 Penalty: 1549.996094
	Iteration 0F: 2 clusters Score -3695611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3673782.750000 Penalty: 3099.992188
	Iteration 0F: 3 clusters Score -3673783 nChanged 15317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3682223.000000 Penalty: 3099.992188
	Iteration 1F: 3 clusters Score -3682223 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3682732.000000 Penalty: 3099.992188
	Iteration 2Q: 3 clusters Score -3682732 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3683335.750000 Penalty: 3099.992188
	Iteration 3Q: 3 clusters Score -3683336 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -3684062.750000 Penalty: 3099.992188
	Iteration 4Q: 3 clusters Score -3684063 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3684993.500000 Penalty: 3099.992188
	Iteration 5F: 3 clusters Score -3684994 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3686121.500000 Penalty: 3099.992188
	Iteration 6F: 3 clusters Score -3686122 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3687314.500000 Penalty: 3099.992188
	Iteration 7F: 3 clusters Score -3687314 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3688472.750000 Penalty: 3099.992188
	Iteration 8F: 3 clusters Score -3688473 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3689533.000000 Penalty: 3099.992188
	Iteration 9F: 3 clusters Score -3689533 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3690484.000000 Penalty: 3099.992188
	Iteration 10Q: 3 clusters Score -3690484 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3691358.000000 Penalty: 3099.992188
	Iteration 11Q: 3 clusters Score -3691358 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3692303.250000 Penalty: 3099.992188
	Iteration 12Q: 3 clusters Score -3692303 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3693136.000000 Penalty: 3099.992188
	Iteration 13Q: 3 clusters Score -3693136 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3693749.250000 Penalty: 3099.992188
	Iteration 14Q: 3 clusters Score -3693749 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3694108.500000 Penalty: 3099.992188
	Iteration 15Q: 3 clusters Score -3694108 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3694350.000000 Penalty: 3099.992188
	Iteration 16Q: 3 clusters Score -3694350 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3694485.000000 Penalty: 3099.992188
	Iteration 17Q: 3 clusters Score -3694485 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3694587.000000 Penalty: 3099.992188
	Iteration 18Q: 3 clusters Score -3694587 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3694670.500000 Penalty: 3099.992188
	Iteration 19Q: 3 clusters Score -3694670 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3694754.000000 Penalty: 3099.992188
	Iteration 20F: 3 clusters Score -3694754 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3694808.000000 Penalty: 3099.992188
	Iteration 21Q: 3 clusters Score -3694808 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3694852.750000 Penalty: 3099.992188
	Iteration 22Q: 3 clusters Score -3694853 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3694867.750000 Penalty: 3099.992188
	Iteration 23Q: 3 clusters Score -3694868 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3694885.500000 Penalty: 3099.992188
	Iteration 24Q: 3 clusters Score -3694886 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3694897.500000 Penalty: 3099.992188
	Iteration 25Q: 3 clusters Score -3694898 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3694906.500000 Penalty: 3099.992188
	Iteration 26Q: 3 clusters Score -3694906 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3694934.000000 Penalty: 3099.992188
	Iteration 27Q: 3 clusters Score -3694934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3694936.500000 Penalty: 3099.992188
	Iteration 28Q: 3 clusters Score -3694936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3694943.250000 Penalty: 3099.992188
	Iteration 29Q: 3 clusters Score -3694943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3694953.750000 Penalty: 3099.992188
	Iteration 30Q: 3 clusters Score -3694954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3694956.500000 Penalty: 3099.992188
	Iteration 31Q: 3 clusters Score -3694956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3694957.750000 Penalty: 3099.992188
	Iteration 32Q: 3 clusters Score -3694958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3694960.750000 Penalty: 3099.992188
	Iteration 33Q: 3 clusters Score -3694961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3694965.500000 Penalty: 3099.992188
	Iteration 34Q: 3 clusters Score -3694966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3694967.750000 Penalty: 3099.992188
	Iteration 35Q: 3 clusters Score -3694968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3694967.000000 Penalty: 3099.992188
	Iteration 36Q: 3 clusters Score -3694967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3694965.500000 Penalty: 3099.992188
	Iteration 37Q: 3 clusters Score -3694966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3694966.750000 Penalty: 3099.992188
	Iteration 38Q: 3 clusters Score -3694967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3694971.250000 Penalty: 3099.992188
	Iteration 39Q: 3 clusters Score -3694971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3694971.750000 Penalty: 3099.992188
	Iteration 40F: 3 clusters Score -3694972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3694972.750000 Penalty: 3099.992188
	Iteration 41Q: 3 clusters Score -3694973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3694978.750000 Penalty: 3099.992188
	Iteration 42Q: 3 clusters Score -3694979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3694973.250000 Penalty: 3099.992188
	Iteration 43Q: 3 clusters Score -3694973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3694977.000000 Penalty: 3099.992188
	Iteration 44Q: 3 clusters Score -3694977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3694976.000000 Penalty: 3099.992188
	Iteration 45Q: 3 clusters Score -3694976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3694973.250000 Penalty: 3099.992188
	Iteration 46Q: 3 clusters Score -3694973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3694975.750000 Penalty: 3099.992188
	Iteration 47Q: 3 clusters Score -3694976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3694972.750000 Penalty: 3099.992188
	Iteration 48Q: 3 clusters Score -3694973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3694977.000000 Penalty: 3099.992188
	Iteration 49Q: 3 clusters Score -3694977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3694981.000000 Penalty: 3099.992188
	Iteration 50Q: 3 clusters Score -3694981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3694979.750000 Penalty: 3099.992188
	Iteration 51Q: 3 clusters Score -3694980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3694982.250000 Penalty: 3099.992188
	Iteration 52Q: 3 clusters Score -3694982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3694980.250000 Penalty: 3099.992188
	Iteration 53Q: 3 clusters Score -3694980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3694979.250000 Penalty: 3099.992188
	Iteration 54Q: 3 clusters Score -3694979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3694979.250000 Penalty: 3099.992188
	Iteration 55F: 3 clusters Score -3694979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Entering Unmasked Estep 
Score: -2393133.750000 Penalty: 1498.626465
	Iteration 0F: 2 clusters Score -2393134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2377692.750000 Penalty: 2997.252930
	Iteration 0F: 3 clusters Score -2377693 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2383545.750000 Penalty: 2997.252930
	Iteration 1F: 3 clusters Score -2383546 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2384056.500000 Penalty: 2997.252930
	Iteration 2F: 3 clusters Score -2384056 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2384531.750000 Penalty: 2997.252930
	Iteration 3Q: 3 clusters Score -2384532 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2385007.250000 Penalty: 2997.252930
	Iteration 4Q: 3 clusters Score -2385007 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2385532.750000 Penalty: 2997.252930
	Iteration 5Q: 3 clusters Score -2385533 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2386050.000000 Penalty: 2997.252930
	Iteration 6Q: 3 clusters Score -2386050 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2386510.500000 Penalty: 2997.252930
	Iteration 7Q: 3 clusters Score -2386510 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2386881.250000 Penalty: 2997.252930
	Iteration 8Q: 3 clusters Score -2386881 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2387176.500000 Penalty: 2997.252930
	Iteration 9Q: 3 clusters Score -2387176 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2387442.250000 Penalty: 2997.252930
	Iteration 10Q: 3 clusters Score -2387442 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2387684.500000 Penalty: 2997.252930
	Iteration 11Q: 3 clusters Score -2387684 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2387914.500000 Penalty: 2997.252930
	Iteration 12Q: 3 clusters Score -2387914 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2388164.750000 Penalty: 2997.252930
	Iteration 13Q: 3 clusters Score -2388165 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2388412.500000 Penalty: 2997.252930
	Iteration 14Q: 3 clusters Score -2388412 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2388649.750000 Penalty: 2997.252930
	Iteration 15Q: 3 clusters Score -2388650 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2388938.250000 Penalty: 2997.252930
	Iteration 16Q: 3 clusters Score -2388938 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2389280.500000 Penalty: 2997.252930
	Iteration 17Q: 3 clusters Score -2389280 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2389650.000000 Penalty: 2997.252930
	Iteration 18Q: 3 clusters Score -2389650 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2390090.250000 Penalty: 2997.252930
	Iteration 19Q: 3 clusters Score -2390090 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2390498.250000 Penalty: 2997.252930
	Iteration 20F: 3 clusters Score -2390498 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2390907.000000 Penalty: 2997.252930
	Iteration 21Q: 3 clusters Score -2390907 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2391301.500000 Penalty: 2997.252930
	Iteration 22Q: 3 clusters Score -2391302 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2391600.750000 Penalty: 2997.252930
	Iteration 23Q: 3 clusters Score -2391601 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2391794.750000 Penalty: 2997.252930
	Iteration 24Q: 3 clusters Score -2391795 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2391939.500000 Penalty: 2997.252930
	Iteration 25Q: 3 clusters Score -2391940 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2392013.750000 Penalty: 2997.252930
	Iteration 26Q: 3 clusters Score -2392014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2392062.750000 Penalty: 2997.252930
	Iteration 27Q: 3 clusters Score -2392063 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2392106.000000 Penalty: 2997.252930
	Iteration 28Q: 3 clusters Score -2392106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2392135.000000 Penalty: 2997.252930
	Iteration 29Q: 3 clusters Score -2392135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2392148.000000 Penalty: 2997.252930
	Iteration 30Q: 3 clusters Score -2392148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2392164.250000 Penalty: 2997.252930
	Iteration 31Q: 3 clusters Score -2392164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2392167.750000 Penalty: 2997.252930
	Iteration 32Q: 3 clusters Score -2392168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2392179.250000 Penalty: 2997.252930
	Iteration 33Q: 3 clusters Score -2392179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2392186.750000 Penalty: 2997.252930
	Iteration 34Q: 3 clusters Score -2392187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2392187.000000 Penalty: 2997.252930
	Iteration 35Q: 3 clusters Score -2392187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2392185.750000 Penalty: 2997.252930
	Iteration 36Q: 3 clusters Score -2392186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2392194.500000 Penalty: 2997.252930
	Iteration 37Q: 3 clusters Score -2392194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2392198.500000 Penalty: 2997.252930
	Iteration 38Q: 3 clusters Score -2392198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -2392200.750000 Penalty: 2997.252930
	Iteration 39Q: 3 clusters Score -2392201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -2392202.500000 Penalty: 2997.252930
	Iteration 40F: 3 clusters Score -2392202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2392204.250000 Penalty: 2997.252930
	Iteration 41Q: 3 clusters Score -2392204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2392204.250000 Penalty: 2997.252930
	Iteration 42F: 3 clusters Score -2392204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 97220 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 41371 members 
Mstep: Class 5 contains 2137 members 
Mstep: Class 6 contains 16297 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 54803 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 4210 members 
Mstep: Class 12 contains 101324 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 46601 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 27984 members 
Mstep: Class 17 contains 40236 members 
Mstep: Class 18 contains 106552 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33411 members 
Mstep: Class 21 contains 23657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78728128.000000 Penalty: 48238.179688
Iteration 79Q: 25 clusters Score -7.872813e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 97255 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 41339 members 
Mstep: Class 5 contains 2137 members 
Mstep: Class 6 contains 16699 members 
Mstep: Class 7 contains 24684 members 
Mstep: Class 8 contains 54858 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 10 contains 14957 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 102038 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 45536 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 40257 members 
Mstep: Class 18 contains 106549 members 
Mstep: Class 19 contains 32607 members 
Mstep: Class 20 contains 33730 members 
Mstep: Class 21 contains 23508 members 
Mstep: Class 22 contains 16289 members 
Mstep: Class 23 contains 2108 members 
Mstep: Class 24 contains 6294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78731504.000000 Penalty: 48238.179688
Iteration 80F: 25 clusters Score -7.87315e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 97061 members 
Mstep: Class 3 contains 18176 members 
Mstep: Class 4 contains 41219 members 
Mstep: Class 5 contains 2123 members 
Mstep: Class 6 contains 16932 members 
Mstep: Class 7 contains 24677 members 
Mstep: Class 8 contains 54446 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 15060 members 
Mstep: Class 11 contains 5720 members 
Mstep: Class 12 contains 102626 members 
Mstep: Class 13 contains 1724 members 
Mstep: Class 14 contains 44348 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 16 contains 27939 members 
Mstep: Class 17 contains 40250 members 
Mstep: Class 18 contains 106474 members 
Mstep: Class 19 contains 31975 members 
Mstep: Class 20 contains 33819 members 
Mstep: Class 21 contains 22912 members 
Mstep: Class 22 contains 17142 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 7236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78733664.000000 Penalty: 48238.179688
Iteration 81Q: 25 clusters Score -7.873366e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 96936 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 41121 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 17109 members 
Mstep: Class 7 contains 24676 members 
Mstep: Class 8 contains 54105 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 15113 members 
Mstep: Class 11 contains 6269 members 
Mstep: Class 12 contains 103303 members 
Mstep: Class 13 contains 1730 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 40265 members 
Mstep: Class 18 contains 106458 members 
Mstep: Class 19 contains 31290 members 
Mstep: Class 20 contains 33871 members 
Mstep: Class 21 contains 22538 members 
Mstep: Class 22 contains 17466 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 8037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78735208.000000 Penalty: 48238.179688
Iteration 82Q: 25 clusters Score -7.873521e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 96772 members 
Mstep: Class 3 contains 18176 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 2099 members 
Mstep: Class 6 contains 17254 members 
Mstep: Class 7 contains 24679 members 
Mstep: Class 8 contains 53792 members 
Mstep: Class 9 contains 3946 members 
Mstep: Class 10 contains 15142 members 
Mstep: Class 11 contains 6805 members 
Mstep: Class 12 contains 103947 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 42705 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 27934 members 
Mstep: Class 17 contains 40284 members 
Mstep: Class 18 contains 106458 members 
Mstep: Class 19 contains 30650 members 
Mstep: Class 20 contains 33841 members 
Mstep: Class 21 contains 22342 members 
Mstep: Class 22 contains 17615 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 8696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78736208.000000 Penalty: 48238.179688
Iteration 83Q: 25 clusters Score -7.873621e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 96594 members 
Mstep: Class 3 contains 18178 members 
Mstep: Class 4 contains 40848 members 
Mstep: Class 5 contains 2096 members 
Mstep: Class 6 contains 17374 members 
Mstep: Class 7 contains 24678 members 
Mstep: Class 8 contains 53542 members 
Mstep: Class 9 contains 3941 members 
Mstep: Class 10 contains 15156 members 
Mstep: Class 11 contains 7313 members 
Mstep: Class 12 contains 104583 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 42132 members 
Mstep: Class 15 contains 2029 members 
Mstep: Class 16 contains 27935 members 
Mstep: Class 17 contains 40295 members 
Mstep: Class 18 contains 106454 members 
Mstep: Class 19 contains 30010 members 
Mstep: Class 20 contains 33779 members 
Mstep: Class 21 contains 22239 members 
Mstep: Class 22 contains 17702 members 
Mstep: Class 23 contains 2007 members 
Mstep: Class 24 contains 9261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78736504.000000 Penalty: 48238.179688
Iteration 84Q: 25 clusters Score -7.87365e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 96433 members 
Mstep: Class 3 contains 18177 members 
Mstep: Class 4 contains 40721 members 
Mstep: Class 5 contains 2088 members 
Mstep: Class 6 contains 17494 members 
Mstep: Class 7 contains 24679 members 
Mstep: Class 8 contains 53300 members 
Mstep: Class 9 contains 3937 members 
Mstep: Class 10 contains 15165 members 
Mstep: Class 11 contains 7817 members 
Mstep: Class 12 contains 105204 members 
Mstep: Class 13 contains 1867 members 
Mstep: Class 14 contains 41687 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 40302 members 
Mstep: Class 18 contains 106461 members 
Mstep: Class 19 contains 29390 members 
Mstep: Class 20 contains 33636 members 
Mstep: Class 21 contains 22179 members 
Mstep: Class 22 contains 17748 members 
Mstep: Class 23 contains 2008 members 
Mstep: Class 24 contains 9723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78737248.000000 Penalty: 48238.179688
Iteration 85Q: 25 clusters Score -7.873725e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 96280 members 
Mstep: Class 3 contains 18177 members 
Mstep: Class 4 contains 40599 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 17604 members 
Mstep: Class 7 contains 24681 members 
Mstep: Class 8 contains 53075 members 
Mstep: Class 9 contains 3929 members 
Mstep: Class 10 contains 15169 members 
Mstep: Class 11 contains 8298 members 
Mstep: Class 12 contains 105805 members 
Mstep: Class 13 contains 1940 members 
Mstep: Class 14 contains 41370 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 27942 members 
Mstep: Class 17 contains 40307 members 
Mstep: Class 18 contains 106470 members 
Mstep: Class 19 contains 28777 members 
Mstep: Class 20 contains 33451 members 
Mstep: Class 21 contains 22121 members 
Mstep: Class 22 contains 17768 members 
Mstep: Class 23 contains 2017 members 
Mstep: Class 24 contains 10098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78737688.000000 Penalty: 48238.179688
Iteration 86Q: 25 clusters Score -7.873769e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 96132 members 
Mstep: Class 3 contains 18175 members 
Mstep: Class 4 contains 40490 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 17720 members 
Mstep: Class 7 contains 24681 members 
Mstep: Class 8 contains 52891 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 15176 members 
Mstep: Class 11 contains 8754 members 
Mstep: Class 12 contains 106409 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 14 contains 41127 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 27941 members 
Mstep: Class 17 contains 40309 members 
Mstep: Class 18 contains 106473 members 
Mstep: Class 19 contains 28172 members 
Mstep: Class 20 contains 33238 members 
Mstep: Class 21 contains 22078 members 
Mstep: Class 22 contains 17782 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 10367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78737992.000000 Penalty: 48238.179688
Iteration 87Q: 25 clusters Score -7.873799e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 95983 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 40406 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 17810 members 
Mstep: Class 7 contains 24682 members 
Mstep: Class 8 contains 52751 members 
Mstep: Class 9 contains 3909 members 
Mstep: Class 10 contains 15179 members 
Mstep: Class 11 contains 9156 members 
Mstep: Class 12 contains 107013 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 40930 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 40313 members 
Mstep: Class 18 contains 106473 members 
Mstep: Class 19 contains 27563 members 
Mstep: Class 20 contains 33029 members 
Mstep: Class 21 contains 22034 members 
Mstep: Class 22 contains 17791 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 10622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78738592.000000 Penalty: 48238.179688
Iteration 88Q: 25 clusters Score -7.873859e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 95852 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 40324 members 
Mstep: Class 5 contains 2074 members 
Mstep: Class 6 contains 17902 members 
Mstep: Class 7 contains 24680 members 
Mstep: Class 8 contains 52632 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 10 contains 15181 members 
Mstep: Class 11 contains 9478 members 
Mstep: Class 12 contains 107640 members 
Mstep: Class 13 contains 2133 members 
Mstep: Class 14 contains 40768 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 16 contains 27940 members 
Mstep: Class 17 contains 40315 members 
Mstep: Class 18 contains 106471 members 
Mstep: Class 19 contains 26937 members 
Mstep: Class 20 contains 32834 members 
Mstep: Class 21 contains 22012 members 
Mstep: Class 22 contains 17792 members 
Mstep: Class 23 contains 2085 members 
Mstep: Class 24 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78738512.000000 Penalty: 48238.179688
Iteration 89Q: 25 clusters Score -7.873851e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 95761 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 40261 members 
Mstep: Class 5 contains 2064 members 
Mstep: Class 6 contains 17962 members 
Mstep: Class 7 contains 24681 members 
Mstep: Class 8 contains 52522 members 
Mstep: Class 9 contains 3886 members 
Mstep: Class 10 contains 15181 members 
Mstep: Class 11 contains 9775 members 
Mstep: Class 12 contains 108277 members 
Mstep: Class 13 contains 2183 members 
Mstep: Class 14 contains 40639 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 27938 members 
Mstep: Class 17 contains 40315 members 
Mstep: Class 18 contains 106474 members 
Mstep: Class 19 contains 26306 members 
Mstep: Class 20 contains 32618 members 
Mstep: Class 21 contains 22009 members 
Mstep: Class 22 contains 17788 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 11065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78738728.000000 Penalty: 48238.179688
Iteration 90Q: 25 clusters Score -7.873873e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 95648 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 40195 members 
Mstep: Class 5 contains 2056 members 
Mstep: Class 6 contains 18011 members 
Mstep: Class 7 contains 24682 members 
Mstep: Class 8 contains 52425 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 15182 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 108886 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 14 contains 40525 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 16 contains 27941 members 
Mstep: Class 17 contains 40313 members 
Mstep: Class 18 contains 106480 members 
Mstep: Class 19 contains 25696 members 
Mstep: Class 20 contains 32417 members 
Mstep: Class 21 contains 22003 members 
Mstep: Class 22 contains 17787 members 
Mstep: Class 23 contains 2133 members 
Mstep: Class 24 contains 11280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78739072.000000 Penalty: 48238.179688
Iteration 91Q: 25 clusters Score -7.873907e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 95534 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 40134 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 18047 members 
Mstep: Class 7 contains 24682 members 
Mstep: Class 8 contains 52354 members 
Mstep: Class 9 contains 3861 members 
Mstep: Class 10 contains 15183 members 
Mstep: Class 11 contains 10330 members 
Mstep: Class 12 contains 109469 members 
Mstep: Class 13 contains 2266 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 16 contains 27941 members 
Mstep: Class 17 contains 40307 members 
Mstep: Class 18 contains 106474 members 
Mstep: Class 19 contains 25120 members 
Mstep: Class 20 contains 32229 members 
Mstep: Class 21 contains 22009 members 
Mstep: Class 22 contains 17789 members 
Mstep: Class 23 contains 2151 members 
Mstep: Class 24 contains 11461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78739152.000000 Penalty: 48238.179688
Iteration 92Q: 25 clusters Score -7.873915e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 95426 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 40082 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 18083 members 
Mstep: Class 7 contains 24682 members 
Mstep: Class 8 contains 52301 members 
Mstep: Class 9 contains 3844 members 
Mstep: Class 10 contains 15183 members 
Mstep: Class 11 contains 10572 members 
Mstep: Class 12 contains 110008 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 40331 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 27939 members 
Mstep: Class 17 contains 40305 members 
Mstep: Class 18 contains 106469 members 
Mstep: Class 19 contains 24585 members 
Mstep: Class 20 contains 32064 members 
Mstep: Class 21 contains 22018 members 
Mstep: Class 22 contains 17791 members 
Mstep: Class 23 contains 2175 members 
Mstep: Class 24 contains 11601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78739400.000000 Penalty: 48238.179688
Iteration 93Q: 25 clusters Score -7.87394e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 95336 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 40024 members 
Mstep: Class 5 contains 2038 members 
Mstep: Class 6 contains 18122 members 
Mstep: Class 7 contains 24683 members 
Mstep: Class 8 contains 52262 members 
Mstep: Class 9 contains 3823 members 
Mstep: Class 10 contains 15183 members 
Mstep: Class 11 contains 10783 members 
Mstep: Class 12 contains 110559 members 
Mstep: Class 13 contains 2340 members 
Mstep: Class 14 contains 40239 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 16 contains 27939 members 
Mstep: Class 17 contains 40307 members 
Mstep: Class 18 contains 106474 members 
Mstep: Class 19 contains 24041 members 
Mstep: Class 20 contains 31897 members 
Mstep: Class 21 contains 22030 members 
Mstep: Class 22 contains 17797 members 
Mstep: Class 23 contains 2198 members 
Mstep: Class 24 contains 11742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78739808.000000 Penalty: 48238.179688
Iteration 94Q: 25 clusters Score -7.873981e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 95258 members 
Mstep: Class 3 contains 18174 members 
Mstep: Class 4 contains 39979 members 
Mstep: Class 5 contains 2029 members 
Mstep: Class 6 contains 18151 members 
Mstep: Class 7 contains 24683 members 
Mstep: Class 8 contains 52225 members 
Mstep: Class 9 contains 3806 members 
Mstep: Class 10 contains 15184 members 
Mstep: Class 11 contains 10982 members 
Mstep: Class 12 contains 111074 members 
Mstep: Class 13 contains 2386 members 
Mstep: Class 14 contains 40160 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 27943 members 
Mstep: Class 17 contains 40305 members 
Mstep: Class 18 contains 106473 members 
Mstep: Class 19 contains 23523 members 
Mstep: Class 20 contains 31745 members 
Mstep: Class 21 contains 22041 members 
Mstep: Class 22 contains 17801 members 
Mstep: Class 23 contains 2215 members 
Mstep: Class 24 contains 11858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78740048.000000 Penalty: 48238.179688
Iteration 95Q: 25 clusters Score -7.874005e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 95208 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39929 members 
Mstep: Class 5 contains 2018 members 
Mstep: Class 6 contains 18183 members 
Mstep: Class 7 contains 24683 members 
Mstep: Class 8 contains 52176 members 
Mstep: Class 9 contains 3785 members 
Mstep: Class 10 contains 15185 members 
Mstep: Class 11 contains 11154 members 
Mstep: Class 12 contains 111588 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 40105 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 27944 members 
Mstep: Class 17 contains 40302 members 
Mstep: Class 18 contains 106470 members 
Mstep: Class 19 contains 23012 members 
Mstep: Class 20 contains 31602 members 
Mstep: Class 21 contains 22056 members 
Mstep: Class 22 contains 17806 members 
Mstep: Class 23 contains 2228 members 
Mstep: Class 24 contains 11977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78740376.000000 Penalty: 48238.179688
Iteration 96Q: 25 clusters Score -7.874038e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 95159 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39884 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 18215 members 
Mstep: Class 7 contains 24685 members 
Mstep: Class 8 contains 52143 members 
Mstep: Class 9 contains 3773 members 
Mstep: Class 10 contains 15186 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 112089 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 40056 members 
Mstep: Class 15 contains 1957 members 
Mstep: Class 16 contains 27946 members 
Mstep: Class 17 contains 40297 members 
Mstep: Class 18 contains 106472 members 
Mstep: Class 19 contains 22515 members 
Mstep: Class 20 contains 31484 members 
Mstep: Class 21 contains 22068 members 
Mstep: Class 22 contains 17809 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 12065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78740408.000000 Penalty: 48238.179688
Iteration 97Q: 25 clusters Score -7.874041e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 95115 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39856 members 
Mstep: Class 5 contains 2004 members 
Mstep: Class 6 contains 18236 members 
Mstep: Class 7 contains 24686 members 
Mstep: Class 8 contains 52112 members 
Mstep: Class 9 contains 3756 members 
Mstep: Class 10 contains 15185 members 
Mstep: Class 11 contains 11414 members 
Mstep: Class 12 contains 112593 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 39995 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 27946 members 
Mstep: Class 17 contains 40296 members 
Mstep: Class 18 contains 106473 members 
Mstep: Class 19 contains 22018 members 
Mstep: Class 20 contains 31377 members 
Mstep: Class 21 contains 22091 members 
Mstep: Class 22 contains 17812 members 
Mstep: Class 23 contains 2258 members 
Mstep: Class 24 contains 12137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78740512.000000 Penalty: 48238.179688
Iteration 98Q: 25 clusters Score -7.874051e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 95077 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39838 members 
Mstep: Class 5 contains 1995 members 
Mstep: Class 6 contains 18250 members 
Mstep: Class 7 contains 24685 members 
Mstep: Class 8 contains 52073 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 15184 members 
Mstep: Class 11 contains 11519 members 
Mstep: Class 12 contains 113112 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 39957 members 
Mstep: Class 15 contains 1957 members 
Mstep: Class 16 contains 27944 members 
Mstep: Class 17 contains 40298 members 
Mstep: Class 18 contains 106471 members 
Mstep: Class 19 contains 21508 members 
Mstep: Class 20 contains 31279 members 
Mstep: Class 21 contains 22117 members 
Mstep: Class 22 contains 17810 members 
Mstep: Class 23 contains 2266 members 
Mstep: Class 24 contains 12209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78740808.000000 Penalty: 48238.179688
Iteration 99Q: 25 clusters Score -7.874081e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 95032 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39813 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 18267 members 
Mstep: Class 7 contains 24683 members 
Mstep: Class 8 contains 52039 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 15183 members 
Mstep: Class 11 contains 11612 members 
Mstep: Class 12 contains 113661 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 14 contains 39914 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 27946 members 
Mstep: Class 17 contains 40290 members 
Mstep: Class 18 contains 106461 members 
Mstep: Class 19 contains 20977 members 
Mstep: Class 20 contains 31190 members 
Mstep: Class 21 contains 22150 members 
Mstep: Class 22 contains 17810 members 
Mstep: Class 23 contains 2275 members 
Mstep: Class 24 contains 12299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78740984.000000 Penalty: 48238.179688
Iteration 100F: 25 clusters Score -7.874098e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 94997 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39777 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 18293 members 
Mstep: Class 7 contains 24682 members 
Mstep: Class 8 contains 52002 members 
Mstep: Class 9 contains 3685 members 
Mstep: Class 10 contains 15184 members 
Mstep: Class 11 contains 11710 members 
Mstep: Class 12 contains 114169 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 39874 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 16 contains 27946 members 
Mstep: Class 17 contains 40289 members 
Mstep: Class 18 contains 106461 members 
Mstep: Class 19 contains 20472 members 
Mstep: Class 20 contains 31107 members 
Mstep: Class 21 contains 22165 members 
Mstep: Class 22 contains 17811 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 12377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741080.000000 Penalty: 48238.179688
Iteration 101Q: 25 clusters Score -7.874108e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 94948 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39753 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 18313 members 
Mstep: Class 7 contains 24683 members 
Mstep: Class 8 contains 51974 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 15187 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 12 contains 114663 members 
Mstep: Class 13 contains 2578 members 
Mstep: Class 14 contains 39837 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 27947 members 
Mstep: Class 17 contains 40287 members 
Mstep: Class 18 contains 106461 members 
Mstep: Class 19 contains 19979 members 
Mstep: Class 20 contains 31045 members 
Mstep: Class 21 contains 22176 members 
Mstep: Class 22 contains 17813 members 
Mstep: Class 23 contains 2297 members 
Mstep: Class 24 contains 12435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741152.000000 Penalty: 48238.179688
Iteration 102Q: 25 clusters Score -7.874115e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 94905 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39731 members 
Mstep: Class 5 contains 1981 members 
Mstep: Class 6 contains 18332 members 
Mstep: Class 7 contains 24684 members 
Mstep: Class 8 contains 51949 members 
Mstep: Class 9 contains 3643 members 
Mstep: Class 10 contains 15189 members 
Mstep: Class 11 contains 11884 members 
Mstep: Class 12 contains 115128 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 39805 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 16 contains 27947 members 
Mstep: Class 17 contains 40283 members 
Mstep: Class 18 contains 106459 members 
Mstep: Class 19 contains 19509 members 
Mstep: Class 20 contains 30993 members 
Mstep: Class 21 contains 22195 members 
Mstep: Class 22 contains 17817 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 12478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741384.000000 Penalty: 48238.179688
Iteration 103Q: 25 clusters Score -7.874138e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 94857 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39721 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 18346 members 
Mstep: Class 7 contains 24685 members 
Mstep: Class 8 contains 51918 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 15189 members 
Mstep: Class 11 contains 11953 members 
Mstep: Class 12 contains 115603 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 39780 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 16 contains 27947 members 
Mstep: Class 17 contains 40281 members 
Mstep: Class 18 contains 106458 members 
Mstep: Class 19 contains 19043 members 
Mstep: Class 20 contains 30926 members 
Mstep: Class 21 contains 22205 members 
Mstep: Class 22 contains 17818 members 
Mstep: Class 23 contains 2308 members 
Mstep: Class 24 contains 12539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741520.000000 Penalty: 48238.179688
Iteration 104Q: 25 clusters Score -7.874152e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 94813 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39705 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 18366 members 
Mstep: Class 7 contains 24685 members 
Mstep: Class 8 contains 51897 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 15189 members 
Mstep: Class 11 contains 12005 members 
Mstep: Class 12 contains 116012 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 39753 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 27949 members 
Mstep: Class 17 contains 40274 members 
Mstep: Class 18 contains 106451 members 
Mstep: Class 19 contains 18646 members 
Mstep: Class 20 contains 30883 members 
Mstep: Class 21 contains 22221 members 
Mstep: Class 22 contains 17816 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 12593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741688.000000 Penalty: 48238.179688
Iteration 105Q: 25 clusters Score -7.874169e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 94780 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39693 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 18387 members 
Mstep: Class 7 contains 24686 members 
Mstep: Class 8 contains 51876 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 15190 members 
Mstep: Class 11 contains 12063 members 
Mstep: Class 12 contains 116346 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 39731 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 27948 members 
Mstep: Class 17 contains 40273 members 
Mstep: Class 18 contains 106444 members 
Mstep: Class 19 contains 18318 members 
Mstep: Class 20 contains 30833 members 
Mstep: Class 21 contains 22230 members 
Mstep: Class 22 contains 17816 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 12642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741568.000000 Penalty: 48238.179688
Iteration 106Q: 25 clusters Score -7.874157e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 94737 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39675 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 18404 members 
Mstep: Class 7 contains 24687 members 
Mstep: Class 8 contains 51847 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 15192 members 
Mstep: Class 11 contains 12137 members 
Mstep: Class 12 contains 116643 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 39709 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 27950 members 
Mstep: Class 17 contains 40272 members 
Mstep: Class 18 contains 106448 members 
Mstep: Class 19 contains 18003 members 
Mstep: Class 20 contains 30788 members 
Mstep: Class 21 contains 22256 members 
Mstep: Class 22 contains 17816 members 
Mstep: Class 23 contains 2329 members 
Mstep: Class 24 contains 12689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741656.000000 Penalty: 48238.179688
Iteration 107Q: 25 clusters Score -7.874166e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 94697 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39655 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 18415 members 
Mstep: Class 7 contains 24687 members 
Mstep: Class 8 contains 51834 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 15194 members 
Mstep: Class 11 contains 12205 members 
Mstep: Class 12 contains 116944 members 
Mstep: Class 13 contains 2718 members 
Mstep: Class 14 contains 39687 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 27951 members 
Mstep: Class 17 contains 40270 members 
Mstep: Class 18 contains 106444 members 
Mstep: Class 19 contains 17692 members 
Mstep: Class 20 contains 30748 members 
Mstep: Class 21 contains 22292 members 
Mstep: Class 22 contains 17817 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 12724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741872.000000 Penalty: 48238.179688
Iteration 108Q: 25 clusters Score -7.874187e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 94666 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39645 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 18429 members 
Mstep: Class 7 contains 24687 members 
Mstep: Class 8 contains 51820 members 
Mstep: Class 9 contains 3502 members 
Mstep: Class 10 contains 15196 members 
Mstep: Class 11 contains 12269 members 
Mstep: Class 12 contains 117235 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 39671 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 27951 members 
Mstep: Class 17 contains 40272 members 
Mstep: Class 18 contains 106444 members 
Mstep: Class 19 contains 17383 members 
Mstep: Class 20 contains 30701 members 
Mstep: Class 21 contains 22333 members 
Mstep: Class 22 contains 17817 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 12747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741688.000000 Penalty: 48238.179688
Iteration 109Q: 25 clusters Score -7.874169e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 94621 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39627 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 18446 members 
Mstep: Class 7 contains 24688 members 
Mstep: Class 8 contains 51800 members 
Mstep: Class 9 contains 3477 members 
Mstep: Class 10 contains 15197 members 
Mstep: Class 11 contains 12331 members 
Mstep: Class 12 contains 117524 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 39656 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40273 members 
Mstep: Class 18 contains 106439 members 
Mstep: Class 19 contains 17084 members 
Mstep: Class 20 contains 30652 members 
Mstep: Class 21 contains 22365 members 
Mstep: Class 22 contains 17817 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 12787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741752.000000 Penalty: 48238.179688
Iteration 110Q: 25 clusters Score -7.874175e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 94567 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39612 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 18462 members 
Mstep: Class 7 contains 24690 members 
Mstep: Class 8 contains 51785 members 
Mstep: Class 9 contains 3454 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 12379 members 
Mstep: Class 12 contains 117788 members 
Mstep: Class 13 contains 2772 members 
Mstep: Class 14 contains 39647 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40268 members 
Mstep: Class 18 contains 106435 members 
Mstep: Class 19 contains 16817 members 
Mstep: Class 20 contains 30621 members 
Mstep: Class 21 contains 22393 members 
Mstep: Class 22 contains 17819 members 
Mstep: Class 23 contains 2346 members 
Mstep: Class 24 contains 12824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741800.000000 Penalty: 48238.179688
Iteration 111Q: 25 clusters Score -7.87418e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 94538 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39602 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 18474 members 
Mstep: Class 7 contains 24690 members 
Mstep: Class 8 contains 51764 members 
Mstep: Class 9 contains 3427 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 12427 members 
Mstep: Class 12 contains 118015 members 
Mstep: Class 13 contains 2789 members 
Mstep: Class 14 contains 39630 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40268 members 
Mstep: Class 18 contains 106433 members 
Mstep: Class 19 contains 16593 members 
Mstep: Class 20 contains 30586 members 
Mstep: Class 21 contains 22409 members 
Mstep: Class 22 contains 17821 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 12863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741872.000000 Penalty: 48238.179688
Iteration 112Q: 25 clusters Score -7.874187e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 94516 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39589 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 18481 members 
Mstep: Class 7 contains 24690 members 
Mstep: Class 8 contains 51756 members 
Mstep: Class 9 contains 3399 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 12471 members 
Mstep: Class 12 contains 118245 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 39610 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 40267 members 
Mstep: Class 18 contains 106434 members 
Mstep: Class 19 contains 16370 members 
Mstep: Class 20 contains 30552 members 
Mstep: Class 21 contains 22417 members 
Mstep: Class 22 contains 17825 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 12901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741856.000000 Penalty: 48238.179688
Iteration 113Q: 25 clusters Score -7.874186e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 94491 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 18489 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 51750 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 12497 members 
Mstep: Class 12 contains 118434 members 
Mstep: Class 13 contains 2812 members 
Mstep: Class 14 contains 39600 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 40265 members 
Mstep: Class 18 contains 106437 members 
Mstep: Class 19 contains 16162 members 
Mstep: Class 20 contains 30525 members 
Mstep: Class 21 contains 22437 members 
Mstep: Class 22 contains 17828 members 
Mstep: Class 23 contains 2356 members 
Mstep: Class 24 contains 12935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741784.000000 Penalty: 48238.179688
Iteration 114Q: 25 clusters Score -7.874178e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 94481 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39564 members 
Mstep: Class 5 contains 1971 members 
Mstep: Class 6 contains 18492 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 51754 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 15203 members 
Mstep: Class 11 contains 12520 members 
Mstep: Class 12 contains 118624 members 
Mstep: Class 13 contains 2822 members 
Mstep: Class 14 contains 39594 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 40262 members 
Mstep: Class 18 contains 106441 members 
Mstep: Class 19 contains 15961 members 
Mstep: Class 20 contains 30506 members 
Mstep: Class 21 contains 22454 members 
Mstep: Class 22 contains 17828 members 
Mstep: Class 23 contains 2364 members 
Mstep: Class 24 contains 12945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741824.000000 Penalty: 48238.179688
Iteration 115Q: 25 clusters Score -7.874182e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 94466 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39556 members 
Mstep: Class 5 contains 1971 members 
Mstep: Class 6 contains 18495 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 51750 members 
Mstep: Class 9 contains 3349 members 
Mstep: Class 10 contains 15203 members 
Mstep: Class 11 contains 12538 members 
Mstep: Class 12 contains 118811 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 39579 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 27957 members 
Mstep: Class 17 contains 40261 members 
Mstep: Class 18 contains 106443 members 
Mstep: Class 19 contains 15766 members 
Mstep: Class 20 contains 30484 members 
Mstep: Class 21 contains 22473 members 
Mstep: Class 22 contains 17829 members 
Mstep: Class 23 contains 2374 members 
Mstep: Class 24 contains 12970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741912.000000 Penalty: 48238.179688
Iteration 116Q: 25 clusters Score -7.874191e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 94449 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39546 members 
Mstep: Class 5 contains 1971 members 
Mstep: Class 6 contains 18500 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 51752 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 15204 members 
Mstep: Class 11 contains 12569 members 
Mstep: Class 12 contains 118988 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 39560 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 27957 members 
Mstep: Class 17 contains 40260 members 
Mstep: Class 18 contains 106442 members 
Mstep: Class 19 contains 15575 members 
Mstep: Class 20 contains 30458 members 
Mstep: Class 21 contains 22495 members 
Mstep: Class 22 contains 17827 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 12987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78741944.000000 Penalty: 48238.179688
Iteration 117Q: 25 clusters Score -7.874194e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 94431 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39539 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 18509 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 51751 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 15203 members 
Mstep: Class 11 contains 12591 members 
Mstep: Class 12 contains 119156 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 39539 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 27958 members 
Mstep: Class 17 contains 40261 members 
Mstep: Class 18 contains 106442 members 
Mstep: Class 19 contains 15399 members 
Mstep: Class 20 contains 30427 members 
Mstep: Class 21 contains 22514 members 
Mstep: Class 22 contains 17827 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 13023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78742000.000000 Penalty: 48238.179688
Iteration 118Q: 25 clusters Score -7.8742e+07 nChanged 356
Entering ConstructFrom: 
Score: -78742000.000000 Penalty: 48238.179688
Entering ConstructFrom: 
Trying to split cluster 1 (14958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Entering Unmasked Estep 
Score: -1675822.250000 Penalty: 1430.414673
	Iteration 0F: 2 clusters Score -1675822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1666014.125000 Penalty: 2860.829346
	Iteration 0F: 3 clusters Score -1666014 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1669475.500000 Penalty: 2860.829346
	Iteration 1F: 3 clusters Score -1669476 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1669887.875000 Penalty: 2860.829346
	Iteration 2F: 3 clusters Score -1669888 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1670272.125000 Penalty: 2860.829346
	Iteration 3F: 3 clusters Score -1670272 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1670698.125000 Penalty: 2860.829346
	Iteration 4F: 3 clusters Score -1670698 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1671225.500000 Penalty: 2860.829346
	Iteration 5F: 3 clusters Score -1671226 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1671848.500000 Penalty: 2860.829346
	Iteration 6F: 3 clusters Score -1671848 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1672463.250000 Penalty: 2860.829346
	Iteration 7F: 3 clusters Score -1672463 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1673007.875000 Penalty: 2860.829346
	Iteration 8F: 3 clusters Score -1673008 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1673449.375000 Penalty: 2860.829346
	Iteration 9Q: 3 clusters Score -1673449 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1673803.500000 Penalty: 2860.829346
	Iteration 10Q: 3 clusters Score -1673804 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1674064.250000 Penalty: 2860.829346
	Iteration 11Q: 3 clusters Score -1674064 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1674256.250000 Penalty: 2860.829346
	Iteration 12Q: 3 clusters Score -1674256 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1674398.250000 Penalty: 2860.829346
	Iteration 13Q: 3 clusters Score -1674398 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1674511.375000 Penalty: 2860.829346
	Iteration 14Q: 3 clusters Score -1674511 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1674592.875000 Penalty: 2860.829346
	Iteration 15Q: 3 clusters Score -1674593 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1674646.875000 Penalty: 2860.829346
	Iteration 16Q: 3 clusters Score -1674647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1674684.750000 Penalty: 2860.829346
	Iteration 17Q: 3 clusters Score -1674685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1674711.000000 Penalty: 2860.829346
	Iteration 18Q: 3 clusters Score -1674711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1674719.875000 Penalty: 2860.829346
	Iteration 19Q: 3 clusters Score -1674720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1674731.500000 Penalty: 2860.829346
	Iteration 20F: 3 clusters Score -1674732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1674738.250000 Penalty: 2860.829346
	Iteration 21Q: 3 clusters Score -1674738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1674747.625000 Penalty: 2860.829346
	Iteration 22Q: 3 clusters Score -1674748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1674747.625000 Penalty: 2860.829346
	Iteration 23Q: 3 clusters Score -1674748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1674749.875000 Penalty: 2860.829346
	Iteration 24Q: 3 clusters Score -1674750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1674750.000000 Penalty: 2860.829346
	Iteration 25Q: 3 clusters Score -1674750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1674750.875000 Penalty: 2860.829346
	Iteration 26Q: 3 clusters Score -1674751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1674754.375000 Penalty: 2860.829346
	Iteration 27Q: 3 clusters Score -1674754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1674757.750000 Penalty: 2860.829346
	Iteration 28Q: 3 clusters Score -1674758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1674756.375000 Penalty: 2860.829346
	Iteration 29Q: 3 clusters Score -1674756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1674756.375000 Penalty: 2860.829346
	Iteration 30F: 3 clusters Score -1674756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94408 members 
Entering Unmasked Estep 
Score: -10458693.000000 Penalty: 1704.560791
	Iteration 0F: 2 clusters Score -1.045869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -10396661.000000 Penalty: 3409.121582
	Iteration 0F: 3 clusters Score -1.039666e+07 nChanged 44737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -10422523.000000 Penalty: 3409.121582
	Iteration 1F: 3 clusters Score -1.042252e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -10423682.000000 Penalty: 3409.121582
	Iteration 2Q: 3 clusters Score -1.042368e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -10425409.000000 Penalty: 3409.121582
	Iteration 3Q: 3 clusters Score -1.042541e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -10427904.000000 Penalty: 3409.121582
	Iteration 4F: 3 clusters Score -1.04279e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -10431290.000000 Penalty: 3409.121582
	Iteration 5F: 3 clusters Score -1.043129e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -10435815.000000 Penalty: 3409.121582
	Iteration 6F: 3 clusters Score -1.043582e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -10440968.000000 Penalty: 3409.121582
	Iteration 7F: 3 clusters Score -1.044097e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -10446124.000000 Penalty: 3409.121582
	Iteration 8F: 3 clusters Score -1.044612e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -10450566.000000 Penalty: 3409.121582
	Iteration 9F: 3 clusters Score -1.045057e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -10453677.000000 Penalty: 3409.121582
	Iteration 10Q: 3 clusters Score -1.045368e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -10455429.000000 Penalty: 3409.121582
	Iteration 11Q: 3 clusters Score -1.045543e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -10456327.000000 Penalty: 3409.121582
	Iteration 12Q: 3 clusters Score -1.045633e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -10456800.000000 Penalty: 3409.121582
	Iteration 13Q: 3 clusters Score -1.04568e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -10457009.000000 Penalty: 3409.121582
	Iteration 14Q: 3 clusters Score -1.045701e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -10457127.000000 Penalty: 3409.121582
	Iteration 15Q: 3 clusters Score -1.045713e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -10457217.000000 Penalty: 3409.121582
	Iteration 16Q: 3 clusters Score -1.045722e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -10457273.000000 Penalty: 3409.121582
	Iteration 17Q: 3 clusters Score -1.045727e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -10457304.000000 Penalty: 3409.121582
	Iteration 18Q: 3 clusters Score -1.04573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 93813 members 
Entering Unmasked Estep 
Score: -10457344.000000 Penalty: 3409.121582
	Iteration 19Q: 3 clusters Score -1.045734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 93830 members 
Entering Unmasked Estep 
Score: -10457360.000000 Penalty: 3409.121582
	Iteration 20F: 3 clusters Score -1.045736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -10457368.000000 Penalty: 3409.121582
	Iteration 21Q: 3 clusters Score -1.045737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -10457366.000000 Penalty: 3409.121582
	Iteration 22Q: 3 clusters Score -1.045737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -10457376.000000 Penalty: 3409.121582
	Iteration 23Q: 3 clusters Score -1.045738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 93865 members 
Entering Unmasked Estep 
Score: -10457373.000000 Penalty: 3409.121582
	Iteration 24Q: 3 clusters Score -1.045737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -10457366.000000 Penalty: 3409.121582
	Iteration 25Q: 3 clusters Score -1.045737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -10457365.000000 Penalty: 3409.121582
	Iteration 26Q: 3 clusters Score -1.045736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -10457366.000000 Penalty: 3409.121582
	Iteration 27Q: 3 clusters Score -1.045737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -10457364.000000 Penalty: 3409.121582
	Iteration 28Q: 3 clusters Score -1.045736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -10457364.000000 Penalty: 3409.121582
	Iteration 29F: 3 clusters Score -1.045736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Entering Unmasked Estep 
Score: -2026618.625000 Penalty: 1459.384644
	Iteration 0F: 2 clusters Score -2026619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2014717.125000 Penalty: 2918.769287
	Iteration 0F: 3 clusters Score -2014717 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2018891.000000 Penalty: 2918.769287
	Iteration 1F: 3 clusters Score -2018891 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2019351.750000 Penalty: 2918.769287
	Iteration 2F: 3 clusters Score -2019352 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2019729.375000 Penalty: 2918.769287
	Iteration 3Q: 3 clusters Score -2019729 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2020062.000000 Penalty: 2918.769287
	Iteration 4Q: 3 clusters Score -2020062 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2020367.625000 Penalty: 2918.769287
	Iteration 5Q: 3 clusters Score -2020368 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2020654.750000 Penalty: 2918.769287
	Iteration 6Q: 3 clusters Score -2020655 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2020931.250000 Penalty: 2918.769287
	Iteration 7Q: 3 clusters Score -2020931 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2021231.000000 Penalty: 2918.769287
	Iteration 8Q: 3 clusters Score -2021231 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2021520.125000 Penalty: 2918.769287
	Iteration 9Q: 3 clusters Score -2021520 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2021830.250000 Penalty: 2918.769287
	Iteration 10Q: 3 clusters Score -2021830 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2022213.250000 Penalty: 2918.769287
	Iteration 11Q: 3 clusters Score -2022213 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2022635.625000 Penalty: 2918.769287
	Iteration 12Q: 3 clusters Score -2022636 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2023128.875000 Penalty: 2918.769287
	Iteration 13Q: 3 clusters Score -2023129 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2023592.000000 Penalty: 2918.769287
	Iteration 14Q: 3 clusters Score -2023592 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2023991.000000 Penalty: 2918.769287
	Iteration 15Q: 3 clusters Score -2023991 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2024356.375000 Penalty: 2918.769287
	Iteration 16Q: 3 clusters Score -2024356 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2024642.500000 Penalty: 2918.769287
	Iteration 17Q: 3 clusters Score -2024642 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2024855.750000 Penalty: 2918.769287
	Iteration 18Q: 3 clusters Score -2024856 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2025012.500000 Penalty: 2918.769287
	Iteration 19Q: 3 clusters Score -2025012 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2025124.375000 Penalty: 2918.769287
	Iteration 20F: 3 clusters Score -2025124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2025218.500000 Penalty: 2918.769287
	Iteration 21Q: 3 clusters Score -2025218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2025285.500000 Penalty: 2918.769287
	Iteration 22Q: 3 clusters Score -2025286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2025338.625000 Penalty: 2918.769287
	Iteration 23Q: 3 clusters Score -2025339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2025385.125000 Penalty: 2918.769287
	Iteration 24Q: 3 clusters Score -2025385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2025421.500000 Penalty: 2918.769287
	Iteration 25Q: 3 clusters Score -2025422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2025451.500000 Penalty: 2918.769287
	Iteration 26Q: 3 clusters Score -2025452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2025469.000000 Penalty: 2918.769287
	Iteration 27Q: 3 clusters Score -2025469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2025472.750000 Penalty: 2918.769287
	Iteration 28Q: 3 clusters Score -2025473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2025473.500000 Penalty: 2918.769287
	Iteration 29Q: 3 clusters Score -2025474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2025482.125000 Penalty: 2918.769287
	Iteration 30Q: 3 clusters Score -2025482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2025480.125000 Penalty: 2918.769287
	Iteration 31Q: 3 clusters Score -2025480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2025481.000000 Penalty: 2918.769287
	Iteration 32Q: 3 clusters Score -2025481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2025481.375000 Penalty: 2918.769287
	Iteration 33Q: 3 clusters Score -2025481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2025483.500000 Penalty: 2918.769287
	Iteration 34Q: 3 clusters Score -2025484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2025489.250000 Penalty: 2918.769287
	Iteration 35Q: 3 clusters Score -2025489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2025492.875000 Penalty: 2918.769287
	Iteration 36Q: 3 clusters Score -2025493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2025492.750000 Penalty: 2918.769287
	Iteration 37Q: 3 clusters Score -2025493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2025492.500000 Penalty: 2918.769287
	Iteration 38Q: 3 clusters Score -2025492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2025494.625000 Penalty: 2918.769287
	Iteration 39Q: 3 clusters Score -2025495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2025495.500000 Penalty: 2918.769287
	Iteration 40F: 3 clusters Score -2025496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Entering Unmasked Estep 
Score: -4397843.500000 Penalty: 1575.035522
	Iteration 0F: 2 clusters Score -4397844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4372116.000000 Penalty: 3150.071045
	Iteration 0F: 3 clusters Score -4372116 nChanged 18043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -4382198.000000 Penalty: 3150.071045
	Iteration 1F: 3 clusters Score -4382198 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4382982.500000 Penalty: 3150.071045
	Iteration 2F: 3 clusters Score -4382982 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -4383720.000000 Penalty: 3150.071045
	Iteration 3Q: 3 clusters Score -4383720 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4384500.000000 Penalty: 3150.071045
	Iteration 4Q: 3 clusters Score -4384500 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4385320.000000 Penalty: 3150.071045
	Iteration 5Q: 3 clusters Score -4385320 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -4386281.000000 Penalty: 3150.071045
	Iteration 6Q: 3 clusters Score -4386281 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -4387412.000000 Penalty: 3150.071045
	Iteration 7F: 3 clusters Score -4387412 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -4388776.500000 Penalty: 3150.071045
	Iteration 8F: 3 clusters Score -4388776 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -4390360.500000 Penalty: 3150.071045
	Iteration 9F: 3 clusters Score -4390360 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4392096.500000 Penalty: 3150.071045
	Iteration 10F: 3 clusters Score -4392096 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4393687.000000 Penalty: 3150.071045
	Iteration 11F: 3 clusters Score -4393687 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4394871.000000 Penalty: 3150.071045
	Iteration 12Q: 3 clusters Score -4394871 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4395631.500000 Penalty: 3150.071045
	Iteration 13Q: 3 clusters Score -4395632 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4396062.000000 Penalty: 3150.071045
	Iteration 14Q: 3 clusters Score -4396062 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4396311.000000 Penalty: 3150.071045
	Iteration 15Q: 3 clusters Score -4396311 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4396418.500000 Penalty: 3150.071045
	Iteration 16Q: 3 clusters Score -4396418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4396474.500000 Penalty: 3150.071045
	Iteration 17Q: 3 clusters Score -4396474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4396501.000000 Penalty: 3150.071045
	Iteration 18Q: 3 clusters Score -4396501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4396511.500000 Penalty: 3150.071045
	Iteration 19Q: 3 clusters Score -4396512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4396527.500000 Penalty: 3150.071045
	Iteration 20F: 3 clusters Score -4396528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4396535.500000 Penalty: 3150.071045
	Iteration 21Q: 3 clusters Score -4396536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4396549.500000 Penalty: 3150.071045
	Iteration 22Q: 3 clusters Score -4396550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4396555.500000 Penalty: 3150.071045
	Iteration 23Q: 3 clusters Score -4396556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4396565.500000 Penalty: 3150.071045
	Iteration 24Q: 3 clusters Score -4396566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4396574.500000 Penalty: 3150.071045
	Iteration 25Q: 3 clusters Score -4396574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4396583.500000 Penalty: 3150.071045
	Iteration 26Q: 3 clusters Score -4396584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4396590.500000 Penalty: 3150.071045
	Iteration 27Q: 3 clusters Score -4396590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4396588.500000 Penalty: 3150.071045
	Iteration 28Q: 3 clusters Score -4396588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4396591.500000 Penalty: 3150.071045
	Iteration 29Q: 3 clusters Score -4396592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4396593.500000 Penalty: 3150.071045
	Iteration 30Q: 3 clusters Score -4396594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4396596.500000 Penalty: 3150.071045
	Iteration 31Q: 3 clusters Score -4396596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4396601.000000 Penalty: 3150.071045
	Iteration 32Q: 3 clusters Score -4396601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4396594.000000 Penalty: 3150.071045
	Iteration 33Q: 3 clusters Score -4396594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4396601.000000 Penalty: 3150.071045
	Iteration 34Q: 3 clusters Score -4396601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4396599.500000 Penalty: 3150.071045
	Iteration 35Q: 3 clusters Score -4396600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4396599.500000 Penalty: 3150.071045
	Iteration 36F: 3 clusters Score -4396600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -207755.140625 Penalty: 1128.916382
	Iteration 0F: 2 clusters Score -207755.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -205892.531250 Penalty: 2257.832764
	Iteration 0F: 3 clusters Score -205892.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -206338.765625 Penalty: 2257.832764
	Iteration 1F: 3 clusters Score -206338.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -206475.984375 Penalty: 2257.832764
	Iteration 2F: 3 clusters Score -206476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -206560.562500 Penalty: 2257.832764
	Iteration 3Q: 3 clusters Score -206560.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -206608.937500 Penalty: 2257.832764
	Iteration 4Q: 3 clusters Score -206608.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -206637.921875 Penalty: 2257.832764
	Iteration 5Q: 3 clusters Score -206637.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -206652.312500 Penalty: 2257.832764
	Iteration 6Q: 3 clusters Score -206652.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -206661.296875 Penalty: 2257.832764
	Iteration 7Q: 3 clusters Score -206661.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -206671.125000 Penalty: 2257.832764
	Iteration 8Q: 3 clusters Score -206671.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -206677.156250 Penalty: 2257.832764
	Iteration 9Q: 3 clusters Score -206677.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -206685.859375 Penalty: 2257.832764
	Iteration 10Q: 3 clusters Score -206685.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -206693.984375 Penalty: 2257.832764
	Iteration 11Q: 3 clusters Score -206694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -206707.312500 Penalty: 2257.832764
	Iteration 12Q: 3 clusters Score -206707.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -206716.765625 Penalty: 2257.832764
	Iteration 13Q: 3 clusters Score -206716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206720.984375 Penalty: 2257.832764
	Iteration 14Q: 3 clusters Score -206721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -206725.250000 Penalty: 2257.832764
	Iteration 15Q: 3 clusters Score -206725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -206726.375000 Penalty: 2257.832764
	Iteration 16Q: 3 clusters Score -206726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -206727.859375 Penalty: 2257.832764
	Iteration 17Q: 3 clusters Score -206727.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -206729.671875 Penalty: 2257.832764
	Iteration 18Q: 3 clusters Score -206729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -206730.781250 Penalty: 2257.832764
	Iteration 19Q: 3 clusters Score -206730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -206732.125000 Penalty: 2257.832764
	Iteration 20F: 3 clusters Score -206732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -206734.140625 Penalty: 2257.832764
	Iteration 21Q: 3 clusters Score -206734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -206735.656250 Penalty: 2257.832764
	Iteration 22Q: 3 clusters Score -206735.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -206736.296875 Penalty: 2257.832764
	Iteration 23Q: 3 clusters Score -206736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -206736.781250 Penalty: 2257.832764
	Iteration 24Q: 3 clusters Score -206736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -206737.562500 Penalty: 2257.832764
	Iteration 25Q: 3 clusters Score -206737.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -206737.750000 Penalty: 2257.832764
	Iteration 26Q: 3 clusters Score -206737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -206738.359375 Penalty: 2257.832764
	Iteration 27Q: 3 clusters Score -206738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -206738.359375 Penalty: 2257.832764
	Iteration 28F: 3 clusters Score -206738.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Entering Unmasked Estep 
Score: -1989245.375000 Penalty: 1462.191040
	Iteration 0F: 2 clusters Score -1989245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1977233.500000 Penalty: 2924.382080
	Iteration 0F: 3 clusters Score -1977234 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1981527.375000 Penalty: 2924.382080
	Iteration 1F: 3 clusters Score -1981527 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1982104.375000 Penalty: 2924.382080
	Iteration 2F: 3 clusters Score -1982104 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1982774.625000 Penalty: 2924.382080
	Iteration 3F: 3 clusters Score -1982775 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1983575.625000 Penalty: 2924.382080
	Iteration 4F: 3 clusters Score -1983576 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1984422.125000 Penalty: 2924.382080
	Iteration 5F: 3 clusters Score -1984422 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1985221.750000 Penalty: 2924.382080
	Iteration 6F: 3 clusters Score -1985222 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1985922.375000 Penalty: 2924.382080
	Iteration 7F: 3 clusters Score -1985922 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1986564.000000 Penalty: 2924.382080
	Iteration 8Q: 3 clusters Score -1986564 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1987021.500000 Penalty: 2924.382080
	Iteration 9Q: 3 clusters Score -1987022 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1987353.250000 Penalty: 2924.382080
	Iteration 10Q: 3 clusters Score -1987353 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1987595.375000 Penalty: 2924.382080
	Iteration 11Q: 3 clusters Score -1987595 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1987773.125000 Penalty: 2924.382080
	Iteration 12Q: 3 clusters Score -1987773 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1987884.750000 Penalty: 2924.382080
	Iteration 13Q: 3 clusters Score -1987885 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1987970.000000 Penalty: 2924.382080
	Iteration 14Q: 3 clusters Score -1987970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1988020.375000 Penalty: 2924.382080
	Iteration 15Q: 3 clusters Score -1988020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1988066.750000 Penalty: 2924.382080
	Iteration 16Q: 3 clusters Score -1988067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1988098.000000 Penalty: 2924.382080
	Iteration 17Q: 3 clusters Score -1988098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1988116.250000 Penalty: 2924.382080
	Iteration 18Q: 3 clusters Score -1988116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1988127.375000 Penalty: 2924.382080
	Iteration 19Q: 3 clusters Score -1988127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1988130.500000 Penalty: 2924.382080
	Iteration 20F: 3 clusters Score -1988130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1988138.625000 Penalty: 2924.382080
	Iteration 21Q: 3 clusters Score -1988139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1988141.000000 Penalty: 2924.382080
	Iteration 22Q: 3 clusters Score -1988141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1988146.375000 Penalty: 2924.382080
	Iteration 23Q: 3 clusters Score -1988146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1988150.875000 Penalty: 2924.382080
	Iteration 24Q: 3 clusters Score -1988151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1988157.375000 Penalty: 2924.382080
	Iteration 25Q: 3 clusters Score -1988157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1988166.250000 Penalty: 2924.382080
	Iteration 26Q: 3 clusters Score -1988166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1988171.125000 Penalty: 2924.382080
	Iteration 27Q: 3 clusters Score -1988171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1988172.625000 Penalty: 2924.382080
	Iteration 28Q: 3 clusters Score -1988173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1988172.750000 Penalty: 2924.382080
	Iteration 29Q: 3 clusters Score -1988173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1988172.625000 Penalty: 2924.382080
	Iteration 30Q: 3 clusters Score -1988173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1988174.375000 Penalty: 2924.382080
	Iteration 31Q: 3 clusters Score -1988174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1988176.750000 Penalty: 2924.382080
	Iteration 32Q: 3 clusters Score -1988177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1988176.750000 Penalty: 2924.382080
	Iteration 33F: 3 clusters Score -1988177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Entering Unmasked Estep 
Score: -2764891.000000 Penalty: 1504.979980
	Iteration 0F: 2 clusters Score -2764891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2748843.750000 Penalty: 3009.959961
	Iteration 0F: 3 clusters Score -2748844 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2754883.500000 Penalty: 3009.959961
	Iteration 1F: 3 clusters Score -2754884 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2755508.500000 Penalty: 3009.959961
	Iteration 2F: 3 clusters Score -2755508 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2756237.500000 Penalty: 3009.959961
	Iteration 3F: 3 clusters Score -2756238 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2757101.000000 Penalty: 3009.959961
	Iteration 4F: 3 clusters Score -2757101 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2758012.750000 Penalty: 3009.959961
	Iteration 5F: 3 clusters Score -2758013 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2758883.500000 Penalty: 3009.959961
	Iteration 6F: 3 clusters Score -2758884 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2759727.250000 Penalty: 3009.959961
	Iteration 7F: 3 clusters Score -2759727 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2760559.250000 Penalty: 3009.959961
	Iteration 8Q: 3 clusters Score -2760559 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2761347.500000 Penalty: 3009.959961
	Iteration 9Q: 3 clusters Score -2761348 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2761977.500000 Penalty: 3009.959961
	Iteration 10Q: 3 clusters Score -2761978 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2762514.250000 Penalty: 3009.959961
	Iteration 11Q: 3 clusters Score -2762514 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2762925.750000 Penalty: 3009.959961
	Iteration 12Q: 3 clusters Score -2762926 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2763193.750000 Penalty: 3009.959961
	Iteration 13Q: 3 clusters Score -2763194 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2763384.750000 Penalty: 3009.959961
	Iteration 14Q: 3 clusters Score -2763385 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2763494.000000 Penalty: 3009.959961
	Iteration 15Q: 3 clusters Score -2763494 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2763570.250000 Penalty: 3009.959961
	Iteration 16Q: 3 clusters Score -2763570 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2763616.750000 Penalty: 3009.959961
	Iteration 17Q: 3 clusters Score -2763617 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2763669.750000 Penalty: 3009.959961
	Iteration 18Q: 3 clusters Score -2763670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2763721.000000 Penalty: 3009.959961
	Iteration 19Q: 3 clusters Score -2763721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2763752.250000 Penalty: 3009.959961
	Iteration 20F: 3 clusters Score -2763752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2763773.500000 Penalty: 3009.959961
	Iteration 21Q: 3 clusters Score -2763774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2763799.250000 Penalty: 3009.959961
	Iteration 22Q: 3 clusters Score -2763799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2763821.500000 Penalty: 3009.959961
	Iteration 23Q: 3 clusters Score -2763822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2763837.000000 Penalty: 3009.959961
	Iteration 24Q: 3 clusters Score -2763837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2763848.000000 Penalty: 3009.959961
	Iteration 25Q: 3 clusters Score -2763848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2763869.250000 Penalty: 3009.959961
	Iteration 26Q: 3 clusters Score -2763869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2763884.500000 Penalty: 3009.959961
	Iteration 27Q: 3 clusters Score -2763884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2763885.500000 Penalty: 3009.959961
	Iteration 28Q: 3 clusters Score -2763886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2763889.250000 Penalty: 3009.959961
	Iteration 29Q: 3 clusters Score -2763889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2763895.250000 Penalty: 3009.959961
	Iteration 30Q: 3 clusters Score -2763895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2763897.250000 Penalty: 3009.959961
	Iteration 31Q: 3 clusters Score -2763897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2763895.250000 Penalty: 3009.959961
	Iteration 32Q: 3 clusters Score -2763895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2763899.000000 Penalty: 3009.959961
	Iteration 33Q: 3 clusters Score -2763899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2763897.500000 Penalty: 3009.959961
	Iteration 34Q: 3 clusters Score -2763898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2763900.250000 Penalty: 3009.959961
	Iteration 35Q: 3 clusters Score -2763900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2763901.250000 Penalty: 3009.959961
	Iteration 36Q: 3 clusters Score -2763901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2763898.500000 Penalty: 3009.959961
	Iteration 37Q: 3 clusters Score -2763898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2763901.250000 Penalty: 3009.959961
	Iteration 38Q: 3 clusters Score -2763901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2763898.750000 Penalty: 3009.959961
	Iteration 39Q: 3 clusters Score -2763899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2763901.000000 Penalty: 3009.959961
	Iteration 40F: 3 clusters Score -2763901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2763900.500000 Penalty: 3009.959961
	Iteration 41Q: 3 clusters Score -2763900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2763900.500000 Penalty: 3009.959961
	Iteration 42F: 3 clusters Score -2763900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Entering Unmasked Estep 
Score: -5650168.000000 Penalty: 1615.110596
	Iteration 0F: 2 clusters Score -5650168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -5616365.000000 Penalty: 3230.221191
	Iteration 0F: 3 clusters Score -5616365 nChanged 24077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -5631200.500000 Penalty: 3230.221191
	Iteration 1F: 3 clusters Score -5631200 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -5633315.000000 Penalty: 3230.221191
	Iteration 2F: 3 clusters Score -5633315 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -5635840.000000 Penalty: 3230.221191
	Iteration 3F: 3 clusters Score -5635840 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -5637983.000000 Penalty: 3230.221191
	Iteration 4F: 3 clusters Score -5637983 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -5639552.000000 Penalty: 3230.221191
	Iteration 5F: 3 clusters Score -5639552 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5640573.000000 Penalty: 3230.221191
	Iteration 6Q: 3 clusters Score -5640573 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -5641248.500000 Penalty: 3230.221191
	Iteration 7Q: 3 clusters Score -5641248 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -5641762.500000 Penalty: 3230.221191
	Iteration 8Q: 3 clusters Score -5641762 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -5642224.500000 Penalty: 3230.221191
	Iteration 9Q: 3 clusters Score -5642224 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -5642661.500000 Penalty: 3230.221191
	Iteration 10Q: 3 clusters Score -5642662 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -5643179.500000 Penalty: 3230.221191
	Iteration 11Q: 3 clusters Score -5643180 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -5643686.500000 Penalty: 3230.221191
	Iteration 12Q: 3 clusters Score -5643686 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -5644344.500000 Penalty: 3230.221191
	Iteration 13Q: 3 clusters Score -5644344 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -5644989.000000 Penalty: 3230.221191
	Iteration 14Q: 3 clusters Score -5644989 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5645713.000000 Penalty: 3230.221191
	Iteration 15Q: 3 clusters Score -5645713 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -5646436.000000 Penalty: 3230.221191
	Iteration 16Q: 3 clusters Score -5646436 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -5647077.500000 Penalty: 3230.221191
	Iteration 17Q: 3 clusters Score -5647078 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -5647628.500000 Penalty: 3230.221191
	Iteration 18Q: 3 clusters Score -5647628 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -5648063.000000 Penalty: 3230.221191
	Iteration 19Q: 3 clusters Score -5648063 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -5648358.500000 Penalty: 3230.221191
	Iteration 20F: 3 clusters Score -5648358 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -5648589.500000 Penalty: 3230.221191
	Iteration 21Q: 3 clusters Score -5648590 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -5648717.500000 Penalty: 3230.221191
	Iteration 22Q: 3 clusters Score -5648718 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -5648826.000000 Penalty: 3230.221191
	Iteration 23Q: 3 clusters Score -5648826 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -5648900.000000 Penalty: 3230.221191
	Iteration 24Q: 3 clusters Score -5648900 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -5648955.500000 Penalty: 3230.221191
	Iteration 25Q: 3 clusters Score -5648956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -5648989.000000 Penalty: 3230.221191
	Iteration 26Q: 3 clusters Score -5648989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -5649009.000000 Penalty: 3230.221191
	Iteration 27Q: 3 clusters Score -5649009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -5649031.000000 Penalty: 3230.221191
	Iteration 28Q: 3 clusters Score -5649031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -5649033.000000 Penalty: 3230.221191
	Iteration 29Q: 3 clusters Score -5649033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -5649040.000000 Penalty: 3230.221191
	Iteration 30Q: 3 clusters Score -5649040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -5649041.000000 Penalty: 3230.221191
	Iteration 31Q: 3 clusters Score -5649041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -5649041.500000 Penalty: 3230.221191
	Iteration 32Q: 3 clusters Score -5649042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -5649045.000000 Penalty: 3230.221191
	Iteration 33Q: 3 clusters Score -5649045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -5649046.000000 Penalty: 3230.221191
	Iteration 34Q: 3 clusters Score -5649046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -5649044.000000 Penalty: 3230.221191
	Iteration 35Q: 3 clusters Score -5649044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -5649046.000000 Penalty: 3230.221191
	Iteration 36Q: 3 clusters Score -5649046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -5649046.000000 Penalty: 3230.221191
	Iteration 37Q: 3 clusters Score -5649046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -5649048.500000 Penalty: 3230.221191
	Iteration 38Q: 3 clusters Score -5649048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -5649049.500000 Penalty: 3230.221191
	Iteration 39Q: 3 clusters Score -5649050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -5649049.500000 Penalty: 3230.221191
	Iteration 40F: 3 clusters Score -5649050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Entering Unmasked Estep 
Score: -391842.656250 Penalty: 1206.069824
	Iteration 0F: 2 clusters Score -391842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -389189.218750 Penalty: 2412.139648
	Iteration 0F: 3 clusters Score -389189.2 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -389877.593750 Penalty: 2412.139648
	Iteration 1F: 3 clusters Score -389877.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -390042.750000 Penalty: 2412.139648
	Iteration 2F: 3 clusters Score -390042.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -390140.906250 Penalty: 2412.139648
	Iteration 3Q: 3 clusters Score -390140.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -390203.125000 Penalty: 2412.139648
	Iteration 4Q: 3 clusters Score -390203.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -390252.468750 Penalty: 2412.139648
	Iteration 5Q: 3 clusters Score -390252.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -390288.625000 Penalty: 2412.139648
	Iteration 6Q: 3 clusters Score -390288.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -390317.093750 Penalty: 2412.139648
	Iteration 7Q: 3 clusters Score -390317.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -390340.593750 Penalty: 2412.139648
	Iteration 8Q: 3 clusters Score -390340.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -390361.218750 Penalty: 2412.139648
	Iteration 9Q: 3 clusters Score -390361.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -390380.062500 Penalty: 2412.139648
	Iteration 10Q: 3 clusters Score -390380.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -390391.031250 Penalty: 2412.139648
	Iteration 11Q: 3 clusters Score -390391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -390398.531250 Penalty: 2412.139648
	Iteration 12Q: 3 clusters Score -390398.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -390407.187500 Penalty: 2412.139648
	Iteration 13Q: 3 clusters Score -390407.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -390413.718750 Penalty: 2412.139648
	Iteration 14Q: 3 clusters Score -390413.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -390415.343750 Penalty: 2412.139648
	Iteration 15Q: 3 clusters Score -390415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -390415.906250 Penalty: 2412.139648
	Iteration 16Q: 3 clusters Score -390415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -390417.781250 Penalty: 2412.139648
	Iteration 17Q: 3 clusters Score -390417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -390419.781250 Penalty: 2412.139648
	Iteration 18Q: 3 clusters Score -390419.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -390422.875000 Penalty: 2412.139648
	Iteration 19Q: 3 clusters Score -390422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -390424.093750 Penalty: 2412.139648
	Iteration 20F: 3 clusters Score -390424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -390425.437500 Penalty: 2412.139648
	Iteration 21Q: 3 clusters Score -390425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -390425.437500 Penalty: 2412.139648
	Iteration 22Q: 3 clusters Score -390425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -390426.187500 Penalty: 2412.139648
	Iteration 23Q: 3 clusters Score -390426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -390426.187500 Penalty: 2412.139648
	Iteration 24F: 3 clusters Score -390426.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Entering Unmasked Estep 
Score: -1699897.250000 Penalty: 1432.832031
	Iteration 0F: 2 clusters Score -1699897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1689831.625000 Penalty: 2865.664062
	Iteration 0F: 3 clusters Score -1689832 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1693271.125000 Penalty: 2865.664062
	Iteration 1F: 3 clusters Score -1693271 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1693673.750000 Penalty: 2865.664062
	Iteration 2F: 3 clusters Score -1693674 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1694017.000000 Penalty: 2865.664062
	Iteration 3F: 3 clusters Score -1694017 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1694353.750000 Penalty: 2865.664062
	Iteration 4Q: 3 clusters Score -1694354 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1694784.125000 Penalty: 2865.664062
	Iteration 5F: 3 clusters Score -1694784 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1695301.375000 Penalty: 2865.664062
	Iteration 6F: 3 clusters Score -1695301 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1695860.250000 Penalty: 2865.664062
	Iteration 7F: 3 clusters Score -1695860 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1696446.000000 Penalty: 2865.664062
	Iteration 8F: 3 clusters Score -1696446 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1696984.625000 Penalty: 2865.664062
	Iteration 9Q: 3 clusters Score -1696985 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1697458.000000 Penalty: 2865.664062
	Iteration 10Q: 3 clusters Score -1697458 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1697813.250000 Penalty: 2865.664062
	Iteration 11Q: 3 clusters Score -1697813 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1698068.375000 Penalty: 2865.664062
	Iteration 12Q: 3 clusters Score -1698068 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1698280.625000 Penalty: 2865.664062
	Iteration 13Q: 3 clusters Score -1698281 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1698421.625000 Penalty: 2865.664062
	Iteration 14Q: 3 clusters Score -1698422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1698506.250000 Penalty: 2865.664062
	Iteration 15Q: 3 clusters Score -1698506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1698572.875000 Penalty: 2865.664062
	Iteration 16Q: 3 clusters Score -1698573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1698611.625000 Penalty: 2865.664062
	Iteration 17Q: 3 clusters Score -1698612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1698640.375000 Penalty: 2865.664062
	Iteration 18Q: 3 clusters Score -1698640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1698661.875000 Penalty: 2865.664062
	Iteration 19Q: 3 clusters Score -1698662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1698674.500000 Penalty: 2865.664062
	Iteration 20F: 3 clusters Score -1698674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1698688.875000 Penalty: 2865.664062
	Iteration 21Q: 3 clusters Score -1698689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1698694.750000 Penalty: 2865.664062
	Iteration 22Q: 3 clusters Score -1698695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1698704.750000 Penalty: 2865.664062
	Iteration 23Q: 3 clusters Score -1698705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1698712.875000 Penalty: 2865.664062
	Iteration 24Q: 3 clusters Score -1698713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1698720.500000 Penalty: 2865.664062
	Iteration 25Q: 3 clusters Score -1698720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1698721.500000 Penalty: 2865.664062
	Iteration 26Q: 3 clusters Score -1698722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1698726.000000 Penalty: 2865.664062
	Iteration 27Q: 3 clusters Score -1698726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1698726.250000 Penalty: 2865.664062
	Iteration 28Q: 3 clusters Score -1698726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1698730.000000 Penalty: 2865.664062
	Iteration 29Q: 3 clusters Score -1698730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1698732.250000 Penalty: 2865.664062
	Iteration 30Q: 3 clusters Score -1698732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1698731.500000 Penalty: 2865.664062
	Iteration 31Q: 3 clusters Score -1698732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1698735.000000 Penalty: 2865.664062
	Iteration 32Q: 3 clusters Score -1698735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1698734.250000 Penalty: 2865.664062
	Iteration 33Q: 3 clusters Score -1698734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1698735.250000 Penalty: 2865.664062
	Iteration 34Q: 3 clusters Score -1698735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1698735.250000 Penalty: 2865.664062
	Iteration 35F: 3 clusters Score -1698735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Entering Unmasked Estep 
Score: -1361300.375000 Penalty: 1405.147583
	Iteration 0F: 2 clusters Score -1361300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1352880.375000 Penalty: 2810.295166
	Iteration 0F: 3 clusters Score -1352880 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1355793.250000 Penalty: 2810.295166
	Iteration 1F: 3 clusters Score -1355793 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1356124.500000 Penalty: 2810.295166
	Iteration 2F: 3 clusters Score -1356124 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1356361.500000 Penalty: 2810.295166
	Iteration 3Q: 3 clusters Score -1356362 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1356545.000000 Penalty: 2810.295166
	Iteration 4Q: 3 clusters Score -1356545 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1356696.500000 Penalty: 2810.295166
	Iteration 5Q: 3 clusters Score -1356696 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1356813.625000 Penalty: 2810.295166
	Iteration 6Q: 3 clusters Score -1356814 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1356902.000000 Penalty: 2810.295166
	Iteration 7Q: 3 clusters Score -1356902 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1356968.625000 Penalty: 2810.295166
	Iteration 8Q: 3 clusters Score -1356969 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1357012.500000 Penalty: 2810.295166
	Iteration 9Q: 3 clusters Score -1357012 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1357049.375000 Penalty: 2810.295166
	Iteration 10Q: 3 clusters Score -1357049 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1357083.125000 Penalty: 2810.295166
	Iteration 11Q: 3 clusters Score -1357083 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1357110.625000 Penalty: 2810.295166
	Iteration 12Q: 3 clusters Score -1357111 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1357137.500000 Penalty: 2810.295166
	Iteration 13Q: 3 clusters Score -1357138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1357166.375000 Penalty: 2810.295166
	Iteration 14Q: 3 clusters Score -1357166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1357190.625000 Penalty: 2810.295166
	Iteration 15Q: 3 clusters Score -1357191 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1357223.125000 Penalty: 2810.295166
	Iteration 16Q: 3 clusters Score -1357223 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1357257.125000 Penalty: 2810.295166
	Iteration 17Q: 3 clusters Score -1357257 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1357294.000000 Penalty: 2810.295166
	Iteration 18Q: 3 clusters Score -1357294 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1357330.875000 Penalty: 2810.295166
	Iteration 19Q: 3 clusters Score -1357331 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1357373.875000 Penalty: 2810.295166
	Iteration 20F: 3 clusters Score -1357374 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1357418.500000 Penalty: 2810.295166
	Iteration 21Q: 3 clusters Score -1357418 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1357475.250000 Penalty: 2810.295166
	Iteration 22Q: 3 clusters Score -1357475 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1357543.250000 Penalty: 2810.295166
	Iteration 23Q: 3 clusters Score -1357543 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1357645.500000 Penalty: 2810.295166
	Iteration 24Q: 3 clusters Score -1357646 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1357764.875000 Penalty: 2810.295166
	Iteration 25Q: 3 clusters Score -1357765 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1357920.625000 Penalty: 2810.295166
	Iteration 26Q: 3 clusters Score -1357921 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1358111.000000 Penalty: 2810.295166
	Iteration 27Q: 3 clusters Score -1358111 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1358346.625000 Penalty: 2810.295166
	Iteration 28Q: 3 clusters Score -1358347 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1358583.375000 Penalty: 2810.295166
	Iteration 29Q: 3 clusters Score -1358583 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1358792.500000 Penalty: 2810.295166
	Iteration 30Q: 3 clusters Score -1358792 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1358969.000000 Penalty: 2810.295166
	Iteration 31Q: 3 clusters Score -1358969 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1359135.125000 Penalty: 2810.295166
	Iteration 32Q: 3 clusters Score -1359135 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1359289.000000 Penalty: 2810.295166
	Iteration 33Q: 3 clusters Score -1359289 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1359437.000000 Penalty: 2810.295166
	Iteration 34Q: 3 clusters Score -1359437 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1359574.375000 Penalty: 2810.295166
	Iteration 35Q: 3 clusters Score -1359574 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1359693.250000 Penalty: 2810.295166
	Iteration 36Q: 3 clusters Score -1359693 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1359835.500000 Penalty: 2810.295166
	Iteration 37Q: 3 clusters Score -1359836 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1359951.375000 Penalty: 2810.295166
	Iteration 38Q: 3 clusters Score -1359951 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1360043.000000 Penalty: 2810.295166
	Iteration 39Q: 3 clusters Score -1360043 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1360136.875000 Penalty: 2810.295166
	Iteration 40F: 3 clusters Score -1360137 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1360203.500000 Penalty: 2810.295166
	Iteration 41Q: 3 clusters Score -1360204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1360251.875000 Penalty: 2810.295166
	Iteration 42Q: 3 clusters Score -1360252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1360288.375000 Penalty: 2810.295166
	Iteration 43Q: 3 clusters Score -1360288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1360308.500000 Penalty: 2810.295166
	Iteration 44Q: 3 clusters Score -1360308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1360326.000000 Penalty: 2810.295166
	Iteration 45Q: 3 clusters Score -1360326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1360341.375000 Penalty: 2810.295166
	Iteration 46Q: 3 clusters Score -1360341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1360346.250000 Penalty: 2810.295166
	Iteration 47Q: 3 clusters Score -1360346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1360353.750000 Penalty: 2810.295166
	Iteration 48Q: 3 clusters Score -1360354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1360362.250000 Penalty: 2810.295166
	Iteration 49Q: 3 clusters Score -1360362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1360365.500000 Penalty: 2810.295166
	Iteration 50Q: 3 clusters Score -1360366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1360367.750000 Penalty: 2810.295166
	Iteration 51Q: 3 clusters Score -1360368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1360373.125000 Penalty: 2810.295166
	Iteration 52Q: 3 clusters Score -1360373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1360372.500000 Penalty: 2810.295166
	Iteration 53Q: 3 clusters Score -1360372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1360375.625000 Penalty: 2810.295166
	Iteration 54Q: 3 clusters Score -1360376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1360374.750000 Penalty: 2810.295166
	Iteration 55Q: 3 clusters Score -1360375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1360374.750000 Penalty: 2810.295166
	Iteration 56Q: 3 clusters Score -1360375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1360375.500000 Penalty: 2810.295166
	Iteration 57Q: 3 clusters Score -1360376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1360376.875000 Penalty: 2810.295166
	Iteration 58Q: 3 clusters Score -1360377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1360376.750000 Penalty: 2810.295166
	Iteration 59Q: 3 clusters Score -1360377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1360376.000000 Penalty: 2810.295166
	Iteration 60F: 3 clusters Score -1360376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1360379.875000 Penalty: 2810.295166
	Iteration 61Q: 3 clusters Score -1360380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1360382.875000 Penalty: 2810.295166
	Iteration 62Q: 3 clusters Score -1360383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1360382.000000 Penalty: 2810.295166
	Iteration 63Q: 3 clusters Score -1360382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1360381.250000 Penalty: 2810.295166
	Iteration 64Q: 3 clusters Score -1360381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1360381.250000 Penalty: 2810.295166
	Iteration 65F: 3 clusters Score -1360381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (119297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119297 members 
Entering Unmasked Estep 
Score: -12988025.000000 Penalty: 1739.378418
	Iteration 0F: 2 clusters Score -1.298802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -12910127.000000 Penalty: 3478.756836
	Iteration 0F: 3 clusters Score -1.291013e+07 nChanged 56416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -12942460.000000 Penalty: 3478.756836
	Iteration 1F: 3 clusters Score -1.294246e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -12943436.000000 Penalty: 3478.756836
	Iteration 2Q: 3 clusters Score -1.294344e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -12944383.000000 Penalty: 3478.756836
	Iteration 3Q: 3 clusters Score -1.294438e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -12945221.000000 Penalty: 3478.756836
	Iteration 4Q: 3 clusters Score -1.294522e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -12946252.000000 Penalty: 3478.756836
	Iteration 5Q: 3 clusters Score -1.294625e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -12947382.000000 Penalty: 3478.756836
	Iteration 6Q: 3 clusters Score -1.294738e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -12948448.000000 Penalty: 3478.756836
	Iteration 7Q: 3 clusters Score -1.294845e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -12949581.000000 Penalty: 3478.756836
	Iteration 8Q: 3 clusters Score -1.294958e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -12950761.000000 Penalty: 3478.756836
	Iteration 9Q: 3 clusters Score -1.295076e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -12951896.000000 Penalty: 3478.756836
	Iteration 10Q: 3 clusters Score -1.29519e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -12953231.000000 Penalty: 3478.756836
	Iteration 11Q: 3 clusters Score -1.295323e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -12954753.000000 Penalty: 3478.756836
	Iteration 12Q: 3 clusters Score -1.295475e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -12956644.000000 Penalty: 3478.756836
	Iteration 13Q: 3 clusters Score -1.295664e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -12959005.000000 Penalty: 3478.756836
	Iteration 14Q: 3 clusters Score -1.2959e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -12962086.000000 Penalty: 3478.756836
	Iteration 15Q: 3 clusters Score -1.296209e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -12966243.000000 Penalty: 3478.756836
	Iteration 16Q: 3 clusters Score -1.296624e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94500 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -12970907.000000 Penalty: 3478.756836
	Iteration 17Q: 3 clusters Score -1.297091e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99137 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -12975496.000000 Penalty: 3478.756836
	Iteration 18Q: 3 clusters Score -1.29755e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -12978613.000000 Penalty: 3478.756836
	Iteration 19Q: 3 clusters Score -1.297861e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -12980339.000000 Penalty: 3478.756836
	Iteration 20F: 3 clusters Score -1.298034e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -12982084.000000 Penalty: 3478.756836
	Iteration 21Q: 3 clusters Score -1.298208e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -12985338.000000 Penalty: 3478.756836
	Iteration 22Q: 3 clusters Score -1.298534e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -12995551.000000 Penalty: 3478.756836
	Iteration 23Q: 3 clusters Score -1.299555e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -13000065.000000 Penalty: 3478.756836
	Iteration 24Q: 3 clusters Score -1.300006e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -13005431.000000 Penalty: 3478.756836
	Iteration 25Q: 3 clusters Score -1.300543e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96225 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -13012700.000000 Penalty: 3478.756836
	Iteration 26Q: 3 clusters Score -1.30127e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -13021634.000000 Penalty: 3478.756836
	Iteration 27F: 3 clusters Score -1.302163e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -13028716.000000 Penalty: 3478.756836
	Iteration 28Q: 3 clusters Score -1.302872e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -13031094.000000 Penalty: 3478.756836
	Iteration 29Q: 3 clusters Score -1.303109e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79838 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -13031704.000000 Penalty: 3478.756836
	Iteration 30Q: 3 clusters Score -1.30317e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79327 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -13031752.000000 Penalty: 3478.756836
	Iteration 31Q: 3 clusters Score -1.303175e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -13031778.000000 Penalty: 3478.756836
	Iteration 32Q: 3 clusters Score -1.303178e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -13031765.000000 Penalty: 3478.756836
	Iteration 33Q: 3 clusters Score -1.303176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -13031765.000000 Penalty: 3478.756836
	Iteration 34Q: 3 clusters Score -1.303176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -13031764.000000 Penalty: 3478.756836
	Iteration 35Q: 3 clusters Score -1.303176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -13031759.000000 Penalty: 3478.756836
	Iteration 36Q: 3 clusters Score -1.303176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -13031759.000000 Penalty: 3478.756836
	Iteration 37F: 3 clusters Score -1.303176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 94408 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39534 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 18519 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 51753 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 15203 members 
Mstep: Class 11 contains 12622 members 
Mstep: Class 12 contains 79067 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 39527 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 27960 members 
Mstep: Class 17 contains 40261 members 
Mstep: Class 18 contains 106445 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 30405 members 
Mstep: Class 21 contains 22527 members 
Mstep: Class 22 contains 17830 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 13035 members 
Mstep: Class 25 contains 40230 members 
Entering Unmasked Estep 
Score: -78785632.000000 Penalty: 50248.105469
Splitting cluster 12 changes total score from -78742000.000000 to -78785632.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -285881.437500 Penalty: 1184.236328
	Iteration 0F: 2 clusters Score -285881.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -283490.375000 Penalty: 2368.472656
	Iteration 0F: 3 clusters Score -283490.4 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -284188.000000 Penalty: 2368.472656
	Iteration 1F: 3 clusters Score -284188 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -284401.500000 Penalty: 2368.472656
	Iteration 2F: 3 clusters Score -284401.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -284536.125000 Penalty: 2368.472656
	Iteration 3F: 3 clusters Score -284536.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -284627.156250 Penalty: 2368.472656
	Iteration 4Q: 3 clusters Score -284627.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -284681.406250 Penalty: 2368.472656
	Iteration 5Q: 3 clusters Score -284681.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -284720.187500 Penalty: 2368.472656
	Iteration 6Q: 3 clusters Score -284720.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -284755.000000 Penalty: 2368.472656
	Iteration 7Q: 3 clusters Score -284755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -284787.093750 Penalty: 2368.472656
	Iteration 8Q: 3 clusters Score -284787.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -284835.781250 Penalty: 2368.472656
	Iteration 9Q: 3 clusters Score -284835.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -284873.718750 Penalty: 2368.472656
	Iteration 10Q: 3 clusters Score -284873.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -284920.343750 Penalty: 2368.472656
	Iteration 11Q: 3 clusters Score -284920.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -284967.625000 Penalty: 2368.472656
	Iteration 12Q: 3 clusters Score -284967.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -285008.468750 Penalty: 2368.472656
	Iteration 13Q: 3 clusters Score -285008.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -285049.625000 Penalty: 2368.472656
	Iteration 14Q: 3 clusters Score -285049.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -285077.875000 Penalty: 2368.472656
	Iteration 15Q: 3 clusters Score -285077.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -285104.531250 Penalty: 2368.472656
	Iteration 16Q: 3 clusters Score -285104.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -285133.843750 Penalty: 2368.472656
	Iteration 17Q: 3 clusters Score -285133.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -285163.750000 Penalty: 2368.472656
	Iteration 18Q: 3 clusters Score -285163.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -285190.750000 Penalty: 2368.472656
	Iteration 19Q: 3 clusters Score -285190.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -285210.187500 Penalty: 2368.472656
	Iteration 20F: 3 clusters Score -285210.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -285222.406250 Penalty: 2368.472656
	Iteration 21Q: 3 clusters Score -285222.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -285236.156250 Penalty: 2368.472656
	Iteration 22Q: 3 clusters Score -285236.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -285247.031250 Penalty: 2368.472656
	Iteration 23Q: 3 clusters Score -285247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -285253.968750 Penalty: 2368.472656
	Iteration 24Q: 3 clusters Score -285254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -285257.875000 Penalty: 2368.472656
	Iteration 25Q: 3 clusters Score -285257.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -285265.187500 Penalty: 2368.472656
	Iteration 26Q: 3 clusters Score -285265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -285270.000000 Penalty: 2368.472656
	Iteration 27Q: 3 clusters Score -285270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -285274.562500 Penalty: 2368.472656
	Iteration 28Q: 3 clusters Score -285274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -285275.843750 Penalty: 2368.472656
	Iteration 29Q: 3 clusters Score -285275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -285278.125000 Penalty: 2368.472656
	Iteration 30Q: 3 clusters Score -285278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -285280.125000 Penalty: 2368.472656
	Iteration 31Q: 3 clusters Score -285280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -285282.062500 Penalty: 2368.472656
	Iteration 32Q: 3 clusters Score -285282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -285283.500000 Penalty: 2368.472656
	Iteration 33Q: 3 clusters Score -285283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -285284.843750 Penalty: 2368.472656
	Iteration 34Q: 3 clusters Score -285284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -285284.812500 Penalty: 2368.472656
	Iteration 35Q: 3 clusters Score -285284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -285285.625000 Penalty: 2368.472656
	Iteration 36Q: 3 clusters Score -285285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -285286.656250 Penalty: 2368.472656
	Iteration 37Q: 3 clusters Score -285286.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -285286.656250 Penalty: 2368.472656
	Iteration 38F: 3 clusters Score -285286.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Entering Unmasked Estep 
Score: -4399740.500000 Penalty: 1575.009277
	Iteration 0F: 2 clusters Score -4399740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4373908.500000 Penalty: 3150.018555
	Iteration 0F: 3 clusters Score -4373908 nChanged 18106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4383751.500000 Penalty: 3150.018555
	Iteration 1F: 3 clusters Score -4383752 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -4384441.500000 Penalty: 3150.018555
	Iteration 2Q: 3 clusters Score -4384442 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4385256.500000 Penalty: 3150.018555
	Iteration 3Q: 3 clusters Score -4385256 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4386283.000000 Penalty: 3150.018555
	Iteration 4F: 3 clusters Score -4386283 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -4387501.500000 Penalty: 3150.018555
	Iteration 5F: 3 clusters Score -4387502 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4388915.000000 Penalty: 3150.018555
	Iteration 6F: 3 clusters Score -4388915 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4390353.000000 Penalty: 3150.018555
	Iteration 7F: 3 clusters Score -4390353 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -4391540.000000 Penalty: 3150.018555
	Iteration 8F: 3 clusters Score -4391540 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -4392474.000000 Penalty: 3150.018555
	Iteration 9Q: 3 clusters Score -4392474 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4393070.500000 Penalty: 3150.018555
	Iteration 10Q: 3 clusters Score -4393070 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4393482.000000 Penalty: 3150.018555
	Iteration 11Q: 3 clusters Score -4393482 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4393751.000000 Penalty: 3150.018555
	Iteration 12Q: 3 clusters Score -4393751 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4393907.500000 Penalty: 3150.018555
	Iteration 13Q: 3 clusters Score -4393908 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -4393997.500000 Penalty: 3150.018555
	Iteration 14Q: 3 clusters Score -4393998 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4394093.500000 Penalty: 3150.018555
	Iteration 15Q: 3 clusters Score -4394094 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -4394158.000000 Penalty: 3150.018555
	Iteration 16Q: 3 clusters Score -4394158 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -4394230.500000 Penalty: 3150.018555
	Iteration 17Q: 3 clusters Score -4394230 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4394256.500000 Penalty: 3150.018555
	Iteration 18Q: 3 clusters Score -4394256 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -4394287.000000 Penalty: 3150.018555
	Iteration 19Q: 3 clusters Score -4394287 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -4394302.500000 Penalty: 3150.018555
	Iteration 20F: 3 clusters Score -4394302 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -4394337.500000 Penalty: 3150.018555
	Iteration 21Q: 3 clusters Score -4394338 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -4394364.000000 Penalty: 3150.018555
	Iteration 22Q: 3 clusters Score -4394364 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -4394395.500000 Penalty: 3150.018555
	Iteration 23Q: 3 clusters Score -4394396 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -4394404.500000 Penalty: 3150.018555
	Iteration 24Q: 3 clusters Score -4394404 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -4394418.000000 Penalty: 3150.018555
	Iteration 25Q: 3 clusters Score -4394418 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -4394441.500000 Penalty: 3150.018555
	Iteration 26Q: 3 clusters Score -4394442 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -4394498.500000 Penalty: 3150.018555
	Iteration 27Q: 3 clusters Score -4394498 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -4394530.000000 Penalty: 3150.018555
	Iteration 28Q: 3 clusters Score -4394530 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -4394588.000000 Penalty: 3150.018555
	Iteration 29Q: 3 clusters Score -4394588 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -4394641.500000 Penalty: 3150.018555
	Iteration 30Q: 3 clusters Score -4394642 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -4394699.500000 Penalty: 3150.018555
	Iteration 31Q: 3 clusters Score -4394700 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4394803.500000 Penalty: 3150.018555
	Iteration 32Q: 3 clusters Score -4394804 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -4394929.000000 Penalty: 3150.018555
	Iteration 33Q: 3 clusters Score -4394929 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -4395065.000000 Penalty: 3150.018555
	Iteration 34Q: 3 clusters Score -4395065 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4395220.000000 Penalty: 3150.018555
	Iteration 35Q: 3 clusters Score -4395220 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4395447.000000 Penalty: 3150.018555
	Iteration 36Q: 3 clusters Score -4395447 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -4395690.500000 Penalty: 3150.018555
	Iteration 37Q: 3 clusters Score -4395690 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -4396016.500000 Penalty: 3150.018555
	Iteration 38Q: 3 clusters Score -4396016 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -4396349.000000 Penalty: 3150.018555
	Iteration 39Q: 3 clusters Score -4396349 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4396661.500000 Penalty: 3150.018555
	Iteration 40F: 3 clusters Score -4396662 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4396961.500000 Penalty: 3150.018555
	Iteration 41Q: 3 clusters Score -4396962 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4397257.500000 Penalty: 3150.018555
	Iteration 42Q: 3 clusters Score -4397258 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4397580.000000 Penalty: 3150.018555
	Iteration 43Q: 3 clusters Score -4397580 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -4397805.000000 Penalty: 3150.018555
	Iteration 44Q: 3 clusters Score -4397805 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4398002.500000 Penalty: 3150.018555
	Iteration 45Q: 3 clusters Score -4398002 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -4398174.000000 Penalty: 3150.018555
	Iteration 46Q: 3 clusters Score -4398174 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4398304.500000 Penalty: 3150.018555
	Iteration 47Q: 3 clusters Score -4398304 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4398428.500000 Penalty: 3150.018555
	Iteration 48Q: 3 clusters Score -4398428 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4398531.000000 Penalty: 3150.018555
	Iteration 49Q: 3 clusters Score -4398531 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4398606.000000 Penalty: 3150.018555
	Iteration 50Q: 3 clusters Score -4398606 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4398670.500000 Penalty: 3150.018555
	Iteration 51Q: 3 clusters Score -4398670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -4398719.500000 Penalty: 3150.018555
	Iteration 52Q: 3 clusters Score -4398720 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4398765.000000 Penalty: 3150.018555
	Iteration 53Q: 3 clusters Score -4398765 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -4398794.500000 Penalty: 3150.018555
	Iteration 54Q: 3 clusters Score -4398794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4398831.500000 Penalty: 3150.018555
	Iteration 55Q: 3 clusters Score -4398832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4398868.000000 Penalty: 3150.018555
	Iteration 56Q: 3 clusters Score -4398868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -4398880.000000 Penalty: 3150.018555
	Iteration 57Q: 3 clusters Score -4398880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -4398915.000000 Penalty: 3150.018555
	Iteration 58Q: 3 clusters Score -4398915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -4398924.500000 Penalty: 3150.018555
	Iteration 59Q: 3 clusters Score -4398924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -4398939.500000 Penalty: 3150.018555
	Iteration 60F: 3 clusters Score -4398940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4398952.000000 Penalty: 3150.018555
	Iteration 61Q: 3 clusters Score -4398952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4398962.500000 Penalty: 3150.018555
	Iteration 62Q: 3 clusters Score -4398962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -4398971.000000 Penalty: 3150.018555
	Iteration 63Q: 3 clusters Score -4398971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -4398974.000000 Penalty: 3150.018555
	Iteration 64Q: 3 clusters Score -4398974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4398973.500000 Penalty: 3150.018555
	Iteration 65Q: 3 clusters Score -4398974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4398980.000000 Penalty: 3150.018555
	Iteration 66Q: 3 clusters Score -4398980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4398980.500000 Penalty: 3150.018555
	Iteration 67Q: 3 clusters Score -4398980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4398982.000000 Penalty: 3150.018555
	Iteration 68Q: 3 clusters Score -4398982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4398986.000000 Penalty: 3150.018555
	Iteration 69Q: 3 clusters Score -4398986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -4398985.500000 Penalty: 3150.018555
	Iteration 70Q: 3 clusters Score -4398986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4398986.000000 Penalty: 3150.018555
	Iteration 71Q: 3 clusters Score -4398986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -4398989.000000 Penalty: 3150.018555
	Iteration 72Q: 3 clusters Score -4398989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -4398989.500000 Penalty: 3150.018555
	Iteration 73Q: 3 clusters Score -4398990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -4398988.500000 Penalty: 3150.018555
	Iteration 74Q: 3 clusters Score -4398988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -4398991.500000 Penalty: 3150.018555
	Iteration 75Q: 3 clusters Score -4398992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -4398991.500000 Penalty: 3150.018555
	Iteration 76Q: 3 clusters Score -4398992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4398993.500000 Penalty: 3150.018555
	Iteration 77Q: 3 clusters Score -4398994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4398991.000000 Penalty: 3150.018555
	Iteration 78Q: 3 clusters Score -4398991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4398990.000000 Penalty: 3150.018555
	Iteration 79Q: 3 clusters Score -4398990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4398990.000000 Penalty: 3150.018555
	Iteration 80F: 3 clusters Score -4398990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -210310.296875 Penalty: 1130.791016
	Iteration 0F: 2 clusters Score -210310.3 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 980 members 
Entering Unmasked Estep 
Score: -208432.109375 Penalty: 2261.582031
	Iteration 0F: 3 clusters Score -208432.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -208889.984375 Penalty: 2261.582031
	Iteration 1F: 3 clusters Score -208890 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -209013.156250 Penalty: 2261.582031
	Iteration 2F: 3 clusters Score -209013.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209091.156250 Penalty: 2261.582031
	Iteration 3Q: 3 clusters Score -209091.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -209138.718750 Penalty: 2261.582031
	Iteration 4Q: 3 clusters Score -209138.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -209165.187500 Penalty: 2261.582031
	Iteration 5Q: 3 clusters Score -209165.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -209179.500000 Penalty: 2261.582031
	Iteration 6Q: 3 clusters Score -209179.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -209194.000000 Penalty: 2261.582031
	Iteration 7Q: 3 clusters Score -209194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -209199.765625 Penalty: 2261.582031
	Iteration 8Q: 3 clusters Score -209199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -209202.812500 Penalty: 2261.582031
	Iteration 9Q: 3 clusters Score -209202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -209205.328125 Penalty: 2261.582031
	Iteration 10Q: 3 clusters Score -209205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -209206.843750 Penalty: 2261.582031
	Iteration 11Q: 3 clusters Score -209206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -209210.265625 Penalty: 2261.582031
	Iteration 12Q: 3 clusters Score -209210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -209214.937500 Penalty: 2261.582031
	Iteration 13Q: 3 clusters Score -209214.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -209223.421875 Penalty: 2261.582031
	Iteration 14Q: 3 clusters Score -209223.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209232.328125 Penalty: 2261.582031
	Iteration 15Q: 3 clusters Score -209232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209236.234375 Penalty: 2261.582031
	Iteration 16Q: 3 clusters Score -209236.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209239.531250 Penalty: 2261.582031
	Iteration 17Q: 3 clusters Score -209239.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209243.546875 Penalty: 2261.582031
	Iteration 18Q: 3 clusters Score -209243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -209248.843750 Penalty: 2261.582031
	Iteration 19Q: 3 clusters Score -209248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209252.796875 Penalty: 2261.582031
	Iteration 20F: 3 clusters Score -209252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209258.484375 Penalty: 2261.582031
	Iteration 21Q: 3 clusters Score -209258.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209260.359375 Penalty: 2261.582031
	Iteration 22Q: 3 clusters Score -209260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209261.281250 Penalty: 2261.582031
	Iteration 23Q: 3 clusters Score -209261.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209261.281250 Penalty: 2261.582031
	Iteration 24F: 3 clusters Score -209261.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Entering Unmasked Estep 
Score: -3130665.000000 Penalty: 1523.493286
	Iteration 0F: 2 clusters Score -3130665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3112509.500000 Penalty: 3046.986572
	Iteration 0F: 3 clusters Score -3112510 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -3119160.000000 Penalty: 3046.986572
	Iteration 1F: 3 clusters Score -3119160 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3119591.250000 Penalty: 3046.986572
	Iteration 2Q: 3 clusters Score -3119591 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3119992.500000 Penalty: 3046.986572
	Iteration 3Q: 3 clusters Score -3119992 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3120409.750000 Penalty: 3046.986572
	Iteration 4Q: 3 clusters Score -3120410 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3120886.750000 Penalty: 3046.986572
	Iteration 5Q: 3 clusters Score -3120887 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -3121393.500000 Penalty: 3046.986572
	Iteration 6Q: 3 clusters Score -3121394 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3121978.500000 Penalty: 3046.986572
	Iteration 7Q: 3 clusters Score -3121978 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3122595.250000 Penalty: 3046.986572
	Iteration 8Q: 3 clusters Score -3122595 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3123204.000000 Penalty: 3046.986572
	Iteration 9Q: 3 clusters Score -3123204 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3123808.000000 Penalty: 3046.986572
	Iteration 10Q: 3 clusters Score -3123808 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3124363.250000 Penalty: 3046.986572
	Iteration 11Q: 3 clusters Score -3124363 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3124959.500000 Penalty: 3046.986572
	Iteration 12Q: 3 clusters Score -3124960 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3125558.500000 Penalty: 3046.986572
	Iteration 13Q: 3 clusters Score -3125558 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3126155.250000 Penalty: 3046.986572
	Iteration 14Q: 3 clusters Score -3126155 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3126723.500000 Penalty: 3046.986572
	Iteration 15Q: 3 clusters Score -3126724 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3127288.000000 Penalty: 3046.986572
	Iteration 16Q: 3 clusters Score -3127288 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3127789.750000 Penalty: 3046.986572
	Iteration 17Q: 3 clusters Score -3127790 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3128278.750000 Penalty: 3046.986572
	Iteration 18Q: 3 clusters Score -3128279 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3128643.750000 Penalty: 3046.986572
	Iteration 19Q: 3 clusters Score -3128644 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3128868.250000 Penalty: 3046.986572
	Iteration 20F: 3 clusters Score -3128868 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3129016.750000 Penalty: 3046.986572
	Iteration 21Q: 3 clusters Score -3129017 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3129098.500000 Penalty: 3046.986572
	Iteration 22Q: 3 clusters Score -3129098 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3129173.750000 Penalty: 3046.986572
	Iteration 23Q: 3 clusters Score -3129174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3129229.750000 Penalty: 3046.986572
	Iteration 24Q: 3 clusters Score -3129230 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3129304.000000 Penalty: 3046.986572
	Iteration 25Q: 3 clusters Score -3129304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3129356.500000 Penalty: 3046.986572
	Iteration 26Q: 3 clusters Score -3129356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3129388.750000 Penalty: 3046.986572
	Iteration 27Q: 3 clusters Score -3129389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3129409.500000 Penalty: 3046.986572
	Iteration 28Q: 3 clusters Score -3129410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3129431.500000 Penalty: 3046.986572
	Iteration 29Q: 3 clusters Score -3129432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3129434.250000 Penalty: 3046.986572
	Iteration 30Q: 3 clusters Score -3129434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3129457.000000 Penalty: 3046.986572
	Iteration 31Q: 3 clusters Score -3129457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3129470.250000 Penalty: 3046.986572
	Iteration 32Q: 3 clusters Score -3129470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3129482.000000 Penalty: 3046.986572
	Iteration 33Q: 3 clusters Score -3129482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3129502.000000 Penalty: 3046.986572
	Iteration 34Q: 3 clusters Score -3129502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3129506.500000 Penalty: 3046.986572
	Iteration 35Q: 3 clusters Score -3129506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3129523.750000 Penalty: 3046.986572
	Iteration 36Q: 3 clusters Score -3129524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3129523.250000 Penalty: 3046.986572
	Iteration 37Q: 3 clusters Score -3129523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3129525.500000 Penalty: 3046.986572
	Iteration 38Q: 3 clusters Score -3129526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3129535.750000 Penalty: 3046.986572
	Iteration 39Q: 3 clusters Score -3129536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3129538.000000 Penalty: 3046.986572
	Iteration 40F: 3 clusters Score -3129538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3129538.000000 Penalty: 3046.986572
	Iteration 41Q: 3 clusters Score -3129538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3129537.500000 Penalty: 3046.986572
	Iteration 42Q: 3 clusters Score -3129538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3129536.750000 Penalty: 3046.986572
	Iteration 43Q: 3 clusters Score -3129537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3129535.500000 Penalty: 3046.986572
	Iteration 44Q: 3 clusters Score -3129536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3129540.750000 Penalty: 3046.986572
	Iteration 45Q: 3 clusters Score -3129541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3129547.250000 Penalty: 3046.986572
	Iteration 46Q: 3 clusters Score -3129547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3129558.500000 Penalty: 3046.986572
	Iteration 47Q: 3 clusters Score -3129558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3129559.750000 Penalty: 3046.986572
	Iteration 48Q: 3 clusters Score -3129560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3129560.250000 Penalty: 3046.986572
	Iteration 49Q: 3 clusters Score -3129560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3129565.750000 Penalty: 3046.986572
	Iteration 50Q: 3 clusters Score -3129566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3129569.000000 Penalty: 3046.986572
	Iteration 51Q: 3 clusters Score -3129569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3129565.250000 Penalty: 3046.986572
	Iteration 52Q: 3 clusters Score -3129565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3129568.500000 Penalty: 3046.986572
	Iteration 53Q: 3 clusters Score -3129568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3129569.000000 Penalty: 3046.986572
	Iteration 54Q: 3 clusters Score -3129569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3129567.500000 Penalty: 3046.986572
	Iteration 55Q: 3 clusters Score -3129568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3129567.500000 Penalty: 3046.986572
	Iteration 56F: 3 clusters Score -3129568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Entering Unmasked Estep 
Score: -4442118.500000 Penalty: 1577.747070
	Iteration 0F: 2 clusters Score -4442118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4415648.500000 Penalty: 3155.494141
	Iteration 0F: 3 clusters Score -4415648 nChanged 18505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -4425713.500000 Penalty: 3155.494141
	Iteration 1F: 3 clusters Score -4425714 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4426285.500000 Penalty: 3155.494141
	Iteration 2Q: 3 clusters Score -4426286 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -4426828.500000 Penalty: 3155.494141
	Iteration 3Q: 3 clusters Score -4426828 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4427438.500000 Penalty: 3155.494141
	Iteration 4Q: 3 clusters Score -4427438 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4428186.000000 Penalty: 3155.494141
	Iteration 5Q: 3 clusters Score -4428186 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4429127.000000 Penalty: 3155.494141
	Iteration 6F: 3 clusters Score -4429127 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4430198.000000 Penalty: 3155.494141
	Iteration 7F: 3 clusters Score -4430198 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -4431342.500000 Penalty: 3155.494141
	Iteration 8F: 3 clusters Score -4431342 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4432723.000000 Penalty: 3155.494141
	Iteration 9F: 3 clusters Score -4432723 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4434255.000000 Penalty: 3155.494141
	Iteration 10F: 3 clusters Score -4434255 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4435953.000000 Penalty: 3155.494141
	Iteration 11F: 3 clusters Score -4435953 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4437660.000000 Penalty: 3155.494141
	Iteration 12Q: 3 clusters Score -4437660 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4439053.500000 Penalty: 3155.494141
	Iteration 13Q: 3 clusters Score -4439054 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4439927.500000 Penalty: 3155.494141
	Iteration 14Q: 3 clusters Score -4439928 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4440365.000000 Penalty: 3155.494141
	Iteration 15Q: 3 clusters Score -4440365 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4440602.000000 Penalty: 3155.494141
	Iteration 16Q: 3 clusters Score -4440602 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4440700.000000 Penalty: 3155.494141
	Iteration 17Q: 3 clusters Score -4440700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4440743.500000 Penalty: 3155.494141
	Iteration 18Q: 3 clusters Score -4440744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4440770.500000 Penalty: 3155.494141
	Iteration 19Q: 3 clusters Score -4440770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4440786.500000 Penalty: 3155.494141
	Iteration 20F: 3 clusters Score -4440786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4440794.500000 Penalty: 3155.494141
	Iteration 21Q: 3 clusters Score -4440794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4440802.500000 Penalty: 3155.494141
	Iteration 22Q: 3 clusters Score -4440802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4440806.500000 Penalty: 3155.494141
	Iteration 23Q: 3 clusters Score -4440806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4440811.500000 Penalty: 3155.494141
	Iteration 24Q: 3 clusters Score -4440812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4440811.500000 Penalty: 3155.494141
	Iteration 25Q: 3 clusters Score -4440812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4440811.500000 Penalty: 3155.494141
	Iteration 26F: 3 clusters Score -4440812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Entering Unmasked Estep 
Score: -11605132.000000 Penalty: 1722.417236
	Iteration 0F: 2 clusters Score -1.160513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -11535052.000000 Penalty: 3444.834473
	Iteration 0F: 3 clusters Score -1.153505e+07 nChanged 50643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -11564708.000000 Penalty: 3444.834473
	Iteration 1F: 3 clusters Score -1.156471e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -11566121.000000 Penalty: 3444.834473
	Iteration 2Q: 3 clusters Score -1.156612e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -11568096.000000 Penalty: 3444.834473
	Iteration 3Q: 3 clusters Score -1.15681e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66875 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -11570790.000000 Penalty: 3444.834473
	Iteration 4F: 3 clusters Score -1.157079e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -11574936.000000 Penalty: 3444.834473
	Iteration 5F: 3 clusters Score -1.157494e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -11581339.000000 Penalty: 3444.834473
	Iteration 6F: 3 clusters Score -1.158134e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -11588997.000000 Penalty: 3444.834473
	Iteration 7F: 3 clusters Score -1.1589e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -11596189.000000 Penalty: 3444.834473
	Iteration 8F: 3 clusters Score -1.159619e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -11600701.000000 Penalty: 3444.834473
	Iteration 9Q: 3 clusters Score -1.16007e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104900 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -11602505.000000 Penalty: 3444.834473
	Iteration 10Q: 3 clusters Score -1.16025e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11603283.000000 Penalty: 3444.834473
	Iteration 11Q: 3 clusters Score -1.160328e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11603619.000000 Penalty: 3444.834473
	Iteration 12Q: 3 clusters Score -1.160362e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106090 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11603735.000000 Penalty: 3444.834473
	Iteration 13Q: 3 clusters Score -1.160374e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11603799.000000 Penalty: 3444.834473
	Iteration 14Q: 3 clusters Score -1.16038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11603839.000000 Penalty: 3444.834473
	Iteration 15Q: 3 clusters Score -1.160384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11603859.000000 Penalty: 3444.834473
	Iteration 16Q: 3 clusters Score -1.160386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11603863.000000 Penalty: 3444.834473
	Iteration 17Q: 3 clusters Score -1.160386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106173 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11603872.000000 Penalty: 3444.834473
	Iteration 18Q: 3 clusters Score -1.160387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -11603884.000000 Penalty: 3444.834473
	Iteration 19Q: 3 clusters Score -1.160388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106176 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -11603881.000000 Penalty: 3444.834473
	Iteration 20F: 3 clusters Score -1.160388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106178 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -11603872.000000 Penalty: 3444.834473
	Iteration 21Q: 3 clusters Score -1.160387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106179 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11603878.000000 Penalty: 3444.834473
	Iteration 22Q: 3 clusters Score -1.160388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11603879.000000 Penalty: 3444.834473
	Iteration 23Q: 3 clusters Score -1.160388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11603879.000000 Penalty: 3444.834473
	Iteration 24F: 3 clusters Score -1.160388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Entering Unmasked Estep 
Score: -1787104.000000 Penalty: 1433.203613
	Iteration 0F: 2 clusters Score -1787104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1777075.000000 Penalty: 2866.407227
	Iteration 0F: 3 clusters Score -1777075 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1780562.875000 Penalty: 2866.407227
	Iteration 1F: 3 clusters Score -1780563 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1780846.750000 Penalty: 2866.407227
	Iteration 2F: 3 clusters Score -1780847 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1781051.000000 Penalty: 2866.407227
	Iteration 3Q: 3 clusters Score -1781051 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1781205.750000 Penalty: 2866.407227
	Iteration 4Q: 3 clusters Score -1781206 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1781340.875000 Penalty: 2866.407227
	Iteration 5Q: 3 clusters Score -1781341 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1781466.125000 Penalty: 2866.407227
	Iteration 6Q: 3 clusters Score -1781466 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1781567.625000 Penalty: 2866.407227
	Iteration 7Q: 3 clusters Score -1781568 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1781669.375000 Penalty: 2866.407227
	Iteration 8Q: 3 clusters Score -1781669 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1781763.875000 Penalty: 2866.407227
	Iteration 9Q: 3 clusters Score -1781764 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1781862.250000 Penalty: 2866.407227
	Iteration 10Q: 3 clusters Score -1781862 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1781972.375000 Penalty: 2866.407227
	Iteration 11Q: 3 clusters Score -1781972 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1782115.250000 Penalty: 2866.407227
	Iteration 12Q: 3 clusters Score -1782115 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1782277.625000 Penalty: 2866.407227
	Iteration 13Q: 3 clusters Score -1782278 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1782505.125000 Penalty: 2866.407227
	Iteration 14Q: 3 clusters Score -1782505 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1782776.375000 Penalty: 2866.407227
	Iteration 15Q: 3 clusters Score -1782776 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1783113.250000 Penalty: 2866.407227
	Iteration 16Q: 3 clusters Score -1783113 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1783564.875000 Penalty: 2866.407227
	Iteration 17Q: 3 clusters Score -1783565 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1784080.250000 Penalty: 2866.407227
	Iteration 18Q: 3 clusters Score -1784080 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1784650.375000 Penalty: 2866.407227
	Iteration 19Q: 3 clusters Score -1784650 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1785112.500000 Penalty: 2866.407227
	Iteration 20F: 3 clusters Score -1785112 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1785427.750000 Penalty: 2866.407227
	Iteration 21Q: 3 clusters Score -1785428 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1785612.250000 Penalty: 2866.407227
	Iteration 22Q: 3 clusters Score -1785612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1785715.125000 Penalty: 2866.407227
	Iteration 23Q: 3 clusters Score -1785715 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1785783.125000 Penalty: 2866.407227
	Iteration 24Q: 3 clusters Score -1785783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1785843.625000 Penalty: 2866.407227
	Iteration 25Q: 3 clusters Score -1785844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1785891.625000 Penalty: 2866.407227
	Iteration 26Q: 3 clusters Score -1785892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1785912.625000 Penalty: 2866.407227
	Iteration 27Q: 3 clusters Score -1785913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1785926.750000 Penalty: 2866.407227
	Iteration 28Q: 3 clusters Score -1785927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1785934.250000 Penalty: 2866.407227
	Iteration 29Q: 3 clusters Score -1785934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1785939.875000 Penalty: 2866.407227
	Iteration 30Q: 3 clusters Score -1785940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1785953.250000 Penalty: 2866.407227
	Iteration 31Q: 3 clusters Score -1785953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1785961.625000 Penalty: 2866.407227
	Iteration 32Q: 3 clusters Score -1785962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1785964.625000 Penalty: 2866.407227
	Iteration 33Q: 3 clusters Score -1785965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1785967.625000 Penalty: 2866.407227
	Iteration 34Q: 3 clusters Score -1785968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1785969.750000 Penalty: 2866.407227
	Iteration 35Q: 3 clusters Score -1785970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1785970.125000 Penalty: 2866.407227
	Iteration 36Q: 3 clusters Score -1785970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1785973.750000 Penalty: 2866.407227
	Iteration 37Q: 3 clusters Score -1785974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1785973.750000 Penalty: 2866.407227
	Iteration 38F: 3 clusters Score -1785974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Entering Unmasked Estep 
Score: -3376909.750000 Penalty: 1535.967529
	Iteration 0F: 2 clusters Score -3376910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3357099.000000 Penalty: 3071.935059
	Iteration 0F: 3 clusters Score -3357099 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3364679.000000 Penalty: 3071.935059
	Iteration 1F: 3 clusters Score -3364679 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3365274.250000 Penalty: 3071.935059
	Iteration 2Q: 3 clusters Score -3365274 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3365836.500000 Penalty: 3071.935059
	Iteration 3Q: 3 clusters Score -3365836 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3366446.000000 Penalty: 3071.935059
	Iteration 4Q: 3 clusters Score -3366446 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3367076.500000 Penalty: 3071.935059
	Iteration 5Q: 3 clusters Score -3367076 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3367768.750000 Penalty: 3071.935059
	Iteration 6Q: 3 clusters Score -3367769 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3368531.000000 Penalty: 3071.935059
	Iteration 7Q: 3 clusters Score -3368531 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3369427.000000 Penalty: 3071.935059
	Iteration 8F: 3 clusters Score -3369427 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3370340.000000 Penalty: 3071.935059
	Iteration 9Q: 3 clusters Score -3370340 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3371291.000000 Penalty: 3071.935059
	Iteration 10Q: 3 clusters Score -3371291 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3372186.250000 Penalty: 3071.935059
	Iteration 11Q: 3 clusters Score -3372186 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3372840.000000 Penalty: 3071.935059
	Iteration 12Q: 3 clusters Score -3372840 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3373235.000000 Penalty: 3071.935059
	Iteration 13Q: 3 clusters Score -3373235 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3373464.500000 Penalty: 3071.935059
	Iteration 14Q: 3 clusters Score -3373464 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3373580.500000 Penalty: 3071.935059
	Iteration 15Q: 3 clusters Score -3373580 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3373655.500000 Penalty: 3071.935059
	Iteration 16Q: 3 clusters Score -3373656 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3373702.500000 Penalty: 3071.935059
	Iteration 17Q: 3 clusters Score -3373702 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3373742.500000 Penalty: 3071.935059
	Iteration 18Q: 3 clusters Score -3373742 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3373756.250000 Penalty: 3071.935059
	Iteration 19Q: 3 clusters Score -3373756 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3373788.000000 Penalty: 3071.935059
	Iteration 20F: 3 clusters Score -3373788 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3373802.500000 Penalty: 3071.935059
	Iteration 21Q: 3 clusters Score -3373802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3373815.250000 Penalty: 3071.935059
	Iteration 22Q: 3 clusters Score -3373815 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3373824.750000 Penalty: 3071.935059
	Iteration 23Q: 3 clusters Score -3373825 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3373820.250000 Penalty: 3071.935059
	Iteration 24Q: 3 clusters Score -3373820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3373834.500000 Penalty: 3071.935059
	Iteration 25Q: 3 clusters Score -3373834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3373840.250000 Penalty: 3071.935059
	Iteration 26Q: 3 clusters Score -3373840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3373860.500000 Penalty: 3071.935059
	Iteration 27Q: 3 clusters Score -3373860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3373878.250000 Penalty: 3071.935059
	Iteration 28Q: 3 clusters Score -3373878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3373905.500000 Penalty: 3071.935059
	Iteration 29Q: 3 clusters Score -3373906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3373914.000000 Penalty: 3071.935059
	Iteration 30Q: 3 clusters Score -3373914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3373921.250000 Penalty: 3071.935059
	Iteration 31Q: 3 clusters Score -3373921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3373915.750000 Penalty: 3071.935059
	Iteration 32Q: 3 clusters Score -3373916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3373929.500000 Penalty: 3071.935059
	Iteration 33Q: 3 clusters Score -3373930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -3373925.250000 Penalty: 3071.935059
	Iteration 34Q: 3 clusters Score -3373925 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3373932.250000 Penalty: 3071.935059
	Iteration 35Q: 3 clusters Score -3373932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3373928.250000 Penalty: 3071.935059
	Iteration 36Q: 3 clusters Score -3373928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -3373927.750000 Penalty: 3071.935059
	Iteration 37Q: 3 clusters Score -3373928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3373926.750000 Penalty: 3071.935059
	Iteration 38Q: 3 clusters Score -3373927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3373943.250000 Penalty: 3071.935059
	Iteration 39Q: 3 clusters Score -3373943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3373945.750000 Penalty: 3071.935059
	Iteration 40F: 3 clusters Score -3373946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3373951.000000 Penalty: 3071.935059
	Iteration 41Q: 3 clusters Score -3373951 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3373953.750000 Penalty: 3071.935059
	Iteration 42Q: 3 clusters Score -3373954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3373952.250000 Penalty: 3071.935059
	Iteration 43Q: 3 clusters Score -3373952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3373950.250000 Penalty: 3071.935059
	Iteration 44Q: 3 clusters Score -3373950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3373951.750000 Penalty: 3071.935059
	Iteration 45Q: 3 clusters Score -3373952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3373971.250000 Penalty: 3071.935059
	Iteration 46Q: 3 clusters Score -3373971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3373970.500000 Penalty: 3071.935059
	Iteration 47Q: 3 clusters Score -3373970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3373968.750000 Penalty: 3071.935059
	Iteration 48Q: 3 clusters Score -3373969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3373962.500000 Penalty: 3071.935059
	Iteration 49Q: 3 clusters Score -3373962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -3373963.750000 Penalty: 3071.935059
	Iteration 50Q: 3 clusters Score -3373964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3373967.000000 Penalty: 3071.935059
	Iteration 51Q: 3 clusters Score -3373967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3373969.750000 Penalty: 3071.935059
	Iteration 52Q: 3 clusters Score -3373970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3373974.250000 Penalty: 3071.935059
	Iteration 53Q: 3 clusters Score -3373974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3373985.000000 Penalty: 3071.935059
	Iteration 54Q: 3 clusters Score -3373985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3373983.000000 Penalty: 3071.935059
	Iteration 55Q: 3 clusters Score -3373983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3373995.500000 Penalty: 3071.935059
	Iteration 56Q: 3 clusters Score -3373996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3373997.250000 Penalty: 3071.935059
	Iteration 57Q: 3 clusters Score -3373997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3374003.750000 Penalty: 3071.935059
	Iteration 58Q: 3 clusters Score -3374004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3374008.500000 Penalty: 3071.935059
	Iteration 59Q: 3 clusters Score -3374008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3374002.750000 Penalty: 3071.935059
	Iteration 60F: 3 clusters Score -3374003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3374004.250000 Penalty: 3071.935059
	Iteration 61Q: 3 clusters Score -3374004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3374011.250000 Penalty: 3071.935059
	Iteration 62Q: 3 clusters Score -3374011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3374012.500000 Penalty: 3071.935059
	Iteration 63Q: 3 clusters Score -3374012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3374010.500000 Penalty: 3071.935059
	Iteration 64Q: 3 clusters Score -3374010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3374016.750000 Penalty: 3071.935059
	Iteration 65Q: 3 clusters Score -3374017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3374008.750000 Penalty: 3071.935059
	Iteration 66Q: 3 clusters Score -3374009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3374010.750000 Penalty: 3071.935059
	Iteration 67Q: 3 clusters Score -3374011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3374021.750000 Penalty: 3071.935059
	Iteration 68Q: 3 clusters Score -3374022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3374016.500000 Penalty: 3071.935059
	Iteration 69Q: 3 clusters Score -3374016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3374014.250000 Penalty: 3071.935059
	Iteration 70Q: 3 clusters Score -3374014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3374016.750000 Penalty: 3071.935059
	Iteration 71Q: 3 clusters Score -3374017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3374024.500000 Penalty: 3071.935059
	Iteration 72Q: 3 clusters Score -3374024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3374023.250000 Penalty: 3071.935059
	Iteration 73Q: 3 clusters Score -3374023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3374024.000000 Penalty: 3071.935059
	Iteration 74Q: 3 clusters Score -3374024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3374028.000000 Penalty: 3071.935059
	Iteration 75Q: 3 clusters Score -3374028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -3374030.250000 Penalty: 3071.935059
	Iteration 76Q: 3 clusters Score -3374030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3374037.250000 Penalty: 3071.935059
	Iteration 77Q: 3 clusters Score -3374037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3374047.000000 Penalty: 3071.935059
	Iteration 78Q: 3 clusters Score -3374047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3374046.000000 Penalty: 3071.935059
	Iteration 79Q: 3 clusters Score -3374046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3374046.000000 Penalty: 3071.935059
	Iteration 80F: 3 clusters Score -3374046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3374048.750000 Penalty: 3071.935059
	Iteration 81Q: 3 clusters Score -3374049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3374047.750000 Penalty: 3071.935059
	Iteration 82Q: 3 clusters Score -3374048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3374054.750000 Penalty: 3071.935059
	Iteration 83Q: 3 clusters Score -3374055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3374060.750000 Penalty: 3071.935059
	Iteration 84Q: 3 clusters Score -3374061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3374058.000000 Penalty: 3071.935059
	Iteration 85Q: 3 clusters Score -3374058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3374060.750000 Penalty: 3071.935059
	Iteration 86Q: 3 clusters Score -3374061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3374058.000000 Penalty: 3071.935059
	Iteration 87Q: 3 clusters Score -3374058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3374063 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3374065 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3374068 nChanged 16
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Mstep: Class 1 contains 19358 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3374068 nChanged 16
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Mstep: Class 1 contains 19374 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3374068 nChanged 18
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Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3374068 nChanged 18
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Mstep: Class 1 contains 19410 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3374070 nChanged 15
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Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3374074 nChanged 17
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Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3374077 nChanged 20
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Mstep: Class 1 contains 19462 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3374087 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3374085 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19509 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3374087 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3374092 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3374095 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3374096 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3374102 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3374116 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3374113 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3374113 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3374110 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3374112 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3374121 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3374128 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3374122 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3374112 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3374119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3374123.250000 Penalty: 3071.935059
	Iteration 114Q: 3 clusters Score -3374123 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3374119 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3374134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3374130 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3374130 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3374135 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20215 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3374140 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3374154 nChanged 27
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Mstep: Class 1 contains 20272 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3374151 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20292 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3374149 nChanged 18
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Mstep: Class 1 contains 20310 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3374150 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3374149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3374151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3374139.000000 Penalty: 3071.935059
	Iteration 127Q: 3 clusters Score -3374139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3374142.750000 Penalty: 3071.935059
	Iteration 128Q: 3 clusters Score -3374143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3374151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3374150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3374149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3374146.750000 Penalty: 3071.935059
	Iteration 132Q: 3 clusters Score -3374147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3374158.750000 Penalty: 3071.935059
	Iteration 133Q: 3 clusters Score -3374159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3374156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3374161.000000 Penalty: 3071.935059
	Iteration 135Q: 3 clusters Score -3374161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3374166 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3374164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3374177.000000 Penalty: 3071.935059
	Iteration 138Q: 3 clusters Score -3374177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3374170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -3374167.500000 Penalty: 3071.935059
	Iteration 140F: 3 clusters Score -3374168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3374166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3374169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3374164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3374166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3374168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3374164 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3374173.250000 Penalty: 3071.935059
	Iteration 147Q: 3 clusters Score -3374173 nChanged 10
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Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3374170 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3374169 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3374161.000000 Penalty: 3071.935059
	Iteration 150Q: 3 clusters Score -3374161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3374169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3374164.250000 Penalty: 3071.935059
	Iteration 152Q: 3 clusters Score -3374164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -3374162.500000 Penalty: 3071.935059
	Iteration 153Q: 3 clusters Score -3374162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -3374159.000000 Penalty: 3071.935059
	Iteration 154Q: 3 clusters Score -3374159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3374159.250000 Penalty: 3071.935059
	Iteration 155Q: 3 clusters Score -3374159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3374158.250000 Penalty: 3071.935059
	Iteration 156Q: 3 clusters Score -3374158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3374161.750000 Penalty: 3071.935059
	Iteration 157Q: 3 clusters Score -3374162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3374162.750000 Penalty: 3071.935059
	Iteration 158Q: 3 clusters Score -3374163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3374167.750000 Penalty: 3071.935059
	Iteration 159Q: 3 clusters Score -3374168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3374164.250000 Penalty: 3071.935059
	Iteration 160F: 3 clusters Score -3374164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3374171.250000 Penalty: 3071.935059
	Iteration 161Q: 3 clusters Score -3374171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3374170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3374170.500000 Penalty: 3071.935059
	Iteration 163Q: 3 clusters Score -3374170 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3374167 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3374168 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3374172 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3374169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3374168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3374169.250000 Penalty: 3071.935059
	Iteration 169Q: 3 clusters Score -3374169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3374174.000000 Penalty: 3071.935059
	Iteration 170Q: 3 clusters Score -3374174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3374181.500000 Penalty: 3071.935059
	Iteration 171Q: 3 clusters Score -3374182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3374181.500000 Penalty: 3071.935059
	Iteration 172Q: 3 clusters Score -3374182 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20852 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3374180 nChanged 0
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Mstep: Class 1 contains 20852 members 
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Entering Unmasked Estep 
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	Iteration 174F: 3 clusters Score -3374180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22527 members 
Entering Unmasked Estep 
Score: -2277261.500000 Penalty: 1491.343506
	Iteration 0F: 2 clusters Score -2277262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2262506 nChanged 10047
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Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2268001 nChanged 1248
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Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2268513 nChanged 1134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2269018.250000 Penalty: 2982.687012
	Iteration 3F: 3 clusters Score -2269018 nChanged 1141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2269632.000000 Penalty: 2982.687012
	Iteration 4F: 3 clusters Score -2269632 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2270445.500000 Penalty: 2982.687012
	Iteration 5F: 3 clusters Score -2270446 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2271572.000000 Penalty: 2982.687012
	Iteration 6F: 3 clusters Score -2271572 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2273096.000000 Penalty: 2982.687012
	Iteration 7F: 3 clusters Score -2273096 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2274934.250000 Penalty: 2982.687012
	Iteration 8F: 3 clusters Score -2274934 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2276721.250000 Penalty: 2982.687012
	Iteration 9F: 3 clusters Score -2276721 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2278091.750000 Penalty: 2982.687012
	Iteration 10Q: 3 clusters Score -2278092 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2278906.250000 Penalty: 2982.687012
	Iteration 11Q: 3 clusters Score -2278906 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2279301.750000 Penalty: 2982.687012
	Iteration 12Q: 3 clusters Score -2279302 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2279482.250000 Penalty: 2982.687012
	Iteration 13Q: 3 clusters Score -2279482 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2279578.500000 Penalty: 2982.687012
	Iteration 14Q: 3 clusters Score -2279578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2279642.500000 Penalty: 2982.687012
	Iteration 15Q: 3 clusters Score -2279642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2279670.500000 Penalty: 2982.687012
	Iteration 16Q: 3 clusters Score -2279670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2279688.500000 Penalty: 2982.687012
	Iteration 17Q: 3 clusters Score -2279688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2279692.750000 Penalty: 2982.687012
	Iteration 18Q: 3 clusters Score -2279693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2279694.750000 Penalty: 2982.687012
	Iteration 19Q: 3 clusters Score -2279695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2279695.750000 Penalty: 2982.687012
	Iteration 20F: 3 clusters Score -2279696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2279699.500000 Penalty: 2982.687012
	Iteration 21Q: 3 clusters Score -2279700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2279701.750000 Penalty: 2982.687012
	Iteration 22Q: 3 clusters Score -2279702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2279698.750000 Penalty: 2982.687012
	Iteration 23Q: 3 clusters Score -2279699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2279696.250000 Penalty: 2982.687012
	Iteration 24Q: 3 clusters Score -2279696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2279698.500000 Penalty: 2982.687012
	Iteration 25Q: 3 clusters Score -2279698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2279697.750000 Penalty: 2982.687012
	Iteration 26Q: 3 clusters Score -2279698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2279697.500000 Penalty: 2982.687012
	Iteration 27Q: 3 clusters Score -2279698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2279697.500000 Penalty: 2982.687012
	Iteration 28F: 3 clusters Score -2279698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 94408 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39534 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 18519 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 51753 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 15203 members 
Mstep: Class 11 contains 12622 members 
Mstep: Class 12 contains 79067 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 39527 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 27960 members 
Mstep: Class 17 contains 40261 members 
Mstep: Class 18 contains 106445 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 30405 members 
Mstep: Class 21 contains 20992 members 
Mstep: Class 22 contains 17830 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 13035 members 
Mstep: Class 25 contains 40230 members 
Mstep: Class 26 contains 1535 members 
Entering Unmasked Estep 
Score: -78787536.000000 Penalty: 52258.027344
Splitting cluster 21 changes total score from -78742000.000000 to -78787536.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (17830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Entering Unmasked Estep 
Score: -1985599.500000 Penalty: 1456.549438
	Iteration 0F: 2 clusters Score -1985600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1973923.750000 Penalty: 2913.098877
	Iteration 0F: 3 clusters Score -1973924 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1978063.875000 Penalty: 2913.098877
	Iteration 1F: 3 clusters Score -1978064 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1978518.000000 Penalty: 2913.098877
	Iteration 2F: 3 clusters Score -1978518 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1978950.125000 Penalty: 2913.098877
	Iteration 3F: 3 clusters Score -1978950 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1979363.875000 Penalty: 2913.098877
	Iteration 4F: 3 clusters Score -1979364 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1979770.875000 Penalty: 2913.098877
	Iteration 5Q: 3 clusters Score -1979771 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1980185.375000 Penalty: 2913.098877
	Iteration 6Q: 3 clusters Score -1980185 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1980582.375000 Penalty: 2913.098877
	Iteration 7Q: 3 clusters Score -1980582 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1980978.750000 Penalty: 2913.098877
	Iteration 8Q: 3 clusters Score -1980979 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1981349.625000 Penalty: 2913.098877
	Iteration 9Q: 3 clusters Score -1981350 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1981659.250000 Penalty: 2913.098877
	Iteration 10Q: 3 clusters Score -1981659 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1981954.000000 Penalty: 2913.098877
	Iteration 11Q: 3 clusters Score -1981954 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1982207.500000 Penalty: 2913.098877
	Iteration 12Q: 3 clusters Score -1982208 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1982422.000000 Penalty: 2913.098877
	Iteration 13Q: 3 clusters Score -1982422 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1982666.250000 Penalty: 2913.098877
	Iteration 14Q: 3 clusters Score -1982666 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1982895.500000 Penalty: 2913.098877
	Iteration 15Q: 3 clusters Score -1982896 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1983148.000000 Penalty: 2913.098877
	Iteration 16Q: 3 clusters Score -1983148 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1983398.375000 Penalty: 2913.098877
	Iteration 17Q: 3 clusters Score -1983398 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1983611.125000 Penalty: 2913.098877
	Iteration 18Q: 3 clusters Score -1983611 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1983775.875000 Penalty: 2913.098877
	Iteration 19Q: 3 clusters Score -1983776 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1983917.500000 Penalty: 2913.098877
	Iteration 20F: 3 clusters Score -1983918 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1984010.125000 Penalty: 2913.098877
	Iteration 21Q: 3 clusters Score -1984010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1984078.875000 Penalty: 2913.098877
	Iteration 22Q: 3 clusters Score -1984079 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1984132.125000 Penalty: 2913.098877
	Iteration 23Q: 3 clusters Score -1984132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1984177.500000 Penalty: 2913.098877
	Iteration 24Q: 3 clusters Score -1984178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1984218.000000 Penalty: 2913.098877
	Iteration 25Q: 3 clusters Score -1984218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1984246.750000 Penalty: 2913.098877
	Iteration 26Q: 3 clusters Score -1984247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1984269.250000 Penalty: 2913.098877
	Iteration 27Q: 3 clusters Score -1984269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1984287.250000 Penalty: 2913.098877
	Iteration 28Q: 3 clusters Score -1984287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1984301.375000 Penalty: 2913.098877
	Iteration 29Q: 3 clusters Score -1984301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1984313.250000 Penalty: 2913.098877
	Iteration 30Q: 3 clusters Score -1984313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1984328.250000 Penalty: 2913.098877
	Iteration 31Q: 3 clusters Score -1984328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1984337.125000 Penalty: 2913.098877
	Iteration 32Q: 3 clusters Score -1984337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1984349.250000 Penalty: 2913.098877
	Iteration 33Q: 3 clusters Score -1984349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1984351.625000 Penalty: 2913.098877
	Iteration 34Q: 3 clusters Score -1984352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1984359.375000 Penalty: 2913.098877
	Iteration 35Q: 3 clusters Score -1984359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1984365.250000 Penalty: 2913.098877
	Iteration 36Q: 3 clusters Score -1984365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1984370.625000 Penalty: 2913.098877
	Iteration 37Q: 3 clusters Score -1984371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1984381.375000 Penalty: 2913.098877
	Iteration 38Q: 3 clusters Score -1984381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1984389.750000 Penalty: 2913.098877
	Iteration 39Q: 3 clusters Score -1984390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1984392.500000 Penalty: 2913.098877
	Iteration 40F: 3 clusters Score -1984392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1984399.500000 Penalty: 2913.098877
	Iteration 41Q: 3 clusters Score -1984400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1984408.375000 Penalty: 2913.098877
	Iteration 42Q: 3 clusters Score -1984408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1984412.375000 Penalty: 2913.098877
	Iteration 43Q: 3 clusters Score -1984412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1984418.875000 Penalty: 2913.098877
	Iteration 44Q: 3 clusters Score -1984419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1984421.625000 Penalty: 2913.098877
	Iteration 45Q: 3 clusters Score -1984422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1984421.375000 Penalty: 2913.098877
	Iteration 46Q: 3 clusters Score -1984421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1984426.000000 Penalty: 2913.098877
	Iteration 47Q: 3 clusters Score -1984426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1984426.875000 Penalty: 2913.098877
	Iteration 48Q: 3 clusters Score -1984427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1984425.875000 Penalty: 2913.098877
	Iteration 49Q: 3 clusters Score -1984426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1984426.250000 Penalty: 2913.098877
	Iteration 50Q: 3 clusters Score -1984426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1984426.250000 Penalty: 2913.098877
	Iteration 51F: 3 clusters Score -1984426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -249858.421875 Penalty: 1156.961060
	Iteration 0F: 2 clusters Score -249858.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -247795.156250 Penalty: 2313.922119
	Iteration 0F: 3 clusters Score -247795.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -248311.265625 Penalty: 2313.922119
	Iteration 1F: 3 clusters Score -248311.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -248466.359375 Penalty: 2313.922119
	Iteration 2F: 3 clusters Score -248466.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -248573.265625 Penalty: 2313.922119
	Iteration 3Q: 3 clusters Score -248573.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -248647.906250 Penalty: 2313.922119
	Iteration 4Q: 3 clusters Score -248647.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -248701.078125 Penalty: 2313.922119
	Iteration 5Q: 3 clusters Score -248701.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -248745.859375 Penalty: 2313.922119
	Iteration 6Q: 3 clusters Score -248745.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -248779.203125 Penalty: 2313.922119
	Iteration 7Q: 3 clusters Score -248779.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -248804.093750 Penalty: 2313.922119
	Iteration 8Q: 3 clusters Score -248804.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -248830.687500 Penalty: 2313.922119
	Iteration 9Q: 3 clusters Score -248830.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -248859.562500 Penalty: 2313.922119
	Iteration 10Q: 3 clusters Score -248859.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -248890.296875 Penalty: 2313.922119
	Iteration 11Q: 3 clusters Score -248890.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -248932.187500 Penalty: 2313.922119
	Iteration 12Q: 3 clusters Score -248932.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -248988.984375 Penalty: 2313.922119
	Iteration 13Q: 3 clusters Score -248989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -249045.390625 Penalty: 2313.922119
	Iteration 14Q: 3 clusters Score -249045.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -249093.078125 Penalty: 2313.922119
	Iteration 15Q: 3 clusters Score -249093.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -249153.765625 Penalty: 2313.922119
	Iteration 16Q: 3 clusters Score -249153.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -249196.109375 Penalty: 2313.922119
	Iteration 17Q: 3 clusters Score -249196.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -249240.656250 Penalty: 2313.922119
	Iteration 18Q: 3 clusters Score -249240.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -249283.578125 Penalty: 2313.922119
	Iteration 19Q: 3 clusters Score -249283.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -249321.500000 Penalty: 2313.922119
	Iteration 20F: 3 clusters Score -249321.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -249350.296875 Penalty: 2313.922119
	Iteration 21Q: 3 clusters Score -249350.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -249383.593750 Penalty: 2313.922119
	Iteration 22Q: 3 clusters Score -249383.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -249419.156250 Penalty: 2313.922119
	Iteration 23Q: 3 clusters Score -249419.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -249444.796875 Penalty: 2313.922119
	Iteration 24Q: 3 clusters Score -249444.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -249461.484375 Penalty: 2313.922119
	Iteration 25Q: 3 clusters Score -249461.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -249483.937500 Penalty: 2313.922119
	Iteration 26Q: 3 clusters Score -249483.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -249499.453125 Penalty: 2313.922119
	Iteration 27Q: 3 clusters Score -249499.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -249507.359375 Penalty: 2313.922119
	Iteration 28Q: 3 clusters Score -249507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -249515.656250 Penalty: 2313.922119
	Iteration 29Q: 3 clusters Score -249515.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -249522.453125 Penalty: 2313.922119
	Iteration 30Q: 3 clusters Score -249522.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -249526.890625 Penalty: 2313.922119
	Iteration 31Q: 3 clusters Score -249526.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -249532.296875 Penalty: 2313.922119
	Iteration 32Q: 3 clusters Score -249532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -249535.203125 Penalty: 2313.922119
	Iteration 33Q: 3 clusters Score -249535.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -249540.203125 Penalty: 2313.922119
	Iteration 34Q: 3 clusters Score -249540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -249547.656250 Penalty: 2313.922119
	Iteration 35Q: 3 clusters Score -249547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -249554.859375 Penalty: 2313.922119
	Iteration 36Q: 3 clusters Score -249554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -249560.578125 Penalty: 2313.922119
	Iteration 37Q: 3 clusters Score -249560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -249561.453125 Penalty: 2313.922119
	Iteration 38Q: 3 clusters Score -249561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -249562.890625 Penalty: 2313.922119
	Iteration 39Q: 3 clusters Score -249562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -249564.546875 Penalty: 2313.922119
	Iteration 40F: 3 clusters Score -249564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -249566.187500 Penalty: 2313.922119
	Iteration 41Q: 3 clusters Score -249566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -249567.421875 Penalty: 2313.922119
	Iteration 42Q: 3 clusters Score -249567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -249569.468750 Penalty: 2313.922119
	Iteration 43Q: 3 clusters Score -249569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -249569.468750 Penalty: 2313.922119
	Iteration 44F: 3 clusters Score -249569.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Entering Unmasked Estep 
Score: -1394869.875000 Penalty: 1409.938599
	Iteration 0F: 2 clusters Score -1394870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1386239.000000 Penalty: 2819.877197
	Iteration 0F: 3 clusters Score -1386239 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1389380.875000 Penalty: 2819.877197
	Iteration 1F: 3 clusters Score -1389381 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1389847.375000 Penalty: 2819.877197
	Iteration 2F: 3 clusters Score -1389847 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1390257.875000 Penalty: 2819.877197
	Iteration 3F: 3 clusters Score -1390258 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1390588.625000 Penalty: 2819.877197
	Iteration 4F: 3 clusters Score -1390589 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1390865.250000 Penalty: 2819.877197
	Iteration 5Q: 3 clusters Score -1390865 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1391165.375000 Penalty: 2819.877197
	Iteration 6Q: 3 clusters Score -1391165 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1391492.250000 Penalty: 2819.877197
	Iteration 7Q: 3 clusters Score -1391492 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1391829.625000 Penalty: 2819.877197
	Iteration 8Q: 3 clusters Score -1391830 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1392153.000000 Penalty: 2819.877197
	Iteration 9Q: 3 clusters Score -1392153 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1392437.750000 Penalty: 2819.877197
	Iteration 10Q: 3 clusters Score -1392438 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1392701.875000 Penalty: 2819.877197
	Iteration 11Q: 3 clusters Score -1392702 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1392953.875000 Penalty: 2819.877197
	Iteration 12Q: 3 clusters Score -1392954 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1393152.250000 Penalty: 2819.877197
	Iteration 13Q: 3 clusters Score -1393152 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1393331.125000 Penalty: 2819.877197
	Iteration 14Q: 3 clusters Score -1393331 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1393448.375000 Penalty: 2819.877197
	Iteration 15Q: 3 clusters Score -1393448 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1393532.375000 Penalty: 2819.877197
	Iteration 16Q: 3 clusters Score -1393532 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1393613.625000 Penalty: 2819.877197
	Iteration 17Q: 3 clusters Score -1393614 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1393689.875000 Penalty: 2819.877197
	Iteration 18Q: 3 clusters Score -1393690 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1393736.375000 Penalty: 2819.877197
	Iteration 19Q: 3 clusters Score -1393736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1393760.375000 Penalty: 2819.877197
	Iteration 20F: 3 clusters Score -1393760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1393782.625000 Penalty: 2819.877197
	Iteration 21Q: 3 clusters Score -1393783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1393801.750000 Penalty: 2819.877197
	Iteration 22Q: 3 clusters Score -1393802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1393814.750000 Penalty: 2819.877197
	Iteration 23Q: 3 clusters Score -1393815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1393825.625000 Penalty: 2819.877197
	Iteration 24Q: 3 clusters Score -1393826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1393831.625000 Penalty: 2819.877197
	Iteration 25Q: 3 clusters Score -1393832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1393838.125000 Penalty: 2819.877197
	Iteration 26Q: 3 clusters Score -1393838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1393844.375000 Penalty: 2819.877197
	Iteration 27Q: 3 clusters Score -1393844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1393843.500000 Penalty: 2819.877197
	Iteration 28Q: 3 clusters Score -1393844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1393851.750000 Penalty: 2819.877197
	Iteration 29Q: 3 clusters Score -1393852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1393852.125000 Penalty: 2819.877197
	Iteration 30Q: 3 clusters Score -1393852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1393852.625000 Penalty: 2819.877197
	Iteration 31Q: 3 clusters Score -1393853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1393854.500000 Penalty: 2819.877197
	Iteration 32Q: 3 clusters Score -1393854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1393856.000000 Penalty: 2819.877197
	Iteration 33Q: 3 clusters Score -1393856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1393854.125000 Penalty: 2819.877197
	Iteration 34Q: 3 clusters Score -1393854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1393854.375000 Penalty: 2819.877197
	Iteration 35Q: 3 clusters Score -1393854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1393854.875000 Penalty: 2819.877197
	Iteration 36Q: 3 clusters Score -1393855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1393856.125000 Penalty: 2819.877197
	Iteration 37Q: 3 clusters Score -1393856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1393862.000000 Penalty: 2819.877197
	Iteration 38Q: 3 clusters Score -1393862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1393867.750000 Penalty: 2819.877197
	Iteration 39Q: 3 clusters Score -1393868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1393868.625000 Penalty: 2819.877197
	Iteration 40F: 3 clusters Score -1393869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1393874.750000 Penalty: 2819.877197
	Iteration 41Q: 3 clusters Score -1393875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1393874.375000 Penalty: 2819.877197
	Iteration 42Q: 3 clusters Score -1393874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1393875.875000 Penalty: 2819.877197
	Iteration 43Q: 3 clusters Score -1393876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1393877.000000 Penalty: 2819.877197
	Iteration 44Q: 3 clusters Score -1393877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1393882.000000 Penalty: 2819.877197
	Iteration 45Q: 3 clusters Score -1393882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1393882.625000 Penalty: 2819.877197
	Iteration 46Q: 3 clusters Score -1393883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1393883.875000 Penalty: 2819.877197
	Iteration 47Q: 3 clusters Score -1393884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1393886.625000 Penalty: 2819.877197
	Iteration 48Q: 3 clusters Score -1393887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1393886.750000 Penalty: 2819.877197
	Iteration 49Q: 3 clusters Score -1393887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1393887.125000 Penalty: 2819.877197
	Iteration 50Q: 3 clusters Score -1393887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1393887.750000 Penalty: 2819.877197
	Iteration 51Q: 3 clusters Score -1393888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1393887.875000 Penalty: 2819.877197
	Iteration 52Q: 3 clusters Score -1393888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1393885.875000 Penalty: 2819.877197
	Iteration 53Q: 3 clusters Score -1393886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1393889.000000 Penalty: 2819.877197
	Iteration 54Q: 3 clusters Score -1393889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1393888.750000 Penalty: 2819.877197
	Iteration 55Q: 3 clusters Score -1393889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1393888.750000 Penalty: 2819.877197
	Iteration 56F: 3 clusters Score -1393889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 94408 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39534 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 18519 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 51753 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 15203 members 
Mstep: Class 11 contains 12622 members 
Mstep: Class 12 contains 79067 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 39527 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 27960 members 
Mstep: Class 17 contains 40261 members 
Mstep: Class 18 contains 106445 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 30405 members 
Mstep: Class 21 contains 20992 members 
Mstep: Class 22 contains 17830 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 13035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78789016.000000 Penalty: 52258.027344
Iteration 119Q: 27 clusters Score -7.878902e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 94398 members 
Mstep: Class 3 contains 18187 members 
Mstep: Class 4 contains 39563 members 
Mstep: Class 5 contains 1996 members 
Mstep: Class 6 contains 18529 members 
Mstep: Class 7 contains 24747 members 
Mstep: Class 8 contains 51751 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 15249 members 
Mstep: Class 11 contains 12689 members 
Mstep: Class 12 contains 78277 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 39553 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 28012 members 
Mstep: Class 17 contains 40499 members 
Mstep: Class 18 contains 106774 members 
Mstep: Class 19 contains 15217 members 
Mstep: Class 20 contains 30439 members 
Mstep: Class 21 contains 21084 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 2381 members 
Mstep: Class 24 contains 13061 members 
Mstep: Class 25 contains 39904 members 
Mstep: Class 26 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78795616.000000 Penalty: 52258.027344
Iteration 120F: 27 clusters Score -7.879562e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 94347 members 
Mstep: Class 3 contains 18160 members 
Mstep: Class 4 contains 39535 members 
Mstep: Class 5 contains 1749 members 
Mstep: Class 6 contains 18534 members 
Mstep: Class 7 contains 24732 members 
Mstep: Class 8 contains 51740 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 15230 members 
Mstep: Class 11 contains 12699 members 
Mstep: Class 12 contains 78097 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 39501 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 16 contains 27983 members 
Mstep: Class 17 contains 40416 members 
Mstep: Class 18 contains 106692 members 
Mstep: Class 19 contains 10156 members 
Mstep: Class 20 contains 30370 members 
Mstep: Class 21 contains 20738 members 
Mstep: Class 22 contains 17828 members 
Mstep: Class 23 contains 2383 members 
Mstep: Class 24 contains 13092 members 
Mstep: Class 25 contains 45860 members 
Mstep: Class 26 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78799928.000000 Penalty: 52258.027344
Iteration 121Q: 27 clusters Score -7.879993e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 94325 members 
Mstep: Class 3 contains 18158 members 
Mstep: Class 4 contains 39532 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 18543 members 
Mstep: Class 7 contains 24736 members 
Mstep: Class 8 contains 51728 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 15234 members 
Mstep: Class 11 contains 12717 members 
Mstep: Class 12 contains 78605 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 39487 members 
Mstep: Class 15 contains 2005 members 
Mstep: Class 16 contains 27984 members 
Mstep: Class 17 contains 40422 members 
Mstep: Class 18 contains 106722 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 30342 members 
Mstep: Class 21 contains 20769 members 
Mstep: Class 22 contains 17828 members 
Mstep: Class 23 contains 2384 members 
Mstep: Class 24 contains 13101 members 
Mstep: Class 25 contains 47792 members 
Mstep: Class 26 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78801776.000000 Penalty: 52258.027344
Iteration 122Q: 27 clusters Score -7.880178e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 94310 members 
Mstep: Class 3 contains 18157 members 
Mstep: Class 4 contains 39536 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 18558 members 
Mstep: Class 7 contains 24741 members 
Mstep: Class 8 contains 51714 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 12749 members 
Mstep: Class 12 contains 78875 members 
Mstep: Class 13 contains 2921 members 
Mstep: Class 14 contains 39485 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 27987 members 
Mstep: Class 17 contains 40429 members 
Mstep: Class 18 contains 106749 members 
Mstep: Class 19 contains 6400 members 
Mstep: Class 20 contains 30323 members 
Mstep: Class 21 contains 20865 members 
Mstep: Class 22 contains 17836 members 
Mstep: Class 23 contains 2385 members 
Mstep: Class 24 contains 13103 members 
Mstep: Class 25 contains 48679 members 
Mstep: Class 26 contains 1894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78803456.000000 Penalty: 52258.027344
Iteration 123Q: 27 clusters Score -7.880346e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 94298 members 
Mstep: Class 3 contains 18156 members 
Mstep: Class 4 contains 39542 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 18563 members 
Mstep: Class 7 contains 24746 members 
Mstep: Class 8 contains 51707 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12766 members 
Mstep: Class 12 contains 78740 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 14 contains 39480 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 27990 members 
Mstep: Class 17 contains 40439 members 
Mstep: Class 18 contains 106767 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 30301 members 
Mstep: Class 21 contains 20957 members 
Mstep: Class 22 contains 17848 members 
Mstep: Class 23 contains 2386 members 
Mstep: Class 24 contains 13125 members 
Mstep: Class 25 contains 49138 members 
Mstep: Class 26 contains 1901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78807360.000000 Penalty: 52258.027344
Iteration 124Q: 27 clusters Score -7.880736e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 94283 members 
Mstep: Class 3 contains 18155 members 
Mstep: Class 4 contains 39542 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 18568 members 
Mstep: Class 7 contains 24747 members 
Mstep: Class 8 contains 51702 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12778 members 
Mstep: Class 12 contains 77424 members 
Mstep: Class 13 contains 2937 members 
Mstep: Class 14 contains 39475 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 16 contains 27991 members 
Mstep: Class 17 contains 40448 members 
Mstep: Class 18 contains 106783 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 30288 members 
Mstep: Class 21 contains 21028 members 
Mstep: Class 22 contains 17858 members 
Mstep: Class 23 contains 2389 members 
Mstep: Class 24 contains 13142 members 
Mstep: Class 25 contains 49220 members 
Mstep: Class 26 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78812784.000000 Penalty: 52258.027344
Iteration 125Q: 27 clusters Score -7.881278e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 94268 members 
Mstep: Class 3 contains 18153 members 
Mstep: Class 4 contains 39540 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 18570 members 
Mstep: Class 7 contains 24747 members 
Mstep: Class 8 contains 51702 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12794 members 
Mstep: Class 12 contains 74387 members 
Mstep: Class 13 contains 2944 members 
Mstep: Class 14 contains 39467 members 
Mstep: Class 15 contains 2007 members 
Mstep: Class 16 contains 27991 members 
Mstep: Class 17 contains 40450 members 
Mstep: Class 18 contains 106798 members 
Mstep: Class 19 contains 10111 members 
Mstep: Class 20 contains 30273 members 
Mstep: Class 21 contains 21050 members 
Mstep: Class 22 contains 17863 members 
Mstep: Class 23 contains 2389 members 
Mstep: Class 24 contains 13157 members 
Mstep: Class 25 contains 49194 members 
Mstep: Class 26 contains 1904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78816680.000000 Penalty: 52258.027344
Iteration 126Q: 27 clusters Score -7.881668e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 94246 members 
Mstep: Class 3 contains 18154 members 
Mstep: Class 4 contains 39535 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 18569 members 
Mstep: Class 7 contains 24746 members 
Mstep: Class 8 contains 51702 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 12813 members 
Mstep: Class 12 contains 70571 members 
Mstep: Class 13 contains 2951 members 
Mstep: Class 14 contains 39457 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 27989 members 
Mstep: Class 17 contains 40456 members 
Mstep: Class 18 contains 106831 members 
Mstep: Class 19 contains 13987 members 
Mstep: Class 20 contains 30259 members 
Mstep: Class 21 contains 21000 members 
Mstep: Class 22 contains 17865 members 
Mstep: Class 23 contains 2391 members 
Mstep: Class 24 contains 13162 members 
Mstep: Class 25 contains 49158 members 
Mstep: Class 26 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78821568.000000 Penalty: 52258.027344
Iteration 127Q: 27 clusters Score -7.882157e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 94227 members 
Mstep: Class 3 contains 18150 members 
Mstep: Class 4 contains 39533 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 18576 members 
Mstep: Class 7 contains 24740 members 
Mstep: Class 8 contains 51704 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 15235 members 
Mstep: Class 11 contains 12829 members 
Mstep: Class 12 contains 66037 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 39453 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 27990 members 
Mstep: Class 17 contains 40465 members 
Mstep: Class 18 contains 106852 members 
Mstep: Class 19 contains 18636 members 
Mstep: Class 20 contains 30250 members 
Mstep: Class 21 contains 20890 members 
Mstep: Class 22 contains 17861 members 
Mstep: Class 23 contains 2391 members 
Mstep: Class 24 contains 13161 members 
Mstep: Class 25 contains 49128 members 
Mstep: Class 26 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78827040.000000 Penalty: 52258.027344
Iteration 128Q: 27 clusters Score -7.882704e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 94217 members 
Mstep: Class 3 contains 18154 members 
Mstep: Class 4 contains 39526 members 
Mstep: Class 5 contains 1588 members 
Mstep: Class 6 contains 18583 members 
Mstep: Class 7 contains 24741 members 
Mstep: Class 8 contains 51697 members 
Mstep: Class 9 contains 3436 members 
Mstep: Class 10 contains 15230 members 
Mstep: Class 11 contains 12845 members 
Mstep: Class 12 contains 61808 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 14 contains 39439 members 
Mstep: Class 15 contains 1958 members 
Mstep: Class 16 contains 27996 members 
Mstep: Class 17 contains 40482 members 
Mstep: Class 18 contains 106884 members 
Mstep: Class 19 contains 22924 members 
Mstep: Class 20 contains 30228 members 
Mstep: Class 21 contains 20792 members 
Mstep: Class 22 contains 17858 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 13163 members 
Mstep: Class 25 contains 49098 members 
Mstep: Class 26 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78831304.000000 Penalty: 52258.027344
Iteration 129Q: 27 clusters Score -7.88313e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 94215 members 
Mstep: Class 3 contains 18157 members 
Mstep: Class 4 contains 39531 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 18592 members 
Mstep: Class 7 contains 24740 members 
Mstep: Class 8 contains 51683 members 
Mstep: Class 9 contains 3485 members 
Mstep: Class 10 contains 15224 members 
Mstep: Class 11 contains 12852 members 
Mstep: Class 12 contains 59145 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 14 contains 39434 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 27999 members 
Mstep: Class 17 contains 40508 members 
Mstep: Class 18 contains 106904 members 
Mstep: Class 19 contains 25562 members 
Mstep: Class 20 contains 30221 members 
Mstep: Class 21 contains 20757 members 
Mstep: Class 22 contains 17855 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 13167 members 
Mstep: Class 25 contains 49081 members 
Mstep: Class 26 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78833440.000000 Penalty: 52258.027344
Iteration 130Q: 27 clusters Score -7.883344e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 94211 members 
Mstep: Class 3 contains 18161 members 
Mstep: Class 4 contains 39530 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 18604 members 
Mstep: Class 7 contains 24740 members 
Mstep: Class 8 contains 51668 members 
Mstep: Class 9 contains 3523 members 
Mstep: Class 10 contains 15226 members 
Mstep: Class 11 contains 12862 members 
Mstep: Class 12 contains 57707 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 14 contains 39425 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 28000 members 
Mstep: Class 17 contains 40530 members 
Mstep: Class 18 contains 106936 members 
Mstep: Class 19 contains 26926 members 
Mstep: Class 20 contains 30206 members 
Mstep: Class 21 contains 20767 members 
Mstep: Class 22 contains 17851 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 13168 members 
Mstep: Class 25 contains 49077 members 
Mstep: Class 26 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78834464.000000 Penalty: 52258.027344
Iteration 131Q: 27 clusters Score -7.883446e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 94204 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 39531 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 18612 members 
Mstep: Class 7 contains 24741 members 
Mstep: Class 8 contains 51664 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 15226 members 
Mstep: Class 11 contains 12872 members 
Mstep: Class 12 contains 56951 members 
Mstep: Class 13 contains 2983 members 
Mstep: Class 14 contains 39419 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 28002 members 
Mstep: Class 17 contains 40545 members 
Mstep: Class 18 contains 106946 members 
Mstep: Class 19 contains 27635 members 
Mstep: Class 20 contains 30190 members 
Mstep: Class 21 contains 20796 members 
Mstep: Class 22 contains 17849 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13154 members 
Mstep: Class 25 contains 49086 members 
Mstep: Class 26 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78834816.000000 Penalty: 52258.027344
Iteration 132Q: 27 clusters Score -7.883482e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 94205 members 
Mstep: Class 3 contains 18166 members 
Mstep: Class 4 contains 39531 members 
Mstep: Class 5 contains 1589 members 
Mstep: Class 6 contains 18616 members 
Mstep: Class 7 contains 24743 members 
Mstep: Class 8 contains 51660 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 15226 members 
Mstep: Class 11 contains 12884 members 
Mstep: Class 12 contains 56526 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 39409 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 28000 members 
Mstep: Class 17 contains 40542 members 
Mstep: Class 18 contains 106955 members 
Mstep: Class 19 contains 27997 members 
Mstep: Class 20 contains 30173 members 
Mstep: Class 21 contains 20838 members 
Mstep: Class 22 contains 17849 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13162 members 
Mstep: Class 25 contains 49089 members 
Mstep: Class 26 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78835128.000000 Penalty: 52258.027344
Iteration 133Q: 27 clusters Score -7.883513e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 94207 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 39531 members 
Mstep: Class 5 contains 1586 members 
Mstep: Class 6 contains 18618 members 
Mstep: Class 7 contains 24742 members 
Mstep: Class 8 contains 51655 members 
Mstep: Class 9 contains 3577 members 
Mstep: Class 10 contains 15226 members 
Mstep: Class 11 contains 12892 members 
Mstep: Class 12 contains 56311 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 14 contains 39408 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 28000 members 
Mstep: Class 17 contains 40535 members 
Mstep: Class 18 contains 106955 members 
Mstep: Class 19 contains 28188 members 
Mstep: Class 20 contains 30169 members 
Mstep: Class 21 contains 20859 members 
Mstep: Class 22 contains 17848 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13154 members 
Mstep: Class 25 contains 49091 members 
Mstep: Class 26 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78835144.000000 Penalty: 52258.027344
Iteration 134Q: 27 clusters Score -7.883514e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 94202 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 39530 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 18623 members 
Mstep: Class 7 contains 24741 members 
Mstep: Class 8 contains 51656 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 10 contains 15226 members 
Mstep: Class 11 contains 12899 members 
Mstep: Class 12 contains 56200 members 
Mstep: Class 13 contains 3004 members 
Mstep: Class 14 contains 39404 members 
Mstep: Class 15 contains 1879 members 
Mstep: Class 16 contains 28000 members 
Mstep: Class 17 contains 40538 members 
Mstep: Class 18 contains 106959 members 
Mstep: Class 19 contains 28304 members 
Mstep: Class 20 contains 30162 members 
Mstep: Class 21 contains 20862 members 
Mstep: Class 22 contains 17848 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13150 members 
Mstep: Class 25 contains 49095 members 
Mstep: Class 26 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78835320.000000 Penalty: 52258.027344
Iteration 135Q: 27 clusters Score -7.883532e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 94195 members 
Mstep: Class 3 contains 18165 members 
Mstep: Class 4 contains 39527 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 18628 members 
Mstep: Class 7 contains 24741 members 
Mstep: Class 8 contains 51651 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 10 contains 15226 members 
Mstep: Class 11 contains 12909 members 
Mstep: Class 12 contains 56132 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 39399 members 
Mstep: Class 15 contains 1876 members 
Mstep: Class 16 contains 27999 members 
Mstep: Class 17 contains 40540 members 
Mstep: Class 18 contains 106958 members 
Mstep: Class 19 contains 28362 members 
Mstep: Class 20 contains 30155 members 
Mstep: Class 21 contains 20878 members 
Mstep: Class 22 contains 17852 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13144 members 
Mstep: Class 25 contains 49096 members 
Mstep: Class 26 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78835344.000000 Penalty: 52258.027344
Iteration 136Q: 27 clusters Score -7.883534e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 94197 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 39526 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 18634 members 
Mstep: Class 7 contains 24742 members 
Mstep: Class 8 contains 51652 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 15227 members 
Mstep: Class 11 contains 12914 members 
Mstep: Class 12 contains 56088 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 14 contains 39396 members 
Mstep: Class 15 contains 1870 members 
Mstep: Class 16 contains 27999 members 
Mstep: Class 17 contains 40548 members 
Mstep: Class 18 contains 106959 members 
Mstep: Class 19 contains 28390 members 
Mstep: Class 20 contains 30148 members 
Mstep: Class 21 contains 20878 members 
Mstep: Class 22 contains 17852 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13138 members 
Mstep: Class 25 contains 49099 members 
Mstep: Class 26 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78835352.000000 Penalty: 52258.027344
Iteration 137Q: 27 clusters Score -7.883535e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 94194 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 39521 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 18636 members 
Mstep: Class 7 contains 24743 members 
Mstep: Class 8 contains 51653 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 15227 members 
Mstep: Class 11 contains 12919 members 
Mstep: Class 12 contains 56055 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 39392 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 27999 members 
Mstep: Class 17 contains 40550 members 
Mstep: Class 18 contains 106964 members 
Mstep: Class 19 contains 28420 members 
Mstep: Class 20 contains 30142 members 
Mstep: Class 21 contains 20886 members 
Mstep: Class 22 contains 17851 members 
Mstep: Class 23 contains 2394 members 
Mstep: Class 24 contains 13136 members 
Mstep: Class 25 contains 49102 members 
Mstep: Class 26 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78835384.000000 Penalty: 52258.027344
Iteration 138Q: 27 clusters Score -7.883538e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 94186 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 39519 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 18638 members 
Mstep: Class 7 contains 24743 members 
Mstep: Class 8 contains 51655 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 15227 members 
Mstep: Class 11 contains 12924 members 
Mstep: Class 12 contains 56030 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 39389 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 27999 members 
Mstep: Class 17 contains 40552 members 
Mstep: Class 18 contains 106964 members 
Mstep: Class 19 contains 28439 members 
Mstep: Class 20 contains 30136 members 
Mstep: Class 21 contains 20894 members 
Mstep: Class 22 contains 17850 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13134 members 
Mstep: Class 25 contains 49105 members 
Mstep: Class 26 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78835432.000000 Penalty: 52258.027344
Iteration 139Q: 27 clusters Score -7.883543e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 94183 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39514 members 
Mstep: Class 5 contains 1557 members 
Mstep: Class 6 contains 18643 members 
Mstep: Class 7 contains 24743 members 
Mstep: Class 8 contains 51650 members 
Mstep: Class 9 contains 3598 members 
Mstep: Class 10 contains 15227 members 
Mstep: Class 11 contains 12930 members 
Mstep: Class 12 contains 56016 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 39386 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 16 contains 27999 members 
Mstep: Class 17 contains 40553 members 
Mstep: Class 18 contains 106961 members 
Mstep: Class 19 contains 28449 members 
Mstep: Class 20 contains 30134 members 
Mstep: Class 21 contains 20900 members 
Mstep: Class 22 contains 17850 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13127 members 
Mstep: Class 25 contains 49107 members 
Mstep: Class 26 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78840784.000000 Penalty: 52258.027344
Iteration 140F: 27 clusters Score -7.884078e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 94174 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39516 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 18646 members 
Mstep: Class 7 contains 24740 members 
Mstep: Class 8 contains 51649 members 
Mstep: Class 9 contains 3598 members 
Mstep: Class 10 contains 15227 members 
Mstep: Class 11 contains 12936 members 
Mstep: Class 12 contains 50955 members 
Mstep: Class 13 contains 3043 members 
Mstep: Class 14 contains 39380 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 16 contains 27991 members 
Mstep: Class 17 contains 40538 members 
Mstep: Class 18 contains 106932 members 
Mstep: Class 19 contains 33596 members 
Mstep: Class 20 contains 30130 members 
Mstep: Class 21 contains 20896 members 
Mstep: Class 22 contains 17849 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13131 members 
Mstep: Class 25 contains 49108 members 
Mstep: Class 26 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78849504.000000 Penalty: 52258.027344
Iteration 141Q: 27 clusters Score -7.88495e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 94165 members 
Mstep: Class 3 contains 18163 members 
Mstep: Class 4 contains 39506 members 
Mstep: Class 5 contains 1497 members 
Mstep: Class 6 contains 18649 members 
Mstep: Class 7 contains 24731 members 
Mstep: Class 8 contains 51651 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 15231 members 
Mstep: Class 11 contains 12939 members 
Mstep: Class 12 contains 47213 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 14 contains 39373 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 27980 members 
Mstep: Class 17 contains 40518 members 
Mstep: Class 18 contains 106922 members 
Mstep: Class 19 contains 37297 members 
Mstep: Class 20 contains 30126 members 
Mstep: Class 21 contains 21021 members 
Mstep: Class 22 contains 17847 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 49204 members 
Mstep: Class 26 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78856224.000000 Penalty: 52258.027344
Iteration 142Q: 27 clusters Score -7.885622e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 94151 members 
Mstep: Class 3 contains 18166 members 
Mstep: Class 4 contains 39496 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 18650 members 
Mstep: Class 7 contains 24724 members 
Mstep: Class 8 contains 51651 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 15233 members 
Mstep: Class 11 contains 12944 members 
Mstep: Class 12 contains 45477 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 39364 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 27975 members 
Mstep: Class 17 contains 40492 members 
Mstep: Class 18 contains 106909 members 
Mstep: Class 19 contains 39138 members 
Mstep: Class 20 contains 30113 members 
Mstep: Class 21 contains 21126 members 
Mstep: Class 22 contains 17849 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 49387 members 
Mstep: Class 26 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78858768.000000 Penalty: 52258.027344
Iteration 143Q: 27 clusters Score -7.885877e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 94151 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39496 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 18653 members 
Mstep: Class 7 contains 24723 members 
Mstep: Class 8 contains 51649 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 15232 members 
Mstep: Class 11 contains 12953 members 
Mstep: Class 12 contains 44976 members 
Mstep: Class 13 contains 3062 members 
Mstep: Class 14 contains 39353 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 27967 members 
Mstep: Class 17 contains 40497 members 
Mstep: Class 18 contains 106905 members 
Mstep: Class 19 contains 39792 members 
Mstep: Class 20 contains 30106 members 
Mstep: Class 21 contains 21217 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13134 members 
Mstep: Class 25 contains 49541 members 
Mstep: Class 26 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859336.000000 Penalty: 52258.027344
Iteration 144Q: 27 clusters Score -7.885934e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 94139 members 
Mstep: Class 3 contains 18172 members 
Mstep: Class 4 contains 39497 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 18656 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 51647 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 15235 members 
Mstep: Class 11 contains 12960 members 
Mstep: Class 12 contains 44963 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 39352 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 27962 members 
Mstep: Class 17 contains 40498 members 
Mstep: Class 18 contains 106902 members 
Mstep: Class 19 contains 39980 members 
Mstep: Class 20 contains 30097 members 
Mstep: Class 21 contains 21316 members 
Mstep: Class 22 contains 17855 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13128 members 
Mstep: Class 25 contains 49613 members 
Mstep: Class 26 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859408.000000 Penalty: 52258.027344
Iteration 145Q: 27 clusters Score -7.885941e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 94133 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39500 members 
Mstep: Class 5 contains 1388 members 
Mstep: Class 6 contains 18665 members 
Mstep: Class 7 contains 24723 members 
Mstep: Class 8 contains 51648 members 
Mstep: Class 9 contains 2413 members 
Mstep: Class 10 contains 15235 members 
Mstep: Class 11 contains 12971 members 
Mstep: Class 12 contains 45043 members 
Mstep: Class 13 contains 3067 members 
Mstep: Class 14 contains 39352 members 
Mstep: Class 15 contains 1794 members 
Mstep: Class 16 contains 27960 members 
Mstep: Class 17 contains 40497 members 
Mstep: Class 18 contains 106905 members 
Mstep: Class 19 contains 40035 members 
Mstep: Class 20 contains 30092 members 
Mstep: Class 21 contains 21412 members 
Mstep: Class 22 contains 17853 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13121 members 
Mstep: Class 25 contains 49638 members 
Mstep: Class 26 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859400.000000 Penalty: 52258.027344
Iteration 146Q: 27 clusters Score -7.88594e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 94128 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39502 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 18676 members 
Mstep: Class 7 contains 24723 members 
Mstep: Class 8 contains 51642 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 12971 members 
Mstep: Class 12 contains 45144 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 39348 members 
Mstep: Class 15 contains 1788 members 
Mstep: Class 16 contains 27958 members 
Mstep: Class 17 contains 40497 members 
Mstep: Class 18 contains 106907 members 
Mstep: Class 19 contains 40048 members 
Mstep: Class 20 contains 30090 members 
Mstep: Class 21 contains 21483 members 
Mstep: Class 22 contains 17853 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13119 members 
Mstep: Class 25 contains 49646 members 
Mstep: Class 26 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859448.000000 Penalty: 52258.027344
Iteration 147Q: 27 clusters Score -7.885945e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 94125 members 
Mstep: Class 3 contains 18173 members 
Mstep: Class 4 contains 39504 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 18685 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 51637 members 
Mstep: Class 9 contains 2105 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 12975 members 
Mstep: Class 12 contains 45221 members 
Mstep: Class 13 contains 3073 members 
Mstep: Class 14 contains 39349 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 40496 members 
Mstep: Class 18 contains 106910 members 
Mstep: Class 19 contains 40057 members 
Mstep: Class 20 contains 30088 members 
Mstep: Class 21 contains 21539 members 
Mstep: Class 22 contains 17855 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13110 members 
Mstep: Class 25 contains 49652 members 
Mstep: Class 26 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859504.000000 Penalty: 52258.027344
Iteration 148Q: 27 clusters Score -7.88595e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 94121 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39504 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 18697 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 51632 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 12976 members 
Mstep: Class 12 contains 45302 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 39350 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 40496 members 
Mstep: Class 18 contains 106907 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 30085 members 
Mstep: Class 21 contains 21588 members 
Mstep: Class 22 contains 17855 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 49652 members 
Mstep: Class 26 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859600.000000 Penalty: 52258.027344
Iteration 149Q: 27 clusters Score -7.88596e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 94116 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39502 members 
Mstep: Class 5 contains 1350 members 
Mstep: Class 6 contains 18701 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 51634 members 
Mstep: Class 9 contains 1874 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 12975 members 
Mstep: Class 12 contains 45372 members 
Mstep: Class 13 contains 3082 members 
Mstep: Class 14 contains 39347 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40497 members 
Mstep: Class 18 contains 106909 members 
Mstep: Class 19 contains 40068 members 
Mstep: Class 20 contains 30082 members 
Mstep: Class 21 contains 21627 members 
Mstep: Class 22 contains 17856 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 13107 members 
Mstep: Class 25 contains 49654 members 
Mstep: Class 26 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859632.000000 Penalty: 52258.027344
Iteration 150Q: 27 clusters Score -7.885963e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 94112 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39498 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 18706 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 51634 members 
Mstep: Class 9 contains 1776 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 12975 members 
Mstep: Class 12 contains 45440 members 
Mstep: Class 13 contains 3085 members 
Mstep: Class 14 contains 39346 members 
Mstep: Class 15 contains 1773 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40496 members 
Mstep: Class 18 contains 106912 members 
Mstep: Class 19 contains 40072 members 
Mstep: Class 20 contains 30079 members 
Mstep: Class 21 contains 21658 members 
Mstep: Class 22 contains 17858 members 
Mstep: Class 23 contains 2394 members 
Mstep: Class 24 contains 13108 members 
Mstep: Class 25 contains 49653 members 
Mstep: Class 26 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859688.000000 Penalty: 52258.027344
Iteration 151Q: 27 clusters Score -7.885969e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 94104 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39494 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 18710 members 
Mstep: Class 7 contains 24724 members 
Mstep: Class 8 contains 51633 members 
Mstep: Class 9 contains 1695 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12976 members 
Mstep: Class 12 contains 45497 members 
Mstep: Class 13 contains 3086 members 
Mstep: Class 14 contains 39345 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40495 members 
Mstep: Class 18 contains 106916 members 
Mstep: Class 19 contains 40075 members 
Mstep: Class 20 contains 30081 members 
Mstep: Class 21 contains 21682 members 
Mstep: Class 22 contains 17860 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 13112 members 
Mstep: Class 25 contains 49654 members 
Mstep: Class 26 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859696.000000 Penalty: 52258.027344
Iteration 152Q: 27 clusters Score -7.88597e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 94102 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39497 members 
Mstep: Class 5 contains 1341 members 
Mstep: Class 6 contains 18713 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 51632 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12980 members 
Mstep: Class 12 contains 45524 members 
Mstep: Class 13 contains 3091 members 
Mstep: Class 14 contains 39344 members 
Mstep: Class 15 contains 1754 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40496 members 
Mstep: Class 18 contains 106922 members 
Mstep: Class 19 contains 40078 members 
Mstep: Class 20 contains 30079 members 
Mstep: Class 21 contains 21709 members 
Mstep: Class 22 contains 17861 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 13106 members 
Mstep: Class 25 contains 49659 members 
Mstep: Class 26 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859712.000000 Penalty: 52258.027344
Iteration 153Q: 27 clusters Score -7.885971e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 94100 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39496 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 18718 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 51631 members 
Mstep: Class 9 contains 1596 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 12982 members 
Mstep: Class 12 contains 45551 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 1753 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40494 members 
Mstep: Class 18 contains 106921 members 
Mstep: Class 19 contains 40080 members 
Mstep: Class 20 contains 30076 members 
Mstep: Class 21 contains 21730 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 13103 members 
Mstep: Class 25 contains 49660 members 
Mstep: Class 26 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859712.000000 Penalty: 52258.027344
Iteration 154Q: 27 clusters Score -7.885971e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 94101 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39493 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 18723 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 51628 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 12987 members 
Mstep: Class 12 contains 45575 members 
Mstep: Class 13 contains 3099 members 
Mstep: Class 14 contains 39332 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40492 members 
Mstep: Class 18 contains 106921 members 
Mstep: Class 19 contains 40081 members 
Mstep: Class 20 contains 30075 members 
Mstep: Class 21 contains 21754 members 
Mstep: Class 22 contains 17865 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 13099 members 
Mstep: Class 25 contains 49660 members 
Mstep: Class 26 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859696.000000 Penalty: 52258.027344
Iteration 155Q: 27 clusters Score -7.88597e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 94100 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39495 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 18730 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 51624 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 12988 members 
Mstep: Class 12 contains 45595 members 
Mstep: Class 13 contains 3102 members 
Mstep: Class 14 contains 39328 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40494 members 
Mstep: Class 18 contains 106916 members 
Mstep: Class 19 contains 40080 members 
Mstep: Class 20 contains 30072 members 
Mstep: Class 21 contains 21775 members 
Mstep: Class 22 contains 17867 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 13096 members 
Mstep: Class 25 contains 49661 members 
Mstep: Class 26 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859720.000000 Penalty: 52258.027344
Iteration 156Q: 27 clusters Score -7.885972e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 94097 members 
Mstep: Class 3 contains 18171 members 
Mstep: Class 4 contains 39494 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 18731 members 
Mstep: Class 7 contains 24723 members 
Mstep: Class 8 contains 51626 members 
Mstep: Class 9 contains 1493 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12989 members 
Mstep: Class 12 contains 45609 members 
Mstep: Class 13 contains 3103 members 
Mstep: Class 14 contains 39328 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40495 members 
Mstep: Class 18 contains 106917 members 
Mstep: Class 19 contains 40079 members 
Mstep: Class 20 contains 30070 members 
Mstep: Class 21 contains 21793 members 
Mstep: Class 22 contains 17871 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 13097 members 
Mstep: Class 25 contains 49663 members 
Mstep: Class 26 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859808.000000 Penalty: 52258.027344
Iteration 157Q: 27 clusters Score -7.885981e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 94090 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39495 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 18732 members 
Mstep: Class 7 contains 24724 members 
Mstep: Class 8 contains 51629 members 
Mstep: Class 9 contains 1466 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12990 members 
Mstep: Class 12 contains 45624 members 
Mstep: Class 13 contains 3103 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40498 members 
Mstep: Class 18 contains 106916 members 
Mstep: Class 19 contains 40080 members 
Mstep: Class 20 contains 30069 members 
Mstep: Class 21 contains 21806 members 
Mstep: Class 22 contains 17875 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 13096 members 
Mstep: Class 25 contains 49663 members 
Mstep: Class 26 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78859776.000000 Penalty: 52258.027344
Iteration 158Q: 27 clusters Score -7.885978e+07 nChanged 58
Entering ConstructFrom: 
Score: -78859776.000000 Penalty: 52258.027344
Entering ConstructFrom: 
Trying to split cluster 1 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1678414.500000 Penalty: 1430.643311
	Iteration 0F: 2 clusters Score -1678414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1668680.125000 Penalty: 2861.286621
	Iteration 0F: 3 clusters Score -1668680 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1672127.250000 Penalty: 2861.286621
	Iteration 1F: 3 clusters Score -1672127 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1672461.375000 Penalty: 2861.286621
	Iteration 2F: 3 clusters Score -1672461 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1672703.250000 Penalty: 2861.286621
	Iteration 3Q: 3 clusters Score -1672703 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1672877.625000 Penalty: 2861.286621
	Iteration 4Q: 3 clusters Score -1672878 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1673017.375000 Penalty: 2861.286621
	Iteration 5Q: 3 clusters Score -1673017 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1673138.000000 Penalty: 2861.286621
	Iteration 6Q: 3 clusters Score -1673138 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1673259.625000 Penalty: 2861.286621
	Iteration 7Q: 3 clusters Score -1673260 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1673375.875000 Penalty: 2861.286621
	Iteration 8Q: 3 clusters Score -1673376 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1673507.500000 Penalty: 2861.286621
	Iteration 9Q: 3 clusters Score -1673508 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1673625.500000 Penalty: 2861.286621
	Iteration 10Q: 3 clusters Score -1673626 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1673765.375000 Penalty: 2861.286621
	Iteration 11Q: 3 clusters Score -1673765 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1673935.000000 Penalty: 2861.286621
	Iteration 12Q: 3 clusters Score -1673935 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1674129.375000 Penalty: 2861.286621
	Iteration 13Q: 3 clusters Score -1674129 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1674301.375000 Penalty: 2861.286621
	Iteration 14Q: 3 clusters Score -1674301 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1674475.250000 Penalty: 2861.286621
	Iteration 15Q: 3 clusters Score -1674475 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1674645.625000 Penalty: 2861.286621
	Iteration 16Q: 3 clusters Score -1674646 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1674812.375000 Penalty: 2861.286621
	Iteration 17Q: 3 clusters Score -1674812 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1674947.875000 Penalty: 2861.286621
	Iteration 18Q: 3 clusters Score -1674948 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1675083.125000 Penalty: 2861.286621
	Iteration 19Q: 3 clusters Score -1675083 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1675189.375000 Penalty: 2861.286621
	Iteration 20F: 3 clusters Score -1675189 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1675283.375000 Penalty: 2861.286621
	Iteration 21Q: 3 clusters Score -1675283 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1675348.375000 Penalty: 2861.286621
	Iteration 22Q: 3 clusters Score -1675348 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1675417.250000 Penalty: 2861.286621
	Iteration 23Q: 3 clusters Score -1675417 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1675482.750000 Penalty: 2861.286621
	Iteration 24Q: 3 clusters Score -1675483 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1675537.000000 Penalty: 2861.286621
	Iteration 25Q: 3 clusters Score -1675537 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1675588.625000 Penalty: 2861.286621
	Iteration 26Q: 3 clusters Score -1675589 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1675642.000000 Penalty: 2861.286621
	Iteration 27Q: 3 clusters Score -1675642 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1675684.125000 Penalty: 2861.286621
	Iteration 28Q: 3 clusters Score -1675684 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1675731.750000 Penalty: 2861.286621
	Iteration 29Q: 3 clusters Score -1675732 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1675777.625000 Penalty: 2861.286621
	Iteration 30Q: 3 clusters Score -1675778 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1675835.000000 Penalty: 2861.286621
	Iteration 31Q: 3 clusters Score -1675835 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1675887.250000 Penalty: 2861.286621
	Iteration 32Q: 3 clusters Score -1675887 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1675952.500000 Penalty: 2861.286621
	Iteration 33Q: 3 clusters Score -1675952 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1676021.625000 Penalty: 2861.286621
	Iteration 34Q: 3 clusters Score -1676022 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1676091.750000 Penalty: 2861.286621
	Iteration 35Q: 3 clusters Score -1676092 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1676162.000000 Penalty: 2861.286621
	Iteration 36Q: 3 clusters Score -1676162 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1676241.375000 Penalty: 2861.286621
	Iteration 37Q: 3 clusters Score -1676241 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1676314.500000 Penalty: 2861.286621
	Iteration 38Q: 3 clusters Score -1676314 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1676413.875000 Penalty: 2861.286621
	Iteration 39Q: 3 clusters Score -1676414 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1676513.750000 Penalty: 2861.286621
	Iteration 40F: 3 clusters Score -1676514 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1676627.250000 Penalty: 2861.286621
	Iteration 41Q: 3 clusters Score -1676627 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1676741.000000 Penalty: 2861.286621
	Iteration 42Q: 3 clusters Score -1676741 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1676841.750000 Penalty: 2861.286621
	Iteration 43Q: 3 clusters Score -1676842 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1676950.000000 Penalty: 2861.286621
	Iteration 44Q: 3 clusters Score -1676950 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1677042.875000 Penalty: 2861.286621
	Iteration 45Q: 3 clusters Score -1677043 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1677120.750000 Penalty: 2861.286621
	Iteration 46Q: 3 clusters Score -1677121 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1677181.500000 Penalty: 2861.286621
	Iteration 47Q: 3 clusters Score -1677182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1677245.250000 Penalty: 2861.286621
	Iteration 48Q: 3 clusters Score -1677245 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1677288.375000 Penalty: 2861.286621
	Iteration 49Q: 3 clusters Score -1677288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1677320.125000 Penalty: 2861.286621
	Iteration 50Q: 3 clusters Score -1677320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1677342.500000 Penalty: 2861.286621
	Iteration 51Q: 3 clusters Score -1677342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1677370.000000 Penalty: 2861.286621
	Iteration 52Q: 3 clusters Score -1677370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1677388.250000 Penalty: 2861.286621
	Iteration 53Q: 3 clusters Score -1677388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1677406.500000 Penalty: 2861.286621
	Iteration 54Q: 3 clusters Score -1677406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1677416.000000 Penalty: 2861.286621
	Iteration 55Q: 3 clusters Score -1677416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1677432.875000 Penalty: 2861.286621
	Iteration 56Q: 3 clusters Score -1677433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1677445.750000 Penalty: 2861.286621
	Iteration 57Q: 3 clusters Score -1677446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1677454.250000 Penalty: 2861.286621
	Iteration 58Q: 3 clusters Score -1677454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1677460.500000 Penalty: 2861.286621
	Iteration 59Q: 3 clusters Score -1677460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1677468.000000 Penalty: 2861.286621
	Iteration 60F: 3 clusters Score -1677468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1677469.875000 Penalty: 2861.286621
	Iteration 61Q: 3 clusters Score -1677470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1677471.875000 Penalty: 2861.286621
	Iteration 62Q: 3 clusters Score -1677472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1677477.500000 Penalty: 2861.286621
	Iteration 63Q: 3 clusters Score -1677478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1677481.625000 Penalty: 2861.286621
	Iteration 64Q: 3 clusters Score -1677482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1677487.250000 Penalty: 2861.286621
	Iteration 65Q: 3 clusters Score -1677487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1677493.375000 Penalty: 2861.286621
	Iteration 66Q: 3 clusters Score -1677493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1677496.375000 Penalty: 2861.286621
	Iteration 67Q: 3 clusters Score -1677496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1677497.625000 Penalty: 2861.286621
	Iteration 68Q: 3 clusters Score -1677498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1677500.375000 Penalty: 2861.286621
	Iteration 69Q: 3 clusters Score -1677500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1677499.875000 Penalty: 2861.286621
	Iteration 70Q: 3 clusters Score -1677500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1677504.375000 Penalty: 2861.286621
	Iteration 71Q: 3 clusters Score -1677504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1677504.875000 Penalty: 2861.286621
	Iteration 72Q: 3 clusters Score -1677505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1677504.375000 Penalty: 2861.286621
	Iteration 73Q: 3 clusters Score -1677504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1677503.875000 Penalty: 2861.286621
	Iteration 74Q: 3 clusters Score -1677504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1677504.000000 Penalty: 2861.286621
	Iteration 75Q: 3 clusters Score -1677504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1677505.375000 Penalty: 2861.286621
	Iteration 76Q: 3 clusters Score -1677505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1677506.375000 Penalty: 2861.286621
	Iteration 77Q: 3 clusters Score -1677506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1677507.125000 Penalty: 2861.286621
	Iteration 78Q: 3 clusters Score -1677507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1677507.625000 Penalty: 2861.286621
	Iteration 79Q: 3 clusters Score -1677508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1677508.750000 Penalty: 2861.286621
	Iteration 80F: 3 clusters Score -1677509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1677509.625000 Penalty: 2861.286621
	Iteration 81Q: 3 clusters Score -1677510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1677511.125000 Penalty: 2861.286621
	Iteration 82Q: 3 clusters Score -1677511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1677511.625000 Penalty: 2861.286621
	Iteration 83Q: 3 clusters Score -1677512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1677510.625000 Penalty: 2861.286621
	Iteration 84Q: 3 clusters Score -1677511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1677512.125000 Penalty: 2861.286621
	Iteration 85Q: 3 clusters Score -1677512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1677514.250000 Penalty: 2861.286621
	Iteration 86Q: 3 clusters Score -1677514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1677514.000000 Penalty: 2861.286621
	Iteration 87Q: 3 clusters Score -1677514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1677516.500000 Penalty: 2861.286621
	Iteration 88Q: 3 clusters Score -1677516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1677514.750000 Penalty: 2861.286621
	Iteration 89Q: 3 clusters Score -1677515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1677514.750000 Penalty: 2861.286621
	Iteration 90F: 3 clusters Score -1677515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Entering Unmasked Estep 
Score: -10424765.000000 Penalty: 1704.053955
	Iteration 0F: 2 clusters Score -1.042476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -10363007.000000 Penalty: 3408.107910
	Iteration 0F: 3 clusters Score -1.036301e+07 nChanged 44574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -10388520.000000 Penalty: 3408.107910
	Iteration 1F: 3 clusters Score -1.038852e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -10389627.000000 Penalty: 3408.107910
	Iteration 2Q: 3 clusters Score -1.038963e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -10390903.000000 Penalty: 3408.107910
	Iteration 3Q: 3 clusters Score -1.03909e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -10392762.000000 Penalty: 3408.107910
	Iteration 4Q: 3 clusters Score -1.039276e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -10395270.000000 Penalty: 3408.107910
	Iteration 5F: 3 clusters Score -1.039527e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -10398375.000000 Penalty: 3408.107910
	Iteration 6F: 3 clusters Score -1.039838e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -10401655.000000 Penalty: 3408.107910
	Iteration 7F: 3 clusters Score -1.040166e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -10404503.000000 Penalty: 3408.107910
	Iteration 8F: 3 clusters Score -1.04045e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -10406852.000000 Penalty: 3408.107910
	Iteration 9Q: 3 clusters Score -1.040685e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -10409009.000000 Penalty: 3408.107910
	Iteration 10Q: 3 clusters Score -1.040901e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -10410836.000000 Penalty: 3408.107910
	Iteration 11Q: 3 clusters Score -1.041084e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -10412698.000000 Penalty: 3408.107910
	Iteration 12Q: 3 clusters Score -1.04127e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -10414280.000000 Penalty: 3408.107910
	Iteration 13Q: 3 clusters Score -1.041428e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -10415554.000000 Penalty: 3408.107910
	Iteration 14Q: 3 clusters Score -1.041555e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -10416528.000000 Penalty: 3408.107910
	Iteration 15Q: 3 clusters Score -1.041653e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -10417386.000000 Penalty: 3408.107910
	Iteration 16Q: 3 clusters Score -1.041739e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -10418087.000000 Penalty: 3408.107910
	Iteration 17Q: 3 clusters Score -1.041809e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -10418656.000000 Penalty: 3408.107910
	Iteration 18Q: 3 clusters Score -1.041866e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -10419079.000000 Penalty: 3408.107910
	Iteration 19Q: 3 clusters Score -1.041908e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -10419498.000000 Penalty: 3408.107910
	Iteration 20F: 3 clusters Score -1.04195e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -10419966.000000 Penalty: 3408.107910
	Iteration 21Q: 3 clusters Score -1.041997e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -10420291.000000 Penalty: 3408.107910
	Iteration 22Q: 3 clusters Score -1.042029e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -10420754.000000 Penalty: 3408.107910
	Iteration 23Q: 3 clusters Score -1.042075e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -10421174.000000 Penalty: 3408.107910
	Iteration 24Q: 3 clusters Score -1.042117e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -10421556.000000 Penalty: 3408.107910
	Iteration 25Q: 3 clusters Score -1.042156e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -10421923.000000 Penalty: 3408.107910
	Iteration 26Q: 3 clusters Score -1.042192e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -10422268.000000 Penalty: 3408.107910
	Iteration 27Q: 3 clusters Score -1.042227e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -10422513.000000 Penalty: 3408.107910
	Iteration 28Q: 3 clusters Score -1.042251e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92060 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10422757.000000 Penalty: 3408.107910
	Iteration 29Q: 3 clusters Score -1.042276e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92448 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -10423008.000000 Penalty: 3408.107910
	Iteration 30Q: 3 clusters Score -1.042301e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -10423176.000000 Penalty: 3408.107910
	Iteration 31Q: 3 clusters Score -1.042318e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92919 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -10423317.000000 Penalty: 3408.107910
	Iteration 32Q: 3 clusters Score -1.042332e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10423395.000000 Penalty: 3408.107910
	Iteration 33Q: 3 clusters Score -1.04234e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10423440.000000 Penalty: 3408.107910
	Iteration 34Q: 3 clusters Score -1.042344e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10423478.000000 Penalty: 3408.107910
	Iteration 35Q: 3 clusters Score -1.042348e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10423504.000000 Penalty: 3408.107910
	Iteration 36Q: 3 clusters Score -1.04235e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10423524.000000 Penalty: 3408.107910
	Iteration 37Q: 3 clusters Score -1.042352e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10423552.000000 Penalty: 3408.107910
	Iteration 38Q: 3 clusters Score -1.042355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10423557.000000 Penalty: 3408.107910
	Iteration 39Q: 3 clusters Score -1.042356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10423571.000000 Penalty: 3408.107910
	Iteration 40F: 3 clusters Score -1.042357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10423572.000000 Penalty: 3408.107910
	Iteration 41Q: 3 clusters Score -1.042357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10423578.000000 Penalty: 3408.107910
	Iteration 42Q: 3 clusters Score -1.042358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -10423601.000000 Penalty: 3408.107910
	Iteration 43Q: 3 clusters Score -1.04236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10423591.000000 Penalty: 3408.107910
	Iteration 44Q: 3 clusters Score -1.042359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10423593.000000 Penalty: 3408.107910
	Iteration 45Q: 3 clusters Score -1.042359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93441 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10423601.000000 Penalty: 3408.107910
	Iteration 46Q: 3 clusters Score -1.04236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10423608.000000 Penalty: 3408.107910
	Iteration 47Q: 3 clusters Score -1.042361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10423613.000000 Penalty: 3408.107910
	Iteration 48Q: 3 clusters Score -1.042361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10423612.000000 Penalty: 3408.107910
	Iteration 49Q: 3 clusters Score -1.042361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10423618.000000 Penalty: 3408.107910
	Iteration 50Q: 3 clusters Score -1.042362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -10423614.000000 Penalty: 3408.107910
	Iteration 51Q: 3 clusters Score -1.042361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10423625.000000 Penalty: 3408.107910
	Iteration 52Q: 3 clusters Score -1.042362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10423626.000000 Penalty: 3408.107910
	Iteration 53Q: 3 clusters Score -1.042363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10423634.000000 Penalty: 3408.107910
	Iteration 54Q: 3 clusters Score -1.042363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10423643.000000 Penalty: 3408.107910
	Iteration 55Q: 3 clusters Score -1.042364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93468 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10423639.000000 Penalty: 3408.107910
	Iteration 56Q: 3 clusters Score -1.042364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10423650.000000 Penalty: 3408.107910
	Iteration 57Q: 3 clusters Score -1.042365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93476 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10423651.000000 Penalty: 3408.107910
	Iteration 58Q: 3 clusters Score -1.042365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93481 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10423647.000000 Penalty: 3408.107910
	Iteration 59Q: 3 clusters Score -1.042365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10423651.000000 Penalty: 3408.107910
	Iteration 60F: 3 clusters Score -1.042365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93487 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10423653.000000 Penalty: 3408.107910
	Iteration 61Q: 3 clusters Score -1.042365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10423662.000000 Penalty: 3408.107910
	Iteration 62Q: 3 clusters Score -1.042366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10423659.000000 Penalty: 3408.107910
	Iteration 63Q: 3 clusters Score -1.042366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10423661.000000 Penalty: 3408.107910
	Iteration 64Q: 3 clusters Score -1.042366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93491 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10423659.000000 Penalty: 3408.107910
	Iteration 65Q: 3 clusters Score -1.042366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10423665.000000 Penalty: 3408.107910
	Iteration 66Q: 3 clusters Score -1.042366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10423668.000000 Penalty: 3408.107910
	Iteration 67Q: 3 clusters Score -1.042367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10423668.000000 Penalty: 3408.107910
	Iteration 68F: 3 clusters Score -1.042367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Entering Unmasked Estep 
Score: -2026210.750000 Penalty: 1459.351929
	Iteration 0F: 2 clusters Score -2026211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2014137.125000 Penalty: 2918.703857
	Iteration 0F: 3 clusters Score -2014137 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2018356.125000 Penalty: 2918.703857
	Iteration 1F: 3 clusters Score -2018356 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2018697.625000 Penalty: 2918.703857
	Iteration 2F: 3 clusters Score -2018698 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2019007.125000 Penalty: 2918.703857
	Iteration 3Q: 3 clusters Score -2019007 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2019316.000000 Penalty: 2918.703857
	Iteration 4Q: 3 clusters Score -2019316 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2019704.625000 Penalty: 2918.703857
	Iteration 5Q: 3 clusters Score -2019705 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2020174.375000 Penalty: 2918.703857
	Iteration 6Q: 3 clusters Score -2020174 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2020761.750000 Penalty: 2918.703857
	Iteration 7F: 3 clusters Score -2020762 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2021468.125000 Penalty: 2918.703857
	Iteration 8F: 3 clusters Score -2021468 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2022224.500000 Penalty: 2918.703857
	Iteration 9F: 3 clusters Score -2022224 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2022939.625000 Penalty: 2918.703857
	Iteration 10F: 3 clusters Score -2022940 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2023560.125000 Penalty: 2918.703857
	Iteration 11Q: 3 clusters Score -2023560 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2024046.750000 Penalty: 2918.703857
	Iteration 12Q: 3 clusters Score -2024047 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2024383.375000 Penalty: 2918.703857
	Iteration 13Q: 3 clusters Score -2024383 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2024649.875000 Penalty: 2918.703857
	Iteration 14Q: 3 clusters Score -2024650 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2024821.500000 Penalty: 2918.703857
	Iteration 15Q: 3 clusters Score -2024822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2024911.125000 Penalty: 2918.703857
	Iteration 16Q: 3 clusters Score -2024911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2024959.875000 Penalty: 2918.703857
	Iteration 17Q: 3 clusters Score -2024960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2025006.250000 Penalty: 2918.703857
	Iteration 18Q: 3 clusters Score -2025006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2025036.000000 Penalty: 2918.703857
	Iteration 19Q: 3 clusters Score -2025036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2025062.000000 Penalty: 2918.703857
	Iteration 20F: 3 clusters Score -2025062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2025088.750000 Penalty: 2918.703857
	Iteration 21Q: 3 clusters Score -2025089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2025101.625000 Penalty: 2918.703857
	Iteration 22Q: 3 clusters Score -2025102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2025114.625000 Penalty: 2918.703857
	Iteration 23Q: 3 clusters Score -2025115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2025124.625000 Penalty: 2918.703857
	Iteration 24Q: 3 clusters Score -2025125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2025131.625000 Penalty: 2918.703857
	Iteration 25Q: 3 clusters Score -2025132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2025136.875000 Penalty: 2918.703857
	Iteration 26Q: 3 clusters Score -2025137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2025141.750000 Penalty: 2918.703857
	Iteration 27Q: 3 clusters Score -2025142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2025142.500000 Penalty: 2918.703857
	Iteration 28Q: 3 clusters Score -2025142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2025142.500000 Penalty: 2918.703857
	Iteration 29F: 3 clusters Score -2025142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Entering Unmasked Estep 
Score: -4393754.500000 Penalty: 1574.888672
	Iteration 0F: 2 clusters Score -4393754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4368181.000000 Penalty: 3149.777344
	Iteration 0F: 3 clusters Score -4368181 nChanged 17971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4378138.000000 Penalty: 3149.777344
	Iteration 1F: 3 clusters Score -4378138 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4378866.000000 Penalty: 3149.777344
	Iteration 2Q: 3 clusters Score -4378866 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4379778.500000 Penalty: 3149.777344
	Iteration 3F: 3 clusters Score -4379778 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4380938.500000 Penalty: 3149.777344
	Iteration 4F: 3 clusters Score -4380938 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -4382432.000000 Penalty: 3149.777344
	Iteration 5F: 3 clusters Score -4382432 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -4384250.500000 Penalty: 3149.777344
	Iteration 6F: 3 clusters Score -4384250 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -4386172.500000 Penalty: 3149.777344
	Iteration 7F: 3 clusters Score -4386172 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4388064.000000 Penalty: 3149.777344
	Iteration 8F: 3 clusters Score -4388064 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4389623.000000 Penalty: 3149.777344
	Iteration 9Q: 3 clusters Score -4389623 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4390732.000000 Penalty: 3149.777344
	Iteration 10Q: 3 clusters Score -4390732 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4391445.500000 Penalty: 3149.777344
	Iteration 11Q: 3 clusters Score -4391446 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4391877.500000 Penalty: 3149.777344
	Iteration 12Q: 3 clusters Score -4391878 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4392129.500000 Penalty: 3149.777344
	Iteration 13Q: 3 clusters Score -4392130 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4392268.500000 Penalty: 3149.777344
	Iteration 14Q: 3 clusters Score -4392268 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4392347.500000 Penalty: 3149.777344
	Iteration 15Q: 3 clusters Score -4392348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4392396.500000 Penalty: 3149.777344
	Iteration 16Q: 3 clusters Score -4392396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4392431.000000 Penalty: 3149.777344
	Iteration 17Q: 3 clusters Score -4392431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4392455.500000 Penalty: 3149.777344
	Iteration 18Q: 3 clusters Score -4392456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4392475.500000 Penalty: 3149.777344
	Iteration 19Q: 3 clusters Score -4392476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4392483.500000 Penalty: 3149.777344
	Iteration 20F: 3 clusters Score -4392484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4392491.000000 Penalty: 3149.777344
	Iteration 21Q: 3 clusters Score -4392491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4392504.500000 Penalty: 3149.777344
	Iteration 22Q: 3 clusters Score -4392504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4392520.000000 Penalty: 3149.777344
	Iteration 23Q: 3 clusters Score -4392520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4392532.000000 Penalty: 3149.777344
	Iteration 24Q: 3 clusters Score -4392532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4392538.000000 Penalty: 3149.777344
	Iteration 25Q: 3 clusters Score -4392538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4392556.000000 Penalty: 3149.777344
	Iteration 26Q: 3 clusters Score -4392556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4392571.000000 Penalty: 3149.777344
	Iteration 27Q: 3 clusters Score -4392571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4392589.000000 Penalty: 3149.777344
	Iteration 28Q: 3 clusters Score -4392589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4392591.500000 Penalty: 3149.777344
	Iteration 29Q: 3 clusters Score -4392592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4392598.000000 Penalty: 3149.777344
	Iteration 30Q: 3 clusters Score -4392598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4392599.500000 Penalty: 3149.777344
	Iteration 31Q: 3 clusters Score -4392600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4392602.000000 Penalty: 3149.777344
	Iteration 32Q: 3 clusters Score -4392602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4392604.500000 Penalty: 3149.777344
	Iteration 33Q: 3 clusters Score -4392604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4392604.000000 Penalty: 3149.777344
	Iteration 34Q: 3 clusters Score -4392604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4392606.000000 Penalty: 3149.777344
	Iteration 35Q: 3 clusters Score -4392606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4392605.500000 Penalty: 3149.777344
	Iteration 36Q: 3 clusters Score -4392606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4392605.500000 Penalty: 3149.777344
	Iteration 37F: 3 clusters Score -4392606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -139790.453125 Penalty: 1070.643921
	Iteration 0F: 2 clusters Score -139790.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -138358.343750 Penalty: 2141.287842
	Iteration 0F: 3 clusters Score -138358.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -138708.734375 Penalty: 2141.287842
	Iteration 1F: 3 clusters Score -138708.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -138783.812500 Penalty: 2141.287842
	Iteration 2F: 3 clusters Score -138783.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138829.000000 Penalty: 2141.287842
	Iteration 3Q: 3 clusters Score -138829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -138854.921875 Penalty: 2141.287842
	Iteration 4Q: 3 clusters Score -138854.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -138866.921875 Penalty: 2141.287842
	Iteration 5Q: 3 clusters Score -138866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -138874.265625 Penalty: 2141.287842
	Iteration 6Q: 3 clusters Score -138874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -138879.093750 Penalty: 2141.287842
	Iteration 7Q: 3 clusters Score -138879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -138885.125000 Penalty: 2141.287842
	Iteration 8Q: 3 clusters Score -138885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138889.187500 Penalty: 2141.287842
	Iteration 9Q: 3 clusters Score -138889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -138893.671875 Penalty: 2141.287842
	Iteration 10Q: 3 clusters Score -138893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -138895.859375 Penalty: 2141.287842
	Iteration 11Q: 3 clusters Score -138895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -138899.765625 Penalty: 2141.287842
	Iteration 12Q: 3 clusters Score -138899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138901.640625 Penalty: 2141.287842
	Iteration 13Q: 3 clusters Score -138901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -138901.640625 Penalty: 2141.287842
	Iteration 14F: 3 clusters Score -138901.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Entering Unmasked Estep 
Score: -2012727.375000 Penalty: 1463.900757
	Iteration 0F: 2 clusters Score -2012727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2000405.875000 Penalty: 2927.801514
	Iteration 0F: 3 clusters Score -2000406 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2004731.500000 Penalty: 2927.801514
	Iteration 1F: 3 clusters Score -2004732 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2005199.250000 Penalty: 2927.801514
	Iteration 2F: 3 clusters Score -2005199 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2005622.625000 Penalty: 2927.801514
	Iteration 3F: 3 clusters Score -2005623 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2006059.750000 Penalty: 2927.801514
	Iteration 4Q: 3 clusters Score -2006060 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2006423.875000 Penalty: 2927.801514
	Iteration 5Q: 3 clusters Score -2006424 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2006780.125000 Penalty: 2927.801514
	Iteration 6Q: 3 clusters Score -2006780 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2007173.750000 Penalty: 2927.801514
	Iteration 7Q: 3 clusters Score -2007174 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2007661.375000 Penalty: 2927.801514
	Iteration 8Q: 3 clusters Score -2007661 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2008191.875000 Penalty: 2927.801514
	Iteration 9Q: 3 clusters Score -2008192 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2008796.125000 Penalty: 2927.801514
	Iteration 10Q: 3 clusters Score -2008796 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2009426.750000 Penalty: 2927.801514
	Iteration 11Q: 3 clusters Score -2009427 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2009913.000000 Penalty: 2927.801514
	Iteration 12Q: 3 clusters Score -2009913 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2010244.000000 Penalty: 2927.801514
	Iteration 13Q: 3 clusters Score -2010244 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2010449.625000 Penalty: 2927.801514
	Iteration 14Q: 3 clusters Score -2010450 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2010582.500000 Penalty: 2927.801514
	Iteration 15Q: 3 clusters Score -2010582 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2010657.750000 Penalty: 2927.801514
	Iteration 16Q: 3 clusters Score -2010658 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2010713.750000 Penalty: 2927.801514
	Iteration 17Q: 3 clusters Score -2010714 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2010769.750000 Penalty: 2927.801514
	Iteration 18Q: 3 clusters Score -2010770 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2010823.000000 Penalty: 2927.801514
	Iteration 19Q: 3 clusters Score -2010823 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2010891.625000 Penalty: 2927.801514
	Iteration 20F: 3 clusters Score -2010892 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2010953.875000 Penalty: 2927.801514
	Iteration 21Q: 3 clusters Score -2010954 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2010996.625000 Penalty: 2927.801514
	Iteration 22Q: 3 clusters Score -2010997 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2011038.750000 Penalty: 2927.801514
	Iteration 23Q: 3 clusters Score -2011039 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2011080.375000 Penalty: 2927.801514
	Iteration 24Q: 3 clusters Score -2011080 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2011122.250000 Penalty: 2927.801514
	Iteration 25Q: 3 clusters Score -2011122 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2011167.875000 Penalty: 2927.801514
	Iteration 26Q: 3 clusters Score -2011168 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2011218.250000 Penalty: 2927.801514
	Iteration 27Q: 3 clusters Score -2011218 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2011263.000000 Penalty: 2927.801514
	Iteration 28Q: 3 clusters Score -2011263 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2011301.125000 Penalty: 2927.801514
	Iteration 29Q: 3 clusters Score -2011301 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2011356.750000 Penalty: 2927.801514
	Iteration 30Q: 3 clusters Score -2011357 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2011402.125000 Penalty: 2927.801514
	Iteration 31Q: 3 clusters Score -2011402 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2011435.125000 Penalty: 2927.801514
	Iteration 32Q: 3 clusters Score -2011435 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2011471.625000 Penalty: 2927.801514
	Iteration 33Q: 3 clusters Score -2011472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2011489.750000 Penalty: 2927.801514
	Iteration 34Q: 3 clusters Score -2011490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2011500.000000 Penalty: 2927.801514
	Iteration 35Q: 3 clusters Score -2011500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2011506.875000 Penalty: 2927.801514
	Iteration 36Q: 3 clusters Score -2011507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2011512.125000 Penalty: 2927.801514
	Iteration 37Q: 3 clusters Score -2011512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2011522.250000 Penalty: 2927.801514
	Iteration 38Q: 3 clusters Score -2011522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2011531.250000 Penalty: 2927.801514
	Iteration 39Q: 3 clusters Score -2011531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2011542.375000 Penalty: 2927.801514
	Iteration 40F: 3 clusters Score -2011542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2011548.250000 Penalty: 2927.801514
	Iteration 41Q: 3 clusters Score -2011548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2011549.500000 Penalty: 2927.801514
	Iteration 42Q: 3 clusters Score -2011550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2011561.875000 Penalty: 2927.801514
	Iteration 43Q: 3 clusters Score -2011562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2011574.875000 Penalty: 2927.801514
	Iteration 44Q: 3 clusters Score -2011575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2011584.500000 Penalty: 2927.801514
	Iteration 45Q: 3 clusters Score -2011584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2011586.625000 Penalty: 2927.801514
	Iteration 46Q: 3 clusters Score -2011587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2011599.500000 Penalty: 2927.801514
	Iteration 47Q: 3 clusters Score -2011600 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2011606.500000 Penalty: 2927.801514
	Iteration 48Q: 3 clusters Score -2011606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2011616.375000 Penalty: 2927.801514
	Iteration 49Q: 3 clusters Score -2011616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2011621.125000 Penalty: 2927.801514
	Iteration 50Q: 3 clusters Score -2011621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2011636.500000 Penalty: 2927.801514
	Iteration 51Q: 3 clusters Score -2011636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2011639.625000 Penalty: 2927.801514
	Iteration 52Q: 3 clusters Score -2011640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2011646.375000 Penalty: 2927.801514
	Iteration 53Q: 3 clusters Score -2011646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2011656.875000 Penalty: 2927.801514
	Iteration 54Q: 3 clusters Score -2011657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2011665.500000 Penalty: 2927.801514
	Iteration 55Q: 3 clusters Score -2011666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2011665.875000 Penalty: 2927.801514
	Iteration 56Q: 3 clusters Score -2011666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2011671.125000 Penalty: 2927.801514
	Iteration 57Q: 3 clusters Score -2011671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2011670.000000 Penalty: 2927.801514
	Iteration 58Q: 3 clusters Score -2011670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2011671.375000 Penalty: 2927.801514
	Iteration 59Q: 3 clusters Score -2011671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2011678.125000 Penalty: 2927.801514
	Iteration 60F: 3 clusters Score -2011678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2011683.375000 Penalty: 2927.801514
	Iteration 61Q: 3 clusters Score -2011683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2011680.875000 Penalty: 2927.801514
	Iteration 62Q: 3 clusters Score -2011681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2011682.375000 Penalty: 2927.801514
	Iteration 63Q: 3 clusters Score -2011682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2011682.375000 Penalty: 2927.801514
	Iteration 64Q: 3 clusters Score -2011682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2011684.875000 Penalty: 2927.801514
	Iteration 65Q: 3 clusters Score -2011685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2011689.750000 Penalty: 2927.801514
	Iteration 66Q: 3 clusters Score -2011690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2011690.625000 Penalty: 2927.801514
	Iteration 67Q: 3 clusters Score -2011691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2011689.500000 Penalty: 2927.801514
	Iteration 68Q: 3 clusters Score -2011690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2011689.500000 Penalty: 2927.801514
	Iteration 69Q: 3 clusters Score -2011690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2011688.250000 Penalty: 2927.801514
	Iteration 70Q: 3 clusters Score -2011688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2011688.250000 Penalty: 2927.801514
	Iteration 71Q: 3 clusters Score -2011688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2011689.250000 Penalty: 2927.801514
	Iteration 72Q: 3 clusters Score -2011689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2011693.625000 Penalty: 2927.801514
	Iteration 73Q: 3 clusters Score -2011694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2011697.750000 Penalty: 2927.801514
	Iteration 74Q: 3 clusters Score -2011698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2011700.250000 Penalty: 2927.801514
	Iteration 75Q: 3 clusters Score -2011700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2011698.500000 Penalty: 2927.801514
	Iteration 76Q: 3 clusters Score -2011698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2011699.250000 Penalty: 2927.801514
	Iteration 77Q: 3 clusters Score -2011699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2011700.875000 Penalty: 2927.801514
	Iteration 78Q: 3 clusters Score -2011701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2011697.625000 Penalty: 2927.801514
	Iteration 79Q: 3 clusters Score -2011698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2011703.000000 Penalty: 2927.801514
	Iteration 80F: 3 clusters Score -2011703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2011703.000000 Penalty: 2927.801514
	Iteration 81Q: 3 clusters Score -2011703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2011701.125000 Penalty: 2927.801514
	Iteration 82Q: 3 clusters Score -2011701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2011703.125000 Penalty: 2927.801514
	Iteration 83Q: 3 clusters Score -2011703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2011706.500000 Penalty: 2927.801514
	Iteration 84Q: 3 clusters Score -2011706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2011708.375000 Penalty: 2927.801514
	Iteration 85Q: 3 clusters Score -2011708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2011707.125000 Penalty: 2927.801514
	Iteration 86Q: 3 clusters Score -2011707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2011703.875000 Penalty: 2927.801514
	Iteration 87Q: 3 clusters Score -2011704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2011704.500000 Penalty: 2927.801514
	Iteration 88Q: 3 clusters Score -2011704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2011704.500000 Penalty: 2927.801514
	Iteration 89F: 3 clusters Score -2011704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Entering Unmasked Estep 
Score: -2768307.500000 Penalty: 1505.190918
	Iteration 0F: 2 clusters Score -2768308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2752187.250000 Penalty: 3010.381836
	Iteration 0F: 3 clusters Score -2752187 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2758301.000000 Penalty: 3010.381836
	Iteration 1F: 3 clusters Score -2758301 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2758844.750000 Penalty: 3010.381836
	Iteration 2F: 3 clusters Score -2758845 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2759363.500000 Penalty: 3010.381836
	Iteration 3F: 3 clusters Score -2759364 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2759977.250000 Penalty: 3010.381836
	Iteration 4F: 3 clusters Score -2759977 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2760644.500000 Penalty: 3010.381836
	Iteration 5F: 3 clusters Score -2760644 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2761419.000000 Penalty: 3010.381836
	Iteration 6F: 3 clusters Score -2761419 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2762199.000000 Penalty: 3010.381836
	Iteration 7F: 3 clusters Score -2762199 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2763036.250000 Penalty: 3010.381836
	Iteration 8F: 3 clusters Score -2763036 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2763884.000000 Penalty: 3010.381836
	Iteration 9F: 3 clusters Score -2763884 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2764702.250000 Penalty: 3010.381836
	Iteration 10Q: 3 clusters Score -2764702 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2765414.500000 Penalty: 3010.381836
	Iteration 11Q: 3 clusters Score -2765414 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2765931.750000 Penalty: 3010.381836
	Iteration 12Q: 3 clusters Score -2765932 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2766298.750000 Penalty: 3010.381836
	Iteration 13Q: 3 clusters Score -2766299 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2766568.750000 Penalty: 3010.381836
	Iteration 14Q: 3 clusters Score -2766569 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2766767.500000 Penalty: 3010.381836
	Iteration 15Q: 3 clusters Score -2766768 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2766887.750000 Penalty: 3010.381836
	Iteration 16Q: 3 clusters Score -2766888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -2766951.250000 Penalty: 3010.381836
	Iteration 17Q: 3 clusters Score -2766951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2766991.250000 Penalty: 3010.381836
	Iteration 18Q: 3 clusters Score -2766991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2767026.250000 Penalty: 3010.381836
	Iteration 19Q: 3 clusters Score -2767026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2767043.750000 Penalty: 3010.381836
	Iteration 20F: 3 clusters Score -2767044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -2767055.250000 Penalty: 3010.381836
	Iteration 21Q: 3 clusters Score -2767055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2767065.750000 Penalty: 3010.381836
	Iteration 22Q: 3 clusters Score -2767066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2767076.000000 Penalty: 3010.381836
	Iteration 23Q: 3 clusters Score -2767076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2767077.500000 Penalty: 3010.381836
	Iteration 24Q: 3 clusters Score -2767078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2767082.000000 Penalty: 3010.381836
	Iteration 25Q: 3 clusters Score -2767082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2767082.000000 Penalty: 3010.381836
	Iteration 26F: 3 clusters Score -2767082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Entering Unmasked Estep 
Score: -5636734.000000 Penalty: 1614.756470
	Iteration 0F: 2 clusters Score -5636734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -5603376.500000 Penalty: 3229.512939
	Iteration 0F: 3 clusters Score -5603376 nChanged 23637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -5616840.000000 Penalty: 3229.512939
	Iteration 1F: 3 clusters Score -5616840 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5618434.000000 Penalty: 3229.512939
	Iteration 2F: 3 clusters Score -5618434 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -5620735.500000 Penalty: 3229.512939
	Iteration 3F: 3 clusters Score -5620736 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -5623336.000000 Penalty: 3229.512939
	Iteration 4F: 3 clusters Score -5623336 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -5625678.500000 Penalty: 3229.512939
	Iteration 5F: 3 clusters Score -5625678 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -5627181.000000 Penalty: 3229.512939
	Iteration 6F: 3 clusters Score -5627181 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -5628088.000000 Penalty: 3229.512939
	Iteration 7Q: 3 clusters Score -5628088 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -5628616.000000 Penalty: 3229.512939
	Iteration 8Q: 3 clusters Score -5628616 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5629037.000000 Penalty: 3229.512939
	Iteration 9Q: 3 clusters Score -5629037 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -5629357.500000 Penalty: 3229.512939
	Iteration 10Q: 3 clusters Score -5629358 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5629735.500000 Penalty: 3229.512939
	Iteration 11Q: 3 clusters Score -5629736 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -5630080.500000 Penalty: 3229.512939
	Iteration 12Q: 3 clusters Score -5630080 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -5630460.000000 Penalty: 3229.512939
	Iteration 13Q: 3 clusters Score -5630460 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -5630979.000000 Penalty: 3229.512939
	Iteration 14Q: 3 clusters Score -5630979 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -5631482.500000 Penalty: 3229.512939
	Iteration 15Q: 3 clusters Score -5631482 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5632012.500000 Penalty: 3229.512939
	Iteration 16Q: 3 clusters Score -5632012 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -5632644.500000 Penalty: 3229.512939
	Iteration 17Q: 3 clusters Score -5632644 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5633346.500000 Penalty: 3229.512939
	Iteration 18Q: 3 clusters Score -5633346 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -5634000.000000 Penalty: 3229.512939
	Iteration 19Q: 3 clusters Score -5634000 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -5634587.000000 Penalty: 3229.512939
	Iteration 20F: 3 clusters Score -5634587 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -5635125.500000 Penalty: 3229.512939
	Iteration 21Q: 3 clusters Score -5635126 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -5635570.500000 Penalty: 3229.512939
	Iteration 22Q: 3 clusters Score -5635570 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -5635993.000000 Penalty: 3229.512939
	Iteration 23Q: 3 clusters Score -5635993 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -5636316.000000 Penalty: 3229.512939
	Iteration 24Q: 3 clusters Score -5636316 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5636528.000000 Penalty: 3229.512939
	Iteration 25Q: 3 clusters Score -5636528 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -5636696.500000 Penalty: 3229.512939
	Iteration 26Q: 3 clusters Score -5636696 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -5636816.000000 Penalty: 3229.512939
	Iteration 27Q: 3 clusters Score -5636816 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5636896.000000 Penalty: 3229.512939
	Iteration 28Q: 3 clusters Score -5636896 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5636983.000000 Penalty: 3229.512939
	Iteration 29Q: 3 clusters Score -5636983 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5636999.000000 Penalty: 3229.512939
	Iteration 30Q: 3 clusters Score -5636999 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -5637050.500000 Penalty: 3229.512939
	Iteration 31Q: 3 clusters Score -5637050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5637069.500000 Penalty: 3229.512939
	Iteration 32Q: 3 clusters Score -5637070 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5637088.500000 Penalty: 3229.512939
	Iteration 33Q: 3 clusters Score -5637088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5637095.500000 Penalty: 3229.512939
	Iteration 34Q: 3 clusters Score -5637096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5637112.500000 Penalty: 3229.512939
	Iteration 35Q: 3 clusters Score -5637112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5637104.500000 Penalty: 3229.512939
	Iteration 36Q: 3 clusters Score -5637104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5637106.000000 Penalty: 3229.512939
	Iteration 37Q: 3 clusters Score -5637106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5637112.000000 Penalty: 3229.512939
	Iteration 38Q: 3 clusters Score -5637112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5637110.500000 Penalty: 3229.512939
	Iteration 39Q: 3 clusters Score -5637110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5637118.000000 Penalty: 3229.512939
	Iteration 40F: 3 clusters Score -5637118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5637131.500000 Penalty: 3229.512939
	Iteration 41Q: 3 clusters Score -5637132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5637124.000000 Penalty: 3229.512939
	Iteration 42Q: 3 clusters Score -5637124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5637126.500000 Penalty: 3229.512939
	Iteration 43Q: 3 clusters Score -5637126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5637119.500000 Penalty: 3229.512939
	Iteration 44Q: 3 clusters Score -5637120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5637119.000000 Penalty: 3229.512939
	Iteration 45Q: 3 clusters Score -5637119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -5637122.500000 Penalty: 3229.512939
	Iteration 46Q: 3 clusters Score -5637122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5637129.000000 Penalty: 3229.512939
	Iteration 47Q: 3 clusters Score -5637129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5637134.500000 Penalty: 3229.512939
	Iteration 48Q: 3 clusters Score -5637134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5637131.000000 Penalty: 3229.512939
	Iteration 49Q: 3 clusters Score -5637131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5637134.000000 Penalty: 3229.512939
	Iteration 50Q: 3 clusters Score -5637134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5637135.500000 Penalty: 3229.512939
	Iteration 51Q: 3 clusters Score -5637136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5637134.500000 Penalty: 3229.512939
	Iteration 52Q: 3 clusters Score -5637134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5637137.000000 Penalty: 3229.512939
	Iteration 53Q: 3 clusters Score -5637137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5637144.000000 Penalty: 3229.512939
	Iteration 54Q: 3 clusters Score -5637144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -5637138.000000 Penalty: 3229.512939
	Iteration 55Q: 3 clusters Score -5637138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5637138.500000 Penalty: 3229.512939
	Iteration 56Q: 3 clusters Score -5637138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5637139.500000 Penalty: 3229.512939
	Iteration 57Q: 3 clusters Score -5637140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5637136.000000 Penalty: 3229.512939
	Iteration 58Q: 3 clusters Score -5637136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5637138.000000 Penalty: 3229.512939
	Iteration 59Q: 3 clusters Score -5637138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5637136.500000 Penalty: 3229.512939
	Iteration 60F: 3 clusters Score -5637136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5637136.000000 Penalty: 3229.512939
	Iteration 61Q: 3 clusters Score -5637136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5637131.000000 Penalty: 3229.512939
	Iteration 62Q: 3 clusters Score -5637131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5637137.500000 Penalty: 3229.512939
	Iteration 63Q: 3 clusters Score -5637138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5637134.500000 Penalty: 3229.512939
	Iteration 64Q: 3 clusters Score -5637134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5637134.500000 Penalty: 3229.512939
	Iteration 65Q: 3 clusters Score -5637134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5637134.500000 Penalty: 3229.512939
	Iteration 66F: 3 clusters Score -5637134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 94087 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39495 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 18733 members 
Mstep: Class 7 contains 24724 members 
Mstep: Class 8 contains 48855 members 
Mstep: Class 9 contains 1441 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 45641 members 
Mstep: Class 13 contains 3103 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40503 members 
Mstep: Class 18 contains 106910 members 
Mstep: Class 19 contains 40081 members 
Mstep: Class 20 contains 30069 members 
Mstep: Class 21 contains 21817 members 
Mstep: Class 22 contains 17874 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 13095 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1915 members 
Mstep: Class 27 contains 2775 members 
Entering Unmasked Estep 
Score: -78859944.000000 Penalty: 54267.949219
Splitting cluster 8 changes total score from -78859776.000000 to -78859944.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -172921.625000 Penalty: 1082.236206
	Iteration 0F: 2 clusters Score -172921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -171352.515625 Penalty: 2164.472412
	Iteration 0F: 3 clusters Score -171352.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -171689.890625 Penalty: 2164.472412
	Iteration 1F: 3 clusters Score -171689.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -171802.531250 Penalty: 2164.472412
	Iteration 2F: 3 clusters Score -171802.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -171864.546875 Penalty: 2164.472412
	Iteration 3Q: 3 clusters Score -171864.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -171901.953125 Penalty: 2164.472412
	Iteration 4Q: 3 clusters Score -171902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -171922.187500 Penalty: 2164.472412
	Iteration 5Q: 3 clusters Score -171922.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -171936.703125 Penalty: 2164.472412
	Iteration 6Q: 3 clusters Score -171936.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171943.046875 Penalty: 2164.472412
	Iteration 7Q: 3 clusters Score -171943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -171948.984375 Penalty: 2164.472412
	Iteration 8Q: 3 clusters Score -171949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171953.437500 Penalty: 2164.472412
	Iteration 9Q: 3 clusters Score -171953.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -171959.484375 Penalty: 2164.472412
	Iteration 10Q: 3 clusters Score -171959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171963.765625 Penalty: 2164.472412
	Iteration 11Q: 3 clusters Score -171963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171965.843750 Penalty: 2164.472412
	Iteration 12Q: 3 clusters Score -171965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171968.531250 Penalty: 2164.472412
	Iteration 13Q: 3 clusters Score -171968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171969.906250 Penalty: 2164.472412
	Iteration 14Q: 3 clusters Score -171969.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171969.906250 Penalty: 2164.472412
	Iteration 15F: 3 clusters Score -171969.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Entering Unmasked Estep 
Score: -1703766.500000 Penalty: 1433.193848
	Iteration 0F: 2 clusters Score -1703766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1693681.500000 Penalty: 2866.387695
	Iteration 0F: 3 clusters Score -1693682 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1697215.125000 Penalty: 2866.387695
	Iteration 1F: 3 clusters Score -1697215 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1697628.875000 Penalty: 2866.387695
	Iteration 2F: 3 clusters Score -1697629 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1697976.000000 Penalty: 2866.387695
	Iteration 3F: 3 clusters Score -1697976 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1698332.000000 Penalty: 2866.387695
	Iteration 4F: 3 clusters Score -1698332 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1698659.500000 Penalty: 2866.387695
	Iteration 5Q: 3 clusters Score -1698660 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1698959.750000 Penalty: 2866.387695
	Iteration 6Q: 3 clusters Score -1698960 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1699260.500000 Penalty: 2866.387695
	Iteration 7Q: 3 clusters Score -1699260 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1699557.875000 Penalty: 2866.387695
	Iteration 8Q: 3 clusters Score -1699558 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1699816.750000 Penalty: 2866.387695
	Iteration 9Q: 3 clusters Score -1699817 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1700051.750000 Penalty: 2866.387695
	Iteration 10Q: 3 clusters Score -1700052 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1700298.875000 Penalty: 2866.387695
	Iteration 11Q: 3 clusters Score -1700299 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1700549.125000 Penalty: 2866.387695
	Iteration 12Q: 3 clusters Score -1700549 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1700836.250000 Penalty: 2866.387695
	Iteration 13Q: 3 clusters Score -1700836 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1701132.875000 Penalty: 2866.387695
	Iteration 14Q: 3 clusters Score -1701133 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1701401.125000 Penalty: 2866.387695
	Iteration 15Q: 3 clusters Score -1701401 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1701652.500000 Penalty: 2866.387695
	Iteration 16Q: 3 clusters Score -1701652 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1701848.375000 Penalty: 2866.387695
	Iteration 17Q: 3 clusters Score -1701848 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1701985.125000 Penalty: 2866.387695
	Iteration 18Q: 3 clusters Score -1701985 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1702080.000000 Penalty: 2866.387695
	Iteration 19Q: 3 clusters Score -1702080 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1702183.375000 Penalty: 2866.387695
	Iteration 20F: 3 clusters Score -1702183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1702256.375000 Penalty: 2866.387695
	Iteration 21Q: 3 clusters Score -1702256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1702331.125000 Penalty: 2866.387695
	Iteration 22Q: 3 clusters Score -1702331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1702387.375000 Penalty: 2866.387695
	Iteration 23Q: 3 clusters Score -1702387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1702416.500000 Penalty: 2866.387695
	Iteration 24Q: 3 clusters Score -1702416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1702438.500000 Penalty: 2866.387695
	Iteration 25Q: 3 clusters Score -1702438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1702460.625000 Penalty: 2866.387695
	Iteration 26Q: 3 clusters Score -1702461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1702480.625000 Penalty: 2866.387695
	Iteration 27Q: 3 clusters Score -1702481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1702497.750000 Penalty: 2866.387695
	Iteration 28Q: 3 clusters Score -1702498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1702514.250000 Penalty: 2866.387695
	Iteration 29Q: 3 clusters Score -1702514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1702529.625000 Penalty: 2866.387695
	Iteration 30Q: 3 clusters Score -1702530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1702543.875000 Penalty: 2866.387695
	Iteration 31Q: 3 clusters Score -1702544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1702555.625000 Penalty: 2866.387695
	Iteration 32Q: 3 clusters Score -1702556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1702564.125000 Penalty: 2866.387695
	Iteration 33Q: 3 clusters Score -1702564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1702577.125000 Penalty: 2866.387695
	Iteration 34Q: 3 clusters Score -1702577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1702587.000000 Penalty: 2866.387695
	Iteration 35Q: 3 clusters Score -1702587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1702590.250000 Penalty: 2866.387695
	Iteration 36Q: 3 clusters Score -1702590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1702592.125000 Penalty: 2866.387695
	Iteration 37Q: 3 clusters Score -1702592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1702595.875000 Penalty: 2866.387695
	Iteration 38Q: 3 clusters Score -1702596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1702597.625000 Penalty: 2866.387695
	Iteration 39Q: 3 clusters Score -1702598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1702597.250000 Penalty: 2866.387695
	Iteration 40F: 3 clusters Score -1702597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Entering Unmasked Estep 
Score: -1400024.625000 Penalty: 1409.435547
	Iteration 0F: 2 clusters Score -1400025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1391320.750000 Penalty: 2818.871094
	Iteration 0F: 3 clusters Score -1391321 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1394131.500000 Penalty: 2818.871094
	Iteration 1F: 3 clusters Score -1394132 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1394440.625000 Penalty: 2818.871094
	Iteration 2F: 3 clusters Score -1394441 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1394698.375000 Penalty: 2818.871094
	Iteration 3Q: 3 clusters Score -1394698 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1394924.875000 Penalty: 2818.871094
	Iteration 4Q: 3 clusters Score -1394925 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1395119.875000 Penalty: 2818.871094
	Iteration 5Q: 3 clusters Score -1395120 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1395275.000000 Penalty: 2818.871094
	Iteration 6Q: 3 clusters Score -1395275 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1395433.750000 Penalty: 2818.871094
	Iteration 7Q: 3 clusters Score -1395434 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1395631.750000 Penalty: 2818.871094
	Iteration 8Q: 3 clusters Score -1395632 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1395849.000000 Penalty: 2818.871094
	Iteration 9Q: 3 clusters Score -1395849 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1396123.250000 Penalty: 2818.871094
	Iteration 10Q: 3 clusters Score -1396123 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1396460.625000 Penalty: 2818.871094
	Iteration 11Q: 3 clusters Score -1396461 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1396806.000000 Penalty: 2818.871094
	Iteration 12Q: 3 clusters Score -1396806 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1397171.875000 Penalty: 2818.871094
	Iteration 13Q: 3 clusters Score -1397172 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1397502.000000 Penalty: 2818.871094
	Iteration 14Q: 3 clusters Score -1397502 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1397801.625000 Penalty: 2818.871094
	Iteration 15Q: 3 clusters Score -1397802 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1398061.500000 Penalty: 2818.871094
	Iteration 16Q: 3 clusters Score -1398062 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1398306.375000 Penalty: 2818.871094
	Iteration 17Q: 3 clusters Score -1398306 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1398493.750000 Penalty: 2818.871094
	Iteration 18Q: 3 clusters Score -1398494 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1398628.750000 Penalty: 2818.871094
	Iteration 19Q: 3 clusters Score -1398629 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1398736.125000 Penalty: 2818.871094
	Iteration 20F: 3 clusters Score -1398736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1398828.000000 Penalty: 2818.871094
	Iteration 21Q: 3 clusters Score -1398828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1398916.750000 Penalty: 2818.871094
	Iteration 22Q: 3 clusters Score -1398917 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1398987.875000 Penalty: 2818.871094
	Iteration 23Q: 3 clusters Score -1398988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1399016.625000 Penalty: 2818.871094
	Iteration 24Q: 3 clusters Score -1399017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1399032.375000 Penalty: 2818.871094
	Iteration 25Q: 3 clusters Score -1399032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1399049.000000 Penalty: 2818.871094
	Iteration 26Q: 3 clusters Score -1399049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1399057.500000 Penalty: 2818.871094
	Iteration 27Q: 3 clusters Score -1399058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1399067.250000 Penalty: 2818.871094
	Iteration 28Q: 3 clusters Score -1399067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1399071.125000 Penalty: 2818.871094
	Iteration 29Q: 3 clusters Score -1399071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1399075.750000 Penalty: 2818.871094
	Iteration 30Q: 3 clusters Score -1399076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1399078.375000 Penalty: 2818.871094
	Iteration 31Q: 3 clusters Score -1399078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1399080.125000 Penalty: 2818.871094
	Iteration 32Q: 3 clusters Score -1399080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1399081.375000 Penalty: 2818.871094
	Iteration 33Q: 3 clusters Score -1399081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1399082.875000 Penalty: 2818.871094
	Iteration 34Q: 3 clusters Score -1399083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1399082.875000 Penalty: 2818.871094
	Iteration 35F: 3 clusters Score -1399083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Entering Unmasked Estep 
Score: -5014384.000000 Penalty: 1596.409912
	Iteration 0F: 2 clusters Score -5014384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4984665.000000 Penalty: 3192.819824
	Iteration 0F: 3 clusters Score -4984665 nChanged 20930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -4996541.000000 Penalty: 3192.819824
	Iteration 1F: 3 clusters Score -4996541 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4997220.000000 Penalty: 3192.819824
	Iteration 2Q: 3 clusters Score -4997220 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -4997841.500000 Penalty: 3192.819824
	Iteration 3Q: 3 clusters Score -4997842 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -4998565.000000 Penalty: 3192.819824
	Iteration 4Q: 3 clusters Score -4998565 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4999398.000000 Penalty: 3192.819824
	Iteration 5Q: 3 clusters Score -4999398 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -5000417.500000 Penalty: 3192.819824
	Iteration 6Q: 3 clusters Score -5000418 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -5001644.000000 Penalty: 3192.819824
	Iteration 7F: 3 clusters Score -5001644 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -5003128.000000 Penalty: 3192.819824
	Iteration 8F: 3 clusters Score -5003128 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -5004874.000000 Penalty: 3192.819824
	Iteration 9F: 3 clusters Score -5004874 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -5006917.000000 Penalty: 3192.819824
	Iteration 10F: 3 clusters Score -5006917 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -5008949.500000 Penalty: 3192.819824
	Iteration 11F: 3 clusters Score -5008950 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -5010536.500000 Penalty: 3192.819824
	Iteration 12Q: 3 clusters Score -5010536 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5011747.000000 Penalty: 3192.819824
	Iteration 13Q: 3 clusters Score -5011747 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5012391.500000 Penalty: 3192.819824
	Iteration 14Q: 3 clusters Score -5012392 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5012701.000000 Penalty: 3192.819824
	Iteration 15Q: 3 clusters Score -5012701 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5012867.500000 Penalty: 3192.819824
	Iteration 16Q: 3 clusters Score -5012868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5012985.000000 Penalty: 3192.819824
	Iteration 17Q: 3 clusters Score -5012985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5013055.500000 Penalty: 3192.819824
	Iteration 18Q: 3 clusters Score -5013056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5013094.000000 Penalty: 3192.819824
	Iteration 19Q: 3 clusters Score -5013094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5013112.000000 Penalty: 3192.819824
	Iteration 20F: 3 clusters Score -5013112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5013115.000000 Penalty: 3192.819824
	Iteration 21Q: 3 clusters Score -5013115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5013123.500000 Penalty: 3192.819824
	Iteration 22Q: 3 clusters Score -5013124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5013133.000000 Penalty: 3192.819824
	Iteration 23Q: 3 clusters Score -5013133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5013133.000000 Penalty: 3192.819824
	Iteration 24Q: 3 clusters Score -5013133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5013132.500000 Penalty: 3192.819824
	Iteration 25Q: 3 clusters Score -5013132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5013136.500000 Penalty: 3192.819824
	Iteration 26Q: 3 clusters Score -5013136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5013139.000000 Penalty: 3192.819824
	Iteration 27Q: 3 clusters Score -5013139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5013139.000000 Penalty: 3192.819824
	Iteration 28F: 3 clusters Score -5013139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -310612.937500 Penalty: 1196.370605
	Iteration 0F: 2 clusters Score -310612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -308135.812500 Penalty: 2392.741211
	Iteration 0F: 3 clusters Score -308135.8 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -308874.906250 Penalty: 2392.741211
	Iteration 1F: 3 clusters Score -308874.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -309062.031250 Penalty: 2392.741211
	Iteration 2F: 3 clusters Score -309062 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -309146.281250 Penalty: 2392.741211
	Iteration 3Q: 3 clusters Score -309146.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -309207.718750 Penalty: 2392.741211
	Iteration 4Q: 3 clusters Score -309207.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -309254.281250 Penalty: 2392.741211
	Iteration 5Q: 3 clusters Score -309254.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -309288.093750 Penalty: 2392.741211
	Iteration 6Q: 3 clusters Score -309288.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -309314.281250 Penalty: 2392.741211
	Iteration 7Q: 3 clusters Score -309314.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -309336.218750 Penalty: 2392.741211
	Iteration 8Q: 3 clusters Score -309336.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -309354.875000 Penalty: 2392.741211
	Iteration 9Q: 3 clusters Score -309354.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -309369.125000 Penalty: 2392.741211
	Iteration 10Q: 3 clusters Score -309369.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -309384.718750 Penalty: 2392.741211
	Iteration 11Q: 3 clusters Score -309384.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -309398.750000 Penalty: 2392.741211
	Iteration 12Q: 3 clusters Score -309398.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -309415.562500 Penalty: 2392.741211
	Iteration 13Q: 3 clusters Score -309415.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -309435.468750 Penalty: 2392.741211
	Iteration 14Q: 3 clusters Score -309435.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -309452.218750 Penalty: 2392.741211
	Iteration 15Q: 3 clusters Score -309452.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -309466.562500 Penalty: 2392.741211
	Iteration 16Q: 3 clusters Score -309466.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -309484.125000 Penalty: 2392.741211
	Iteration 17Q: 3 clusters Score -309484.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -309501.343750 Penalty: 2392.741211
	Iteration 18Q: 3 clusters Score -309501.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -309516.156250 Penalty: 2392.741211
	Iteration 19Q: 3 clusters Score -309516.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -309534.812500 Penalty: 2392.741211
	Iteration 20F: 3 clusters Score -309534.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -309560.687500 Penalty: 2392.741211
	Iteration 21Q: 3 clusters Score -309560.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -309591.343750 Penalty: 2392.741211
	Iteration 22Q: 3 clusters Score -309591.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -309618.875000 Penalty: 2392.741211
	Iteration 23Q: 3 clusters Score -309618.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -309634.156250 Penalty: 2392.741211
	Iteration 24Q: 3 clusters Score -309634.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -309648.187500 Penalty: 2392.741211
	Iteration 25Q: 3 clusters Score -309648.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -309660.718750 Penalty: 2392.741211
	Iteration 26Q: 3 clusters Score -309660.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -309671.437500 Penalty: 2392.741211
	Iteration 27Q: 3 clusters Score -309671.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -309682.343750 Penalty: 2392.741211
	Iteration 28Q: 3 clusters Score -309682.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -309691.625000 Penalty: 2392.741211
	Iteration 29Q: 3 clusters Score -309691.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -309703.125000 Penalty: 2392.741211
	Iteration 30Q: 3 clusters Score -309703.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -309710.468750 Penalty: 2392.741211
	Iteration 31Q: 3 clusters Score -309710.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -309717.125000 Penalty: 2392.741211
	Iteration 32Q: 3 clusters Score -309717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -309725.718750 Penalty: 2392.741211
	Iteration 33Q: 3 clusters Score -309725.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -309731.687500 Penalty: 2392.741211
	Iteration 34Q: 3 clusters Score -309731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -309734.312500 Penalty: 2392.741211
	Iteration 35Q: 3 clusters Score -309734.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -309737.250000 Penalty: 2392.741211
	Iteration 36Q: 3 clusters Score -309737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -309741.250000 Penalty: 2392.741211
	Iteration 37Q: 3 clusters Score -309741.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -309741.312500 Penalty: 2392.741211
	Iteration 38Q: 3 clusters Score -309741.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -309741.312500 Penalty: 2392.741211
	Iteration 39F: 3 clusters Score -309741.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Entering Unmasked Estep 
Score: -4378314.000000 Penalty: 1574.250610
	Iteration 0F: 2 clusters Score -4378314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -4352610.500000 Penalty: 3148.501221
	Iteration 0F: 3 clusters Score -4352610 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -4362701.500000 Penalty: 3148.501221
	Iteration 1F: 3 clusters Score -4362702 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4363491.000000 Penalty: 3148.501221
	Iteration 2Q: 3 clusters Score -4363491 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -4364473.500000 Penalty: 3148.501221
	Iteration 3F: 3 clusters Score -4364474 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -4365705.500000 Penalty: 3148.501221
	Iteration 4F: 3 clusters Score -4365706 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -4367114.500000 Penalty: 3148.501221
	Iteration 5F: 3 clusters Score -4367114 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4368675.000000 Penalty: 3148.501221
	Iteration 6F: 3 clusters Score -4368675 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4370112.000000 Penalty: 3148.501221
	Iteration 7F: 3 clusters Score -4370112 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -4371427.500000 Penalty: 3148.501221
	Iteration 8F: 3 clusters Score -4371428 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4372393.500000 Penalty: 3148.501221
	Iteration 9Q: 3 clusters Score -4372394 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4373138.000000 Penalty: 3148.501221
	Iteration 10Q: 3 clusters Score -4373138 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4373714.500000 Penalty: 3148.501221
	Iteration 11Q: 3 clusters Score -4373714 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -4374199.500000 Penalty: 3148.501221
	Iteration 12Q: 3 clusters Score -4374200 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4374731.000000 Penalty: 3148.501221
	Iteration 13Q: 3 clusters Score -4374731 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -4375182.500000 Penalty: 3148.501221
	Iteration 14Q: 3 clusters Score -4375182 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -4375590.000000 Penalty: 3148.501221
	Iteration 15Q: 3 clusters Score -4375590 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -4375944.500000 Penalty: 3148.501221
	Iteration 16Q: 3 clusters Score -4375944 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -4376259.000000 Penalty: 3148.501221
	Iteration 17Q: 3 clusters Score -4376259 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4376493.000000 Penalty: 3148.501221
	Iteration 18Q: 3 clusters Score -4376493 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4376667.000000 Penalty: 3148.501221
	Iteration 19Q: 3 clusters Score -4376667 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4376832.500000 Penalty: 3148.501221
	Iteration 20F: 3 clusters Score -4376832 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4376951.000000 Penalty: 3148.501221
	Iteration 21Q: 3 clusters Score -4376951 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4377073.000000 Penalty: 3148.501221
	Iteration 22Q: 3 clusters Score -4377073 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4377189.000000 Penalty: 3148.501221
	Iteration 23Q: 3 clusters Score -4377189 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4377272.000000 Penalty: 3148.501221
	Iteration 24Q: 3 clusters Score -4377272 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4377334.000000 Penalty: 3148.501221
	Iteration 25Q: 3 clusters Score -4377334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4377384.500000 Penalty: 3148.501221
	Iteration 26Q: 3 clusters Score -4377384 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4377417.000000 Penalty: 3148.501221
	Iteration 27Q: 3 clusters Score -4377417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4377443.000000 Penalty: 3148.501221
	Iteration 28Q: 3 clusters Score -4377443 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4377468.500000 Penalty: 3148.501221
	Iteration 29Q: 3 clusters Score -4377468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4377480.500000 Penalty: 3148.501221
	Iteration 30Q: 3 clusters Score -4377480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4377498.500000 Penalty: 3148.501221
	Iteration 31Q: 3 clusters Score -4377498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4377507.500000 Penalty: 3148.501221
	Iteration 32Q: 3 clusters Score -4377508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4377525.000000 Penalty: 3148.501221
	Iteration 33Q: 3 clusters Score -4377525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4377525.500000 Penalty: 3148.501221
	Iteration 34Q: 3 clusters Score -4377526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4377536.000000 Penalty: 3148.501221
	Iteration 35Q: 3 clusters Score -4377536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4377551.500000 Penalty: 3148.501221
	Iteration 36Q: 3 clusters Score -4377552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4377552.000000 Penalty: 3148.501221
	Iteration 37Q: 3 clusters Score -4377552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4377553.000000 Penalty: 3148.501221
	Iteration 38Q: 3 clusters Score -4377553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4377556.500000 Penalty: 3148.501221
	Iteration 39Q: 3 clusters Score -4377556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4377555.500000 Penalty: 3148.501221
	Iteration 40F: 3 clusters Score -4377556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4377556.500000 Penalty: 3148.501221
	Iteration 41Q: 3 clusters Score -4377556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4377560.500000 Penalty: 3148.501221
	Iteration 42Q: 3 clusters Score -4377560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4377566.500000 Penalty: 3148.501221
	Iteration 43Q: 3 clusters Score -4377566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4377561.500000 Penalty: 3148.501221
	Iteration 44Q: 3 clusters Score -4377562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4377569.500000 Penalty: 3148.501221
	Iteration 45Q: 3 clusters Score -4377570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4377574.500000 Penalty: 3148.501221
	Iteration 46Q: 3 clusters Score -4377574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4377577.000000 Penalty: 3148.501221
	Iteration 47Q: 3 clusters Score -4377577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4377572.500000 Penalty: 3148.501221
	Iteration 48Q: 3 clusters Score -4377572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4377570.000000 Penalty: 3148.501221
	Iteration 49Q: 3 clusters Score -4377570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4377572.000000 Penalty: 3148.501221
	Iteration 50Q: 3 clusters Score -4377572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4377576.000000 Penalty: 3148.501221
	Iteration 51Q: 3 clusters Score -4377576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4377574.000000 Penalty: 3148.501221
	Iteration 52Q: 3 clusters Score -4377574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4377576.000000 Penalty: 3148.501221
	Iteration 53Q: 3 clusters Score -4377576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4377577.000000 Penalty: 3148.501221
	Iteration 54Q: 3 clusters Score -4377577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4377577.000000 Penalty: 3148.501221
	Iteration 55F: 3 clusters Score -4377577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -183655.765625 Penalty: 1110.206543
	Iteration 0F: 2 clusters Score -183655.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -181908.421875 Penalty: 2220.413086
	Iteration 0F: 3 clusters Score -181908.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -182299.765625 Penalty: 2220.413086
	Iteration 1F: 3 clusters Score -182299.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -182428.015625 Penalty: 2220.413086
	Iteration 2F: 3 clusters Score -182428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -182489.390625 Penalty: 2220.413086
	Iteration 3Q: 3 clusters Score -182489.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -182526.593750 Penalty: 2220.413086
	Iteration 4Q: 3 clusters Score -182526.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -182542.359375 Penalty: 2220.413086
	Iteration 5Q: 3 clusters Score -182542.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -182553.421875 Penalty: 2220.413086
	Iteration 6Q: 3 clusters Score -182553.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -182560.171875 Penalty: 2220.413086
	Iteration 7Q: 3 clusters Score -182560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -182567.796875 Penalty: 2220.413086
	Iteration 8Q: 3 clusters Score -182567.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -182577.203125 Penalty: 2220.413086
	Iteration 9Q: 3 clusters Score -182577.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -182582.937500 Penalty: 2220.413086
	Iteration 10Q: 3 clusters Score -182582.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -182589.515625 Penalty: 2220.413086
	Iteration 11Q: 3 clusters Score -182589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182592.328125 Penalty: 2220.413086
	Iteration 12Q: 3 clusters Score -182592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -182594.703125 Penalty: 2220.413086
	Iteration 13Q: 3 clusters Score -182594.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -182595.484375 Penalty: 2220.413086
	Iteration 14Q: 3 clusters Score -182595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182595.859375 Penalty: 2220.413086
	Iteration 15Q: 3 clusters Score -182595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182595.859375 Penalty: 2220.413086
	Iteration 16F: 3 clusters Score -182595.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Entering Unmasked Estep 
Score: -3130052.500000 Penalty: 1523.461426
	Iteration 0F: 2 clusters Score -3130052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3111857.250000 Penalty: 3046.922852
	Iteration 0F: 3 clusters Score -3111857 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3118799.500000 Penalty: 3046.922852
	Iteration 1F: 3 clusters Score -3118800 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3119382.750000 Penalty: 3046.922852
	Iteration 2F: 3 clusters Score -3119383 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3119898.250000 Penalty: 3046.922852
	Iteration 3Q: 3 clusters Score -3119898 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3120488.500000 Penalty: 3046.922852
	Iteration 4Q: 3 clusters Score -3120488 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3121044.000000 Penalty: 3046.922852
	Iteration 5Q: 3 clusters Score -3121044 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3121690.750000 Penalty: 3046.922852
	Iteration 6Q: 3 clusters Score -3121691 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3122354.500000 Penalty: 3046.922852
	Iteration 7Q: 3 clusters Score -3122354 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3123016.750000 Penalty: 3046.922852
	Iteration 8Q: 3 clusters Score -3123017 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3123576.000000 Penalty: 3046.922852
	Iteration 9Q: 3 clusters Score -3123576 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3124119.000000 Penalty: 3046.922852
	Iteration 10Q: 3 clusters Score -3124119 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3124610.000000 Penalty: 3046.922852
	Iteration 11Q: 3 clusters Score -3124610 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3125100.750000 Penalty: 3046.922852
	Iteration 12Q: 3 clusters Score -3125101 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3125541.750000 Penalty: 3046.922852
	Iteration 13Q: 3 clusters Score -3125542 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -3125984.250000 Penalty: 3046.922852
	Iteration 14Q: 3 clusters Score -3125984 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3126469.750000 Penalty: 3046.922852
	Iteration 15Q: 3 clusters Score -3126470 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3126914.250000 Penalty: 3046.922852
	Iteration 16Q: 3 clusters Score -3126914 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3127382.500000 Penalty: 3046.922852
	Iteration 17Q: 3 clusters Score -3127382 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3127792.750000 Penalty: 3046.922852
	Iteration 18Q: 3 clusters Score -3127793 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3128086.000000 Penalty: 3046.922852
	Iteration 19Q: 3 clusters Score -3128086 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3128263.000000 Penalty: 3046.922852
	Iteration 20F: 3 clusters Score -3128263 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3128415.250000 Penalty: 3046.922852
	Iteration 21Q: 3 clusters Score -3128415 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3128537.250000 Penalty: 3046.922852
	Iteration 22Q: 3 clusters Score -3128537 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3128630.250000 Penalty: 3046.922852
	Iteration 23Q: 3 clusters Score -3128630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3128698.500000 Penalty: 3046.922852
	Iteration 24Q: 3 clusters Score -3128698 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3128744.500000 Penalty: 3046.922852
	Iteration 25Q: 3 clusters Score -3128744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -3128787.750000 Penalty: 3046.922852
	Iteration 26Q: 3 clusters Score -3128788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3128827.250000 Penalty: 3046.922852
	Iteration 27Q: 3 clusters Score -3128827 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3128864.250000 Penalty: 3046.922852
	Iteration 28Q: 3 clusters Score -3128864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3128896.500000 Penalty: 3046.922852
	Iteration 29Q: 3 clusters Score -3128896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3128928.250000 Penalty: 3046.922852
	Iteration 30Q: 3 clusters Score -3128928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3128939.250000 Penalty: 3046.922852
	Iteration 31Q: 3 clusters Score -3128939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3128953.000000 Penalty: 3046.922852
	Iteration 32Q: 3 clusters Score -3128953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3128961.250000 Penalty: 3046.922852
	Iteration 33Q: 3 clusters Score -3128961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3128965.250000 Penalty: 3046.922852
	Iteration 34Q: 3 clusters Score -3128965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3128968.250000 Penalty: 3046.922852
	Iteration 35Q: 3 clusters Score -3128968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3128973.750000 Penalty: 3046.922852
	Iteration 36Q: 3 clusters Score -3128974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3128979.500000 Penalty: 3046.922852
	Iteration 37Q: 3 clusters Score -3128980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3128994.500000 Penalty: 3046.922852
	Iteration 38Q: 3 clusters Score -3128994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3128998.250000 Penalty: 3046.922852
	Iteration 39Q: 3 clusters Score -3128998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3129004.750000 Penalty: 3046.922852
	Iteration 40F: 3 clusters Score -3129005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3129008.750000 Penalty: 3046.922852
	Iteration 41Q: 3 clusters Score -3129009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3129017.500000 Penalty: 3046.922852
	Iteration 42Q: 3 clusters Score -3129018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3129012.500000 Penalty: 3046.922852
	Iteration 43Q: 3 clusters Score -3129012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3129012.750000 Penalty: 3046.922852
	Iteration 44Q: 3 clusters Score -3129013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3129018.250000 Penalty: 3046.922852
	Iteration 45Q: 3 clusters Score -3129018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3129019.000000 Penalty: 3046.922852
	Iteration 46Q: 3 clusters Score -3129019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -3129020.250000 Penalty: 3046.922852
	Iteration 47Q: 3 clusters Score -3129020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3129020.250000 Penalty: 3046.922852
	Iteration 48Q: 3 clusters Score -3129020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3129024.500000 Penalty: 3046.922852
	Iteration 49Q: 3 clusters Score -3129024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3129024.250000 Penalty: 3046.922852
	Iteration 50Q: 3 clusters Score -3129024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3129023.750000 Penalty: 3046.922852
	Iteration 51Q: 3 clusters Score -3129024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3129027.250000 Penalty: 3046.922852
	Iteration 52Q: 3 clusters Score -3129027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3129032.750000 Penalty: 3046.922852
	Iteration 53Q: 3 clusters Score -3129033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3129033.250000 Penalty: 3046.922852
	Iteration 54Q: 3 clusters Score -3129033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3129030.750000 Penalty: 3046.922852
	Iteration 55Q: 3 clusters Score -3129031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3129029.250000 Penalty: 3046.922852
	Iteration 56Q: 3 clusters Score -3129029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3129030.500000 Penalty: 3046.922852
	Iteration 57Q: 3 clusters Score -3129030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3129030.500000 Penalty: 3046.922852
	Iteration 58F: 3 clusters Score -3129030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Entering Unmasked Estep 
Score: -4467918.500000 Penalty: 1578.638672
	Iteration 0F: 2 clusters Score -4467918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4441712.500000 Penalty: 3157.277344
	Iteration 0F: 3 clusters Score -4441712 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -4452031.000000 Penalty: 3157.277344
	Iteration 1F: 3 clusters Score -4452031 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4452800.500000 Penalty: 3157.277344
	Iteration 2F: 3 clusters Score -4452800 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4453743.000000 Penalty: 3157.277344
	Iteration 3F: 3 clusters Score -4453743 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -4454931.000000 Penalty: 3157.277344
	Iteration 4F: 3 clusters Score -4454931 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -4456425.500000 Penalty: 3157.277344
	Iteration 5F: 3 clusters Score -4456426 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4458159.000000 Penalty: 3157.277344
	Iteration 6F: 3 clusters Score -4458159 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4460067.000000 Penalty: 3157.277344
	Iteration 7F: 3 clusters Score -4460067 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4462006.000000 Penalty: 3157.277344
	Iteration 8F: 3 clusters Score -4462006 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -4463686.500000 Penalty: 3157.277344
	Iteration 9Q: 3 clusters Score -4463686 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -4465018.000000 Penalty: 3157.277344
	Iteration 10Q: 3 clusters Score -4465018 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -4465840.000000 Penalty: 3157.277344
	Iteration 11Q: 3 clusters Score -4465840 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -4466232.000000 Penalty: 3157.277344
	Iteration 12Q: 3 clusters Score -4466232 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -4466415.000000 Penalty: 3157.277344
	Iteration 13Q: 3 clusters Score -4466415 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -4466552.000000 Penalty: 3157.277344
	Iteration 14Q: 3 clusters Score -4466552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -4466606.000000 Penalty: 3157.277344
	Iteration 15Q: 3 clusters Score -4466606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4466629.000000 Penalty: 3157.277344
	Iteration 16Q: 3 clusters Score -4466629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -4466643.500000 Penalty: 3157.277344
	Iteration 17Q: 3 clusters Score -4466644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4466665.000000 Penalty: 3157.277344
	Iteration 18Q: 3 clusters Score -4466665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -4466687.500000 Penalty: 3157.277344
	Iteration 19Q: 3 clusters Score -4466688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -4466693.000000 Penalty: 3157.277344
	Iteration 20F: 3 clusters Score -4466693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -4466693.000000 Penalty: 3157.277344
	Iteration 21Q: 3 clusters Score -4466693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -4466697.500000 Penalty: 3157.277344
	Iteration 22Q: 3 clusters Score -4466698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -4466700.500000 Penalty: 3157.277344
	Iteration 23Q: 3 clusters Score -4466700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -4466702.500000 Penalty: 3157.277344
	Iteration 24Q: 3 clusters Score -4466702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -4466704.000000 Penalty: 3157.277344
	Iteration 25Q: 3 clusters Score -4466704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -4466700.000000 Penalty: 3157.277344
	Iteration 26Q: 3 clusters Score -4466700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -4466700.000000 Penalty: 3157.277344
	Iteration 27F: 3 clusters Score -4466700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Entering Unmasked Estep 
Score: -11654266.000000 Penalty: 1723.065674
	Iteration 0F: 2 clusters Score -1.165427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -11584231.000000 Penalty: 3446.131348
	Iteration 0F: 3 clusters Score -1.158423e+07 nChanged 50543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -11613321.000000 Penalty: 3446.131348
	Iteration 1F: 3 clusters Score -1.161332e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -11614686.000000 Penalty: 3446.131348
	Iteration 2Q: 3 clusters Score -1.161469e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -11616513.000000 Penalty: 3446.131348
	Iteration 3Q: 3 clusters Score -1.161651e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -11619104.000000 Penalty: 3446.131348
	Iteration 4F: 3 clusters Score -1.16191e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -11622558.000000 Penalty: 3446.131348
	Iteration 5F: 3 clusters Score -1.162256e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -11626760.000000 Penalty: 3446.131348
	Iteration 6F: 3 clusters Score -1.162676e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -11631387.000000 Penalty: 3446.131348
	Iteration 7F: 3 clusters Score -1.163139e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -11636178.000000 Penalty: 3446.131348
	Iteration 8F: 3 clusters Score -1.163618e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 92531 members 
Entering Unmasked Estep 
Score: -11640836.000000 Penalty: 3446.131348
	Iteration 9F: 3 clusters Score -1.164084e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -11645310.000000 Penalty: 3446.131348
	Iteration 10F: 3 clusters Score -1.164531e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 102059 members 
Entering Unmasked Estep 
Score: -11648794.000000 Penalty: 3446.131348
	Iteration 11Q: 3 clusters Score -1.164879e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -11650961.000000 Penalty: 3446.131348
	Iteration 12Q: 3 clusters Score -1.165096e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -11652022.000000 Penalty: 3446.131348
	Iteration 13Q: 3 clusters Score -1.165202e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -11652548.000000 Penalty: 3446.131348
	Iteration 14Q: 3 clusters Score -1.165255e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 106470 members 
Entering Unmasked Estep 
Score: -11652762.000000 Penalty: 3446.131348
	Iteration 15Q: 3 clusters Score -1.165276e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -11652862.000000 Penalty: 3446.131348
	Iteration 16Q: 3 clusters Score -1.165286e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -11652920.000000 Penalty: 3446.131348
	Iteration 17Q: 3 clusters Score -1.165292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -11652934.000000 Penalty: 3446.131348
	Iteration 18Q: 3 clusters Score -1.165293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 106597 members 
Entering Unmasked Estep 
Score: -11652949.000000 Penalty: 3446.131348
	Iteration 19Q: 3 clusters Score -1.165295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 106600 members 
Entering Unmasked Estep 
Score: -11652948.000000 Penalty: 3446.131348
	Iteration 20F: 3 clusters Score -1.165295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Entering Unmasked Estep 
Score: -4507775.000000 Penalty: 1577.080322
	Iteration 0F: 2 clusters Score -4507775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4481645.500000 Penalty: 3154.160645
	Iteration 0F: 3 clusters Score -4481646 nChanged 18355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4491579.500000 Penalty: 3154.160645
	Iteration 1F: 3 clusters Score -4491580 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4492048.500000 Penalty: 3154.160645
	Iteration 2Q: 3 clusters Score -4492048 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4492549.000000 Penalty: 3154.160645
	Iteration 3Q: 3 clusters Score -4492549 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -4493174.000000 Penalty: 3154.160645
	Iteration 4Q: 3 clusters Score -4493174 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4493926.500000 Penalty: 3154.160645
	Iteration 5Q: 3 clusters Score -4493926 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4494863.000000 Penalty: 3154.160645
	Iteration 6F: 3 clusters Score -4494863 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4495857.000000 Penalty: 3154.160645
	Iteration 7F: 3 clusters Score -4495857 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4496843.000000 Penalty: 3154.160645
	Iteration 8F: 3 clusters Score -4496843 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4497696.000000 Penalty: 3154.160645
	Iteration 9Q: 3 clusters Score -4497696 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4498378.000000 Penalty: 3154.160645
	Iteration 10Q: 3 clusters Score -4498378 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -4498902.000000 Penalty: 3154.160645
	Iteration 11Q: 3 clusters Score -4498902 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4499303.000000 Penalty: 3154.160645
	Iteration 12Q: 3 clusters Score -4499303 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4499561.500000 Penalty: 3154.160645
	Iteration 13Q: 3 clusters Score -4499562 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4499738.500000 Penalty: 3154.160645
	Iteration 14Q: 3 clusters Score -4499738 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -4499843.000000 Penalty: 3154.160645
	Iteration 15Q: 3 clusters Score -4499843 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4499940.000000 Penalty: 3154.160645
	Iteration 16Q: 3 clusters Score -4499940 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4500000.000000 Penalty: 3154.160645
	Iteration 17Q: 3 clusters Score -4500000 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4500072.000000 Penalty: 3154.160645
	Iteration 18Q: 3 clusters Score -4500072 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -4500117.500000 Penalty: 3154.160645
	Iteration 19Q: 3 clusters Score -4500118 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4500134.500000 Penalty: 3154.160645
	Iteration 20F: 3 clusters Score -4500134 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4500146.000000 Penalty: 3154.160645
	Iteration 21Q: 3 clusters Score -4500146 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4500167.500000 Penalty: 3154.160645
	Iteration 22Q: 3 clusters Score -4500168 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4500210.000000 Penalty: 3154.160645
	Iteration 23Q: 3 clusters Score -4500210 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4500225.000000 Penalty: 3154.160645
	Iteration 24Q: 3 clusters Score -4500225 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4500245.500000 Penalty: 3154.160645
	Iteration 25Q: 3 clusters Score -4500246 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4500260.000000 Penalty: 3154.160645
	Iteration 26Q: 3 clusters Score -4500260 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4500275.000000 Penalty: 3154.160645
	Iteration 27Q: 3 clusters Score -4500275 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -4500321.000000 Penalty: 3154.160645
	Iteration 28Q: 3 clusters Score -4500321 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -4500353.500000 Penalty: 3154.160645
	Iteration 29Q: 3 clusters Score -4500354 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4500366.000000 Penalty: 3154.160645
	Iteration 30Q: 3 clusters Score -4500366 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4500405.500000 Penalty: 3154.160645
	Iteration 31Q: 3 clusters Score -4500406 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4500457.000000 Penalty: 3154.160645
	Iteration 32Q: 3 clusters Score -4500457 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -4500521.000000 Penalty: 3154.160645
	Iteration 33Q: 3 clusters Score -4500521 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4500588.500000 Penalty: 3154.160645
	Iteration 34Q: 3 clusters Score -4500588 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -4500668.500000 Penalty: 3154.160645
	Iteration 35Q: 3 clusters Score -4500668 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -4500783.000000 Penalty: 3154.160645
	Iteration 36Q: 3 clusters Score -4500783 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4500924.500000 Penalty: 3154.160645
	Iteration 37Q: 3 clusters Score -4500924 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -4501136.000000 Penalty: 3154.160645
	Iteration 38Q: 3 clusters Score -4501136 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -4501420.000000 Penalty: 3154.160645
	Iteration 39Q: 3 clusters Score -4501420 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -4501763.500000 Penalty: 3154.160645
	Iteration 40F: 3 clusters Score -4501764 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4502188.000000 Penalty: 3154.160645
	Iteration 41Q: 3 clusters Score -4502188 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4502723.000000 Penalty: 3154.160645
	Iteration 42Q: 3 clusters Score -4502723 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4503272.000000 Penalty: 3154.160645
	Iteration 43Q: 3 clusters Score -4503272 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4503854.500000 Penalty: 3154.160645
	Iteration 44Q: 3 clusters Score -4503854 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4504464.500000 Penalty: 3154.160645
	Iteration 45Q: 3 clusters Score -4504464 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4505032.500000 Penalty: 3154.160645
	Iteration 46Q: 3 clusters Score -4505032 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -4505479.500000 Penalty: 3154.160645
	Iteration 47Q: 3 clusters Score -4505480 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4505824.500000 Penalty: 3154.160645
	Iteration 48Q: 3 clusters Score -4505824 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4506115.000000 Penalty: 3154.160645
	Iteration 49Q: 3 clusters Score -4506115 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4506368.500000 Penalty: 3154.160645
	Iteration 50Q: 3 clusters Score -4506368 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4506566.500000 Penalty: 3154.160645
	Iteration 51Q: 3 clusters Score -4506566 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4506671.000000 Penalty: 3154.160645
	Iteration 52Q: 3 clusters Score -4506671 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4506775.500000 Penalty: 3154.160645
	Iteration 53Q: 3 clusters Score -4506776 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4506847.000000 Penalty: 3154.160645
	Iteration 54Q: 3 clusters Score -4506847 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -4506904.000000 Penalty: 3154.160645
	Iteration 55Q: 3 clusters Score -4506904 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -4506939.000000 Penalty: 3154.160645
	Iteration 56Q: 3 clusters Score -4506939 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -4506963.000000 Penalty: 3154.160645
	Iteration 57Q: 3 clusters Score -4506963 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -4506977.500000 Penalty: 3154.160645
	Iteration 58Q: 3 clusters Score -4506978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -4506991.500000 Penalty: 3154.160645
	Iteration 59Q: 3 clusters Score -4506992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -4507002.000000 Penalty: 3154.160645
	Iteration 60F: 3 clusters Score -4507002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -4507013.500000 Penalty: 3154.160645
	Iteration 61Q: 3 clusters Score -4507014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -4507011.500000 Penalty: 3154.160645
	Iteration 62Q: 3 clusters Score -4507012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -4507016.000000 Penalty: 3154.160645
	Iteration 63Q: 3 clusters Score -4507016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -4507016.500000 Penalty: 3154.160645
	Iteration 64Q: 3 clusters Score -4507016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -4507018.000000 Penalty: 3154.160645
	Iteration 65Q: 3 clusters Score -4507018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4507024.500000 Penalty: 3154.160645
	Iteration 66Q: 3 clusters Score -4507024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -4507020.000000 Penalty: 3154.160645
	Iteration 67Q: 3 clusters Score -4507020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -4507019.500000 Penalty: 3154.160645
	Iteration 68Q: 3 clusters Score -4507020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -4507018.500000 Penalty: 3154.160645
	Iteration 69Q: 3 clusters Score -4507018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -4507027.000000 Penalty: 3154.160645
	Iteration 70Q: 3 clusters Score -4507027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -4507025.000000 Penalty: 3154.160645
	Iteration 71Q: 3 clusters Score -4507025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -4507023.500000 Penalty: 3154.160645
	Iteration 72Q: 3 clusters Score -4507024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -4507025.000000 Penalty: 3154.160645
	Iteration 73Q: 3 clusters Score -4507025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4507023.500000 Penalty: 3154.160645
	Iteration 74Q: 3 clusters Score -4507024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -4507024.000000 Penalty: 3154.160645
	Iteration 75Q: 3 clusters Score -4507024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4507024.500000 Penalty: 3154.160645
	Iteration 76Q: 3 clusters Score -4507024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4507024.500000 Penalty: 3154.160645
	Iteration 77F: 3 clusters Score -4507024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Entering Unmasked Estep 
Score: -3341050.750000 Penalty: 1534.313965
	Iteration 0F: 2 clusters Score -3341051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3321454.250000 Penalty: 3068.627930
	Iteration 0F: 3 clusters Score -3321454 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3329006.000000 Penalty: 3068.627930
	Iteration 1F: 3 clusters Score -3329006 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3329625.750000 Penalty: 3068.627930
	Iteration 2F: 3 clusters Score -3329626 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3330206.000000 Penalty: 3068.627930
	Iteration 3Q: 3 clusters Score -3330206 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3330685.000000 Penalty: 3068.627930
	Iteration 4Q: 3 clusters Score -3330685 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3331171.000000 Penalty: 3068.627930
	Iteration 5Q: 3 clusters Score -3331171 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3331625.750000 Penalty: 3068.627930
	Iteration 6Q: 3 clusters Score -3331626 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3332008.250000 Penalty: 3068.627930
	Iteration 7Q: 3 clusters Score -3332008 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3332293.500000 Penalty: 3068.627930
	Iteration 8Q: 3 clusters Score -3332294 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3332608.250000 Penalty: 3068.627930
	Iteration 9Q: 3 clusters Score -3332608 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -3332938.500000 Penalty: 3068.627930
	Iteration 10Q: 3 clusters Score -3332938 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3333263.000000 Penalty: 3068.627930
	Iteration 11Q: 3 clusters Score -3333263 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3333612.250000 Penalty: 3068.627930
	Iteration 12Q: 3 clusters Score -3333612 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3334027.500000 Penalty: 3068.627930
	Iteration 13Q: 3 clusters Score -3334028 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -3334537.750000 Penalty: 3068.627930
	Iteration 14Q: 3 clusters Score -3334538 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3335142.750000 Penalty: 3068.627930
	Iteration 15Q: 3 clusters Score -3335143 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3335817.500000 Penalty: 3068.627930
	Iteration 16Q: 3 clusters Score -3335818 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3336485.500000 Penalty: 3068.627930
	Iteration 17Q: 3 clusters Score -3336486 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3337250.500000 Penalty: 3068.627930
	Iteration 18Q: 3 clusters Score -3337250 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3337876.250000 Penalty: 3068.627930
	Iteration 19Q: 3 clusters Score -3337876 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3338313.000000 Penalty: 3068.627930
	Iteration 20F: 3 clusters Score -3338313 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3338653.250000 Penalty: 3068.627930
	Iteration 21Q: 3 clusters Score -3338653 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3338879.500000 Penalty: 3068.627930
	Iteration 22Q: 3 clusters Score -3338880 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3339059.250000 Penalty: 3068.627930
	Iteration 23Q: 3 clusters Score -3339059 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3339177.750000 Penalty: 3068.627930
	Iteration 24Q: 3 clusters Score -3339178 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3339270.750000 Penalty: 3068.627930
	Iteration 25Q: 3 clusters Score -3339271 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3339361.250000 Penalty: 3068.627930
	Iteration 26Q: 3 clusters Score -3339361 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -3339427.750000 Penalty: 3068.627930
	Iteration 27Q: 3 clusters Score -3339428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3339499.250000 Penalty: 3068.627930
	Iteration 28Q: 3 clusters Score -3339499 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -3339548.750000 Penalty: 3068.627930
	Iteration 29Q: 3 clusters Score -3339549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3339571.500000 Penalty: 3068.627930
	Iteration 30Q: 3 clusters Score -3339572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -3339596.250000 Penalty: 3068.627930
	Iteration 31Q: 3 clusters Score -3339596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3339604.500000 Penalty: 3068.627930
	Iteration 32Q: 3 clusters Score -3339604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3339608.750000 Penalty: 3068.627930
	Iteration 33Q: 3 clusters Score -3339609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -3339620.250000 Penalty: 3068.627930
	Iteration 34Q: 3 clusters Score -3339620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3339635.500000 Penalty: 3068.627930
	Iteration 35Q: 3 clusters Score -3339636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3339648.250000 Penalty: 3068.627930
	Iteration 36Q: 3 clusters Score -3339648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -3339656.000000 Penalty: 3068.627930
	Iteration 37Q: 3 clusters Score -3339656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3339669.750000 Penalty: 3068.627930
	Iteration 38Q: 3 clusters Score -3339670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3339680.250000 Penalty: 3068.627930
	Iteration 39Q: 3 clusters Score -3339680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -3339688.750000 Penalty: 3068.627930
	Iteration 40F: 3 clusters Score -3339689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -3339696.750000 Penalty: 3068.627930
	Iteration 41Q: 3 clusters Score -3339697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3339694.750000 Penalty: 3068.627930
	Iteration 42Q: 3 clusters Score -3339695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -3339696.750000 Penalty: 3068.627930
	Iteration 43Q: 3 clusters Score -3339697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3339702.750000 Penalty: 3068.627930
	Iteration 44Q: 3 clusters Score -3339703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3339705.500000 Penalty: 3068.627930
	Iteration 45Q: 3 clusters Score -3339706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3339708.000000 Penalty: 3068.627930
	Iteration 46Q: 3 clusters Score -3339708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3339715.000000 Penalty: 3068.627930
	Iteration 47Q: 3 clusters Score -3339715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3339715.000000 Penalty: 3068.627930
	Iteration 48Q: 3 clusters Score -3339715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3339714.500000 Penalty: 3068.627930
	Iteration 49Q: 3 clusters Score -3339714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3339714.500000 Penalty: 3068.627930
	Iteration 50F: 3 clusters Score -3339714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Entering Unmasked Estep 
Score: -2205301.000000 Penalty: 1486.578247
	Iteration 0F: 2 clusters Score -2205301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2191177.750000 Penalty: 2973.156494
	Iteration 0F: 3 clusters Score -2191178 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2196327.250000 Penalty: 2973.156494
	Iteration 1F: 3 clusters Score -2196327 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2196731.250000 Penalty: 2973.156494
	Iteration 2F: 3 clusters Score -2196731 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2197109.500000 Penalty: 2973.156494
	Iteration 3Q: 3 clusters Score -2197110 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2197459.500000 Penalty: 2973.156494
	Iteration 4Q: 3 clusters Score -2197460 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2197813.750000 Penalty: 2973.156494
	Iteration 5Q: 3 clusters Score -2197814 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2198288.000000 Penalty: 2973.156494
	Iteration 6Q: 3 clusters Score -2198288 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2198934.250000 Penalty: 2973.156494
	Iteration 7F: 3 clusters Score -2198934 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2199789.000000 Penalty: 2973.156494
	Iteration 8F: 3 clusters Score -2199789 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2200861.750000 Penalty: 2973.156494
	Iteration 9F: 3 clusters Score -2200862 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2201971.000000 Penalty: 2973.156494
	Iteration 10F: 3 clusters Score -2201971 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2202850.500000 Penalty: 2973.156494
	Iteration 11Q: 3 clusters Score -2202850 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2203421.000000 Penalty: 2973.156494
	Iteration 12Q: 3 clusters Score -2203421 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2203761.250000 Penalty: 2973.156494
	Iteration 13Q: 3 clusters Score -2203761 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2203935.500000 Penalty: 2973.156494
	Iteration 14Q: 3 clusters Score -2203936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2204032.250000 Penalty: 2973.156494
	Iteration 15Q: 3 clusters Score -2204032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2204109.250000 Penalty: 2973.156494
	Iteration 16Q: 3 clusters Score -2204109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2204145.500000 Penalty: 2973.156494
	Iteration 17Q: 3 clusters Score -2204146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2204160.500000 Penalty: 2973.156494
	Iteration 18Q: 3 clusters Score -2204160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2204182.500000 Penalty: 2973.156494
	Iteration 19Q: 3 clusters Score -2204182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2204187.250000 Penalty: 2973.156494
	Iteration 20F: 3 clusters Score -2204187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2204189.000000 Penalty: 2973.156494
	Iteration 21Q: 3 clusters Score -2204189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2204192.500000 Penalty: 2973.156494
	Iteration 22Q: 3 clusters Score -2204192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2204192.500000 Penalty: 2973.156494
	Iteration 23F: 3 clusters Score -2204192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Entering Unmasked Estep 
Score: -1990004.125000 Penalty: 1456.916016
	Iteration 0F: 2 clusters Score -1990004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1978188.375000 Penalty: 2913.832031
	Iteration 0F: 3 clusters Score -1978188 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1982328.250000 Penalty: 2913.832031
	Iteration 1F: 3 clusters Score -1982328 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1982761.375000 Penalty: 2913.832031
	Iteration 2F: 3 clusters Score -1982761 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1983114.250000 Penalty: 2913.832031
	Iteration 3F: 3 clusters Score -1983114 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1983466.625000 Penalty: 2913.832031
	Iteration 4Q: 3 clusters Score -1983467 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1983844.000000 Penalty: 2913.832031
	Iteration 5Q: 3 clusters Score -1983844 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1984236.250000 Penalty: 2913.832031
	Iteration 6Q: 3 clusters Score -1984236 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1984638.375000 Penalty: 2913.832031
	Iteration 7Q: 3 clusters Score -1984638 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1985013.875000 Penalty: 2913.832031
	Iteration 8Q: 3 clusters Score -1985014 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1985416.125000 Penalty: 2913.832031
	Iteration 9Q: 3 clusters Score -1985416 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1985763.125000 Penalty: 2913.832031
	Iteration 10Q: 3 clusters Score -1985763 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1986033.000000 Penalty: 2913.832031
	Iteration 11Q: 3 clusters Score -1986033 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1986223.125000 Penalty: 2913.832031
	Iteration 12Q: 3 clusters Score -1986223 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1986385.375000 Penalty: 2913.832031
	Iteration 13Q: 3 clusters Score -1986385 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1986518.250000 Penalty: 2913.832031
	Iteration 14Q: 3 clusters Score -1986518 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1986626.125000 Penalty: 2913.832031
	Iteration 15Q: 3 clusters Score -1986626 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1986717.500000 Penalty: 2913.832031
	Iteration 16Q: 3 clusters Score -1986718 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1986805.250000 Penalty: 2913.832031
	Iteration 17Q: 3 clusters Score -1986805 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1986884.875000 Penalty: 2913.832031
	Iteration 18Q: 3 clusters Score -1986885 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1986967.125000 Penalty: 2913.832031
	Iteration 19Q: 3 clusters Score -1986967 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1987045.375000 Penalty: 2913.832031
	Iteration 20F: 3 clusters Score -1987045 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1987123.000000 Penalty: 2913.832031
	Iteration 21Q: 3 clusters Score -1987123 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1987216.625000 Penalty: 2913.832031
	Iteration 22Q: 3 clusters Score -1987217 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1987312.125000 Penalty: 2913.832031
	Iteration 23Q: 3 clusters Score -1987312 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1987402.875000 Penalty: 2913.832031
	Iteration 24Q: 3 clusters Score -1987403 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1987498.875000 Penalty: 2913.832031
	Iteration 25Q: 3 clusters Score -1987499 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1987606.750000 Penalty: 2913.832031
	Iteration 26Q: 3 clusters Score -1987607 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1987722.375000 Penalty: 2913.832031
	Iteration 27Q: 3 clusters Score -1987722 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1987857.750000 Penalty: 2913.832031
	Iteration 28Q: 3 clusters Score -1987858 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1987995.500000 Penalty: 2913.832031
	Iteration 29Q: 3 clusters Score -1987996 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1988136.625000 Penalty: 2913.832031
	Iteration 30Q: 3 clusters Score -1988137 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1988266.375000 Penalty: 2913.832031
	Iteration 31Q: 3 clusters Score -1988266 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1988393.500000 Penalty: 2913.832031
	Iteration 32Q: 3 clusters Score -1988394 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1988486.625000 Penalty: 2913.832031
	Iteration 33Q: 3 clusters Score -1988487 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1988572.125000 Penalty: 2913.832031
	Iteration 34Q: 3 clusters Score -1988572 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1988642.875000 Penalty: 2913.832031
	Iteration 35Q: 3 clusters Score -1988643 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1988713.250000 Penalty: 2913.832031
	Iteration 36Q: 3 clusters Score -1988713 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1988765.125000 Penalty: 2913.832031
	Iteration 37Q: 3 clusters Score -1988765 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1988819.375000 Penalty: 2913.832031
	Iteration 38Q: 3 clusters Score -1988819 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1988854.750000 Penalty: 2913.832031
	Iteration 39Q: 3 clusters Score -1988855 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1988894.125000 Penalty: 2913.832031
	Iteration 40F: 3 clusters Score -1988894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1988930.250000 Penalty: 2913.832031
	Iteration 41Q: 3 clusters Score -1988930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1988955.875000 Penalty: 2913.832031
	Iteration 42Q: 3 clusters Score -1988956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1988966.250000 Penalty: 2913.832031
	Iteration 43Q: 3 clusters Score -1988966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1988984.000000 Penalty: 2913.832031
	Iteration 44Q: 3 clusters Score -1988984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1988995.375000 Penalty: 2913.832031
	Iteration 45Q: 3 clusters Score -1988995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1989001.375000 Penalty: 2913.832031
	Iteration 46Q: 3 clusters Score -1989001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1989006.625000 Penalty: 2913.832031
	Iteration 47Q: 3 clusters Score -1989007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1989012.750000 Penalty: 2913.832031
	Iteration 48Q: 3 clusters Score -1989013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1989012.000000 Penalty: 2913.832031
	Iteration 49Q: 3 clusters Score -1989012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1989016.000000 Penalty: 2913.832031
	Iteration 50Q: 3 clusters Score -1989016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1989022.125000 Penalty: 2913.832031
	Iteration 51Q: 3 clusters Score -1989022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1989024.375000 Penalty: 2913.832031
	Iteration 52Q: 3 clusters Score -1989024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1989030.875000 Penalty: 2913.832031
	Iteration 53Q: 3 clusters Score -1989031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1989039.250000 Penalty: 2913.832031
	Iteration 54Q: 3 clusters Score -1989039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1989044.125000 Penalty: 2913.832031
	Iteration 55Q: 3 clusters Score -1989044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1989045.750000 Penalty: 2913.832031
	Iteration 56Q: 3 clusters Score -1989046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1989047.875000 Penalty: 2913.832031
	Iteration 57Q: 3 clusters Score -1989048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1989047.750000 Penalty: 2913.832031
	Iteration 58Q: 3 clusters Score -1989048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1989049.500000 Penalty: 2913.832031
	Iteration 59Q: 3 clusters Score -1989050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1989050.125000 Penalty: 2913.832031
	Iteration 60F: 3 clusters Score -1989050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1989058.125000 Penalty: 2913.832031
	Iteration 61Q: 3 clusters Score -1989058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1989057.500000 Penalty: 2913.832031
	Iteration 62Q: 3 clusters Score -1989058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1989057.500000 Penalty: 2913.832031
	Iteration 63F: 3 clusters Score -1989058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Entering Unmasked Estep 
Score: -251459.718750 Penalty: 1157.895630
	Iteration 0F: 2 clusters Score -251459.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -249367.203125 Penalty: 2315.791260
	Iteration 0F: 3 clusters Score -249367.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -249915.953125 Penalty: 2315.791260
	Iteration 1F: 3 clusters Score -249916 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -250057.562500 Penalty: 2315.791260
	Iteration 2F: 3 clusters Score -250057.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -250161.078125 Penalty: 2315.791260
	Iteration 3Q: 3 clusters Score -250161.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -250266.078125 Penalty: 2315.791260
	Iteration 4Q: 3 clusters Score -250266.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -250375.984375 Penalty: 2315.791260
	Iteration 5Q: 3 clusters Score -250376 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -250465.968750 Penalty: 2315.791260
	Iteration 6Q: 3 clusters Score -250466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -250553.984375 Penalty: 2315.791260
	Iteration 7Q: 3 clusters Score -250554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -250632.984375 Penalty: 2315.791260
	Iteration 8Q: 3 clusters Score -250633 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -250707.062500 Penalty: 2315.791260
	Iteration 9Q: 3 clusters Score -250707.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -250759.093750 Penalty: 2315.791260
	Iteration 10Q: 3 clusters Score -250759.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -250788.750000 Penalty: 2315.791260
	Iteration 11Q: 3 clusters Score -250788.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -250815.328125 Penalty: 2315.791260
	Iteration 12Q: 3 clusters Score -250815.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -250827.250000 Penalty: 2315.791260
	Iteration 13Q: 3 clusters Score -250827.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -250834.843750 Penalty: 2315.791260
	Iteration 14Q: 3 clusters Score -250834.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -250843.203125 Penalty: 2315.791260
	Iteration 15Q: 3 clusters Score -250843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -250851.312500 Penalty: 2315.791260
	Iteration 16Q: 3 clusters Score -250851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -250856.781250 Penalty: 2315.791260
	Iteration 17Q: 3 clusters Score -250856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -250859.171875 Penalty: 2315.791260
	Iteration 18Q: 3 clusters Score -250859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -250864.531250 Penalty: 2315.791260
	Iteration 19Q: 3 clusters Score -250864.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -250872.593750 Penalty: 2315.791260
	Iteration 20F: 3 clusters Score -250872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -250881.906250 Penalty: 2315.791260
	Iteration 21Q: 3 clusters Score -250881.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -250894.390625 Penalty: 2315.791260
	Iteration 22Q: 3 clusters Score -250894.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -250902.000000 Penalty: 2315.791260
	Iteration 23Q: 3 clusters Score -250902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -250910.781250 Penalty: 2315.791260
	Iteration 24Q: 3 clusters Score -250910.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -250921.562500 Penalty: 2315.791260
	Iteration 25Q: 3 clusters Score -250921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -250929.578125 Penalty: 2315.791260
	Iteration 26Q: 3 clusters Score -250929.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -250939.046875 Penalty: 2315.791260
	Iteration 27Q: 3 clusters Score -250939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -250945.953125 Penalty: 2315.791260
	Iteration 28Q: 3 clusters Score -250946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -250951.359375 Penalty: 2315.791260
	Iteration 29Q: 3 clusters Score -250951.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -250958.156250 Penalty: 2315.791260
	Iteration 30Q: 3 clusters Score -250958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -250964.125000 Penalty: 2315.791260
	Iteration 31Q: 3 clusters Score -250964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -250968.359375 Penalty: 2315.791260
	Iteration 32Q: 3 clusters Score -250968.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -250973.734375 Penalty: 2315.791260
	Iteration 33Q: 3 clusters Score -250973.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -250975.171875 Penalty: 2315.791260
	Iteration 34Q: 3 clusters Score -250975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -250975.171875 Penalty: 2315.791260
	Iteration 35F: 3 clusters Score -250975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Entering Unmasked Estep 
Score: -1405021.250000 Penalty: 1410.621948
	Iteration 0F: 2 clusters Score -1405021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1396365.500000 Penalty: 2821.243896
	Iteration 0F: 3 clusters Score -1396366 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1399310.875000 Penalty: 2821.243896
	Iteration 1F: 3 clusters Score -1399311 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1399661.000000 Penalty: 2821.243896
	Iteration 2F: 3 clusters Score -1399661 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1399936.750000 Penalty: 2821.243896
	Iteration 3F: 3 clusters Score -1399937 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1400204.875000 Penalty: 2821.243896
	Iteration 4Q: 3 clusters Score -1400205 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1400450.250000 Penalty: 2821.243896
	Iteration 5Q: 3 clusters Score -1400450 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1400723.750000 Penalty: 2821.243896
	Iteration 6Q: 3 clusters Score -1400724 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1401017.250000 Penalty: 2821.243896
	Iteration 7Q: 3 clusters Score -1401017 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1401319.625000 Penalty: 2821.243896
	Iteration 8Q: 3 clusters Score -1401320 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1401621.750000 Penalty: 2821.243896
	Iteration 9Q: 3 clusters Score -1401622 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1401893.625000 Penalty: 2821.243896
	Iteration 10Q: 3 clusters Score -1401894 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1402094.375000 Penalty: 2821.243896
	Iteration 11Q: 3 clusters Score -1402094 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1402238.375000 Penalty: 2821.243896
	Iteration 12Q: 3 clusters Score -1402238 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1402355.125000 Penalty: 2821.243896
	Iteration 13Q: 3 clusters Score -1402355 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1402450.125000 Penalty: 2821.243896
	Iteration 14Q: 3 clusters Score -1402450 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1402511.750000 Penalty: 2821.243896
	Iteration 15Q: 3 clusters Score -1402512 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1402550.750000 Penalty: 2821.243896
	Iteration 16Q: 3 clusters Score -1402551 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1402585.375000 Penalty: 2821.243896
	Iteration 17Q: 3 clusters Score -1402585 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1402608.375000 Penalty: 2821.243896
	Iteration 18Q: 3 clusters Score -1402608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1402636.500000 Penalty: 2821.243896
	Iteration 19Q: 3 clusters Score -1402636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1402647.750000 Penalty: 2821.243896
	Iteration 20F: 3 clusters Score -1402648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1402661.875000 Penalty: 2821.243896
	Iteration 21Q: 3 clusters Score -1402662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1402673.125000 Penalty: 2821.243896
	Iteration 22Q: 3 clusters Score -1402673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1402682.000000 Penalty: 2821.243896
	Iteration 23Q: 3 clusters Score -1402682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1402683.375000 Penalty: 2821.243896
	Iteration 24Q: 3 clusters Score -1402683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1402694.750000 Penalty: 2821.243896
	Iteration 25Q: 3 clusters Score -1402695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1402697.750000 Penalty: 2821.243896
	Iteration 26Q: 3 clusters Score -1402698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1402702.500000 Penalty: 2821.243896
	Iteration 27Q: 3 clusters Score -1402702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1402704.875000 Penalty: 2821.243896
	Iteration 28Q: 3 clusters Score -1402705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1402712.625000 Penalty: 2821.243896
	Iteration 29Q: 3 clusters Score -1402713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1402714.500000 Penalty: 2821.243896
	Iteration 30Q: 3 clusters Score -1402714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1402716.750000 Penalty: 2821.243896
	Iteration 31Q: 3 clusters Score -1402717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1402727.750000 Penalty: 2821.243896
	Iteration 32Q: 3 clusters Score -1402728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1402728.500000 Penalty: 2821.243896
	Iteration 33Q: 3 clusters Score -1402728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1402732.625000 Penalty: 2821.243896
	Iteration 34Q: 3 clusters Score -1402733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1402738.625000 Penalty: 2821.243896
	Iteration 35Q: 3 clusters Score -1402739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1402745.125000 Penalty: 2821.243896
	Iteration 36Q: 3 clusters Score -1402745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1402757.125000 Penalty: 2821.243896
	Iteration 37Q: 3 clusters Score -1402757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1402760.875000 Penalty: 2821.243896
	Iteration 38Q: 3 clusters Score -1402761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1402768.000000 Penalty: 2821.243896
	Iteration 39Q: 3 clusters Score -1402768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1402773.250000 Penalty: 2821.243896
	Iteration 40F: 3 clusters Score -1402773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1402783.250000 Penalty: 2821.243896
	Iteration 41Q: 3 clusters Score -1402783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1402794.500000 Penalty: 2821.243896
	Iteration 42Q: 3 clusters Score -1402794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1402802.000000 Penalty: 2821.243896
	Iteration 43Q: 3 clusters Score -1402802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1402804.125000 Penalty: 2821.243896
	Iteration 44Q: 3 clusters Score -1402804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1402807.500000 Penalty: 2821.243896
	Iteration 45Q: 3 clusters Score -1402808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1402817.125000 Penalty: 2821.243896
	Iteration 46Q: 3 clusters Score -1402817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1402824.750000 Penalty: 2821.243896
	Iteration 47Q: 3 clusters Score -1402825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1402824.125000 Penalty: 2821.243896
	Iteration 48Q: 3 clusters Score -1402824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1402825.250000 Penalty: 2821.243896
	Iteration 49Q: 3 clusters Score -1402825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1402828.625000 Penalty: 2821.243896
	Iteration 50Q: 3 clusters Score -1402829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1402837.375000 Penalty: 2821.243896
	Iteration 51Q: 3 clusters Score -1402837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1402844.375000 Penalty: 2821.243896
	Iteration 52Q: 3 clusters Score -1402844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1402843.375000 Penalty: 2821.243896
	Iteration 53Q: 3 clusters Score -1402843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1402845.125000 Penalty: 2821.243896
	Iteration 54Q: 3 clusters Score -1402845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1402851.125000 Penalty: 2821.243896
	Iteration 55Q: 3 clusters Score -1402851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1402858.500000 Penalty: 2821.243896
	Iteration 56Q: 3 clusters Score -1402858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1402869.875000 Penalty: 2821.243896
	Iteration 57Q: 3 clusters Score -1402870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1402874.000000 Penalty: 2821.243896
	Iteration 58Q: 3 clusters Score -1402874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1402879.125000 Penalty: 2821.243896
	Iteration 59Q: 3 clusters Score -1402879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1402884.375000 Penalty: 2821.243896
	Iteration 60F: 3 clusters Score -1402884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1402882.000000 Penalty: 2821.243896
	Iteration 61Q: 3 clusters Score -1402882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1402888.000000 Penalty: 2821.243896
	Iteration 62Q: 3 clusters Score -1402888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1402892.125000 Penalty: 2821.243896
	Iteration 63Q: 3 clusters Score -1402892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1402894.875000 Penalty: 2821.243896
	Iteration 64Q: 3 clusters Score -1402895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1402898.250000 Penalty: 2821.243896
	Iteration 65Q: 3 clusters Score -1402898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1402907.875000 Penalty: 2821.243896
	Iteration 66Q: 3 clusters Score -1402908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1402915.625000 Penalty: 2821.243896
	Iteration 67Q: 3 clusters Score -1402916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1402920.375000 Penalty: 2821.243896
	Iteration 68Q: 3 clusters Score -1402920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1402926.125000 Penalty: 2821.243896
	Iteration 69Q: 3 clusters Score -1402926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1402920.500000 Penalty: 2821.243896
	Iteration 70Q: 3 clusters Score -1402920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1402927.500000 Penalty: 2821.243896
	Iteration 71Q: 3 clusters Score -1402928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1402932.500000 Penalty: 2821.243896
	Iteration 72Q: 3 clusters Score -1402932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1402940.875000 Penalty: 2821.243896
	Iteration 73Q: 3 clusters Score -1402941 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1402942.625000 Penalty: 2821.243896
	Iteration 74Q: 3 clusters Score -1402943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1402948.875000 Penalty: 2821.243896
	Iteration 75Q: 3 clusters Score -1402949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1402947.250000 Penalty: 2821.243896
	Iteration 76Q: 3 clusters Score -1402947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1402951.875000 Penalty: 2821.243896
	Iteration 77Q: 3 clusters Score -1402952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1402959.250000 Penalty: 2821.243896
	Iteration 78Q: 3 clusters Score -1402959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1402959.625000 Penalty: 2821.243896
	Iteration 79Q: 3 clusters Score -1402960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1402964.000000 Penalty: 2821.243896
	Iteration 80F: 3 clusters Score -1402964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1402969.250000 Penalty: 2821.243896
	Iteration 81Q: 3 clusters Score -1402969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1402963.875000 Penalty: 2821.243896
	Iteration 82Q: 3 clusters Score -1402964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1402969.375000 Penalty: 2821.243896
	Iteration 83Q: 3 clusters Score -1402969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1402973.000000 Penalty: 2821.243896
	Iteration 84Q: 3 clusters Score -1402973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1402978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1402985.000000 Penalty: 2821.243896
	Iteration 86Q: 3 clusters Score -1402985 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1402990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1402998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1403004.000000 Penalty: 2821.243896
	Iteration 89Q: 3 clusters Score -1403004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1403005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1403011.500000 Penalty: 2821.243896
	Iteration 91Q: 3 clusters Score -1403012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1403012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1403015.250000 Penalty: 2821.243896
	Iteration 93Q: 3 clusters Score -1403015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1403016.375000 Penalty: 2821.243896
	Iteration 94Q: 3 clusters Score -1403016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1403017.000000 Penalty: 2821.243896
	Iteration 95Q: 3 clusters Score -1403017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1403018.125000 Penalty: 2821.243896
	Iteration 96Q: 3 clusters Score -1403018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1403020.625000 Penalty: 2821.243896
	Iteration 97Q: 3 clusters Score -1403021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1403022.000000 Penalty: 2821.243896
	Iteration 98Q: 3 clusters Score -1403022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1403021.000000 Penalty: 2821.243896
	Iteration 99Q: 3 clusters Score -1403021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1403021.500000 Penalty: 2821.243896
	Iteration 100F: 3 clusters Score -1403022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1403021.875000 Penalty: 2821.243896
	Iteration 101Q: 3 clusters Score -1403022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1403024.625000 Penalty: 2821.243896
	Iteration 102Q: 3 clusters Score -1403025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1403026.875000 Penalty: 2821.243896
	Iteration 103Q: 3 clusters Score -1403027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1403026.375000 Penalty: 2821.243896
	Iteration 104Q: 3 clusters Score -1403026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1403029.125000 Penalty: 2821.243896
	Iteration 105Q: 3 clusters Score -1403029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1403029.250000 Penalty: 2821.243896
	Iteration 106Q: 3 clusters Score -1403029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1403035.375000 Penalty: 2821.243896
	Iteration 107Q: 3 clusters Score -1403035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1403037.125000 Penalty: 2821.243896
	Iteration 108Q: 3 clusters Score -1403037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1403036.875000 Penalty: 2821.243896
	Iteration 109Q: 3 clusters Score -1403037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1403039.375000 Penalty: 2821.243896
	Iteration 110Q: 3 clusters Score -1403039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1403041.125000 Penalty: 2821.243896
	Iteration 111Q: 3 clusters Score -1403041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1403044.250000 Penalty: 2821.243896
	Iteration 112Q: 3 clusters Score -1403044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1403045.875000 Penalty: 2821.243896
	Iteration 113Q: 3 clusters Score -1403046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1403047.625000 Penalty: 2821.243896
	Iteration 114Q: 3 clusters Score -1403048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1403050.250000 Penalty: 2821.243896
	Iteration 115Q: 3 clusters Score -1403050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1403050.500000 Penalty: 2821.243896
	Iteration 116Q: 3 clusters Score -1403050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1403052.750000 Penalty: 2821.243896
	Iteration 117Q: 3 clusters Score -1403053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1403055.000000 Penalty: 2821.243896
	Iteration 118Q: 3 clusters Score -1403055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1403056.750000 Penalty: 2821.243896
	Iteration 119Q: 3 clusters Score -1403057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1403063.875000 Penalty: 2821.243896
	Iteration 120F: 3 clusters Score -1403064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1403064.375000 Penalty: 2821.243896
	Iteration 121Q: 3 clusters Score -1403064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1403066.375000 Penalty: 2821.243896
	Iteration 122Q: 3 clusters Score -1403066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1403068.375000 Penalty: 2821.243896
	Iteration 123Q: 3 clusters Score -1403068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1403068.625000 Penalty: 2821.243896
	Iteration 124Q: 3 clusters Score -1403069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1403069.625000 Penalty: 2821.243896
	Iteration 125Q: 3 clusters Score -1403070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1403072.500000 Penalty: 2821.243896
	Iteration 126Q: 3 clusters Score -1403072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1403077.375000 Penalty: 2821.243896
	Iteration 127Q: 3 clusters Score -1403077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1403084.375000 Penalty: 2821.243896
	Iteration 128Q: 3 clusters Score -1403084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1403089.125000 Penalty: 2821.243896
	Iteration 129Q: 3 clusters Score -1403089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1403097.625000 Penalty: 2821.243896
	Iteration 130Q: 3 clusters Score -1403098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1403105.750000 Penalty: 2821.243896
	Iteration 131Q: 3 clusters Score -1403106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1403110.375000 Penalty: 2821.243896
	Iteration 132Q: 3 clusters Score -1403110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1403118.750000 Penalty: 2821.243896
	Iteration 133Q: 3 clusters Score -1403119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1403128.500000 Penalty: 2821.243896
	Iteration 134Q: 3 clusters Score -1403128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1403133.625000 Penalty: 2821.243896
	Iteration 135Q: 3 clusters Score -1403134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1403144.500000 Penalty: 2821.243896
	Iteration 136Q: 3 clusters Score -1403144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1403153.125000 Penalty: 2821.243896
	Iteration 137Q: 3 clusters Score -1403153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1403151.250000 Penalty: 2821.243896
	Iteration 138Q: 3 clusters Score -1403151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1403158.750000 Penalty: 2821.243896
	Iteration 139Q: 3 clusters Score -1403159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1403161.125000 Penalty: 2821.243896
	Iteration 140F: 3 clusters Score -1403161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1403165.625000 Penalty: 2821.243896
	Iteration 141Q: 3 clusters Score -1403166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1403173.250000 Penalty: 2821.243896
	Iteration 142Q: 3 clusters Score -1403173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1403178.625000 Penalty: 2821.243896
	Iteration 143Q: 3 clusters Score -1403179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1403189.750000 Penalty: 2821.243896
	Iteration 144Q: 3 clusters Score -1403190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1403195.750000 Penalty: 2821.243896
	Iteration 145Q: 3 clusters Score -1403196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1403205.125000 Penalty: 2821.243896
	Iteration 146Q: 3 clusters Score -1403205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1403212.875000 Penalty: 2821.243896
	Iteration 147Q: 3 clusters Score -1403213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1403214.625000 Penalty: 2821.243896
	Iteration 148Q: 3 clusters Score -1403215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1403220.750000 Penalty: 2821.243896
	Iteration 149Q: 3 clusters Score -1403221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1403221.875000 Penalty: 2821.243896
	Iteration 150Q: 3 clusters Score -1403222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1403226.250000 Penalty: 2821.243896
	Iteration 151Q: 3 clusters Score -1403226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1403224.500000 Penalty: 2821.243896
	Iteration 152Q: 3 clusters Score -1403224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1403232.625000 Penalty: 2821.243896
	Iteration 153Q: 3 clusters Score -1403233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1403234.000000 Penalty: 2821.243896
	Iteration 154Q: 3 clusters Score -1403234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1403241.625000 Penalty: 2821.243896
	Iteration 155Q: 3 clusters Score -1403242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1403242.500000 Penalty: 2821.243896
	Iteration 156Q: 3 clusters Score -1403242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1403246.875000 Penalty: 2821.243896
	Iteration 157Q: 3 clusters Score -1403247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1403248.625000 Penalty: 2821.243896
	Iteration 158Q: 3 clusters Score -1403249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1403250.375000 Penalty: 2821.243896
	Iteration 159Q: 3 clusters Score -1403250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1403257.875000 Penalty: 2821.243896
	Iteration 160F: 3 clusters Score -1403258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1403265.000000 Penalty: 2821.243896
	Iteration 161Q: 3 clusters Score -1403265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1403268.000000 Penalty: 2821.243896
	Iteration 162Q: 3 clusters Score -1403268 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1403269.625000 Penalty: 2821.243896
	Iteration 163Q: 3 clusters Score -1403270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1403274.125000 Penalty: 2821.243896
	Iteration 164Q: 3 clusters Score -1403274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1403277.125000 Penalty: 2821.243896
	Iteration 165Q: 3 clusters Score -1403277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1403281.000000 Penalty: 2821.243896
	Iteration 166Q: 3 clusters Score -1403281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1403283.375000 Penalty: 2821.243896
	Iteration 167Q: 3 clusters Score -1403283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1403293.125000 Penalty: 2821.243896
	Iteration 168Q: 3 clusters Score -1403293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1403297.625000 Penalty: 2821.243896
	Iteration 169Q: 3 clusters Score -1403298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1403301.875000 Penalty: 2821.243896
	Iteration 170Q: 3 clusters Score -1403302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1403307.250000 Penalty: 2821.243896
	Iteration 171Q: 3 clusters Score -1403307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1403312.000000 Penalty: 2821.243896
	Iteration 172Q: 3 clusters Score -1403312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1403321.000000 Penalty: 2821.243896
	Iteration 173Q: 3 clusters Score -1403321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1403324.250000 Penalty: 2821.243896
	Iteration 174Q: 3 clusters Score -1403324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1403332.250000 Penalty: 2821.243896
	Iteration 175Q: 3 clusters Score -1403332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1403346.375000 Penalty: 2821.243896
	Iteration 176Q: 3 clusters Score -1403346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1403350.500000 Penalty: 2821.243896
	Iteration 177Q: 3 clusters Score -1403350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1403362.250000 Penalty: 2821.243896
	Iteration 178Q: 3 clusters Score -1403362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1403371.125000 Penalty: 2821.243896
	Iteration 179Q: 3 clusters Score -1403371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1403386.500000 Penalty: 2821.243896
	Iteration 180F: 3 clusters Score -1403386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1403403.750000 Penalty: 2821.243896
	Iteration 181Q: 3 clusters Score -1403404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1403415.250000 Penalty: 2821.243896
	Iteration 182Q: 3 clusters Score -1403415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1403426.375000 Penalty: 2821.243896
	Iteration 183Q: 3 clusters Score -1403426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1403439.375000 Penalty: 2821.243896
	Iteration 184Q: 3 clusters Score -1403439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1403454.250000 Penalty: 2821.243896
	Iteration 185Q: 3 clusters Score -1403454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1403472.625000 Penalty: 2821.243896
	Iteration 186Q: 3 clusters Score -1403473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1403495.750000 Penalty: 2821.243896
	Iteration 187Q: 3 clusters Score -1403496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1403513.750000 Penalty: 2821.243896
	Iteration 188Q: 3 clusters Score -1403514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1403535.125000 Penalty: 2821.243896
	Iteration 189Q: 3 clusters Score -1403535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1403556.500000 Penalty: 2821.243896
	Iteration 190Q: 3 clusters Score -1403556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1403579.000000 Penalty: 2821.243896
	Iteration 191Q: 3 clusters Score -1403579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1403593.500000 Penalty: 2821.243896
	Iteration 192Q: 3 clusters Score -1403594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1403604.375000 Penalty: 2821.243896
	Iteration 193Q: 3 clusters Score -1403604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1403621.125000 Penalty: 2821.243896
	Iteration 194Q: 3 clusters Score -1403621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1403641.500000 Penalty: 2821.243896
	Iteration 195Q: 3 clusters Score -1403642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1403655.875000 Penalty: 2821.243896
	Iteration 196Q: 3 clusters Score -1403656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1403670.125000 Penalty: 2821.243896
	Iteration 197Q: 3 clusters Score -1403670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1403676.500000 Penalty: 2821.243896
	Iteration 198Q: 3 clusters Score -1403676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1403687.750000 Penalty: 2821.243896
	Iteration 199Q: 3 clusters Score -1403688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1403697.250000 Penalty: 2821.243896
	Iteration 200F: 3 clusters Score -1403697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1403698.500000 Penalty: 2821.243896
	Iteration 201Q: 3 clusters Score -1403698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1403710.250000 Penalty: 2821.243896
	Iteration 202Q: 3 clusters Score -1403710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1403721.375000 Penalty: 2821.243896
	Iteration 203Q: 3 clusters Score -1403721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1403729.500000 Penalty: 2821.243896
	Iteration 204Q: 3 clusters Score -1403730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1403742.500000 Penalty: 2821.243896
	Iteration 205Q: 3 clusters Score -1403742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1403754.125000 Penalty: 2821.243896
	Iteration 206Q: 3 clusters Score -1403754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1403771.625000 Penalty: 2821.243896
	Iteration 207Q: 3 clusters Score -1403772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1403785.000000 Penalty: 2821.243896
	Iteration 208Q: 3 clusters Score -1403785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1403801.500000 Penalty: 2821.243896
	Iteration 209Q: 3 clusters Score -1403802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1403808.000000 Penalty: 2821.243896
	Iteration 210Q: 3 clusters Score -1403808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1403821.750000 Penalty: 2821.243896
	Iteration 211Q: 3 clusters Score -1403822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1403829.750000 Penalty: 2821.243896
	Iteration 212Q: 3 clusters Score -1403830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1403838.500000 Penalty: 2821.243896
	Iteration 213Q: 3 clusters Score -1403838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1403850.000000 Penalty: 2821.243896
	Iteration 214Q: 3 clusters Score -1403850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1403859.750000 Penalty: 2821.243896
	Iteration 215Q: 3 clusters Score -1403860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1403867.500000 Penalty: 2821.243896
	Iteration 216Q: 3 clusters Score -1403868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1403875.750000 Penalty: 2821.243896
	Iteration 217Q: 3 clusters Score -1403876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1403881.375000 Penalty: 2821.243896
	Iteration 218Q: 3 clusters Score -1403881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1403885.375000 Penalty: 2821.243896
	Iteration 219Q: 3 clusters Score -1403885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1403892.000000 Penalty: 2821.243896
	Iteration 220F: 3 clusters Score -1403892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1403897.125000 Penalty: 2821.243896
	Iteration 221Q: 3 clusters Score -1403897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1403894.875000 Penalty: 2821.243896
	Iteration 222Q: 3 clusters Score -1403895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1403900.625000 Penalty: 2821.243896
	Iteration 223Q: 3 clusters Score -1403901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1403903.500000 Penalty: 2821.243896
	Iteration 224Q: 3 clusters Score -1403904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1403908.500000 Penalty: 2821.243896
	Iteration 225Q: 3 clusters Score -1403908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1403914.000000 Penalty: 2821.243896
	Iteration 226Q: 3 clusters Score -1403914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1403919.000000 Penalty: 2821.243896
	Iteration 227Q: 3 clusters Score -1403919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1403927.250000 Penalty: 2821.243896
	Iteration 228Q: 3 clusters Score -1403927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1403927.125000 Penalty: 2821.243896
	Iteration 229Q: 3 clusters Score -1403927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1403929.875000 Penalty: 2821.243896
	Iteration 230Q: 3 clusters Score -1403930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1403930.875000 Penalty: 2821.243896
	Iteration 231Q: 3 clusters Score -1403931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1403934.500000 Penalty: 2821.243896
	Iteration 232Q: 3 clusters Score -1403934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1403936.250000 Penalty: 2821.243896
	Iteration 233Q: 3 clusters Score -1403936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1403936.750000 Penalty: 2821.243896
	Iteration 234Q: 3 clusters Score -1403937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1403942.125000 Penalty: 2821.243896
	Iteration 235Q: 3 clusters Score -1403942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1403943.500000 Penalty: 2821.243896
	Iteration 236Q: 3 clusters Score -1403944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1403943.000000 Penalty: 2821.243896
	Iteration 237Q: 3 clusters Score -1403943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1403944.875000 Penalty: 2821.243896
	Iteration 238Q: 3 clusters Score -1403945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1403944.875000 Penalty: 2821.243896
	Iteration 239F: 3 clusters Score -1403945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (49662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Entering Unmasked Estep 
Score: -5574976.500000 Penalty: 1608.973633
	Iteration 0F: 2 clusters Score -5574976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -5542452.500000 Penalty: 3217.947266
	Iteration 0F: 3 clusters Score -5542452 nChanged 23040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -5555928.000000 Penalty: 3217.947266
	Iteration 1F: 3 clusters Score -5555928 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -5557313.000000 Penalty: 3217.947266
	Iteration 2F: 3 clusters Score -5557313 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -5559191.000000 Penalty: 3217.947266
	Iteration 3F: 3 clusters Score -5559191 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -5561557.500000 Penalty: 3217.947266
	Iteration 4F: 3 clusters Score -5561558 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -5564115.000000 Penalty: 3217.947266
	Iteration 5F: 3 clusters Score -5564115 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -5566453.500000 Penalty: 3217.947266
	Iteration 6F: 3 clusters Score -5566454 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -5568353.500000 Penalty: 3217.947266
	Iteration 7F: 3 clusters Score -5568354 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -5569868.500000 Penalty: 3217.947266
	Iteration 8Q: 3 clusters Score -5569868 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -5571022.000000 Penalty: 3217.947266
	Iteration 9Q: 3 clusters Score -5571022 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -5571969.500000 Penalty: 3217.947266
	Iteration 10Q: 3 clusters Score -5571970 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -5572622.000000 Penalty: 3217.947266
	Iteration 11Q: 3 clusters Score -5572622 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -5573074.000000 Penalty: 3217.947266
	Iteration 12Q: 3 clusters Score -5573074 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -5573309.000000 Penalty: 3217.947266
	Iteration 13Q: 3 clusters Score -5573309 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -5573471.500000 Penalty: 3217.947266
	Iteration 14Q: 3 clusters Score -5573472 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -5573600.000000 Penalty: 3217.947266
	Iteration 15Q: 3 clusters Score -5573600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -5573691.000000 Penalty: 3217.947266
	Iteration 16Q: 3 clusters Score -5573691 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -5573738.000000 Penalty: 3217.947266
	Iteration 17Q: 3 clusters Score -5573738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -5573763.500000 Penalty: 3217.947266
	Iteration 18Q: 3 clusters Score -5573764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -5573783.500000 Penalty: 3217.947266
	Iteration 19Q: 3 clusters Score -5573784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -5573807.000000 Penalty: 3217.947266
	Iteration 20F: 3 clusters Score -5573807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -5573838.500000 Penalty: 3217.947266
	Iteration 21Q: 3 clusters Score -5573838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -5573861.000000 Penalty: 3217.947266
	Iteration 22Q: 3 clusters Score -5573861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -5573880.500000 Penalty: 3217.947266
	Iteration 23Q: 3 clusters Score -5573880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -5573898.500000 Penalty: 3217.947266
	Iteration 24Q: 3 clusters Score -5573898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -5573908.000000 Penalty: 3217.947266
	Iteration 25Q: 3 clusters Score -5573908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -5573910.000000 Penalty: 3217.947266
	Iteration 26Q: 3 clusters Score -5573910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -5573913.000000 Penalty: 3217.947266
	Iteration 27Q: 3 clusters Score -5573913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -5573923.000000 Penalty: 3217.947266
	Iteration 28Q: 3 clusters Score -5573923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -5573919.500000 Penalty: 3217.947266
	Iteration 29Q: 3 clusters Score -5573920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -5573926.000000 Penalty: 3217.947266
	Iteration 30Q: 3 clusters Score -5573926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -5573939.500000 Penalty: 3217.947266
	Iteration 31Q: 3 clusters Score -5573940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -5573947.000000 Penalty: 3217.947266
	Iteration 32Q: 3 clusters Score -5573947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -5573957.000000 Penalty: 3217.947266
	Iteration 33Q: 3 clusters Score -5573957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -5573952.000000 Penalty: 3217.947266
	Iteration 34Q: 3 clusters Score -5573952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -5573959.000000 Penalty: 3217.947266
	Iteration 35Q: 3 clusters Score -5573959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -5573955.000000 Penalty: 3217.947266
	Iteration 36Q: 3 clusters Score -5573955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -5573956.500000 Penalty: 3217.947266
	Iteration 37Q: 3 clusters Score -5573956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -5573957.500000 Penalty: 3217.947266
	Iteration 38Q: 3 clusters Score -5573958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -5573961.500000 Penalty: 3217.947266
	Iteration 39Q: 3 clusters Score -5573962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -5573957.000000 Penalty: 3217.947266
	Iteration 40F: 3 clusters Score -5573957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -5573962.000000 Penalty: 3217.947266
	Iteration 41Q: 3 clusters Score -5573962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -5573964.500000 Penalty: 3217.947266
	Iteration 42Q: 3 clusters Score -5573964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -5573965.500000 Penalty: 3217.947266
	Iteration 43Q: 3 clusters Score -5573966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -5573965.500000 Penalty: 3217.947266
	Iteration 44Q: 3 clusters Score -5573966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -5573968.500000 Penalty: 3217.947266
	Iteration 45Q: 3 clusters Score -5573968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -5573967.000000 Penalty: 3217.947266
	Iteration 46Q: 3 clusters Score -5573967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -5573967.000000 Penalty: 3217.947266
	Iteration 47F: 3 clusters Score -5573967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -205855.546875 Penalty: 1124.552002
	Iteration 0F: 2 clusters Score -205855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -204049.453125 Penalty: 2249.104004
	Iteration 0F: 3 clusters Score -204049.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -204557.859375 Penalty: 2249.104004
	Iteration 1F: 3 clusters Score -204557.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -204679.796875 Penalty: 2249.104004
	Iteration 2F: 3 clusters Score -204679.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -204754.359375 Penalty: 2249.104004
	Iteration 3Q: 3 clusters Score -204754.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -204811.031250 Penalty: 2249.104004
	Iteration 4Q: 3 clusters Score -204811 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -204851.906250 Penalty: 2249.104004
	Iteration 5Q: 3 clusters Score -204851.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -204870.812500 Penalty: 2249.104004
	Iteration 6Q: 3 clusters Score -204870.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -204887.140625 Penalty: 2249.104004
	Iteration 7Q: 3 clusters Score -204887.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -204900.812500 Penalty: 2249.104004
	Iteration 8Q: 3 clusters Score -204900.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -204911.359375 Penalty: 2249.104004
	Iteration 9Q: 3 clusters Score -204911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -204920.593750 Penalty: 2249.104004
	Iteration 10Q: 3 clusters Score -204920.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -204927.265625 Penalty: 2249.104004
	Iteration 11Q: 3 clusters Score -204927.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -204935.656250 Penalty: 2249.104004
	Iteration 12Q: 3 clusters Score -204935.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -204938.359375 Penalty: 2249.104004
	Iteration 13Q: 3 clusters Score -204938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -204939.593750 Penalty: 2249.104004
	Iteration 14Q: 3 clusters Score -204939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -204940.921875 Penalty: 2249.104004
	Iteration 15Q: 3 clusters Score -204940.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -204945.781250 Penalty: 2249.104004
	Iteration 16Q: 3 clusters Score -204945.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -204947.687500 Penalty: 2249.104004
	Iteration 17Q: 3 clusters Score -204947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -204948.859375 Penalty: 2249.104004
	Iteration 18Q: 3 clusters Score -204948.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -204954.578125 Penalty: 2249.104004
	Iteration 19Q: 3 clusters Score -204954.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -204965.531250 Penalty: 2249.104004
	Iteration 20F: 3 clusters Score -204965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204972.625000 Penalty: 2249.104004
	Iteration 21Q: 3 clusters Score -204972.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204979.156250 Penalty: 2249.104004
	Iteration 22Q: 3 clusters Score -204979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -204983.406250 Penalty: 2249.104004
	Iteration 23Q: 3 clusters Score -204983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -204984.859375 Penalty: 2249.104004
	Iteration 24Q: 3 clusters Score -204984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -204985.593750 Penalty: 2249.104004
	Iteration 25Q: 3 clusters Score -204985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -204986.906250 Penalty: 2249.104004
	Iteration 26Q: 3 clusters Score -204986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -204986.906250 Penalty: 2249.104004
	Iteration 27F: 3 clusters Score -204986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 94087 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39495 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 18733 members 
Mstep: Class 7 contains 24724 members 
Mstep: Class 8 contains 48855 members 
Mstep: Class 9 contains 1441 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 45641 members 
Mstep: Class 13 contains 3103 members 
Mstep: Class 14 contains 39326 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40503 members 
Mstep: Class 18 contains 106910 members 
Mstep: Class 19 contains 40081 members 
Mstep: Class 20 contains 30069 members 
Mstep: Class 21 contains 21817 members 
Mstep: Class 22 contains 17874 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 13095 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78860008.000000 Penalty: 54267.949219
Iteration 159Q: 28 clusters Score -7.886001e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 94352 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39495 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 18882 members 
Mstep: Class 7 contains 24724 members 
Mstep: Class 8 contains 48539 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12994 members 
Mstep: Class 12 contains 45648 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40503 members 
Mstep: Class 18 contains 106907 members 
Mstep: Class 19 contains 40084 members 
Mstep: Class 20 contains 30070 members 
Mstep: Class 21 contains 21798 members 
Mstep: Class 22 contains 17874 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 13037 members 
Mstep: Class 25 contains 49663 members 
Mstep: Class 26 contains 1915 members 
Mstep: Class 27 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78860864.000000 Penalty: 54267.949219
Iteration 160F: 28 clusters Score -7.886086e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 94120 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39490 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 18823 members 
Mstep: Class 7 contains 24724 members 
Mstep: Class 8 contains 48326 members 
Mstep: Class 9 contains 1403 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12994 members 
Mstep: Class 12 contains 45651 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 39320 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40502 members 
Mstep: Class 18 contains 106906 members 
Mstep: Class 19 contains 40093 members 
Mstep: Class 20 contains 30068 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 17874 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 12990 members 
Mstep: Class 25 contains 49661 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78861408.000000 Penalty: 54267.949219
Iteration 161Q: 28 clusters Score -7.886141e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 93909 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39486 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 18784 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 48267 members 
Mstep: Class 9 contains 1385 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12994 members 
Mstep: Class 12 contains 45665 members 
Mstep: Class 13 contains 3086 members 
Mstep: Class 14 contains 39310 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 27954 members 
Mstep: Class 17 contains 40502 members 
Mstep: Class 18 contains 106907 members 
Mstep: Class 19 contains 40099 members 
Mstep: Class 20 contains 30062 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 17874 members 
Mstep: Class 23 contains 2394 members 
Mstep: Class 24 contains 12947 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78861720.000000 Penalty: 54267.949219
Iteration 162Q: 28 clusters Score -7.886172e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 93709 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39483 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 18759 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48262 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 12997 members 
Mstep: Class 12 contains 45684 members 
Mstep: Class 13 contains 3086 members 
Mstep: Class 14 contains 39303 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 40502 members 
Mstep: Class 18 contains 106904 members 
Mstep: Class 19 contains 40100 members 
Mstep: Class 20 contains 30051 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 17875 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12906 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78861768.000000 Penalty: 54267.949219
Iteration 163Q: 28 clusters Score -7.886177e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 93542 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39483 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 18750 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48296 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 13002 members 
Mstep: Class 12 contains 45694 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 39301 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 40504 members 
Mstep: Class 18 contains 106901 members 
Mstep: Class 19 contains 40100 members 
Mstep: Class 20 contains 30044 members 
Mstep: Class 21 contains 21806 members 
Mstep: Class 22 contains 17878 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12852 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 4218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78861952.000000 Penalty: 54267.949219
Iteration 164Q: 28 clusters Score -7.886195e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 93416 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39484 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 18758 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48338 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 45708 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 39295 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 40502 members 
Mstep: Class 18 contains 106901 members 
Mstep: Class 19 contains 40101 members 
Mstep: Class 20 contains 30033 members 
Mstep: Class 21 contains 21805 members 
Mstep: Class 22 contains 17878 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 12808 members 
Mstep: Class 25 contains 49661 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 4358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78862040.000000 Penalty: 54267.949219
Iteration 165Q: 28 clusters Score -7.886204e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 93336 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39485 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 18754 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48368 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 13009 members 
Mstep: Class 12 contains 45720 members 
Mstep: Class 13 contains 3091 members 
Mstep: Class 14 contains 39286 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 40500 members 
Mstep: Class 18 contains 106903 members 
Mstep: Class 19 contains 40101 members 
Mstep: Class 20 contains 30023 members 
Mstep: Class 21 contains 21805 members 
Mstep: Class 22 contains 17878 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 12762 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78862072.000000 Penalty: 54267.949219
Iteration 166Q: 28 clusters Score -7.886207e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 93283 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 39483 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 18759 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48398 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 13013 members 
Mstep: Class 12 contains 45732 members 
Mstep: Class 13 contains 3094 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 40498 members 
Mstep: Class 18 contains 106906 members 
Mstep: Class 19 contains 40102 members 
Mstep: Class 20 contains 30010 members 
Mstep: Class 21 contains 21807 members 
Mstep: Class 22 contains 17878 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 12728 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 4550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78862040.000000 Penalty: 54267.949219
Iteration 167Q: 28 clusters Score -7.886204e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 93262 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 39479 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 18768 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48416 members 
Mstep: Class 9 contains 1286 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 13014 members 
Mstep: Class 12 contains 45733 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 39267 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 40497 members 
Mstep: Class 18 contains 106905 members 
Mstep: Class 19 contains 40104 members 
Mstep: Class 20 contains 30005 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 17880 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12686 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 4604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2009.471802 but Gain 2009.917969
Score: -78861816.000000 Penalty: 52258.027344
Iteration 168Q: 27 clusters Score -7.886182e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93240 members 
Mstep: Class 3 contains 18167 members 
Mstep: Class 4 contains 39481 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 18780 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48442 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 13018 members 
Mstep: Class 12 contains 46997 members 
Mstep: Class 13 contains 3101 members 
Mstep: Class 14 contains 39261 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 40502 members 
Mstep: Class 18 contains 106914 members 
Mstep: Class 19 contains 40105 members 
Mstep: Class 20 contains 29997 members 
Mstep: Class 21 contains 21814 members 
Mstep: Class 22 contains 17880 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12649 members 
Mstep: Class 25 contains 49660 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 4637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863312.000000 Penalty: 52258.027344
Iteration 169Q: 27 clusters Score -7.886331e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93221 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 39483 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18783 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 48473 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 13025 members 
Mstep: Class 12 contains 46873 members 
Mstep: Class 13 contains 3105 members 
Mstep: Class 14 contains 39256 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 27957 members 
Mstep: Class 17 contains 40490 members 
Mstep: Class 18 contains 106907 members 
Mstep: Class 19 contains 40109 members 
Mstep: Class 20 contains 29996 members 
Mstep: Class 21 contains 21931 members 
Mstep: Class 22 contains 17881 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 49663 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863392.000000 Penalty: 52258.027344
Iteration 170Q: 27 clusters Score -7.886339e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 93204 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39482 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18787 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 48502 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 13026 members 
Mstep: Class 12 contains 46808 members 
Mstep: Class 13 contains 3108 members 
Mstep: Class 14 contains 39247 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 40487 members 
Mstep: Class 18 contains 106901 members 
Mstep: Class 19 contains 40110 members 
Mstep: Class 20 contains 29994 members 
Mstep: Class 21 contains 21999 members 
Mstep: Class 22 contains 17882 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 49660 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863464.000000 Penalty: 52258.027344
Iteration 171Q: 27 clusters Score -7.886346e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 93195 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39481 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18794 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 48529 members 
Mstep: Class 10 contains 15240 members 
Mstep: Class 11 contains 13030 members 
Mstep: Class 12 contains 46771 members 
Mstep: Class 13 contains 3110 members 
Mstep: Class 14 contains 39240 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 27957 members 
Mstep: Class 17 contains 40486 members 
Mstep: Class 18 contains 106897 members 
Mstep: Class 19 contains 40109 members 
Mstep: Class 20 contains 29987 members 
Mstep: Class 21 contains 22039 members 
Mstep: Class 22 contains 17883 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12563 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863472.000000 Penalty: 52258.027344
Iteration 172Q: 27 clusters Score -7.886347e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 93179 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39484 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18800 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 48544 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 13034 members 
Mstep: Class 12 contains 46750 members 
Mstep: Class 13 contains 3117 members 
Mstep: Class 14 contains 39235 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 27958 members 
Mstep: Class 17 contains 40485 members 
Mstep: Class 18 contains 106895 members 
Mstep: Class 19 contains 40110 members 
Mstep: Class 20 contains 29981 members 
Mstep: Class 21 contains 22069 members 
Mstep: Class 22 contains 17883 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12535 members 
Mstep: Class 25 contains 49661 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863384.000000 Penalty: 52258.027344
Iteration 173Q: 27 clusters Score -7.886338e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93170 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39482 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18811 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 48555 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 13038 members 
Mstep: Class 12 contains 46734 members 
Mstep: Class 13 contains 3128 members 
Mstep: Class 14 contains 39230 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 27958 members 
Mstep: Class 17 contains 40483 members 
Mstep: Class 18 contains 106898 members 
Mstep: Class 19 contains 40110 members 
Mstep: Class 20 contains 29974 members 
Mstep: Class 21 contains 22087 members 
Mstep: Class 22 contains 17882 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12508 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863376.000000 Penalty: 52258.027344
Iteration 174Q: 27 clusters Score -7.886338e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93164 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39482 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 18815 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 48566 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 13042 members 
Mstep: Class 12 contains 46725 members 
Mstep: Class 13 contains 3130 members 
Mstep: Class 14 contains 39223 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 27958 members 
Mstep: Class 17 contains 40480 members 
Mstep: Class 18 contains 106894 members 
Mstep: Class 19 contains 40110 members 
Mstep: Class 20 contains 29971 members 
Mstep: Class 21 contains 22107 members 
Mstep: Class 22 contains 17881 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12484 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863424.000000 Penalty: 52258.027344
Iteration 175Q: 27 clusters Score -7.886342e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93159 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39485 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 18820 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48583 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 13044 members 
Mstep: Class 12 contains 46718 members 
Mstep: Class 13 contains 3133 members 
Mstep: Class 14 contains 39218 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 27958 members 
Mstep: Class 17 contains 40479 members 
Mstep: Class 18 contains 106891 members 
Mstep: Class 19 contains 40111 members 
Mstep: Class 20 contains 29970 members 
Mstep: Class 21 contains 22122 members 
Mstep: Class 22 contains 17881 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12455 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863416.000000 Penalty: 52258.027344
Iteration 176Q: 27 clusters Score -7.886342e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93154 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39485 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 18825 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48607 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 13046 members 
Mstep: Class 12 contains 46711 members 
Mstep: Class 13 contains 3137 members 
Mstep: Class 14 contains 39212 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27959 members 
Mstep: Class 17 contains 40478 members 
Mstep: Class 18 contains 106891 members 
Mstep: Class 19 contains 40111 members 
Mstep: Class 20 contains 29971 members 
Mstep: Class 21 contains 22138 members 
Mstep: Class 22 contains 17883 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863376.000000 Penalty: 52258.027344
Iteration 177Q: 27 clusters Score -7.886338e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93144 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39487 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 18826 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48628 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 13053 members 
Mstep: Class 12 contains 46706 members 
Mstep: Class 13 contains 3141 members 
Mstep: Class 14 contains 39207 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27958 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106890 members 
Mstep: Class 19 contains 40111 members 
Mstep: Class 20 contains 29969 members 
Mstep: Class 21 contains 22153 members 
Mstep: Class 22 contains 17882 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12373 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863384.000000 Penalty: 52258.027344
Iteration 178Q: 27 clusters Score -7.886338e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93139 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39487 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 18832 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48641 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 13057 members 
Mstep: Class 12 contains 46700 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 39202 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27958 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106886 members 
Mstep: Class 19 contains 40111 members 
Mstep: Class 20 contains 29969 members 
Mstep: Class 21 contains 22166 members 
Mstep: Class 22 contains 17882 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12342 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863384.000000 Penalty: 52258.027344
Iteration 179Q: 27 clusters Score -7.886338e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93133 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39484 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 18837 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48652 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 13062 members 
Mstep: Class 12 contains 46694 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 39196 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27957 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106885 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29966 members 
Mstep: Class 21 contains 22173 members 
Mstep: Class 22 contains 17883 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12323 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863384.000000 Penalty: 52258.027344
Iteration 180F: 27 clusters Score -7.886338e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93119 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39477 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 18832 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48677 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 13066 members 
Mstep: Class 12 contains 46687 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 39192 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 40478 members 
Mstep: Class 18 contains 106884 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29967 members 
Mstep: Class 21 contains 22176 members 
Mstep: Class 22 contains 17883 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12295 members 
Mstep: Class 25 contains 49663 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 4819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863440.000000 Penalty: 52258.027344
Iteration 181Q: 27 clusters Score -7.886344e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93098 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39471 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 7 contains 24721 members 
Mstep: Class 8 contains 48697 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 13073 members 
Mstep: Class 12 contains 46684 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 39190 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106883 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29962 members 
Mstep: Class 21 contains 22184 members 
Mstep: Class 22 contains 17883 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12270 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863448.000000 Penalty: 52258.027344
Iteration 182Q: 27 clusters Score -7.886345e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93075 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39468 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48720 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 13075 members 
Mstep: Class 12 contains 46682 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 39190 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106882 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29956 members 
Mstep: Class 21 contains 22189 members 
Mstep: Class 22 contains 17885 members 
Mstep: Class 23 contains 2394 members 
Mstep: Class 24 contains 12243 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863488.000000 Penalty: 52258.027344
Iteration 183Q: 27 clusters Score -7.886349e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93067 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39465 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18831 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48742 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 13079 members 
Mstep: Class 12 contains 46679 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 39187 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106881 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29955 members 
Mstep: Class 21 contains 22195 members 
Mstep: Class 22 contains 17885 members 
Mstep: Class 23 contains 2394 members 
Mstep: Class 24 contains 12222 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863496.000000 Penalty: 52258.027344
Iteration 184Q: 27 clusters Score -7.88635e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93062 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39459 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48757 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 13086 members 
Mstep: Class 12 contains 46677 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 39185 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106882 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29952 members 
Mstep: Class 21 contains 22197 members 
Mstep: Class 22 contains 17885 members 
Mstep: Class 23 contains 2394 members 
Mstep: Class 24 contains 12200 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863440.000000 Penalty: 52258.027344
Iteration 185Q: 27 clusters Score -7.886344e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93059 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39455 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18834 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48759 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 13088 members 
Mstep: Class 12 contains 46677 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 39184 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106882 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29951 members 
Mstep: Class 21 contains 22197 members 
Mstep: Class 22 contains 17885 members 
Mstep: Class 23 contains 2394 members 
Mstep: Class 24 contains 12190 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863392.000000 Penalty: 52258.027344
Iteration 186Q: 27 clusters Score -7.886339e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93051 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39454 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18833 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48774 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13086 members 
Mstep: Class 12 contains 46677 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 39180 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106883 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29949 members 
Mstep: Class 21 contains 22199 members 
Mstep: Class 22 contains 17885 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863424.000000 Penalty: 52258.027344
Iteration 187Q: 27 clusters Score -7.886342e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93042 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39450 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18833 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48785 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13087 members 
Mstep: Class 12 contains 46677 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 39176 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106883 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29947 members 
Mstep: Class 21 contains 22199 members 
Mstep: Class 22 contains 17885 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 12169 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863448.000000 Penalty: 52258.027344
Iteration 188Q: 27 clusters Score -7.886345e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93035 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39447 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18833 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48803 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13090 members 
Mstep: Class 12 contains 46676 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 39174 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106883 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29944 members 
Mstep: Class 21 contains 22201 members 
Mstep: Class 22 contains 17887 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 12148 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863440.000000 Penalty: 52258.027344
Iteration 189Q: 27 clusters Score -7.886344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93035 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39444 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18832 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48823 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13097 members 
Mstep: Class 12 contains 46673 members 
Mstep: Class 13 contains 3193 members 
Mstep: Class 14 contains 39172 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106883 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29942 members 
Mstep: Class 21 contains 22202 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2397 members 
Mstep: Class 24 contains 12128 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863440.000000 Penalty: 52258.027344
Iteration 190Q: 27 clusters Score -7.886344e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93022 members 
Mstep: Class 3 contains 18168 members 
Mstep: Class 4 contains 39440 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48842 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13106 members 
Mstep: Class 12 contains 46672 members 
Mstep: Class 13 contains 3199 members 
Mstep: Class 14 contains 39170 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106883 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29940 members 
Mstep: Class 21 contains 22204 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 12111 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863432.000000 Penalty: 52258.027344
Iteration 191Q: 27 clusters Score -7.886343e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93015 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39435 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48863 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 46672 members 
Mstep: Class 13 contains 3204 members 
Mstep: Class 14 contains 39169 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106883 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29938 members 
Mstep: Class 21 contains 22205 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 12089 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863352.000000 Penalty: 52258.027344
Iteration 192Q: 27 clusters Score -7.886335e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93008 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39432 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48876 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13121 members 
Mstep: Class 12 contains 46672 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 39167 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106882 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29935 members 
Mstep: Class 21 contains 22208 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 12076 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863424.000000 Penalty: 52258.027344
Iteration 193Q: 27 clusters Score -7.886342e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93005 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39430 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48892 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13125 members 
Mstep: Class 12 contains 46672 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 39164 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106882 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29935 members 
Mstep: Class 21 contains 22210 members 
Mstep: Class 22 contains 17888 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 12058 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863408.000000 Penalty: 52258.027344
Iteration 194Q: 27 clusters Score -7.886341e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93000 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39431 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18832 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48908 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13127 members 
Mstep: Class 12 contains 46672 members 
Mstep: Class 13 contains 3207 members 
Mstep: Class 14 contains 39157 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106882 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29935 members 
Mstep: Class 21 contains 22212 members 
Mstep: Class 22 contains 17888 members 
Mstep: Class 23 contains 2400 members 
Mstep: Class 24 contains 12044 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863400.000000 Penalty: 52258.027344
Iteration 195Q: 27 clusters Score -7.88634e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 93000 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39429 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48922 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13133 members 
Mstep: Class 12 contains 46672 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 39154 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106882 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29936 members 
Mstep: Class 21 contains 22214 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2400 members 
Mstep: Class 24 contains 12029 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863432.000000 Penalty: 52258.027344
Iteration 196Q: 27 clusters Score -7.886343e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 92995 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39429 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48935 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13137 members 
Mstep: Class 12 contains 46672 members 
Mstep: Class 13 contains 3210 members 
Mstep: Class 14 contains 39155 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106883 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29935 members 
Mstep: Class 21 contains 22211 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2400 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863496.000000 Penalty: 52258.027344
Iteration 197Q: 27 clusters Score -7.88635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 92996 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39429 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18831 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48945 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13138 members 
Mstep: Class 12 contains 46673 members 
Mstep: Class 13 contains 3210 members 
Mstep: Class 14 contains 39151 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106881 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29933 members 
Mstep: Class 21 contains 22211 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2400 members 
Mstep: Class 24 contains 12007 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863576.000000 Penalty: 52258.027344
Iteration 198Q: 27 clusters Score -7.886358e+07 nChanged 31
Entering ConstructFrom: 
Score: -78863576.000000 Penalty: 52258.027344
Entering ConstructFrom: 
Trying to split cluster 1 (14982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Entering Unmasked Estep 
Score: -1678526.250000 Penalty: 1430.653198
	Iteration 0F: 2 clusters Score -1678526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1668604.250000 Penalty: 2861.306396
	Iteration 0F: 3 clusters Score -1668604 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1672111.000000 Penalty: 2861.306396
	Iteration 1F: 3 clusters Score -1672111 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1672479.500000 Penalty: 2861.306396
	Iteration 2F: 3 clusters Score -1672480 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1672753.375000 Penalty: 2861.306396
	Iteration 3Q: 3 clusters Score -1672753 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1672958.375000 Penalty: 2861.306396
	Iteration 4Q: 3 clusters Score -1672958 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1673114.375000 Penalty: 2861.306396
	Iteration 5Q: 3 clusters Score -1673114 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1673273.625000 Penalty: 2861.306396
	Iteration 6Q: 3 clusters Score -1673274 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1673440.250000 Penalty: 2861.306396
	Iteration 7Q: 3 clusters Score -1673440 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1673635.125000 Penalty: 2861.306396
	Iteration 8Q: 3 clusters Score -1673635 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1673898.750000 Penalty: 2861.306396
	Iteration 9Q: 3 clusters Score -1673899 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1674260.250000 Penalty: 2861.306396
	Iteration 10Q: 3 clusters Score -1674260 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1674692.500000 Penalty: 2861.306396
	Iteration 11Q: 3 clusters Score -1674692 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1675233.500000 Penalty: 2861.306396
	Iteration 12Q: 3 clusters Score -1675234 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1675821.875000 Penalty: 2861.306396
	Iteration 13Q: 3 clusters Score -1675822 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1676344.125000 Penalty: 2861.306396
	Iteration 14Q: 3 clusters Score -1676344 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1676740.000000 Penalty: 2861.306396
	Iteration 15Q: 3 clusters Score -1676740 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1677007.125000 Penalty: 2861.306396
	Iteration 16Q: 3 clusters Score -1677007 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1677158.000000 Penalty: 2861.306396
	Iteration 17Q: 3 clusters Score -1677158 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1677248.500000 Penalty: 2861.306396
	Iteration 18Q: 3 clusters Score -1677248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1677296.750000 Penalty: 2861.306396
	Iteration 19Q: 3 clusters Score -1677297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1677337.625000 Penalty: 2861.306396
	Iteration 20F: 3 clusters Score -1677338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1677364.750000 Penalty: 2861.306396
	Iteration 21Q: 3 clusters Score -1677365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1677379.125000 Penalty: 2861.306396
	Iteration 22Q: 3 clusters Score -1677379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1677388.500000 Penalty: 2861.306396
	Iteration 23Q: 3 clusters Score -1677388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1677394.875000 Penalty: 2861.306396
	Iteration 24Q: 3 clusters Score -1677395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1677399.250000 Penalty: 2861.306396
	Iteration 25Q: 3 clusters Score -1677399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1677403.500000 Penalty: 2861.306396
	Iteration 26Q: 3 clusters Score -1677404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1677405.750000 Penalty: 2861.306396
	Iteration 27Q: 3 clusters Score -1677406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1677409.250000 Penalty: 2861.306396
	Iteration 28Q: 3 clusters Score -1677409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1677414.375000 Penalty: 2861.306396
	Iteration 29Q: 3 clusters Score -1677414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1677418.125000 Penalty: 2861.306396
	Iteration 30Q: 3 clusters Score -1677418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1677425.875000 Penalty: 2861.306396
	Iteration 31Q: 3 clusters Score -1677426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1677432.750000 Penalty: 2861.306396
	Iteration 32Q: 3 clusters Score -1677433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1677439.125000 Penalty: 2861.306396
	Iteration 33Q: 3 clusters Score -1677439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1677445.875000 Penalty: 2861.306396
	Iteration 34Q: 3 clusters Score -1677446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1677447.875000 Penalty: 2861.306396
	Iteration 35Q: 3 clusters Score -1677448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1677448.750000 Penalty: 2861.306396
	Iteration 36Q: 3 clusters Score -1677449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1677450.000000 Penalty: 2861.306396
	Iteration 37Q: 3 clusters Score -1677450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1677449.250000 Penalty: 2861.306396
	Iteration 38Q: 3 clusters Score -1677449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1677448.750000 Penalty: 2861.306396
	Iteration 39Q: 3 clusters Score -1677449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1677448.750000 Penalty: 2861.306396
	Iteration 40F: 3 clusters Score -1677449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Entering Unmasked Estep 
Score: -10291469.000000 Penalty: 1702.307129
	Iteration 0F: 2 clusters Score -1.029147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -10230577.000000 Penalty: 3404.614258
	Iteration 0F: 3 clusters Score -1.023058e+07 nChanged 43937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -10256003.000000 Penalty: 3404.614258
	Iteration 1F: 3 clusters Score -1.0256e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -10257184.000000 Penalty: 3404.614258
	Iteration 2Q: 3 clusters Score -1.025718e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -10258750.000000 Penalty: 3404.614258
	Iteration 3Q: 3 clusters Score -1.025875e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -10260759.000000 Penalty: 3404.614258
	Iteration 4Q: 3 clusters Score -1.026076e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -10263251.000000 Penalty: 3404.614258
	Iteration 5F: 3 clusters Score -1.026325e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -10265807.000000 Penalty: 3404.614258
	Iteration 6F: 3 clusters Score -1.026581e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -10268230.000000 Penalty: 3404.614258
	Iteration 7F: 3 clusters Score -1.026823e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -10269897.000000 Penalty: 3404.614258
	Iteration 8Q: 3 clusters Score -1.02699e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -10271306.000000 Penalty: 3404.614258
	Iteration 9Q: 3 clusters Score -1.027131e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -10272478.000000 Penalty: 3404.614258
	Iteration 10Q: 3 clusters Score -1.027248e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -10273390.000000 Penalty: 3404.614258
	Iteration 11Q: 3 clusters Score -1.027339e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -10274351.000000 Penalty: 3404.614258
	Iteration 12Q: 3 clusters Score -1.027435e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -10275388.000000 Penalty: 3404.614258
	Iteration 13Q: 3 clusters Score -1.027539e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -10276588.000000 Penalty: 3404.614258
	Iteration 14Q: 3 clusters Score -1.027659e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -10277955.000000 Penalty: 3404.614258
	Iteration 15Q: 3 clusters Score -1.027796e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -10279219.000000 Penalty: 3404.614258
	Iteration 16Q: 3 clusters Score -1.027922e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -10280162.000000 Penalty: 3404.614258
	Iteration 17Q: 3 clusters Score -1.028016e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -10280714.000000 Penalty: 3404.614258
	Iteration 18Q: 3 clusters Score -1.028071e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -10281131.000000 Penalty: 3404.614258
	Iteration 19Q: 3 clusters Score -1.028113e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -10281430.000000 Penalty: 3404.614258
	Iteration 20F: 3 clusters Score -1.028143e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -10281716.000000 Penalty: 3404.614258
	Iteration 21Q: 3 clusters Score -1.028172e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -10281978.000000 Penalty: 3404.614258
	Iteration 22Q: 3 clusters Score -1.028198e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -10282261.000000 Penalty: 3404.614258
	Iteration 23Q: 3 clusters Score -1.028226e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -10282516.000000 Penalty: 3404.614258
	Iteration 24Q: 3 clusters Score -1.028252e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -10282826.000000 Penalty: 3404.614258
	Iteration 25Q: 3 clusters Score -1.028283e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -10283052.000000 Penalty: 3404.614258
	Iteration 26Q: 3 clusters Score -1.028305e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -10283303.000000 Penalty: 3404.614258
	Iteration 27Q: 3 clusters Score -1.02833e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -10283596.000000 Penalty: 3404.614258
	Iteration 28Q: 3 clusters Score -1.02836e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77388 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -10283872.000000 Penalty: 3404.614258
	Iteration 29Q: 3 clusters Score -1.028387e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -10284196.000000 Penalty: 3404.614258
	Iteration 30Q: 3 clusters Score -1.02842e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -10284511.000000 Penalty: 3404.614258
	Iteration 31Q: 3 clusters Score -1.028451e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -10284926.000000 Penalty: 3404.614258
	Iteration 32Q: 3 clusters Score -1.028493e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -10285292.000000 Penalty: 3404.614258
	Iteration 33Q: 3 clusters Score -1.028529e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82342 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -10285617.000000 Penalty: 3404.614258
	Iteration 34Q: 3 clusters Score -1.028562e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83288 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -10286034.000000 Penalty: 3404.614258
	Iteration 35Q: 3 clusters Score -1.028603e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -10286429.000000 Penalty: 3404.614258
	Iteration 36Q: 3 clusters Score -1.028643e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -10286846.000000 Penalty: 3404.614258
	Iteration 37Q: 3 clusters Score -1.028685e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -10287200.000000 Penalty: 3404.614258
	Iteration 38Q: 3 clusters Score -1.02872e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -10287488.000000 Penalty: 3404.614258
	Iteration 39Q: 3 clusters Score -1.028749e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -10287801.000000 Penalty: 3404.614258
	Iteration 40F: 3 clusters Score -1.02878e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87776 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -10288105.000000 Penalty: 3404.614258
	Iteration 41Q: 3 clusters Score -1.02881e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -10288388.000000 Penalty: 3404.614258
	Iteration 42Q: 3 clusters Score -1.028839e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -10288622.000000 Penalty: 3404.614258
	Iteration 43Q: 3 clusters Score -1.028862e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89206 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -10288836.000000 Penalty: 3404.614258
	Iteration 44Q: 3 clusters Score -1.028884e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -10289004.000000 Penalty: 3404.614258
	Iteration 45Q: 3 clusters Score -1.0289e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89964 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -10289123.000000 Penalty: 3404.614258
	Iteration 46Q: 3 clusters Score -1.028912e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -10289291.000000 Penalty: 3404.614258
	Iteration 47Q: 3 clusters Score -1.028929e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -10289389.000000 Penalty: 3404.614258
	Iteration 48Q: 3 clusters Score -1.028939e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -10289549.000000 Penalty: 3404.614258
	Iteration 49Q: 3 clusters Score -1.028955e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -10289678.000000 Penalty: 3404.614258
	Iteration 50Q: 3 clusters Score -1.028968e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -10289787.000000 Penalty: 3404.614258
	Iteration 51Q: 3 clusters Score -1.028979e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10289896.000000 Penalty: 3404.614258
	Iteration 52Q: 3 clusters Score -1.02899e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10289986.000000 Penalty: 3404.614258
	Iteration 53Q: 3 clusters Score -1.028999e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10290071.000000 Penalty: 3404.614258
	Iteration 54Q: 3 clusters Score -1.029007e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10290152.000000 Penalty: 3404.614258
	Iteration 55Q: 3 clusters Score -1.029015e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10290195.000000 Penalty: 3404.614258
	Iteration 56Q: 3 clusters Score -1.02902e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10290222.000000 Penalty: 3404.614258
	Iteration 57Q: 3 clusters Score -1.029022e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92199 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10290239.000000 Penalty: 3404.614258
	Iteration 58Q: 3 clusters Score -1.029024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10290237.000000 Penalty: 3404.614258
	Iteration 59Q: 3 clusters Score -1.029024e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10290254.000000 Penalty: 3404.614258
	Iteration 60F: 3 clusters Score -1.029025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92286 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10290266.000000 Penalty: 3404.614258
	Iteration 61Q: 3 clusters Score -1.029027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92307 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10290279.000000 Penalty: 3404.614258
	Iteration 62Q: 3 clusters Score -1.029028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92330 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10290309.000000 Penalty: 3404.614258
	Iteration 63Q: 3 clusters Score -1.029031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92346 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10290310.000000 Penalty: 3404.614258
	Iteration 64Q: 3 clusters Score -1.029031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92353 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10290325.000000 Penalty: 3404.614258
	Iteration 65Q: 3 clusters Score -1.029032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10290327.000000 Penalty: 3404.614258
	Iteration 66Q: 3 clusters Score -1.029033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10290332.000000 Penalty: 3404.614258
	Iteration 67Q: 3 clusters Score -1.029033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10290339.000000 Penalty: 3404.614258
	Iteration 68Q: 3 clusters Score -1.029034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10290333.000000 Penalty: 3404.614258
	Iteration 69Q: 3 clusters Score -1.029033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10290348.000000 Penalty: 3404.614258
	Iteration 70Q: 3 clusters Score -1.029035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10290356.000000 Penalty: 3404.614258
	Iteration 71Q: 3 clusters Score -1.029036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10290355.000000 Penalty: 3404.614258
	Iteration 72Q: 3 clusters Score -1.029036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10290359.000000 Penalty: 3404.614258
	Iteration 73Q: 3 clusters Score -1.029036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92398 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10290368.000000 Penalty: 3404.614258
	Iteration 74Q: 3 clusters Score -1.029037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10290367.000000 Penalty: 3404.614258
	Iteration 75Q: 3 clusters Score -1.029037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92407 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10290367.000000 Penalty: 3404.614258
	Iteration 76Q: 3 clusters Score -1.029037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10290368.000000 Penalty: 3404.614258
	Iteration 77Q: 3 clusters Score -1.029037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10290372.000000 Penalty: 3404.614258
	Iteration 78Q: 3 clusters Score -1.029037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10290372.000000 Penalty: 3404.614258
	Iteration 79F: 3 clusters Score -1.029037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Entering Unmasked Estep 
Score: -2026215.500000 Penalty: 1459.351929
	Iteration 0F: 2 clusters Score -2026216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2014316.125000 Penalty: 2918.703857
	Iteration 0F: 3 clusters Score -2014316 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2018613.750000 Penalty: 2918.703857
	Iteration 1F: 3 clusters Score -2018614 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2019179.375000 Penalty: 2918.703857
	Iteration 2F: 3 clusters Score -2019179 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2019842.250000 Penalty: 2918.703857
	Iteration 3F: 3 clusters Score -2019842 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2020592.500000 Penalty: 2918.703857
	Iteration 4F: 3 clusters Score -2020592 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2021391.000000 Penalty: 2918.703857
	Iteration 5F: 3 clusters Score -2021391 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2022048.625000 Penalty: 2918.703857
	Iteration 6F: 3 clusters Score -2022049 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2022574.250000 Penalty: 2918.703857
	Iteration 7F: 3 clusters Score -2022574 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2023031.875000 Penalty: 2918.703857
	Iteration 8Q: 3 clusters Score -2023032 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2023450.875000 Penalty: 2918.703857
	Iteration 9Q: 3 clusters Score -2023451 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2023772.250000 Penalty: 2918.703857
	Iteration 10Q: 3 clusters Score -2023772 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2024062.375000 Penalty: 2918.703857
	Iteration 11Q: 3 clusters Score -2024062 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2024294.000000 Penalty: 2918.703857
	Iteration 12Q: 3 clusters Score -2024294 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2024493.500000 Penalty: 2918.703857
	Iteration 13Q: 3 clusters Score -2024494 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2024612.625000 Penalty: 2918.703857
	Iteration 14Q: 3 clusters Score -2024613 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2024707.625000 Penalty: 2918.703857
	Iteration 15Q: 3 clusters Score -2024708 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2024773.375000 Penalty: 2918.703857
	Iteration 16Q: 3 clusters Score -2024773 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2024824.875000 Penalty: 2918.703857
	Iteration 17Q: 3 clusters Score -2024825 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2024891.125000 Penalty: 2918.703857
	Iteration 18Q: 3 clusters Score -2024891 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2024933.250000 Penalty: 2918.703857
	Iteration 19Q: 3 clusters Score -2024933 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2024980.750000 Penalty: 2918.703857
	Iteration 20F: 3 clusters Score -2024981 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2025021.250000 Penalty: 2918.703857
	Iteration 21Q: 3 clusters Score -2025021 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2025054.375000 Penalty: 2918.703857
	Iteration 22Q: 3 clusters Score -2025054 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2025108.375000 Penalty: 2918.703857
	Iteration 23Q: 3 clusters Score -2025108 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2025152.625000 Penalty: 2918.703857
	Iteration 24Q: 3 clusters Score -2025153 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2025205.875000 Penalty: 2918.703857
	Iteration 25Q: 3 clusters Score -2025206 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2025268.000000 Penalty: 2918.703857
	Iteration 26Q: 3 clusters Score -2025268 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2025311.625000 Penalty: 2918.703857
	Iteration 27Q: 3 clusters Score -2025312 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2025358.000000 Penalty: 2918.703857
	Iteration 28Q: 3 clusters Score -2025358 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2025385.375000 Penalty: 2918.703857
	Iteration 29Q: 3 clusters Score -2025385 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2025419.500000 Penalty: 2918.703857
	Iteration 30Q: 3 clusters Score -2025420 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2025444.375000 Penalty: 2918.703857
	Iteration 31Q: 3 clusters Score -2025444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2025464.250000 Penalty: 2918.703857
	Iteration 32Q: 3 clusters Score -2025464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2025483.375000 Penalty: 2918.703857
	Iteration 33Q: 3 clusters Score -2025483 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2025499.500000 Penalty: 2918.703857
	Iteration 34Q: 3 clusters Score -2025500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2025525.250000 Penalty: 2918.703857
	Iteration 35Q: 3 clusters Score -2025525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2025537.125000 Penalty: 2918.703857
	Iteration 36Q: 3 clusters Score -2025537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2025551.000000 Penalty: 2918.703857
	Iteration 37Q: 3 clusters Score -2025551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2025558.875000 Penalty: 2918.703857
	Iteration 38Q: 3 clusters Score -2025559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2025570.000000 Penalty: 2918.703857
	Iteration 39Q: 3 clusters Score -2025570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2025579.000000 Penalty: 2918.703857
	Iteration 40F: 3 clusters Score -2025579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2025580.375000 Penalty: 2918.703857
	Iteration 41Q: 3 clusters Score -2025580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2025587.000000 Penalty: 2918.703857
	Iteration 42Q: 3 clusters Score -2025587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2025589.000000 Penalty: 2918.703857
	Iteration 43Q: 3 clusters Score -2025589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2025593.625000 Penalty: 2918.703857
	Iteration 44Q: 3 clusters Score -2025594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2025604.000000 Penalty: 2918.703857
	Iteration 45Q: 3 clusters Score -2025604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2025610.500000 Penalty: 2918.703857
	Iteration 46Q: 3 clusters Score -2025610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2025615.625000 Penalty: 2918.703857
	Iteration 47Q: 3 clusters Score -2025616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2025618.000000 Penalty: 2918.703857
	Iteration 48Q: 3 clusters Score -2025618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2025623.875000 Penalty: 2918.703857
	Iteration 49Q: 3 clusters Score -2025624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2025627.000000 Penalty: 2918.703857
	Iteration 50Q: 3 clusters Score -2025627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2025628.750000 Penalty: 2918.703857
	Iteration 51Q: 3 clusters Score -2025629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2025634.000000 Penalty: 2918.703857
	Iteration 52Q: 3 clusters Score -2025634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2025633.500000 Penalty: 2918.703857
	Iteration 53Q: 3 clusters Score -2025634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2025634.000000 Penalty: 2918.703857
	Iteration 54Q: 3 clusters Score -2025634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2025631.500000 Penalty: 2918.703857
	Iteration 55Q: 3 clusters Score -2025632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2025632.125000 Penalty: 2918.703857
	Iteration 56Q: 3 clusters Score -2025632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2025632.125000 Penalty: 2918.703857
	Iteration 57F: 3 clusters Score -2025632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Entering Unmasked Estep 
Score: -4386468.000000 Penalty: 1574.639893
	Iteration 0F: 2 clusters Score -4386468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -4360587.000000 Penalty: 3149.279785
	Iteration 0F: 3 clusters Score -4360587 nChanged 18212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4370428.000000 Penalty: 3149.279785
	Iteration 1F: 3 clusters Score -4370428 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -4370979.000000 Penalty: 3149.279785
	Iteration 2Q: 3 clusters Score -4370979 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -4371538.000000 Penalty: 3149.279785
	Iteration 3Q: 3 clusters Score -4371538 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4372176.000000 Penalty: 3149.279785
	Iteration 4Q: 3 clusters Score -4372176 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4372954.500000 Penalty: 3149.279785
	Iteration 5Q: 3 clusters Score -4372954 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4373878.000000 Penalty: 3149.279785
	Iteration 6Q: 3 clusters Score -4373878 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -4374839.500000 Penalty: 3149.279785
	Iteration 7F: 3 clusters Score -4374840 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -4375759.000000 Penalty: 3149.279785
	Iteration 8F: 3 clusters Score -4375759 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -4376571.000000 Penalty: 3149.279785
	Iteration 9Q: 3 clusters Score -4376571 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -4377256.500000 Penalty: 3149.279785
	Iteration 10Q: 3 clusters Score -4377256 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4377785.500000 Penalty: 3149.279785
	Iteration 11Q: 3 clusters Score -4377786 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4378277.000000 Penalty: 3149.279785
	Iteration 12Q: 3 clusters Score -4378277 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -4378722.500000 Penalty: 3149.279785
	Iteration 13Q: 3 clusters Score -4378722 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -4379229.500000 Penalty: 3149.279785
	Iteration 14Q: 3 clusters Score -4379230 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4379804.500000 Penalty: 3149.279785
	Iteration 15Q: 3 clusters Score -4379804 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -4380443.500000 Penalty: 3149.279785
	Iteration 16Q: 3 clusters Score -4380444 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -4381140.000000 Penalty: 3149.279785
	Iteration 17Q: 3 clusters Score -4381140 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4381846.000000 Penalty: 3149.279785
	Iteration 18Q: 3 clusters Score -4381846 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4382564.000000 Penalty: 3149.279785
	Iteration 19Q: 3 clusters Score -4382564 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -4383172.500000 Penalty: 3149.279785
	Iteration 20F: 3 clusters Score -4383172 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4383710.000000 Penalty: 3149.279785
	Iteration 21Q: 3 clusters Score -4383710 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -4384159.500000 Penalty: 3149.279785
	Iteration 22Q: 3 clusters Score -4384160 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4384483.500000 Penalty: 3149.279785
	Iteration 23Q: 3 clusters Score -4384484 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4384746.500000 Penalty: 3149.279785
	Iteration 24Q: 3 clusters Score -4384746 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4384906.000000 Penalty: 3149.279785
	Iteration 25Q: 3 clusters Score -4384906 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -4385019.500000 Penalty: 3149.279785
	Iteration 26Q: 3 clusters Score -4385020 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -4385108.000000 Penalty: 3149.279785
	Iteration 27Q: 3 clusters Score -4385108 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -4385201.000000 Penalty: 3149.279785
	Iteration 28Q: 3 clusters Score -4385201 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -4385247.000000 Penalty: 3149.279785
	Iteration 29Q: 3 clusters Score -4385247 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -4385294.000000 Penalty: 3149.279785
	Iteration 30Q: 3 clusters Score -4385294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -4385337.000000 Penalty: 3149.279785
	Iteration 31Q: 3 clusters Score -4385337 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -4385374.000000 Penalty: 3149.279785
	Iteration 32Q: 3 clusters Score -4385374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4385402.500000 Penalty: 3149.279785
	Iteration 33Q: 3 clusters Score -4385402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4385430.000000 Penalty: 3149.279785
	Iteration 34Q: 3 clusters Score -4385430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -4385450.000000 Penalty: 3149.279785
	Iteration 35Q: 3 clusters Score -4385450 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -4385463.500000 Penalty: 3149.279785
	Iteration 36Q: 3 clusters Score -4385464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -4385474.000000 Penalty: 3149.279785
	Iteration 37Q: 3 clusters Score -4385474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -4385485.500000 Penalty: 3149.279785
	Iteration 38Q: 3 clusters Score -4385486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4385491.500000 Penalty: 3149.279785
	Iteration 39Q: 3 clusters Score -4385492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4385494.000000 Penalty: 3149.279785
	Iteration 40F: 3 clusters Score -4385494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -4385497.500000 Penalty: 3149.279785
	Iteration 41Q: 3 clusters Score -4385498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -4385503.500000 Penalty: 3149.279785
	Iteration 42Q: 3 clusters Score -4385504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4385502.500000 Penalty: 3149.279785
	Iteration 43Q: 3 clusters Score -4385502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4385498.500000 Penalty: 3149.279785
	Iteration 44Q: 3 clusters Score -4385498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -4385507.500000 Penalty: 3149.279785
	Iteration 45Q: 3 clusters Score -4385508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4385510.500000 Penalty: 3149.279785
	Iteration 46Q: 3 clusters Score -4385510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4385511.500000 Penalty: 3149.279785
	Iteration 47Q: 3 clusters Score -4385512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -4385511.500000 Penalty: 3149.279785
	Iteration 48Q: 3 clusters Score -4385512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -4385513.000000 Penalty: 3149.279785
	Iteration 49Q: 3 clusters Score -4385513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -4385513.000000 Penalty: 3149.279785
	Iteration 50F: 3 clusters Score -4385513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -138156.906250 Penalty: 1068.959961
	Iteration 0F: 2 clusters Score -138156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136703.890625 Penalty: 2137.919922
	Iteration 0F: 3 clusters Score -136703.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -137039.625000 Penalty: 2137.919922
	Iteration 1F: 3 clusters Score -137039.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -137135.828125 Penalty: 2137.919922
	Iteration 2F: 3 clusters Score -137135.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137186.140625 Penalty: 2137.919922
	Iteration 3Q: 3 clusters Score -137186.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137209.734375 Penalty: 2137.919922
	Iteration 4Q: 3 clusters Score -137209.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137217.484375 Penalty: 2137.919922
	Iteration 5Q: 3 clusters Score -137217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137221.218750 Penalty: 2137.919922
	Iteration 6Q: 3 clusters Score -137221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -137225.156250 Penalty: 2137.919922
	Iteration 7Q: 3 clusters Score -137225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137226.062500 Penalty: 2137.919922
	Iteration 8Q: 3 clusters Score -137226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137227.796875 Penalty: 2137.919922
	Iteration 9Q: 3 clusters Score -137227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -137229.640625 Penalty: 2137.919922
	Iteration 10Q: 3 clusters Score -137229.6 nChanged 1
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: -137230.984375 Penalty: 2137.919922
	Iteration 11Q: 3 clusters Score -137231 nChanged 0
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: -137230.984375 Penalty: 2137.919922
	Iteration 12F: 3 clusters Score -137231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Entering Unmasked Estep 
Score: -2021890.750000 Penalty: 1464.669189
	Iteration 0F: 2 clusters Score -2021891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2009513.375000 Penalty: 2929.338379
	Iteration 0F: 3 clusters Score -2009513 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2014146.875000 Penalty: 2929.338379
	Iteration 1F: 3 clusters Score -2014147 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2014740.000000 Penalty: 2929.338379
	Iteration 2F: 3 clusters Score -2014740 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2015330.750000 Penalty: 2929.338379
	Iteration 3F: 3 clusters Score -2015331 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2015992.375000 Penalty: 2929.338379
	Iteration 4F: 3 clusters Score -2015992 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2016732.250000 Penalty: 2929.338379
	Iteration 5F: 3 clusters Score -2016732 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2017608.875000 Penalty: 2929.338379
	Iteration 6F: 3 clusters Score -2017609 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2018531.875000 Penalty: 2929.338379
	Iteration 7F: 3 clusters Score -2018532 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2019360.000000 Penalty: 2929.338379
	Iteration 8F: 3 clusters Score -2019360 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2019880.000000 Penalty: 2929.338379
	Iteration 9Q: 3 clusters Score -2019880 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2020156.375000 Penalty: 2929.338379
	Iteration 10Q: 3 clusters Score -2020156 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2020328.875000 Penalty: 2929.338379
	Iteration 11Q: 3 clusters Score -2020329 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2020442.250000 Penalty: 2929.338379
	Iteration 12Q: 3 clusters Score -2020442 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2020555.750000 Penalty: 2929.338379
	Iteration 13Q: 3 clusters Score -2020556 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2020628.000000 Penalty: 2929.338379
	Iteration 14Q: 3 clusters Score -2020628 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2020686.875000 Penalty: 2929.338379
	Iteration 15Q: 3 clusters Score -2020687 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2020734.375000 Penalty: 2929.338379
	Iteration 16Q: 3 clusters Score -2020734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2020779.875000 Penalty: 2929.338379
	Iteration 17Q: 3 clusters Score -2020780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2020809.125000 Penalty: 2929.338379
	Iteration 18Q: 3 clusters Score -2020809 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2020837.750000 Penalty: 2929.338379
	Iteration 19Q: 3 clusters Score -2020838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2020860.000000 Penalty: 2929.338379
	Iteration 20F: 3 clusters Score -2020860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2020875.750000 Penalty: 2929.338379
	Iteration 21Q: 3 clusters Score -2020876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2020888.500000 Penalty: 2929.338379
	Iteration 22Q: 3 clusters Score -2020888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2020899.125000 Penalty: 2929.338379
	Iteration 23Q: 3 clusters Score -2020899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2020919.125000 Penalty: 2929.338379
	Iteration 24Q: 3 clusters Score -2020919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2020921.125000 Penalty: 2929.338379
	Iteration 25Q: 3 clusters Score -2020921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2020932.500000 Penalty: 2929.338379
	Iteration 26Q: 3 clusters Score -2020932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2020939.000000 Penalty: 2929.338379
	Iteration 27Q: 3 clusters Score -2020939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2020945.500000 Penalty: 2929.338379
	Iteration 28Q: 3 clusters Score -2020946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2020954.500000 Penalty: 2929.338379
	Iteration 29Q: 3 clusters Score -2020954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2020958.500000 Penalty: 2929.338379
	Iteration 30Q: 3 clusters Score -2020958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2020961.125000 Penalty: 2929.338379
	Iteration 31Q: 3 clusters Score -2020961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2020960.750000 Penalty: 2929.338379
	Iteration 32Q: 3 clusters Score -2020961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2020966.000000 Penalty: 2929.338379
	Iteration 33Q: 3 clusters Score -2020966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2020967.250000 Penalty: 2929.338379
	Iteration 34Q: 3 clusters Score -2020967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2020971.250000 Penalty: 2929.338379
	Iteration 35Q: 3 clusters Score -2020971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2020970.250000 Penalty: 2929.338379
	Iteration 36Q: 3 clusters Score -2020970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2020971.125000 Penalty: 2929.338379
	Iteration 37Q: 3 clusters Score -2020971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2020976.750000 Penalty: 2929.338379
	Iteration 38Q: 3 clusters Score -2020977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2020977.625000 Penalty: 2929.338379
	Iteration 39Q: 3 clusters Score -2020978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2020979.000000 Penalty: 2929.338379
	Iteration 40F: 3 clusters Score -2020979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2020981.375000 Penalty: 2929.338379
	Iteration 41Q: 3 clusters Score -2020981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2020981.750000 Penalty: 2929.338379
	Iteration 42Q: 3 clusters Score -2020982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2020982.875000 Penalty: 2929.338379
	Iteration 43Q: 3 clusters Score -2020983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2020986.250000 Penalty: 2929.338379
	Iteration 44Q: 3 clusters Score -2020986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2020986.125000 Penalty: 2929.338379
	Iteration 45Q: 3 clusters Score -2020986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2020987.500000 Penalty: 2929.338379
	Iteration 46Q: 3 clusters Score -2020988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2020987.750000 Penalty: 2929.338379
	Iteration 47Q: 3 clusters Score -2020988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2020985.250000 Penalty: 2929.338379
	Iteration 48Q: 3 clusters Score -2020985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2020989.000000 Penalty: 2929.338379
	Iteration 49Q: 3 clusters Score -2020989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2020991.750000 Penalty: 2929.338379
	Iteration 50Q: 3 clusters Score -2020992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2020988.125000 Penalty: 2929.338379
	Iteration 51Q: 3 clusters Score -2020988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2020991.500000 Penalty: 2929.338379
	Iteration 52Q: 3 clusters Score -2020992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2020992.375000 Penalty: 2929.338379
	Iteration 53Q: 3 clusters Score -2020992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2020994.625000 Penalty: 2929.338379
	Iteration 54Q: 3 clusters Score -2020995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2020995.250000 Penalty: 2929.338379
	Iteration 55Q: 3 clusters Score -2020995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2020999.000000 Penalty: 2929.338379
	Iteration 56Q: 3 clusters Score -2020999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2020998.375000 Penalty: 2929.338379
	Iteration 57Q: 3 clusters Score -2020998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2021001.375000 Penalty: 2929.338379
	Iteration 58Q: 3 clusters Score -2021001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2020997.500000 Penalty: 2929.338379
	Iteration 59Q: 3 clusters Score -2020998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2020996.750000 Penalty: 2929.338379
	Iteration 60F: 3 clusters Score -2020997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2020999.375000 Penalty: 2929.338379
	Iteration 61Q: 3 clusters Score -2020999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2021007.875000 Penalty: 2929.338379
	Iteration 62Q: 3 clusters Score -2021008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2021018.875000 Penalty: 2929.338379
	Iteration 63Q: 3 clusters Score -2021019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2021023.000000 Penalty: 2929.338379
	Iteration 64Q: 3 clusters Score -2021023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2021027.250000 Penalty: 2929.338379
	Iteration 65Q: 3 clusters Score -2021027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2021029.125000 Penalty: 2929.338379
	Iteration 66Q: 3 clusters Score -2021029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2021027.500000 Penalty: 2929.338379
	Iteration 67Q: 3 clusters Score -2021028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2021026.375000 Penalty: 2929.338379
	Iteration 68Q: 3 clusters Score -2021026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2021033.125000 Penalty: 2929.338379
	Iteration 69Q: 3 clusters Score -2021033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2021034.125000 Penalty: 2929.338379
	Iteration 70Q: 3 clusters Score -2021034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2021035.375000 Penalty: 2929.338379
	Iteration 71Q: 3 clusters Score -2021035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2021039.500000 Penalty: 2929.338379
	Iteration 72Q: 3 clusters Score -2021040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2021038.750000 Penalty: 2929.338379
	Iteration 73Q: 3 clusters Score -2021039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2021040.375000 Penalty: 2929.338379
	Iteration 74Q: 3 clusters Score -2021040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2021036.750000 Penalty: 2929.338379
	Iteration 75Q: 3 clusters Score -2021037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2021042.750000 Penalty: 2929.338379
	Iteration 76Q: 3 clusters Score -2021043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2021044.375000 Penalty: 2929.338379
	Iteration 77Q: 3 clusters Score -2021044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2021043.625000 Penalty: 2929.338379
	Iteration 78Q: 3 clusters Score -2021044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2021045.750000 Penalty: 2929.338379
	Iteration 79Q: 3 clusters Score -2021046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2021046.250000 Penalty: 2929.338379
	Iteration 80F: 3 clusters Score -2021046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Entering Unmasked Estep 
Score: -2767925.750000 Penalty: 1505.166748
	Iteration 0F: 2 clusters Score -2767926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2751850.750000 Penalty: 3010.333496
	Iteration 0F: 3 clusters Score -2751851 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2757455.500000 Penalty: 3010.333496
	Iteration 1F: 3 clusters Score -2757456 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2757875.500000 Penalty: 3010.333496
	Iteration 2Q: 3 clusters Score -2757876 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2758264.500000 Penalty: 3010.333496
	Iteration 3Q: 3 clusters Score -2758264 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2758613.250000 Penalty: 3010.333496
	Iteration 4Q: 3 clusters Score -2758613 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2758922.500000 Penalty: 3010.333496
	Iteration 5Q: 3 clusters Score -2758922 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2759226.500000 Penalty: 3010.333496
	Iteration 6Q: 3 clusters Score -2759226 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2759512.500000 Penalty: 3010.333496
	Iteration 7Q: 3 clusters Score -2759512 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2759825.500000 Penalty: 3010.333496
	Iteration 8Q: 3 clusters Score -2759826 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2760269.000000 Penalty: 3010.333496
	Iteration 9Q: 3 clusters Score -2760269 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2760849.500000 Penalty: 3010.333496
	Iteration 10Q: 3 clusters Score -2760850 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2761572.500000 Penalty: 3010.333496
	Iteration 11F: 3 clusters Score -2761572 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2762524.750000 Penalty: 3010.333496
	Iteration 12F: 3 clusters Score -2762525 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2763555.500000 Penalty: 3010.333496
	Iteration 13F: 3 clusters Score -2763556 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2764525.250000 Penalty: 3010.333496
	Iteration 14Q: 3 clusters Score -2764525 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2765380.250000 Penalty: 3010.333496
	Iteration 15Q: 3 clusters Score -2765380 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2765948.500000 Penalty: 3010.333496
	Iteration 16Q: 3 clusters Score -2765948 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2766311.000000 Penalty: 3010.333496
	Iteration 17Q: 3 clusters Score -2766311 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2766535.250000 Penalty: 3010.333496
	Iteration 18Q: 3 clusters Score -2766535 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2766672.500000 Penalty: 3010.333496
	Iteration 19Q: 3 clusters Score -2766672 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2766741.000000 Penalty: 3010.333496
	Iteration 20F: 3 clusters Score -2766741 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -2766782.500000 Penalty: 3010.333496
	Iteration 21Q: 3 clusters Score -2766782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2766813.250000 Penalty: 3010.333496
	Iteration 22Q: 3 clusters Score -2766813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -2766833.500000 Penalty: 3010.333496
	Iteration 23Q: 3 clusters Score -2766834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2766857.750000 Penalty: 3010.333496
	Iteration 24Q: 3 clusters Score -2766858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2766870.250000 Penalty: 3010.333496
	Iteration 25Q: 3 clusters Score -2766870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -2766885.250000 Penalty: 3010.333496
	Iteration 26Q: 3 clusters Score -2766885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2766889.500000 Penalty: 3010.333496
	Iteration 27Q: 3 clusters Score -2766890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2766892.250000 Penalty: 3010.333496
	Iteration 28Q: 3 clusters Score -2766892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2766898.500000 Penalty: 3010.333496
	Iteration 29Q: 3 clusters Score -2766898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -2766900.750000 Penalty: 3010.333496
	Iteration 30Q: 3 clusters Score -2766901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2766906.000000 Penalty: 3010.333496
	Iteration 31Q: 3 clusters Score -2766906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -2766910.500000 Penalty: 3010.333496
	Iteration 32Q: 3 clusters Score -2766910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -2766912.000000 Penalty: 3010.333496
	Iteration 33Q: 3 clusters Score -2766912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2766915.500000 Penalty: 3010.333496
	Iteration 34Q: 3 clusters Score -2766916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -2766918.000000 Penalty: 3010.333496
	Iteration 35Q: 3 clusters Score -2766918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -2766918.000000 Penalty: 3010.333496
	Iteration 36F: 3 clusters Score -2766918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Entering Unmasked Estep 
Score: -5326348.500000 Penalty: 1606.846191
	Iteration 0F: 2 clusters Score -5326348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -5294527.000000 Penalty: 3213.692383
	Iteration 0F: 3 clusters Score -5294527 nChanged 22534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -5307482.500000 Penalty: 3213.692383
	Iteration 1F: 3 clusters Score -5307482 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -5308450.000000 Penalty: 3213.692383
	Iteration 2Q: 3 clusters Score -5308450 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5309683.000000 Penalty: 3213.692383
	Iteration 3F: 3 clusters Score -5309683 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -5311168.000000 Penalty: 3213.692383
	Iteration 4F: 3 clusters Score -5311168 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -5312952.000000 Penalty: 3213.692383
	Iteration 5F: 3 clusters Score -5312952 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -5314934.000000 Penalty: 3213.692383
	Iteration 6F: 3 clusters Score -5314934 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -5316947.000000 Penalty: 3213.692383
	Iteration 7F: 3 clusters Score -5316947 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -5318698.500000 Penalty: 3213.692383
	Iteration 8F: 3 clusters Score -5318698 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5320291.500000 Penalty: 3213.692383
	Iteration 9Q: 3 clusters Score -5320292 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -5321570.500000 Penalty: 3213.692383
	Iteration 10Q: 3 clusters Score -5321570 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -5322682.000000 Penalty: 3213.692383
	Iteration 11Q: 3 clusters Score -5322682 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -5323391.000000 Penalty: 3213.692383
	Iteration 12Q: 3 clusters Score -5323391 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -5323922.000000 Penalty: 3213.692383
	Iteration 13Q: 3 clusters Score -5323922 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -5324318.500000 Penalty: 3213.692383
	Iteration 14Q: 3 clusters Score -5324318 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -5324556.500000 Penalty: 3213.692383
	Iteration 15Q: 3 clusters Score -5324556 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -5324729.500000 Penalty: 3213.692383
	Iteration 16Q: 3 clusters Score -5324730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -5324817.000000 Penalty: 3213.692383
	Iteration 17Q: 3 clusters Score -5324817 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -5324899.500000 Penalty: 3213.692383
	Iteration 18Q: 3 clusters Score -5324900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -5324937.000000 Penalty: 3213.692383
	Iteration 19Q: 3 clusters Score -5324937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -5324985.000000 Penalty: 3213.692383
	Iteration 20F: 3 clusters Score -5324985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -5325017.000000 Penalty: 3213.692383
	Iteration 21Q: 3 clusters Score -5325017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -5325065.000000 Penalty: 3213.692383
	Iteration 22Q: 3 clusters Score -5325065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -5325077.500000 Penalty: 3213.692383
	Iteration 23Q: 3 clusters Score -5325078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -5325090.000000 Penalty: 3213.692383
	Iteration 24Q: 3 clusters Score -5325090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -5325116.000000 Penalty: 3213.692383
	Iteration 25Q: 3 clusters Score -5325116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -5325127.500000 Penalty: 3213.692383
	Iteration 26Q: 3 clusters Score -5325128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -5325142.000000 Penalty: 3213.692383
	Iteration 27Q: 3 clusters Score -5325142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -5325141.500000 Penalty: 3213.692383
	Iteration 28Q: 3 clusters Score -5325142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -5325151.000000 Penalty: 3213.692383
	Iteration 29Q: 3 clusters Score -5325151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -5325149.000000 Penalty: 3213.692383
	Iteration 30Q: 3 clusters Score -5325149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -5325152.000000 Penalty: 3213.692383
	Iteration 31Q: 3 clusters Score -5325152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -5325152.500000 Penalty: 3213.692383
	Iteration 32Q: 3 clusters Score -5325152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -5325159.500000 Penalty: 3213.692383
	Iteration 33Q: 3 clusters Score -5325160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -5325161.000000 Penalty: 3213.692383
	Iteration 34Q: 3 clusters Score -5325161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -5325161.000000 Penalty: 3213.692383
	Iteration 35Q: 3 clusters Score -5325161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -5325173.000000 Penalty: 3213.692383
	Iteration 36Q: 3 clusters Score -5325173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -5325173.500000 Penalty: 3213.692383
	Iteration 37Q: 3 clusters Score -5325174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -5325174.500000 Penalty: 3213.692383
	Iteration 38Q: 3 clusters Score -5325174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -5325174.500000 Penalty: 3213.692383
	Iteration 39F: 3 clusters Score -5325174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Entering Unmasked Estep 
Score: -1703437.750000 Penalty: 1433.164551
	Iteration 0F: 2 clusters Score -1703438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1693375.000000 Penalty: 2866.329102
	Iteration 0F: 3 clusters Score -1693375 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1696808.750000 Penalty: 2866.329102
	Iteration 1F: 3 clusters Score -1696809 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1697156.250000 Penalty: 2866.329102
	Iteration 2F: 3 clusters Score -1697156 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1697437.500000 Penalty: 2866.329102
	Iteration 3Q: 3 clusters Score -1697438 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1697745.500000 Penalty: 2866.329102
	Iteration 4Q: 3 clusters Score -1697746 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1698103.375000 Penalty: 2866.329102
	Iteration 5Q: 3 clusters Score -1698103 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1698502.000000 Penalty: 2866.329102
	Iteration 6Q: 3 clusters Score -1698502 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1698948.250000 Penalty: 2866.329102
	Iteration 7F: 3 clusters Score -1698948 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1699437.500000 Penalty: 2866.329102
	Iteration 8F: 3 clusters Score -1699438 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1699923.125000 Penalty: 2866.329102
	Iteration 9Q: 3 clusters Score -1699923 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1700380.125000 Penalty: 2866.329102
	Iteration 10Q: 3 clusters Score -1700380 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1700814.000000 Penalty: 2866.329102
	Iteration 11Q: 3 clusters Score -1700814 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1701147.250000 Penalty: 2866.329102
	Iteration 12Q: 3 clusters Score -1701147 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1701445.750000 Penalty: 2866.329102
	Iteration 13Q: 3 clusters Score -1701446 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1701621.625000 Penalty: 2866.329102
	Iteration 14Q: 3 clusters Score -1701622 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1701761.500000 Penalty: 2866.329102
	Iteration 15Q: 3 clusters Score -1701762 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1701876.375000 Penalty: 2866.329102
	Iteration 16Q: 3 clusters Score -1701876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1701970.500000 Penalty: 2866.329102
	Iteration 17Q: 3 clusters Score -1701970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1702032.000000 Penalty: 2866.329102
	Iteration 18Q: 3 clusters Score -1702032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1702095.375000 Penalty: 2866.329102
	Iteration 19Q: 3 clusters Score -1702095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1702130.375000 Penalty: 2866.329102
	Iteration 20F: 3 clusters Score -1702130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1702156.500000 Penalty: 2866.329102
	Iteration 21Q: 3 clusters Score -1702156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1702173.375000 Penalty: 2866.329102
	Iteration 22Q: 3 clusters Score -1702173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1702188.625000 Penalty: 2866.329102
	Iteration 23Q: 3 clusters Score -1702189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1702205.500000 Penalty: 2866.329102
	Iteration 24Q: 3 clusters Score -1702206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1702214.125000 Penalty: 2866.329102
	Iteration 25Q: 3 clusters Score -1702214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1702224.000000 Penalty: 2866.329102
	Iteration 26Q: 3 clusters Score -1702224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1702237.875000 Penalty: 2866.329102
	Iteration 27Q: 3 clusters Score -1702238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1702252.125000 Penalty: 2866.329102
	Iteration 28Q: 3 clusters Score -1702252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1702261.500000 Penalty: 2866.329102
	Iteration 29Q: 3 clusters Score -1702262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1702265.500000 Penalty: 2866.329102
	Iteration 30Q: 3 clusters Score -1702266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1702269.750000 Penalty: 2866.329102
	Iteration 31Q: 3 clusters Score -1702270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1702276.125000 Penalty: 2866.329102
	Iteration 32Q: 3 clusters Score -1702276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1702275.750000 Penalty: 2866.329102
	Iteration 33Q: 3 clusters Score -1702276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1702278.250000 Penalty: 2866.329102
	Iteration 34Q: 3 clusters Score -1702278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1702279.250000 Penalty: 2866.329102
	Iteration 35Q: 3 clusters Score -1702279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1702279.250000 Penalty: 2866.329102
	Iteration 36F: 3 clusters Score -1702279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Entering Unmasked Estep 
Score: -1416104.625000 Penalty: 1411.143799
	Iteration 0F: 2 clusters Score -1416105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1407371.375000 Penalty: 2822.287598
	Iteration 0F: 3 clusters Score -1407371 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1410409.750000 Penalty: 2822.287598
	Iteration 1F: 3 clusters Score -1410410 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1410773.750000 Penalty: 2822.287598
	Iteration 2F: 3 clusters Score -1410774 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1411046.125000 Penalty: 2822.287598
	Iteration 3Q: 3 clusters Score -1411046 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1411318.125000 Penalty: 2822.287598
	Iteration 4Q: 3 clusters Score -1411318 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1411522.750000 Penalty: 2822.287598
	Iteration 5Q: 3 clusters Score -1411523 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1411705.125000 Penalty: 2822.287598
	Iteration 6Q: 3 clusters Score -1411705 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1411892.625000 Penalty: 2822.287598
	Iteration 7Q: 3 clusters Score -1411893 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1412104.250000 Penalty: 2822.287598
	Iteration 8Q: 3 clusters Score -1412104 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1412337.625000 Penalty: 2822.287598
	Iteration 9Q: 3 clusters Score -1412338 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1412602.750000 Penalty: 2822.287598
	Iteration 10Q: 3 clusters Score -1412603 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1412883.500000 Penalty: 2822.287598
	Iteration 11Q: 3 clusters Score -1412884 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1413188.625000 Penalty: 2822.287598
	Iteration 12Q: 3 clusters Score -1413189 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1413487.250000 Penalty: 2822.287598
	Iteration 13Q: 3 clusters Score -1413487 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1413753.125000 Penalty: 2822.287598
	Iteration 14Q: 3 clusters Score -1413753 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1413979.000000 Penalty: 2822.287598
	Iteration 15Q: 3 clusters Score -1413979 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1414182.500000 Penalty: 2822.287598
	Iteration 16Q: 3 clusters Score -1414182 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1414360.625000 Penalty: 2822.287598
	Iteration 17Q: 3 clusters Score -1414361 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1414500.750000 Penalty: 2822.287598
	Iteration 18Q: 3 clusters Score -1414501 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1414607.250000 Penalty: 2822.287598
	Iteration 19Q: 3 clusters Score -1414607 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1414690.000000 Penalty: 2822.287598
	Iteration 20F: 3 clusters Score -1414690 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1414753.375000 Penalty: 2822.287598
	Iteration 21Q: 3 clusters Score -1414753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1414788.250000 Penalty: 2822.287598
	Iteration 22Q: 3 clusters Score -1414788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1414819.250000 Penalty: 2822.287598
	Iteration 23Q: 3 clusters Score -1414819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1414848.000000 Penalty: 2822.287598
	Iteration 24Q: 3 clusters Score -1414848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1414881.375000 Penalty: 2822.287598
	Iteration 25Q: 3 clusters Score -1414881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1414910.750000 Penalty: 2822.287598
	Iteration 26Q: 3 clusters Score -1414911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1414926.500000 Penalty: 2822.287598
	Iteration 27Q: 3 clusters Score -1414926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1414943.125000 Penalty: 2822.287598
	Iteration 28Q: 3 clusters Score -1414943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1414951.250000 Penalty: 2822.287598
	Iteration 29Q: 3 clusters Score -1414951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1414965.750000 Penalty: 2822.287598
	Iteration 30Q: 3 clusters Score -1414966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1414973.000000 Penalty: 2822.287598
	Iteration 31Q: 3 clusters Score -1414973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1414976.625000 Penalty: 2822.287598
	Iteration 32Q: 3 clusters Score -1414977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1414984.625000 Penalty: 2822.287598
	Iteration 33Q: 3 clusters Score -1414985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1414987.625000 Penalty: 2822.287598
	Iteration 34Q: 3 clusters Score -1414988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1414990.750000 Penalty: 2822.287598
	Iteration 35Q: 3 clusters Score -1414991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1414993.500000 Penalty: 2822.287598
	Iteration 36Q: 3 clusters Score -1414994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1414992.500000 Penalty: 2822.287598
	Iteration 37Q: 3 clusters Score -1414992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1414998.250000 Penalty: 2822.287598
	Iteration 38Q: 3 clusters Score -1414998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1415003.250000 Penalty: 2822.287598
	Iteration 39Q: 3 clusters Score -1415003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1415003.875000 Penalty: 2822.287598
	Iteration 40F: 3 clusters Score -1415004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1415003.875000 Penalty: 2822.287598
	Iteration 41Q: 3 clusters Score -1415004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1415006.375000 Penalty: 2822.287598
	Iteration 42Q: 3 clusters Score -1415006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1415006.375000 Penalty: 2822.287598
	Iteration 43F: 3 clusters Score -1415006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Entering Unmasked Estep 
Score: -5139848.000000 Penalty: 1599.737061
	Iteration 0F: 2 clusters Score -5139848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5109489.500000 Penalty: 3199.474121
	Iteration 0F: 3 clusters Score -5109490 nChanged 21404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -5121489.500000 Penalty: 3199.474121
	Iteration 1F: 3 clusters Score -5121490 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5122539.000000 Penalty: 3199.474121
	Iteration 2F: 3 clusters Score -5122539 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -5123978.000000 Penalty: 3199.474121
	Iteration 3F: 3 clusters Score -5123978 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -5125869.500000 Penalty: 3199.474121
	Iteration 4F: 3 clusters Score -5125870 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -5128165.500000 Penalty: 3199.474121
	Iteration 5F: 3 clusters Score -5128166 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -5130719.500000 Penalty: 3199.474121
	Iteration 6F: 3 clusters Score -5130720 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -5133163.000000 Penalty: 3199.474121
	Iteration 7F: 3 clusters Score -5133163 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -5135163.500000 Penalty: 3199.474121
	Iteration 8F: 3 clusters Score -5135164 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5136569.000000 Penalty: 3199.474121
	Iteration 9Q: 3 clusters Score -5136569 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5137461.000000 Penalty: 3199.474121
	Iteration 10Q: 3 clusters Score -5137461 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5138015.000000 Penalty: 3199.474121
	Iteration 11Q: 3 clusters Score -5138015 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5138296.500000 Penalty: 3199.474121
	Iteration 12Q: 3 clusters Score -5138296 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5138424.500000 Penalty: 3199.474121
	Iteration 13Q: 3 clusters Score -5138424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5138520.000000 Penalty: 3199.474121
	Iteration 14Q: 3 clusters Score -5138520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5138559.000000 Penalty: 3199.474121
	Iteration 15Q: 3 clusters Score -5138559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5138596.500000 Penalty: 3199.474121
	Iteration 16Q: 3 clusters Score -5138596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5138612.000000 Penalty: 3199.474121
	Iteration 17Q: 3 clusters Score -5138612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5138618.000000 Penalty: 3199.474121
	Iteration 18Q: 3 clusters Score -5138618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5138628.000000 Penalty: 3199.474121
	Iteration 19Q: 3 clusters Score -5138628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5138638.000000 Penalty: 3199.474121
	Iteration 20F: 3 clusters Score -5138638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5138645.500000 Penalty: 3199.474121
	Iteration 21Q: 3 clusters Score -5138646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5138648.500000 Penalty: 3199.474121
	Iteration 22Q: 3 clusters Score -5138648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5138648.500000 Penalty: 3199.474121
	Iteration 23Q: 3 clusters Score -5138648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5138652.500000 Penalty: 3199.474121
	Iteration 24Q: 3 clusters Score -5138652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5138659.500000 Penalty: 3199.474121
	Iteration 25Q: 3 clusters Score -5138660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5138665.500000 Penalty: 3199.474121
	Iteration 26Q: 3 clusters Score -5138666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5138661.000000 Penalty: 3199.474121
	Iteration 27Q: 3 clusters Score -5138661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5138668.500000 Penalty: 3199.474121
	Iteration 28Q: 3 clusters Score -5138668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5138660.000000 Penalty: 3199.474121
	Iteration 29Q: 3 clusters Score -5138660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5138666.000000 Penalty: 3199.474121
	Iteration 30Q: 3 clusters Score -5138666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5138664.000000 Penalty: 3199.474121
	Iteration 31Q: 3 clusters Score -5138664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5138664.000000 Penalty: 3199.474121
	Iteration 32F: 3 clusters Score -5138664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -321788.937500 Penalty: 1201.507812
	Iteration 0F: 2 clusters Score -321788.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -319200.781250 Penalty: 2403.015625
	Iteration 0F: 3 clusters Score -319200.8 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -319848.843750 Penalty: 2403.015625
	Iteration 1F: 3 clusters Score -319848.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -320016.125000 Penalty: 2403.015625
	Iteration 2F: 3 clusters Score -320016.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -320130.843750 Penalty: 2403.015625
	Iteration 3F: 3 clusters Score -320130.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -320201.656250 Penalty: 2403.015625
	Iteration 4Q: 3 clusters Score -320201.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -320254.531250 Penalty: 2403.015625
	Iteration 5Q: 3 clusters Score -320254.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -320299.000000 Penalty: 2403.015625
	Iteration 6Q: 3 clusters Score -320299 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -320328.000000 Penalty: 2403.015625
	Iteration 7Q: 3 clusters Score -320328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -320353.000000 Penalty: 2403.015625
	Iteration 8Q: 3 clusters Score -320353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -320379.281250 Penalty: 2403.015625
	Iteration 9Q: 3 clusters Score -320379.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -320392.531250 Penalty: 2403.015625
	Iteration 10Q: 3 clusters Score -320392.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -320408.375000 Penalty: 2403.015625
	Iteration 11Q: 3 clusters Score -320408.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -320426.562500 Penalty: 2403.015625
	Iteration 12Q: 3 clusters Score -320426.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -320441.687500 Penalty: 2403.015625
	Iteration 13Q: 3 clusters Score -320441.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -320453.500000 Penalty: 2403.015625
	Iteration 14Q: 3 clusters Score -320453.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -320461.812500 Penalty: 2403.015625
	Iteration 15Q: 3 clusters Score -320461.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -320469.593750 Penalty: 2403.015625
	Iteration 16Q: 3 clusters Score -320469.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -320473.437500 Penalty: 2403.015625
	Iteration 17Q: 3 clusters Score -320473.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -320476.718750 Penalty: 2403.015625
	Iteration 18Q: 3 clusters Score -320476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -320477.531250 Penalty: 2403.015625
	Iteration 19Q: 3 clusters Score -320477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -320479.343750 Penalty: 2403.015625
	Iteration 20F: 3 clusters Score -320479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -320480.781250 Penalty: 2403.015625
	Iteration 21Q: 3 clusters Score -320480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -320482.562500 Penalty: 2403.015625
	Iteration 22Q: 3 clusters Score -320482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -320486.781250 Penalty: 2403.015625
	Iteration 23Q: 3 clusters Score -320486.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -320491.531250 Penalty: 2403.015625
	Iteration 24Q: 3 clusters Score -320491.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -320494.718750 Penalty: 2403.015625
	Iteration 25Q: 3 clusters Score -320494.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -320496.312500 Penalty: 2403.015625
	Iteration 26Q: 3 clusters Score -320496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -320498.812500 Penalty: 2403.015625
	Iteration 27Q: 3 clusters Score -320498.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -320503.406250 Penalty: 2403.015625
	Iteration 28Q: 3 clusters Score -320503.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -320507.781250 Penalty: 2403.015625
	Iteration 29Q: 3 clusters Score -320507.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -320509.718750 Penalty: 2403.015625
	Iteration 30Q: 3 clusters Score -320509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -320510.500000 Penalty: 2403.015625
	Iteration 31Q: 3 clusters Score -320510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -320510.500000 Penalty: 2403.015625
	Iteration 32F: 3 clusters Score -320510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Entering Unmasked Estep 
Score: -4359413.500000 Penalty: 1573.583130
	Iteration 0F: 2 clusters Score -4359414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4333902.500000 Penalty: 3147.166260
	Iteration 0F: 3 clusters Score -4333902 nChanged 17904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -4344049.000000 Penalty: 3147.166260
	Iteration 1F: 3 clusters Score -4344049 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4344682.500000 Penalty: 3147.166260
	Iteration 2Q: 3 clusters Score -4344682 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4345357.500000 Penalty: 3147.166260
	Iteration 3Q: 3 clusters Score -4345358 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4345949.000000 Penalty: 3147.166260
	Iteration 4Q: 3 clusters Score -4345949 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4346515.500000 Penalty: 3147.166260
	Iteration 5Q: 3 clusters Score -4346516 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4347111.500000 Penalty: 3147.166260
	Iteration 6Q: 3 clusters Score -4347112 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4347702.000000 Penalty: 3147.166260
	Iteration 7Q: 3 clusters Score -4347702 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4348329.000000 Penalty: 3147.166260
	Iteration 8Q: 3 clusters Score -4348329 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4349039.500000 Penalty: 3147.166260
	Iteration 9Q: 3 clusters Score -4349040 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4349890.000000 Penalty: 3147.166260
	Iteration 10Q: 3 clusters Score -4349890 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4350800.500000 Penalty: 3147.166260
	Iteration 11Q: 3 clusters Score -4350800 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -4351687.000000 Penalty: 3147.166260
	Iteration 12Q: 3 clusters Score -4351687 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4352467.500000 Penalty: 3147.166260
	Iteration 13Q: 3 clusters Score -4352468 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -4353029.500000 Penalty: 3147.166260
	Iteration 14Q: 3 clusters Score -4353030 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4353460.000000 Penalty: 3147.166260
	Iteration 15Q: 3 clusters Score -4353460 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -4353878.500000 Penalty: 3147.166260
	Iteration 16Q: 3 clusters Score -4353878 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -4354267.500000 Penalty: 3147.166260
	Iteration 17Q: 3 clusters Score -4354268 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -4354659.500000 Penalty: 3147.166260
	Iteration 18Q: 3 clusters Score -4354660 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4355062.500000 Penalty: 3147.166260
	Iteration 19Q: 3 clusters Score -4355062 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4355454.500000 Penalty: 3147.166260
	Iteration 20F: 3 clusters Score -4355454 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -4355789.500000 Penalty: 3147.166260
	Iteration 21Q: 3 clusters Score -4355790 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -4356080.000000 Penalty: 3147.166260
	Iteration 22Q: 3 clusters Score -4356080 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -4356321.000000 Penalty: 3147.166260
	Iteration 23Q: 3 clusters Score -4356321 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -4356513.000000 Penalty: 3147.166260
	Iteration 24Q: 3 clusters Score -4356513 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4356665.000000 Penalty: 3147.166260
	Iteration 25Q: 3 clusters Score -4356665 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4356773.500000 Penalty: 3147.166260
	Iteration 26Q: 3 clusters Score -4356774 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4356887.000000 Penalty: 3147.166260
	Iteration 27Q: 3 clusters Score -4356887 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -4356981.500000 Penalty: 3147.166260
	Iteration 28Q: 3 clusters Score -4356982 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -4357059.500000 Penalty: 3147.166260
	Iteration 29Q: 3 clusters Score -4357060 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -4357153.000000 Penalty: 3147.166260
	Iteration 30Q: 3 clusters Score -4357153 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4357195.500000 Penalty: 3147.166260
	Iteration 31Q: 3 clusters Score -4357196 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -4357254.500000 Penalty: 3147.166260
	Iteration 32Q: 3 clusters Score -4357254 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4357316.000000 Penalty: 3147.166260
	Iteration 33Q: 3 clusters Score -4357316 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -4357361.000000 Penalty: 3147.166260
	Iteration 34Q: 3 clusters Score -4357361 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4357406.000000 Penalty: 3147.166260
	Iteration 35Q: 3 clusters Score -4357406 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4357450.500000 Penalty: 3147.166260
	Iteration 36Q: 3 clusters Score -4357450 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -4357490.000000 Penalty: 3147.166260
	Iteration 37Q: 3 clusters Score -4357490 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4357505.000000 Penalty: 3147.166260
	Iteration 38Q: 3 clusters Score -4357505 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4357551.000000 Penalty: 3147.166260
	Iteration 39Q: 3 clusters Score -4357551 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4357565.500000 Penalty: 3147.166260
	Iteration 40F: 3 clusters Score -4357566 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4357583.500000 Penalty: 3147.166260
	Iteration 41Q: 3 clusters Score -4357584 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -4357618.500000 Penalty: 3147.166260
	Iteration 42Q: 3 clusters Score -4357618 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4357642.500000 Penalty: 3147.166260
	Iteration 43Q: 3 clusters Score -4357642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4357676.000000 Penalty: 3147.166260
	Iteration 44Q: 3 clusters Score -4357676 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4357701.000000 Penalty: 3147.166260
	Iteration 45Q: 3 clusters Score -4357701 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4357735.000000 Penalty: 3147.166260
	Iteration 46Q: 3 clusters Score -4357735 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4357754.500000 Penalty: 3147.166260
	Iteration 47Q: 3 clusters Score -4357754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4357776.500000 Penalty: 3147.166260
	Iteration 48Q: 3 clusters Score -4357776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4357782.000000 Penalty: 3147.166260
	Iteration 49Q: 3 clusters Score -4357782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4357806.000000 Penalty: 3147.166260
	Iteration 50Q: 3 clusters Score -4357806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4357825.500000 Penalty: 3147.166260
	Iteration 51Q: 3 clusters Score -4357826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4357831.000000 Penalty: 3147.166260
	Iteration 52Q: 3 clusters Score -4357831 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4357848.000000 Penalty: 3147.166260
	Iteration 53Q: 3 clusters Score -4357848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4357854.000000 Penalty: 3147.166260
	Iteration 54Q: 3 clusters Score -4357854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4357859.000000 Penalty: 3147.166260
	Iteration 55Q: 3 clusters Score -4357859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4357866.000000 Penalty: 3147.166260
	Iteration 56Q: 3 clusters Score -4357866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4357886.500000 Penalty: 3147.166260
	Iteration 57Q: 3 clusters Score -4357886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4357912.000000 Penalty: 3147.166260
	Iteration 58Q: 3 clusters Score -4357912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4357909.000000 Penalty: 3147.166260
	Iteration 59Q: 3 clusters Score -4357909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4357921.500000 Penalty: 3147.166260
	Iteration 60F: 3 clusters Score -4357922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4357924.000000 Penalty: 3147.166260
	Iteration 61Q: 3 clusters Score -4357924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4357937.000000 Penalty: 3147.166260
	Iteration 62Q: 3 clusters Score -4357937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4357940.000000 Penalty: 3147.166260
	Iteration 63Q: 3 clusters Score -4357940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4357944.500000 Penalty: 3147.166260
	Iteration 64Q: 3 clusters Score -4357944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4357960.000000 Penalty: 3147.166260
	Iteration 65Q: 3 clusters Score -4357960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4357970.000000 Penalty: 3147.166260
	Iteration 66Q: 3 clusters Score -4357970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4357973.000000 Penalty: 3147.166260
	Iteration 67Q: 3 clusters Score -4357973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4357980.000000 Penalty: 3147.166260
	Iteration 68Q: 3 clusters Score -4357980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4357980.500000 Penalty: 3147.166260
	Iteration 69Q: 3 clusters Score -4357980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4357987.000000 Penalty: 3147.166260
	Iteration 70Q: 3 clusters Score -4357987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4358000.500000 Penalty: 3147.166260
	Iteration 71Q: 3 clusters Score -4358000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4357997.500000 Penalty: 3147.166260
	Iteration 72Q: 3 clusters Score -4357998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4358002.500000 Penalty: 3147.166260
	Iteration 73Q: 3 clusters Score -4358002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4358002.500000 Penalty: 3147.166260
	Iteration 74Q: 3 clusters Score -4358002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4358003.000000 Penalty: 3147.166260
	Iteration 75Q: 3 clusters Score -4358003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4358008.000000 Penalty: 3147.166260
	Iteration 76Q: 3 clusters Score -4358008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4358010.000000 Penalty: 3147.166260
	Iteration 77Q: 3 clusters Score -4358010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4358010.500000 Penalty: 3147.166260
	Iteration 78Q: 3 clusters Score -4358010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4358005.500000 Penalty: 3147.166260
	Iteration 79Q: 3 clusters Score -4358006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4358011.500000 Penalty: 3147.166260
	Iteration 80F: 3 clusters Score -4358012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4358012.000000 Penalty: 3147.166260
	Iteration 81Q: 3 clusters Score -4358012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4358009.000000 Penalty: 3147.166260
	Iteration 82Q: 3 clusters Score -4358009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4358011.000000 Penalty: 3147.166260
	Iteration 83Q: 3 clusters Score -4358011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4358011.000000 Penalty: 3147.166260
	Iteration 84Q: 3 clusters Score -4358011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4358010.500000 Penalty: 3147.166260
	Iteration 85Q: 3 clusters Score -4358010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4358012.500000 Penalty: 3147.166260
	Iteration 86Q: 3 clusters Score -4358012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4358023.000000 Penalty: 3147.166260
	Iteration 87Q: 3 clusters Score -4358023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4358021.500000 Penalty: 3147.166260
	Iteration 88Q: 3 clusters Score -4358022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4358024.500000 Penalty: 3147.166260
	Iteration 89Q: 3 clusters Score -4358024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4358033.000000 Penalty: 3147.166260
	Iteration 90Q: 3 clusters Score -4358033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4358040.500000 Penalty: 3147.166260
	Iteration 91Q: 3 clusters Score -4358040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4358040.500000 Penalty: 3147.166260
	Iteration 92Q: 3 clusters Score -4358040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4358047.000000 Penalty: 3147.166260
	Iteration 93Q: 3 clusters Score -4358047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4358046.500000 Penalty: 3147.166260
	Iteration 94Q: 3 clusters Score -4358046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4358040.000000 Penalty: 3147.166260
	Iteration 95Q: 3 clusters Score -4358040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4358045.500000 Penalty: 3147.166260
	Iteration 96Q: 3 clusters Score -4358046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4358042.000000 Penalty: 3147.166260
	Iteration 97Q: 3 clusters Score -4358042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4358041.500000 Penalty: 3147.166260
	Iteration 98Q: 3 clusters Score -4358042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4358054.500000 Penalty: 3147.166260
	Iteration 99Q: 3 clusters Score -4358054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4358048.000000 Penalty: 3147.166260
	Iteration 100F: 3 clusters Score -4358048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4358052.500000 Penalty: 3147.166260
	Iteration 101Q: 3 clusters Score -4358052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4358054.000000 Penalty: 3147.166260
	Iteration 102Q: 3 clusters Score -4358054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4358055.500000 Penalty: 3147.166260
	Iteration 103Q: 3 clusters Score -4358056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4358052.500000 Penalty: 3147.166260
	Iteration 104Q: 3 clusters Score -4358052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4358052.500000 Penalty: 3147.166260
	Iteration 105F: 3 clusters Score -4358052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -182797.296875 Penalty: 1109.520508
	Iteration 0F: 2 clusters Score -182797.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -181068.734375 Penalty: 2219.041016
	Iteration 0F: 3 clusters Score -181068.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -181470.187500 Penalty: 2219.041016
	Iteration 1F: 3 clusters Score -181470.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -181595.515625 Penalty: 2219.041016
	Iteration 2F: 3 clusters Score -181595.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181657.156250 Penalty: 2219.041016
	Iteration 3Q: 3 clusters Score -181657.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -181696.390625 Penalty: 2219.041016
	Iteration 4Q: 3 clusters Score -181696.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -181731.546875 Penalty: 2219.041016
	Iteration 5Q: 3 clusters Score -181731.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -181758.453125 Penalty: 2219.041016
	Iteration 6Q: 3 clusters Score -181758.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -181771.468750 Penalty: 2219.041016
	Iteration 7Q: 3 clusters Score -181771.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -181781.281250 Penalty: 2219.041016
	Iteration 8Q: 3 clusters Score -181781.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -181791.765625 Penalty: 2219.041016
	Iteration 9Q: 3 clusters Score -181791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -181798.671875 Penalty: 2219.041016
	Iteration 10Q: 3 clusters Score -181798.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -181807.000000 Penalty: 2219.041016
	Iteration 11Q: 3 clusters Score -181807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -181812.062500 Penalty: 2219.041016
	Iteration 12Q: 3 clusters Score -181812.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -181815.828125 Penalty: 2219.041016
	Iteration 13Q: 3 clusters Score -181815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -181819.125000 Penalty: 2219.041016
	Iteration 14Q: 3 clusters Score -181819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181821.625000 Penalty: 2219.041016
	Iteration 15Q: 3 clusters Score -181821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -181824.250000 Penalty: 2219.041016
	Iteration 16Q: 3 clusters Score -181824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -181825.609375 Penalty: 2219.041016
	Iteration 17Q: 3 clusters Score -181825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -181826.250000 Penalty: 2219.041016
	Iteration 18Q: 3 clusters Score -181826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -181827.843750 Penalty: 2219.041016
	Iteration 19Q: 3 clusters Score -181827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -181830.390625 Penalty: 2219.041016
	Iteration 20F: 3 clusters Score -181830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -181831.765625 Penalty: 2219.041016
	Iteration 21Q: 3 clusters Score -181831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -181833.640625 Penalty: 2219.041016
	Iteration 22Q: 3 clusters Score -181833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -181835.625000 Penalty: 2219.041016
	Iteration 23Q: 3 clusters Score -181835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -181836.718750 Penalty: 2219.041016
	Iteration 24Q: 3 clusters Score -181836.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -181836.718750 Penalty: 2219.041016
	Iteration 25F: 3 clusters Score -181836.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Entering Unmasked Estep 
Score: -3130185.000000 Penalty: 1523.466797
	Iteration 0F: 2 clusters Score -3130185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3111856.000000 Penalty: 3046.933594
	Iteration 0F: 3 clusters Score -3111856 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3118789.000000 Penalty: 3046.933594
	Iteration 1F: 3 clusters Score -3118789 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3119329.750000 Penalty: 3046.933594
	Iteration 2F: 3 clusters Score -3119330 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3119894.000000 Penalty: 3046.933594
	Iteration 3Q: 3 clusters Score -3119894 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -3120525.750000 Penalty: 3046.933594
	Iteration 4F: 3 clusters Score -3120526 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3121399.750000 Penalty: 3046.933594
	Iteration 5F: 3 clusters Score -3121400 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3122491.250000 Penalty: 3046.933594
	Iteration 6F: 3 clusters Score -3122491 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3123860.500000 Penalty: 3046.933594
	Iteration 7F: 3 clusters Score -3123860 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3125311.500000 Penalty: 3046.933594
	Iteration 8F: 3 clusters Score -3125312 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3126521.000000 Penalty: 3046.933594
	Iteration 9F: 3 clusters Score -3126521 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3127453.750000 Penalty: 3046.933594
	Iteration 10Q: 3 clusters Score -3127454 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3128075.500000 Penalty: 3046.933594
	Iteration 11Q: 3 clusters Score -3128076 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3128422.750000 Penalty: 3046.933594
	Iteration 12Q: 3 clusters Score -3128423 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3128639.500000 Penalty: 3046.933594
	Iteration 13Q: 3 clusters Score -3128640 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3128755.250000 Penalty: 3046.933594
	Iteration 14Q: 3 clusters Score -3128755 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3128838.750000 Penalty: 3046.933594
	Iteration 15Q: 3 clusters Score -3128839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3128877.000000 Penalty: 3046.933594
	Iteration 16Q: 3 clusters Score -3128877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3128916.000000 Penalty: 3046.933594
	Iteration 17Q: 3 clusters Score -3128916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3128933.500000 Penalty: 3046.933594
	Iteration 18Q: 3 clusters Score -3128934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3128953.750000 Penalty: 3046.933594
	Iteration 19Q: 3 clusters Score -3128954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3128964.000000 Penalty: 3046.933594
	Iteration 20F: 3 clusters Score -3128964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3128989.750000 Penalty: 3046.933594
	Iteration 21Q: 3 clusters Score -3128990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3128996.250000 Penalty: 3046.933594
	Iteration 22Q: 3 clusters Score -3128996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3129013.750000 Penalty: 3046.933594
	Iteration 23Q: 3 clusters Score -3129014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3129025.750000 Penalty: 3046.933594
	Iteration 24Q: 3 clusters Score -3129026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3129042.250000 Penalty: 3046.933594
	Iteration 25Q: 3 clusters Score -3129042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3129051.000000 Penalty: 3046.933594
	Iteration 26Q: 3 clusters Score -3129051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3129054.000000 Penalty: 3046.933594
	Iteration 27Q: 3 clusters Score -3129054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3129056.250000 Penalty: 3046.933594
	Iteration 28Q: 3 clusters Score -3129056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3129062.250000 Penalty: 3046.933594
	Iteration 29Q: 3 clusters Score -3129062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3129060.750000 Penalty: 3046.933594
	Iteration 30Q: 3 clusters Score -3129061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3129064.000000 Penalty: 3046.933594
	Iteration 31Q: 3 clusters Score -3129064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3129066.500000 Penalty: 3046.933594
	Iteration 32Q: 3 clusters Score -3129066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3129070.000000 Penalty: 3046.933594
	Iteration 33Q: 3 clusters Score -3129070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3129074.750000 Penalty: 3046.933594
	Iteration 34Q: 3 clusters Score -3129075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3129074.750000 Penalty: 3046.933594
	Iteration 35Q: 3 clusters Score -3129075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3129074.000000 Penalty: 3046.933594
	Iteration 36Q: 3 clusters Score -3129074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3129077.750000 Penalty: 3046.933594
	Iteration 37Q: 3 clusters Score -3129078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3129078.000000 Penalty: 3046.933594
	Iteration 38Q: 3 clusters Score -3129078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3129076.000000 Penalty: 3046.933594
	Iteration 39Q: 3 clusters Score -3129076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3129076.000000 Penalty: 3046.933594
	Iteration 40F: 3 clusters Score -3129076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Entering Unmasked Estep 
Score: -4464958.500000 Penalty: 1578.539551
	Iteration 0F: 2 clusters Score -4464958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -4438503.500000 Penalty: 3157.079102
	Iteration 0F: 3 clusters Score -4438504 nChanged 18635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4449051.500000 Penalty: 3157.079102
	Iteration 1F: 3 clusters Score -4449052 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4449830.500000 Penalty: 3157.079102
	Iteration 2F: 3 clusters Score -4449830 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4450832.500000 Penalty: 3157.079102
	Iteration 3F: 3 clusters Score -4450832 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -4451834.000000 Penalty: 3157.079102
	Iteration 4F: 3 clusters Score -4451834 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4452898.000000 Penalty: 3157.079102
	Iteration 5F: 3 clusters Score -4452898 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -4454177.000000 Penalty: 3157.079102
	Iteration 6F: 3 clusters Score -4454177 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4455469.500000 Penalty: 3157.079102
	Iteration 7F: 3 clusters Score -4455470 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -4456923.500000 Penalty: 3157.079102
	Iteration 8F: 3 clusters Score -4456924 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4458500.000000 Penalty: 3157.079102
	Iteration 9F: 3 clusters Score -4458500 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4460078.500000 Penalty: 3157.079102
	Iteration 10Q: 3 clusters Score -4460078 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4461496.500000 Penalty: 3157.079102
	Iteration 11Q: 3 clusters Score -4461496 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4462517.500000 Penalty: 3157.079102
	Iteration 12Q: 3 clusters Score -4462518 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4463092.000000 Penalty: 3157.079102
	Iteration 13Q: 3 clusters Score -4463092 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4463339.000000 Penalty: 3157.079102
	Iteration 14Q: 3 clusters Score -4463339 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4463498.000000 Penalty: 3157.079102
	Iteration 15Q: 3 clusters Score -4463498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4463575.000000 Penalty: 3157.079102
	Iteration 16Q: 3 clusters Score -4463575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4463613.500000 Penalty: 3157.079102
	Iteration 17Q: 3 clusters Score -4463614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4463649.500000 Penalty: 3157.079102
	Iteration 18Q: 3 clusters Score -4463650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4463667.000000 Penalty: 3157.079102
	Iteration 19Q: 3 clusters Score -4463667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4463677.500000 Penalty: 3157.079102
	Iteration 20F: 3 clusters Score -4463678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4463691.500000 Penalty: 3157.079102
	Iteration 21Q: 3 clusters Score -4463692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4463691.500000 Penalty: 3157.079102
	Iteration 22Q: 3 clusters Score -4463692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4463694.000000 Penalty: 3157.079102
	Iteration 23Q: 3 clusters Score -4463694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4463694.000000 Penalty: 3157.079102
	Iteration 24Q: 3 clusters Score -4463694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4463703.000000 Penalty: 3157.079102
	Iteration 25Q: 3 clusters Score -4463703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4463701.000000 Penalty: 3157.079102
	Iteration 26Q: 3 clusters Score -4463701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4463701.500000 Penalty: 3157.079102
	Iteration 27Q: 3 clusters Score -4463702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4463699.000000 Penalty: 3157.079102
	Iteration 28Q: 3 clusters Score -4463699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4463700.000000 Penalty: 3157.079102
	Iteration 29Q: 3 clusters Score -4463700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4463703.500000 Penalty: 3157.079102
	Iteration 30Q: 3 clusters Score -4463704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4463705.500000 Penalty: 3157.079102
	Iteration 31Q: 3 clusters Score -4463706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4463704.500000 Penalty: 3157.079102
	Iteration 32Q: 3 clusters Score -4463704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4463718.000000 Penalty: 3157.079102
	Iteration 33Q: 3 clusters Score -4463718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4463717.000000 Penalty: 3157.079102
	Iteration 34Q: 3 clusters Score -4463717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4463720.000000 Penalty: 3157.079102
	Iteration 35Q: 3 clusters Score -4463720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4463720.500000 Penalty: 3157.079102
	Iteration 36Q: 3 clusters Score -4463720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4463724.500000 Penalty: 3157.079102
	Iteration 37Q: 3 clusters Score -4463724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4463724.500000 Penalty: 3157.079102
	Iteration 38F: 3 clusters Score -4463724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106880 members 
Entering Unmasked Estep 
Score: -11651266.000000 Penalty: 1723.024048
	Iteration 0F: 2 clusters Score -1.165127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -11581203.000000 Penalty: 3446.048096
	Iteration 0F: 3 clusters Score -1.15812e+07 nChanged 50628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -11610349.000000 Penalty: 3446.048096
	Iteration 1F: 3 clusters Score -1.161035e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -11611412.000000 Penalty: 3446.048096
	Iteration 2Q: 3 clusters Score -1.161141e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -11612918.000000 Penalty: 3446.048096
	Iteration 3Q: 3 clusters Score -1.161292e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -11614941.000000 Penalty: 3446.048096
	Iteration 4Q: 3 clusters Score -1.161494e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -11618198.000000 Penalty: 3446.048096
	Iteration 5F: 3 clusters Score -1.16182e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -11622992.000000 Penalty: 3446.048096
	Iteration 6F: 3 clusters Score -1.162299e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -11629599.000000 Penalty: 3446.048096
	Iteration 7F: 3 clusters Score -1.16296e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -11636631.000000 Penalty: 3446.048096
	Iteration 8F: 3 clusters Score -1.163663e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98653 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -11642587.000000 Penalty: 3446.048096
	Iteration 9F: 3 clusters Score -1.164259e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102899 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -11646342.000000 Penalty: 3446.048096
	Iteration 10Q: 3 clusters Score -1.164634e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105119 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -11648386.000000 Penalty: 3446.048096
	Iteration 11Q: 3 clusters Score -1.164839e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106068 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11649326.000000 Penalty: 3446.048096
	Iteration 12Q: 3 clusters Score -1.164933e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106406 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11649684.000000 Penalty: 3446.048096
	Iteration 13Q: 3 clusters Score -1.164968e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11649811.000000 Penalty: 3446.048096
	Iteration 14Q: 3 clusters Score -1.164981e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11649852.000000 Penalty: 3446.048096
	Iteration 15Q: 3 clusters Score -1.164985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11649889.000000 Penalty: 3446.048096
	Iteration 16Q: 3 clusters Score -1.164989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106594 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11649913.000000 Penalty: 3446.048096
	Iteration 17Q: 3 clusters Score -1.164991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11649930.000000 Penalty: 3446.048096
	Iteration 18Q: 3 clusters Score -1.164993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106605 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11649935.000000 Penalty: 3446.048096
	Iteration 19Q: 3 clusters Score -1.164994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11649930.000000 Penalty: 3446.048096
	Iteration 20F: 3 clusters Score -1.164993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11649940.000000 Penalty: 3446.048096
	Iteration 21Q: 3 clusters Score -1.164994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11649950.000000 Penalty: 3446.048096
	Iteration 22Q: 3 clusters Score -1.164995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106616 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11649950.000000 Penalty: 3446.048096
	Iteration 23Q: 3 clusters Score -1.164995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11649947.000000 Penalty: 3446.048096
	Iteration 24Q: 3 clusters Score -1.164995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11649947.000000 Penalty: 3446.048096
	Iteration 25F: 3 clusters Score -1.164995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Entering Unmasked Estep 
Score: -4511044.500000 Penalty: 1577.195312
	Iteration 0F: 2 clusters Score -4511044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4484953.500000 Penalty: 3154.390625
	Iteration 0F: 3 clusters Score -4484954 nChanged 18377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4495317.000000 Penalty: 3154.390625
	Iteration 1F: 3 clusters Score -4495317 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4496282.500000 Penalty: 3154.390625
	Iteration 2F: 3 clusters Score -4496282 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4497467.000000 Penalty: 3154.390625
	Iteration 3F: 3 clusters Score -4497467 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4498873.000000 Penalty: 3154.390625
	Iteration 4F: 3 clusters Score -4498873 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -4500346.500000 Penalty: 3154.390625
	Iteration 5F: 3 clusters Score -4500346 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -4501695.500000 Penalty: 3154.390625
	Iteration 6F: 3 clusters Score -4501696 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -4502693.000000 Penalty: 3154.390625
	Iteration 7F: 3 clusters Score -4502693 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4503528.500000 Penalty: 3154.390625
	Iteration 8Q: 3 clusters Score -4503528 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -4504337.000000 Penalty: 3154.390625
	Iteration 9Q: 3 clusters Score -4504337 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4505101.000000 Penalty: 3154.390625
	Iteration 10Q: 3 clusters Score -4505101 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -4505852.000000 Penalty: 3154.390625
	Iteration 11Q: 3 clusters Score -4505852 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4506594.500000 Penalty: 3154.390625
	Iteration 12Q: 3 clusters Score -4506594 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4507284.000000 Penalty: 3154.390625
	Iteration 13Q: 3 clusters Score -4507284 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4507928.500000 Penalty: 3154.390625
	Iteration 14Q: 3 clusters Score -4507928 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4508419.500000 Penalty: 3154.390625
	Iteration 15Q: 3 clusters Score -4508420 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4508799.500000 Penalty: 3154.390625
	Iteration 16Q: 3 clusters Score -4508800 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4509050.500000 Penalty: 3154.390625
	Iteration 17Q: 3 clusters Score -4509050 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4509265.000000 Penalty: 3154.390625
	Iteration 18Q: 3 clusters Score -4509265 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4509430.500000 Penalty: 3154.390625
	Iteration 19Q: 3 clusters Score -4509430 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4509542.500000 Penalty: 3154.390625
	Iteration 20F: 3 clusters Score -4509542 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4509604.500000 Penalty: 3154.390625
	Iteration 21Q: 3 clusters Score -4509604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4509656.500000 Penalty: 3154.390625
	Iteration 22Q: 3 clusters Score -4509656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4509686.000000 Penalty: 3154.390625
	Iteration 23Q: 3 clusters Score -4509686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4509714.000000 Penalty: 3154.390625
	Iteration 24Q: 3 clusters Score -4509714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4509722.000000 Penalty: 3154.390625
	Iteration 25Q: 3 clusters Score -4509722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4509742.000000 Penalty: 3154.390625
	Iteration 26Q: 3 clusters Score -4509742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4509749.500000 Penalty: 3154.390625
	Iteration 27Q: 3 clusters Score -4509750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4509755.000000 Penalty: 3154.390625
	Iteration 28Q: 3 clusters Score -4509755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4509757.000000 Penalty: 3154.390625
	Iteration 29Q: 3 clusters Score -4509757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4509762.000000 Penalty: 3154.390625
	Iteration 30Q: 3 clusters Score -4509762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4509763.500000 Penalty: 3154.390625
	Iteration 31Q: 3 clusters Score -4509764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4509763.500000 Penalty: 3154.390625
	Iteration 32F: 3 clusters Score -4509764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Entering Unmasked Estep 
Score: -3326275.000000 Penalty: 1533.634521
	Iteration 0F: 2 clusters Score -3326275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3306692.000000 Penalty: 3067.269043
	Iteration 0F: 3 clusters Score -3306692 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3314024.500000 Penalty: 3067.269043
	Iteration 1F: 3 clusters Score -3314024 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3314571.000000 Penalty: 3067.269043
	Iteration 2Q: 3 clusters Score -3314571 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3315099.250000 Penalty: 3067.269043
	Iteration 3Q: 3 clusters Score -3315099 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3315705.750000 Penalty: 3067.269043
	Iteration 4Q: 3 clusters Score -3315706 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3316455.750000 Penalty: 3067.269043
	Iteration 5F: 3 clusters Score -3316456 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3317382.250000 Penalty: 3067.269043
	Iteration 6F: 3 clusters Score -3317382 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3318358.500000 Penalty: 3067.269043
	Iteration 7F: 3 clusters Score -3318358 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3319249.250000 Penalty: 3067.269043
	Iteration 8F: 3 clusters Score -3319249 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3320060.750000 Penalty: 3067.269043
	Iteration 9Q: 3 clusters Score -3320061 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3320833.750000 Penalty: 3067.269043
	Iteration 10Q: 3 clusters Score -3320834 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3321577.500000 Penalty: 3067.269043
	Iteration 11Q: 3 clusters Score -3321578 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3322282.750000 Penalty: 3067.269043
	Iteration 12Q: 3 clusters Score -3322283 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3322957.250000 Penalty: 3067.269043
	Iteration 13Q: 3 clusters Score -3322957 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3323484.000000 Penalty: 3067.269043
	Iteration 14Q: 3 clusters Score -3323484 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3323878.250000 Penalty: 3067.269043
	Iteration 15Q: 3 clusters Score -3323878 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3324207.000000 Penalty: 3067.269043
	Iteration 16Q: 3 clusters Score -3324207 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3324426.000000 Penalty: 3067.269043
	Iteration 17Q: 3 clusters Score -3324426 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3324582.250000 Penalty: 3067.269043
	Iteration 18Q: 3 clusters Score -3324582 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -3324705.000000 Penalty: 3067.269043
	Iteration 19Q: 3 clusters Score -3324705 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3324794.750000 Penalty: 3067.269043
	Iteration 20F: 3 clusters Score -3324795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3324865.000000 Penalty: 3067.269043
	Iteration 21Q: 3 clusters Score -3324865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3324906.250000 Penalty: 3067.269043
	Iteration 22Q: 3 clusters Score -3324906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -3324936.500000 Penalty: 3067.269043
	Iteration 23Q: 3 clusters Score -3324936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -3324963.500000 Penalty: 3067.269043
	Iteration 24Q: 3 clusters Score -3324964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3324974.750000 Penalty: 3067.269043
	Iteration 25Q: 3 clusters Score -3324975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -3325002.000000 Penalty: 3067.269043
	Iteration 26Q: 3 clusters Score -3325002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3325003.000000 Penalty: 3067.269043
	Iteration 27Q: 3 clusters Score -3325003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3325013.250000 Penalty: 3067.269043
	Iteration 28Q: 3 clusters Score -3325013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -3325021.250000 Penalty: 3067.269043
	Iteration 29Q: 3 clusters Score -3325021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3325022.500000 Penalty: 3067.269043
	Iteration 30Q: 3 clusters Score -3325022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3325022.500000 Penalty: 3067.269043
	Iteration 31F: 3 clusters Score -3325022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Entering Unmasked Estep 
Score: -2245625.250000 Penalty: 1489.241455
	Iteration 0F: 2 clusters Score -2245625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2231098.000000 Penalty: 2978.482910
	Iteration 0F: 3 clusters Score -2231098 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2236492.500000 Penalty: 2978.482910
	Iteration 1F: 3 clusters Score -2236492 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2236964.250000 Penalty: 2978.482910
	Iteration 2F: 3 clusters Score -2236964 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2237344.000000 Penalty: 2978.482910
	Iteration 3Q: 3 clusters Score -2237344 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2237661.750000 Penalty: 2978.482910
	Iteration 4Q: 3 clusters Score -2237662 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2237988.000000 Penalty: 2978.482910
	Iteration 5Q: 3 clusters Score -2237988 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2238332.250000 Penalty: 2978.482910
	Iteration 6Q: 3 clusters Score -2238332 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2238737.750000 Penalty: 2978.482910
	Iteration 7Q: 3 clusters Score -2238738 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2239252.750000 Penalty: 2978.482910
	Iteration 8Q: 3 clusters Score -2239253 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2239914.250000 Penalty: 2978.482910
	Iteration 9Q: 3 clusters Score -2239914 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2240797.750000 Penalty: 2978.482910
	Iteration 10F: 3 clusters Score -2240798 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2241801.000000 Penalty: 2978.482910
	Iteration 11F: 3 clusters Score -2241801 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2242747.000000 Penalty: 2978.482910
	Iteration 12F: 3 clusters Score -2242747 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2243479.000000 Penalty: 2978.482910
	Iteration 13Q: 3 clusters Score -2243479 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2243936.000000 Penalty: 2978.482910
	Iteration 14Q: 3 clusters Score -2243936 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2244187.250000 Penalty: 2978.482910
	Iteration 15Q: 3 clusters Score -2244187 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2244330.250000 Penalty: 2978.482910
	Iteration 16Q: 3 clusters Score -2244330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2244406.250000 Penalty: 2978.482910
	Iteration 17Q: 3 clusters Score -2244406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2244448.250000 Penalty: 2978.482910
	Iteration 18Q: 3 clusters Score -2244448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2244488.500000 Penalty: 2978.482910
	Iteration 19Q: 3 clusters Score -2244488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2244518.250000 Penalty: 2978.482910
	Iteration 20F: 3 clusters Score -2244518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2244525.750000 Penalty: 2978.482910
	Iteration 21Q: 3 clusters Score -2244526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2244531.250000 Penalty: 2978.482910
	Iteration 22Q: 3 clusters Score -2244531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2244540.000000 Penalty: 2978.482910
	Iteration 23Q: 3 clusters Score -2244540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2244551.500000 Penalty: 2978.482910
	Iteration 24Q: 3 clusters Score -2244552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2244558.500000 Penalty: 2978.482910
	Iteration 25Q: 3 clusters Score -2244558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2244561.750000 Penalty: 2978.482910
	Iteration 26Q: 3 clusters Score -2244562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2244560.000000 Penalty: 2978.482910
	Iteration 27Q: 3 clusters Score -2244560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2244562.250000 Penalty: 2978.482910
	Iteration 28Q: 3 clusters Score -2244562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2244563.500000 Penalty: 2978.482910
	Iteration 29Q: 3 clusters Score -2244564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2244568.500000 Penalty: 2978.482910
	Iteration 30Q: 3 clusters Score -2244568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2244572.500000 Penalty: 2978.482910
	Iteration 31Q: 3 clusters Score -2244572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2244578.750000 Penalty: 2978.482910
	Iteration 32Q: 3 clusters Score -2244579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2244581.000000 Penalty: 2978.482910
	Iteration 33Q: 3 clusters Score -2244581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2244586.250000 Penalty: 2978.482910
	Iteration 34Q: 3 clusters Score -2244586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2244586.250000 Penalty: 2978.482910
	Iteration 35F: 3 clusters Score -2244586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Entering Unmasked Estep 
Score: -1991592.375000 Penalty: 1457.040894
	Iteration 0F: 2 clusters Score -1991592 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 8984 members 
Entering Unmasked Estep 
Score: -1979885.250000 Penalty: 2914.081787
	Iteration 0F: 3 clusters Score -1979885 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1984016.250000 Penalty: 2914.081787
	Iteration 1F: 3 clusters Score -1984016 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1984492.500000 Penalty: 2914.081787
	Iteration 2F: 3 clusters Score -1984492 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1984942.625000 Penalty: 2914.081787
	Iteration 3F: 3 clusters Score -1984943 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1985462.875000 Penalty: 2914.081787
	Iteration 4F: 3 clusters Score -1985463 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1986064.000000 Penalty: 2914.081787
	Iteration 5F: 3 clusters Score -1986064 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1986727.875000 Penalty: 2914.081787
	Iteration 6F: 3 clusters Score -1986728 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1987384.500000 Penalty: 2914.081787
	Iteration 7F: 3 clusters Score -1987384 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1987930.625000 Penalty: 2914.081787
	Iteration 8Q: 3 clusters Score -1987931 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1988406.125000 Penalty: 2914.081787
	Iteration 9Q: 3 clusters Score -1988406 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1988804.250000 Penalty: 2914.081787
	Iteration 10Q: 3 clusters Score -1988804 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1989116.625000 Penalty: 2914.081787
	Iteration 11Q: 3 clusters Score -1989117 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1989387.500000 Penalty: 2914.081787
	Iteration 12Q: 3 clusters Score -1989388 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1989619.375000 Penalty: 2914.081787
	Iteration 13Q: 3 clusters Score -1989619 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1989816.875000 Penalty: 2914.081787
	Iteration 14Q: 3 clusters Score -1989817 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1989965.500000 Penalty: 2914.081787
	Iteration 15Q: 3 clusters Score -1989966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -1990072.875000 Penalty: 2914.081787
	Iteration 16Q: 3 clusters Score -1990073 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1990150.875000 Penalty: 2914.081787
	Iteration 17Q: 3 clusters Score -1990151 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1990207.625000 Penalty: 2914.081787
	Iteration 18Q: 3 clusters Score -1990208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1990260.250000 Penalty: 2914.081787
	Iteration 19Q: 3 clusters Score -1990260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1990290.625000 Penalty: 2914.081787
	Iteration 20F: 3 clusters Score -1990291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1990322.875000 Penalty: 2914.081787
	Iteration 21Q: 3 clusters Score -1990323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1990349.500000 Penalty: 2914.081787
	Iteration 22Q: 3 clusters Score -1990350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1990369.750000 Penalty: 2914.081787
	Iteration 23Q: 3 clusters Score -1990370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1990388.500000 Penalty: 2914.081787
	Iteration 24Q: 3 clusters Score -1990388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1990397.500000 Penalty: 2914.081787
	Iteration 25Q: 3 clusters Score -1990398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1990403.625000 Penalty: 2914.081787
	Iteration 26Q: 3 clusters Score -1990404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1990411.625000 Penalty: 2914.081787
	Iteration 27Q: 3 clusters Score -1990412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1990416.125000 Penalty: 2914.081787
	Iteration 28Q: 3 clusters Score -1990416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1990418.125000 Penalty: 2914.081787
	Iteration 29Q: 3 clusters Score -1990418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1990430.375000 Penalty: 2914.081787
	Iteration 30Q: 3 clusters Score -1990430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1990433.000000 Penalty: 2914.081787
	Iteration 31Q: 3 clusters Score -1990433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1990441.000000 Penalty: 2914.081787
	Iteration 32Q: 3 clusters Score -1990441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1990444.375000 Penalty: 2914.081787
	Iteration 33Q: 3 clusters Score -1990444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1990447.250000 Penalty: 2914.081787
	Iteration 34Q: 3 clusters Score -1990447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1990451.500000 Penalty: 2914.081787
	Iteration 35Q: 3 clusters Score -1990452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1990456.375000 Penalty: 2914.081787
	Iteration 36Q: 3 clusters Score -1990456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1990454.375000 Penalty: 2914.081787
	Iteration 37Q: 3 clusters Score -1990454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1990454.375000 Penalty: 2914.081787
	Iteration 38F: 3 clusters Score -1990454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -251859.015625 Penalty: 1158.143799
	Iteration 0F: 2 clusters Score -251859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -249807.890625 Penalty: 2316.287598
	Iteration 0F: 3 clusters Score -249807.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -250387.187500 Penalty: 2316.287598
	Iteration 1F: 3 clusters Score -250387.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -250545.546875 Penalty: 2316.287598
	Iteration 2F: 3 clusters Score -250545.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -250671.718750 Penalty: 2316.287598
	Iteration 3F: 3 clusters Score -250671.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -250766.312500 Penalty: 2316.287598
	Iteration 4Q: 3 clusters Score -250766.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -250817.796875 Penalty: 2316.287598
	Iteration 5Q: 3 clusters Score -250817.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -250865.750000 Penalty: 2316.287598
	Iteration 6Q: 3 clusters Score -250865.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -250910.125000 Penalty: 2316.287598
	Iteration 7Q: 3 clusters Score -250910.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -250949.093750 Penalty: 2316.287598
	Iteration 8Q: 3 clusters Score -250949.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -250978.703125 Penalty: 2316.287598
	Iteration 9Q: 3 clusters Score -250978.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -251006.203125 Penalty: 2316.287598
	Iteration 10Q: 3 clusters Score -251006.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -251028.875000 Penalty: 2316.287598
	Iteration 11Q: 3 clusters Score -251028.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -251047.656250 Penalty: 2316.287598
	Iteration 12Q: 3 clusters Score -251047.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -251060.484375 Penalty: 2316.287598
	Iteration 13Q: 3 clusters Score -251060.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -251071.015625 Penalty: 2316.287598
	Iteration 14Q: 3 clusters Score -251071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -251081.015625 Penalty: 2316.287598
	Iteration 15Q: 3 clusters Score -251081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -251090.531250 Penalty: 2316.287598
	Iteration 16Q: 3 clusters Score -251090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -251098.890625 Penalty: 2316.287598
	Iteration 17Q: 3 clusters Score -251098.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -251105.750000 Penalty: 2316.287598
	Iteration 18Q: 3 clusters Score -251105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -251115.687500 Penalty: 2316.287598
	Iteration 19Q: 3 clusters Score -251115.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -251124.906250 Penalty: 2316.287598
	Iteration 20F: 3 clusters Score -251124.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -251134.937500 Penalty: 2316.287598
	Iteration 21Q: 3 clusters Score -251134.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -251141.640625 Penalty: 2316.287598
	Iteration 22Q: 3 clusters Score -251141.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -251149.984375 Penalty: 2316.287598
	Iteration 23Q: 3 clusters Score -251150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -251157.343750 Penalty: 2316.287598
	Iteration 24Q: 3 clusters Score -251157.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -251161.375000 Penalty: 2316.287598
	Iteration 25Q: 3 clusters Score -251161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -251165.468750 Penalty: 2316.287598
	Iteration 26Q: 3 clusters Score -251165.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -251169.062500 Penalty: 2316.287598
	Iteration 27Q: 3 clusters Score -251169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -251171.625000 Penalty: 2316.287598
	Iteration 28Q: 3 clusters Score -251171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -251176.531250 Penalty: 2316.287598
	Iteration 29Q: 3 clusters Score -251176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -251178.734375 Penalty: 2316.287598
	Iteration 30Q: 3 clusters Score -251178.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -251182.125000 Penalty: 2316.287598
	Iteration 31Q: 3 clusters Score -251182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -251186.562500 Penalty: 2316.287598
	Iteration 32Q: 3 clusters Score -251186.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -251191.140625 Penalty: 2316.287598
	Iteration 33Q: 3 clusters Score -251191.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -251197.875000 Penalty: 2316.287598
	Iteration 34Q: 3 clusters Score -251197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -251205.484375 Penalty: 2316.287598
	Iteration 35Q: 3 clusters Score -251205.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -251212.750000 Penalty: 2316.287598
	Iteration 36Q: 3 clusters Score -251212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -251216.812500 Penalty: 2316.287598
	Iteration 37Q: 3 clusters Score -251216.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -251220.078125 Penalty: 2316.287598
	Iteration 38Q: 3 clusters Score -251220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -251221.343750 Penalty: 2316.287598
	Iteration 39Q: 3 clusters Score -251221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -251221.546875 Penalty: 2316.287598
	Iteration 40F: 3 clusters Score -251221.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -251223.218750 Penalty: 2316.287598
	Iteration 41Q: 3 clusters Score -251223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -251223.968750 Penalty: 2316.287598
	Iteration 42Q: 3 clusters Score -251224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -251225.875000 Penalty: 2316.287598
	Iteration 43Q: 3 clusters Score -251225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -251227.234375 Penalty: 2316.287598
	Iteration 44Q: 3 clusters Score -251227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -251228.703125 Penalty: 2316.287598
	Iteration 45Q: 3 clusters Score -251228.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -251229.312500 Penalty: 2316.287598
	Iteration 46Q: 3 clusters Score -251229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -251231.296875 Penalty: 2316.287598
	Iteration 47Q: 3 clusters Score -251231.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -251234.046875 Penalty: 2316.287598
	Iteration 48Q: 3 clusters Score -251234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -251235.609375 Penalty: 2316.287598
	Iteration 49Q: 3 clusters Score -251235.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -251237.734375 Penalty: 2316.287598
	Iteration 50Q: 3 clusters Score -251237.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -251239.875000 Penalty: 2316.287598
	Iteration 51Q: 3 clusters Score -251239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -251241.718750 Penalty: 2316.287598
	Iteration 52Q: 3 clusters Score -251241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -251243.500000 Penalty: 2316.287598
	Iteration 53Q: 3 clusters Score -251243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -251245.078125 Penalty: 2316.287598
	Iteration 54Q: 3 clusters Score -251245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -251246.375000 Penalty: 2316.287598
	Iteration 55Q: 3 clusters Score -251246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -251249.093750 Penalty: 2316.287598
	Iteration 56Q: 3 clusters Score -251249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -251252.609375 Penalty: 2316.287598
	Iteration 57Q: 3 clusters Score -251252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -251254.187500 Penalty: 2316.287598
	Iteration 58Q: 3 clusters Score -251254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -251258.515625 Penalty: 2316.287598
	Iteration 59Q: 3 clusters Score -251258.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -251262.328125 Penalty: 2316.287598
	Iteration 60F: 3 clusters Score -251262.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -251267.656250 Penalty: 2316.287598
	Iteration 61Q: 3 clusters Score -251267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -251273.468750 Penalty: 2316.287598
	Iteration 62Q: 3 clusters Score -251273.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -251283.718750 Penalty: 2316.287598
	Iteration 63Q: 3 clusters Score -251283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -251293.687500 Penalty: 2316.287598
	Iteration 64Q: 3 clusters Score -251293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -251305.078125 Penalty: 2316.287598
	Iteration 65Q: 3 clusters Score -251305.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -251316.140625 Penalty: 2316.287598
	Iteration 66Q: 3 clusters Score -251316.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -251330.921875 Penalty: 2316.287598
	Iteration 67Q: 3 clusters Score -251330.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -251342.140625 Penalty: 2316.287598
	Iteration 68Q: 3 clusters Score -251342.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -251355.187500 Penalty: 2316.287598
	Iteration 69Q: 3 clusters Score -251355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -251363.671875 Penalty: 2316.287598
	Iteration 70Q: 3 clusters Score -251363.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -251374.734375 Penalty: 2316.287598
	Iteration 71Q: 3 clusters Score -251374.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -251387.296875 Penalty: 2316.287598
	Iteration 72Q: 3 clusters Score -251387.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -251396.203125 Penalty: 2316.287598
	Iteration 73Q: 3 clusters Score -251396.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -251407.921875 Penalty: 2316.287598
	Iteration 74Q: 3 clusters Score -251407.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -251415.703125 Penalty: 2316.287598
	Iteration 75Q: 3 clusters Score -251415.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -251426.328125 Penalty: 2316.287598
	Iteration 76Q: 3 clusters Score -251426.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -251435.078125 Penalty: 2316.287598
	Iteration 77Q: 3 clusters Score -251435.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -251443.046875 Penalty: 2316.287598
	Iteration 78Q: 3 clusters Score -251443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -251451.312500 Penalty: 2316.287598
	Iteration 79Q: 3 clusters Score -251451.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -251460.421875 Penalty: 2316.287598
	Iteration 80F: 3 clusters Score -251460.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -251466.328125 Penalty: 2316.287598
	Iteration 81Q: 3 clusters Score -251466.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -251474.218750 Penalty: 2316.287598
	Iteration 82Q: 3 clusters Score -251474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -251479.640625 Penalty: 2316.287598
	Iteration 83Q: 3 clusters Score -251479.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -251488.171875 Penalty: 2316.287598
	Iteration 84Q: 3 clusters Score -251488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -251500.000000 Penalty: 2316.287598
	Iteration 85Q: 3 clusters Score -251500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -251509.359375 Penalty: 2316.287598
	Iteration 86Q: 3 clusters Score -251509.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -251521.109375 Penalty: 2316.287598
	Iteration 87Q: 3 clusters Score -251521.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -251529.625000 Penalty: 2316.287598
	Iteration 88Q: 3 clusters Score -251529.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -251540.937500 Penalty: 2316.287598
	Iteration 89Q: 3 clusters Score -251540.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -251553.984375 Penalty: 2316.287598
	Iteration 90Q: 3 clusters Score -251554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -251559.593750 Penalty: 2316.287598
	Iteration 91Q: 3 clusters Score -251559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -251564.359375 Penalty: 2316.287598
	Iteration 92Q: 3 clusters Score -251564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -251567.281250 Penalty: 2316.287598
	Iteration 93Q: 3 clusters Score -251567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -251568.437500 Penalty: 2316.287598
	Iteration 94Q: 3 clusters Score -251568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -251568.437500 Penalty: 2316.287598
	Iteration 95F: 3 clusters Score -251568.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Entering Unmasked Estep 
Score: -1291087.375000 Penalty: 1397.590942
	Iteration 0F: 2 clusters Score -1291087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1283073.000000 Penalty: 2795.181885
	Iteration 0F: 3 clusters Score -1283073 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1285790.500000 Penalty: 2795.181885
	Iteration 1F: 3 clusters Score -1285790 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1286159.750000 Penalty: 2795.181885
	Iteration 2F: 3 clusters Score -1286160 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1286479.250000 Penalty: 2795.181885
	Iteration 3F: 3 clusters Score -1286479 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1286803.250000 Penalty: 2795.181885
	Iteration 4F: 3 clusters Score -1286803 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1287158.250000 Penalty: 2795.181885
	Iteration 5Q: 3 clusters Score -1287158 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1287585.250000 Penalty: 2795.181885
	Iteration 6F: 3 clusters Score -1287585 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1288041.625000 Penalty: 2795.181885
	Iteration 7F: 3 clusters Score -1288042 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1288454.500000 Penalty: 2795.181885
	Iteration 8Q: 3 clusters Score -1288454 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1288818.875000 Penalty: 2795.181885
	Iteration 9Q: 3 clusters Score -1288819 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1289129.000000 Penalty: 2795.181885
	Iteration 10Q: 3 clusters Score -1289129 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1289379.875000 Penalty: 2795.181885
	Iteration 11Q: 3 clusters Score -1289380 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1289582.750000 Penalty: 2795.181885
	Iteration 12Q: 3 clusters Score -1289583 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1289713.250000 Penalty: 2795.181885
	Iteration 13Q: 3 clusters Score -1289713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1289807.875000 Penalty: 2795.181885
	Iteration 14Q: 3 clusters Score -1289808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1289869.875000 Penalty: 2795.181885
	Iteration 15Q: 3 clusters Score -1289870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1289914.375000 Penalty: 2795.181885
	Iteration 16Q: 3 clusters Score -1289914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1289948.375000 Penalty: 2795.181885
	Iteration 17Q: 3 clusters Score -1289948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1289965.500000 Penalty: 2795.181885
	Iteration 18Q: 3 clusters Score -1289966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1289983.125000 Penalty: 2795.181885
	Iteration 19Q: 3 clusters Score -1289983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1290000.250000 Penalty: 2795.181885
	Iteration 20F: 3 clusters Score -1290000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1290010.250000 Penalty: 2795.181885
	Iteration 21Q: 3 clusters Score -1290010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1290013.375000 Penalty: 2795.181885
	Iteration 22Q: 3 clusters Score -1290013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1290015.750000 Penalty: 2795.181885
	Iteration 23Q: 3 clusters Score -1290016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1290015.000000 Penalty: 2795.181885
	Iteration 24Q: 3 clusters Score -1290015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1290015.000000 Penalty: 2795.181885
	Iteration 25F: 3 clusters Score -1290015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (49664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Entering Unmasked Estep 
Score: -5575218.500000 Penalty: 1608.979736
	Iteration 0F: 2 clusters Score -5575218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5542592.500000 Penalty: 3217.959473
	Iteration 0F: 3 clusters Score -5542592 nChanged 22892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -5555493.000000 Penalty: 3217.959473
	Iteration 1F: 3 clusters Score -5555493 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -5556248.500000 Penalty: 3217.959473
	Iteration 2Q: 3 clusters Score -5556248 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -5557357.500000 Penalty: 3217.959473
	Iteration 3Q: 3 clusters Score -5557358 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -5558768.000000 Penalty: 3217.959473
	Iteration 4F: 3 clusters Score -5558768 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -5560631.500000 Penalty: 3217.959473
	Iteration 5F: 3 clusters Score -5560632 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -5562794.500000 Penalty: 3217.959473
	Iteration 6F: 3 clusters Score -5562794 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -5565017.500000 Penalty: 3217.959473
	Iteration 7F: 3 clusters Score -5565018 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -5566898.000000 Penalty: 3217.959473
	Iteration 8F: 3 clusters Score -5566898 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -5568428.000000 Penalty: 3217.959473
	Iteration 9Q: 3 clusters Score -5568428 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -5569652.000000 Penalty: 3217.959473
	Iteration 10Q: 3 clusters Score -5569652 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -5570676.000000 Penalty: 3217.959473
	Iteration 11Q: 3 clusters Score -5570676 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5571514.000000 Penalty: 3217.959473
	Iteration 12Q: 3 clusters Score -5571514 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5572193.500000 Penalty: 3217.959473
	Iteration 13Q: 3 clusters Score -5572194 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5572692.000000 Penalty: 3217.959473
	Iteration 14Q: 3 clusters Score -5572692 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5573103.500000 Penalty: 3217.959473
	Iteration 15Q: 3 clusters Score -5573104 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5573384.500000 Penalty: 3217.959473
	Iteration 16Q: 3 clusters Score -5573384 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5573531.000000 Penalty: 3217.959473
	Iteration 17Q: 3 clusters Score -5573531 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5573645.500000 Penalty: 3217.959473
	Iteration 18Q: 3 clusters Score -5573646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5573721.500000 Penalty: 3217.959473
	Iteration 19Q: 3 clusters Score -5573722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5573768.000000 Penalty: 3217.959473
	Iteration 20F: 3 clusters Score -5573768 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5573805.000000 Penalty: 3217.959473
	Iteration 21Q: 3 clusters Score -5573805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5573835.500000 Penalty: 3217.959473
	Iteration 22Q: 3 clusters Score -5573836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5573852.000000 Penalty: 3217.959473
	Iteration 23Q: 3 clusters Score -5573852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5573866.500000 Penalty: 3217.959473
	Iteration 24Q: 3 clusters Score -5573866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5573881.500000 Penalty: 3217.959473
	Iteration 25Q: 3 clusters Score -5573882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5573885.000000 Penalty: 3217.959473
	Iteration 26Q: 3 clusters Score -5573885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5573900.500000 Penalty: 3217.959473
	Iteration 27Q: 3 clusters Score -5573900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5573908.000000 Penalty: 3217.959473
	Iteration 28Q: 3 clusters Score -5573908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5573913.000000 Penalty: 3217.959473
	Iteration 29Q: 3 clusters Score -5573913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5573923.500000 Penalty: 3217.959473
	Iteration 30Q: 3 clusters Score -5573924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5573927.500000 Penalty: 3217.959473
	Iteration 31Q: 3 clusters Score -5573928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5573936.500000 Penalty: 3217.959473
	Iteration 32Q: 3 clusters Score -5573936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5573935.000000 Penalty: 3217.959473
	Iteration 33Q: 3 clusters Score -5573935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5573936.000000 Penalty: 3217.959473
	Iteration 34Q: 3 clusters Score -5573936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5573936.000000 Penalty: 3217.959473
	Iteration 35F: 3 clusters Score -5573936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -205975.359375 Penalty: 1124.629639
	Iteration 0F: 2 clusters Score -205975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -204164.093750 Penalty: 2249.259277
	Iteration 0F: 3 clusters Score -204164.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -204593.750000 Penalty: 2249.259277
	Iteration 1F: 3 clusters Score -204593.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -204709.125000 Penalty: 2249.259277
	Iteration 2F: 3 clusters Score -204709.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -204773.031250 Penalty: 2249.259277
	Iteration 3Q: 3 clusters Score -204773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -204814.609375 Penalty: 2249.259277
	Iteration 4Q: 3 clusters Score -204814.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -204846.546875 Penalty: 2249.259277
	Iteration 5Q: 3 clusters Score -204846.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -204869.312500 Penalty: 2249.259277
	Iteration 6Q: 3 clusters Score -204869.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -204891.750000 Penalty: 2249.259277
	Iteration 7Q: 3 clusters Score -204891.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -204904.812500 Penalty: 2249.259277
	Iteration 8Q: 3 clusters Score -204904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -204913.296875 Penalty: 2249.259277
	Iteration 9Q: 3 clusters Score -204913.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -204919.937500 Penalty: 2249.259277
	Iteration 10Q: 3 clusters Score -204919.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -204926.812500 Penalty: 2249.259277
	Iteration 11Q: 3 clusters Score -204926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -204935.890625 Penalty: 2249.259277
	Iteration 12Q: 3 clusters Score -204935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -204940.171875 Penalty: 2249.259277
	Iteration 13Q: 3 clusters Score -204940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -204944.156250 Penalty: 2249.259277
	Iteration 14Q: 3 clusters Score -204944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -204947.968750 Penalty: 2249.259277
	Iteration 15Q: 3 clusters Score -204948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -204949.500000 Penalty: 2249.259277
	Iteration 16Q: 3 clusters Score -204949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -204950.843750 Penalty: 2249.259277
	Iteration 17Q: 3 clusters Score -204950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -204952.187500 Penalty: 2249.259277
	Iteration 18Q: 3 clusters Score -204952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -204952.937500 Penalty: 2249.259277
	Iteration 19Q: 3 clusters Score -204952.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -204955.625000 Penalty: 2249.259277
	Iteration 20F: 3 clusters Score -204955.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -204956.906250 Penalty: 2249.259277
	Iteration 21Q: 3 clusters Score -204956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -204957.750000 Penalty: 2249.259277
	Iteration 22Q: 3 clusters Score -204957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -204958.203125 Penalty: 2249.259277
	Iteration 23Q: 3 clusters Score -204958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -204958.203125 Penalty: 2249.259277
	Iteration 24F: 3 clusters Score -204958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Entering Unmasked Estep 
Score: -586096.562500 Penalty: 1265.531860
	Iteration 0F: 2 clusters Score -586096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -582428.437500 Penalty: 2531.063721
	Iteration 0F: 3 clusters Score -582428.4 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -583516.875000 Penalty: 2531.063721
	Iteration 1F: 3 clusters Score -583516.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -583691.187500 Penalty: 2531.063721
	Iteration 2F: 3 clusters Score -583691.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -583792.187500 Penalty: 2531.063721
	Iteration 3Q: 3 clusters Score -583792.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -583867.812500 Penalty: 2531.063721
	Iteration 4Q: 3 clusters Score -583867.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -583945.875000 Penalty: 2531.063721
	Iteration 5Q: 3 clusters Score -583945.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -584012.562500 Penalty: 2531.063721
	Iteration 6Q: 3 clusters Score -584012.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -584081.500000 Penalty: 2531.063721
	Iteration 7Q: 3 clusters Score -584081.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -584144.062500 Penalty: 2531.063721
	Iteration 8Q: 3 clusters Score -584144.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -584207.875000 Penalty: 2531.063721
	Iteration 9Q: 3 clusters Score -584207.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -584272.562500 Penalty: 2531.063721
	Iteration 10Q: 3 clusters Score -584272.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -584336.437500 Penalty: 2531.063721
	Iteration 11Q: 3 clusters Score -584336.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -584399.250000 Penalty: 2531.063721
	Iteration 12Q: 3 clusters Score -584399.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -584443.500000 Penalty: 2531.063721
	Iteration 13Q: 3 clusters Score -584443.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -584490.500000 Penalty: 2531.063721
	Iteration 14Q: 3 clusters Score -584490.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -584527.625000 Penalty: 2531.063721
	Iteration 15Q: 3 clusters Score -584527.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -584574.250000 Penalty: 2531.063721
	Iteration 16Q: 3 clusters Score -584574.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -584614.250000 Penalty: 2531.063721
	Iteration 17Q: 3 clusters Score -584614.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -584655.750000 Penalty: 2531.063721
	Iteration 18Q: 3 clusters Score -584655.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -584703.500000 Penalty: 2531.063721
	Iteration 19Q: 3 clusters Score -584703.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -584742.500000 Penalty: 2531.063721
	Iteration 20F: 3 clusters Score -584742.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -584779.687500 Penalty: 2531.063721
	Iteration 21Q: 3 clusters Score -584779.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -584824.625000 Penalty: 2531.063721
	Iteration 22Q: 3 clusters Score -584824.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -584860.125000 Penalty: 2531.063721
	Iteration 23Q: 3 clusters Score -584860.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -584886.312500 Penalty: 2531.063721
	Iteration 24Q: 3 clusters Score -584886.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -584902.187500 Penalty: 2531.063721
	Iteration 25Q: 3 clusters Score -584902.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -584917.937500 Penalty: 2531.063721
	Iteration 26Q: 3 clusters Score -584917.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -584928.562500 Penalty: 2531.063721
	Iteration 27Q: 3 clusters Score -584928.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -584939.875000 Penalty: 2531.063721
	Iteration 28Q: 3 clusters Score -584939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -584948.312500 Penalty: 2531.063721
	Iteration 29Q: 3 clusters Score -584948.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -584953.625000 Penalty: 2531.063721
	Iteration 30Q: 3 clusters Score -584953.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -584960.187500 Penalty: 2531.063721
	Iteration 31Q: 3 clusters Score -584960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -584965.000000 Penalty: 2531.063721
	Iteration 32Q: 3 clusters Score -584965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -584969.375000 Penalty: 2531.063721
	Iteration 33Q: 3 clusters Score -584969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -584974.250000 Penalty: 2531.063721
	Iteration 34Q: 3 clusters Score -584974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -584977.750000 Penalty: 2531.063721
	Iteration 35Q: 3 clusters Score -584977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -584980.000000 Penalty: 2531.063721
	Iteration 36Q: 3 clusters Score -584980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -584981.750000 Penalty: 2531.063721
	Iteration 37Q: 3 clusters Score -584981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -584986.062500 Penalty: 2531.063721
	Iteration 38Q: 3 clusters Score -584986.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -584989.562500 Penalty: 2531.063721
	Iteration 39Q: 3 clusters Score -584989.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -584992.187500 Penalty: 2531.063721
	Iteration 40F: 3 clusters Score -584992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -584994.312500 Penalty: 2531.063721
	Iteration 41Q: 3 clusters Score -584994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -584995.250000 Penalty: 2531.063721
	Iteration 42Q: 3 clusters Score -584995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -584996.000000 Penalty: 2531.063721
	Iteration 43Q: 3 clusters Score -584996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -584997.125000 Penalty: 2531.063721
	Iteration 44Q: 3 clusters Score -584997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -584999.250000 Penalty: 2531.063721
	Iteration 45Q: 3 clusters Score -584999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -585000.250000 Penalty: 2531.063721
	Iteration 46Q: 3 clusters Score -585000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -585003.937500 Penalty: 2531.063721
	Iteration 47Q: 3 clusters Score -585003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -585005.312500 Penalty: 2531.063721
	Iteration 48Q: 3 clusters Score -585005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -585007.062500 Penalty: 2531.063721
	Iteration 49Q: 3 clusters Score -585007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -585009.812500 Penalty: 2531.063721
	Iteration 50Q: 3 clusters Score -585009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -585010.375000 Penalty: 2531.063721
	Iteration 51Q: 3 clusters Score -585010.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -585011.000000 Penalty: 2531.063721
	Iteration 52Q: 3 clusters Score -585011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -585013.437500 Penalty: 2531.063721
	Iteration 53Q: 3 clusters Score -585013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -585014.250000 Penalty: 2531.063721
	Iteration 54Q: 3 clusters Score -585014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -585015.625000 Penalty: 2531.063721
	Iteration 55Q: 3 clusters Score -585015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -585018.312500 Penalty: 2531.063721
	Iteration 56Q: 3 clusters Score -585018.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -585020.062500 Penalty: 2531.063721
	Iteration 57Q: 3 clusters Score -585020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -585022.687500 Penalty: 2531.063721
	Iteration 58Q: 3 clusters Score -585022.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -585023.375000 Penalty: 2531.063721
	Iteration 59Q: 3 clusters Score -585023.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -585023.375000 Penalty: 2531.063721
	Iteration 60F: 3 clusters Score -585023.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 92989 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39429 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48957 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13141 members 
Mstep: Class 12 contains 46673 members 
Mstep: Class 13 contains 3212 members 
Mstep: Class 14 contains 39150 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106880 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29932 members 
Mstep: Class 21 contains 22211 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2400 members 
Mstep: Class 24 contains 11997 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863512.000000 Penalty: 52258.027344
Iteration 199Q: 27 clusters Score -7.886351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 92983 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39430 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48971 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13143 members 
Mstep: Class 12 contains 46673 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 39148 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106880 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29932 members 
Mstep: Class 21 contains 22209 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2400 members 
Mstep: Class 24 contains 11987 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863544.000000 Penalty: 52258.027344
Iteration 200F: 27 clusters Score -7.886354e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 92976 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39430 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18832 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48983 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13144 members 
Mstep: Class 12 contains 46673 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 39145 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22211 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 49664 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863536.000000 Penalty: 52258.027344
Iteration 201Q: 27 clusters Score -7.886354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 92972 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39429 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18832 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 48992 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13144 members 
Mstep: Class 12 contains 46673 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 39144 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22211 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11977 members 
Mstep: Class 25 contains 49663 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863536.000000 Penalty: 52258.027344
Iteration 202Q: 27 clusters Score -7.886354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 92962 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39428 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18831 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49002 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13146 members 
Mstep: Class 12 contains 46673 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 39142 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29930 members 
Mstep: Class 21 contains 22212 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11977 members 
Mstep: Class 25 contains 49663 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863552.000000 Penalty: 52258.027344
Iteration 203Q: 27 clusters Score -7.886355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 92955 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39427 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18831 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49011 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13148 members 
Mstep: Class 12 contains 46673 members 
Mstep: Class 13 contains 3220 members 
Mstep: Class 14 contains 39141 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40112 members 
Mstep: Class 20 contains 29928 members 
Mstep: Class 21 contains 22213 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11974 members 
Mstep: Class 25 contains 49663 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863576.000000 Penalty: 52258.027344
Iteration 204Q: 27 clusters Score -7.886358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 92953 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39427 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18831 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49017 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13149 members 
Mstep: Class 12 contains 46673 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 39141 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29927 members 
Mstep: Class 21 contains 22213 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11968 members 
Mstep: Class 25 contains 49663 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863584.000000 Penalty: 52258.027344
Iteration 205Q: 27 clusters Score -7.886358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 92948 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39427 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18831 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13149 members 
Mstep: Class 12 contains 46672 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40476 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29928 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11964 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863584.000000 Penalty: 52258.027344
Iteration 206Q: 27 clusters Score -7.886358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 92945 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39426 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49032 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13149 members 
Mstep: Class 12 contains 46669 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 39139 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22217 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11961 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863584.000000 Penalty: 52258.027344
Iteration 207Q: 27 clusters Score -7.886358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 92943 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39426 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18830 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49036 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13151 members 
Mstep: Class 12 contains 46668 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 39139 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40478 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22217 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11957 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863600.000000 Penalty: 52258.027344
Iteration 208Q: 27 clusters Score -7.88636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 92942 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39426 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49039 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13151 members 
Mstep: Class 12 contains 46668 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22219 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11954 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863568.000000 Penalty: 52258.027344
Iteration 209Q: 27 clusters Score -7.886357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 92939 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39426 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49043 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13151 members 
Mstep: Class 12 contains 46667 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22221 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11952 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863584.000000 Penalty: 52258.027344
Iteration 210Q: 27 clusters Score -7.886358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 92936 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39426 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49048 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13151 members 
Mstep: Class 12 contains 46667 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22221 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 11950 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863600.000000 Penalty: 52258.027344
Iteration 211Q: 27 clusters Score -7.88636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 92933 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39426 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49054 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13151 members 
Mstep: Class 12 contains 46667 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22221 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2402 members 
Mstep: Class 24 contains 11946 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863616.000000 Penalty: 52258.027344
Iteration 212Q: 27 clusters Score -7.886362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 92929 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39425 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18828 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49059 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13152 members 
Mstep: Class 12 contains 46667 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22221 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 11944 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863592.000000 Penalty: 52258.027344
Iteration 213Q: 27 clusters Score -7.886359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39425 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18828 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49062 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13152 members 
Mstep: Class 12 contains 46667 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22221 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 11944 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863592.000000 Penalty: 52258.027344
Iteration 214Q: 27 clusters Score -7.886359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 92926 members 
Mstep: Class 3 contains 18169 members 
Mstep: Class 4 contains 39425 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 18828 members 
Mstep: Class 7 contains 24720 members 
Mstep: Class 8 contains 49062 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 13152 members 
Mstep: Class 12 contains 46667 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 27955 members 
Mstep: Class 17 contains 40477 members 
Mstep: Class 18 contains 106879 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 22221 members 
Mstep: Class 22 contains 17889 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 11944 members 
Mstep: Class 25 contains 49662 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 4940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78863592.000000 Penalty: 52258.027344
Iteration 215F: 27 clusters Score -7.886359e+07 nChanged 0
Entering ConstructFrom: 
Score: -78863592.000000 Penalty: 52258.027344
Entering ConstructFrom: 
Trying to split cluster 1 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1678422.625000 Penalty: 1430.643311
	Iteration 0F: 2 clusters Score -1678423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1668594.000000 Penalty: 2861.286621
	Iteration 0F: 3 clusters Score -1668594 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1672108.000000 Penalty: 2861.286621
	Iteration 1F: 3 clusters Score -1672108 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1672422.500000 Penalty: 2861.286621
	Iteration 2F: 3 clusters Score -1672422 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1672639.250000 Penalty: 2861.286621
	Iteration 3Q: 3 clusters Score -1672639 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1672824.250000 Penalty: 2861.286621
	Iteration 4Q: 3 clusters Score -1672824 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1672966.500000 Penalty: 2861.286621
	Iteration 5Q: 3 clusters Score -1672966 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1673102.500000 Penalty: 2861.286621
	Iteration 6Q: 3 clusters Score -1673102 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1673208.625000 Penalty: 2861.286621
	Iteration 7Q: 3 clusters Score -1673209 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1673324.375000 Penalty: 2861.286621
	Iteration 8Q: 3 clusters Score -1673324 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1673453.500000 Penalty: 2861.286621
	Iteration 9Q: 3 clusters Score -1673454 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1673588.375000 Penalty: 2861.286621
	Iteration 10Q: 3 clusters Score -1673588 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1673717.500000 Penalty: 2861.286621
	Iteration 11Q: 3 clusters Score -1673718 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1673862.500000 Penalty: 2861.286621
	Iteration 12Q: 3 clusters Score -1673862 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1674028.625000 Penalty: 2861.286621
	Iteration 13Q: 3 clusters Score -1674029 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1674215.375000 Penalty: 2861.286621
	Iteration 14Q: 3 clusters Score -1674215 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1674403.125000 Penalty: 2861.286621
	Iteration 15Q: 3 clusters Score -1674403 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1674580.000000 Penalty: 2861.286621
	Iteration 16Q: 3 clusters Score -1674580 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1674747.750000 Penalty: 2861.286621
	Iteration 17Q: 3 clusters Score -1674748 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1674907.125000 Penalty: 2861.286621
	Iteration 18Q: 3 clusters Score -1674907 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1675068.375000 Penalty: 2861.286621
	Iteration 19Q: 3 clusters Score -1675068 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1675176.750000 Penalty: 2861.286621
	Iteration 20F: 3 clusters Score -1675177 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1675270.875000 Penalty: 2861.286621
	Iteration 21Q: 3 clusters Score -1675271 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1675338.250000 Penalty: 2861.286621
	Iteration 22Q: 3 clusters Score -1675338 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1675400.125000 Penalty: 2861.286621
	Iteration 23Q: 3 clusters Score -1675400 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1675451.375000 Penalty: 2861.286621
	Iteration 24Q: 3 clusters Score -1675451 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1675490.375000 Penalty: 2861.286621
	Iteration 25Q: 3 clusters Score -1675490 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1675532.625000 Penalty: 2861.286621
	Iteration 26Q: 3 clusters Score -1675533 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1675568.875000 Penalty: 2861.286621
	Iteration 27Q: 3 clusters Score -1675569 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1675610.500000 Penalty: 2861.286621
	Iteration 28Q: 3 clusters Score -1675610 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1675652.125000 Penalty: 2861.286621
	Iteration 29Q: 3 clusters Score -1675652 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1675690.375000 Penalty: 2861.286621
	Iteration 30Q: 3 clusters Score -1675690 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1675732.625000 Penalty: 2861.286621
	Iteration 31Q: 3 clusters Score -1675733 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1675785.875000 Penalty: 2861.286621
	Iteration 32Q: 3 clusters Score -1675786 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1675845.875000 Penalty: 2861.286621
	Iteration 33Q: 3 clusters Score -1675846 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1675928.125000 Penalty: 2861.286621
	Iteration 34Q: 3 clusters Score -1675928 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1676004.125000 Penalty: 2861.286621
	Iteration 35Q: 3 clusters Score -1676004 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1676089.000000 Penalty: 2861.286621
	Iteration 36Q: 3 clusters Score -1676089 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1676170.000000 Penalty: 2861.286621
	Iteration 37Q: 3 clusters Score -1676170 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1676248.875000 Penalty: 2861.286621
	Iteration 38Q: 3 clusters Score -1676249 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1676327.250000 Penalty: 2861.286621
	Iteration 39Q: 3 clusters Score -1676327 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1676389.125000 Penalty: 2861.286621
	Iteration 40F: 3 clusters Score -1676389 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1676452.750000 Penalty: 2861.286621
	Iteration 41Q: 3 clusters Score -1676453 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1676505.750000 Penalty: 2861.286621
	Iteration 42Q: 3 clusters Score -1676506 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1676561.500000 Penalty: 2861.286621
	Iteration 43Q: 3 clusters Score -1676562 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1676629.375000 Penalty: 2861.286621
	Iteration 44Q: 3 clusters Score -1676629 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1676690.875000 Penalty: 2861.286621
	Iteration 45Q: 3 clusters Score -1676691 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1676743.125000 Penalty: 2861.286621
	Iteration 46Q: 3 clusters Score -1676743 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1676796.000000 Penalty: 2861.286621
	Iteration 47Q: 3 clusters Score -1676796 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1676840.125000 Penalty: 2861.286621
	Iteration 48Q: 3 clusters Score -1676840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1676882.375000 Penalty: 2861.286621
	Iteration 49Q: 3 clusters Score -1676882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1676917.250000 Penalty: 2861.286621
	Iteration 50Q: 3 clusters Score -1676917 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1676970.500000 Penalty: 2861.286621
	Iteration 51Q: 3 clusters Score -1676970 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1677009.750000 Penalty: 2861.286621
	Iteration 52Q: 3 clusters Score -1677010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1677035.875000 Penalty: 2861.286621
	Iteration 53Q: 3 clusters Score -1677036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1677068.000000 Penalty: 2861.286621
	Iteration 54Q: 3 clusters Score -1677068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1677093.000000 Penalty: 2861.286621
	Iteration 55Q: 3 clusters Score -1677093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1677116.500000 Penalty: 2861.286621
	Iteration 56Q: 3 clusters Score -1677116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1677141.250000 Penalty: 2861.286621
	Iteration 57Q: 3 clusters Score -1677141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1677160.125000 Penalty: 2861.286621
	Iteration 58Q: 3 clusters Score -1677160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1677169.750000 Penalty: 2861.286621
	Iteration 59Q: 3 clusters Score -1677170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1677177.000000 Penalty: 2861.286621
	Iteration 60F: 3 clusters Score -1677177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1677190.500000 Penalty: 2861.286621
	Iteration 61Q: 3 clusters Score -1677190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1677207.750000 Penalty: 2861.286621
	Iteration 62Q: 3 clusters Score -1677208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1677212.000000 Penalty: 2861.286621
	Iteration 63Q: 3 clusters Score -1677212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1677222.000000 Penalty: 2861.286621
	Iteration 64Q: 3 clusters Score -1677222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1677230.375000 Penalty: 2861.286621
	Iteration 65Q: 3 clusters Score -1677230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1677241.500000 Penalty: 2861.286621
	Iteration 66Q: 3 clusters Score -1677242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1677250.250000 Penalty: 2861.286621
	Iteration 67Q: 3 clusters Score -1677250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1677256.000000 Penalty: 2861.286621
	Iteration 68Q: 3 clusters Score -1677256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1677261.000000 Penalty: 2861.286621
	Iteration 69Q: 3 clusters Score -1677261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1677268.125000 Penalty: 2861.286621
	Iteration 70Q: 3 clusters Score -1677268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1677277.375000 Penalty: 2861.286621
	Iteration 71Q: 3 clusters Score -1677277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1677286.125000 Penalty: 2861.286621
	Iteration 72Q: 3 clusters Score -1677286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1677290.500000 Penalty: 2861.286621
	Iteration 73Q: 3 clusters Score -1677290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1677296.500000 Penalty: 2861.286621
	Iteration 74Q: 3 clusters Score -1677296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1677298.750000 Penalty: 2861.286621
	Iteration 75Q: 3 clusters Score -1677299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1677303.375000 Penalty: 2861.286621
	Iteration 76Q: 3 clusters Score -1677303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1677310.250000 Penalty: 2861.286621
	Iteration 77Q: 3 clusters Score -1677310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1677314.250000 Penalty: 2861.286621
	Iteration 78Q: 3 clusters Score -1677314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1677319.625000 Penalty: 2861.286621
	Iteration 79Q: 3 clusters Score -1677320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1677322.375000 Penalty: 2861.286621
	Iteration 80F: 3 clusters Score -1677322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1677325.000000 Penalty: 2861.286621
	Iteration 81Q: 3 clusters Score -1677325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1677325.250000 Penalty: 2861.286621
	Iteration 82Q: 3 clusters Score -1677325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1677325.000000 Penalty: 2861.286621
	Iteration 83Q: 3 clusters Score -1677325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1677324.500000 Penalty: 2861.286621
	Iteration 84Q: 3 clusters Score -1677324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1677326.375000 Penalty: 2861.286621
	Iteration 85Q: 3 clusters Score -1677326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1677326.375000 Penalty: 2861.286621
	Iteration 86F: 3 clusters Score -1677326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Entering Unmasked Estep 
Score: -10284563.000000 Penalty: 1702.206421
	Iteration 0F: 2 clusters Score -1.028456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -10223491.000000 Penalty: 3404.412842
	Iteration 0F: 3 clusters Score -1.022349e+07 nChanged 44136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -10249415.000000 Penalty: 3404.412842
	Iteration 1F: 3 clusters Score -1.024942e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -10250983.000000 Penalty: 3404.412842
	Iteration 2Q: 3 clusters Score -1.025098e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -10253077.000000 Penalty: 3404.412842
	Iteration 3F: 3 clusters Score -1.025308e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -10255635.000000 Penalty: 3404.412842
	Iteration 4F: 3 clusters Score -1.025564e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -10258329.000000 Penalty: 3404.412842
	Iteration 5F: 3 clusters Score -1.025833e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -10260768.000000 Penalty: 3404.412842
	Iteration 6F: 3 clusters Score -1.026077e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -10262382.000000 Penalty: 3404.412842
	Iteration 7Q: 3 clusters Score -1.026238e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -10263808.000000 Penalty: 3404.412842
	Iteration 8Q: 3 clusters Score -1.026381e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -10264562.000000 Penalty: 3404.412842
	Iteration 9Q: 3 clusters Score -1.026456e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -10265226.000000 Penalty: 3404.412842
	Iteration 10Q: 3 clusters Score -1.026523e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -10265590.000000 Penalty: 3404.412842
	Iteration 11Q: 3 clusters Score -1.026559e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -10265964.000000 Penalty: 3404.412842
	Iteration 12Q: 3 clusters Score -1.026596e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -10266203.000000 Penalty: 3404.412842
	Iteration 13Q: 3 clusters Score -1.02662e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -10266592.000000 Penalty: 3404.412842
	Iteration 14Q: 3 clusters Score -1.026659e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -10266966.000000 Penalty: 3404.412842
	Iteration 15Q: 3 clusters Score -1.026697e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -10267409.000000 Penalty: 3404.412842
	Iteration 16Q: 3 clusters Score -1.026741e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -10267833.000000 Penalty: 3404.412842
	Iteration 17Q: 3 clusters Score -1.026783e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -10268359.000000 Penalty: 3404.412842
	Iteration 18Q: 3 clusters Score -1.026836e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -10268949.000000 Penalty: 3404.412842
	Iteration 19Q: 3 clusters Score -1.026895e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -10269495.000000 Penalty: 3404.412842
	Iteration 20F: 3 clusters Score -1.02695e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -10270129.000000 Penalty: 3404.412842
	Iteration 21Q: 3 clusters Score -1.027013e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -10270745.000000 Penalty: 3404.412842
	Iteration 22Q: 3 clusters Score -1.027074e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -10271359.000000 Penalty: 3404.412842
	Iteration 23Q: 3 clusters Score -1.027136e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -10271953.000000 Penalty: 3404.412842
	Iteration 24Q: 3 clusters Score -1.027195e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -10272464.000000 Penalty: 3404.412842
	Iteration 25Q: 3 clusters Score -1.027246e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 67331 members 
Entering Unmasked Estep 
Score: -10273027.000000 Penalty: 3404.412842
	Iteration 26Q: 3 clusters Score -1.027303e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 69113 members 
Entering Unmasked Estep 
Score: -10273639.000000 Penalty: 3404.412842
	Iteration 27Q: 3 clusters Score -1.027364e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -10274228.000000 Penalty: 3404.412842
	Iteration 28Q: 3 clusters Score -1.027423e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -10274934.000000 Penalty: 3404.412842
	Iteration 29Q: 3 clusters Score -1.027493e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -10275642.000000 Penalty: 3404.412842
	Iteration 30Q: 3 clusters Score -1.027564e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -10276446.000000 Penalty: 3404.412842
	Iteration 31Q: 3 clusters Score -1.027645e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -10277303.000000 Penalty: 3404.412842
	Iteration 32Q: 3 clusters Score -1.02773e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -10278222.000000 Penalty: 3404.412842
	Iteration 33Q: 3 clusters Score -1.027822e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -10279186.000000 Penalty: 3404.412842
	Iteration 34Q: 3 clusters Score -1.027919e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -10280043.000000 Penalty: 3404.412842
	Iteration 35Q: 3 clusters Score -1.028004e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -10280881.000000 Penalty: 3404.412842
	Iteration 36Q: 3 clusters Score -1.028088e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 87606 members 
Entering Unmasked Estep 
Score: -10281502.000000 Penalty: 3404.412842
	Iteration 37Q: 3 clusters Score -1.02815e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -10281962.000000 Penalty: 3404.412842
	Iteration 38Q: 3 clusters Score -1.028196e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -10282338.000000 Penalty: 3404.412842
	Iteration 39Q: 3 clusters Score -1.028234e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -10282595.000000 Penalty: 3404.412842
	Iteration 40F: 3 clusters Score -1.02826e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -10282766.000000 Penalty: 3404.412842
	Iteration 41Q: 3 clusters Score -1.028277e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -10282938.000000 Penalty: 3404.412842
	Iteration 42Q: 3 clusters Score -1.028294e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -10283029.000000 Penalty: 3404.412842
	Iteration 43Q: 3 clusters Score -1.028303e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 91015 members 
Entering Unmasked Estep 
Score: -10283128.000000 Penalty: 3404.412842
	Iteration 44Q: 3 clusters Score -1.028313e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -10283133.000000 Penalty: 3404.412842
	Iteration 45Q: 3 clusters Score -1.028313e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 91240 members 
Entering Unmasked Estep 
Score: -10283191.000000 Penalty: 3404.412842
	Iteration 46Q: 3 clusters Score -1.028319e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -10283220.000000 Penalty: 3404.412842
	Iteration 47Q: 3 clusters Score -1.028322e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -10283266.000000 Penalty: 3404.412842
	Iteration 48Q: 3 clusters Score -1.028327e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -10283303.000000 Penalty: 3404.412842
	Iteration 49Q: 3 clusters Score -1.02833e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 91504 members 
Entering Unmasked Estep 
Score: -10283299.000000 Penalty: 3404.412842
	Iteration 50Q: 3 clusters Score -1.02833e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -10283305.000000 Penalty: 3404.412842
	Iteration 51Q: 3 clusters Score -1.02833e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -10283341.000000 Penalty: 3404.412842
	Iteration 52Q: 3 clusters Score -1.028334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -10283327.000000 Penalty: 3404.412842
	Iteration 53Q: 3 clusters Score -1.028333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -10283351.000000 Penalty: 3404.412842
	Iteration 54Q: 3 clusters Score -1.028335e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 91615 members 
Entering Unmasked Estep 
Score: -10283353.000000 Penalty: 3404.412842
	Iteration 55Q: 3 clusters Score -1.028335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 91633 members 
Entering Unmasked Estep 
Score: -10283368.000000 Penalty: 3404.412842
	Iteration 56Q: 3 clusters Score -1.028337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -10283374.000000 Penalty: 3404.412842
	Iteration 57Q: 3 clusters Score -1.028337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 91668 members 
Entering Unmasked Estep 
Score: -10283379.000000 Penalty: 3404.412842
	Iteration 58Q: 3 clusters Score -1.028338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 91680 members 
Entering Unmasked Estep 
Score: -10283380.000000 Penalty: 3404.412842
	Iteration 59Q: 3 clusters Score -1.028338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 91693 members 
Entering Unmasked Estep 
Score: -10283395.000000 Penalty: 3404.412842
	Iteration 60F: 3 clusters Score -1.02834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 91706 members 
Entering Unmasked Estep 
Score: -10283384.000000 Penalty: 3404.412842
	Iteration 61Q: 3 clusters Score -1.028338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -10283395.000000 Penalty: 3404.412842
	Iteration 62Q: 3 clusters Score -1.02834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 91715 members 
Entering Unmasked Estep 
Score: -10283383.000000 Penalty: 3404.412842
	Iteration 63Q: 3 clusters Score -1.028338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -10283390.000000 Penalty: 3404.412842
	Iteration 64Q: 3 clusters Score -1.028339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -10283400.000000 Penalty: 3404.412842
	Iteration 65Q: 3 clusters Score -1.02834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -10283390.000000 Penalty: 3404.412842
	Iteration 66Q: 3 clusters Score -1.028339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 91748 members 
Entering Unmasked Estep 
Score: -10283394.000000 Penalty: 3404.412842
	Iteration 67Q: 3 clusters Score -1.028339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -10283397.000000 Penalty: 3404.412842
	Iteration 68Q: 3 clusters Score -1.02834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -10283404.000000 Penalty: 3404.412842
	Iteration 69Q: 3 clusters Score -1.02834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 91763 members 
Entering Unmasked Estep 
Score: -10283405.000000 Penalty: 3404.412842
	Iteration 70Q: 3 clusters Score -1.02834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -10283410.000000 Penalty: 3404.412842
	Iteration 71Q: 3 clusters Score -1.028341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -10283414.000000 Penalty: 3404.412842
	Iteration 72Q: 3 clusters Score -1.028341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -10283413.000000 Penalty: 3404.412842
	Iteration 73Q: 3 clusters Score -1.028341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -10283422.000000 Penalty: 3404.412842
	Iteration 74Q: 3 clusters Score -1.028342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -10283428.000000 Penalty: 3404.412842
	Iteration 75Q: 3 clusters Score -1.028343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 91786 members 
Entering Unmasked Estep 
Score: -10283433.000000 Penalty: 3404.412842
	Iteration 76Q: 3 clusters Score -1.028343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -10283427.000000 Penalty: 3404.412842
	Iteration 77Q: 3 clusters Score -1.028343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -10283431.000000 Penalty: 3404.412842
	Iteration 78Q: 3 clusters Score -1.028343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -10283432.000000 Penalty: 3404.412842
	Iteration 79Q: 3 clusters Score -1.028343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -10283432.000000 Penalty: 3404.412842
	Iteration 80F: 3 clusters Score -1.028343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Entering Unmasked Estep 
Score: -2026215.500000 Penalty: 1459.351929
	Iteration 0F: 2 clusters Score -2026216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2014261.000000 Penalty: 2918.703857
	Iteration 0F: 3 clusters Score -2014261 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2018830.625000 Penalty: 2918.703857
	Iteration 1F: 3 clusters Score -2018831 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2019553.875000 Penalty: 2918.703857
	Iteration 2F: 3 clusters Score -2019554 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2020436.625000 Penalty: 2918.703857
	Iteration 3F: 3 clusters Score -2020437 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2021412.125000 Penalty: 2918.703857
	Iteration 4F: 3 clusters Score -2021412 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2022254.250000 Penalty: 2918.703857
	Iteration 5F: 3 clusters Score -2022254 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2022956.750000 Penalty: 2918.703857
	Iteration 6F: 3 clusters Score -2022957 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2023528.375000 Penalty: 2918.703857
	Iteration 7Q: 3 clusters Score -2023528 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2023974.000000 Penalty: 2918.703857
	Iteration 8Q: 3 clusters Score -2023974 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2024321.875000 Penalty: 2918.703857
	Iteration 9Q: 3 clusters Score -2024322 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2024569.375000 Penalty: 2918.703857
	Iteration 10Q: 3 clusters Score -2024569 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2024752.750000 Penalty: 2918.703857
	Iteration 11Q: 3 clusters Score -2024753 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2024857.625000 Penalty: 2918.703857
	Iteration 12Q: 3 clusters Score -2024858 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2024948.000000 Penalty: 2918.703857
	Iteration 13Q: 3 clusters Score -2024948 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2025009.500000 Penalty: 2918.703857
	Iteration 14Q: 3 clusters Score -2025010 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2025059.000000 Penalty: 2918.703857
	Iteration 15Q: 3 clusters Score -2025059 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2025100.625000 Penalty: 2918.703857
	Iteration 16Q: 3 clusters Score -2025101 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2025134.750000 Penalty: 2918.703857
	Iteration 17Q: 3 clusters Score -2025135 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2025172.250000 Penalty: 2918.703857
	Iteration 18Q: 3 clusters Score -2025172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2025219.750000 Penalty: 2918.703857
	Iteration 19Q: 3 clusters Score -2025220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2025263.750000 Penalty: 2918.703857
	Iteration 20F: 3 clusters Score -2025264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2025315.625000 Penalty: 2918.703857
	Iteration 21Q: 3 clusters Score -2025316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2025350.375000 Penalty: 2918.703857
	Iteration 22Q: 3 clusters Score -2025350 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2025381.125000 Penalty: 2918.703857
	Iteration 23Q: 3 clusters Score -2025381 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2025422.250000 Penalty: 2918.703857
	Iteration 24Q: 3 clusters Score -2025422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2025445.875000 Penalty: 2918.703857
	Iteration 25Q: 3 clusters Score -2025446 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2025463.750000 Penalty: 2918.703857
	Iteration 26Q: 3 clusters Score -2025464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2025477.750000 Penalty: 2918.703857
	Iteration 27Q: 3 clusters Score -2025478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2025495.125000 Penalty: 2918.703857
	Iteration 28Q: 3 clusters Score -2025495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2025513.000000 Penalty: 2918.703857
	Iteration 29Q: 3 clusters Score -2025513 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2025539.250000 Penalty: 2918.703857
	Iteration 30Q: 3 clusters Score -2025539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2025558.250000 Penalty: 2918.703857
	Iteration 31Q: 3 clusters Score -2025558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2025570.625000 Penalty: 2918.703857
	Iteration 32Q: 3 clusters Score -2025571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2025582.000000 Penalty: 2918.703857
	Iteration 33Q: 3 clusters Score -2025582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2025600.375000 Penalty: 2918.703857
	Iteration 34Q: 3 clusters Score -2025600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2025605.000000 Penalty: 2918.703857
	Iteration 35Q: 3 clusters Score -2025605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2025606.250000 Penalty: 2918.703857
	Iteration 36Q: 3 clusters Score -2025606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2025613.250000 Penalty: 2918.703857
	Iteration 37Q: 3 clusters Score -2025613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2025615.375000 Penalty: 2918.703857
	Iteration 38Q: 3 clusters Score -2025615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2025617.125000 Penalty: 2918.703857
	Iteration 39Q: 3 clusters Score -2025617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2025619.000000 Penalty: 2918.703857
	Iteration 40F: 3 clusters Score -2025619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2025613.250000 Penalty: 2918.703857
	Iteration 41Q: 3 clusters Score -2025613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2025621.750000 Penalty: 2918.703857
	Iteration 42Q: 3 clusters Score -2025622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2025627.375000 Penalty: 2918.703857
	Iteration 43Q: 3 clusters Score -2025627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2025626.875000 Penalty: 2918.703857
	Iteration 44Q: 3 clusters Score -2025627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2025626.250000 Penalty: 2918.703857
	Iteration 45Q: 3 clusters Score -2025626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2025626.250000 Penalty: 2918.703857
	Iteration 46F: 3 clusters Score -2025626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Entering Unmasked Estep 
Score: -4386044.000000 Penalty: 1574.624756
	Iteration 0F: 2 clusters Score -4386044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4360445.000000 Penalty: 3149.249512
	Iteration 0F: 3 clusters Score -4360445 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4370109.500000 Penalty: 3149.249512
	Iteration 1F: 3 clusters Score -4370110 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4370590.000000 Penalty: 3149.249512
	Iteration 2Q: 3 clusters Score -4370590 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4371081.500000 Penalty: 3149.249512
	Iteration 3Q: 3 clusters Score -4371082 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4371619.500000 Penalty: 3149.249512
	Iteration 4Q: 3 clusters Score -4371620 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4372242.000000 Penalty: 3149.249512
	Iteration 5Q: 3 clusters Score -4372242 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4373034.500000 Penalty: 3149.249512
	Iteration 6Q: 3 clusters Score -4373034 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4373986.000000 Penalty: 3149.249512
	Iteration 7F: 3 clusters Score -4373986 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -4374983.500000 Penalty: 3149.249512
	Iteration 8F: 3 clusters Score -4374984 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4376007.000000 Penalty: 3149.249512
	Iteration 9F: 3 clusters Score -4376007 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -4376988.000000 Penalty: 3149.249512
	Iteration 10Q: 3 clusters Score -4376988 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4377863.500000 Penalty: 3149.249512
	Iteration 11Q: 3 clusters Score -4377864 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4378671.500000 Penalty: 3149.249512
	Iteration 12Q: 3 clusters Score -4378672 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -4379513.000000 Penalty: 3149.249512
	Iteration 13Q: 3 clusters Score -4379513 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -4380450.500000 Penalty: 3149.249512
	Iteration 14Q: 3 clusters Score -4380450 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4381300.000000 Penalty: 3149.249512
	Iteration 15Q: 3 clusters Score -4381300 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -4382075.500000 Penalty: 3149.249512
	Iteration 16Q: 3 clusters Score -4382076 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4382625.000000 Penalty: 3149.249512
	Iteration 17Q: 3 clusters Score -4382625 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -4382967.000000 Penalty: 3149.249512
	Iteration 18Q: 3 clusters Score -4382967 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -4383158.500000 Penalty: 3149.249512
	Iteration 19Q: 3 clusters Score -4383158 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -4383293.000000 Penalty: 3149.249512
	Iteration 20F: 3 clusters Score -4383293 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -4383414.500000 Penalty: 3149.249512
	Iteration 21Q: 3 clusters Score -4383414 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4383533.000000 Penalty: 3149.249512
	Iteration 22Q: 3 clusters Score -4383533 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4383639.000000 Penalty: 3149.249512
	Iteration 23Q: 3 clusters Score -4383639 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4383753.000000 Penalty: 3149.249512
	Iteration 24Q: 3 clusters Score -4383753 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4383845.500000 Penalty: 3149.249512
	Iteration 25Q: 3 clusters Score -4383846 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -4383917.000000 Penalty: 3149.249512
	Iteration 26Q: 3 clusters Score -4383917 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4383986.500000 Penalty: 3149.249512
	Iteration 27Q: 3 clusters Score -4383986 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -4384037.500000 Penalty: 3149.249512
	Iteration 28Q: 3 clusters Score -4384038 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -4384069.000000 Penalty: 3149.249512
	Iteration 29Q: 3 clusters Score -4384069 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4384122.500000 Penalty: 3149.249512
	Iteration 30Q: 3 clusters Score -4384122 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -4384150.000000 Penalty: 3149.249512
	Iteration 31Q: 3 clusters Score -4384150 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4384188.500000 Penalty: 3149.249512
	Iteration 32Q: 3 clusters Score -4384188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4384195.500000 Penalty: 3149.249512
	Iteration 33Q: 3 clusters Score -4384196 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -4384225.000000 Penalty: 3149.249512
	Iteration 34Q: 3 clusters Score -4384225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -4384243.000000 Penalty: 3149.249512
	Iteration 35Q: 3 clusters Score -4384243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -4384273.000000 Penalty: 3149.249512
	Iteration 36Q: 3 clusters Score -4384273 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -4384288.500000 Penalty: 3149.249512
	Iteration 37Q: 3 clusters Score -4384288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4384300.500000 Penalty: 3149.249512
	Iteration 38Q: 3 clusters Score -4384300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4384319.000000 Penalty: 3149.249512
	Iteration 39Q: 3 clusters Score -4384319 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4384321.000000 Penalty: 3149.249512
	Iteration 40F: 3 clusters Score -4384321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4384334.500000 Penalty: 3149.249512
	Iteration 41Q: 3 clusters Score -4384334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4384371.000000 Penalty: 3149.249512
	Iteration 42Q: 3 clusters Score -4384371 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -4384377.500000 Penalty: 3149.249512
	Iteration 43Q: 3 clusters Score -4384378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4384399.000000 Penalty: 3149.249512
	Iteration 44Q: 3 clusters Score -4384399 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4384413.500000 Penalty: 3149.249512
	Iteration 45Q: 3 clusters Score -4384414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -4384417.500000 Penalty: 3149.249512
	Iteration 46Q: 3 clusters Score -4384418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4384421.000000 Penalty: 3149.249512
	Iteration 47Q: 3 clusters Score -4384421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4384435.000000 Penalty: 3149.249512
	Iteration 48Q: 3 clusters Score -4384435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4384443.500000 Penalty: 3149.249512
	Iteration 49Q: 3 clusters Score -4384444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4384441.500000 Penalty: 3149.249512
	Iteration 50Q: 3 clusters Score -4384442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4384449.000000 Penalty: 3149.249512
	Iteration 51Q: 3 clusters Score -4384449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4384455.000000 Penalty: 3149.249512
	Iteration 52Q: 3 clusters Score -4384455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4384463.500000 Penalty: 3149.249512
	Iteration 53Q: 3 clusters Score -4384464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4384461.000000 Penalty: 3149.249512
	Iteration 54Q: 3 clusters Score -4384461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4384475.000000 Penalty: 3149.249512
	Iteration 55Q: 3 clusters Score -4384475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4384480.500000 Penalty: 3149.249512
	Iteration 56Q: 3 clusters Score -4384480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4384490.500000 Penalty: 3149.249512
	Iteration 57Q: 3 clusters Score -4384490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4384507.000000 Penalty: 3149.249512
	Iteration 58Q: 3 clusters Score -4384507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4384512.500000 Penalty: 3149.249512
	Iteration 59Q: 3 clusters Score -4384512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4384520.000000 Penalty: 3149.249512
	Iteration 60F: 3 clusters Score -4384520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4384534.000000 Penalty: 3149.249512
	Iteration 61Q: 3 clusters Score -4384534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4384530.000000 Penalty: 3149.249512
	Iteration 62Q: 3 clusters Score -4384530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4384542.000000 Penalty: 3149.249512
	Iteration 63Q: 3 clusters Score -4384542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4384558.500000 Penalty: 3149.249512
	Iteration 64Q: 3 clusters Score -4384558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4384564.000000 Penalty: 3149.249512
	Iteration 65Q: 3 clusters Score -4384564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4384567.500000 Penalty: 3149.249512
	Iteration 66Q: 3 clusters Score -4384568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4384571.000000 Penalty: 3149.249512
	Iteration 67Q: 3 clusters Score -4384571 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4384573.000000 Penalty: 3149.249512
	Iteration 68Q: 3 clusters Score -4384573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4384581.500000 Penalty: 3149.249512
	Iteration 69Q: 3 clusters Score -4384582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4384580.000000 Penalty: 3149.249512
	Iteration 70Q: 3 clusters Score -4384580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4384592.000000 Penalty: 3149.249512
	Iteration 71Q: 3 clusters Score -4384592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4384591.000000 Penalty: 3149.249512
	Iteration 72Q: 3 clusters Score -4384591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4384598.000000 Penalty: 3149.249512
	Iteration 73Q: 3 clusters Score -4384598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4384600.500000 Penalty: 3149.249512
	Iteration 74Q: 3 clusters Score -4384600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4384607.500000 Penalty: 3149.249512
	Iteration 75Q: 3 clusters Score -4384608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4384606.500000 Penalty: 3149.249512
	Iteration 76Q: 3 clusters Score -4384606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4384610.500000 Penalty: 3149.249512
	Iteration 77Q: 3 clusters Score -4384610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4384616.000000 Penalty: 3149.249512
	Iteration 78Q: 3 clusters Score -4384616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4384613.500000 Penalty: 3149.249512
	Iteration 79Q: 3 clusters Score -4384614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4384617.500000 Penalty: 3149.249512
	Iteration 80F: 3 clusters Score -4384618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4384624.500000 Penalty: 3149.249512
	Iteration 81Q: 3 clusters Score -4384624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4384622.500000 Penalty: 3149.249512
	Iteration 82Q: 3 clusters Score -4384622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4384623.000000 Penalty: 3149.249512
	Iteration 83Q: 3 clusters Score -4384623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4384628.500000 Penalty: 3149.249512
	Iteration 84Q: 3 clusters Score -4384628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4384631.500000 Penalty: 3149.249512
	Iteration 85Q: 3 clusters Score -4384632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4384632.000000 Penalty: 3149.249512
	Iteration 86Q: 3 clusters Score -4384632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4384640.000000 Penalty: 3149.249512
	Iteration 87Q: 3 clusters Score -4384640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4384641.500000 Penalty: 3149.249512
	Iteration 88Q: 3 clusters Score -4384642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4384645.000000 Penalty: 3149.249512
	Iteration 89Q: 3 clusters Score -4384645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4384650.000000 Penalty: 3149.249512
	Iteration 90Q: 3 clusters Score -4384650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4384649.000000 Penalty: 3149.249512
	Iteration 91Q: 3 clusters Score -4384649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4384643.000000 Penalty: 3149.249512
	Iteration 92Q: 3 clusters Score -4384643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4384651.500000 Penalty: 3149.249512
	Iteration 93Q: 3 clusters Score -4384652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4384651.000000 Penalty: 3149.249512
	Iteration 94Q: 3 clusters Score -4384651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4384652.500000 Penalty: 3149.249512
	Iteration 95Q: 3 clusters Score -4384652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4384649.000000 Penalty: 3149.249512
	Iteration 96Q: 3 clusters Score -4384649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4384660.500000 Penalty: 3149.249512
	Iteration 97Q: 3 clusters Score -4384660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4384658.000000 Penalty: 3149.249512
	Iteration 98Q: 3 clusters Score -4384658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4384660.500000 Penalty: 3149.249512
	Iteration 99Q: 3 clusters Score -4384660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4384651.500000 Penalty: 3149.249512
	Iteration 100F: 3 clusters Score -4384652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4384661.500000 Penalty: 3149.249512
	Iteration 101Q: 3 clusters Score -4384662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4384658.500000 Penalty: 3149.249512
	Iteration 102Q: 3 clusters Score -4384658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4384661.500000 Penalty: 3149.249512
	Iteration 103Q: 3 clusters Score -4384662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4384660.500000 Penalty: 3149.249512
	Iteration 104Q: 3 clusters Score -4384660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4384660.500000 Penalty: 3149.249512
	Iteration 105Q: 3 clusters Score -4384660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4384669.000000 Penalty: 3149.249512
	Iteration 106Q: 3 clusters Score -4384669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4384675.500000 Penalty: 3149.249512
	Iteration 107Q: 3 clusters Score -4384676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4384669.000000 Penalty: 3149.249512
	Iteration 108Q: 3 clusters Score -4384669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4384670.000000 Penalty: 3149.249512
	Iteration 109Q: 3 clusters Score -4384670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4384669.500000 Penalty: 3149.249512
	Iteration 110Q: 3 clusters Score -4384670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4384673.500000 Penalty: 3149.249512
	Iteration 111Q: 3 clusters Score -4384674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4384674.500000 Penalty: 3149.249512
	Iteration 112Q: 3 clusters Score -4384674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4384680.000000 Penalty: 3149.249512
	Iteration 113Q: 3 clusters Score -4384680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4384680.000000 Penalty: 3149.249512
	Iteration 114Q: 3 clusters Score -4384680 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4384673.000000 Penalty: 3149.249512
	Iteration 115Q: 3 clusters Score -4384673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4384673.000000 Penalty: 3149.249512
	Iteration 116Q: 3 clusters Score -4384673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4384679.500000 Penalty: 3149.249512
	Iteration 117Q: 3 clusters Score -4384680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4384685.500000 Penalty: 3149.249512
	Iteration 118Q: 3 clusters Score -4384686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4384694.500000 Penalty: 3149.249512
	Iteration 119Q: 3 clusters Score -4384694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4384697.000000 Penalty: 3149.249512
	Iteration 120F: 3 clusters Score -4384697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4384699.000000 Penalty: 3149.249512
	Iteration 121Q: 3 clusters Score -4384699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4384705.500000 Penalty: 3149.249512
	Iteration 122Q: 3 clusters Score -4384706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4384706.000000 Penalty: 3149.249512
	Iteration 123Q: 3 clusters Score -4384706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4384703.500000 Penalty: 3149.249512
	Iteration 124Q: 3 clusters Score -4384704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4384702.500000 Penalty: 3149.249512
	Iteration 125Q: 3 clusters Score -4384702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4384705.000000 Penalty: 3149.249512
	Iteration 126Q: 3 clusters Score -4384705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4384705.500000 Penalty: 3149.249512
	Iteration 127Q: 3 clusters Score -4384706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4384719.000000 Penalty: 3149.249512
	Iteration 128Q: 3 clusters Score -4384719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4384721.500000 Penalty: 3149.249512
	Iteration 129Q: 3 clusters Score -4384722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4384720.500000 Penalty: 3149.249512
	Iteration 130Q: 3 clusters Score -4384720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4384726.500000 Penalty: 3149.249512
	Iteration 131Q: 3 clusters Score -4384726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4384732.000000 Penalty: 3149.249512
	Iteration 132Q: 3 clusters Score -4384732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4384741.000000 Penalty: 3149.249512
	Iteration 133Q: 3 clusters Score -4384741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4384739.000000 Penalty: 3149.249512
	Iteration 134Q: 3 clusters Score -4384739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4384740.000000 Penalty: 3149.249512
	Iteration 135Q: 3 clusters Score -4384740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4384740.000000 Penalty: 3149.249512
	Iteration 136Q: 3 clusters Score -4384740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4384742.500000 Penalty: 3149.249512
	Iteration 137Q: 3 clusters Score -4384742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4384753.500000 Penalty: 3149.249512
	Iteration 138Q: 3 clusters Score -4384754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4384752.000000 Penalty: 3149.249512
	Iteration 139Q: 3 clusters Score -4384752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4384758.000000 Penalty: 3149.249512
	Iteration 140F: 3 clusters Score -4384758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4384760.500000 Penalty: 3149.249512
	Iteration 141Q: 3 clusters Score -4384760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4384773.500000 Penalty: 3149.249512
	Iteration 142Q: 3 clusters Score -4384774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4384778.000000 Penalty: 3149.249512
	Iteration 143Q: 3 clusters Score -4384778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4384772.000000 Penalty: 3149.249512
	Iteration 144Q: 3 clusters Score -4384772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4384772.500000 Penalty: 3149.249512
	Iteration 145Q: 3 clusters Score -4384772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4384780.000000 Penalty: 3149.249512
	Iteration 146Q: 3 clusters Score -4384780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4384782.000000 Penalty: 3149.249512
	Iteration 147Q: 3 clusters Score -4384782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4384783.000000 Penalty: 3149.249512
	Iteration 148Q: 3 clusters Score -4384783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4384785.000000 Penalty: 3149.249512
	Iteration 149Q: 3 clusters Score -4384785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4384790.500000 Penalty: 3149.249512
	Iteration 150Q: 3 clusters Score -4384790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4384785.500000 Penalty: 3149.249512
	Iteration 151Q: 3 clusters Score -4384786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4384784.000000 Penalty: 3149.249512
	Iteration 152Q: 3 clusters Score -4384784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4384788.000000 Penalty: 3149.249512
	Iteration 153Q: 3 clusters Score -4384788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4384793.500000 Penalty: 3149.249512
	Iteration 154Q: 3 clusters Score -4384794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4384796.500000 Penalty: 3149.249512
	Iteration 155Q: 3 clusters Score -4384796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4384800.500000 Penalty: 3149.249512
	Iteration 156Q: 3 clusters Score -4384800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4384803.000000 Penalty: 3149.249512
	Iteration 157Q: 3 clusters Score -4384803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4384811.000000 Penalty: 3149.249512
	Iteration 158Q: 3 clusters Score -4384811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4384806.500000 Penalty: 3149.249512
	Iteration 159Q: 3 clusters Score -4384806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4384813.500000 Penalty: 3149.249512
	Iteration 160F: 3 clusters Score -4384814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4384812.000000 Penalty: 3149.249512
	Iteration 161Q: 3 clusters Score -4384812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4384803.500000 Penalty: 3149.249512
	Iteration 162Q: 3 clusters Score -4384804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4384811.500000 Penalty: 3149.249512
	Iteration 163Q: 3 clusters Score -4384812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4384814.000000 Penalty: 3149.249512
	Iteration 164Q: 3 clusters Score -4384814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4384811.000000 Penalty: 3149.249512
	Iteration 165Q: 3 clusters Score -4384811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4384815.000000 Penalty: 3149.249512
	Iteration 166Q: 3 clusters Score -4384815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4384826.500000 Penalty: 3149.249512
	Iteration 167Q: 3 clusters Score -4384826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4384829.500000 Penalty: 3149.249512
	Iteration 168Q: 3 clusters Score -4384830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4384825.500000 Penalty: 3149.249512
	Iteration 169Q: 3 clusters Score -4384826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4384832.000000 Penalty: 3149.249512
	Iteration 170Q: 3 clusters Score -4384832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4384832.000000 Penalty: 3149.249512
	Iteration 171F: 3 clusters Score -4384832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -138156.906250 Penalty: 1068.959961
	Iteration 0F: 2 clusters Score -138156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -136693.687500 Penalty: 2137.919922
	Iteration 0F: 3 clusters Score -136693.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137046.656250 Penalty: 2137.919922
	Iteration 1F: 3 clusters Score -137046.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137150.078125 Penalty: 2137.919922
	Iteration 2F: 3 clusters Score -137150.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137188.250000 Penalty: 2137.919922
	Iteration 3Q: 3 clusters Score -137188.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137211.812500 Penalty: 2137.919922
	Iteration 4Q: 3 clusters Score -137211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137223.640625 Penalty: 2137.919922
	Iteration 5Q: 3 clusters Score -137223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137228.921875 Penalty: 2137.919922
	Iteration 6Q: 3 clusters Score -137228.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137233.843750 Penalty: 2137.919922
	Iteration 7Q: 3 clusters Score -137233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -137238.062500 Penalty: 2137.919922
	Iteration 8Q: 3 clusters Score -137238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137238.515625 Penalty: 2137.919922
	Iteration 9Q: 3 clusters Score -137238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137239.187500 Penalty: 2137.919922
	Iteration 10Q: 3 clusters Score -137239.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137239.187500 Penalty: 2137.919922
	Iteration 11F: 3 clusters Score -137239.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Entering Unmasked Estep 
Score: -2021726.250000 Penalty: 1464.653442
	Iteration 0F: 2 clusters Score -2021726 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 9473 members 
Entering Unmasked Estep 
Score: -2009410.250000 Penalty: 2929.306885
	Iteration 0F: 3 clusters Score -2009410 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2013886.875000 Penalty: 2929.306885
	Iteration 1F: 3 clusters Score -2013887 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2014298.875000 Penalty: 2929.306885
	Iteration 2F: 3 clusters Score -2014299 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2014624.125000 Penalty: 2929.306885
	Iteration 3Q: 3 clusters Score -2014624 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2014930.625000 Penalty: 2929.306885
	Iteration 4Q: 3 clusters Score -2014931 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2015234.000000 Penalty: 2929.306885
	Iteration 5Q: 3 clusters Score -2015234 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2015555.125000 Penalty: 2929.306885
	Iteration 6Q: 3 clusters Score -2015555 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2015880.875000 Penalty: 2929.306885
	Iteration 7Q: 3 clusters Score -2015881 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2016227.500000 Penalty: 2929.306885
	Iteration 8Q: 3 clusters Score -2016228 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2016586.000000 Penalty: 2929.306885
	Iteration 9Q: 3 clusters Score -2016586 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2016907.375000 Penalty: 2929.306885
	Iteration 10Q: 3 clusters Score -2016907 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2017175.250000 Penalty: 2929.306885
	Iteration 11Q: 3 clusters Score -2017175 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2017418.750000 Penalty: 2929.306885
	Iteration 12Q: 3 clusters Score -2017419 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2017665.500000 Penalty: 2929.306885
	Iteration 13Q: 3 clusters Score -2017666 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2017881.375000 Penalty: 2929.306885
	Iteration 14Q: 3 clusters Score -2017881 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2018067.875000 Penalty: 2929.306885
	Iteration 15Q: 3 clusters Score -2018068 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2018194.750000 Penalty: 2929.306885
	Iteration 16Q: 3 clusters Score -2018195 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2018278.250000 Penalty: 2929.306885
	Iteration 17Q: 3 clusters Score -2018278 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2018338.750000 Penalty: 2929.306885
	Iteration 18Q: 3 clusters Score -2018339 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2018391.125000 Penalty: 2929.306885
	Iteration 19Q: 3 clusters Score -2018391 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2018421.875000 Penalty: 2929.306885
	Iteration 20F: 3 clusters Score -2018422 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2018443.625000 Penalty: 2929.306885
	Iteration 21Q: 3 clusters Score -2018444 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2018470.625000 Penalty: 2929.306885
	Iteration 22Q: 3 clusters Score -2018471 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2018501.125000 Penalty: 2929.306885
	Iteration 23Q: 3 clusters Score -2018501 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2018531.125000 Penalty: 2929.306885
	Iteration 24Q: 3 clusters Score -2018531 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2018553.000000 Penalty: 2929.306885
	Iteration 25Q: 3 clusters Score -2018553 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2018569.625000 Penalty: 2929.306885
	Iteration 26Q: 3 clusters Score -2018570 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2018601.250000 Penalty: 2929.306885
	Iteration 27Q: 3 clusters Score -2018601 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2018626.625000 Penalty: 2929.306885
	Iteration 28Q: 3 clusters Score -2018627 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2018650.000000 Penalty: 2929.306885
	Iteration 29Q: 3 clusters Score -2018650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2018677.500000 Penalty: 2929.306885
	Iteration 30Q: 3 clusters Score -2018678 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2018700.125000 Penalty: 2929.306885
	Iteration 31Q: 3 clusters Score -2018700 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2018724.375000 Penalty: 2929.306885
	Iteration 32Q: 3 clusters Score -2018724 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2018748.250000 Penalty: 2929.306885
	Iteration 33Q: 3 clusters Score -2018748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2018784.750000 Penalty: 2929.306885
	Iteration 34Q: 3 clusters Score -2018785 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2018796.875000 Penalty: 2929.306885
	Iteration 35Q: 3 clusters Score -2018797 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2018838.375000 Penalty: 2929.306885
	Iteration 36Q: 3 clusters Score -2018838 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2018870.375000 Penalty: 2929.306885
	Iteration 37Q: 3 clusters Score -2018870 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2018912.125000 Penalty: 2929.306885
	Iteration 38Q: 3 clusters Score -2018912 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2018948.500000 Penalty: 2929.306885
	Iteration 39Q: 3 clusters Score -2018948 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2018996.250000 Penalty: 2929.306885
	Iteration 40F: 3 clusters Score -2018996 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2019059.000000 Penalty: 2929.306885
	Iteration 41Q: 3 clusters Score -2019059 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2019113.875000 Penalty: 2929.306885
	Iteration 42Q: 3 clusters Score -2019114 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2019168.125000 Penalty: 2929.306885
	Iteration 43Q: 3 clusters Score -2019168 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2019244.250000 Penalty: 2929.306885
	Iteration 44Q: 3 clusters Score -2019244 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2019303.625000 Penalty: 2929.306885
	Iteration 45Q: 3 clusters Score -2019304 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2019358.375000 Penalty: 2929.306885
	Iteration 46Q: 3 clusters Score -2019358 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2019411.375000 Penalty: 2929.306885
	Iteration 47Q: 3 clusters Score -2019411 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2019490.250000 Penalty: 2929.306885
	Iteration 48Q: 3 clusters Score -2019490 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2019563.875000 Penalty: 2929.306885
	Iteration 49Q: 3 clusters Score -2019564 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2019642.375000 Penalty: 2929.306885
	Iteration 50Q: 3 clusters Score -2019642 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2019734.375000 Penalty: 2929.306885
	Iteration 51Q: 3 clusters Score -2019734 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2019834.625000 Penalty: 2929.306885
	Iteration 52Q: 3 clusters Score -2019835 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2019949.000000 Penalty: 2929.306885
	Iteration 53Q: 3 clusters Score -2019949 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2020098.625000 Penalty: 2929.306885
	Iteration 54Q: 3 clusters Score -2020099 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2020251.500000 Penalty: 2929.306885
	Iteration 55Q: 3 clusters Score -2020252 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2020407.500000 Penalty: 2929.306885
	Iteration 56Q: 3 clusters Score -2020408 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2020523.875000 Penalty: 2929.306885
	Iteration 57Q: 3 clusters Score -2020524 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2020620.750000 Penalty: 2929.306885
	Iteration 58Q: 3 clusters Score -2020621 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2020686.500000 Penalty: 2929.306885
	Iteration 59Q: 3 clusters Score -2020686 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2020735.500000 Penalty: 2929.306885
	Iteration 60F: 3 clusters Score -2020736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2020773.875000 Penalty: 2929.306885
	Iteration 61Q: 3 clusters Score -2020774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2020795.000000 Penalty: 2929.306885
	Iteration 62Q: 3 clusters Score -2020795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2020814.750000 Penalty: 2929.306885
	Iteration 63Q: 3 clusters Score -2020815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2020832.375000 Penalty: 2929.306885
	Iteration 64Q: 3 clusters Score -2020832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2020842.750000 Penalty: 2929.306885
	Iteration 65Q: 3 clusters Score -2020843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2020853.125000 Penalty: 2929.306885
	Iteration 66Q: 3 clusters Score -2020853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2020857.000000 Penalty: 2929.306885
	Iteration 67Q: 3 clusters Score -2020857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2020866.125000 Penalty: 2929.306885
	Iteration 68Q: 3 clusters Score -2020866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2020876.875000 Penalty: 2929.306885
	Iteration 69Q: 3 clusters Score -2020877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2020878.000000 Penalty: 2929.306885
	Iteration 70Q: 3 clusters Score -2020878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2020891.500000 Penalty: 2929.306885
	Iteration 71Q: 3 clusters Score -2020892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2020898.625000 Penalty: 2929.306885
	Iteration 72Q: 3 clusters Score -2020899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2020903.750000 Penalty: 2929.306885
	Iteration 73Q: 3 clusters Score -2020904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2020900.625000 Penalty: 2929.306885
	Iteration 74Q: 3 clusters Score -2020901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2020905.625000 Penalty: 2929.306885
	Iteration 75Q: 3 clusters Score -2020906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2020908.750000 Penalty: 2929.306885
	Iteration 76Q: 3 clusters Score -2020909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2020913.250000 Penalty: 2929.306885
	Iteration 77Q: 3 clusters Score -2020913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2020911.500000 Penalty: 2929.306885
	Iteration 78Q: 3 clusters Score -2020912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2020912.375000 Penalty: 2929.306885
	Iteration 79Q: 3 clusters Score -2020912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2020911.875000 Penalty: 2929.306885
	Iteration 80F: 3 clusters Score -2020912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2020913.125000 Penalty: 2929.306885
	Iteration 81Q: 3 clusters Score -2020913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2020910.000000 Penalty: 2929.306885
	Iteration 82Q: 3 clusters Score -2020910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2020912.750000 Penalty: 2929.306885
	Iteration 83Q: 3 clusters Score -2020913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2020914.750000 Penalty: 2929.306885
	Iteration 84Q: 3 clusters Score -2020915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2020914.500000 Penalty: 2929.306885
	Iteration 85Q: 3 clusters Score -2020914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2020912.875000 Penalty: 2929.306885
	Iteration 86Q: 3 clusters Score -2020913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2020913.125000 Penalty: 2929.306885
	Iteration 87Q: 3 clusters Score -2020913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2020913.125000 Penalty: 2929.306885
	Iteration 88F: 3 clusters Score -2020913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Entering Unmasked Estep 
Score: -2767925.750000 Penalty: 1505.166748
	Iteration 0F: 2 clusters Score -2767926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2751840.250000 Penalty: 3010.333496
	Iteration 0F: 3 clusters Score -2751840 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2757616.250000 Penalty: 3010.333496
	Iteration 1F: 3 clusters Score -2757616 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2757984.250000 Penalty: 3010.333496
	Iteration 2Q: 3 clusters Score -2757984 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2758313.250000 Penalty: 3010.333496
	Iteration 3Q: 3 clusters Score -2758313 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2758577.250000 Penalty: 3010.333496
	Iteration 4Q: 3 clusters Score -2758577 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2758834.000000 Penalty: 3010.333496
	Iteration 5Q: 3 clusters Score -2758834 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2759111.000000 Penalty: 3010.333496
	Iteration 6Q: 3 clusters Score -2759111 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2759495.000000 Penalty: 3010.333496
	Iteration 7Q: 3 clusters Score -2759495 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2759960.500000 Penalty: 3010.333496
	Iteration 8Q: 3 clusters Score -2759960 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2760480.500000 Penalty: 3010.333496
	Iteration 9Q: 3 clusters Score -2760480 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2761025.500000 Penalty: 3010.333496
	Iteration 10Q: 3 clusters Score -2761026 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2761587.750000 Penalty: 3010.333496
	Iteration 11Q: 3 clusters Score -2761588 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2762199.250000 Penalty: 3010.333496
	Iteration 12Q: 3 clusters Score -2762199 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2762804.000000 Penalty: 3010.333496
	Iteration 13Q: 3 clusters Score -2762804 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2763340.500000 Penalty: 3010.333496
	Iteration 14Q: 3 clusters Score -2763340 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2763842.500000 Penalty: 3010.333496
	Iteration 15Q: 3 clusters Score -2763842 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2764370.000000 Penalty: 3010.333496
	Iteration 16Q: 3 clusters Score -2764370 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2764829.250000 Penalty: 3010.333496
	Iteration 17Q: 3 clusters Score -2764829 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2765176.000000 Penalty: 3010.333496
	Iteration 18Q: 3 clusters Score -2765176 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2765457.000000 Penalty: 3010.333496
	Iteration 19Q: 3 clusters Score -2765457 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2765674.000000 Penalty: 3010.333496
	Iteration 20F: 3 clusters Score -2765674 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2765844.750000 Penalty: 3010.333496
	Iteration 21Q: 3 clusters Score -2765845 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2765982.500000 Penalty: 3010.333496
	Iteration 22Q: 3 clusters Score -2765982 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2766087.750000 Penalty: 3010.333496
	Iteration 23Q: 3 clusters Score -2766088 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2766185.000000 Penalty: 3010.333496
	Iteration 24Q: 3 clusters Score -2766185 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2766239.000000 Penalty: 3010.333496
	Iteration 25Q: 3 clusters Score -2766239 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2766304.250000 Penalty: 3010.333496
	Iteration 26Q: 3 clusters Score -2766304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2766371.750000 Penalty: 3010.333496
	Iteration 27Q: 3 clusters Score -2766372 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2766441.250000 Penalty: 3010.333496
	Iteration 28Q: 3 clusters Score -2766441 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2766493.750000 Penalty: 3010.333496
	Iteration 29Q: 3 clusters Score -2766494 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2766537.000000 Penalty: 3010.333496
	Iteration 30Q: 3 clusters Score -2766537 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2766558.750000 Penalty: 3010.333496
	Iteration 31Q: 3 clusters Score -2766559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2766592.500000 Penalty: 3010.333496
	Iteration 32Q: 3 clusters Score -2766592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2766626.000000 Penalty: 3010.333496
	Iteration 33Q: 3 clusters Score -2766626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -2766657.250000 Penalty: 3010.333496
	Iteration 34Q: 3 clusters Score -2766657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2766690.250000 Penalty: 3010.333496
	Iteration 35Q: 3 clusters Score -2766690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2766704.250000 Penalty: 3010.333496
	Iteration 36Q: 3 clusters Score -2766704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -2766725.000000 Penalty: 3010.333496
	Iteration 37Q: 3 clusters Score -2766725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -2766757.000000 Penalty: 3010.333496
	Iteration 38Q: 3 clusters Score -2766757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2766771.500000 Penalty: 3010.333496
	Iteration 39Q: 3 clusters Score -2766772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2766791.250000 Penalty: 3010.333496
	Iteration 40F: 3 clusters Score -2766791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -2766795.750000 Penalty: 3010.333496
	Iteration 41Q: 3 clusters Score -2766796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2766805.250000 Penalty: 3010.333496
	Iteration 42Q: 3 clusters Score -2766805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2766817.250000 Penalty: 3010.333496
	Iteration 43Q: 3 clusters Score -2766817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -2766832.750000 Penalty: 3010.333496
	Iteration 44Q: 3 clusters Score -2766833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2766834.500000 Penalty: 3010.333496
	Iteration 45Q: 3 clusters Score -2766834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2766840.250000 Penalty: 3010.333496
	Iteration 46Q: 3 clusters Score -2766840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2766835.250000 Penalty: 3010.333496
	Iteration 47Q: 3 clusters Score -2766835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2766843.250000 Penalty: 3010.333496
	Iteration 48Q: 3 clusters Score -2766843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2766846.750000 Penalty: 3010.333496
	Iteration 49Q: 3 clusters Score -2766847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2766853.000000 Penalty: 3010.333496
	Iteration 50Q: 3 clusters Score -2766853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -2766863.750000 Penalty: 3010.333496
	Iteration 51Q: 3 clusters Score -2766864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -2766864.750000 Penalty: 3010.333496
	Iteration 52Q: 3 clusters Score -2766865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -2766878.250000 Penalty: 3010.333496
	Iteration 53Q: 3 clusters Score -2766878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -2766879.500000 Penalty: 3010.333496
	Iteration 54Q: 3 clusters Score -2766880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2766884.000000 Penalty: 3010.333496
	Iteration 55Q: 3 clusters Score -2766884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -2766884.250000 Penalty: 3010.333496
	Iteration 56Q: 3 clusters Score -2766884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2766887.500000 Penalty: 3010.333496
	Iteration 57Q: 3 clusters Score -2766888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2766888.750000 Penalty: 3010.333496
	Iteration 58Q: 3 clusters Score -2766889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2766894.750000 Penalty: 3010.333496
	Iteration 59Q: 3 clusters Score -2766895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -2766893.750000 Penalty: 3010.333496
	Iteration 60F: 3 clusters Score -2766894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -2766898.000000 Penalty: 3010.333496
	Iteration 61Q: 3 clusters Score -2766898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2766898.000000 Penalty: 3010.333496
	Iteration 62Q: 3 clusters Score -2766898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2766892.750000 Penalty: 3010.333496
	Iteration 63Q: 3 clusters Score -2766893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2766896.250000 Penalty: 3010.333496
	Iteration 64Q: 3 clusters Score -2766896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2766898.250000 Penalty: 3010.333496
	Iteration 65Q: 3 clusters Score -2766898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2766898.500000 Penalty: 3010.333496
	Iteration 66Q: 3 clusters Score -2766898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2766898.500000 Penalty: 3010.333496
	Iteration 67F: 3 clusters Score -2766898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Entering Unmasked Estep 
Score: -5337682.000000 Penalty: 1607.165039
	Iteration 0F: 2 clusters Score -5337682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -5305769.000000 Penalty: 3214.330078
	Iteration 0F: 3 clusters Score -5305769 nChanged 22563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -5318243.000000 Penalty: 3214.330078
	Iteration 1F: 3 clusters Score -5318243 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -5318844.000000 Penalty: 3214.330078
	Iteration 2Q: 3 clusters Score -5318844 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -5319436.000000 Penalty: 3214.330078
	Iteration 3Q: 3 clusters Score -5319436 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5320191.000000 Penalty: 3214.330078
	Iteration 4Q: 3 clusters Score -5320191 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -5321195.500000 Penalty: 3214.330078
	Iteration 5Q: 3 clusters Score -5321196 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -5322775.500000 Penalty: 3214.330078
	Iteration 6F: 3 clusters Score -5322776 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -5325135.000000 Penalty: 3214.330078
	Iteration 7F: 3 clusters Score -5325135 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -5328003.500000 Penalty: 3214.330078
	Iteration 8F: 3 clusters Score -5328004 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5330958.500000 Penalty: 3214.330078
	Iteration 9F: 3 clusters Score -5330958 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -5333376.500000 Penalty: 3214.330078
	Iteration 10F: 3 clusters Score -5333376 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -5334870.000000 Penalty: 3214.330078
	Iteration 11Q: 3 clusters Score -5334870 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -5335679.500000 Penalty: 3214.330078
	Iteration 12Q: 3 clusters Score -5335680 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -5336018.000000 Penalty: 3214.330078
	Iteration 13Q: 3 clusters Score -5336018 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -5336208.000000 Penalty: 3214.330078
	Iteration 14Q: 3 clusters Score -5336208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -5336307.000000 Penalty: 3214.330078
	Iteration 15Q: 3 clusters Score -5336307 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -5336377.500000 Penalty: 3214.330078
	Iteration 16Q: 3 clusters Score -5336378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -5336406.000000 Penalty: 3214.330078
	Iteration 17Q: 3 clusters Score -5336406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -5336437.500000 Penalty: 3214.330078
	Iteration 18Q: 3 clusters Score -5336438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -5336460.500000 Penalty: 3214.330078
	Iteration 19Q: 3 clusters Score -5336460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -5336460.000000 Penalty: 3214.330078
	Iteration 20F: 3 clusters Score -5336460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -5336463.500000 Penalty: 3214.330078
	Iteration 21Q: 3 clusters Score -5336464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -5336465.000000 Penalty: 3214.330078
	Iteration 22Q: 3 clusters Score -5336465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -5336473.000000 Penalty: 3214.330078
	Iteration 23Q: 3 clusters Score -5336473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -5336479.000000 Penalty: 3214.330078
	Iteration 24Q: 3 clusters Score -5336479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -5336491.000000 Penalty: 3214.330078
	Iteration 25Q: 3 clusters Score -5336491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -5336493.000000 Penalty: 3214.330078
	Iteration 26Q: 3 clusters Score -5336493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -5336494.500000 Penalty: 3214.330078
	Iteration 27Q: 3 clusters Score -5336494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -5336505.000000 Penalty: 3214.330078
	Iteration 28Q: 3 clusters Score -5336505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -5336499.500000 Penalty: 3214.330078
	Iteration 29Q: 3 clusters Score -5336500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -5336502.000000 Penalty: 3214.330078
	Iteration 30Q: 3 clusters Score -5336502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -5336502.000000 Penalty: 3214.330078
	Iteration 31F: 3 clusters Score -5336502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Entering Unmasked Estep 
Score: -1703437.750000 Penalty: 1433.164551
	Iteration 0F: 2 clusters Score -1703438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1693450.125000 Penalty: 2866.329102
	Iteration 0F: 3 clusters Score -1693450 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1696859.375000 Penalty: 2866.329102
	Iteration 1F: 3 clusters Score -1696859 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1697198.500000 Penalty: 2866.329102
	Iteration 2F: 3 clusters Score -1697198 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1697487.750000 Penalty: 2866.329102
	Iteration 3Q: 3 clusters Score -1697488 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1697700.125000 Penalty: 2866.329102
	Iteration 4Q: 3 clusters Score -1697700 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1697895.000000 Penalty: 2866.329102
	Iteration 5Q: 3 clusters Score -1697895 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1698050.250000 Penalty: 2866.329102
	Iteration 6Q: 3 clusters Score -1698050 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1698231.750000 Penalty: 2866.329102
	Iteration 7Q: 3 clusters Score -1698232 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1698420.625000 Penalty: 2866.329102
	Iteration 8Q: 3 clusters Score -1698421 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1698620.625000 Penalty: 2866.329102
	Iteration 9Q: 3 clusters Score -1698621 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1698880.125000 Penalty: 2866.329102
	Iteration 10Q: 3 clusters Score -1698880 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1699172.500000 Penalty: 2866.329102
	Iteration 11Q: 3 clusters Score -1699172 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1699525.750000 Penalty: 2866.329102
	Iteration 12Q: 3 clusters Score -1699526 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1699941.625000 Penalty: 2866.329102
	Iteration 13Q: 3 clusters Score -1699942 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1700417.875000 Penalty: 2866.329102
	Iteration 14Q: 3 clusters Score -1700418 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1700892.125000 Penalty: 2866.329102
	Iteration 15Q: 3 clusters Score -1700892 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1701330.125000 Penalty: 2866.329102
	Iteration 16Q: 3 clusters Score -1701330 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1701639.750000 Penalty: 2866.329102
	Iteration 17Q: 3 clusters Score -1701640 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1701858.875000 Penalty: 2866.329102
	Iteration 18Q: 3 clusters Score -1701859 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1702028.125000 Penalty: 2866.329102
	Iteration 19Q: 3 clusters Score -1702028 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1702128.750000 Penalty: 2866.329102
	Iteration 20F: 3 clusters Score -1702129 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1702198.625000 Penalty: 2866.329102
	Iteration 21Q: 3 clusters Score -1702199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1702239.875000 Penalty: 2866.329102
	Iteration 22Q: 3 clusters Score -1702240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1702279.625000 Penalty: 2866.329102
	Iteration 23Q: 3 clusters Score -1702280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1702300.750000 Penalty: 2866.329102
	Iteration 24Q: 3 clusters Score -1702301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1702324.875000 Penalty: 2866.329102
	Iteration 25Q: 3 clusters Score -1702325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1702343.375000 Penalty: 2866.329102
	Iteration 26Q: 3 clusters Score -1702343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1702354.125000 Penalty: 2866.329102
	Iteration 27Q: 3 clusters Score -1702354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1702361.125000 Penalty: 2866.329102
	Iteration 28Q: 3 clusters Score -1702361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1702362.125000 Penalty: 2866.329102
	Iteration 29Q: 3 clusters Score -1702362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1702366.000000 Penalty: 2866.329102
	Iteration 30Q: 3 clusters Score -1702366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1702370.875000 Penalty: 2866.329102
	Iteration 31Q: 3 clusters Score -1702371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1702373.875000 Penalty: 2866.329102
	Iteration 32Q: 3 clusters Score -1702374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1702375.125000 Penalty: 2866.329102
	Iteration 33Q: 3 clusters Score -1702375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1702375.125000 Penalty: 2866.329102
	Iteration 34Q: 3 clusters Score -1702375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1702374.375000 Penalty: 2866.329102
	Iteration 35Q: 3 clusters Score -1702374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1702374.375000 Penalty: 2866.329102
	Iteration 36F: 3 clusters Score -1702374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Entering Unmasked Estep 
Score: -1417262.000000 Penalty: 1411.268188
	Iteration 0F: 2 clusters Score -1417262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1408566.500000 Penalty: 2822.536377
	Iteration 0F: 3 clusters Score -1408566 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1411630.750000 Penalty: 2822.536377
	Iteration 1F: 3 clusters Score -1411631 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1412060.875000 Penalty: 2822.536377
	Iteration 2F: 3 clusters Score -1412061 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1412383.000000 Penalty: 2822.536377
	Iteration 3F: 3 clusters Score -1412383 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1412655.125000 Penalty: 2822.536377
	Iteration 4Q: 3 clusters Score -1412655 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1412915.625000 Penalty: 2822.536377
	Iteration 5Q: 3 clusters Score -1412916 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1413165.500000 Penalty: 2822.536377
	Iteration 6Q: 3 clusters Score -1413166 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1413436.875000 Penalty: 2822.536377
	Iteration 7Q: 3 clusters Score -1413437 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1413712.000000 Penalty: 2822.536377
	Iteration 8Q: 3 clusters Score -1413712 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1413975.125000 Penalty: 2822.536377
	Iteration 9Q: 3 clusters Score -1413975 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1414226.875000 Penalty: 2822.536377
	Iteration 10Q: 3 clusters Score -1414227 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1414445.125000 Penalty: 2822.536377
	Iteration 11Q: 3 clusters Score -1414445 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1414658.000000 Penalty: 2822.536377
	Iteration 12Q: 3 clusters Score -1414658 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1414839.250000 Penalty: 2822.536377
	Iteration 13Q: 3 clusters Score -1414839 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1414984.750000 Penalty: 2822.536377
	Iteration 14Q: 3 clusters Score -1414985 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1415117.375000 Penalty: 2822.536377
	Iteration 15Q: 3 clusters Score -1415117 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1415224.750000 Penalty: 2822.536377
	Iteration 16Q: 3 clusters Score -1415225 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1415331.500000 Penalty: 2822.536377
	Iteration 17Q: 3 clusters Score -1415332 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1415414.875000 Penalty: 2822.536377
	Iteration 18Q: 3 clusters Score -1415415 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1415492.000000 Penalty: 2822.536377
	Iteration 19Q: 3 clusters Score -1415492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1415549.125000 Penalty: 2822.536377
	Iteration 20F: 3 clusters Score -1415549 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1415598.375000 Penalty: 2822.536377
	Iteration 21Q: 3 clusters Score -1415598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1415646.125000 Penalty: 2822.536377
	Iteration 22Q: 3 clusters Score -1415646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1415682.000000 Penalty: 2822.536377
	Iteration 23Q: 3 clusters Score -1415682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1415709.125000 Penalty: 2822.536377
	Iteration 24Q: 3 clusters Score -1415709 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1415734.250000 Penalty: 2822.536377
	Iteration 25Q: 3 clusters Score -1415734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1415745.125000 Penalty: 2822.536377
	Iteration 26Q: 3 clusters Score -1415745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1415766.000000 Penalty: 2822.536377
	Iteration 27Q: 3 clusters Score -1415766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1415783.750000 Penalty: 2822.536377
	Iteration 28Q: 3 clusters Score -1415784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1415805.500000 Penalty: 2822.536377
	Iteration 29Q: 3 clusters Score -1415806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1415825.500000 Penalty: 2822.536377
	Iteration 30Q: 3 clusters Score -1415826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1415840.625000 Penalty: 2822.536377
	Iteration 31Q: 3 clusters Score -1415841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1415851.250000 Penalty: 2822.536377
	Iteration 32Q: 3 clusters Score -1415851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1415864.125000 Penalty: 2822.536377
	Iteration 33Q: 3 clusters Score -1415864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1415872.500000 Penalty: 2822.536377
	Iteration 34Q: 3 clusters Score -1415872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1415883.750000 Penalty: 2822.536377
	Iteration 35Q: 3 clusters Score -1415884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1415892.500000 Penalty: 2822.536377
	Iteration 36Q: 3 clusters Score -1415892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1415904.375000 Penalty: 2822.536377
	Iteration 37Q: 3 clusters Score -1415904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1415909.875000 Penalty: 2822.536377
	Iteration 38Q: 3 clusters Score -1415910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1415913.750000 Penalty: 2822.536377
	Iteration 39Q: 3 clusters Score -1415914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1415914.875000 Penalty: 2822.536377
	Iteration 40F: 3 clusters Score -1415915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1415918.125000 Penalty: 2822.536377
	Iteration 41Q: 3 clusters Score -1415918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1415925.875000 Penalty: 2822.536377
	Iteration 42Q: 3 clusters Score -1415926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1415932.375000 Penalty: 2822.536377
	Iteration 43Q: 3 clusters Score -1415932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1415938.000000 Penalty: 2822.536377
	Iteration 44Q: 3 clusters Score -1415938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1415941.500000 Penalty: 2822.536377
	Iteration 45Q: 3 clusters Score -1415942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1415952.875000 Penalty: 2822.536377
	Iteration 46Q: 3 clusters Score -1415953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1415958.500000 Penalty: 2822.536377
	Iteration 47Q: 3 clusters Score -1415958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1415964.375000 Penalty: 2822.536377
	Iteration 48Q: 3 clusters Score -1415964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1415971.250000 Penalty: 2822.536377
	Iteration 49Q: 3 clusters Score -1415971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1415980.500000 Penalty: 2822.536377
	Iteration 50Q: 3 clusters Score -1415980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1415991.000000 Penalty: 2822.536377
	Iteration 51Q: 3 clusters Score -1415991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1415997.250000 Penalty: 2822.536377
	Iteration 52Q: 3 clusters Score -1415997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1416016.500000 Penalty: 2822.536377
	Iteration 53Q: 3 clusters Score -1416016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1416024.375000 Penalty: 2822.536377
	Iteration 54Q: 3 clusters Score -1416024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1416031.375000 Penalty: 2822.536377
	Iteration 55Q: 3 clusters Score -1416031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1416033.125000 Penalty: 2822.536377
	Iteration 56Q: 3 clusters Score -1416033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1416039.125000 Penalty: 2822.536377
	Iteration 57Q: 3 clusters Score -1416039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1416046.125000 Penalty: 2822.536377
	Iteration 58Q: 3 clusters Score -1416046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1416055.750000 Penalty: 2822.536377
	Iteration 59Q: 3 clusters Score -1416056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1416067.250000 Penalty: 2822.536377
	Iteration 60F: 3 clusters Score -1416067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1416074.375000 Penalty: 2822.536377
	Iteration 61Q: 3 clusters Score -1416074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1416082.125000 Penalty: 2822.536377
	Iteration 62Q: 3 clusters Score -1416082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1416085.875000 Penalty: 2822.536377
	Iteration 63Q: 3 clusters Score -1416086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1416094.625000 Penalty: 2822.536377
	Iteration 64Q: 3 clusters Score -1416095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1416098.625000 Penalty: 2822.536377
	Iteration 65Q: 3 clusters Score -1416099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1416099.750000 Penalty: 2822.536377
	Iteration 66Q: 3 clusters Score -1416100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1416107.250000 Penalty: 2822.536377
	Iteration 67Q: 3 clusters Score -1416107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1416112.500000 Penalty: 2822.536377
	Iteration 68Q: 3 clusters Score -1416112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1416119.500000 Penalty: 2822.536377
	Iteration 69Q: 3 clusters Score -1416120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1416122.375000 Penalty: 2822.536377
	Iteration 70Q: 3 clusters Score -1416122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1416124.250000 Penalty: 2822.536377
	Iteration 71Q: 3 clusters Score -1416124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1416128.500000 Penalty: 2822.536377
	Iteration 72Q: 3 clusters Score -1416128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1416129.000000 Penalty: 2822.536377
	Iteration 73Q: 3 clusters Score -1416129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1416129.625000 Penalty: 2822.536377
	Iteration 74Q: 3 clusters Score -1416130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1416130.625000 Penalty: 2822.536377
	Iteration 75Q: 3 clusters Score -1416131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1416135.625000 Penalty: 2822.536377
	Iteration 76Q: 3 clusters Score -1416136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1416134.250000 Penalty: 2822.536377
	Iteration 77Q: 3 clusters Score -1416134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1416135.750000 Penalty: 2822.536377
	Iteration 78Q: 3 clusters Score -1416136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1416135.750000 Penalty: 2822.536377
	Iteration 79F: 3 clusters Score -1416136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Entering Unmasked Estep 
Score: -5139223.000000 Penalty: 1599.718018
	Iteration 0F: 2 clusters Score -5139223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -5108725.000000 Penalty: 3199.436035
	Iteration 0F: 3 clusters Score -5108725 nChanged 21466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -5120464.500000 Penalty: 3199.436035
	Iteration 1F: 3 clusters Score -5120464 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -5121055.500000 Penalty: 3199.436035
	Iteration 2Q: 3 clusters Score -5121056 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -5121712.000000 Penalty: 3199.436035
	Iteration 3Q: 3 clusters Score -5121712 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -5122487.500000 Penalty: 3199.436035
	Iteration 4Q: 3 clusters Score -5122488 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -5123577.000000 Penalty: 3199.436035
	Iteration 5F: 3 clusters Score -5123577 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -5125143.500000 Penalty: 3199.436035
	Iteration 6F: 3 clusters Score -5125144 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -5127321.500000 Penalty: 3199.436035
	Iteration 7F: 3 clusters Score -5127322 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -5129857.500000 Penalty: 3199.436035
	Iteration 8F: 3 clusters Score -5129858 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5132566.000000 Penalty: 3199.436035
	Iteration 9F: 3 clusters Score -5132566 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5134809.000000 Penalty: 3199.436035
	Iteration 10F: 3 clusters Score -5134809 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -5136326.500000 Penalty: 3199.436035
	Iteration 11Q: 3 clusters Score -5136326 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -5137123.500000 Penalty: 3199.436035
	Iteration 12Q: 3 clusters Score -5137124 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -5137482.500000 Penalty: 3199.436035
	Iteration 13Q: 3 clusters Score -5137482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -5137670.000000 Penalty: 3199.436035
	Iteration 14Q: 3 clusters Score -5137670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -5137780.500000 Penalty: 3199.436035
	Iteration 15Q: 3 clusters Score -5137780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5137841.000000 Penalty: 3199.436035
	Iteration 16Q: 3 clusters Score -5137841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -5137888.000000 Penalty: 3199.436035
	Iteration 17Q: 3 clusters Score -5137888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -5137909.500000 Penalty: 3199.436035
	Iteration 18Q: 3 clusters Score -5137910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -5137923.000000 Penalty: 3199.436035
	Iteration 19Q: 3 clusters Score -5137923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -5137933.500000 Penalty: 3199.436035
	Iteration 20F: 3 clusters Score -5137934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -5137940.000000 Penalty: 3199.436035
	Iteration 21Q: 3 clusters Score -5137940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -5137946.500000 Penalty: 3199.436035
	Iteration 22Q: 3 clusters Score -5137946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -5137960.500000 Penalty: 3199.436035
	Iteration 23Q: 3 clusters Score -5137960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -5137966.500000 Penalty: 3199.436035
	Iteration 24Q: 3 clusters Score -5137966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -5137974.500000 Penalty: 3199.436035
	Iteration 25Q: 3 clusters Score -5137974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -5137980.000000 Penalty: 3199.436035
	Iteration 26Q: 3 clusters Score -5137980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -5137980.000000 Penalty: 3199.436035
	Iteration 27F: 3 clusters Score -5137980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Entering Unmasked Estep 
Score: -322837.656250 Penalty: 1201.970337
	Iteration 0F: 2 clusters Score -322837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -320171.968750 Penalty: 2403.940674
	Iteration 0F: 3 clusters Score -320172 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -320901.187500 Penalty: 2403.940674
	Iteration 1F: 3 clusters Score -320901.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -321089.093750 Penalty: 2403.940674
	Iteration 2F: 3 clusters Score -321089.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -321193.093750 Penalty: 2403.940674
	Iteration 3F: 3 clusters Score -321193.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -321256.593750 Penalty: 2403.940674
	Iteration 4Q: 3 clusters Score -321256.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -321332.375000 Penalty: 2403.940674
	Iteration 5Q: 3 clusters Score -321332.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -321398.375000 Penalty: 2403.940674
	Iteration 6Q: 3 clusters Score -321398.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -321455.250000 Penalty: 2403.940674
	Iteration 7Q: 3 clusters Score -321455.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -321515.968750 Penalty: 2403.940674
	Iteration 8Q: 3 clusters Score -321516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -321569.218750 Penalty: 2403.940674
	Iteration 9Q: 3 clusters Score -321569.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -321605.562500 Penalty: 2403.940674
	Iteration 10Q: 3 clusters Score -321605.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -321635.031250 Penalty: 2403.940674
	Iteration 11Q: 3 clusters Score -321635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -321657.718750 Penalty: 2403.940674
	Iteration 12Q: 3 clusters Score -321657.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -321685.062500 Penalty: 2403.940674
	Iteration 13Q: 3 clusters Score -321685.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -321714.593750 Penalty: 2403.940674
	Iteration 14Q: 3 clusters Score -321714.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -321747.843750 Penalty: 2403.940674
	Iteration 15Q: 3 clusters Score -321747.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -321781.187500 Penalty: 2403.940674
	Iteration 16Q: 3 clusters Score -321781.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -321817.781250 Penalty: 2403.940674
	Iteration 17Q: 3 clusters Score -321817.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -321850.000000 Penalty: 2403.940674
	Iteration 18Q: 3 clusters Score -321850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -321882.156250 Penalty: 2403.940674
	Iteration 19Q: 3 clusters Score -321882.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -321916.437500 Penalty: 2403.940674
	Iteration 20F: 3 clusters Score -321916.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -321959.093750 Penalty: 2403.940674
	Iteration 21Q: 3 clusters Score -321959.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -322001.406250 Penalty: 2403.940674
	Iteration 22Q: 3 clusters Score -322001.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -322043.593750 Penalty: 2403.940674
	Iteration 23Q: 3 clusters Score -322043.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -322092.406250 Penalty: 2403.940674
	Iteration 24Q: 3 clusters Score -322092.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -322130.125000 Penalty: 2403.940674
	Iteration 25Q: 3 clusters Score -322130.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -322151.250000 Penalty: 2403.940674
	Iteration 26Q: 3 clusters Score -322151.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -322161.406250 Penalty: 2403.940674
	Iteration 27Q: 3 clusters Score -322161.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -322169.343750 Penalty: 2403.940674
	Iteration 28Q: 3 clusters Score -322169.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -322177.500000 Penalty: 2403.940674
	Iteration 29Q: 3 clusters Score -322177.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -322190.343750 Penalty: 2403.940674
	Iteration 30Q: 3 clusters Score -322190.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -322209.312500 Penalty: 2403.940674
	Iteration 31Q: 3 clusters Score -322209.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -322224.437500 Penalty: 2403.940674
	Iteration 32Q: 3 clusters Score -322224.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -322236.125000 Penalty: 2403.940674
	Iteration 33Q: 3 clusters Score -322236.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -322246.375000 Penalty: 2403.940674
	Iteration 34Q: 3 clusters Score -322246.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -322254.062500 Penalty: 2403.940674
	Iteration 35Q: 3 clusters Score -322254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -322258.906250 Penalty: 2403.940674
	Iteration 36Q: 3 clusters Score -322258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -322266.250000 Penalty: 2403.940674
	Iteration 37Q: 3 clusters Score -322266.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -322275.656250 Penalty: 2403.940674
	Iteration 38Q: 3 clusters Score -322275.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -322281.781250 Penalty: 2403.940674
	Iteration 39Q: 3 clusters Score -322281.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -322292.968750 Penalty: 2403.940674
	Iteration 40F: 3 clusters Score -322293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -322305.093750 Penalty: 2403.940674
	Iteration 41Q: 3 clusters Score -322305.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -322319.625000 Penalty: 2403.940674
	Iteration 42Q: 3 clusters Score -322319.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -322330.406250 Penalty: 2403.940674
	Iteration 43Q: 3 clusters Score -322330.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -322338.281250 Penalty: 2403.940674
	Iteration 44Q: 3 clusters Score -322338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -322347.125000 Penalty: 2403.940674
	Iteration 45Q: 3 clusters Score -322347.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -322357.843750 Penalty: 2403.940674
	Iteration 46Q: 3 clusters Score -322357.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -322372.125000 Penalty: 2403.940674
	Iteration 47Q: 3 clusters Score -322372.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -322383.187500 Penalty: 2403.940674
	Iteration 48Q: 3 clusters Score -322383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -322387.375000 Penalty: 2403.940674
	Iteration 49Q: 3 clusters Score -322387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -322391.375000 Penalty: 2403.940674
	Iteration 50Q: 3 clusters Score -322391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -322399.343750 Penalty: 2403.940674
	Iteration 51Q: 3 clusters Score -322399.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -322408.375000 Penalty: 2403.940674
	Iteration 52Q: 3 clusters Score -322408.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -322417.343750 Penalty: 2403.940674
	Iteration 53Q: 3 clusters Score -322417.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -322422.593750 Penalty: 2403.940674
	Iteration 54Q: 3 clusters Score -322422.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -322431.937500 Penalty: 2403.940674
	Iteration 55Q: 3 clusters Score -322431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -322436.343750 Penalty: 2403.940674
	Iteration 56Q: 3 clusters Score -322436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -322437.875000 Penalty: 2403.940674
	Iteration 57Q: 3 clusters Score -322437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -322438.687500 Penalty: 2403.940674
	Iteration 58Q: 3 clusters Score -322438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -322440.750000 Penalty: 2403.940674
	Iteration 59Q: 3 clusters Score -322440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -322442.031250 Penalty: 2403.940674
	Iteration 60F: 3 clusters Score -322442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -322443.218750 Penalty: 2403.940674
	Iteration 61Q: 3 clusters Score -322443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -322444.750000 Penalty: 2403.940674
	Iteration 62Q: 3 clusters Score -322444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -322446.250000 Penalty: 2403.940674
	Iteration 63Q: 3 clusters Score -322446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -322446.250000 Penalty: 2403.940674
	Iteration 64F: 3 clusters Score -322446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Entering Unmasked Estep 
Score: -4358330.500000 Penalty: 1573.545288
	Iteration 0F: 2 clusters Score -4358330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4332966.000000 Penalty: 3147.090576
	Iteration 0F: 3 clusters Score -4332966 nChanged 17854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -4342966.000000 Penalty: 3147.090576
	Iteration 1F: 3 clusters Score -4342966 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4343797.500000 Penalty: 3147.090576
	Iteration 2F: 3 clusters Score -4343798 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4344777.000000 Penalty: 3147.090576
	Iteration 3F: 3 clusters Score -4344777 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4345983.500000 Penalty: 3147.090576
	Iteration 4F: 3 clusters Score -4345984 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4347287.500000 Penalty: 3147.090576
	Iteration 5F: 3 clusters Score -4347288 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4348563.000000 Penalty: 3147.090576
	Iteration 6F: 3 clusters Score -4348563 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4349566.000000 Penalty: 3147.090576
	Iteration 7F: 3 clusters Score -4349566 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4350383.000000 Penalty: 3147.090576
	Iteration 8Q: 3 clusters Score -4350383 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -4351043.500000 Penalty: 3147.090576
	Iteration 9Q: 3 clusters Score -4351044 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4351622.000000 Penalty: 3147.090576
	Iteration 10Q: 3 clusters Score -4351622 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4352205.500000 Penalty: 3147.090576
	Iteration 11Q: 3 clusters Score -4352206 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4352868.000000 Penalty: 3147.090576
	Iteration 12Q: 3 clusters Score -4352868 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -4353668.000000 Penalty: 3147.090576
	Iteration 13Q: 3 clusters Score -4353668 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4354428.500000 Penalty: 3147.090576
	Iteration 14Q: 3 clusters Score -4354428 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4354915.000000 Penalty: 3147.090576
	Iteration 15Q: 3 clusters Score -4354915 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4355186.000000 Penalty: 3147.090576
	Iteration 16Q: 3 clusters Score -4355186 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -4355338.000000 Penalty: 3147.090576
	Iteration 17Q: 3 clusters Score -4355338 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -4355426.500000 Penalty: 3147.090576
	Iteration 18Q: 3 clusters Score -4355426 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -4355501.000000 Penalty: 3147.090576
	Iteration 19Q: 3 clusters Score -4355501 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4355574.000000 Penalty: 3147.090576
	Iteration 20F: 3 clusters Score -4355574 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -4355621.500000 Penalty: 3147.090576
	Iteration 21Q: 3 clusters Score -4355622 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4355685.500000 Penalty: 3147.090576
	Iteration 22Q: 3 clusters Score -4355686 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4355711.000000 Penalty: 3147.090576
	Iteration 23Q: 3 clusters Score -4355711 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -4355749.500000 Penalty: 3147.090576
	Iteration 24Q: 3 clusters Score -4355750 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4355807.000000 Penalty: 3147.090576
	Iteration 25Q: 3 clusters Score -4355807 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -4355852.500000 Penalty: 3147.090576
	Iteration 26Q: 3 clusters Score -4355852 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -4355890.000000 Penalty: 3147.090576
	Iteration 27Q: 3 clusters Score -4355890 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -4355922.000000 Penalty: 3147.090576
	Iteration 28Q: 3 clusters Score -4355922 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4355938.500000 Penalty: 3147.090576
	Iteration 29Q: 3 clusters Score -4355938 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -4355950.000000 Penalty: 3147.090576
	Iteration 30Q: 3 clusters Score -4355950 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4355993.000000 Penalty: 3147.090576
	Iteration 31Q: 3 clusters Score -4355993 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -4356021.000000 Penalty: 3147.090576
	Iteration 32Q: 3 clusters Score -4356021 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4356045.500000 Penalty: 3147.090576
	Iteration 33Q: 3 clusters Score -4356046 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4356089.000000 Penalty: 3147.090576
	Iteration 34Q: 3 clusters Score -4356089 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4356118.500000 Penalty: 3147.090576
	Iteration 35Q: 3 clusters Score -4356118 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -4356142.000000 Penalty: 3147.090576
	Iteration 36Q: 3 clusters Score -4356142 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4356178.000000 Penalty: 3147.090576
	Iteration 37Q: 3 clusters Score -4356178 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4356211.000000 Penalty: 3147.090576
	Iteration 38Q: 3 clusters Score -4356211 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4356262.500000 Penalty: 3147.090576
	Iteration 39Q: 3 clusters Score -4356262 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4356294.500000 Penalty: 3147.090576
	Iteration 40F: 3 clusters Score -4356294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4356320.500000 Penalty: 3147.090576
	Iteration 41Q: 3 clusters Score -4356320 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4356366.000000 Penalty: 3147.090576
	Iteration 42Q: 3 clusters Score -4356366 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4356390.500000 Penalty: 3147.090576
	Iteration 43Q: 3 clusters Score -4356390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4356456.500000 Penalty: 3147.090576
	Iteration 44Q: 3 clusters Score -4356456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4356486.500000 Penalty: 3147.090576
	Iteration 45Q: 3 clusters Score -4356486 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4356516.000000 Penalty: 3147.090576
	Iteration 46Q: 3 clusters Score -4356516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4356537.000000 Penalty: 3147.090576
	Iteration 47Q: 3 clusters Score -4356537 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4356552.500000 Penalty: 3147.090576
	Iteration 48Q: 3 clusters Score -4356552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4356590.000000 Penalty: 3147.090576
	Iteration 49Q: 3 clusters Score -4356590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4356609.500000 Penalty: 3147.090576
	Iteration 50Q: 3 clusters Score -4356610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4356621.000000 Penalty: 3147.090576
	Iteration 51Q: 3 clusters Score -4356621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4356649.500000 Penalty: 3147.090576
	Iteration 52Q: 3 clusters Score -4356650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4356672.000000 Penalty: 3147.090576
	Iteration 53Q: 3 clusters Score -4356672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4356692.500000 Penalty: 3147.090576
	Iteration 54Q: 3 clusters Score -4356692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4356719.500000 Penalty: 3147.090576
	Iteration 55Q: 3 clusters Score -4356720 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4356732.000000 Penalty: 3147.090576
	Iteration 56Q: 3 clusters Score -4356732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4356737.500000 Penalty: 3147.090576
	Iteration 57Q: 3 clusters Score -4356738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4356739.500000 Penalty: 3147.090576
	Iteration 58Q: 3 clusters Score -4356740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4356747.000000 Penalty: 3147.090576
	Iteration 59Q: 3 clusters Score -4356747 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4356755.000000 Penalty: 3147.090576
	Iteration 60F: 3 clusters Score -4356755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4356772.000000 Penalty: 3147.090576
	Iteration 61Q: 3 clusters Score -4356772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4356789.000000 Penalty: 3147.090576
	Iteration 62Q: 3 clusters Score -4356789 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4356806.500000 Penalty: 3147.090576
	Iteration 63Q: 3 clusters Score -4356806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4356821.000000 Penalty: 3147.090576
	Iteration 64Q: 3 clusters Score -4356821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4356830.500000 Penalty: 3147.090576
	Iteration 65Q: 3 clusters Score -4356830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4356832.000000 Penalty: 3147.090576
	Iteration 66Q: 3 clusters Score -4356832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4356832.000000 Penalty: 3147.090576
	Iteration 67Q: 3 clusters Score -4356832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4356839.500000 Penalty: 3147.090576
	Iteration 68Q: 3 clusters Score -4356840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4356842.500000 Penalty: 3147.090576
	Iteration 69Q: 3 clusters Score -4356842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4356859.500000 Penalty: 3147.090576
	Iteration 70Q: 3 clusters Score -4356860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4356869.000000 Penalty: 3147.090576
	Iteration 71Q: 3 clusters Score -4356869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4356871.000000 Penalty: 3147.090576
	Iteration 72Q: 3 clusters Score -4356871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4356873.500000 Penalty: 3147.090576
	Iteration 73Q: 3 clusters Score -4356874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4356879.000000 Penalty: 3147.090576
	Iteration 74Q: 3 clusters Score -4356879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4356878.000000 Penalty: 3147.090576
	Iteration 75Q: 3 clusters Score -4356878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4356884.000000 Penalty: 3147.090576
	Iteration 76Q: 3 clusters Score -4356884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4356887.500000 Penalty: 3147.090576
	Iteration 77Q: 3 clusters Score -4356888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4356893.000000 Penalty: 3147.090576
	Iteration 78Q: 3 clusters Score -4356893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4356899.000000 Penalty: 3147.090576
	Iteration 79Q: 3 clusters Score -4356899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4356901.500000 Penalty: 3147.090576
	Iteration 80F: 3 clusters Score -4356902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4356918.500000 Penalty: 3147.090576
	Iteration 81Q: 3 clusters Score -4356918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4356918.000000 Penalty: 3147.090576
	Iteration 82Q: 3 clusters Score -4356918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4356915.000000 Penalty: 3147.090576
	Iteration 83Q: 3 clusters Score -4356915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4356920.000000 Penalty: 3147.090576
	Iteration 84Q: 3 clusters Score -4356920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4356922.000000 Penalty: 3147.090576
	Iteration 85Q: 3 clusters Score -4356922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4356931.500000 Penalty: 3147.090576
	Iteration 86Q: 3 clusters Score -4356932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4356926.500000 Penalty: 3147.090576
	Iteration 87Q: 3 clusters Score -4356926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4356928.000000 Penalty: 3147.090576
	Iteration 88Q: 3 clusters Score -4356928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4356934.500000 Penalty: 3147.090576
	Iteration 89Q: 3 clusters Score -4356934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4356939.500000 Penalty: 3147.090576
	Iteration 90Q: 3 clusters Score -4356940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4356943.500000 Penalty: 3147.090576
	Iteration 91Q: 3 clusters Score -4356944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4356938.000000 Penalty: 3147.090576
	Iteration 92Q: 3 clusters Score -4356938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4356937.000000 Penalty: 3147.090576
	Iteration 93Q: 3 clusters Score -4356937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4356937.500000 Penalty: 3147.090576
	Iteration 94Q: 3 clusters Score -4356938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4356938.500000 Penalty: 3147.090576
	Iteration 95Q: 3 clusters Score -4356938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4356939.000000 Penalty: 3147.090576
	Iteration 96Q: 3 clusters Score -4356939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4356941.000000 Penalty: 3147.090576
	Iteration 97Q: 3 clusters Score -4356941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4356942.000000 Penalty: 3147.090576
	Iteration 98Q: 3 clusters Score -4356942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4356942.000000 Penalty: 3147.090576
	Iteration 99Q: 3 clusters Score -4356942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4356943.500000 Penalty: 3147.090576
	Iteration 100F: 3 clusters Score -4356944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -182797.296875 Penalty: 1109.520508
	Iteration 0F: 2 clusters Score -182797.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -181080.109375 Penalty: 2219.041016
	Iteration 0F: 3 clusters Score -181080.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -181511.812500 Penalty: 2219.041016
	Iteration 1F: 3 clusters Score -181511.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -181616.593750 Penalty: 2219.041016
	Iteration 2F: 3 clusters Score -181616.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -181670.296875 Penalty: 2219.041016
	Iteration 3Q: 3 clusters Score -181670.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -181713.359375 Penalty: 2219.041016
	Iteration 4Q: 3 clusters Score -181713.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -181737.828125 Penalty: 2219.041016
	Iteration 5Q: 3 clusters Score -181737.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -181758.437500 Penalty: 2219.041016
	Iteration 6Q: 3 clusters Score -181758.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -181774.140625 Penalty: 2219.041016
	Iteration 7Q: 3 clusters Score -181774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -181785.515625 Penalty: 2219.041016
	Iteration 8Q: 3 clusters Score -181785.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -181796.171875 Penalty: 2219.041016
	Iteration 9Q: 3 clusters Score -181796.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -181803.781250 Penalty: 2219.041016
	Iteration 10Q: 3 clusters Score -181803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -181808.468750 Penalty: 2219.041016
	Iteration 11Q: 3 clusters Score -181808.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -181810.250000 Penalty: 2219.041016
	Iteration 12Q: 3 clusters Score -181810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -181811.859375 Penalty: 2219.041016
	Iteration 13Q: 3 clusters Score -181811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -181812.140625 Penalty: 2219.041016
	Iteration 14Q: 3 clusters Score -181812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -181812.140625 Penalty: 2219.041016
	Iteration 15F: 3 clusters Score -181812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Entering Unmasked Estep 
Score: -3130185.000000 Penalty: 1523.466797
	Iteration 0F: 2 clusters Score -3130185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3111901.000000 Penalty: 3046.933594
	Iteration 0F: 3 clusters Score -3111901 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3118687.000000 Penalty: 3046.933594
	Iteration 1F: 3 clusters Score -3118687 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3119171.000000 Penalty: 3046.933594
	Iteration 2F: 3 clusters Score -3119171 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3119681.000000 Penalty: 3046.933594
	Iteration 3Q: 3 clusters Score -3119681 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3120225.500000 Penalty: 3046.933594
	Iteration 4Q: 3 clusters Score -3120226 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3120770.000000 Penalty: 3046.933594
	Iteration 5Q: 3 clusters Score -3120770 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3121363.250000 Penalty: 3046.933594
	Iteration 6Q: 3 clusters Score -3121363 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3121955.500000 Penalty: 3046.933594
	Iteration 7Q: 3 clusters Score -3121956 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3122561.250000 Penalty: 3046.933594
	Iteration 8Q: 3 clusters Score -3122561 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3123069.000000 Penalty: 3046.933594
	Iteration 9Q: 3 clusters Score -3123069 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3123527.000000 Penalty: 3046.933594
	Iteration 10Q: 3 clusters Score -3123527 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3123876.500000 Penalty: 3046.933594
	Iteration 11Q: 3 clusters Score -3123876 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3124159.750000 Penalty: 3046.933594
	Iteration 12Q: 3 clusters Score -3124160 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3124365.250000 Penalty: 3046.933594
	Iteration 13Q: 3 clusters Score -3124365 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3124519.500000 Penalty: 3046.933594
	Iteration 14Q: 3 clusters Score -3124520 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3124653.500000 Penalty: 3046.933594
	Iteration 15Q: 3 clusters Score -3124654 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3124766.250000 Penalty: 3046.933594
	Iteration 16Q: 3 clusters Score -3124766 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -3124839.500000 Penalty: 3046.933594
	Iteration 17Q: 3 clusters Score -3124840 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3124940.500000 Penalty: 3046.933594
	Iteration 18Q: 3 clusters Score -3124940 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3125052.000000 Penalty: 3046.933594
	Iteration 19Q: 3 clusters Score -3125052 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3125216.000000 Penalty: 3046.933594
	Iteration 20F: 3 clusters Score -3125216 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3125397.750000 Penalty: 3046.933594
	Iteration 21Q: 3 clusters Score -3125398 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3125606.000000 Penalty: 3046.933594
	Iteration 22Q: 3 clusters Score -3125606 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3125871.000000 Penalty: 3046.933594
	Iteration 23Q: 3 clusters Score -3125871 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3126216.750000 Penalty: 3046.933594
	Iteration 24Q: 3 clusters Score -3126217 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3126546.000000 Penalty: 3046.933594
	Iteration 25Q: 3 clusters Score -3126546 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3126901.500000 Penalty: 3046.933594
	Iteration 26Q: 3 clusters Score -3126902 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -3127235.500000 Penalty: 3046.933594
	Iteration 27Q: 3 clusters Score -3127236 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3127521.500000 Penalty: 3046.933594
	Iteration 28Q: 3 clusters Score -3127522 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3127744.250000 Penalty: 3046.933594
	Iteration 29Q: 3 clusters Score -3127744 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3127931.500000 Penalty: 3046.933594
	Iteration 30Q: 3 clusters Score -3127932 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3128095.250000 Penalty: 3046.933594
	Iteration 31Q: 3 clusters Score -3128095 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3128231.000000 Penalty: 3046.933594
	Iteration 32Q: 3 clusters Score -3128231 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3128344.250000 Penalty: 3046.933594
	Iteration 33Q: 3 clusters Score -3128344 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3128435.000000 Penalty: 3046.933594
	Iteration 34Q: 3 clusters Score -3128435 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3128528.000000 Penalty: 3046.933594
	Iteration 35Q: 3 clusters Score -3128528 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3128603.250000 Penalty: 3046.933594
	Iteration 36Q: 3 clusters Score -3128603 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3128671.000000 Penalty: 3046.933594
	Iteration 37Q: 3 clusters Score -3128671 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3128751.500000 Penalty: 3046.933594
	Iteration 38Q: 3 clusters Score -3128752 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3128815.250000 Penalty: 3046.933594
	Iteration 39Q: 3 clusters Score -3128815 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3128859.500000 Penalty: 3046.933594
	Iteration 40F: 3 clusters Score -3128860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3128908.250000 Penalty: 3046.933594
	Iteration 41Q: 3 clusters Score -3128908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3128943.750000 Penalty: 3046.933594
	Iteration 42Q: 3 clusters Score -3128944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3128964.500000 Penalty: 3046.933594
	Iteration 43Q: 3 clusters Score -3128964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -3128982.000000 Penalty: 3046.933594
	Iteration 44Q: 3 clusters Score -3128982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3128996.500000 Penalty: 3046.933594
	Iteration 45Q: 3 clusters Score -3128996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3129009.500000 Penalty: 3046.933594
	Iteration 46Q: 3 clusters Score -3129010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3129029.250000 Penalty: 3046.933594
	Iteration 47Q: 3 clusters Score -3129029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3129033.750000 Penalty: 3046.933594
	Iteration 48Q: 3 clusters Score -3129034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3129058.500000 Penalty: 3046.933594
	Iteration 49Q: 3 clusters Score -3129058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3129062.750000 Penalty: 3046.933594
	Iteration 50Q: 3 clusters Score -3129063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3129071.750000 Penalty: 3046.933594
	Iteration 51Q: 3 clusters Score -3129072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3129088.750000 Penalty: 3046.933594
	Iteration 52Q: 3 clusters Score -3129089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3129095.250000 Penalty: 3046.933594
	Iteration 53Q: 3 clusters Score -3129095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3129100.500000 Penalty: 3046.933594
	Iteration 54Q: 3 clusters Score -3129100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3129098.500000 Penalty: 3046.933594
	Iteration 55Q: 3 clusters Score -3129098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3129097.500000 Penalty: 3046.933594
	Iteration 56Q: 3 clusters Score -3129098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3129102.000000 Penalty: 3046.933594
	Iteration 57Q: 3 clusters Score -3129102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3129104.000000 Penalty: 3046.933594
	Iteration 58Q: 3 clusters Score -3129104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -3129108.250000 Penalty: 3046.933594
	Iteration 59Q: 3 clusters Score -3129108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3129110.750000 Penalty: 3046.933594
	Iteration 60F: 3 clusters Score -3129111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3129107.750000 Penalty: 3046.933594
	Iteration 61Q: 3 clusters Score -3129108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -3129109.000000 Penalty: 3046.933594
	Iteration 62Q: 3 clusters Score -3129109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3129104.750000 Penalty: 3046.933594
	Iteration 63Q: 3 clusters Score -3129105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3129108.500000 Penalty: 3046.933594
	Iteration 64Q: 3 clusters Score -3129108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3129110.500000 Penalty: 3046.933594
	Iteration 65Q: 3 clusters Score -3129110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3129110.000000 Penalty: 3046.933594
	Iteration 66Q: 3 clusters Score -3129110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3129119.750000 Penalty: 3046.933594
	Iteration 67Q: 3 clusters Score -3129120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3129120.500000 Penalty: 3046.933594
	Iteration 68Q: 3 clusters Score -3129120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3129122.000000 Penalty: 3046.933594
	Iteration 69Q: 3 clusters Score -3129122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3129121.250000 Penalty: 3046.933594
	Iteration 70Q: 3 clusters Score -3129121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3129124.000000 Penalty: 3046.933594
	Iteration 71Q: 3 clusters Score -3129124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3129126.750000 Penalty: 3046.933594
	Iteration 72Q: 3 clusters Score -3129127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3129128.250000 Penalty: 3046.933594
	Iteration 73Q: 3 clusters Score -3129128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3129130.750000 Penalty: 3046.933594
	Iteration 74Q: 3 clusters Score -3129131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3129134.500000 Penalty: 3046.933594
	Iteration 75Q: 3 clusters Score -3129134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3129133.750000 Penalty: 3046.933594
	Iteration 76Q: 3 clusters Score -3129134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3129140.000000 Penalty: 3046.933594
	Iteration 77Q: 3 clusters Score -3129140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3129141.250000 Penalty: 3046.933594
	Iteration 78Q: 3 clusters Score -3129141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3129141.250000 Penalty: 3046.933594
	Iteration 79F: 3 clusters Score -3129141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Entering Unmasked Estep 
Score: -4465082.500000 Penalty: 1578.543213
	Iteration 0F: 2 clusters Score -4465082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4438940.500000 Penalty: 3157.086426
	Iteration 0F: 3 clusters Score -4438940 nChanged 18484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4449082.000000 Penalty: 3157.086426
	Iteration 1F: 3 clusters Score -4449082 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -4449719.000000 Penalty: 3157.086426
	Iteration 2Q: 3 clusters Score -4449719 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4450337.500000 Penalty: 3157.086426
	Iteration 3Q: 3 clusters Score -4450338 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -4451291.000000 Penalty: 3157.086426
	Iteration 4F: 3 clusters Score -4451291 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4452776.500000 Penalty: 3157.086426
	Iteration 5F: 3 clusters Score -4452776 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4454800.000000 Penalty: 3157.086426
	Iteration 6F: 3 clusters Score -4454800 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4457199.500000 Penalty: 3157.086426
	Iteration 7F: 3 clusters Score -4457200 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4459594.000000 Penalty: 3157.086426
	Iteration 8F: 3 clusters Score -4459594 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -4461512.500000 Penalty: 3157.086426
	Iteration 9F: 3 clusters Score -4461512 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -4462708.500000 Penalty: 3157.086426
	Iteration 10Q: 3 clusters Score -4462708 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -4463263.000000 Penalty: 3157.086426
	Iteration 11Q: 3 clusters Score -4463263 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -4463536.500000 Penalty: 3157.086426
	Iteration 12Q: 3 clusters Score -4463536 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -4463647.500000 Penalty: 3157.086426
	Iteration 13Q: 3 clusters Score -4463648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -4463693.000000 Penalty: 3157.086426
	Iteration 14Q: 3 clusters Score -4463693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -4463736.500000 Penalty: 3157.086426
	Iteration 15Q: 3 clusters Score -4463736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4463752.000000 Penalty: 3157.086426
	Iteration 16Q: 3 clusters Score -4463752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -4463780.500000 Penalty: 3157.086426
	Iteration 17Q: 3 clusters Score -4463780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -4463789.500000 Penalty: 3157.086426
	Iteration 18Q: 3 clusters Score -4463790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -4463796.000000 Penalty: 3157.086426
	Iteration 19Q: 3 clusters Score -4463796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -4463800.000000 Penalty: 3157.086426
	Iteration 20F: 3 clusters Score -4463800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -4463804.000000 Penalty: 3157.086426
	Iteration 21Q: 3 clusters Score -4463804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -4463804.000000 Penalty: 3157.086426
	Iteration 22Q: 3 clusters Score -4463804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -4463806.500000 Penalty: 3157.086426
	Iteration 23Q: 3 clusters Score -4463806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -4463806.500000 Penalty: 3157.086426
	Iteration 24F: 3 clusters Score -4463806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106879 members 
Entering Unmasked Estep 
Score: -11651178.000000 Penalty: 1723.022583
	Iteration 0F: 2 clusters Score -1.165118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -11581037.000000 Penalty: 3446.045166
	Iteration 0F: 3 clusters Score -1.158104e+07 nChanged 50703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -11610031.000000 Penalty: 3446.045166
	Iteration 1F: 3 clusters Score -1.161003e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -11610868.000000 Penalty: 3446.045166
	Iteration 2Q: 3 clusters Score -1.161087e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -11611787.000000 Penalty: 3446.045166
	Iteration 3Q: 3 clusters Score -1.161179e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -11612871.000000 Penalty: 3446.045166
	Iteration 4Q: 3 clusters Score -1.161287e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -11614049.000000 Penalty: 3446.045166
	Iteration 5Q: 3 clusters Score -1.161405e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -11615187.000000 Penalty: 3446.045166
	Iteration 6Q: 3 clusters Score -1.161519e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -11616577.000000 Penalty: 3446.045166
	Iteration 7Q: 3 clusters Score -1.161658e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -11617998.000000 Penalty: 3446.045166
	Iteration 8Q: 3 clusters Score -1.1618e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -11619698.000000 Penalty: 3446.045166
	Iteration 9Q: 3 clusters Score -1.16197e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -11621864.000000 Penalty: 3446.045166
	Iteration 10Q: 3 clusters Score -1.162186e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 68093 members 
Entering Unmasked Estep 
Score: -11624820.000000 Penalty: 3446.045166
	Iteration 11Q: 3 clusters Score -1.162482e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 72660 members 
Entering Unmasked Estep 
Score: -11628102.000000 Penalty: 3446.045166
	Iteration 12Q: 3 clusters Score -1.16281e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -11632020.000000 Penalty: 3446.045166
	Iteration 13F: 3 clusters Score -1.163202e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -11636297.000000 Penalty: 3446.045166
	Iteration 14F: 3 clusters Score -1.16363e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -11640521.000000 Penalty: 3446.045166
	Iteration 15F: 3 clusters Score -1.164052e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -11643935.000000 Penalty: 3446.045166
	Iteration 16Q: 3 clusters Score -1.164394e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -11646412.000000 Penalty: 3446.045166
	Iteration 17Q: 3 clusters Score -1.164641e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 100554 members 
Entering Unmasked Estep 
Score: -11648011.000000 Penalty: 3446.045166
	Iteration 18Q: 3 clusters Score -1.164801e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -11648977.000000 Penalty: 3446.045166
	Iteration 19Q: 3 clusters Score -1.164898e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 103148 members 
Entering Unmasked Estep 
Score: -11649483.000000 Penalty: 3446.045166
	Iteration 20F: 3 clusters Score -1.164948e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -11649765.000000 Penalty: 3446.045166
	Iteration 21Q: 3 clusters Score -1.164976e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -11650025.000000 Penalty: 3446.045166
	Iteration 22Q: 3 clusters Score -1.165002e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
Score: -11650153.000000 Penalty: 3446.045166
	Iteration 23Q: 3 clusters Score -1.165015e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 104594 members 
Entering Unmasked Estep 
Score: -11650254.000000 Penalty: 3446.045166
	Iteration 24Q: 3 clusters Score -1.165025e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 104721 members 
Entering Unmasked Estep 
Score: -11650311.000000 Penalty: 3446.045166
	Iteration 25Q: 3 clusters Score -1.165031e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 104812 members 
Entering Unmasked Estep 
Score: -11650341.000000 Penalty: 3446.045166
	Iteration 26Q: 3 clusters Score -1.165034e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 104881 members 
Entering Unmasked Estep 
Score: -11650362.000000 Penalty: 3446.045166
	Iteration 27Q: 3 clusters Score -1.165036e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 104932 members 
Entering Unmasked Estep 
Score: -11650389.000000 Penalty: 3446.045166
	Iteration 28Q: 3 clusters Score -1.165039e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -11650404.000000 Penalty: 3446.045166
	Iteration 29Q: 3 clusters Score -1.16504e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 105021 members 
Entering Unmasked Estep 
Score: -11650427.000000 Penalty: 3446.045166
	Iteration 30Q: 3 clusters Score -1.165043e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -11650454.000000 Penalty: 3446.045166
	Iteration 31Q: 3 clusters Score -1.165045e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 105069 members 
Entering Unmasked Estep 
Score: -11650475.000000 Penalty: 3446.045166
	Iteration 32Q: 3 clusters Score -1.165048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 105086 members 
Entering Unmasked Estep 
Score: -11650477.000000 Penalty: 3446.045166
	Iteration 33Q: 3 clusters Score -1.165048e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -11650490.000000 Penalty: 3446.045166
	Iteration 34Q: 3 clusters Score -1.165049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -11650498.000000 Penalty: 3446.045166
	Iteration 35Q: 3 clusters Score -1.16505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 105128 members 
Entering Unmasked Estep 
Score: -11650495.000000 Penalty: 3446.045166
	Iteration 36Q: 3 clusters Score -1.16505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 105141 members 
Entering Unmasked Estep 
Score: -11650520.000000 Penalty: 3446.045166
	Iteration 37Q: 3 clusters Score -1.165052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 105148 members 
Entering Unmasked Estep 
Score: -11650520.000000 Penalty: 3446.045166
	Iteration 38Q: 3 clusters Score -1.165052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 105150 members 
Entering Unmasked Estep 
Score: -11650519.000000 Penalty: 3446.045166
	Iteration 39Q: 3 clusters Score -1.165052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -11650525.000000 Penalty: 3446.045166
	Iteration 40F: 3 clusters Score -1.165052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -11650531.000000 Penalty: 3446.045166
	Iteration 41Q: 3 clusters Score -1.165053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
Score: -11650536.000000 Penalty: 3446.045166
	Iteration 42Q: 3 clusters Score -1.165054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 105204 members 
Entering Unmasked Estep 
Score: -11650533.000000 Penalty: 3446.045166
	Iteration 43Q: 3 clusters Score -1.165053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 105211 members 
Entering Unmasked Estep 
Score: -11650530.000000 Penalty: 3446.045166
	Iteration 44Q: 3 clusters Score -1.165053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 105213 members 
Entering Unmasked Estep 
Score: -11650527.000000 Penalty: 3446.045166
	Iteration 45Q: 3 clusters Score -1.165053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -11650528.000000 Penalty: 3446.045166
	Iteration 46Q: 3 clusters Score -1.165053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 105218 members 
Entering Unmasked Estep 
Score: -11650536.000000 Penalty: 3446.045166
	Iteration 47Q: 3 clusters Score -1.165054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -11650537.000000 Penalty: 3446.045166
	Iteration 48Q: 3 clusters Score -1.165054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -11650532.000000 Penalty: 3446.045166
	Iteration 49Q: 3 clusters Score -1.165053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -11650529.000000 Penalty: 3446.045166
	Iteration 50Q: 3 clusters Score -1.165053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -11650529.000000 Penalty: 3446.045166
	Iteration 51F: 3 clusters Score -1.165053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Entering Unmasked Estep 
Score: -4511146.000000 Penalty: 1577.199097
	Iteration 0F: 2 clusters Score -4511146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4484997.000000 Penalty: 3154.398193
	Iteration 0F: 3 clusters Score -4484997 nChanged 18345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -4495127.500000 Penalty: 3154.398193
	Iteration 1F: 3 clusters Score -4495128 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -4495759.000000 Penalty: 3154.398193
	Iteration 2Q: 3 clusters Score -4495759 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4496466.000000 Penalty: 3154.398193
	Iteration 3Q: 3 clusters Score -4496466 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4497233.000000 Penalty: 3154.398193
	Iteration 4Q: 3 clusters Score -4497233 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4498088.000000 Penalty: 3154.398193
	Iteration 5Q: 3 clusters Score -4498088 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4499067.500000 Penalty: 3154.398193
	Iteration 6Q: 3 clusters Score -4499068 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -4500099.000000 Penalty: 3154.398193
	Iteration 7Q: 3 clusters Score -4500099 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -4501164.000000 Penalty: 3154.398193
	Iteration 8Q: 3 clusters Score -4501164 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4502147.500000 Penalty: 3154.398193
	Iteration 9Q: 3 clusters Score -4502148 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -4503070.000000 Penalty: 3154.398193
	Iteration 10Q: 3 clusters Score -4503070 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -4503932.000000 Penalty: 3154.398193
	Iteration 11Q: 3 clusters Score -4503932 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4504814.500000 Penalty: 3154.398193
	Iteration 12Q: 3 clusters Score -4504814 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4505633.500000 Penalty: 3154.398193
	Iteration 13Q: 3 clusters Score -4505634 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -4506447.000000 Penalty: 3154.398193
	Iteration 14Q: 3 clusters Score -4506447 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -4507206.500000 Penalty: 3154.398193
	Iteration 15Q: 3 clusters Score -4507206 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4507851.500000 Penalty: 3154.398193
	Iteration 16Q: 3 clusters Score -4507852 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4508430.500000 Penalty: 3154.398193
	Iteration 17Q: 3 clusters Score -4508430 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4508924.000000 Penalty: 3154.398193
	Iteration 18Q: 3 clusters Score -4508924 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4509290.000000 Penalty: 3154.398193
	Iteration 19Q: 3 clusters Score -4509290 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4509552.500000 Penalty: 3154.398193
	Iteration 20F: 3 clusters Score -4509552 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4509789.500000 Penalty: 3154.398193
	Iteration 21Q: 3 clusters Score -4509790 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4509941.500000 Penalty: 3154.398193
	Iteration 22Q: 3 clusters Score -4509942 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4510072.500000 Penalty: 3154.398193
	Iteration 23Q: 3 clusters Score -4510072 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4510177.500000 Penalty: 3154.398193
	Iteration 24Q: 3 clusters Score -4510178 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -4510267.000000 Penalty: 3154.398193
	Iteration 25Q: 3 clusters Score -4510267 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -4510331.500000 Penalty: 3154.398193
	Iteration 26Q: 3 clusters Score -4510332 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -4510354.000000 Penalty: 3154.398193
	Iteration 27Q: 3 clusters Score -4510354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -4510370.500000 Penalty: 3154.398193
	Iteration 28Q: 3 clusters Score -4510370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -4510398.500000 Penalty: 3154.398193
	Iteration 29Q: 3 clusters Score -4510398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -4510406.500000 Penalty: 3154.398193
	Iteration 30Q: 3 clusters Score -4510406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -4510411.000000 Penalty: 3154.398193
	Iteration 31Q: 3 clusters Score -4510411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -4510431.000000 Penalty: 3154.398193
	Iteration 32Q: 3 clusters Score -4510431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -4510439.000000 Penalty: 3154.398193
	Iteration 33Q: 3 clusters Score -4510439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4510447.500000 Penalty: 3154.398193
	Iteration 34Q: 3 clusters Score -4510448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -4510446.000000 Penalty: 3154.398193
	Iteration 35Q: 3 clusters Score -4510446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -4510456.000000 Penalty: 3154.398193
	Iteration 36Q: 3 clusters Score -4510456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -4510460.000000 Penalty: 3154.398193
	Iteration 37Q: 3 clusters Score -4510460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -4510466.000000 Penalty: 3154.398193
	Iteration 38Q: 3 clusters Score -4510466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -4510466.500000 Penalty: 3154.398193
	Iteration 39Q: 3 clusters Score -4510466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -4510468.500000 Penalty: 3154.398193
	Iteration 40F: 3 clusters Score -4510468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -4510469.500000 Penalty: 3154.398193
	Iteration 41Q: 3 clusters Score -4510470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -4510477.000000 Penalty: 3154.398193
	Iteration 42Q: 3 clusters Score -4510477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -4510478.500000 Penalty: 3154.398193
	Iteration 43Q: 3 clusters Score -4510478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -4510479.500000 Penalty: 3154.398193
	Iteration 44Q: 3 clusters Score -4510480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -4510479.500000 Penalty: 3154.398193
	Iteration 45Q: 3 clusters Score -4510480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4510474.000000 Penalty: 3154.398193
	Iteration 46Q: 3 clusters Score -4510474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -4510479.000000 Penalty: 3154.398193
	Iteration 47Q: 3 clusters Score -4510479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -4510479.000000 Penalty: 3154.398193
	Iteration 48F: 3 clusters Score -4510479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Entering Unmasked Estep 
Score: -3326148.250000 Penalty: 1533.629517
	Iteration 0F: 2 clusters Score -3326148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3306557.250000 Penalty: 3067.259033
	Iteration 0F: 3 clusters Score -3306557 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3314061.750000 Penalty: 3067.259033
	Iteration 1F: 3 clusters Score -3314062 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3314600.500000 Penalty: 3067.259033
	Iteration 2F: 3 clusters Score -3314600 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3315099.250000 Penalty: 3067.259033
	Iteration 3Q: 3 clusters Score -3315099 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3315510.500000 Penalty: 3067.259033
	Iteration 4Q: 3 clusters Score -3315510 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3315929.000000 Penalty: 3067.259033
	Iteration 5Q: 3 clusters Score -3315929 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3316316.250000 Penalty: 3067.259033
	Iteration 6Q: 3 clusters Score -3316316 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3316663.500000 Penalty: 3067.259033
	Iteration 7Q: 3 clusters Score -3316664 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3317021.250000 Penalty: 3067.259033
	Iteration 8Q: 3 clusters Score -3317021 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3317315.000000 Penalty: 3067.259033
	Iteration 9Q: 3 clusters Score -3317315 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -3317675.750000 Penalty: 3067.259033
	Iteration 10Q: 3 clusters Score -3317676 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3318065.500000 Penalty: 3067.259033
	Iteration 11Q: 3 clusters Score -3318066 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3318521.250000 Penalty: 3067.259033
	Iteration 12Q: 3 clusters Score -3318521 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3319065.250000 Penalty: 3067.259033
	Iteration 13Q: 3 clusters Score -3319065 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3319670.750000 Penalty: 3067.259033
	Iteration 14Q: 3 clusters Score -3319671 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3320319.000000 Penalty: 3067.259033
	Iteration 15Q: 3 clusters Score -3320319 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3320977.000000 Penalty: 3067.259033
	Iteration 16Q: 3 clusters Score -3320977 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -3321661.750000 Penalty: 3067.259033
	Iteration 17Q: 3 clusters Score -3321662 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3322393.250000 Penalty: 3067.259033
	Iteration 18Q: 3 clusters Score -3322393 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3323062.500000 Penalty: 3067.259033
	Iteration 19Q: 3 clusters Score -3323062 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3323660.250000 Penalty: 3067.259033
	Iteration 20F: 3 clusters Score -3323660 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3324125.250000 Penalty: 3067.259033
	Iteration 21Q: 3 clusters Score -3324125 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3324504.000000 Penalty: 3067.259033
	Iteration 22Q: 3 clusters Score -3324504 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3324771.250000 Penalty: 3067.259033
	Iteration 23Q: 3 clusters Score -3324771 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3324934.750000 Penalty: 3067.259033
	Iteration 24Q: 3 clusters Score -3324935 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3325056.500000 Penalty: 3067.259033
	Iteration 25Q: 3 clusters Score -3325056 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3325160.500000 Penalty: 3067.259033
	Iteration 26Q: 3 clusters Score -3325160 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3325197.500000 Penalty: 3067.259033
	Iteration 27Q: 3 clusters Score -3325198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3325241.500000 Penalty: 3067.259033
	Iteration 28Q: 3 clusters Score -3325242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3325289.750000 Penalty: 3067.259033
	Iteration 29Q: 3 clusters Score -3325290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3325326.000000 Penalty: 3067.259033
	Iteration 30Q: 3 clusters Score -3325326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3325353.750000 Penalty: 3067.259033
	Iteration 31Q: 3 clusters Score -3325354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3325374.500000 Penalty: 3067.259033
	Iteration 32Q: 3 clusters Score -3325374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3325385.500000 Penalty: 3067.259033
	Iteration 33Q: 3 clusters Score -3325386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -3325390.250000 Penalty: 3067.259033
	Iteration 34Q: 3 clusters Score -3325390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -3325401.250000 Penalty: 3067.259033
	Iteration 35Q: 3 clusters Score -3325401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3325416.500000 Penalty: 3067.259033
	Iteration 36Q: 3 clusters Score -3325416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3325420.750000 Penalty: 3067.259033
	Iteration 37Q: 3 clusters Score -3325421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3325422.250000 Penalty: 3067.259033
	Iteration 38Q: 3 clusters Score -3325422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3325423.250000 Penalty: 3067.259033
	Iteration 39Q: 3 clusters Score -3325423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3325424.000000 Penalty: 3067.259033
	Iteration 40F: 3 clusters Score -3325424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3325421.250000 Penalty: 3067.259033
	Iteration 41Q: 3 clusters Score -3325421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3325424.000000 Penalty: 3067.259033
	Iteration 42Q: 3 clusters Score -3325424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3325427.250000 Penalty: 3067.259033
	Iteration 43Q: 3 clusters Score -3325427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3325427.250000 Penalty: 3067.259033
	Iteration 44Q: 3 clusters Score -3325427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3325430.000000 Penalty: 3067.259033
	Iteration 45Q: 3 clusters Score -3325430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3325427.000000 Penalty: 3067.259033
	Iteration 46Q: 3 clusters Score -3325427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3325426.000000 Penalty: 3067.259033
	Iteration 47Q: 3 clusters Score -3325426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -3325426.000000 Penalty: 3067.259033
	Iteration 48F: 3 clusters Score -3325426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Entering Unmasked Estep 
Score: -2246619.500000 Penalty: 1489.308472
	Iteration 0F: 2 clusters Score -2246620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2232141.250000 Penalty: 2978.616943
	Iteration 0F: 3 clusters Score -2232141 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2237411.750000 Penalty: 2978.616943
	Iteration 1F: 3 clusters Score -2237412 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2237938.250000 Penalty: 2978.616943
	Iteration 2F: 3 clusters Score -2237938 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2238397.750000 Penalty: 2978.616943
	Iteration 3F: 3 clusters Score -2238398 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2238790.500000 Penalty: 2978.616943
	Iteration 4Q: 3 clusters Score -2238790 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2239162.500000 Penalty: 2978.616943
	Iteration 5Q: 3 clusters Score -2239162 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2239529.500000 Penalty: 2978.616943
	Iteration 6Q: 3 clusters Score -2239530 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2239881.500000 Penalty: 2978.616943
	Iteration 7Q: 3 clusters Score -2239882 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2240243.500000 Penalty: 2978.616943
	Iteration 8Q: 3 clusters Score -2240244 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2240652.250000 Penalty: 2978.616943
	Iteration 9Q: 3 clusters Score -2240652 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2241111.000000 Penalty: 2978.616943
	Iteration 10Q: 3 clusters Score -2241111 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2241671.500000 Penalty: 2978.616943
	Iteration 11Q: 3 clusters Score -2241672 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2242294.250000 Penalty: 2978.616943
	Iteration 12Q: 3 clusters Score -2242294 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2243012.000000 Penalty: 2978.616943
	Iteration 13Q: 3 clusters Score -2243012 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2243718.500000 Penalty: 2978.616943
	Iteration 14Q: 3 clusters Score -2243718 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2244345.250000 Penalty: 2978.616943
	Iteration 15Q: 3 clusters Score -2244345 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2244743.500000 Penalty: 2978.616943
	Iteration 16Q: 3 clusters Score -2244744 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2245006.500000 Penalty: 2978.616943
	Iteration 17Q: 3 clusters Score -2245006 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2245158.750000 Penalty: 2978.616943
	Iteration 18Q: 3 clusters Score -2245159 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2245262.500000 Penalty: 2978.616943
	Iteration 19Q: 3 clusters Score -2245262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2245334.250000 Penalty: 2978.616943
	Iteration 20F: 3 clusters Score -2245334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2245392.500000 Penalty: 2978.616943
	Iteration 21Q: 3 clusters Score -2245392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2245423.250000 Penalty: 2978.616943
	Iteration 22Q: 3 clusters Score -2245423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2245447.500000 Penalty: 2978.616943
	Iteration 23Q: 3 clusters Score -2245448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2245463.000000 Penalty: 2978.616943
	Iteration 24Q: 3 clusters Score -2245463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2245477.000000 Penalty: 2978.616943
	Iteration 25Q: 3 clusters Score -2245477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2245480.500000 Penalty: 2978.616943
	Iteration 26Q: 3 clusters Score -2245480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2245487.500000 Penalty: 2978.616943
	Iteration 27Q: 3 clusters Score -2245488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2245493.000000 Penalty: 2978.616943
	Iteration 28Q: 3 clusters Score -2245493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2245498.750000 Penalty: 2978.616943
	Iteration 29Q: 3 clusters Score -2245499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2245500.000000 Penalty: 2978.616943
	Iteration 30Q: 3 clusters Score -2245500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2245503.750000 Penalty: 2978.616943
	Iteration 31Q: 3 clusters Score -2245504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2245506.000000 Penalty: 2978.616943
	Iteration 32Q: 3 clusters Score -2245506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2245507.750000 Penalty: 2978.616943
	Iteration 33Q: 3 clusters Score -2245508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2245507.250000 Penalty: 2978.616943
	Iteration 34Q: 3 clusters Score -2245507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2245509.000000 Penalty: 2978.616943
	Iteration 35Q: 3 clusters Score -2245509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2245509.000000 Penalty: 2978.616943
	Iteration 36F: 3 clusters Score -2245509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Entering Unmasked Estep 
Score: -1991592.375000 Penalty: 1457.040894
	Iteration 0F: 2 clusters Score -1991592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1979851.875000 Penalty: 2914.081787
	Iteration 0F: 3 clusters Score -1979852 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1984077.375000 Penalty: 2914.081787
	Iteration 1F: 3 clusters Score -1984077 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1984599.500000 Penalty: 2914.081787
	Iteration 2F: 3 clusters Score -1984600 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1985128.875000 Penalty: 2914.081787
	Iteration 3F: 3 clusters Score -1985129 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1985731.750000 Penalty: 2914.081787
	Iteration 4F: 3 clusters Score -1985732 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1986414.375000 Penalty: 2914.081787
	Iteration 5F: 3 clusters Score -1986414 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1987055.875000 Penalty: 2914.081787
	Iteration 6F: 3 clusters Score -1987056 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1987648.500000 Penalty: 2914.081787
	Iteration 7F: 3 clusters Score -1987648 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1988131.125000 Penalty: 2914.081787
	Iteration 8Q: 3 clusters Score -1988131 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1988492.500000 Penalty: 2914.081787
	Iteration 9Q: 3 clusters Score -1988492 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1988813.500000 Penalty: 2914.081787
	Iteration 10Q: 3 clusters Score -1988814 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1989089.125000 Penalty: 2914.081787
	Iteration 11Q: 3 clusters Score -1989089 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1989318.250000 Penalty: 2914.081787
	Iteration 12Q: 3 clusters Score -1989318 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1989530.500000 Penalty: 2914.081787
	Iteration 13Q: 3 clusters Score -1989530 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1989724.500000 Penalty: 2914.081787
	Iteration 14Q: 3 clusters Score -1989724 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1989888.125000 Penalty: 2914.081787
	Iteration 15Q: 3 clusters Score -1989888 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1990011.625000 Penalty: 2914.081787
	Iteration 16Q: 3 clusters Score -1990012 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1990109.000000 Penalty: 2914.081787
	Iteration 17Q: 3 clusters Score -1990109 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1990179.750000 Penalty: 2914.081787
	Iteration 18Q: 3 clusters Score -1990180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1990242.250000 Penalty: 2914.081787
	Iteration 19Q: 3 clusters Score -1990242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1990296.125000 Penalty: 2914.081787
	Iteration 20F: 3 clusters Score -1990296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1990353.625000 Penalty: 2914.081787
	Iteration 21Q: 3 clusters Score -1990354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1990388.250000 Penalty: 2914.081787
	Iteration 22Q: 3 clusters Score -1990388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1990415.375000 Penalty: 2914.081787
	Iteration 23Q: 3 clusters Score -1990415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1990434.500000 Penalty: 2914.081787
	Iteration 24Q: 3 clusters Score -1990434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1990448.625000 Penalty: 2914.081787
	Iteration 25Q: 3 clusters Score -1990449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1990467.000000 Penalty: 2914.081787
	Iteration 26Q: 3 clusters Score -1990467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1990469.625000 Penalty: 2914.081787
	Iteration 27Q: 3 clusters Score -1990470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1990474.750000 Penalty: 2914.081787
	Iteration 28Q: 3 clusters Score -1990475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1990477.000000 Penalty: 2914.081787
	Iteration 29Q: 3 clusters Score -1990477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1990483.500000 Penalty: 2914.081787
	Iteration 30Q: 3 clusters Score -1990484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1990484.125000 Penalty: 2914.081787
	Iteration 31Q: 3 clusters Score -1990484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1990488.375000 Penalty: 2914.081787
	Iteration 32Q: 3 clusters Score -1990488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1990493.125000 Penalty: 2914.081787
	Iteration 33Q: 3 clusters Score -1990493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1990498.875000 Penalty: 2914.081787
	Iteration 34Q: 3 clusters Score -1990499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1990505.000000 Penalty: 2914.081787
	Iteration 35Q: 3 clusters Score -1990505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1990506.875000 Penalty: 2914.081787
	Iteration 36Q: 3 clusters Score -1990507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1990510.250000 Penalty: 2914.081787
	Iteration 37Q: 3 clusters Score -1990510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1990512.250000 Penalty: 2914.081787
	Iteration 38Q: 3 clusters Score -1990512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1990514.625000 Penalty: 2914.081787
	Iteration 39Q: 3 clusters Score -1990515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1990513.625000 Penalty: 2914.081787
	Iteration 40F: 3 clusters Score -1990514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1990514.000000 Penalty: 2914.081787
	Iteration 41Q: 3 clusters Score -1990514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1990514.000000 Penalty: 2914.081787
	Iteration 42F: 3 clusters Score -1990514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -252256.796875 Penalty: 1158.391479
	Iteration 0F: 2 clusters Score -252256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -250124.046875 Penalty: 2316.782959
	Iteration 0F: 3 clusters Score -250124 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -250676.015625 Penalty: 2316.782959
	Iteration 1F: 3 clusters Score -250676 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -250796.593750 Penalty: 2316.782959
	Iteration 2F: 3 clusters Score -250796.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -250863.500000 Penalty: 2316.782959
	Iteration 3Q: 3 clusters Score -250863.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -250917.546875 Penalty: 2316.782959
	Iteration 4Q: 3 clusters Score -250917.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -250969.203125 Penalty: 2316.782959
	Iteration 5Q: 3 clusters Score -250969.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -251009.296875 Penalty: 2316.782959
	Iteration 6Q: 3 clusters Score -251009.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -251037.109375 Penalty: 2316.782959
	Iteration 7Q: 3 clusters Score -251037.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -251062.875000 Penalty: 2316.782959
	Iteration 8Q: 3 clusters Score -251062.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -251086.187500 Penalty: 2316.782959
	Iteration 9Q: 3 clusters Score -251086.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -251107.109375 Penalty: 2316.782959
	Iteration 10Q: 3 clusters Score -251107.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -251117.468750 Penalty: 2316.782959
	Iteration 11Q: 3 clusters Score -251117.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -251125.328125 Penalty: 2316.782959
	Iteration 12Q: 3 clusters Score -251125.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -251136.015625 Penalty: 2316.782959
	Iteration 13Q: 3 clusters Score -251136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -251146.078125 Penalty: 2316.782959
	Iteration 14Q: 3 clusters Score -251146.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -251150.343750 Penalty: 2316.782959
	Iteration 15Q: 3 clusters Score -251150.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -251155.968750 Penalty: 2316.782959
	Iteration 16Q: 3 clusters Score -251156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -251159.296875 Penalty: 2316.782959
	Iteration 17Q: 3 clusters Score -251159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -251161.625000 Penalty: 2316.782959
	Iteration 18Q: 3 clusters Score -251161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -251165.312500 Penalty: 2316.782959
	Iteration 19Q: 3 clusters Score -251165.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -251168.437500 Penalty: 2316.782959
	Iteration 20F: 3 clusters Score -251168.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -251172.031250 Penalty: 2316.782959
	Iteration 21Q: 3 clusters Score -251172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -251179.062500 Penalty: 2316.782959
	Iteration 22Q: 3 clusters Score -251179.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -251182.546875 Penalty: 2316.782959
	Iteration 23Q: 3 clusters Score -251182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -251184.875000 Penalty: 2316.782959
	Iteration 24Q: 3 clusters Score -251184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -251190.015625 Penalty: 2316.782959
	Iteration 25Q: 3 clusters Score -251190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -251196.765625 Penalty: 2316.782959
	Iteration 26Q: 3 clusters Score -251196.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -251201.859375 Penalty: 2316.782959
	Iteration 27Q: 3 clusters Score -251201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -251203.187500 Penalty: 2316.782959
	Iteration 28Q: 3 clusters Score -251203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -251204.468750 Penalty: 2316.782959
	Iteration 29Q: 3 clusters Score -251204.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -251208.406250 Penalty: 2316.782959
	Iteration 30Q: 3 clusters Score -251208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -251211.218750 Penalty: 2316.782959
	Iteration 31Q: 3 clusters Score -251211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -251214.578125 Penalty: 2316.782959
	Iteration 32Q: 3 clusters Score -251214.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -251218.234375 Penalty: 2316.782959
	Iteration 33Q: 3 clusters Score -251218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -251222.375000 Penalty: 2316.782959
	Iteration 34Q: 3 clusters Score -251222.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -251224.750000 Penalty: 2316.782959
	Iteration 35Q: 3 clusters Score -251224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -251224.750000 Penalty: 2316.782959
	Iteration 36F: 3 clusters Score -251224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Entering Unmasked Estep 
Score: -1285563.625000 Penalty: 1396.932129
	Iteration 0F: 2 clusters Score -1285564 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 5934 members 
Entering Unmasked Estep 
Score: -1277685.375000 Penalty: 2793.864258
	Iteration 0F: 3 clusters Score -1277685 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1280331.125000 Penalty: 2793.864258
	Iteration 1F: 3 clusters Score -1280331 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1280642.125000 Penalty: 2793.864258
	Iteration 2F: 3 clusters Score -1280642 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1280864.000000 Penalty: 2793.864258
	Iteration 3Q: 3 clusters Score -1280864 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1281026.000000 Penalty: 2793.864258
	Iteration 4Q: 3 clusters Score -1281026 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1281168.625000 Penalty: 2793.864258
	Iteration 5Q: 3 clusters Score -1281169 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1281295.875000 Penalty: 2793.864258
	Iteration 6Q: 3 clusters Score -1281296 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1281422.125000 Penalty: 2793.864258
	Iteration 7Q: 3 clusters Score -1281422 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1281566.750000 Penalty: 2793.864258
	Iteration 8Q: 3 clusters Score -1281567 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1281732.125000 Penalty: 2793.864258
	Iteration 9Q: 3 clusters Score -1281732 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1281910.375000 Penalty: 2793.864258
	Iteration 10Q: 3 clusters Score -1281910 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1282126.125000 Penalty: 2793.864258
	Iteration 11Q: 3 clusters Score -1282126 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1282367.875000 Penalty: 2793.864258
	Iteration 12Q: 3 clusters Score -1282368 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1282650.375000 Penalty: 2793.864258
	Iteration 13Q: 3 clusters Score -1282650 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1282987.000000 Penalty: 2793.864258
	Iteration 14Q: 3 clusters Score -1282987 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1283330.250000 Penalty: 2793.864258
	Iteration 15Q: 3 clusters Score -1283330 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1283633.250000 Penalty: 2793.864258
	Iteration 16Q: 3 clusters Score -1283633 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1283876.750000 Penalty: 2793.864258
	Iteration 17Q: 3 clusters Score -1283877 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1284062.000000 Penalty: 2793.864258
	Iteration 18Q: 3 clusters Score -1284062 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1284201.375000 Penalty: 2793.864258
	Iteration 19Q: 3 clusters Score -1284201 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1284295.625000 Penalty: 2793.864258
	Iteration 20F: 3 clusters Score -1284296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1284377.500000 Penalty: 2793.864258
	Iteration 21Q: 3 clusters Score -1284378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1284423.375000 Penalty: 2793.864258
	Iteration 22Q: 3 clusters Score -1284423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1284445.750000 Penalty: 2793.864258
	Iteration 23Q: 3 clusters Score -1284446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1284470.375000 Penalty: 2793.864258
	Iteration 24Q: 3 clusters Score -1284470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1284479.250000 Penalty: 2793.864258
	Iteration 25Q: 3 clusters Score -1284479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1284482.875000 Penalty: 2793.864258
	Iteration 26Q: 3 clusters Score -1284483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1284486.500000 Penalty: 2793.864258
	Iteration 27Q: 3 clusters Score -1284486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1284486.500000 Penalty: 2793.864258
	Iteration 28F: 3 clusters Score -1284486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (49662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Entering Unmasked Estep 
Score: -5575011.000000 Penalty: 1608.973633
	Iteration 0F: 2 clusters Score -5575011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -5542638.000000 Penalty: 3217.947266
	Iteration 0F: 3 clusters Score -5542638 nChanged 23090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -5555409.500000 Penalty: 3217.947266
	Iteration 1F: 3 clusters Score -5555410 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -5556162.000000 Penalty: 3217.947266
	Iteration 2Q: 3 clusters Score -5556162 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -5557104.500000 Penalty: 3217.947266
	Iteration 3Q: 3 clusters Score -5557104 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -5558322.000000 Penalty: 3217.947266
	Iteration 4F: 3 clusters Score -5558322 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -5560095.500000 Penalty: 3217.947266
	Iteration 5F: 3 clusters Score -5560096 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5562548.500000 Penalty: 3217.947266
	Iteration 6F: 3 clusters Score -5562548 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -5565457.500000 Penalty: 3217.947266
	Iteration 7F: 3 clusters Score -5565458 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5568076.500000 Penalty: 3217.947266
	Iteration 8F: 3 clusters Score -5568076 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -5570214.000000 Penalty: 3217.947266
	Iteration 9F: 3 clusters Score -5570214 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -5571610.000000 Penalty: 3217.947266
	Iteration 10Q: 3 clusters Score -5571610 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -5572499.500000 Penalty: 3217.947266
	Iteration 11Q: 3 clusters Score -5572500 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -5573013.000000 Penalty: 3217.947266
	Iteration 12Q: 3 clusters Score -5573013 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -5573319.000000 Penalty: 3217.947266
	Iteration 13Q: 3 clusters Score -5573319 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -5573524.000000 Penalty: 3217.947266
	Iteration 14Q: 3 clusters Score -5573524 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -5573646.000000 Penalty: 3217.947266
	Iteration 15Q: 3 clusters Score -5573646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -5573722.500000 Penalty: 3217.947266
	Iteration 16Q: 3 clusters Score -5573722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -5573757.000000 Penalty: 3217.947266
	Iteration 17Q: 3 clusters Score -5573757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -5573790.000000 Penalty: 3217.947266
	Iteration 18Q: 3 clusters Score -5573790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -5573816.500000 Penalty: 3217.947266
	Iteration 19Q: 3 clusters Score -5573816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -5573824.500000 Penalty: 3217.947266
	Iteration 20F: 3 clusters Score -5573824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -5573861.500000 Penalty: 3217.947266
	Iteration 21Q: 3 clusters Score -5573862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -5573883.000000 Penalty: 3217.947266
	Iteration 22Q: 3 clusters Score -5573883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -5573908.000000 Penalty: 3217.947266
	Iteration 23Q: 3 clusters Score -5573908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -5573918.000000 Penalty: 3217.947266
	Iteration 24Q: 3 clusters Score -5573918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -5573933.500000 Penalty: 3217.947266
	Iteration 25Q: 3 clusters Score -5573934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -5573937.500000 Penalty: 3217.947266
	Iteration 26Q: 3 clusters Score -5573938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -5573945.500000 Penalty: 3217.947266
	Iteration 27Q: 3 clusters Score -5573946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -5573958.000000 Penalty: 3217.947266
	Iteration 28Q: 3 clusters Score -5573958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -5573969.000000 Penalty: 3217.947266
	Iteration 29Q: 3 clusters Score -5573969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -5573968.500000 Penalty: 3217.947266
	Iteration 30Q: 3 clusters Score -5573968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -5573972.500000 Penalty: 3217.947266
	Iteration 31Q: 3 clusters Score -5573972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -5573971.500000 Penalty: 3217.947266
	Iteration 32Q: 3 clusters Score -5573972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -5573975.000000 Penalty: 3217.947266
	Iteration 33Q: 3 clusters Score -5573975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -5573974.000000 Penalty: 3217.947266
	Iteration 34Q: 3 clusters Score -5573974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -5573976.000000 Penalty: 3217.947266
	Iteration 35Q: 3 clusters Score -5573976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -5573976.500000 Penalty: 3217.947266
	Iteration 36Q: 3 clusters Score -5573976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -5573976.500000 Penalty: 3217.947266
	Iteration 37F: 3 clusters Score -5573976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -205975.359375 Penalty: 1124.629639
	Iteration 0F: 2 clusters Score -205975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -204197.109375 Penalty: 2249.259277
	Iteration 0F: 3 clusters Score -204197.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -204647.500000 Penalty: 2249.259277
	Iteration 1F: 3 clusters Score -204647.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -204786.140625 Penalty: 2249.259277
	Iteration 2F: 3 clusters Score -204786.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -204846.375000 Penalty: 2249.259277
	Iteration 3Q: 3 clusters Score -204846.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -204883.078125 Penalty: 2249.259277
	Iteration 4Q: 3 clusters Score -204883.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -204910.296875 Penalty: 2249.259277
	Iteration 5Q: 3 clusters Score -204910.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -204926.562500 Penalty: 2249.259277
	Iteration 6Q: 3 clusters Score -204926.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -204936.687500 Penalty: 2249.259277
	Iteration 7Q: 3 clusters Score -204936.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -204948.140625 Penalty: 2249.259277
	Iteration 8Q: 3 clusters Score -204948.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -204956.265625 Penalty: 2249.259277
	Iteration 9Q: 3 clusters Score -204956.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -204961.984375 Penalty: 2249.259277
	Iteration 10Q: 3 clusters Score -204962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -204967.781250 Penalty: 2249.259277
	Iteration 11Q: 3 clusters Score -204967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -204972.750000 Penalty: 2249.259277
	Iteration 12Q: 3 clusters Score -204972.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -204976.203125 Penalty: 2249.259277
	Iteration 13Q: 3 clusters Score -204976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -204981.375000 Penalty: 2249.259277
	Iteration 14Q: 3 clusters Score -204981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -204986.000000 Penalty: 2249.259277
	Iteration 15Q: 3 clusters Score -204986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204991.156250 Penalty: 2249.259277
	Iteration 16Q: 3 clusters Score -204991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -204995.140625 Penalty: 2249.259277
	Iteration 17Q: 3 clusters Score -204995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -205002.437500 Penalty: 2249.259277
	Iteration 18Q: 3 clusters Score -205002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -205005.609375 Penalty: 2249.259277
	Iteration 19Q: 3 clusters Score -205005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -205006.968750 Penalty: 2249.259277
	Iteration 20F: 3 clusters Score -205007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -586226.562500 Penalty: 1265.561890
	Iteration 0F: 2 clusters Score -586226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -582587.625000 Penalty: 2531.123779
	Iteration 0F: 3 clusters Score -582587.6 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -583639.187500 Penalty: 2531.123779
	Iteration 1F: 3 clusters Score -583639.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -583835.937500 Penalty: 2531.123779
	Iteration 2F: 3 clusters Score -583835.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -583953.937500 Penalty: 2531.123779
	Iteration 3Q: 3 clusters Score -583953.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -584041.875000 Penalty: 2531.123779
	Iteration 4Q: 3 clusters Score -584041.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -584100.125000 Penalty: 2531.123779
	Iteration 5Q: 3 clusters Score -584100.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -584139.000000 Penalty: 2531.123779
	Iteration 6Q: 3 clusters Score -584139 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -584170.812500 Penalty: 2531.123779
	Iteration 7Q: 3 clusters Score -584170.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -584197.000000 Penalty: 2531.123779
	Iteration 8Q: 3 clusters Score -584197 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -584227.187500 Penalty: 2531.123779
	Iteration 9Q: 3 clusters Score -584227.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -584260.187500 Penalty: 2531.123779
	Iteration 10Q: 3 clusters Score -584260.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -584296.500000 Penalty: 2531.123779
	Iteration 11Q: 3 clusters Score -584296.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -584331.500000 Penalty: 2531.123779
	Iteration 12Q: 3 clusters Score -584331.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -584369.125000 Penalty: 2531.123779
	Iteration 13Q: 3 clusters Score -584369.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -584407.812500 Penalty: 2531.123779
	Iteration 14Q: 3 clusters Score -584407.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -584446.000000 Penalty: 2531.123779
	Iteration 15Q: 3 clusters Score -584446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -584474.562500 Penalty: 2531.123779
	Iteration 16Q: 3 clusters Score -584474.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -584505.437500 Penalty: 2531.123779
	Iteration 17Q: 3 clusters Score -584505.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -584540.187500 Penalty: 2531.123779
	Iteration 18Q: 3 clusters Score -584540.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -584571.937500 Penalty: 2531.123779
	Iteration 19Q: 3 clusters Score -584571.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -584611.437500 Penalty: 2531.123779
	Iteration 20F: 3 clusters Score -584611.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -584648.687500 Penalty: 2531.123779
	Iteration 21Q: 3 clusters Score -584648.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -584705.312500 Penalty: 2531.123779
	Iteration 22Q: 3 clusters Score -584705.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -584758.375000 Penalty: 2531.123779
	Iteration 23Q: 3 clusters Score -584758.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -584822.187500 Penalty: 2531.123779
	Iteration 24Q: 3 clusters Score -584822.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -584878.062500 Penalty: 2531.123779
	Iteration 25Q: 3 clusters Score -584878.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -584916.312500 Penalty: 2531.123779
	Iteration 26Q: 3 clusters Score -584916.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -584950.000000 Penalty: 2531.123779
	Iteration 27Q: 3 clusters Score -584950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -584986.437500 Penalty: 2531.123779
	Iteration 28Q: 3 clusters Score -584986.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -585025.250000 Penalty: 2531.123779
	Iteration 29Q: 3 clusters Score -585025.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -585054.437500 Penalty: 2531.123779
	Iteration 30Q: 3 clusters Score -585054.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -585089.187500 Penalty: 2531.123779
	Iteration 31Q: 3 clusters Score -585089.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -585120.187500 Penalty: 2531.123779
	Iteration 32Q: 3 clusters Score -585120.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -585146.625000 Penalty: 2531.123779
	Iteration 33Q: 3 clusters Score -585146.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -585171.812500 Penalty: 2531.123779
	Iteration 34Q: 3 clusters Score -585171.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -585196.625000 Penalty: 2531.123779
	Iteration 35Q: 3 clusters Score -585196.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -585216.750000 Penalty: 2531.123779
	Iteration 36Q: 3 clusters Score -585216.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -585230.187500 Penalty: 2531.123779
	Iteration 37Q: 3 clusters Score -585230.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -585242.062500 Penalty: 2531.123779
	Iteration 38Q: 3 clusters Score -585242.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -585252.125000 Penalty: 2531.123779
	Iteration 39Q: 3 clusters Score -585252.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -585261.250000 Penalty: 2531.123779
	Iteration 40F: 3 clusters Score -585261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -585269.687500 Penalty: 2531.123779
	Iteration 41Q: 3 clusters Score -585269.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -585275.812500 Penalty: 2531.123779
	Iteration 42Q: 3 clusters Score -585275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -585281.000000 Penalty: 2531.123779
	Iteration 43Q: 3 clusters Score -585281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -585286.562500 Penalty: 2531.123779
	Iteration 44Q: 3 clusters Score -585286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -585291.750000 Penalty: 2531.123779
	Iteration 45Q: 3 clusters Score -585291.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -585295.562500 Penalty: 2531.123779
	Iteration 46Q: 3 clusters Score -585295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -585301.000000 Penalty: 2531.123779
	Iteration 47Q: 3 clusters Score -585301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -585304.937500 Penalty: 2531.123779
	Iteration 48Q: 3 clusters Score -585304.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -585309.562500 Penalty: 2531.123779
	Iteration 49Q: 3 clusters Score -585309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -585312.125000 Penalty: 2531.123779
	Iteration 50Q: 3 clusters Score -585312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -585313.375000 Penalty: 2531.123779
	Iteration 51Q: 3 clusters Score -585313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -585316.687500 Penalty: 2531.123779
	Iteration 52Q: 3 clusters Score -585316.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -585321.875000 Penalty: 2531.123779
	Iteration 53Q: 3 clusters Score -585321.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -585325.125000 Penalty: 2531.123779
	Iteration 54Q: 3 clusters Score -585325.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -585329.875000 Penalty: 2531.123779
	Iteration 55Q: 3 clusters Score -585329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -585331.437500 Penalty: 2531.123779
	Iteration 56Q: 3 clusters Score -585331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -585335.562500 Penalty: 2531.123779
	Iteration 57Q: 3 clusters Score -585335.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -585337.437500 Penalty: 2531.123779
	Iteration 58Q: 3 clusters Score -585337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -585340.062500 Penalty: 2531.123779
	Iteration 59Q: 3 clusters Score -585340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -585343.125000 Penalty: 2531.123779
	Iteration 60F: 3 clusters Score -585343.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -585343.687500 Penalty: 2531.123779
	Iteration 61Q: 3 clusters Score -585343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -585344.625000 Penalty: 2531.123779
	Iteration 62Q: 3 clusters Score -585344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -585344.812500 Penalty: 2531.123779
	Iteration 63Q: 3 clusters Score -585344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -585344.812500 Penalty: 2531.123779
	Iteration 64F: 3 clusters Score -585344.8 nChanged 0
--- Evaluating fit on full set of 1469894 points ---
Entering Unmasked Estep 
Score: -157150400.000000 Penalty: 54939.671875
22->27 Clusters: Score -157150400.000000, best is -158291552.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 734947 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 33339 members 
Mstep: Class 3 contains 33471 members 
Mstep: Class 4 contains 33423 members 
Mstep: Class 5 contains 33573 members 
Mstep: Class 6 contains 33470 members 
Mstep: Class 7 contains 33393 members 
Mstep: Class 8 contains 33495 members 
Mstep: Class 9 contains 33230 members 
Mstep: Class 10 contains 33429 members 
Mstep: Class 11 contains 33376 members 
Mstep: Class 12 contains 33159 members 
Mstep: Class 13 contains 33494 members 
Mstep: Class 14 contains 33545 members 
Mstep: Class 15 contains 33224 members 
Mstep: Class 16 contains 33227 members 
Mstep: Class 17 contains 33575 members 
Mstep: Class 18 contains 33512 members 
Mstep: Class 19 contains 33589 members 
Mstep: Class 20 contains 33432 members 
Mstep: Class 21 contains 33326 members 
Mstep: Class 22 contains 33266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 940.588684 but Gain 2009.921875
Score: -75441048.000000 Penalty: 42208.406250
Iteration 0F: 22 clusters Score -7.544105e+07 nChanged 698037
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 30070 members 
Mstep: Class 3 contains 22310 members 
Mstep: Class 4 contains 26351 members 
Mstep: Class 5 contains 37956 members 
Mstep: Class 6 contains 22128 members 
Mstep: Class 7 contains 51636 members 
Mstep: Class 8 contains 45370 members 
Mstep: Class 9 contains 23765 members 
Mstep: Class 10 contains 21680 members 
Mstep: Class 11 contains 30939 members 
Mstep: Class 12 contains 55996 members 
Mstep: Class 13 contains 45517 members 
Mstep: Class 14 contains 21786 members 
Mstep: Class 15 contains 57486 members 
Mstep: Class 16 contains 58159 members 
Mstep: Class 17 contains 26093 members 
Mstep: Class 18 contains 39582 members 
Mstep: Class 19 contains 34067 members 
Mstep: Class 20 contains 25806 members 
Mstep: Class 21 contains 29599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76914032.000000 Penalty: 42208.406250
Iteration 1F: 22 clusters Score -7.691403e+07 nChanged 274925
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 32580 members 
Mstep: Class 3 contains 29119 members 
Mstep: Class 4 contains 24307 members 
Mstep: Class 5 contains 53787 members 
Mstep: Class 6 contains 15275 members 
Mstep: Class 7 contains 56023 members 
Mstep: Class 8 contains 36583 members 
Mstep: Class 9 contains 21836 members 
Mstep: Class 10 contains 23004 members 
Mstep: Class 11 contains 37009 members 
Mstep: Class 12 contains 54272 members 
Mstep: Class 13 contains 42118 members 
Mstep: Class 14 contains 15120 members 
Mstep: Class 15 contains 86473 members 
Mstep: Class 16 contains 49936 members 
Mstep: Class 17 contains 23187 members 
Mstep: Class 18 contains 35269 members 
Mstep: Class 19 contains 23896 members 
Mstep: Class 20 contains 22904 members 
Mstep: Class 21 contains 30444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77535688.000000 Penalty: 42208.406250
Iteration 2F: 22 clusters Score -7.753569e+07 nChanged 230626
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 29812 members 
Mstep: Class 3 contains 44010 members 
Mstep: Class 4 contains 18531 members 
Mstep: Class 5 contains 74645 members 
Mstep: Class 6 contains 9392 members 
Mstep: Class 7 contains 54141 members 
Mstep: Class 8 contains 28079 members 
Mstep: Class 9 contains 17792 members 
Mstep: Class 10 contains 19063 members 
Mstep: Class 11 contains 46656 members 
Mstep: Class 12 contains 49072 members 
Mstep: Class 13 contains 46737 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 121612 members 
Mstep: Class 16 contains 41700 members 
Mstep: Class 17 contains 16916 members 
Mstep: Class 18 contains 32314 members 
Mstep: Class 19 contains 18312 members 
Mstep: Class 20 contains 18874 members 
Mstep: Class 21 contains 24267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77913696.000000 Penalty: 42208.406250
Iteration 3F: 22 clusters Score -7.79137e+07 nChanged 161412
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 27636 members 
Mstep: Class 3 contains 60120 members 
Mstep: Class 4 contains 14119 members 
Mstep: Class 5 contains 92518 members 
Mstep: Class 6 contains 5750 members 
Mstep: Class 7 contains 50764 members 
Mstep: Class 8 contains 21982 members 
Mstep: Class 9 contains 13486 members 
Mstep: Class 10 contains 14342 members 
Mstep: Class 11 contains 58055 members 
Mstep: Class 12 contains 48662 members 
Mstep: Class 13 contains 52030 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 137100 members 
Mstep: Class 16 contains 36419 members 
Mstep: Class 17 contains 11647 members 
Mstep: Class 18 contains 27659 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 14903 members 
Mstep: Class 21 contains 17557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78091408.000000 Penalty: 42208.406250
Iteration 4F: 22 clusters Score -7.809141e+07 nChanged 103467
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 27869 members 
Mstep: Class 3 contains 71248 members 
Mstep: Class 4 contains 11159 members 
Mstep: Class 5 contains 105865 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 7 contains 47580 members 
Mstep: Class 8 contains 17772 members 
Mstep: Class 9 contains 10375 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 69207 members 
Mstep: Class 12 contains 50572 members 
Mstep: Class 13 contains 55263 members 
Mstep: Class 14 contains 3731 members 
Mstep: Class 15 contains 140333 members 
Mstep: Class 16 contains 32810 members 
Mstep: Class 17 contains 8004 members 
Mstep: Class 18 contains 22943 members 
Mstep: Class 19 contains 10924 members 
Mstep: Class 20 contains 13010 members 
Mstep: Class 21 contains 12933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78183872.000000 Penalty: 42208.406250
Iteration 5F: 22 clusters Score -7.818387e+07 nChanged 74041
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 28515 members 
Mstep: Class 3 contains 78388 members 
Mstep: Class 4 contains 9459 members 
Mstep: Class 5 contains 113603 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 44601 members 
Mstep: Class 8 contains 14457 members 
Mstep: Class 9 contains 8362 members 
Mstep: Class 10 contains 8693 members 
Mstep: Class 11 contains 79080 members 
Mstep: Class 12 contains 51768 members 
Mstep: Class 13 contains 57162 members 
Mstep: Class 14 contains 3379 members 
Mstep: Class 15 contains 140262 members 
Mstep: Class 16 contains 30079 members 
Mstep: Class 17 contains 5469 members 
Mstep: Class 18 contains 19297 members 
Mstep: Class 19 contains 7518 members 
Mstep: Class 20 contains 15267 members 
Mstep: Class 21 contains 9818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78259112.000000 Penalty: 42208.406250
Iteration 6F: 22 clusters Score -7.825911e+07 nChanged 59260
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 28788 members 
Mstep: Class 3 contains 83576 members 
Mstep: Class 4 contains 8970 members 
Mstep: Class 5 contains 116161 members 
Mstep: Class 6 contains 2112 members 
Mstep: Class 7 contains 42440 members 
Mstep: Class 8 contains 11641 members 
Mstep: Class 9 contains 7325 members 
Mstep: Class 10 contains 6915 members 
Mstep: Class 11 contains 87384 members 
Mstep: Class 12 contains 50706 members 
Mstep: Class 13 contains 57886 members 
Mstep: Class 14 contains 3212 members 
Mstep: Class 15 contains 139572 members 
Mstep: Class 16 contains 27711 members 
Mstep: Class 17 contains 3556 members 
Mstep: Class 18 contains 16698 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 21267 members 
Mstep: Class 21 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78315184.000000 Penalty: 42208.406250
Iteration 7F: 22 clusters Score -7.831518e+07 nChanged 47114
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 28755 members 
Mstep: Class 3 contains 87623 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 117609 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 7 contains 41462 members 
Mstep: Class 8 contains 9088 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 11 contains 94286 members 
Mstep: Class 12 contains 48510 members 
Mstep: Class 13 contains 58743 members 
Mstep: Class 14 contains 3094 members 
Mstep: Class 15 contains 139020 members 
Mstep: Class 16 contains 25278 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 15167 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 24475 members 
Mstep: Class 21 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1651.350952 but Gain 2009.921875
Score: -78356744.000000 Penalty: 40198.480469
Iteration 8F: 21 clusters Score -7.835674e+07 nChanged 40472
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 28565 members 
Mstep: Class 3 contains 90932 members 
Mstep: Class 4 contains 9280 members 
Mstep: Class 5 contains 117546 members 
Mstep: Class 6 contains 1699 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 6664 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 100219 members 
Mstep: Class 12 contains 46347 members 
Mstep: Class 13 contains 61398 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 138091 members 
Mstep: Class 16 contains 23016 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 13833 members 
Mstep: Class 20 contains 25807 members 
Mstep: Class 21 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1861.925171 but Gain 2009.921875
Score: -78386472.000000 Penalty: 38188.558594
Iteration 9F: 20 clusters Score -7.838647e+07 nChanged 34613
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 28404 members 
Mstep: Class 3 contains 93702 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 115094 members 
Mstep: Class 6 contains 1640 members 
Mstep: Class 7 contains 40800 members 
Mstep: Class 8 contains 5272 members 
Mstep: Class 9 contains 6911 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 105487 members 
Mstep: Class 12 contains 44670 members 
Mstep: Class 13 contains 63822 members 
Mstep: Class 14 contains 2838 members 
Mstep: Class 15 contains 136871 members 
Mstep: Class 16 contains 21492 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 20 contains 26446 members 
Mstep: Class 21 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78410568.000000 Penalty: 38188.558594
Iteration 10Q: 20 clusters Score -7.841057e+07 nChanged 29857
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 28208 members 
Mstep: Class 3 contains 96091 members 
Mstep: Class 4 contains 9749 members 
Mstep: Class 5 contains 110455 members 
Mstep: Class 6 contains 1556 members 
Mstep: Class 7 contains 40210 members 
Mstep: Class 8 contains 4089 members 
Mstep: Class 9 contains 7611 members 
Mstep: Class 10 contains 4206 members 
Mstep: Class 11 contains 109680 members 
Mstep: Class 12 contains 42854 members 
Mstep: Class 13 contains 65844 members 
Mstep: Class 14 contains 2756 members 
Mstep: Class 15 contains 134997 members 
Mstep: Class 16 contains 20425 members 
Mstep: Class 18 contains 12477 members 
Mstep: Class 20 contains 26769 members 
Mstep: Class 21 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78431800.000000 Penalty: 38188.558594
Iteration 11Q: 20 clusters Score -7.84318e+07 nChanged 27390
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 27964 members 
Mstep: Class 3 contains 98126 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 104712 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 39847 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 8348 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 112796 members 
Mstep: Class 12 contains 41441 members 
Mstep: Class 13 contains 67681 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 15 contains 133431 members 
Mstep: Class 16 contains 19746 members 
Mstep: Class 18 contains 12331 members 
Mstep: Class 20 contains 26965 members 
Mstep: Class 21 contains 2822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78451488.000000 Penalty: 38188.558594
Iteration 12Q: 20 clusters Score -7.845149e+07 nChanged 24539
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 27769 members 
Mstep: Class 3 contains 99712 members 
Mstep: Class 4 contains 9465 members 
Mstep: Class 5 contains 98736 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 39631 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 8673 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 114674 members 
Mstep: Class 12 contains 40141 members 
Mstep: Class 13 contains 69651 members 
Mstep: Class 14 contains 2628 members 
Mstep: Class 15 contains 132770 members 
Mstep: Class 16 contains 19350 members 
Mstep: Class 18 contains 12247 members 
Mstep: Class 20 contains 27095 members 
Mstep: Class 21 contains 2531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78467752.000000 Penalty: 38188.558594
Iteration 13Q: 20 clusters Score -7.846775e+07 nChanged 21572
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 27752 members 
Mstep: Class 3 contains 100777 members 
Mstep: Class 4 contains 8965 members 
Mstep: Class 5 contains 93159 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 7 contains 39500 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 8661 members 
Mstep: Class 10 contains 2791 members 
Mstep: Class 11 contains 115326 members 
Mstep: Class 12 contains 39087 members 
Mstep: Class 13 contains 71736 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 132696 members 
Mstep: Class 16 contains 19211 members 
Mstep: Class 18 contains 12255 members 
Mstep: Class 20 contains 27185 members 
Mstep: Class 21 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78480152.000000 Penalty: 38188.558594
Iteration 14Q: 20 clusters Score -7.848015e+07 nChanged 18395
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 28132 members 
Mstep: Class 3 contains 101515 members 
Mstep: Class 4 contains 8385 members 
Mstep: Class 5 contains 88317 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 39448 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 8481 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 114849 members 
Mstep: Class 12 contains 38254 members 
Mstep: Class 13 contains 74072 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 132785 members 
Mstep: Class 16 contains 19212 members 
Mstep: Class 18 contains 12096 members 
Mstep: Class 20 contains 27257 members 
Mstep: Class 21 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78490288.000000 Penalty: 38188.558594
Iteration 15Q: 20 clusters Score -7.849029e+07 nChanged 16045
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 28617 members 
Mstep: Class 3 contains 102098 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 83999 members 
Mstep: Class 6 contains 1752 members 
Mstep: Class 7 contains 39460 members 
Mstep: Class 8 contains 1797 members 
Mstep: Class 9 contains 8266 members 
Mstep: Class 10 contains 1685 members 
Mstep: Class 11 contains 113603 members 
Mstep: Class 12 contains 37583 members 
Mstep: Class 13 contains 76715 members 
Mstep: Class 14 contains 2690 members 
Mstep: Class 15 contains 132933 members 
Mstep: Class 16 contains 19246 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 20 contains 27321 members 
Mstep: Class 21 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1648.622192 but Gain 2009.921875
Score: -78500512.000000 Penalty: 36178.632812
Iteration 16Q: 19 clusters Score -7.850051e+07 nChanged 15674
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 30009 members 
Mstep: Class 3 contains 102613 members 
Mstep: Class 4 contains 7283 members 
Mstep: Class 5 contains 80090 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 39470 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 8323 members 
Mstep: Class 11 contains 112199 members 
Mstep: Class 12 contains 37081 members 
Mstep: Class 13 contains 79556 members 
Mstep: Class 14 contains 2799 members 
Mstep: Class 15 contains 133091 members 
Mstep: Class 16 contains 19230 members 
Mstep: Class 18 contains 10978 members 
Mstep: Class 20 contains 27424 members 
Mstep: Class 21 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78513376.000000 Penalty: 36178.632812
Iteration 17Q: 19 clusters Score -7.851338e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 30132 members 
Mstep: Class 3 contains 103115 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 76898 members 
Mstep: Class 6 contains 2413 members 
Mstep: Class 7 contains 39478 members 
Mstep: Class 8 contains 1550 members 
Mstep: Class 9 contains 9150 members 
Mstep: Class 11 contains 110712 members 
Mstep: Class 12 contains 36512 members 
Mstep: Class 13 contains 81475 members 
Mstep: Class 14 contains 2941 members 
Mstep: Class 15 contains 133248 members 
Mstep: Class 16 contains 19149 members 
Mstep: Class 18 contains 9691 members 
Mstep: Class 20 contains 27579 members 
Mstep: Class 21 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78522136.000000 Penalty: 36178.632812
Iteration 18Q: 19 clusters Score -7.852214e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 30201 members 
Mstep: Class 3 contains 103582 members 
Mstep: Class 4 contains 6577 members 
Mstep: Class 5 contains 75050 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 39487 members 
Mstep: Class 8 contains 1475 members 
Mstep: Class 9 contains 10140 members 
Mstep: Class 11 contains 109326 members 
Mstep: Class 12 contains 36012 members 
Mstep: Class 13 contains 82028 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 133420 members 
Mstep: Class 16 contains 18982 members 
Mstep: Class 18 contains 8350 members 
Mstep: Class 20 contains 27758 members 
Mstep: Class 21 contains 1862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78527112.000000 Penalty: 36178.632812
Iteration 19Q: 19 clusters Score -7.852711e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 30261 members 
Mstep: Class 3 contains 103950 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 74120 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 39515 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 10958 members 
Mstep: Class 11 contains 107926 members 
Mstep: Class 12 contains 35584 members 
Mstep: Class 13 contains 81593 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 133553 members 
Mstep: Class 16 contains 18731 members 
Mstep: Class 18 contains 7297 members 
Mstep: Class 20 contains 27891 members 
Mstep: Class 21 contains 1809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78534056.000000 Penalty: 36178.632812
Iteration 20F: 19 clusters Score -7.853406e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 30319 members 
Mstep: Class 3 contains 104249 members 
Mstep: Class 4 contains 6099 members 
Mstep: Class 5 contains 73287 members 
Mstep: Class 6 contains 4655 members 
Mstep: Class 7 contains 39537 members 
Mstep: Class 8 contains 1323 members 
Mstep: Class 9 contains 12015 members 
Mstep: Class 11 contains 104974 members 
Mstep: Class 12 contains 35078 members 
Mstep: Class 13 contains 80744 members 
Mstep: Class 14 contains 3591 members 
Mstep: Class 15 contains 133666 members 
Mstep: Class 16 contains 18327 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 20 contains 27978 members 
Mstep: Class 21 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78539320.000000 Penalty: 36178.632812
Iteration 21Q: 19 clusters Score -7.853932e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 30374 members 
Mstep: Class 3 contains 104522 members 
Mstep: Class 4 contains 5927 members 
Mstep: Class 5 contains 72839 members 
Mstep: Class 6 contains 6047 members 
Mstep: Class 7 contains 39560 members 
Mstep: Class 8 contains 1245 members 
Mstep: Class 9 contains 12919 members 
Mstep: Class 11 contains 102456 members 
Mstep: Class 12 contains 34641 members 
Mstep: Class 13 contains 79583 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 133774 members 
Mstep: Class 16 contains 17877 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 20 contains 28022 members 
Mstep: Class 21 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78543784.000000 Penalty: 36178.632812
Iteration 22Q: 19 clusters Score -7.854378e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 30406 members 
Mstep: Class 3 contains 104730 members 
Mstep: Class 4 contains 5770 members 
Mstep: Class 5 contains 72501 members 
Mstep: Class 6 contains 7787 members 
Mstep: Class 7 contains 39583 members 
Mstep: Class 8 contains 1202 members 
Mstep: Class 9 contains 13596 members 
Mstep: Class 11 contains 100076 members 
Mstep: Class 12 contains 34253 members 
Mstep: Class 13 contains 78154 members 
Mstep: Class 14 contains 4104 members 
Mstep: Class 15 contains 133857 members 
Mstep: Class 16 contains 17463 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 20 contains 28044 members 
Mstep: Class 21 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78548424.000000 Penalty: 36178.632812
Iteration 23Q: 19 clusters Score -7.854842e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 30430 members 
Mstep: Class 3 contains 104923 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 72283 members 
Mstep: Class 6 contains 9842 members 
Mstep: Class 7 contains 39598 members 
Mstep: Class 8 contains 1157 members 
Mstep: Class 9 contains 14090 members 
Mstep: Class 11 contains 97782 members 
Mstep: Class 12 contains 33866 members 
Mstep: Class 13 contains 76495 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 133924 members 
Mstep: Class 16 contains 17068 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 20 contains 28050 members 
Mstep: Class 21 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78551960.000000 Penalty: 36178.632812
Iteration 24Q: 19 clusters Score -7.855196e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 62433 members 
Mstep: Class 2 contains 30459 members 
Mstep: Class 3 contains 105077 members 
Mstep: Class 4 contains 5566 members 
Mstep: Class 5 contains 72102 members 
Mstep: Class 6 contains 12179 members 
Mstep: Class 7 contains 39611 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 14439 members 
Mstep: Class 11 contains 95600 members 
Mstep: Class 12 contains 33505 members 
Mstep: Class 13 contains 74623 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 133986 members 
Mstep: Class 16 contains 16698 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 20 contains 28048 members 
Mstep: Class 21 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78554768.000000 Penalty: 36178.632812
Iteration 25Q: 19 clusters Score -7.855477e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 30467 members 
Mstep: Class 3 contains 105215 members 
Mstep: Class 4 contains 5483 members 
Mstep: Class 5 contains 71934 members 
Mstep: Class 6 contains 14382 members 
Mstep: Class 7 contains 39622 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 14683 members 
Mstep: Class 11 contains 93561 members 
Mstep: Class 12 contains 33152 members 
Mstep: Class 13 contains 72975 members 
Mstep: Class 14 contains 4707 members 
Mstep: Class 15 contains 134040 members 
Mstep: Class 16 contains 16369 members 
Mstep: Class 18 contains 2970 members 
Mstep: Class 20 contains 28048 members 
Mstep: Class 21 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78557672.000000 Penalty: 36178.632812
Iteration 26Q: 19 clusters Score -7.855767e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 66300 members 
Mstep: Class 2 contains 30485 members 
Mstep: Class 3 contains 105297 members 
Mstep: Class 4 contains 5412 members 
Mstep: Class 5 contains 71803 members 
Mstep: Class 6 contains 16323 members 
Mstep: Class 7 contains 39640 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 14856 members 
Mstep: Class 11 contains 91705 members 
Mstep: Class 12 contains 32873 members 
Mstep: Class 13 contains 71604 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 134086 members 
Mstep: Class 16 contains 16056 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 20 contains 28052 members 
Mstep: Class 21 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78560064.000000 Penalty: 36178.632812
Iteration 27Q: 19 clusters Score -7.856006e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 30500 members 
Mstep: Class 3 contains 105337 members 
Mstep: Class 4 contains 5379 members 
Mstep: Class 5 contains 71695 members 
Mstep: Class 6 contains 17992 members 
Mstep: Class 7 contains 39654 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 9 contains 14972 members 
Mstep: Class 11 contains 89886 members 
Mstep: Class 12 contains 32629 members 
Mstep: Class 13 contains 70509 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 134132 members 
Mstep: Class 16 contains 15783 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 20 contains 28055 members 
Mstep: Class 21 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78561768.000000 Penalty: 36178.632812
Iteration 28Q: 19 clusters Score -7.856177e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 69528 members 
Mstep: Class 2 contains 30513 members 
Mstep: Class 3 contains 105378 members 
Mstep: Class 4 contains 5317 members 
Mstep: Class 5 contains 71612 members 
Mstep: Class 6 contains 19386 members 
Mstep: Class 7 contains 39671 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 15049 members 
Mstep: Class 11 contains 88178 members 
Mstep: Class 12 contains 32477 members 
Mstep: Class 13 contains 69668 members 
Mstep: Class 14 contains 5092 members 
Mstep: Class 15 contains 134177 members 
Mstep: Class 16 contains 15499 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 20 contains 28054 members 
Mstep: Class 21 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78563096.000000 Penalty: 36178.632812
Iteration 29Q: 19 clusters Score -7.85631e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 30523 members 
Mstep: Class 3 contains 105377 members 
Mstep: Class 4 contains 5286 members 
Mstep: Class 5 contains 71536 members 
Mstep: Class 6 contains 20453 members 
Mstep: Class 7 contains 39688 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 15114 members 
Mstep: Class 11 contains 86624 members 
Mstep: Class 12 contains 32363 members 
Mstep: Class 13 contains 69114 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 134227 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78564856.000000 Penalty: 36178.632812
Iteration 30Q: 19 clusters Score -7.856486e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 30524 members 
Mstep: Class 3 contains 105309 members 
Mstep: Class 4 contains 5204 members 
Mstep: Class 5 contains 71448 members 
Mstep: Class 6 contains 21370 members 
Mstep: Class 7 contains 39693 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 15167 members 
Mstep: Class 11 contains 85178 members 
Mstep: Class 12 contains 32276 members 
Mstep: Class 13 contains 68711 members 
Mstep: Class 14 contains 5245 members 
Mstep: Class 15 contains 134255 members 
Mstep: Class 16 contains 14980 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 20 contains 28054 members 
Mstep: Class 21 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78566016.000000 Penalty: 36178.632812
Iteration 31Q: 19 clusters Score -7.856602e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 30535 members 
Mstep: Class 3 contains 105273 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 71376 members 
Mstep: Class 6 contains 22061 members 
Mstep: Class 7 contains 39700 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 15214 members 
Mstep: Class 11 contains 83823 members 
Mstep: Class 12 contains 32236 members 
Mstep: Class 13 contains 68476 members 
Mstep: Class 14 contains 5300 members 
Mstep: Class 15 contains 134287 members 
Mstep: Class 16 contains 14748 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 20 contains 28053 members 
Mstep: Class 21 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78566904.000000 Penalty: 36178.632812
Iteration 32Q: 19 clusters Score -7.85669e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 30558 members 
Mstep: Class 3 contains 105194 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 71303 members 
Mstep: Class 6 contains 22538 members 
Mstep: Class 7 contains 39713 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 15256 members 
Mstep: Class 11 contains 82626 members 
Mstep: Class 12 contains 32197 members 
Mstep: Class 13 contains 68403 members 
Mstep: Class 14 contains 5332 members 
Mstep: Class 15 contains 134314 members 
Mstep: Class 16 contains 14547 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 20 contains 28050 members 
Mstep: Class 21 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78567944.000000 Penalty: 36178.632812
Iteration 33Q: 19 clusters Score -7.856794e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 30573 members 
Mstep: Class 3 contains 105005 members 
Mstep: Class 4 contains 5069 members 
Mstep: Class 5 contains 71251 members 
Mstep: Class 6 contains 22904 members 
Mstep: Class 7 contains 39727 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 15299 members 
Mstep: Class 11 contains 81421 members 
Mstep: Class 12 contains 32134 members 
Mstep: Class 13 contains 68412 members 
Mstep: Class 14 contains 5358 members 
Mstep: Class 15 contains 134350 members 
Mstep: Class 16 contains 14379 members 
Mstep: Class 18 contains 2734 members 
Mstep: Class 20 contains 28045 members 
Mstep: Class 21 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78568696.000000 Penalty: 36178.632812
Iteration 34Q: 19 clusters Score -7.85687e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 76591 members 
Mstep: Class 2 contains 30591 members 
Mstep: Class 3 contains 104778 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 5 contains 71188 members 
Mstep: Class 6 contains 23136 members 
Mstep: Class 7 contains 39735 members 
Mstep: Class 8 contains 1041 members 
Mstep: Class 9 contains 15330 members 
Mstep: Class 11 contains 80348 members 
Mstep: Class 12 contains 32029 members 
Mstep: Class 13 contains 68548 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 134381 members 
Mstep: Class 16 contains 14241 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 20 contains 28045 members 
Mstep: Class 21 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78569528.000000 Penalty: 36178.632812
Iteration 35Q: 19 clusters Score -7.856953e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 30605 members 
Mstep: Class 3 contains 104469 members 
Mstep: Class 4 contains 5006 members 
Mstep: Class 5 contains 71087 members 
Mstep: Class 6 contains 23325 members 
Mstep: Class 7 contains 39739 members 
Mstep: Class 8 contains 1041 members 
Mstep: Class 9 contains 15351 members 
Mstep: Class 11 contains 79358 members 
Mstep: Class 12 contains 31960 members 
Mstep: Class 13 contains 68713 members 
Mstep: Class 14 contains 5381 members 
Mstep: Class 15 contains 134400 members 
Mstep: Class 16 contains 14117 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 20 contains 28043 members 
Mstep: Class 21 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78570120.000000 Penalty: 36178.632812
Iteration 36Q: 19 clusters Score -7.857012e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 30619 members 
Mstep: Class 3 contains 104113 members 
Mstep: Class 4 contains 4971 members 
Mstep: Class 5 contains 71006 members 
Mstep: Class 6 contains 23445 members 
Mstep: Class 7 contains 39749 members 
Mstep: Class 8 contains 1037 members 
Mstep: Class 9 contains 15355 members 
Mstep: Class 11 contains 78441 members 
Mstep: Class 12 contains 31893 members 
Mstep: Class 13 contains 68892 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 134403 members 
Mstep: Class 16 contains 13997 members 
Mstep: Class 18 contains 3569 members 
Mstep: Class 20 contains 28042 members 
Mstep: Class 21 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78570376.000000 Penalty: 36178.632812
Iteration 37Q: 19 clusters Score -7.857038e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 30627 members 
Mstep: Class 3 contains 103698 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 70886 members 
Mstep: Class 6 contains 23546 members 
Mstep: Class 7 contains 39762 members 
Mstep: Class 8 contains 1033 members 
Mstep: Class 9 contains 15357 members 
Mstep: Class 11 contains 77610 members 
Mstep: Class 12 contains 31848 members 
Mstep: Class 13 contains 69118 members 
Mstep: Class 14 contains 5385 members 
Mstep: Class 15 contains 134413 members 
Mstep: Class 16 contains 13890 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 20 contains 28040 members 
Mstep: Class 21 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78570784.000000 Penalty: 36178.632812
Iteration 38Q: 19 clusters Score -7.857078e+07 nChanged 2154
Entering ConstructFrom: 
Score: -78570784.000000 Penalty: 36178.632812
Entering ConstructFrom: 
Trying to split cluster 1 (79938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Entering Unmasked Estep 
Score: -8878206.000000 Penalty: 1679.804199
	Iteration 0F: 2 clusters Score -8878206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -8825908.000000 Penalty: 3359.608398
	Iteration 0F: 3 clusters Score -8825908 nChanged 37532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -8847201.000000 Penalty: 3359.608398
	Iteration 1F: 3 clusters Score -8847201 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -8848312.000000 Penalty: 3359.608398
	Iteration 2Q: 3 clusters Score -8848312 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -8850020.000000 Penalty: 3359.608398
	Iteration 3Q: 3 clusters Score -8850020 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -8852562.000000 Penalty: 3359.608398
	Iteration 4F: 3 clusters Score -8852562 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -8856062.000000 Penalty: 3359.608398
	Iteration 5F: 3 clusters Score -8856062 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -8860466.000000 Penalty: 3359.608398
	Iteration 6F: 3 clusters Score -8860466 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -8865090.000000 Penalty: 3359.608398
	Iteration 7F: 3 clusters Score -8865090 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -8869341.000000 Penalty: 3359.608398
	Iteration 8F: 3 clusters Score -8869341 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -8872476.000000 Penalty: 3359.608398
	Iteration 9Q: 3 clusters Score -8872476 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -8874348.000000 Penalty: 3359.608398
	Iteration 10Q: 3 clusters Score -8874348 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77147 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -8875434.000000 Penalty: 3359.608398
	Iteration 11Q: 3 clusters Score -8875434 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8876071.000000 Penalty: 3359.608398
	Iteration 12Q: 3 clusters Score -8876071 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8876432.000000 Penalty: 3359.608398
	Iteration 13Q: 3 clusters Score -8876432 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8876602.000000 Penalty: 3359.608398
	Iteration 14Q: 3 clusters Score -8876602 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8876723.000000 Penalty: 3359.608398
	Iteration 15Q: 3 clusters Score -8876723 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79062 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8876801.000000 Penalty: 3359.608398
	Iteration 16Q: 3 clusters Score -8876801 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8876859.000000 Penalty: 3359.608398
	Iteration 17Q: 3 clusters Score -8876859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8876887.000000 Penalty: 3359.608398
	Iteration 18Q: 3 clusters Score -8876887 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8876913.000000 Penalty: 3359.608398
	Iteration 19Q: 3 clusters Score -8876913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8876933.000000 Penalty: 3359.608398
	Iteration 20F: 3 clusters Score -8876933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8876958.000000 Penalty: 3359.608398
	Iteration 21Q: 3 clusters Score -8876958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8876973.000000 Penalty: 3359.608398
	Iteration 22Q: 3 clusters Score -8876973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8876973.000000 Penalty: 3359.608398
	Iteration 23Q: 3 clusters Score -8876973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8876980.000000 Penalty: 3359.608398
	Iteration 24Q: 3 clusters Score -8876980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8876989.000000 Penalty: 3359.608398
	Iteration 25Q: 3 clusters Score -8876989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8876997.000000 Penalty: 3359.608398
	Iteration 26Q: 3 clusters Score -8876997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8877001.000000 Penalty: 3359.608398
	Iteration 27Q: 3 clusters Score -8877001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8877004.000000 Penalty: 3359.608398
	Iteration 28Q: 3 clusters Score -8877004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8876998.000000 Penalty: 3359.608398
	Iteration 29Q: 3 clusters Score -8876998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8877007.000000 Penalty: 3359.608398
	Iteration 30Q: 3 clusters Score -8877007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8877011.000000 Penalty: 3359.608398
	Iteration 31Q: 3 clusters Score -8877011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8877007.000000 Penalty: 3359.608398
	Iteration 32Q: 3 clusters Score -8877007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8877007.000000 Penalty: 3359.608398
	Iteration 33F: 3 clusters Score -8877007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Entering Unmasked Estep 
Score: -3375368.250000 Penalty: 1537.069580
	Iteration 0F: 2 clusters Score -3375368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3355362.250000 Penalty: 3074.139160
	Iteration 0F: 3 clusters Score -3355362 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3362950.500000 Penalty: 3074.139160
	Iteration 1F: 3 clusters Score -3362950 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3363444.500000 Penalty: 3074.139160
	Iteration 2Q: 3 clusters Score -3363444 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3363885.250000 Penalty: 3074.139160
	Iteration 3Q: 3 clusters Score -3363885 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3364271.750000 Penalty: 3074.139160
	Iteration 4Q: 3 clusters Score -3364272 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3364613.750000 Penalty: 3074.139160
	Iteration 5Q: 3 clusters Score -3364614 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3364968.250000 Penalty: 3074.139160
	Iteration 6Q: 3 clusters Score -3364968 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3365304.250000 Penalty: 3074.139160
	Iteration 7Q: 3 clusters Score -3365304 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3365663.000000 Penalty: 3074.139160
	Iteration 8Q: 3 clusters Score -3365663 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3366064.750000 Penalty: 3074.139160
	Iteration 9Q: 3 clusters Score -3366065 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3366559.750000 Penalty: 3074.139160
	Iteration 10Q: 3 clusters Score -3366560 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3367235.000000 Penalty: 3074.139160
	Iteration 11Q: 3 clusters Score -3367235 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3368108.250000 Penalty: 3074.139160
	Iteration 12Q: 3 clusters Score -3368108 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3369202.000000 Penalty: 3074.139160
	Iteration 13F: 3 clusters Score -3369202 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3370404.500000 Penalty: 3074.139160
	Iteration 14F: 3 clusters Score -3370404 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3371541.000000 Penalty: 3074.139160
	Iteration 15F: 3 clusters Score -3371541 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -3372530.750000 Penalty: 3074.139160
	Iteration 16Q: 3 clusters Score -3372531 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3373178.500000 Penalty: 3074.139160
	Iteration 17Q: 3 clusters Score -3373178 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -3373578.000000 Penalty: 3074.139160
	Iteration 18Q: 3 clusters Score -3373578 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3373800.000000 Penalty: 3074.139160
	Iteration 19Q: 3 clusters Score -3373800 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3373943.750000 Penalty: 3074.139160
	Iteration 20F: 3 clusters Score -3373944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3374014.500000 Penalty: 3074.139160
	Iteration 21Q: 3 clusters Score -3374014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3374043.750000 Penalty: 3074.139160
	Iteration 22Q: 3 clusters Score -3374044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3374063.750000 Penalty: 3074.139160
	Iteration 23Q: 3 clusters Score -3374064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -3374069.500000 Penalty: 3074.139160
	Iteration 24Q: 3 clusters Score -3374070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3374092.000000 Penalty: 3074.139160
	Iteration 25Q: 3 clusters Score -3374092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -3374102.000000 Penalty: 3074.139160
	Iteration 26Q: 3 clusters Score -3374102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3374107.500000 Penalty: 3074.139160
	Iteration 27Q: 3 clusters Score -3374108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3374120.250000 Penalty: 3074.139160
	Iteration 28Q: 3 clusters Score -3374120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3374126.500000 Penalty: 3074.139160
	Iteration 29Q: 3 clusters Score -3374126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -3374129.250000 Penalty: 3074.139160
	Iteration 30Q: 3 clusters Score -3374129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -3374131.750000 Penalty: 3074.139160
	Iteration 31Q: 3 clusters Score -3374132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3374135.750000 Penalty: 3074.139160
	Iteration 32Q: 3 clusters Score -3374136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3374135.750000 Penalty: 3074.139160
	Iteration 33F: 3 clusters Score -3374136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (103236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103236 members 
Entering Unmasked Estep 
Score: -11269178.000000 Penalty: 1717.862305
	Iteration 0F: 2 clusters Score -1.126918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -11201412.000000 Penalty: 3435.724609
	Iteration 0F: 3 clusters Score -1.120141e+07 nChanged 48894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -11229946.000000 Penalty: 3435.724609
	Iteration 1F: 3 clusters Score -1.122995e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -11231233.000000 Penalty: 3435.724609
	Iteration 2Q: 3 clusters Score -1.123123e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -11232652.000000 Penalty: 3435.724609
	Iteration 3Q: 3 clusters Score -1.123265e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -11234569.000000 Penalty: 3435.724609
	Iteration 4Q: 3 clusters Score -1.123457e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -11236432.000000 Penalty: 3435.724609
	Iteration 5Q: 3 clusters Score -1.123643e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -11238270.000000 Penalty: 3435.724609
	Iteration 6Q: 3 clusters Score -1.123827e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -11239997.000000 Penalty: 3435.724609
	Iteration 7Q: 3 clusters Score -1.124e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -11241579.000000 Penalty: 3435.724609
	Iteration 8Q: 3 clusters Score -1.124158e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -11242593.000000 Penalty: 3435.724609
	Iteration 9Q: 3 clusters Score -1.124259e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -11243460.000000 Penalty: 3435.724609
	Iteration 10Q: 3 clusters Score -1.124346e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -11244091.000000 Penalty: 3435.724609
	Iteration 11Q: 3 clusters Score -1.124409e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -11244620.000000 Penalty: 3435.724609
	Iteration 12Q: 3 clusters Score -1.124462e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -11245329.000000 Penalty: 3435.724609
	Iteration 13Q: 3 clusters Score -1.124533e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -11246055.000000 Penalty: 3435.724609
	Iteration 14Q: 3 clusters Score -1.124606e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -11247092.000000 Penalty: 3435.724609
	Iteration 15Q: 3 clusters Score -1.124709e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -11248513.000000 Penalty: 3435.724609
	Iteration 16Q: 3 clusters Score -1.124851e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -11250331.000000 Penalty: 3435.724609
	Iteration 17Q: 3 clusters Score -1.125033e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -11252784.000000 Penalty: 3435.724609
	Iteration 18Q: 3 clusters Score -1.125278e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -11255683.000000 Penalty: 3435.724609
	Iteration 19F: 3 clusters Score -1.125568e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -11258742.000000 Penalty: 3435.724609
	Iteration 20F: 3 clusters Score -1.125874e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -11261645.000000 Penalty: 3435.724609
	Iteration 21Q: 3 clusters Score -1.126164e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 91945 members 
Entering Unmasked Estep 
Score: -11263954.000000 Penalty: 3435.724609
	Iteration 22Q: 3 clusters Score -1.126395e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -11265580.000000 Penalty: 3435.724609
	Iteration 23Q: 3 clusters Score -1.126558e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -11266577.000000 Penalty: 3435.724609
	Iteration 24Q: 3 clusters Score -1.126658e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -11267211.000000 Penalty: 3435.724609
	Iteration 25Q: 3 clusters Score -1.126721e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -11267662.000000 Penalty: 3435.724609
	Iteration 26Q: 3 clusters Score -1.126766e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
Score: -11267880.000000 Penalty: 3435.724609
	Iteration 27Q: 3 clusters Score -1.126788e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 100250 members 
Entering Unmasked Estep 
Score: -11268052.000000 Penalty: 3435.724609
	Iteration 28Q: 3 clusters Score -1.126805e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 100547 members 
Entering Unmasked Estep 
Score: -11268171.000000 Penalty: 3435.724609
	Iteration 29Q: 3 clusters Score -1.126817e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -11268290.000000 Penalty: 3435.724609
	Iteration 30Q: 3 clusters Score -1.126829e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 100887 members 
Entering Unmasked Estep 
Score: -11268354.000000 Penalty: 3435.724609
	Iteration 31Q: 3 clusters Score -1.126835e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -11268379.000000 Penalty: 3435.724609
	Iteration 32Q: 3 clusters Score -1.126838e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -11268389.000000 Penalty: 3435.724609
	Iteration 33Q: 3 clusters Score -1.126839e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -11268420.000000 Penalty: 3435.724609
	Iteration 34Q: 3 clusters Score -1.126842e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -11268451.000000 Penalty: 3435.724609
	Iteration 35Q: 3 clusters Score -1.126845e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
Score: -11268465.000000 Penalty: 3435.724609
	Iteration 36Q: 3 clusters Score -1.126846e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -11268471.000000 Penalty: 3435.724609
	Iteration 37Q: 3 clusters Score -1.126847e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 101378 members 
Entering Unmasked Estep 
Score: -11268482.000000 Penalty: 3435.724609
	Iteration 38Q: 3 clusters Score -1.126848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 101402 members 
Entering Unmasked Estep 
Score: -11268494.000000 Penalty: 3435.724609
	Iteration 39Q: 3 clusters Score -1.126849e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -11268512.000000 Penalty: 3435.724609
	Iteration 40F: 3 clusters Score -1.126851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -11268498.000000 Penalty: 3435.724609
	Iteration 41Q: 3 clusters Score -1.12685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 101471 members 
Entering Unmasked Estep 
Score: -11268513.000000 Penalty: 3435.724609
	Iteration 42Q: 3 clusters Score -1.126851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 101488 members 
Entering Unmasked Estep 
Score: -11268511.000000 Penalty: 3435.724609
	Iteration 43Q: 3 clusters Score -1.126851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 101507 members 
Entering Unmasked Estep 
Score: -11268503.000000 Penalty: 3435.724609
	Iteration 44Q: 3 clusters Score -1.12685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 101525 members 
Entering Unmasked Estep 
Score: -11268511.000000 Penalty: 3435.724609
	Iteration 45Q: 3 clusters Score -1.126851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -11268511.000000 Penalty: 3435.724609
	Iteration 46Q: 3 clusters Score -1.126851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 101554 members 
Entering Unmasked Estep 
Score: -11268515.000000 Penalty: 3435.724609
	Iteration 47Q: 3 clusters Score -1.126852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -11268517.000000 Penalty: 3435.724609
	Iteration 48Q: 3 clusters Score -1.126852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -11268519.000000 Penalty: 3435.724609
	Iteration 49Q: 3 clusters Score -1.126852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 101583 members 
Entering Unmasked Estep 
Score: -11268528.000000 Penalty: 3435.724609
	Iteration 50Q: 3 clusters Score -1.126853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 101598 members 
Entering Unmasked Estep 
Score: -11268541.000000 Penalty: 3435.724609
	Iteration 51Q: 3 clusters Score -1.126854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -11268543.000000 Penalty: 3435.724609
	Iteration 52Q: 3 clusters Score -1.126854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -11268541.000000 Penalty: 3435.724609
	Iteration 53Q: 3 clusters Score -1.126854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -11268539.000000 Penalty: 3435.724609
	Iteration 54Q: 3 clusters Score -1.126854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
Score: -11268546.000000 Penalty: 3435.724609
	Iteration 55Q: 3 clusters Score -1.126855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 101620 members 
Entering Unmasked Estep 
Score: -11268544.000000 Penalty: 3435.724609
	Iteration 56Q: 3 clusters Score -1.126854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
Score: -11268543.000000 Penalty: 3435.724609
	Iteration 57Q: 3 clusters Score -1.126854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
Score: -11268543.000000 Penalty: 3435.724609
	Iteration 58F: 3 clusters Score -1.126854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -582355.187500 Penalty: 1265.169800
	Iteration 0F: 2 clusters Score -582355.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -578747.937500 Penalty: 2530.339600
	Iteration 0F: 3 clusters Score -578747.9 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -579777.625000 Penalty: 2530.339600
	Iteration 1F: 3 clusters Score -579777.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -579965.250000 Penalty: 2530.339600
	Iteration 2F: 3 clusters Score -579965.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -580067.562500 Penalty: 2530.339600
	Iteration 3Q: 3 clusters Score -580067.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -580142.250000 Penalty: 2530.339600
	Iteration 4Q: 3 clusters Score -580142.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -580201.937500 Penalty: 2530.339600
	Iteration 5Q: 3 clusters Score -580201.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -580245.375000 Penalty: 2530.339600
	Iteration 6Q: 3 clusters Score -580245.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -580288.312500 Penalty: 2530.339600
	Iteration 7Q: 3 clusters Score -580288.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -580324.312500 Penalty: 2530.339600
	Iteration 8Q: 3 clusters Score -580324.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -580354.750000 Penalty: 2530.339600
	Iteration 9Q: 3 clusters Score -580354.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -580383.812500 Penalty: 2530.339600
	Iteration 10Q: 3 clusters Score -580383.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -580413.562500 Penalty: 2530.339600
	Iteration 11Q: 3 clusters Score -580413.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -580454.500000 Penalty: 2530.339600
	Iteration 12Q: 3 clusters Score -580454.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -580495.562500 Penalty: 2530.339600
	Iteration 13Q: 3 clusters Score -580495.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -580527.125000 Penalty: 2530.339600
	Iteration 14Q: 3 clusters Score -580527.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -580558.500000 Penalty: 2530.339600
	Iteration 15Q: 3 clusters Score -580558.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -580587.062500 Penalty: 2530.339600
	Iteration 16Q: 3 clusters Score -580587.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -580613.437500 Penalty: 2530.339600
	Iteration 17Q: 3 clusters Score -580613.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -580639.062500 Penalty: 2530.339600
	Iteration 18Q: 3 clusters Score -580639.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -580665.625000 Penalty: 2530.339600
	Iteration 19Q: 3 clusters Score -580665.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -580690.625000 Penalty: 2530.339600
	Iteration 20F: 3 clusters Score -580690.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -580710.000000 Penalty: 2530.339600
	Iteration 21Q: 3 clusters Score -580710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -580739.625000 Penalty: 2530.339600
	Iteration 22Q: 3 clusters Score -580739.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -580771.187500 Penalty: 2530.339600
	Iteration 23Q: 3 clusters Score -580771.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -580809.875000 Penalty: 2530.339600
	Iteration 24Q: 3 clusters Score -580809.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -580839.937500 Penalty: 2530.339600
	Iteration 25Q: 3 clusters Score -580839.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -580869.687500 Penalty: 2530.339600
	Iteration 26Q: 3 clusters Score -580869.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -580903.187500 Penalty: 2530.339600
	Iteration 27Q: 3 clusters Score -580903.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -580932.125000 Penalty: 2530.339600
	Iteration 28Q: 3 clusters Score -580932.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -580951.437500 Penalty: 2530.339600
	Iteration 29Q: 3 clusters Score -580951.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -580975.750000 Penalty: 2530.339600
	Iteration 30Q: 3 clusters Score -580975.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -581007.625000 Penalty: 2530.339600
	Iteration 31Q: 3 clusters Score -581007.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -581030.875000 Penalty: 2530.339600
	Iteration 32Q: 3 clusters Score -581030.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -581055.187500 Penalty: 2530.339600
	Iteration 33Q: 3 clusters Score -581055.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -581076.625000 Penalty: 2530.339600
	Iteration 34Q: 3 clusters Score -581076.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -581095.500000 Penalty: 2530.339600
	Iteration 35Q: 3 clusters Score -581095.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -581118.062500 Penalty: 2530.339600
	Iteration 36Q: 3 clusters Score -581118.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -581134.562500 Penalty: 2530.339600
	Iteration 37Q: 3 clusters Score -581134.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -581152.312500 Penalty: 2530.339600
	Iteration 38Q: 3 clusters Score -581152.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -581173.375000 Penalty: 2530.339600
	Iteration 39Q: 3 clusters Score -581173.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -581193.312500 Penalty: 2530.339600
	Iteration 40F: 3 clusters Score -581193.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -581208.437500 Penalty: 2530.339600
	Iteration 41Q: 3 clusters Score -581208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -581217.312500 Penalty: 2530.339600
	Iteration 42Q: 3 clusters Score -581217.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -581224.812500 Penalty: 2530.339600
	Iteration 43Q: 3 clusters Score -581224.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -581232.750000 Penalty: 2530.339600
	Iteration 44Q: 3 clusters Score -581232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -581237.937500 Penalty: 2530.339600
	Iteration 45Q: 3 clusters Score -581237.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -581242.062500 Penalty: 2530.339600
	Iteration 46Q: 3 clusters Score -581242.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -581245.187500 Penalty: 2530.339600
	Iteration 47Q: 3 clusters Score -581245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -581251.437500 Penalty: 2530.339600
	Iteration 48Q: 3 clusters Score -581251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -581255.937500 Penalty: 2530.339600
	Iteration 49Q: 3 clusters Score -581255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -581256.687500 Penalty: 2530.339600
	Iteration 50Q: 3 clusters Score -581256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -581258.562500 Penalty: 2530.339600
	Iteration 51Q: 3 clusters Score -581258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -581259.125000 Penalty: 2530.339600
	Iteration 52Q: 3 clusters Score -581259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -581260.000000 Penalty: 2530.339600
	Iteration 53Q: 3 clusters Score -581260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -581260.000000 Penalty: 2530.339600
	Iteration 54F: 3 clusters Score -581260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Entering Unmasked Estep 
Score: -7768336.500000 Penalty: 1661.673706
	Iteration 0F: 2 clusters Score -7768336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -7722130.000000 Penalty: 3323.347412
	Iteration 0F: 3 clusters Score -7722130 nChanged 33182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -7741494.500000 Penalty: 3323.347412
	Iteration 1F: 3 clusters Score -7741494 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -7742649.000000 Penalty: 3323.347412
	Iteration 2Q: 3 clusters Score -7742649 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -7744124.500000 Penalty: 3323.347412
	Iteration 3Q: 3 clusters Score -7744124 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -7745997.000000 Penalty: 3323.347412
	Iteration 4F: 3 clusters Score -7745997 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -7748470.500000 Penalty: 3323.347412
	Iteration 5F: 3 clusters Score -7748470 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -7752155.000000 Penalty: 3323.347412
	Iteration 6F: 3 clusters Score -7752155 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -7758538.000000 Penalty: 3323.347412
	Iteration 7F: 3 clusters Score -7758538 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -7769865.500000 Penalty: 3323.347412
	Iteration 8F: 3 clusters Score -7769866 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -7784144.000000 Penalty: 3323.347412
	Iteration 9F: 3 clusters Score -7784144 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -7789270.500000 Penalty: 3323.347412
	Iteration 10Q: 3 clusters Score -7789270 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -7790163.500000 Penalty: 3323.347412
	Iteration 11Q: 3 clusters Score -7790164 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -7790605.000000 Penalty: 3323.347412
	Iteration 12Q: 3 clusters Score -7790605 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -7790899.500000 Penalty: 3323.347412
	Iteration 13Q: 3 clusters Score -7790900 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -7791003.500000 Penalty: 3323.347412
	Iteration 14Q: 3 clusters Score -7791004 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -7791064.500000 Penalty: 3323.347412
	Iteration 15Q: 3 clusters Score -7791064 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -7791058.000000 Penalty: 3323.347412
	Iteration 16Q: 3 clusters Score -7791058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -7791041.000000 Penalty: 3323.347412
	Iteration 17Q: 3 clusters Score -7791041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -7791068.500000 Penalty: 3323.347412
	Iteration 18Q: 3 clusters Score -7791068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -7791068.000000 Penalty: 3323.347412
	Iteration 19Q: 3 clusters Score -7791068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -7791068.000000 Penalty: 3323.347412
	Iteration 20F: 3 clusters Score -7791068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -7791066.500000 Penalty: 3323.347412
	Iteration 21Q: 3 clusters Score -7791066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -7791063.000000 Penalty: 3323.347412
	Iteration 22Q: 3 clusters Score -7791063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -7791067.500000 Penalty: 3323.347412
	Iteration 23Q: 3 clusters Score -7791068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -7791067.500000 Penalty: 3323.347412
	Iteration 24F: 3 clusters Score -7791068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 30631 members 
Mstep: Class 3 contains 103236 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 54080 members 
Mstep: Class 6 contains 23615 members 
Mstep: Class 7 contains 39770 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 16688 members 
Mstep: Class 11 contains 76864 members 
Mstep: Class 12 contains 31805 members 
Mstep: Class 13 contains 69332 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 134417 members 
Mstep: Class 16 contains 13778 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 20 contains 28039 members 
Mstep: Class 21 contains 1574 members 
Entering Unmasked Estep 
Score: -78593288.000000 Penalty: 38188.558594
Splitting cluster 5 changes total score from -78570784.000000 to -78593288.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (23615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Entering Unmasked Estep 
Score: -2674271.750000 Penalty: 1498.362061
	Iteration 0F: 2 clusters Score -2674272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2658929.000000 Penalty: 2996.724121
	Iteration 0F: 3 clusters Score -2658929 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2664476.250000 Penalty: 2996.724121
	Iteration 1F: 3 clusters Score -2664476 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2664867.250000 Penalty: 2996.724121
	Iteration 2Q: 3 clusters Score -2664867 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2665165.000000 Penalty: 2996.724121
	Iteration 3Q: 3 clusters Score -2665165 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2665431.500000 Penalty: 2996.724121
	Iteration 4Q: 3 clusters Score -2665432 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2665701.250000 Penalty: 2996.724121
	Iteration 5Q: 3 clusters Score -2665701 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2665971.000000 Penalty: 2996.724121
	Iteration 6Q: 3 clusters Score -2665971 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2666305.250000 Penalty: 2996.724121
	Iteration 7Q: 3 clusters Score -2666305 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2666686.250000 Penalty: 2996.724121
	Iteration 8Q: 3 clusters Score -2666686 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2667157.750000 Penalty: 2996.724121
	Iteration 9Q: 3 clusters Score -2667158 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2667815.000000 Penalty: 2996.724121
	Iteration 10Q: 3 clusters Score -2667815 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2668704.750000 Penalty: 2996.724121
	Iteration 11F: 3 clusters Score -2668705 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2669717.000000 Penalty: 2996.724121
	Iteration 12F: 3 clusters Score -2669717 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2670818.250000 Penalty: 2996.724121
	Iteration 13F: 3 clusters Score -2670818 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2671741.250000 Penalty: 2996.724121
	Iteration 14Q: 3 clusters Score -2671741 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2672297.500000 Penalty: 2996.724121
	Iteration 15Q: 3 clusters Score -2672298 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2672633.500000 Penalty: 2996.724121
	Iteration 16Q: 3 clusters Score -2672634 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2672844.750000 Penalty: 2996.724121
	Iteration 17Q: 3 clusters Score -2672845 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2672937.500000 Penalty: 2996.724121
	Iteration 18Q: 3 clusters Score -2672938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2672980.000000 Penalty: 2996.724121
	Iteration 19Q: 3 clusters Score -2672980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2673020.500000 Penalty: 2996.724121
	Iteration 20F: 3 clusters Score -2673020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2673042.000000 Penalty: 2996.724121
	Iteration 21Q: 3 clusters Score -2673042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2673064.250000 Penalty: 2996.724121
	Iteration 22Q: 3 clusters Score -2673064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2673076.500000 Penalty: 2996.724121
	Iteration 23Q: 3 clusters Score -2673076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2673086.500000 Penalty: 2996.724121
	Iteration 24Q: 3 clusters Score -2673086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2673090.250000 Penalty: 2996.724121
	Iteration 25Q: 3 clusters Score -2673090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2673096.250000 Penalty: 2996.724121
	Iteration 26Q: 3 clusters Score -2673096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2673102.750000 Penalty: 2996.724121
	Iteration 27Q: 3 clusters Score -2673103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2673099.500000 Penalty: 2996.724121
	Iteration 28Q: 3 clusters Score -2673100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2673099.500000 Penalty: 2996.724121
	Iteration 29F: 3 clusters Score -2673100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Entering Unmasked Estep 
Score: -4388275.500000 Penalty: 1575.921143
	Iteration 0F: 2 clusters Score -4388276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4362278.000000 Penalty: 3151.842285
	Iteration 0F: 3 clusters Score -4362278 nChanged 18200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -4372512.000000 Penalty: 3151.842285
	Iteration 1F: 3 clusters Score -4372512 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4373121.000000 Penalty: 3151.842285
	Iteration 2Q: 3 clusters Score -4373121 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4373629.500000 Penalty: 3151.842285
	Iteration 3Q: 3 clusters Score -4373630 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4374061.500000 Penalty: 3151.842285
	Iteration 4Q: 3 clusters Score -4374062 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -4374497.000000 Penalty: 3151.842285
	Iteration 5Q: 3 clusters Score -4374497 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4374900.500000 Penalty: 3151.842285
	Iteration 6Q: 3 clusters Score -4374900 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4375280.000000 Penalty: 3151.842285
	Iteration 7Q: 3 clusters Score -4375280 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4375714.500000 Penalty: 3151.842285
	Iteration 8Q: 3 clusters Score -4375714 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4376075.000000 Penalty: 3151.842285
	Iteration 9Q: 3 clusters Score -4376075 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4376496.500000 Penalty: 3151.842285
	Iteration 10Q: 3 clusters Score -4376496 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4376865.000000 Penalty: 3151.842285
	Iteration 11Q: 3 clusters Score -4376865 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4377146.000000 Penalty: 3151.842285
	Iteration 12Q: 3 clusters Score -4377146 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4377382.500000 Penalty: 3151.842285
	Iteration 13Q: 3 clusters Score -4377382 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -4377585.500000 Penalty: 3151.842285
	Iteration 14Q: 3 clusters Score -4377586 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -4377763.000000 Penalty: 3151.842285
	Iteration 15Q: 3 clusters Score -4377763 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4377890.000000 Penalty: 3151.842285
	Iteration 16Q: 3 clusters Score -4377890 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4378051.000000 Penalty: 3151.842285
	Iteration 17Q: 3 clusters Score -4378051 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4378243.500000 Penalty: 3151.842285
	Iteration 18Q: 3 clusters Score -4378244 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -4378463.500000 Penalty: 3151.842285
	Iteration 19Q: 3 clusters Score -4378464 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4378734.500000 Penalty: 3151.842285
	Iteration 20F: 3 clusters Score -4378734 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4379121.500000 Penalty: 3151.842285
	Iteration 21Q: 3 clusters Score -4379122 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4379698.000000 Penalty: 3151.842285
	Iteration 22Q: 3 clusters Score -4379698 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4380493.500000 Penalty: 3151.842285
	Iteration 23Q: 3 clusters Score -4380494 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -4381639.000000 Penalty: 3151.842285
	Iteration 24Q: 3 clusters Score -4381639 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4383072.500000 Penalty: 3151.842285
	Iteration 25Q: 3 clusters Score -4383072 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4384509.000000 Penalty: 3151.842285
	Iteration 26Q: 3 clusters Score -4384509 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4385679.000000 Penalty: 3151.842285
	Iteration 27Q: 3 clusters Score -4385679 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4386330.000000 Penalty: 3151.842285
	Iteration 28Q: 3 clusters Score -4386330 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4386677.500000 Penalty: 3151.842285
	Iteration 29Q: 3 clusters Score -4386678 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4386855.000000 Penalty: 3151.842285
	Iteration 30Q: 3 clusters Score -4386855 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4386935.000000 Penalty: 3151.842285
	Iteration 31Q: 3 clusters Score -4386935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4386990.500000 Penalty: 3151.842285
	Iteration 32Q: 3 clusters Score -4386990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4387018.000000 Penalty: 3151.842285
	Iteration 33Q: 3 clusters Score -4387018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4387039.000000 Penalty: 3151.842285
	Iteration 34Q: 3 clusters Score -4387039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4387058.500000 Penalty: 3151.842285
	Iteration 35Q: 3 clusters Score -4387058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4387069.500000 Penalty: 3151.842285
	Iteration 36Q: 3 clusters Score -4387070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4387072.000000 Penalty: 3151.842285
	Iteration 37Q: 3 clusters Score -4387072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4387083.000000 Penalty: 3151.842285
	Iteration 38Q: 3 clusters Score -4387083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4387086.000000 Penalty: 3151.842285
	Iteration 39Q: 3 clusters Score -4387086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4387092.500000 Penalty: 3151.842285
	Iteration 40F: 3 clusters Score -4387092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4387096.000000 Penalty: 3151.842285
	Iteration 41Q: 3 clusters Score -4387096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4387099.000000 Penalty: 3151.842285
	Iteration 42Q: 3 clusters Score -4387099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4387097.500000 Penalty: 3151.842285
	Iteration 43Q: 3 clusters Score -4387098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4387098.000000 Penalty: 3151.842285
	Iteration 44Q: 3 clusters Score -4387098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4387098.000000 Penalty: 3151.842285
	Iteration 45F: 3 clusters Score -4387098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -105445.835938 Penalty: 1031.983154
	Iteration 0F: 2 clusters Score -105445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -104198.570312 Penalty: 2063.966309
	Iteration 0F: 3 clusters Score -104198.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -104504.929688 Penalty: 2063.966309
	Iteration 1F: 3 clusters Score -104504.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104608.250000 Penalty: 2063.966309
	Iteration 2F: 3 clusters Score -104608.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104650.632812 Penalty: 2063.966309
	Iteration 3Q: 3 clusters Score -104650.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104682.296875 Penalty: 2063.966309
	Iteration 4Q: 3 clusters Score -104682.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -104700.890625 Penalty: 2063.966309
	Iteration 5Q: 3 clusters Score -104700.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -104716.515625 Penalty: 2063.966309
	Iteration 6Q: 3 clusters Score -104716.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104722.085938 Penalty: 2063.966309
	Iteration 7Q: 3 clusters Score -104722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -104725.742188 Penalty: 2063.966309
	Iteration 8Q: 3 clusters Score -104725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104728.140625 Penalty: 2063.966309
	Iteration 9Q: 3 clusters Score -104728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104730.843750 Penalty: 2063.966309
	Iteration 10Q: 3 clusters Score -104730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104730.843750 Penalty: 2063.966309
	Iteration 11F: 3 clusters Score -104730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Entering Unmasked Estep 
Score: -1719890.625000 Penalty: 1434.380249
	Iteration 0F: 2 clusters Score -1719891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1709789.000000 Penalty: 2868.760498
	Iteration 0F: 3 clusters Score -1709789 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1713187.375000 Penalty: 2868.760498
	Iteration 1F: 3 clusters Score -1713187 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1713504.500000 Penalty: 2868.760498
	Iteration 2F: 3 clusters Score -1713504 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1713746.250000 Penalty: 2868.760498
	Iteration 3Q: 3 clusters Score -1713746 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1713933.125000 Penalty: 2868.760498
	Iteration 4Q: 3 clusters Score -1713933 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1714065.250000 Penalty: 2868.760498
	Iteration 5Q: 3 clusters Score -1714065 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1714196.125000 Penalty: 2868.760498
	Iteration 6Q: 3 clusters Score -1714196 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1714300.625000 Penalty: 2868.760498
	Iteration 7Q: 3 clusters Score -1714301 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1714408.375000 Penalty: 2868.760498
	Iteration 8Q: 3 clusters Score -1714408 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1714499.500000 Penalty: 2868.760498
	Iteration 9Q: 3 clusters Score -1714500 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1714605.750000 Penalty: 2868.760498
	Iteration 10Q: 3 clusters Score -1714606 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1714728.375000 Penalty: 2868.760498
	Iteration 11Q: 3 clusters Score -1714728 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1714887.375000 Penalty: 2868.760498
	Iteration 12Q: 3 clusters Score -1714887 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1715106.750000 Penalty: 2868.760498
	Iteration 13Q: 3 clusters Score -1715107 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1715410.250000 Penalty: 2868.760498
	Iteration 14Q: 3 clusters Score -1715410 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1715839.250000 Penalty: 2868.760498
	Iteration 15Q: 3 clusters Score -1715839 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1716368.000000 Penalty: 2868.760498
	Iteration 16F: 3 clusters Score -1716368 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1716906.625000 Penalty: 2868.760498
	Iteration 17Q: 3 clusters Score -1716907 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1717408.750000 Penalty: 2868.760498
	Iteration 18Q: 3 clusters Score -1717409 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1717773.500000 Penalty: 2868.760498
	Iteration 19Q: 3 clusters Score -1717774 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1718060.750000 Penalty: 2868.760498
	Iteration 20F: 3 clusters Score -1718061 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1718269.375000 Penalty: 2868.760498
	Iteration 21Q: 3 clusters Score -1718269 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1718428.875000 Penalty: 2868.760498
	Iteration 22Q: 3 clusters Score -1718429 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1718521.375000 Penalty: 2868.760498
	Iteration 23Q: 3 clusters Score -1718521 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1718589.500000 Penalty: 2868.760498
	Iteration 24Q: 3 clusters Score -1718590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1718641.750000 Penalty: 2868.760498
	Iteration 25Q: 3 clusters Score -1718642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1718674.625000 Penalty: 2868.760498
	Iteration 26Q: 3 clusters Score -1718675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1718700.750000 Penalty: 2868.760498
	Iteration 27Q: 3 clusters Score -1718701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1718720.500000 Penalty: 2868.760498
	Iteration 28Q: 3 clusters Score -1718720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1718731.375000 Penalty: 2868.760498
	Iteration 29Q: 3 clusters Score -1718731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1718747.000000 Penalty: 2868.760498
	Iteration 30Q: 3 clusters Score -1718747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1718750.375000 Penalty: 2868.760498
	Iteration 31Q: 3 clusters Score -1718750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1718751.000000 Penalty: 2868.760498
	Iteration 32Q: 3 clusters Score -1718751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1718756.875000 Penalty: 2868.760498
	Iteration 33Q: 3 clusters Score -1718757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1718765.125000 Penalty: 2868.760498
	Iteration 34Q: 3 clusters Score -1718765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1718773.750000 Penalty: 2868.760498
	Iteration 35Q: 3 clusters Score -1718774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1718772.625000 Penalty: 2868.760498
	Iteration 36Q: 3 clusters Score -1718773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1718777.500000 Penalty: 2868.760498
	Iteration 37Q: 3 clusters Score -1718778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1718780.250000 Penalty: 2868.760498
	Iteration 38Q: 3 clusters Score -1718780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1718779.375000 Penalty: 2868.760498
	Iteration 39Q: 3 clusters Score -1718779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1718782.000000 Penalty: 2868.760498
	Iteration 40F: 3 clusters Score -1718782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1718786.125000 Penalty: 2868.760498
	Iteration 41Q: 3 clusters Score -1718786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1718791.500000 Penalty: 2868.760498
	Iteration 42Q: 3 clusters Score -1718792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1718801.875000 Penalty: 2868.760498
	Iteration 43Q: 3 clusters Score -1718802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1718808.625000 Penalty: 2868.760498
	Iteration 44Q: 3 clusters Score -1718809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1718813.625000 Penalty: 2868.760498
	Iteration 45Q: 3 clusters Score -1718814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1718816.250000 Penalty: 2868.760498
	Iteration 46Q: 3 clusters Score -1718816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1718815.750000 Penalty: 2868.760498
	Iteration 47Q: 3 clusters Score -1718816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1718816.625000 Penalty: 2868.760498
	Iteration 48Q: 3 clusters Score -1718817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1718818.250000 Penalty: 2868.760498
	Iteration 49Q: 3 clusters Score -1718818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1718818.000000 Penalty: 2868.760498
	Iteration 50Q: 3 clusters Score -1718818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1718821.375000 Penalty: 2868.760498
	Iteration 51Q: 3 clusters Score -1718821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1718821.375000 Penalty: 2868.760498
	Iteration 52F: 3 clusters Score -1718821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Entering Unmasked Estep 
Score: -8313752.000000 Penalty: 1673.969238
	Iteration 0F: 2 clusters Score -8313752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -8263552.000000 Penalty: 3347.938477
	Iteration 0F: 3 clusters Score -8263552 nChanged 36133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -8283930.000000 Penalty: 3347.938477
	Iteration 1F: 3 clusters Score -8283930 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -8284959.000000 Penalty: 3347.938477
	Iteration 2Q: 3 clusters Score -8284959 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -8286229.500000 Penalty: 3347.938477
	Iteration 3Q: 3 clusters Score -8286230 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -8287978.000000 Penalty: 3347.938477
	Iteration 4Q: 3 clusters Score -8287978 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -8290401.000000 Penalty: 3347.938477
	Iteration 5F: 3 clusters Score -8290401 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -8293479.500000 Penalty: 3347.938477
	Iteration 6F: 3 clusters Score -8293480 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -8296568.000000 Penalty: 3347.938477
	Iteration 7F: 3 clusters Score -8296568 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -8299379.000000 Penalty: 3347.938477
	Iteration 8F: 3 clusters Score -8299379 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -8301857.500000 Penalty: 3347.938477
	Iteration 9F: 3 clusters Score -8301858 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -8304073.000000 Penalty: 3347.938477
	Iteration 10Q: 3 clusters Score -8304073 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -8305999.500000 Penalty: 3347.938477
	Iteration 11Q: 3 clusters Score -8306000 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -8307420.500000 Penalty: 3347.938477
	Iteration 12Q: 3 clusters Score -8307420 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -8308451.000000 Penalty: 3347.938477
	Iteration 13Q: 3 clusters Score -8308451 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -8309113.000000 Penalty: 3347.938477
	Iteration 14Q: 3 clusters Score -8309113 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -8309614.500000 Penalty: 3347.938477
	Iteration 15Q: 3 clusters Score -8309614 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -8309984.500000 Penalty: 3347.938477
	Iteration 16Q: 3 clusters Score -8309984 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -8310286.500000 Penalty: 3347.938477
	Iteration 17Q: 3 clusters Score -8310286 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -8310556.500000 Penalty: 3347.938477
	Iteration 18Q: 3 clusters Score -8310556 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -8310796.500000 Penalty: 3347.938477
	Iteration 19Q: 3 clusters Score -8310796 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -8311056.000000 Penalty: 3347.938477
	Iteration 20F: 3 clusters Score -8311056 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -8311301.000000 Penalty: 3347.938477
	Iteration 21Q: 3 clusters Score -8311301 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -8311488.500000 Penalty: 3347.938477
	Iteration 22Q: 3 clusters Score -8311488 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -8311621.500000 Penalty: 3347.938477
	Iteration 23Q: 3 clusters Score -8311622 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8311782.500000 Penalty: 3347.938477
	Iteration 24Q: 3 clusters Score -8311782 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -8311957.000000 Penalty: 3347.938477
	Iteration 25Q: 3 clusters Score -8311957 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -8312053.000000 Penalty: 3347.938477
	Iteration 26Q: 3 clusters Score -8312053 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -8312150.000000 Penalty: 3347.938477
	Iteration 27Q: 3 clusters Score -8312150 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -8312198.000000 Penalty: 3347.938477
	Iteration 28Q: 3 clusters Score -8312198 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -8312264.000000 Penalty: 3347.938477
	Iteration 29Q: 3 clusters Score -8312264 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -8312315.500000 Penalty: 3347.938477
	Iteration 30Q: 3 clusters Score -8312316 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -8312368.500000 Penalty: 3347.938477
	Iteration 31Q: 3 clusters Score -8312368 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -8312422.500000 Penalty: 3347.938477
	Iteration 32Q: 3 clusters Score -8312422 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 70072 members 
Entering Unmasked Estep 
Score: -8312444.500000 Penalty: 3347.938477
	Iteration 33Q: 3 clusters Score -8312444 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -8312458.000000 Penalty: 3347.938477
	Iteration 34Q: 3 clusters Score -8312458 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -8312508.500000 Penalty: 3347.938477
	Iteration 35Q: 3 clusters Score -8312508 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -8312541.500000 Penalty: 3347.938477
	Iteration 36Q: 3 clusters Score -8312542 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -8312556.000000 Penalty: 3347.938477
	Iteration 37Q: 3 clusters Score -8312556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 70767 members 
Entering Unmasked Estep 
Score: -8312577.000000 Penalty: 3347.938477
	Iteration 38Q: 3 clusters Score -8312577 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -8312588.000000 Penalty: 3347.938477
	Iteration 39Q: 3 clusters Score -8312588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -8312586.500000 Penalty: 3347.938477
	Iteration 40F: 3 clusters Score -8312586 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -8312591.500000 Penalty: 3347.938477
	Iteration 41Q: 3 clusters Score -8312592 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -8312601.500000 Penalty: 3347.938477
	Iteration 42Q: 3 clusters Score -8312602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8312611 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8312616 nChanged 85
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Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8312638 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8312686 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8312708 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8312710 nChanged 63
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Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8312718 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8312721 nChanged 54
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Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 71967 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8312720 nChanged 50
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Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8312734 nChanged 58
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Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8312735 nChanged 56
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Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8312746 nChanged 57
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Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8312740 nChanged 58
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Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 72240 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8312739 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8312746 nChanged 46
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Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 72333 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8312740 nChanged 43
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Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8312750 nChanged 40
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Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8312740 nChanged 31
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Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8312770 nChanged 21
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Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8312765 nChanged 20
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Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8312778 nChanged 17
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Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 72541 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8312770 nChanged 15
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Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8312766 nChanged 25
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Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8312790 nChanged 36
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Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8312790 nChanged 27
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Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8312800 nChanged 21
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Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8312802 nChanged 23
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Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8312793 nChanged 17
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Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 72791 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8312800 nChanged 20
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Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8312802 nChanged 21
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Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8312796 nChanged 19
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Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8312816 nChanged 24
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Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8312812 nChanged 26
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Mstep: Class 1 contains 3971 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8312818 nChanged 24
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Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 72933 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8312826 nChanged 23
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Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8312820 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8312826 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8312831 nChanged 26
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Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8312830 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 73051 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8312836 nChanged 30
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Mstep: Class 1 contains 3787 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8312852 nChanged 27
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Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8312854 nChanged 23
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Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8312855 nChanged 11
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Mstep: Class 1 contains 3728 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8312858 nChanged 14
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Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8312856 nChanged 17
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Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8312860 nChanged 12
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Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8312862 nChanged 16
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Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8312864 nChanged 11
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Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8312868 nChanged 8
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Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8312866 nChanged 5
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Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 73207 members 
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	Iteration 101Q: 3 clusters Score -8312862 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8312858 nChanged 7
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Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8312860 nChanged 6
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Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 73227 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8312853 nChanged 3
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Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 73230 members 
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	Iteration 105Q: 3 clusters Score -8312855 nChanged 7
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Mstep: Class 1 contains 3627 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8312852 nChanged 5
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Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8312855 nChanged 9
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Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8312849 nChanged 5
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Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8312850 nChanged 9
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Mstep: Class 1 contains 3603 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8312856 nChanged 5
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Mstep: Class 1 contains 3598 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8312862 nChanged 10
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Mstep: Class 1 contains 3588 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8312864 nChanged 13
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Mstep: Class 1 contains 3575 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8312860 nChanged 13
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Mstep: Class 1 contains 3564 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8312864 nChanged 8
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Mstep: Class 1 contains 3558 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8312872 nChanged 4
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Mstep: Class 1 contains 3554 members 
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	Iteration 116Q: 3 clusters Score -8312877 nChanged 3
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Mstep: Class 1 contains 3551 members 
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	Iteration 117Q: 3 clusters Score -8312880 nChanged 1
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	Iteration 118Q: 3 clusters Score -8312872 nChanged 3
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	Iteration 119Q: 3 clusters Score -8312876 nChanged 2
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Mstep: Class 1 contains 3545 members 
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	Iteration 120F: 3 clusters Score -8312872 nChanged 2
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	Iteration 121Q: 3 clusters Score -8312872 nChanged 2
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	Iteration 122Q: 3 clusters Score -8312871 nChanged 1
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	Iteration 123Q: 3 clusters Score -8312864 nChanged 3
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Mstep: Class 1 contains 3539 members 
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	Iteration 124Q: 3 clusters Score -8312869 nChanged 4
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Mstep: Class 1 contains 3539 members 
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	Iteration 125Q: 3 clusters Score -8312880 nChanged 4
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	Iteration 126Q: 3 clusters Score -8312880 nChanged 5
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Mstep: Class 1 contains 3534 members 
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	Iteration 127Q: 3 clusters Score -8312872 nChanged 5
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	Iteration 128Q: 3 clusters Score -8312880 nChanged 5
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	Iteration 129Q: 3 clusters Score -8312875 nChanged 9
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8312880 nChanged 7
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	Iteration 131Q: 3 clusters Score -8312883 nChanged 4
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	Iteration 132Q: 3 clusters Score -8312882 nChanged 7
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	Iteration 133Q: 3 clusters Score -8312881 nChanged 7
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	Iteration 134Q: 3 clusters Score -8312880 nChanged 3
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	Iteration 135Q: 3 clusters Score -8312880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -8312881.000000 Penalty: 3347.938477
	Iteration 136Q: 3 clusters Score -8312881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -8312882.500000 Penalty: 3347.938477
	Iteration 137Q: 3 clusters Score -8312882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -8312885.500000 Penalty: 3347.938477
	Iteration 138Q: 3 clusters Score -8312886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -8312881.000000 Penalty: 3347.938477
	Iteration 139Q: 3 clusters Score -8312881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -8312889.500000 Penalty: 3347.938477
	Iteration 140F: 3 clusters Score -8312890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -8312888.000000 Penalty: 3347.938477
	Iteration 141Q: 3 clusters Score -8312888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -8312895.000000 Penalty: 3347.938477
	Iteration 142Q: 3 clusters Score -8312895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -8312892.500000 Penalty: 3347.938477
	Iteration 143Q: 3 clusters Score -8312892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 73411 members 
Entering Unmasked Estep 
Score: -8312903.000000 Penalty: 3347.938477
	Iteration 144Q: 3 clusters Score -8312903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -8312901.000000 Penalty: 3347.938477
	Iteration 145Q: 3 clusters Score -8312901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -8312889.500000 Penalty: 3347.938477
	Iteration 146Q: 3 clusters Score -8312890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -8312893.500000 Penalty: 3347.938477
	Iteration 147Q: 3 clusters Score -8312894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -8312894.000000 Penalty: 3347.938477
	Iteration 148Q: 3 clusters Score -8312894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -8312894.500000 Penalty: 3347.938477
	Iteration 149Q: 3 clusters Score -8312894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -8312895.500000 Penalty: 3347.938477
	Iteration 150Q: 3 clusters Score -8312896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -8312892.500000 Penalty: 3347.938477
	Iteration 151Q: 3 clusters Score -8312892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -8312901.000000 Penalty: 3347.938477
	Iteration 152Q: 3 clusters Score -8312901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -8312897.000000 Penalty: 3347.938477
	Iteration 153Q: 3 clusters Score -8312897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 73441 members 
Entering Unmasked Estep 
Score: -8312897.000000 Penalty: 3347.938477
	Iteration 154Q: 3 clusters Score -8312897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 73443 members 
Entering Unmasked Estep 
Score: -8312902.000000 Penalty: 3347.938477
	Iteration 155Q: 3 clusters Score -8312902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -8312912.500000 Penalty: 3347.938477
	Iteration 156Q: 3 clusters Score -8312912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 73448 members 
Entering Unmasked Estep 
Score: -8312907.500000 Penalty: 3347.938477
	Iteration 157Q: 3 clusters Score -8312908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -8312905.000000 Penalty: 3347.938477
	Iteration 158Q: 3 clusters Score -8312905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -8312906.500000 Penalty: 3347.938477
	Iteration 159Q: 3 clusters Score -8312906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -8312907.000000 Penalty: 3347.938477
	Iteration 160F: 3 clusters Score -8312907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 73457 members 
Entering Unmasked Estep 
Score: -8312903.000000 Penalty: 3347.938477
	Iteration 161Q: 3 clusters Score -8312903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -8312908.500000 Penalty: 3347.938477
	Iteration 162Q: 3 clusters Score -8312908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -8312905.500000 Penalty: 3347.938477
	Iteration 163Q: 3 clusters Score -8312906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -8312915.500000 Penalty: 3347.938477
	Iteration 164Q: 3 clusters Score -8312916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -8312904.000000 Penalty: 3347.938477
	Iteration 165Q: 3 clusters Score -8312904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -8312904.000000 Penalty: 3347.938477
	Iteration 166F: 3 clusters Score -8312904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Entering Unmasked Estep 
Score: -3224777.750000 Penalty: 1542.666016
	Iteration 0F: 2 clusters Score -3224778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3204006.250000 Penalty: 3085.332031
	Iteration 0F: 3 clusters Score -3204006 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3212017.250000 Penalty: 3085.332031
	Iteration 1F: 3 clusters Score -3212017 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3212816.250000 Penalty: 3085.332031
	Iteration 2F: 3 clusters Score -3212816 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3213583.500000 Penalty: 3085.332031
	Iteration 3F: 3 clusters Score -3213584 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3214353.000000 Penalty: 3085.332031
	Iteration 4F: 3 clusters Score -3214353 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3215117.750000 Penalty: 3085.332031
	Iteration 5F: 3 clusters Score -3215118 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3215712.750000 Penalty: 3085.332031
	Iteration 6Q: 3 clusters Score -3215713 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3216254.500000 Penalty: 3085.332031
	Iteration 7Q: 3 clusters Score -3216254 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3216764.000000 Penalty: 3085.332031
	Iteration 8Q: 3 clusters Score -3216764 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3217208.250000 Penalty: 3085.332031
	Iteration 9Q: 3 clusters Score -3217208 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3217713.250000 Penalty: 3085.332031
	Iteration 10Q: 3 clusters Score -3217713 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3218380.750000 Penalty: 3085.332031
	Iteration 11Q: 3 clusters Score -3218381 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3219249.000000 Penalty: 3085.332031
	Iteration 12Q: 3 clusters Score -3219249 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3220411.500000 Penalty: 3085.332031
	Iteration 13F: 3 clusters Score -3220412 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3221818.000000 Penalty: 3085.332031
	Iteration 14F: 3 clusters Score -3221818 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3223288.000000 Penalty: 3085.332031
	Iteration 15F: 3 clusters Score -3223288 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3224630.750000 Penalty: 3085.332031
	Iteration 16Q: 3 clusters Score -3224631 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3225666.500000 Penalty: 3085.332031
	Iteration 17Q: 3 clusters Score -3225666 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3226309.000000 Penalty: 3085.332031
	Iteration 18Q: 3 clusters Score -3226309 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3226648.500000 Penalty: 3085.332031
	Iteration 19Q: 3 clusters Score -3226648 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3226838.000000 Penalty: 3085.332031
	Iteration 20F: 3 clusters Score -3226838 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3226913.250000 Penalty: 3085.332031
	Iteration 21Q: 3 clusters Score -3226913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3226956.250000 Penalty: 3085.332031
	Iteration 22Q: 3 clusters Score -3226956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3226996.750000 Penalty: 3085.332031
	Iteration 23Q: 3 clusters Score -3226997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3227014.750000 Penalty: 3085.332031
	Iteration 24Q: 3 clusters Score -3227015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3227033.000000 Penalty: 3085.332031
	Iteration 25Q: 3 clusters Score -3227033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3227041.000000 Penalty: 3085.332031
	Iteration 26Q: 3 clusters Score -3227041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3227045.000000 Penalty: 3085.332031
	Iteration 27Q: 3 clusters Score -3227045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3227049.500000 Penalty: 3085.332031
	Iteration 28Q: 3 clusters Score -3227050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3227052.000000 Penalty: 3085.332031
	Iteration 29Q: 3 clusters Score -3227052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3227057.000000 Penalty: 3085.332031
	Iteration 30Q: 3 clusters Score -3227057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3227055.500000 Penalty: 3085.332031
	Iteration 31Q: 3 clusters Score -3227056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3227055.750000 Penalty: 3085.332031
	Iteration 32Q: 3 clusters Score -3227056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3227059.000000 Penalty: 3085.332031
	Iteration 33Q: 3 clusters Score -3227059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3227059.000000 Penalty: 3085.332031
	Iteration 34F: 3 clusters Score -3227059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 30631 members 
Mstep: Class 3 contains 103236 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 54080 members 
Mstep: Class 6 contains 23615 members 
Mstep: Class 7 contains 39770 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 16688 members 
Mstep: Class 11 contains 76864 members 
Mstep: Class 12 contains 30337 members 
Mstep: Class 13 contains 69332 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 134417 members 
Mstep: Class 16 contains 13778 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 20 contains 28039 members 
Mstep: Class 21 contains 1574 members 
Entering Unmasked Estep 
Score: -78595008.000000 Penalty: 40198.480469
Splitting cluster 12 changes total score from -78570784.000000 to -78595008.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 13 (69332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Entering Unmasked Estep 
Score: -7520374.500000 Penalty: 1658.623291
	Iteration 0F: 2 clusters Score -7520374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -7474983.500000 Penalty: 3317.246582
	Iteration 0F: 3 clusters Score -7474984 nChanged 32405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -7494024.000000 Penalty: 3317.246582
	Iteration 1F: 3 clusters Score -7494024 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -7495885.000000 Penalty: 3317.246582
	Iteration 2F: 3 clusters Score -7495885 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -7499073.500000 Penalty: 3317.246582
	Iteration 3F: 3 clusters Score -7499074 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -7504379.500000 Penalty: 3317.246582
	Iteration 4F: 3 clusters Score -7504380 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -7510890.000000 Penalty: 3317.246582
	Iteration 5F: 3 clusters Score -7510890 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -7517033.000000 Penalty: 3317.246582
	Iteration 6F: 3 clusters Score -7517033 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -7521717.500000 Penalty: 3317.246582
	Iteration 7F: 3 clusters Score -7521718 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -7525270.000000 Penalty: 3317.246582
	Iteration 8F: 3 clusters Score -7525270 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7527701.500000 Penalty: 3317.246582
	Iteration 9Q: 3 clusters Score -7527702 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -7529314.000000 Penalty: 3317.246582
	Iteration 10Q: 3 clusters Score -7529314 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -7530398.000000 Penalty: 3317.246582
	Iteration 11Q: 3 clusters Score -7530398 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -7531080.500000 Penalty: 3317.246582
	Iteration 12Q: 3 clusters Score -7531080 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -7531656.000000 Penalty: 3317.246582
	Iteration 13Q: 3 clusters Score -7531656 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -7532166.000000 Penalty: 3317.246582
	Iteration 14Q: 3 clusters Score -7532166 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -7532567.500000 Penalty: 3317.246582
	Iteration 15Q: 3 clusters Score -7532568 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -7532957.000000 Penalty: 3317.246582
	Iteration 16Q: 3 clusters Score -7532957 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -7533274.000000 Penalty: 3317.246582
	Iteration 17Q: 3 clusters Score -7533274 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -7533587.500000 Penalty: 3317.246582
	Iteration 18Q: 3 clusters Score -7533588 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -7533902.000000 Penalty: 3317.246582
	Iteration 19Q: 3 clusters Score -7533902 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -7534169.500000 Penalty: 3317.246582
	Iteration 20F: 3 clusters Score -7534170 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -7534505.000000 Penalty: 3317.246582
	Iteration 21Q: 3 clusters Score -7534505 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -7534793.500000 Penalty: 3317.246582
	Iteration 22Q: 3 clusters Score -7534794 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -7535132.000000 Penalty: 3317.246582
	Iteration 23Q: 3 clusters Score -7535132 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -7535435.500000 Penalty: 3317.246582
	Iteration 24Q: 3 clusters Score -7535436 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -7535703.000000 Penalty: 3317.246582
	Iteration 25Q: 3 clusters Score -7535703 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7535808.500000 Penalty: 3317.246582
	Iteration 26Q: 3 clusters Score -7535808 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -7535957.000000 Penalty: 3317.246582
	Iteration 27Q: 3 clusters Score -7535957 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -7536051.000000 Penalty: 3317.246582
	Iteration 28Q: 3 clusters Score -7536051 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -7536148.500000 Penalty: 3317.246582
	Iteration 29Q: 3 clusters Score -7536148 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -7536182.500000 Penalty: 3317.246582
	Iteration 30Q: 3 clusters Score -7536182 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -7536198.000000 Penalty: 3317.246582
	Iteration 31Q: 3 clusters Score -7536198 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -7536251.500000 Penalty: 3317.246582
	Iteration 32Q: 3 clusters Score -7536252 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -7536288.500000 Penalty: 3317.246582
	Iteration 33Q: 3 clusters Score -7536288 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -7536345.500000 Penalty: 3317.246582
	Iteration 34Q: 3 clusters Score -7536346 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -7536351.500000 Penalty: 3317.246582
	Iteration 35Q: 3 clusters Score -7536352 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -7536336.000000 Penalty: 3317.246582
	Iteration 36Q: 3 clusters Score -7536336 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -7536353.500000 Penalty: 3317.246582
	Iteration 37Q: 3 clusters Score -7536354 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -7536394.000000 Penalty: 3317.246582
	Iteration 38Q: 3 clusters Score -7536394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -7536366.000000 Penalty: 3317.246582
	Iteration 39Q: 3 clusters Score -7536366 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -7536384.500000 Penalty: 3317.246582
	Iteration 40F: 3 clusters Score -7536384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -7536384.000000 Penalty: 3317.246582
	Iteration 41Q: 3 clusters Score -7536384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -7536386.000000 Penalty: 3317.246582
	Iteration 42Q: 3 clusters Score -7536386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -7536383.000000 Penalty: 3317.246582
	Iteration 43Q: 3 clusters Score -7536383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -7536386.500000 Penalty: 3317.246582
	Iteration 44Q: 3 clusters Score -7536386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -7536390.000000 Penalty: 3317.246582
	Iteration 45Q: 3 clusters Score -7536390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -7536386.000000 Penalty: 3317.246582
	Iteration 46Q: 3 clusters Score -7536386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -7536385.000000 Penalty: 3317.246582
	Iteration 47Q: 3 clusters Score -7536385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -7536393.000000 Penalty: 3317.246582
	Iteration 48Q: 3 clusters Score -7536393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -7536392.500000 Penalty: 3317.246582
	Iteration 49Q: 3 clusters Score -7536392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -7536388.000000 Penalty: 3317.246582
	Iteration 50Q: 3 clusters Score -7536388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -7536392.000000 Penalty: 3317.246582
	Iteration 51Q: 3 clusters Score -7536392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -7536393.500000 Penalty: 3317.246582
	Iteration 52Q: 3 clusters Score -7536394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -7536389.000000 Penalty: 3317.246582
	Iteration 53Q: 3 clusters Score -7536389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -7536386.500000 Penalty: 3317.246582
	Iteration 54Q: 3 clusters Score -7536386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -7536383.000000 Penalty: 3317.246582
	Iteration 55Q: 3 clusters Score -7536383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -7536389.000000 Penalty: 3317.246582
	Iteration 56Q: 3 clusters Score -7536389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -7536389.500000 Penalty: 3317.246582
	Iteration 57Q: 3 clusters Score -7536390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -7536386.000000 Penalty: 3317.246582
	Iteration 58Q: 3 clusters Score -7536386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -7536384.000000 Penalty: 3317.246582
	Iteration 59Q: 3 clusters Score -7536384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -7536387.000000 Penalty: 3317.246582
	Iteration 60F: 3 clusters Score -7536387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 30631 members 
Mstep: Class 3 contains 103236 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 54080 members 
Mstep: Class 6 contains 23615 members 
Mstep: Class 7 contains 39770 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 16688 members 
Mstep: Class 11 contains 76864 members 
Mstep: Class 12 contains 30337 members 
Mstep: Class 13 contains 44392 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 134417 members 
Mstep: Class 16 contains 13778 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 19 contains 24940 members 
Mstep: Class 20 contains 28039 members 
Mstep: Class 21 contains 1574 members 
Entering Unmasked Estep 
Score: -78610120.000000 Penalty: 42208.406250
Splitting cluster 13 changes total score from -78570784.000000 to -78610120.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 14 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -546674.062500 Penalty: 1278.423950
	Iteration 0F: 2 clusters Score -546674.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -542808.187500 Penalty: 2556.847900
	Iteration 0F: 3 clusters Score -542808.2 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -544031.187500 Penalty: 2556.847900
	Iteration 1F: 3 clusters Score -544031.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -544379.375000 Penalty: 2556.847900
	Iteration 2F: 3 clusters Score -544379.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -544727.125000 Penalty: 2556.847900
	Iteration 3F: 3 clusters Score -544727.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -545098.625000 Penalty: 2556.847900
	Iteration 4F: 3 clusters Score -545098.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -545373.125000 Penalty: 2556.847900
	Iteration 5F: 3 clusters Score -545373.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -545613.812500 Penalty: 2556.847900
	Iteration 6F: 3 clusters Score -545613.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -545766.250000 Penalty: 2556.847900
	Iteration 7Q: 3 clusters Score -545766.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -545886.875000 Penalty: 2556.847900
	Iteration 8Q: 3 clusters Score -545886.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -545980.187500 Penalty: 2556.847900
	Iteration 9Q: 3 clusters Score -545980.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -546052.125000 Penalty: 2556.847900
	Iteration 10Q: 3 clusters Score -546052.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -546104.375000 Penalty: 2556.847900
	Iteration 11Q: 3 clusters Score -546104.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -546143.687500 Penalty: 2556.847900
	Iteration 12Q: 3 clusters Score -546143.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -546175.500000 Penalty: 2556.847900
	Iteration 13Q: 3 clusters Score -546175.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -546213.875000 Penalty: 2556.847900
	Iteration 14Q: 3 clusters Score -546213.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -546249.687500 Penalty: 2556.847900
	Iteration 15Q: 3 clusters Score -546249.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -546287.500000 Penalty: 2556.847900
	Iteration 16Q: 3 clusters Score -546287.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -546327.562500 Penalty: 2556.847900
	Iteration 17Q: 3 clusters Score -546327.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -546364.500000 Penalty: 2556.847900
	Iteration 18Q: 3 clusters Score -546364.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -546393.500000 Penalty: 2556.847900
	Iteration 19Q: 3 clusters Score -546393.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -546413.000000 Penalty: 2556.847900
	Iteration 20F: 3 clusters Score -546413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -546434.500000 Penalty: 2556.847900
	Iteration 21Q: 3 clusters Score -546434.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -546458.250000 Penalty: 2556.847900
	Iteration 22Q: 3 clusters Score -546458.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -546478.687500 Penalty: 2556.847900
	Iteration 23Q: 3 clusters Score -546478.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -546498.062500 Penalty: 2556.847900
	Iteration 24Q: 3 clusters Score -546498.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -546515.687500 Penalty: 2556.847900
	Iteration 25Q: 3 clusters Score -546515.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -546537.625000 Penalty: 2556.847900
	Iteration 26Q: 3 clusters Score -546537.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -546551.250000 Penalty: 2556.847900
	Iteration 27Q: 3 clusters Score -546551.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -546560.687500 Penalty: 2556.847900
	Iteration 28Q: 3 clusters Score -546560.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -546571.312500 Penalty: 2556.847900
	Iteration 29Q: 3 clusters Score -546571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -546577.125000 Penalty: 2556.847900
	Iteration 30Q: 3 clusters Score -546577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -546580.437500 Penalty: 2556.847900
	Iteration 31Q: 3 clusters Score -546580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -546584.250000 Penalty: 2556.847900
	Iteration 32Q: 3 clusters Score -546584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -546587.812500 Penalty: 2556.847900
	Iteration 33Q: 3 clusters Score -546587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -546589.375000 Penalty: 2556.847900
	Iteration 34Q: 3 clusters Score -546589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -546591.750000 Penalty: 2556.847900
	Iteration 35Q: 3 clusters Score -546591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -546596.250000 Penalty: 2556.847900
	Iteration 36Q: 3 clusters Score -546596.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -546600.187500 Penalty: 2556.847900
	Iteration 37Q: 3 clusters Score -546600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -546602.125000 Penalty: 2556.847900
	Iteration 38Q: 3 clusters Score -546602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -546602.125000 Penalty: 2556.847900
	Iteration 39F: 3 clusters Score -546602.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (134417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134417 members 
Entering Unmasked Estep 
Score: -14754665.000000 Penalty: 1757.135010
	Iteration 0F: 2 clusters Score -1.475466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -14666540.000000 Penalty: 3514.270020
	Iteration 0F: 3 clusters Score -1.466654e+07 nChanged 63908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -14704072.000000 Penalty: 3514.270020
	Iteration 1F: 3 clusters Score -1.470407e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -14705756.000000 Penalty: 3514.270020
	Iteration 2Q: 3 clusters Score -1.470576e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 67884 members 
Entering Unmasked Estep 
Score: -14707673.000000 Penalty: 3514.270020
	Iteration 3Q: 3 clusters Score -1.470767e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66913 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -14710184.000000 Penalty: 3514.270020
	Iteration 4Q: 3 clusters Score -1.471018e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -14713506.000000 Penalty: 3514.270020
	Iteration 5F: 3 clusters Score -1.471351e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -14716947.000000 Penalty: 3514.270020
	Iteration 6F: 3 clusters Score -1.471695e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -14720199.000000 Penalty: 3514.270020
	Iteration 7F: 3 clusters Score -1.47202e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -14722937.000000 Penalty: 3514.270020
	Iteration 8Q: 3 clusters Score -1.472294e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -14725426.000000 Penalty: 3514.270020
	Iteration 9Q: 3 clusters Score -1.472543e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -14727643.000000 Penalty: 3514.270020
	Iteration 10Q: 3 clusters Score -1.472764e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -14730446.000000 Penalty: 3514.270020
	Iteration 11Q: 3 clusters Score -1.473045e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -14734396.000000 Penalty: 3514.270020
	Iteration 12Q: 3 clusters Score -1.47344e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -14740464.000000 Penalty: 3514.270020
	Iteration 13Q: 3 clusters Score -1.474046e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -14746180.000000 Penalty: 3514.270020
	Iteration 14Q: 3 clusters Score -1.474618e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 84403 members 
Entering Unmasked Estep 
Score: -14748301.000000 Penalty: 3514.270020
	Iteration 15Q: 3 clusters Score -1.47483e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -14748973.000000 Penalty: 3514.270020
	Iteration 16Q: 3 clusters Score -1.474897e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -14749360.000000 Penalty: 3514.270020
	Iteration 17Q: 3 clusters Score -1.474936e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -14749598.000000 Penalty: 3514.270020
	Iteration 18Q: 3 clusters Score -1.47496e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -14749728.000000 Penalty: 3514.270020
	Iteration 19Q: 3 clusters Score -1.474973e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 86917 members 
Entering Unmasked Estep 
Score: -14749865.000000 Penalty: 3514.270020
	Iteration 20F: 3 clusters Score -1.474986e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -14749899.000000 Penalty: 3514.270020
	Iteration 21Q: 3 clusters Score -1.47499e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -14749921.000000 Penalty: 3514.270020
	Iteration 22Q: 3 clusters Score -1.474992e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -14749953.000000 Penalty: 3514.270020
	Iteration 23Q: 3 clusters Score -1.474995e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -14750019.000000 Penalty: 3514.270020
	Iteration 24Q: 3 clusters Score -1.475002e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -14750029.000000 Penalty: 3514.270020
	Iteration 25Q: 3 clusters Score -1.475003e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -14750073.000000 Penalty: 3514.270020
	Iteration 26Q: 3 clusters Score -1.475007e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 88598 members 
Entering Unmasked Estep 
Score: -14750089.000000 Penalty: 3514.270020
	Iteration 27Q: 3 clusters Score -1.475009e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -14750096.000000 Penalty: 3514.270020
	Iteration 28Q: 3 clusters Score -1.47501e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -14750115.000000 Penalty: 3514.270020
	Iteration 29Q: 3 clusters Score -1.475012e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -14750126.000000 Penalty: 3514.270020
	Iteration 30Q: 3 clusters Score -1.475013e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -14750117.000000 Penalty: 3514.270020
	Iteration 31Q: 3 clusters Score -1.475012e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -14750120.000000 Penalty: 3514.270020
	Iteration 32Q: 3 clusters Score -1.475012e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 90084 members 
Entering Unmasked Estep 
Score: -14750118.000000 Penalty: 3514.270020
	Iteration 33Q: 3 clusters Score -1.475012e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -14750128.000000 Penalty: 3514.270020
	Iteration 34Q: 3 clusters Score -1.475013e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -14750186.000000 Penalty: 3514.270020
	Iteration 35Q: 3 clusters Score -1.475019e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -14750182.000000 Penalty: 3514.270020
	Iteration 36Q: 3 clusters Score -1.475018e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -14750194.000000 Penalty: 3514.270020
	Iteration 37Q: 3 clusters Score -1.475019e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 91807 members 
Entering Unmasked Estep 
Score: -14750173.000000 Penalty: 3514.270020
	Iteration 38Q: 3 clusters Score -1.475017e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 92191 members 
Entering Unmasked Estep 
Score: -14750190.000000 Penalty: 3514.270020
	Iteration 39Q: 3 clusters Score -1.475019e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 92623 members 
Entering Unmasked Estep 
Score: -14750204.000000 Penalty: 3514.270020
	Iteration 40F: 3 clusters Score -1.47502e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -14750244.000000 Penalty: 3514.270020
	Iteration 41Q: 3 clusters Score -1.475024e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -14750295.000000 Penalty: 3514.270020
	Iteration 42Q: 3 clusters Score -1.47503e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -14750304.000000 Penalty: 3514.270020
	Iteration 43Q: 3 clusters Score -1.47503e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -14750358.000000 Penalty: 3514.270020
	Iteration 44Q: 3 clusters Score -1.475036e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -14750404.000000 Penalty: 3514.270020
	Iteration 45Q: 3 clusters Score -1.47504e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -14750453.000000 Penalty: 3514.270020
	Iteration 46Q: 3 clusters Score -1.475045e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -14750577.000000 Penalty: 3514.270020
	Iteration 47Q: 3 clusters Score -1.475058e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 97874 members 
Entering Unmasked Estep 
Score: -14750631.000000 Penalty: 3514.270020
	Iteration 48Q: 3 clusters Score -1.475063e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -14750753.000000 Penalty: 3514.270020
	Iteration 49Q: 3 clusters Score -1.475075e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -14750896.000000 Penalty: 3514.270020
	Iteration 50Q: 3 clusters Score -1.47509e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 101134 members 
Entering Unmasked Estep 
Score: -14751090.000000 Penalty: 3514.270020
	Iteration 51Q: 3 clusters Score -1.475109e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 102405 members 
Entering Unmasked Estep 
Score: -14751220.000000 Penalty: 3514.270020
	Iteration 52Q: 3 clusters Score -1.475122e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
Score: -14751394.000000 Penalty: 3514.270020
	Iteration 53Q: 3 clusters Score -1.475139e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -14751636.000000 Penalty: 3514.270020
	Iteration 54Q: 3 clusters Score -1.475164e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 106237 members 
Entering Unmasked Estep 
Score: -14751880.000000 Penalty: 3514.270020
	Iteration 55Q: 3 clusters Score -1.475188e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -14752056.000000 Penalty: 3514.270020
	Iteration 56Q: 3 clusters Score -1.475206e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 108939 members 
Entering Unmasked Estep 
Score: -14752341.000000 Penalty: 3514.270020
	Iteration 57Q: 3 clusters Score -1.475234e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -14752585.000000 Penalty: 3514.270020
	Iteration 58Q: 3 clusters Score -1.475258e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 111724 members 
Entering Unmasked Estep 
Score: -14752867.000000 Penalty: 3514.270020
	Iteration 59Q: 3 clusters Score -1.475287e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 113117 members 
Entering Unmasked Estep 
Score: -14753076.000000 Penalty: 3514.270020
	Iteration 60F: 3 clusters Score -1.475308e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 114470 members 
Entering Unmasked Estep 
Score: -14753363.000000 Penalty: 3514.270020
	Iteration 61Q: 3 clusters Score -1.475336e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 115753 members 
Entering Unmasked Estep 
Score: -14753623.000000 Penalty: 3514.270020
	Iteration 62Q: 3 clusters Score -1.475362e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 116962 members 
Entering Unmasked Estep 
Score: -14753889.000000 Penalty: 3514.270020
	Iteration 63Q: 3 clusters Score -1.475389e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 118058 members 
Entering Unmasked Estep 
Score: -14754129.000000 Penalty: 3514.270020
	Iteration 64Q: 3 clusters Score -1.475413e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 119110 members 
Entering Unmasked Estep 
Score: -14754306.000000 Penalty: 3514.270020
	Iteration 65Q: 3 clusters Score -1.475431e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -14754485.000000 Penalty: 3514.270020
	Iteration 66Q: 3 clusters Score -1.475448e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 120876 members 
Entering Unmasked Estep 
Score: -14754653.000000 Penalty: 3514.270020
	Iteration 67Q: 3 clusters Score -1.475465e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 121651 members 
Entering Unmasked Estep 
Score: -14754862.000000 Penalty: 3514.270020
	Iteration 68Q: 3 clusters Score -1.475486e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -14755024.000000 Penalty: 3514.270020
	Iteration 69Q: 3 clusters Score -1.475502e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -14755088.000000 Penalty: 3514.270020
	Iteration 70Q: 3 clusters Score -1.475509e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 123547 members 
Entering Unmasked Estep 
Score: -14755199.000000 Penalty: 3514.270020
	Iteration 71Q: 3 clusters Score -1.47552e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 124044 members 
Entering Unmasked Estep 
Score: -14755318.000000 Penalty: 3514.270020
	Iteration 72Q: 3 clusters Score -1.475532e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 124485 members 
Entering Unmasked Estep 
Score: -14755376.000000 Penalty: 3514.270020
	Iteration 73Q: 3 clusters Score -1.475538e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 124826 members 
Entering Unmasked Estep 
Score: -14755395.000000 Penalty: 3514.270020
	Iteration 74Q: 3 clusters Score -1.47554e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 125150 members 
Entering Unmasked Estep 
Score: -14755432.000000 Penalty: 3514.270020
	Iteration 75Q: 3 clusters Score -1.475543e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 125438 members 
Entering Unmasked Estep 
Score: -14755470.000000 Penalty: 3514.270020
	Iteration 76Q: 3 clusters Score -1.475547e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -14755496.000000 Penalty: 3514.270020
	Iteration 77Q: 3 clusters Score -1.47555e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 125921 members 
Entering Unmasked Estep 
Score: -14755506.000000 Penalty: 3514.270020
	Iteration 78Q: 3 clusters Score -1.475551e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 126130 members 
Entering Unmasked Estep 
Score: -14755540.000000 Penalty: 3514.270020
	Iteration 79Q: 3 clusters Score -1.475554e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 126334 members 
Entering Unmasked Estep 
Score: -14755584.000000 Penalty: 3514.270020
	Iteration 80F: 3 clusters Score -1.475558e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -14755622.000000 Penalty: 3514.270020
	Iteration 81Q: 3 clusters Score -1.475562e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 126661 members 
Entering Unmasked Estep 
Score: -14755661.000000 Penalty: 3514.270020
	Iteration 82Q: 3 clusters Score -1.475566e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 126764 members 
Entering Unmasked Estep 
Score: -14755646.000000 Penalty: 3514.270020
	Iteration 83Q: 3 clusters Score -1.475565e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 126861 members 
Entering Unmasked Estep 
Score: -14755645.000000 Penalty: 3514.270020
	Iteration 84Q: 3 clusters Score -1.475564e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 126943 members 
Entering Unmasked Estep 
Score: -14755681.000000 Penalty: 3514.270020
	Iteration 85Q: 3 clusters Score -1.475568e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 127019 members 
Entering Unmasked Estep 
Score: -14755698.000000 Penalty: 3514.270020
	Iteration 86Q: 3 clusters Score -1.47557e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 127090 members 
Entering Unmasked Estep 
Score: -14755708.000000 Penalty: 3514.270020
	Iteration 87Q: 3 clusters Score -1.475571e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 127168 members 
Entering Unmasked Estep 
Score: -14755716.000000 Penalty: 3514.270020
	Iteration 88Q: 3 clusters Score -1.475572e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 127233 members 
Entering Unmasked Estep 
Score: -14755705.000000 Penalty: 3514.270020
	Iteration 89Q: 3 clusters Score -1.47557e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 127294 members 
Entering Unmasked Estep 
Score: -14755723.000000 Penalty: 3514.270020
	Iteration 90Q: 3 clusters Score -1.475572e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 127349 members 
Entering Unmasked Estep 
Score: -14755723.000000 Penalty: 3514.270020
	Iteration 91Q: 3 clusters Score -1.475572e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 127409 members 
Entering Unmasked Estep 
Score: -14755728.000000 Penalty: 3514.270020
	Iteration 92Q: 3 clusters Score -1.475573e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -14755712.000000 Penalty: 3514.270020
	Iteration 93Q: 3 clusters Score -1.475571e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -14755746.000000 Penalty: 3514.270020
	Iteration 94Q: 3 clusters Score -1.475575e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 127577 members 
Entering Unmasked Estep 
Score: -14755757.000000 Penalty: 3514.270020
	Iteration 95Q: 3 clusters Score -1.475576e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 127635 members 
Entering Unmasked Estep 
Score: -14755763.000000 Penalty: 3514.270020
	Iteration 96Q: 3 clusters Score -1.475576e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 127689 members 
Entering Unmasked Estep 
Score: -14755762.000000 Penalty: 3514.270020
	Iteration 97Q: 3 clusters Score -1.475576e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 127737 members 
Entering Unmasked Estep 
Score: -14755767.000000 Penalty: 3514.270020
	Iteration 98Q: 3 clusters Score -1.475577e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 127783 members 
Entering Unmasked Estep 
Score: -14755789.000000 Penalty: 3514.270020
	Iteration 99Q: 3 clusters Score -1.475579e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -14755786.000000 Penalty: 3514.270020
	Iteration 100F: 3 clusters Score -1.475579e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 127865 members 
Entering Unmasked Estep 
Score: -14755772.000000 Penalty: 3514.270020
	Iteration 101Q: 3 clusters Score -1.475577e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 127895 members 
Entering Unmasked Estep 
Score: -14755776.000000 Penalty: 3514.270020
	Iteration 102Q: 3 clusters Score -1.475578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 127921 members 
Entering Unmasked Estep 
Score: -14755796.000000 Penalty: 3514.270020
	Iteration 103Q: 3 clusters Score -1.47558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 127939 members 
Entering Unmasked Estep 
Score: -14755804.000000 Penalty: 3514.270020
	Iteration 104Q: 3 clusters Score -1.47558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 127955 members 
Entering Unmasked Estep 
Score: -14755800.000000 Penalty: 3514.270020
	Iteration 105Q: 3 clusters Score -1.47558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 127969 members 
Entering Unmasked Estep 
Score: -14755791.000000 Penalty: 3514.270020
	Iteration 106Q: 3 clusters Score -1.475579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 127979 members 
Entering Unmasked Estep 
Score: -14755790.000000 Penalty: 3514.270020
	Iteration 107Q: 3 clusters Score -1.475579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -14755797.000000 Penalty: 3514.270020
	Iteration 108Q: 3 clusters Score -1.47558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 127998 members 
Entering Unmasked Estep 
Score: -14755796.000000 Penalty: 3514.270020
	Iteration 109Q: 3 clusters Score -1.47558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 128003 members 
Entering Unmasked Estep 
Score: -14755786.000000 Penalty: 3514.270020
	Iteration 110Q: 3 clusters Score -1.475579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 128004 members 
Entering Unmasked Estep 
Score: -14755786.000000 Penalty: 3514.270020
	Iteration 111Q: 3 clusters Score -1.475579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 128009 members 
Entering Unmasked Estep 
Score: -14755769.000000 Penalty: 3514.270020
	Iteration 112Q: 3 clusters Score -1.475577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 128018 members 
Entering Unmasked Estep 
Score: -14755771.000000 Penalty: 3514.270020
	Iteration 113Q: 3 clusters Score -1.475577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 128020 members 
Entering Unmasked Estep 
Score: -14755778.000000 Penalty: 3514.270020
	Iteration 114Q: 3 clusters Score -1.475578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 128027 members 
Entering Unmasked Estep 
Score: -14755767.000000 Penalty: 3514.270020
	Iteration 115Q: 3 clusters Score -1.475577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 128034 members 
Entering Unmasked Estep 
Score: -14755787.000000 Penalty: 3514.270020
	Iteration 116Q: 3 clusters Score -1.475579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 128041 members 
Entering Unmasked Estep 
Score: -14755777.000000 Penalty: 3514.270020
	Iteration 117Q: 3 clusters Score -1.475578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 128045 members 
Entering Unmasked Estep 
Score: -14755790.000000 Penalty: 3514.270020
	Iteration 118Q: 3 clusters Score -1.475579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 128047 members 
Entering Unmasked Estep 
Score: -14755788.000000 Penalty: 3514.270020
	Iteration 119Q: 3 clusters Score -1.475579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 128050 members 
Entering Unmasked Estep 
Score: -14755788.000000 Penalty: 3514.270020
	Iteration 120F: 3 clusters Score -1.475579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 128054 members 
Entering Unmasked Estep 
Score: -14755781.000000 Penalty: 3514.270020
	Iteration 121Q: 3 clusters Score -1.475578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 128057 members 
Entering Unmasked Estep 
Score: -14755792.000000 Penalty: 3514.270020
	Iteration 122Q: 3 clusters Score -1.475579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 128060 members 
Entering Unmasked Estep 
Score: -14755779.000000 Penalty: 3514.270020
	Iteration 123Q: 3 clusters Score -1.475578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 128061 members 
Entering Unmasked Estep 
Score: -14755785.000000 Penalty: 3514.270020
	Iteration 124Q: 3 clusters Score -1.475578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 128062 members 
Entering Unmasked Estep 
Score: -14755778.000000 Penalty: 3514.270020
	Iteration 125Q: 3 clusters Score -1.475578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 128063 members 
Entering Unmasked Estep 
Score: -14755777.000000 Penalty: 3514.270020
	Iteration 126Q: 3 clusters Score -1.475578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 128064 members 
Entering Unmasked Estep 
Score: -14755779.000000 Penalty: 3514.270020
	Iteration 127Q: 3 clusters Score -1.475578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 128066 members 
Entering Unmasked Estep 
Score: -14755781.000000 Penalty: 3514.270020
	Iteration 128Q: 3 clusters Score -1.475578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 128069 members 
Entering Unmasked Estep 
Score: -14755788.000000 Penalty: 3514.270020
	Iteration 129Q: 3 clusters Score -1.475579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 128073 members 
Entering Unmasked Estep 
Score: -14755771.000000 Penalty: 3514.270020
	Iteration 130Q: 3 clusters Score -1.475577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 128075 members 
Entering Unmasked Estep 
Score: -14755770.000000 Penalty: 3514.270020
	Iteration 131Q: 3 clusters Score -1.475577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 128079 members 
Entering Unmasked Estep 
Score: -14755775.000000 Penalty: 3514.270020
	Iteration 132Q: 3 clusters Score -1.475578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 128082 members 
Entering Unmasked Estep 
Score: -14755781.000000 Penalty: 3514.270020
	Iteration 133Q: 3 clusters Score -1.475578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 128082 members 
Entering Unmasked Estep 
Score: -14755785.000000 Penalty: 3514.270020
	Iteration 134Q: 3 clusters Score -1.475578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 128082 members 
Entering Unmasked Estep 
Score: -14755785.000000 Penalty: 3514.270020
	Iteration 135F: 3 clusters Score -1.475578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 30631 members 
Mstep: Class 3 contains 103236 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 54080 members 
Mstep: Class 6 contains 23615 members 
Mstep: Class 7 contains 39770 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 16688 members 
Mstep: Class 11 contains 76864 members 
Mstep: Class 12 contains 30337 members 
Mstep: Class 13 contains 44392 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 6335 members 
Mstep: Class 16 contains 13778 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 19 contains 24940 members 
Mstep: Class 20 contains 28039 members 
Mstep: Class 21 contains 1574 members 
Mstep: Class 22 contains 128082 members 
Entering Unmasked Estep 
Score: -78611528.000000 Penalty: 44218.332031
Splitting cluster 15 changes total score from -78570784.000000 to -78611528.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (13778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Entering Unmasked Estep 
Score: -1463901.875000 Penalty: 1418.187256
	Iteration 0F: 2 clusters Score -1463902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1454693.625000 Penalty: 2836.374512
	Iteration 0F: 3 clusters Score -1454694 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1458136.125000 Penalty: 2836.374512
	Iteration 1F: 3 clusters Score -1458136 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1458811.750000 Penalty: 2836.374512
	Iteration 2F: 3 clusters Score -1458812 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1459731.500000 Penalty: 2836.374512
	Iteration 3F: 3 clusters Score -1459732 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1460838.500000 Penalty: 2836.374512
	Iteration 4F: 3 clusters Score -1460838 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1461774.500000 Penalty: 2836.374512
	Iteration 5F: 3 clusters Score -1461774 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1462367.375000 Penalty: 2836.374512
	Iteration 6F: 3 clusters Score -1462367 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1462770.375000 Penalty: 2836.374512
	Iteration 7Q: 3 clusters Score -1462770 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1463061.125000 Penalty: 2836.374512
	Iteration 8Q: 3 clusters Score -1463061 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1463258.500000 Penalty: 2836.374512
	Iteration 9Q: 3 clusters Score -1463258 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1463420.375000 Penalty: 2836.374512
	Iteration 10Q: 3 clusters Score -1463420 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1463593.500000 Penalty: 2836.374512
	Iteration 11Q: 3 clusters Score -1463594 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1463789.250000 Penalty: 2836.374512
	Iteration 12Q: 3 clusters Score -1463789 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1463951.125000 Penalty: 2836.374512
	Iteration 13Q: 3 clusters Score -1463951 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1464089.000000 Penalty: 2836.374512
	Iteration 14Q: 3 clusters Score -1464089 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1464227.125000 Penalty: 2836.374512
	Iteration 15Q: 3 clusters Score -1464227 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1464337.625000 Penalty: 2836.374512
	Iteration 16Q: 3 clusters Score -1464338 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1464404.125000 Penalty: 2836.374512
	Iteration 17Q: 3 clusters Score -1464404 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1464462.375000 Penalty: 2836.374512
	Iteration 18Q: 3 clusters Score -1464462 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1464511.875000 Penalty: 2836.374512
	Iteration 19Q: 3 clusters Score -1464512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1464564.375000 Penalty: 2836.374512
	Iteration 20F: 3 clusters Score -1464564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1464600.500000 Penalty: 2836.374512
	Iteration 21Q: 3 clusters Score -1464600 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1464622.250000 Penalty: 2836.374512
	Iteration 22Q: 3 clusters Score -1464622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1464649.625000 Penalty: 2836.374512
	Iteration 23Q: 3 clusters Score -1464650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1464666.375000 Penalty: 2836.374512
	Iteration 24Q: 3 clusters Score -1464666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1464685.000000 Penalty: 2836.374512
	Iteration 25Q: 3 clusters Score -1464685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1464696.375000 Penalty: 2836.374512
	Iteration 26Q: 3 clusters Score -1464696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1464714.875000 Penalty: 2836.374512
	Iteration 27Q: 3 clusters Score -1464715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1464729.375000 Penalty: 2836.374512
	Iteration 28Q: 3 clusters Score -1464729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1464745.500000 Penalty: 2836.374512
	Iteration 29Q: 3 clusters Score -1464746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1464761.000000 Penalty: 2836.374512
	Iteration 30Q: 3 clusters Score -1464761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1464776.875000 Penalty: 2836.374512
	Iteration 31Q: 3 clusters Score -1464777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1464781.250000 Penalty: 2836.374512
	Iteration 32Q: 3 clusters Score -1464781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1464793.375000 Penalty: 2836.374512
	Iteration 33Q: 3 clusters Score -1464793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1464799.625000 Penalty: 2836.374512
	Iteration 34Q: 3 clusters Score -1464800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1464806.875000 Penalty: 2836.374512
	Iteration 35Q: 3 clusters Score -1464807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1464807.250000 Penalty: 2836.374512
	Iteration 36Q: 3 clusters Score -1464807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1464815.125000 Penalty: 2836.374512
	Iteration 37Q: 3 clusters Score -1464815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1464820.875000 Penalty: 2836.374512
	Iteration 38Q: 3 clusters Score -1464821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1464830.250000 Penalty: 2836.374512
	Iteration 39Q: 3 clusters Score -1464830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1464838.750000 Penalty: 2836.374512
	Iteration 40F: 3 clusters Score -1464839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1464844.250000 Penalty: 2836.374512
	Iteration 41Q: 3 clusters Score -1464844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1464849.125000 Penalty: 2836.374512
	Iteration 42Q: 3 clusters Score -1464849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1464856.125000 Penalty: 2836.374512
	Iteration 43Q: 3 clusters Score -1464856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1464854.875000 Penalty: 2836.374512
	Iteration 44Q: 3 clusters Score -1464855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1464856.125000 Penalty: 2836.374512
	Iteration 45Q: 3 clusters Score -1464856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1464858.625000 Penalty: 2836.374512
	Iteration 46Q: 3 clusters Score -1464859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1464860.500000 Penalty: 2836.374512
	Iteration 47Q: 3 clusters Score -1464860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1464861.375000 Penalty: 2836.374512
	Iteration 48Q: 3 clusters Score -1464861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1464861.000000 Penalty: 2836.374512
	Iteration 49Q: 3 clusters Score -1464861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1464865.625000 Penalty: 2836.374512
	Iteration 50Q: 3 clusters Score -1464866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1464867.625000 Penalty: 2836.374512
	Iteration 51Q: 3 clusters Score -1464868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1464870.000000 Penalty: 2836.374512
	Iteration 52Q: 3 clusters Score -1464870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1464871.250000 Penalty: 2836.374512
	Iteration 53Q: 3 clusters Score -1464871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1464871.625000 Penalty: 2836.374512
	Iteration 54Q: 3 clusters Score -1464872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1464874.000000 Penalty: 2836.374512
	Iteration 55Q: 3 clusters Score -1464874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1464874.125000 Penalty: 2836.374512
	Iteration 56Q: 3 clusters Score -1464874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1464873.125000 Penalty: 2836.374512
	Iteration 57Q: 3 clusters Score -1464873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1464875.500000 Penalty: 2836.374512
	Iteration 58Q: 3 clusters Score -1464876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1464878.000000 Penalty: 2836.374512
	Iteration 59Q: 3 clusters Score -1464878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1464878.375000 Penalty: 2836.374512
	Iteration 60F: 3 clusters Score -1464878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1464876.625000 Penalty: 2836.374512
	Iteration 61Q: 3 clusters Score -1464877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1464879.000000 Penalty: 2836.374512
	Iteration 62Q: 3 clusters Score -1464879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1464880.625000 Penalty: 2836.374512
	Iteration 63Q: 3 clusters Score -1464881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1464880.625000 Penalty: 2836.374512
	Iteration 64F: 3 clusters Score -1464881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 30631 members 
Mstep: Class 3 contains 103236 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 54080 members 
Mstep: Class 6 contains 23615 members 
Mstep: Class 7 contains 39770 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 16688 members 
Mstep: Class 11 contains 76864 members 
Mstep: Class 12 contains 30337 members 
Mstep: Class 13 contains 44392 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 6335 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 19 contains 24940 members 
Mstep: Class 20 contains 28039 members 
Mstep: Class 21 contains 1574 members 
Mstep: Class 22 contains 128082 members 
Mstep: Class 23 contains 11739 members 
Entering Unmasked Estep 
Score: -78611920.000000 Penalty: 46228.253906
Splitting cluster 16 changes total score from -78570784.000000 to -78611920.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 18 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -479303.937500 Penalty: 1249.549316
	Iteration 0F: 2 clusters Score -479303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -475969.468750 Penalty: 2499.098633
	Iteration 0F: 3 clusters Score -475969.5 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -476944.156250 Penalty: 2499.098633
	Iteration 1F: 3 clusters Score -476944.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -477141.343750 Penalty: 2499.098633
	Iteration 2F: 3 clusters Score -477141.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -477232.812500 Penalty: 2499.098633
	Iteration 3Q: 3 clusters Score -477232.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -477301.687500 Penalty: 2499.098633
	Iteration 4Q: 3 clusters Score -477301.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -477352.375000 Penalty: 2499.098633
	Iteration 5Q: 3 clusters Score -477352.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -477395.281250 Penalty: 2499.098633
	Iteration 6Q: 3 clusters Score -477395.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -477436.093750 Penalty: 2499.098633
	Iteration 7Q: 3 clusters Score -477436.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -477475.000000 Penalty: 2499.098633
	Iteration 8Q: 3 clusters Score -477475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -477505.187500 Penalty: 2499.098633
	Iteration 9Q: 3 clusters Score -477505.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -477533.156250 Penalty: 2499.098633
	Iteration 10Q: 3 clusters Score -477533.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -477556.281250 Penalty: 2499.098633
	Iteration 11Q: 3 clusters Score -477556.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -477582.156250 Penalty: 2499.098633
	Iteration 12Q: 3 clusters Score -477582.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -477609.312500 Penalty: 2499.098633
	Iteration 13Q: 3 clusters Score -477609.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -477629.437500 Penalty: 2499.098633
	Iteration 14Q: 3 clusters Score -477629.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -477650.250000 Penalty: 2499.098633
	Iteration 15Q: 3 clusters Score -477650.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -477680.781250 Penalty: 2499.098633
	Iteration 16Q: 3 clusters Score -477680.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -477711.531250 Penalty: 2499.098633
	Iteration 17Q: 3 clusters Score -477711.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -477740.843750 Penalty: 2499.098633
	Iteration 18Q: 3 clusters Score -477740.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -477764.781250 Penalty: 2499.098633
	Iteration 19Q: 3 clusters Score -477764.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -477792.343750 Penalty: 2499.098633
	Iteration 20F: 3 clusters Score -477792.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -477822.343750 Penalty: 2499.098633
	Iteration 21Q: 3 clusters Score -477822.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -477853.843750 Penalty: 2499.098633
	Iteration 22Q: 3 clusters Score -477853.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -477878.750000 Penalty: 2499.098633
	Iteration 23Q: 3 clusters Score -477878.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -477907.906250 Penalty: 2499.098633
	Iteration 24Q: 3 clusters Score -477907.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -477935.656250 Penalty: 2499.098633
	Iteration 25Q: 3 clusters Score -477935.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -477966.312500 Penalty: 2499.098633
	Iteration 26Q: 3 clusters Score -477966.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -477991.593750 Penalty: 2499.098633
	Iteration 27Q: 3 clusters Score -477991.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -478016.031250 Penalty: 2499.098633
	Iteration 28Q: 3 clusters Score -478016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -478040.031250 Penalty: 2499.098633
	Iteration 29Q: 3 clusters Score -478040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -478060.500000 Penalty: 2499.098633
	Iteration 30Q: 3 clusters Score -478060.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -478078.531250 Penalty: 2499.098633
	Iteration 31Q: 3 clusters Score -478078.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -478095.062500 Penalty: 2499.098633
	Iteration 32Q: 3 clusters Score -478095.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -478115.812500 Penalty: 2499.098633
	Iteration 33Q: 3 clusters Score -478115.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -478137.875000 Penalty: 2499.098633
	Iteration 34Q: 3 clusters Score -478137.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -478156.125000 Penalty: 2499.098633
	Iteration 35Q: 3 clusters Score -478156.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -478173.562500 Penalty: 2499.098633
	Iteration 36Q: 3 clusters Score -478173.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -478188.062500 Penalty: 2499.098633
	Iteration 37Q: 3 clusters Score -478188.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -478200.812500 Penalty: 2499.098633
	Iteration 38Q: 3 clusters Score -478200.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -478209.468750 Penalty: 2499.098633
	Iteration 39Q: 3 clusters Score -478209.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -478224.062500 Penalty: 2499.098633
	Iteration 40F: 3 clusters Score -478224.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -478236.968750 Penalty: 2499.098633
	Iteration 41Q: 3 clusters Score -478237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -478243.781250 Penalty: 2499.098633
	Iteration 42Q: 3 clusters Score -478243.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -478251.750000 Penalty: 2499.098633
	Iteration 43Q: 3 clusters Score -478251.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -478256.000000 Penalty: 2499.098633
	Iteration 44Q: 3 clusters Score -478256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -478262.281250 Penalty: 2499.098633
	Iteration 45Q: 3 clusters Score -478262.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -478267.531250 Penalty: 2499.098633
	Iteration 46Q: 3 clusters Score -478267.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -478274.750000 Penalty: 2499.098633
	Iteration 47Q: 3 clusters Score -478274.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -478281.125000 Penalty: 2499.098633
	Iteration 48Q: 3 clusters Score -478281.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -478283.625000 Penalty: 2499.098633
	Iteration 49Q: 3 clusters Score -478283.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -478289.343750 Penalty: 2499.098633
	Iteration 50Q: 3 clusters Score -478289.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -478295.437500 Penalty: 2499.098633
	Iteration 51Q: 3 clusters Score -478295.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -478300.656250 Penalty: 2499.098633
	Iteration 52Q: 3 clusters Score -478300.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -478310.125000 Penalty: 2499.098633
	Iteration 53Q: 3 clusters Score -478310.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -478318.718750 Penalty: 2499.098633
	Iteration 54Q: 3 clusters Score -478318.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -478332.406250 Penalty: 2499.098633
	Iteration 55Q: 3 clusters Score -478332.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -478339.687500 Penalty: 2499.098633
	Iteration 56Q: 3 clusters Score -478339.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -478344.312500 Penalty: 2499.098633
	Iteration 57Q: 3 clusters Score -478344.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -478347.375000 Penalty: 2499.098633
	Iteration 58Q: 3 clusters Score -478347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -478351.250000 Penalty: 2499.098633
	Iteration 59Q: 3 clusters Score -478351.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -478356.906250 Penalty: 2499.098633
	Iteration 60F: 3 clusters Score -478356.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -478360.812500 Penalty: 2499.098633
	Iteration 61Q: 3 clusters Score -478360.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -478367.750000 Penalty: 2499.098633
	Iteration 62Q: 3 clusters Score -478367.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -478376.375000 Penalty: 2499.098633
	Iteration 63Q: 3 clusters Score -478376.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -478385.781250 Penalty: 2499.098633
	Iteration 64Q: 3 clusters Score -478385.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -478393.906250 Penalty: 2499.098633
	Iteration 65Q: 3 clusters Score -478393.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -478400.937500 Penalty: 2499.098633
	Iteration 66Q: 3 clusters Score -478400.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -478408.000000 Penalty: 2499.098633
	Iteration 67Q: 3 clusters Score -478408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -478410.562500 Penalty: 2499.098633
	Iteration 68Q: 3 clusters Score -478410.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -478414.687500 Penalty: 2499.098633
	Iteration 69Q: 3 clusters Score -478414.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -478419.937500 Penalty: 2499.098633
	Iteration 70Q: 3 clusters Score -478419.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -478424.687500 Penalty: 2499.098633
	Iteration 71Q: 3 clusters Score -478424.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -478431.562500 Penalty: 2499.098633
	Iteration 72Q: 3 clusters Score -478431.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -478437.687500 Penalty: 2499.098633
	Iteration 73Q: 3 clusters Score -478437.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -478442.343750 Penalty: 2499.098633
	Iteration 74Q: 3 clusters Score -478442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -478450.031250 Penalty: 2499.098633
	Iteration 75Q: 3 clusters Score -478450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -478455.718750 Penalty: 2499.098633
	Iteration 76Q: 3 clusters Score -478455.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -478463.125000 Penalty: 2499.098633
	Iteration 77Q: 3 clusters Score -478463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -478468.656250 Penalty: 2499.098633
	Iteration 78Q: 3 clusters Score -478468.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -478472.312500 Penalty: 2499.098633
	Iteration 79Q: 3 clusters Score -478472.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -478474.937500 Penalty: 2499.098633
	Iteration 80F: 3 clusters Score -478474.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -478478.312500 Penalty: 2499.098633
	Iteration 81Q: 3 clusters Score -478478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -478481.250000 Penalty: 2499.098633
	Iteration 82Q: 3 clusters Score -478481.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -478485.156250 Penalty: 2499.098633
	Iteration 83Q: 3 clusters Score -478485.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -478488.468750 Penalty: 2499.098633
	Iteration 84Q: 3 clusters Score -478488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -478490.750000 Penalty: 2499.098633
	Iteration 85Q: 3 clusters Score -478490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -478493.906250 Penalty: 2499.098633
	Iteration 86Q: 3 clusters Score -478493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -478494.343750 Penalty: 2499.098633
	Iteration 87Q: 3 clusters Score -478494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -478496.906250 Penalty: 2499.098633
	Iteration 88Q: 3 clusters Score -478496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -478500.656250 Penalty: 2499.098633
	Iteration 89Q: 3 clusters Score -478500.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -478506.093750 Penalty: 2499.098633
	Iteration 90Q: 3 clusters Score -478506.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -478514.250000 Penalty: 2499.098633
	Iteration 91Q: 3 clusters Score -478514.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -478522.343750 Penalty: 2499.098633
	Iteration 92Q: 3 clusters Score -478522.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -478527.781250 Penalty: 2499.098633
	Iteration 93Q: 3 clusters Score -478527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -478533.406250 Penalty: 2499.098633
	Iteration 94Q: 3 clusters Score -478533.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -478537.937500 Penalty: 2499.098633
	Iteration 95Q: 3 clusters Score -478537.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -478541.500000 Penalty: 2499.098633
	Iteration 96Q: 3 clusters Score -478541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -478543.187500 Penalty: 2499.098633
	Iteration 97Q: 3 clusters Score -478543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -478544.843750 Penalty: 2499.098633
	Iteration 98Q: 3 clusters Score -478544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -478544.843750 Penalty: 2499.098633
	Iteration 99F: 3 clusters Score -478544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Entering Unmasked Estep 
Score: -3137745.750000 Penalty: 1523.913208
	Iteration 0F: 2 clusters Score -3137746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3119367.750000 Penalty: 3047.826416
	Iteration 0F: 3 clusters Score -3119368 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3126292.000000 Penalty: 3047.826416
	Iteration 1F: 3 clusters Score -3126292 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3126842.500000 Penalty: 3047.826416
	Iteration 2F: 3 clusters Score -3126842 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3127374.500000 Penalty: 3047.826416
	Iteration 3F: 3 clusters Score -3127374 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3127994.500000 Penalty: 3047.826416
	Iteration 4F: 3 clusters Score -3127994 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3128776.250000 Penalty: 3047.826416
	Iteration 5F: 3 clusters Score -3128776 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3129743.000000 Penalty: 3047.826416
	Iteration 6F: 3 clusters Score -3129743 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3130706.750000 Penalty: 3047.826416
	Iteration 7F: 3 clusters Score -3130707 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3131588.500000 Penalty: 3047.826416
	Iteration 8F: 3 clusters Score -3131588 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3132411.250000 Penalty: 3047.826416
	Iteration 9Q: 3 clusters Score -3132411 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3133120.000000 Penalty: 3047.826416
	Iteration 10Q: 3 clusters Score -3133120 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -3133825.750000 Penalty: 3047.826416
	Iteration 11Q: 3 clusters Score -3133826 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3134477.750000 Penalty: 3047.826416
	Iteration 12Q: 3 clusters Score -3134478 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3135005.250000 Penalty: 3047.826416
	Iteration 13Q: 3 clusters Score -3135005 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3135407.750000 Penalty: 3047.826416
	Iteration 14Q: 3 clusters Score -3135408 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3135699.500000 Penalty: 3047.826416
	Iteration 15Q: 3 clusters Score -3135700 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3135897.000000 Penalty: 3047.826416
	Iteration 16Q: 3 clusters Score -3135897 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3136057.750000 Penalty: 3047.826416
	Iteration 17Q: 3 clusters Score -3136058 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3136145.750000 Penalty: 3047.826416
	Iteration 18Q: 3 clusters Score -3136146 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3136218.000000 Penalty: 3047.826416
	Iteration 19Q: 3 clusters Score -3136218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3136261.500000 Penalty: 3047.826416
	Iteration 20F: 3 clusters Score -3136262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3136303.500000 Penalty: 3047.826416
	Iteration 21Q: 3 clusters Score -3136304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3136333.500000 Penalty: 3047.826416
	Iteration 22Q: 3 clusters Score -3136334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3136359.000000 Penalty: 3047.826416
	Iteration 23Q: 3 clusters Score -3136359 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -3136387.500000 Penalty: 3047.826416
	Iteration 24Q: 3 clusters Score -3136388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3136412.000000 Penalty: 3047.826416
	Iteration 25Q: 3 clusters Score -3136412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3136423.500000 Penalty: 3047.826416
	Iteration 26Q: 3 clusters Score -3136424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3136430.250000 Penalty: 3047.826416
	Iteration 27Q: 3 clusters Score -3136430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -3136446.500000 Penalty: 3047.826416
	Iteration 28Q: 3 clusters Score -3136446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3136457.750000 Penalty: 3047.826416
	Iteration 29Q: 3 clusters Score -3136458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3136479.250000 Penalty: 3047.826416
	Iteration 30Q: 3 clusters Score -3136479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3136493.750000 Penalty: 3047.826416
	Iteration 31Q: 3 clusters Score -3136494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3136513.250000 Penalty: 3047.826416
	Iteration 32Q: 3 clusters Score -3136513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3136514.250000 Penalty: 3047.826416
	Iteration 33Q: 3 clusters Score -3136514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3136516.500000 Penalty: 3047.826416
	Iteration 34Q: 3 clusters Score -3136516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3136523.250000 Penalty: 3047.826416
	Iteration 35Q: 3 clusters Score -3136523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3136527.250000 Penalty: 3047.826416
	Iteration 36Q: 3 clusters Score -3136527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3136530.250000 Penalty: 3047.826416
	Iteration 37Q: 3 clusters Score -3136530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3136530.250000 Penalty: 3047.826416
	Iteration 38Q: 3 clusters Score -3136530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3136531.500000 Penalty: 3047.826416
	Iteration 39Q: 3 clusters Score -3136532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3136528.750000 Penalty: 3047.826416
	Iteration 40F: 3 clusters Score -3136529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3136528.250000 Penalty: 3047.826416
	Iteration 41Q: 3 clusters Score -3136528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3136530.250000 Penalty: 3047.826416
	Iteration 42Q: 3 clusters Score -3136530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3136529.000000 Penalty: 3047.826416
	Iteration 43Q: 3 clusters Score -3136529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3136528.750000 Penalty: 3047.826416
	Iteration 44Q: 3 clusters Score -3136529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3136527.250000 Penalty: 3047.826416
	Iteration 45Q: 3 clusters Score -3136527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3136528.000000 Penalty: 3047.826416
	Iteration 46Q: 3 clusters Score -3136528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3136528.000000 Penalty: 3047.826416
	Iteration 47Q: 3 clusters Score -3136528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3136530.250000 Penalty: 3047.826416
	Iteration 48Q: 3 clusters Score -3136530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3136531.250000 Penalty: 3047.826416
	Iteration 49Q: 3 clusters Score -3136531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3136533.000000 Penalty: 3047.826416
	Iteration 50Q: 3 clusters Score -3136533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3136532.750000 Penalty: 3047.826416
	Iteration 51Q: 3 clusters Score -3136533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3136534.000000 Penalty: 3047.826416
	Iteration 52Q: 3 clusters Score -3136534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3136535.250000 Penalty: 3047.826416
	Iteration 53Q: 3 clusters Score -3136535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -3136531.750000 Penalty: 3047.826416
	Iteration 54Q: 3 clusters Score -3136532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3136533.750000 Penalty: 3047.826416
	Iteration 55Q: 3 clusters Score -3136534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3136537.750000 Penalty: 3047.826416
	Iteration 56Q: 3 clusters Score -3136538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3136539.500000 Penalty: 3047.826416
	Iteration 57Q: 3 clusters Score -3136540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3136533.000000 Penalty: 3047.826416
	Iteration 58Q: 3 clusters Score -3136533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3136533.000000 Penalty: 3047.826416
	Iteration 59F: 3 clusters Score -3136533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -177692.390625 Penalty: 1095.372681
	Iteration 0F: 2 clusters Score -177692.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -176081.640625 Penalty: 2190.745361
	Iteration 0F: 3 clusters Score -176081.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -176448.218750 Penalty: 2190.745361
	Iteration 1F: 3 clusters Score -176448.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -176567.578125 Penalty: 2190.745361
	Iteration 2F: 3 clusters Score -176567.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -176649.546875 Penalty: 2190.745361
	Iteration 3Q: 3 clusters Score -176649.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -176683.984375 Penalty: 2190.745361
	Iteration 4Q: 3 clusters Score -176684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -176700.140625 Penalty: 2190.745361
	Iteration 5Q: 3 clusters Score -176700.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -176716.171875 Penalty: 2190.745361
	Iteration 6Q: 3 clusters Score -176716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -176723.703125 Penalty: 2190.745361
	Iteration 7Q: 3 clusters Score -176723.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -176729.234375 Penalty: 2190.745361
	Iteration 8Q: 3 clusters Score -176729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -176734.953125 Penalty: 2190.745361
	Iteration 9Q: 3 clusters Score -176735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -176741.390625 Penalty: 2190.745361
	Iteration 10Q: 3 clusters Score -176741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -176746.562500 Penalty: 2190.745361
	Iteration 11Q: 3 clusters Score -176746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -176750.578125 Penalty: 2190.745361
	Iteration 12Q: 3 clusters Score -176750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -176753.250000 Penalty: 2190.745361
	Iteration 13Q: 3 clusters Score -176753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -176756.828125 Penalty: 2190.745361
	Iteration 14Q: 3 clusters Score -176756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -176758.718750 Penalty: 2190.745361
	Iteration 15Q: 3 clusters Score -176758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -176761.046875 Penalty: 2190.745361
	Iteration 16Q: 3 clusters Score -176761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -176763.515625 Penalty: 2190.745361
	Iteration 17Q: 3 clusters Score -176763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -176765.859375 Penalty: 2190.745361
	Iteration 18Q: 3 clusters Score -176765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -176769.609375 Penalty: 2190.745361
	Iteration 19Q: 3 clusters Score -176769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -176772.875000 Penalty: 2190.745361
	Iteration 20F: 3 clusters Score -176772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176774.000000 Penalty: 2190.745361
	Iteration 21Q: 3 clusters Score -176774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -176774.000000 Penalty: 2190.745361
	Iteration 22F: 3 clusters Score -176774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 30631 members 
Mstep: Class 3 contains 103236 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 54080 members 
Mstep: Class 6 contains 23615 members 
Mstep: Class 7 contains 39770 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 11 contains 76864 members 
Mstep: Class 12 contains 30337 members 
Mstep: Class 13 contains 44392 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 6335 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 18 contains 4436 members 
Mstep: Class 20 contains 28039 members 
Mstep: Class 21 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78617384.000000 Penalty: 46228.253906
Iteration 39Q: 24 clusters Score -7.861738e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 81132 members 
Mstep: Class 2 contains 30705 members 
Mstep: Class 3 contains 102781 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 53248 members 
Mstep: Class 6 contains 23535 members 
Mstep: Class 7 contains 39861 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 15384 members 
Mstep: Class 10 contains 16688 members 
Mstep: Class 11 contains 76019 members 
Mstep: Class 12 contains 29599 members 
Mstep: Class 13 contains 45758 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 6365 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 4973 members 
Mstep: Class 19 contains 24708 members 
Mstep: Class 20 contains 28079 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 128653 members 
Mstep: Class 23 contains 11176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78623968.000000 Penalty: 46228.253906
Iteration 40F: 24 clusters Score -7.862397e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 30710 members 
Mstep: Class 3 contains 101974 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 52530 members 
Mstep: Class 6 contains 26165 members 
Mstep: Class 7 contains 39857 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 15350 members 
Mstep: Class 10 contains 17509 members 
Mstep: Class 11 contains 74556 members 
Mstep: Class 12 contains 28522 members 
Mstep: Class 13 contains 44217 members 
Mstep: Class 14 contains 5222 members 
Mstep: Class 15 contains 6371 members 
Mstep: Class 16 contains 2001 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 5750 members 
Mstep: Class 19 contains 24887 members 
Mstep: Class 20 contains 28056 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 128997 members 
Mstep: Class 23 contains 11300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78629368.000000 Penalty: 46228.253906
Iteration 41Q: 24 clusters Score -7.862937e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 30748 members 
Mstep: Class 3 contains 100998 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 51952 members 
Mstep: Class 6 contains 28034 members 
Mstep: Class 7 contains 39876 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 15332 members 
Mstep: Class 10 contains 17772 members 
Mstep: Class 11 contains 73203 members 
Mstep: Class 12 contains 27923 members 
Mstep: Class 13 contains 43385 members 
Mstep: Class 14 contains 5216 members 
Mstep: Class 15 contains 6380 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 6743 members 
Mstep: Class 19 contains 25049 members 
Mstep: Class 20 contains 28058 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 129209 members 
Mstep: Class 23 contains 11255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78632128.000000 Penalty: 46228.253906
Iteration 42Q: 24 clusters Score -7.863213e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 30777 members 
Mstep: Class 3 contains 99685 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 51378 members 
Mstep: Class 6 contains 29553 members 
Mstep: Class 7 contains 39902 members 
Mstep: Class 8 contains 898 members 
Mstep: Class 9 contains 15324 members 
Mstep: Class 10 contains 17894 members 
Mstep: Class 11 contains 71952 members 
Mstep: Class 12 contains 27483 members 
Mstep: Class 13 contains 42972 members 
Mstep: Class 14 contains 5213 members 
Mstep: Class 15 contains 6382 members 
Mstep: Class 16 contains 2084 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 8041 members 
Mstep: Class 19 contains 25206 members 
Mstep: Class 20 contains 28070 members 
Mstep: Class 21 contains 1116 members 
Mstep: Class 22 contains 129365 members 
Mstep: Class 23 contains 11094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2002.636841 but Gain 2009.921875
Score: -78634616.000000 Penalty: 44218.332031
Iteration 43Q: 23 clusters Score -7.863462e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 30800 members 
Mstep: Class 3 contains 98211 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 50764 members 
Mstep: Class 6 contains 30703 members 
Mstep: Class 7 contains 39927 members 
Mstep: Class 8 contains 882 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 70756 members 
Mstep: Class 12 contains 27248 members 
Mstep: Class 13 contains 42966 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 6389 members 
Mstep: Class 16 contains 2144 members 
Mstep: Class 17 contains 1807 members 
Mstep: Class 18 contains 9848 members 
Mstep: Class 19 contains 25333 members 
Mstep: Class 20 contains 28080 members 
Mstep: Class 22 contains 129952 members 
Mstep: Class 23 contains 10945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78638608.000000 Penalty: 44218.332031
Iteration 44Q: 23 clusters Score -7.863861e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 30829 members 
Mstep: Class 3 contains 95565 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 31684 members 
Mstep: Class 7 contains 39946 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 15320 members 
Mstep: Class 10 contains 18201 members 
Mstep: Class 11 contains 69599 members 
Mstep: Class 12 contains 27008 members 
Mstep: Class 13 contains 43218 members 
Mstep: Class 14 contains 5213 members 
Mstep: Class 15 contains 6391 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 19 contains 25437 members 
Mstep: Class 20 contains 28092 members 
Mstep: Class 22 contains 130029 members 
Mstep: Class 23 contains 10777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78642208.000000 Penalty: 44218.332031
Iteration 45Q: 23 clusters Score -7.864221e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 30860 members 
Mstep: Class 3 contains 91716 members 
Mstep: Class 4 contains 5124 members 
Mstep: Class 5 contains 49407 members 
Mstep: Class 6 contains 32477 members 
Mstep: Class 7 contains 39977 members 
Mstep: Class 8 contains 866 members 
Mstep: Class 9 contains 15323 members 
Mstep: Class 10 contains 18246 members 
Mstep: Class 11 contains 68484 members 
Mstep: Class 12 contains 26840 members 
Mstep: Class 13 contains 43699 members 
Mstep: Class 14 contains 5220 members 
Mstep: Class 15 contains 6395 members 
Mstep: Class 16 contains 2332 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 16149 members 
Mstep: Class 19 contains 25536 members 
Mstep: Class 20 contains 28094 members 
Mstep: Class 22 contains 130105 members 
Mstep: Class 23 contains 10618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78647704.000000 Penalty: 44218.332031
Iteration 46Q: 23 clusters Score -7.86477e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 30891 members 
Mstep: Class 3 contains 86788 members 
Mstep: Class 4 contains 5180 members 
Mstep: Class 5 contains 48649 members 
Mstep: Class 6 contains 33121 members 
Mstep: Class 7 contains 40001 members 
Mstep: Class 8 contains 858 members 
Mstep: Class 9 contains 15327 members 
Mstep: Class 10 contains 18279 members 
Mstep: Class 11 contains 67480 members 
Mstep: Class 12 contains 26744 members 
Mstep: Class 13 contains 44300 members 
Mstep: Class 14 contains 5243 members 
Mstep: Class 15 contains 6400 members 
Mstep: Class 16 contains 2433 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 20941 members 
Mstep: Class 19 contains 25608 members 
Mstep: Class 20 contains 28092 members 
Mstep: Class 22 contains 130179 members 
Mstep: Class 23 contains 10473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78653992.000000 Penalty: 44218.332031
Iteration 47Q: 23 clusters Score -7.865399e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 30922 members 
Mstep: Class 3 contains 81697 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 5 contains 47870 members 
Mstep: Class 6 contains 33676 members 
Mstep: Class 7 contains 40026 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 15330 members 
Mstep: Class 10 contains 18302 members 
Mstep: Class 11 contains 66620 members 
Mstep: Class 12 contains 26645 members 
Mstep: Class 13 contains 44945 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 6402 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 25897 members 
Mstep: Class 19 contains 25687 members 
Mstep: Class 20 contains 28092 members 
Mstep: Class 22 contains 130285 members 
Mstep: Class 23 contains 10343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78659960.000000 Penalty: 44218.332031
Iteration 48Q: 23 clusters Score -7.865996e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 86830 members 
Mstep: Class 2 contains 30952 members 
Mstep: Class 3 contains 78214 members 
Mstep: Class 4 contains 5216 members 
Mstep: Class 5 contains 47080 members 
Mstep: Class 6 contains 34157 members 
Mstep: Class 7 contains 40055 members 
Mstep: Class 8 contains 851 members 
Mstep: Class 9 contains 15334 members 
Mstep: Class 10 contains 18330 members 
Mstep: Class 11 contains 65876 members 
Mstep: Class 12 contains 26512 members 
Mstep: Class 13 contains 45624 members 
Mstep: Class 14 contains 5288 members 
Mstep: Class 15 contains 6406 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 1817 members 
Mstep: Class 18 contains 29280 members 
Mstep: Class 19 contains 25764 members 
Mstep: Class 20 contains 28098 members 
Mstep: Class 22 contains 130360 members 
Mstep: Class 23 contains 10278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78662608.000000 Penalty: 44218.332031
Iteration 49Q: 23 clusters Score -7.866261e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 30963 members 
Mstep: Class 3 contains 76159 members 
Mstep: Class 4 contains 5227 members 
Mstep: Class 5 contains 46269 members 
Mstep: Class 6 contains 34541 members 
Mstep: Class 7 contains 40075 members 
Mstep: Class 8 contains 842 members 
Mstep: Class 9 contains 15340 members 
Mstep: Class 10 contains 18363 members 
Mstep: Class 11 contains 65257 members 
Mstep: Class 12 contains 26372 members 
Mstep: Class 13 contains 46350 members 
Mstep: Class 14 contains 5309 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 31327 members 
Mstep: Class 19 contains 25830 members 
Mstep: Class 20 contains 28104 members 
Mstep: Class 22 contains 130418 members 
Mstep: Class 23 contains 10234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78664776.000000 Penalty: 44218.332031
Iteration 50Q: 23 clusters Score -7.866478e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 30969 members 
Mstep: Class 3 contains 74820 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 45442 members 
Mstep: Class 6 contains 34871 members 
Mstep: Class 7 contains 40096 members 
Mstep: Class 8 contains 840 members 
Mstep: Class 9 contains 15345 members 
Mstep: Class 10 contains 18391 members 
Mstep: Class 11 contains 64737 members 
Mstep: Class 12 contains 26221 members 
Mstep: Class 13 contains 47102 members 
Mstep: Class 14 contains 5319 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 32689 members 
Mstep: Class 19 contains 25905 members 
Mstep: Class 20 contains 28107 members 
Mstep: Class 22 contains 130466 members 
Mstep: Class 23 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78665880.000000 Penalty: 44218.332031
Iteration 51Q: 23 clusters Score -7.866588e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 30963 members 
Mstep: Class 3 contains 73900 members 
Mstep: Class 4 contains 5288 members 
Mstep: Class 5 contains 44593 members 
Mstep: Class 6 contains 35150 members 
Mstep: Class 7 contains 40114 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 15354 members 
Mstep: Class 10 contains 18415 members 
Mstep: Class 11 contains 64255 members 
Mstep: Class 12 contains 26132 members 
Mstep: Class 13 contains 47839 members 
Mstep: Class 14 contains 5323 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 33614 members 
Mstep: Class 19 contains 25996 members 
Mstep: Class 20 contains 28108 members 
Mstep: Class 22 contains 130495 members 
Mstep: Class 23 contains 10253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78666672.000000 Penalty: 44218.332031
Iteration 52Q: 23 clusters Score -7.866667e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87414 members 
Mstep: Class 2 contains 30959 members 
Mstep: Class 3 contains 73272 members 
Mstep: Class 4 contains 5327 members 
Mstep: Class 5 contains 43723 members 
Mstep: Class 6 contains 35395 members 
Mstep: Class 7 contains 40125 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 15360 members 
Mstep: Class 10 contains 18441 members 
Mstep: Class 11 contains 63847 members 
Mstep: Class 12 contains 26069 members 
Mstep: Class 13 contains 48575 members 
Mstep: Class 14 contains 5341 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 34249 members 
Mstep: Class 19 contains 26076 members 
Mstep: Class 20 contains 28111 members 
Mstep: Class 22 contains 130510 members 
Mstep: Class 23 contains 10283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78667840.000000 Penalty: 44218.332031
Iteration 53Q: 23 clusters Score -7.866784e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 30967 members 
Mstep: Class 3 contains 72867 members 
Mstep: Class 4 contains 5333 members 
Mstep: Class 5 contains 42888 members 
Mstep: Class 6 contains 35612 members 
Mstep: Class 7 contains 40131 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 15367 members 
Mstep: Class 10 contains 18467 members 
Mstep: Class 11 contains 63508 members 
Mstep: Class 12 contains 25973 members 
Mstep: Class 13 contains 49313 members 
Mstep: Class 14 contains 5357 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 34659 members 
Mstep: Class 19 contains 26157 members 
Mstep: Class 20 contains 28115 members 
Mstep: Class 22 contains 130525 members 
Mstep: Class 23 contains 10295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78668208.000000 Penalty: 44218.332031
Iteration 54Q: 23 clusters Score -7.866821e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 30967 members 
Mstep: Class 3 contains 72557 members 
Mstep: Class 4 contains 5338 members 
Mstep: Class 5 contains 42078 members 
Mstep: Class 6 contains 35779 members 
Mstep: Class 7 contains 40133 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 15370 members 
Mstep: Class 10 contains 18497 members 
Mstep: Class 11 contains 63234 members 
Mstep: Class 12 contains 25925 members 
Mstep: Class 13 contains 50029 members 
Mstep: Class 14 contains 5365 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 34958 members 
Mstep: Class 19 contains 26236 members 
Mstep: Class 20 contains 28116 members 
Mstep: Class 22 contains 130528 members 
Mstep: Class 23 contains 10285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78668752.000000 Penalty: 44218.332031
Iteration 55Q: 23 clusters Score -7.866875e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 30980 members 
Mstep: Class 3 contains 72321 members 
Mstep: Class 4 contains 5345 members 
Mstep: Class 5 contains 41185 members 
Mstep: Class 6 contains 35939 members 
Mstep: Class 7 contains 40136 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 15371 members 
Mstep: Class 10 contains 18520 members 
Mstep: Class 11 contains 63005 members 
Mstep: Class 12 contains 25879 members 
Mstep: Class 13 contains 50733 members 
Mstep: Class 14 contains 5378 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 2878 members 
Mstep: Class 17 contains 1816 members 
Mstep: Class 18 contains 35179 members 
Mstep: Class 19 contains 26326 members 
Mstep: Class 20 contains 28116 members 
Mstep: Class 22 contains 130541 members 
Mstep: Class 23 contains 10289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78669568.000000 Penalty: 44218.332031
Iteration 56Q: 23 clusters Score -7.866957e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 30982 members 
Mstep: Class 3 contains 72161 members 
Mstep: Class 4 contains 5352 members 
Mstep: Class 5 contains 40242 members 
Mstep: Class 6 contains 36089 members 
Mstep: Class 7 contains 40144 members 
Mstep: Class 8 contains 911 members 
Mstep: Class 9 contains 15374 members 
Mstep: Class 10 contains 18549 members 
Mstep: Class 11 contains 62790 members 
Mstep: Class 12 contains 25856 members 
Mstep: Class 13 contains 51465 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 1818 members 
Mstep: Class 18 contains 35328 members 
Mstep: Class 19 contains 26425 members 
Mstep: Class 20 contains 28115 members 
Mstep: Class 22 contains 130542 members 
Mstep: Class 23 contains 10298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78670448.000000 Penalty: 44218.332031
Iteration 57Q: 23 clusters Score -7.867045e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 30982 members 
Mstep: Class 3 contains 72027 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 39246 members 
Mstep: Class 6 contains 36221 members 
Mstep: Class 7 contains 40143 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 15374 members 
Mstep: Class 10 contains 18574 members 
Mstep: Class 11 contains 62623 members 
Mstep: Class 12 contains 25831 members 
Mstep: Class 13 contains 52232 members 
Mstep: Class 14 contains 5433 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 35458 members 
Mstep: Class 19 contains 26527 members 
Mstep: Class 20 contains 28116 members 
Mstep: Class 22 contains 130544 members 
Mstep: Class 23 contains 10311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78670704.000000 Penalty: 44218.332031
Iteration 58Q: 23 clusters Score -7.86707e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 30985 members 
Mstep: Class 3 contains 71932 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 5 contains 38219 members 
Mstep: Class 6 contains 36344 members 
Mstep: Class 7 contains 40148 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 9 contains 15373 members 
Mstep: Class 10 contains 18597 members 
Mstep: Class 11 contains 62497 members 
Mstep: Class 12 contains 25837 members 
Mstep: Class 13 contains 52992 members 
Mstep: Class 14 contains 5451 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 2977 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 35553 members 
Mstep: Class 19 contains 26635 members 
Mstep: Class 20 contains 28115 members 
Mstep: Class 22 contains 130552 members 
Mstep: Class 23 contains 10338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78671080.000000 Penalty: 44218.332031
Iteration 59Q: 23 clusters Score -7.867108e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 30990 members 
Mstep: Class 3 contains 71872 members 
Mstep: Class 4 contains 5379 members 
Mstep: Class 5 contains 37121 members 
Mstep: Class 6 contains 36456 members 
Mstep: Class 7 contains 40152 members 
Mstep: Class 8 contains 944 members 
Mstep: Class 9 contains 15374 members 
Mstep: Class 10 contains 18613 members 
Mstep: Class 11 contains 62398 members 
Mstep: Class 12 contains 25857 members 
Mstep: Class 13 contains 53767 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 6415 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 35612 members 
Mstep: Class 19 contains 26755 members 
Mstep: Class 20 contains 28113 members 
Mstep: Class 22 contains 130569 members 
Mstep: Class 23 contains 10363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78672952.000000 Penalty: 44218.332031
Iteration 60F: 23 clusters Score -7.867295e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 31004 members 
Mstep: Class 3 contains 71037 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 35783 members 
Mstep: Class 6 contains 36606 members 
Mstep: Class 7 contains 40161 members 
Mstep: Class 8 contains 998 members 
Mstep: Class 9 contains 15374 members 
Mstep: Class 10 contains 18620 members 
Mstep: Class 11 contains 62269 members 
Mstep: Class 12 contains 25828 members 
Mstep: Class 13 contains 54729 members 
Mstep: Class 14 contains 5494 members 
Mstep: Class 15 contains 6416 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 1828 members 
Mstep: Class 18 contains 36431 members 
Mstep: Class 19 contains 26915 members 
Mstep: Class 20 contains 28107 members 
Mstep: Class 22 contains 130576 members 
Mstep: Class 23 contains 10372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78674000.000000 Penalty: 44218.332031
Iteration 61Q: 23 clusters Score -7.8674e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87875 members 
Mstep: Class 2 contains 31017 members 
Mstep: Class 3 contains 70642 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 34287 members 
Mstep: Class 6 contains 36768 members 
Mstep: Class 7 contains 40166 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 9 contains 15373 members 
Mstep: Class 10 contains 18631 members 
Mstep: Class 11 contains 62174 members 
Mstep: Class 12 contains 25839 members 
Mstep: Class 13 contains 55709 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 6416 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 1830 members 
Mstep: Class 18 contains 36751 members 
Mstep: Class 19 contains 27119 members 
Mstep: Class 20 contains 28107 members 
Mstep: Class 22 contains 130601 members 
Mstep: Class 23 contains 10384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78675256.000000 Penalty: 44218.332031
Iteration 62Q: 23 clusters Score -7.867526e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 31028 members 
Mstep: Class 3 contains 70395 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 5 contains 32524 members 
Mstep: Class 6 contains 36957 members 
Mstep: Class 7 contains 40178 members 
Mstep: Class 8 contains 1148 members 
Mstep: Class 9 contains 15375 members 
Mstep: Class 10 contains 18641 members 
Mstep: Class 11 contains 62117 members 
Mstep: Class 12 contains 25837 members 
Mstep: Class 13 contains 56847 members 
Mstep: Class 14 contains 5566 members 
Mstep: Class 15 contains 6415 members 
Mstep: Class 16 contains 3190 members 
Mstep: Class 17 contains 1830 members 
Mstep: Class 18 contains 36919 members 
Mstep: Class 19 contains 27353 members 
Mstep: Class 20 contains 28101 members 
Mstep: Class 22 contains 130624 members 
Mstep: Class 23 contains 10380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78676640.000000 Penalty: 44218.332031
Iteration 63Q: 23 clusters Score -7.867664e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 31042 members 
Mstep: Class 3 contains 70244 members 
Mstep: Class 4 contains 5632 members 
Mstep: Class 5 contains 30331 members 
Mstep: Class 6 contains 37169 members 
Mstep: Class 7 contains 40179 members 
Mstep: Class 8 contains 1207 members 
Mstep: Class 9 contains 15375 members 
Mstep: Class 10 contains 18651 members 
Mstep: Class 11 contains 62091 members 
Mstep: Class 12 contains 25830 members 
Mstep: Class 13 contains 58310 members 
Mstep: Class 14 contains 5611 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 3250 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 37024 members 
Mstep: Class 19 contains 27637 members 
Mstep: Class 20 contains 28094 members 
Mstep: Class 22 contains 130648 members 
Mstep: Class 23 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78678856.000000 Penalty: 44218.332031
Iteration 64Q: 23 clusters Score -7.867886e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 31058 members 
Mstep: Class 3 contains 70156 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 27590 members 
Mstep: Class 6 contains 37424 members 
Mstep: Class 7 contains 40188 members 
Mstep: Class 8 contains 1280 members 
Mstep: Class 9 contains 15375 members 
Mstep: Class 10 contains 18655 members 
Mstep: Class 11 contains 62096 members 
Mstep: Class 12 contains 25840 members 
Mstep: Class 13 contains 60101 members 
Mstep: Class 14 contains 5671 members 
Mstep: Class 15 contains 6418 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 1830 members 
Mstep: Class 18 contains 37064 members 
Mstep: Class 19 contains 28006 members 
Mstep: Class 20 contains 28086 members 
Mstep: Class 22 contains 130653 members 
Mstep: Class 23 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78683776.000000 Penalty: 44218.332031
Iteration 65Q: 23 clusters Score -7.868378e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88109 members 
Mstep: Class 2 contains 31079 members 
Mstep: Class 3 contains 70109 members 
Mstep: Class 4 contains 5767 members 
Mstep: Class 5 contains 24243 members 
Mstep: Class 6 contains 37743 members 
Mstep: Class 7 contains 40190 members 
Mstep: Class 8 contains 1338 members 
Mstep: Class 9 contains 15362 members 
Mstep: Class 10 contains 18628 members 
Mstep: Class 11 contains 62118 members 
Mstep: Class 12 contains 25860 members 
Mstep: Class 13 contains 62220 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 6418 members 
Mstep: Class 16 contains 3427 members 
Mstep: Class 17 contains 1832 members 
Mstep: Class 18 contains 37066 members 
Mstep: Class 19 contains 28482 members 
Mstep: Class 20 contains 28069 members 
Mstep: Class 22 contains 130674 members 
Mstep: Class 23 contains 10414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78698520.000000 Penalty: 44218.332031
Iteration 66Q: 23 clusters Score -7.869852e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 31083 members 
Mstep: Class 3 contains 70063 members 
Mstep: Class 4 contains 5842 members 
Mstep: Class 5 contains 23441 members 
Mstep: Class 6 contains 38139 members 
Mstep: Class 7 contains 40184 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 15316 members 
Mstep: Class 10 contains 18502 members 
Mstep: Class 11 contains 62128 members 
Mstep: Class 12 contains 25681 members 
Mstep: Class 13 contains 61945 members 
Mstep: Class 14 contains 5910 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 1832 members 
Mstep: Class 18 contains 37062 members 
Mstep: Class 19 contains 29038 members 
Mstep: Class 20 contains 28017 members 
Mstep: Class 22 contains 130651 members 
Mstep: Class 23 contains 10434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78719880.000000 Penalty: 44218.332031
Iteration 67Q: 23 clusters Score -7.871988e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 31118 members 
Mstep: Class 3 contains 70075 members 
Mstep: Class 4 contains 5920 members 
Mstep: Class 5 contains 24082 members 
Mstep: Class 6 contains 38595 members 
Mstep: Class 7 contains 40197 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 18302 members 
Mstep: Class 11 contains 62129 members 
Mstep: Class 12 contains 25367 members 
Mstep: Class 13 contains 60149 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 3678 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 37050 members 
Mstep: Class 19 contains 29675 members 
Mstep: Class 20 contains 27936 members 
Mstep: Class 22 contains 130733 members 
Mstep: Class 23 contains 10446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78721640.000000 Penalty: 44218.332031
Iteration 68Q: 23 clusters Score -7.872164e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 31151 members 
Mstep: Class 3 contains 70091 members 
Mstep: Class 4 contains 6000 members 
Mstep: Class 5 contains 24346 members 
Mstep: Class 6 contains 39039 members 
Mstep: Class 7 contains 40206 members 
Mstep: Class 8 contains 1407 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18189 members 
Mstep: Class 11 contains 62113 members 
Mstep: Class 12 contains 25301 members 
Mstep: Class 13 contains 58356 members 
Mstep: Class 14 contains 6173 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 37039 members 
Mstep: Class 19 contains 30351 members 
Mstep: Class 20 contains 27908 members 
Mstep: Class 22 contains 130767 members 
Mstep: Class 23 contains 10456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78723096.000000 Penalty: 44218.332031
Iteration 69Q: 23 clusters Score -7.87231e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 31164 members 
Mstep: Class 3 contains 70084 members 
Mstep: Class 4 contains 6071 members 
Mstep: Class 5 contains 24460 members 
Mstep: Class 6 contains 39479 members 
Mstep: Class 7 contains 40227 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 15268 members 
Mstep: Class 10 contains 18133 members 
Mstep: Class 11 contains 62115 members 
Mstep: Class 12 contains 25278 members 
Mstep: Class 13 contains 56644 members 
Mstep: Class 14 contains 6290 members 
Mstep: Class 15 contains 6432 members 
Mstep: Class 16 contains 3941 members 
Mstep: Class 17 contains 1829 members 
Mstep: Class 18 contains 37025 members 
Mstep: Class 19 contains 31062 members 
Mstep: Class 20 contains 27906 members 
Mstep: Class 22 contains 130791 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78724176.000000 Penalty: 44218.332031
Iteration 70Q: 23 clusters Score -7.872418e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 31178 members 
Mstep: Class 3 contains 70088 members 
Mstep: Class 4 contains 6106 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 39878 members 
Mstep: Class 7 contains 40245 members 
Mstep: Class 8 contains 1447 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18106 members 
Mstep: Class 11 contains 62108 members 
Mstep: Class 12 contains 25283 members 
Mstep: Class 13 contains 55106 members 
Mstep: Class 14 contains 6387 members 
Mstep: Class 15 contains 6437 members 
Mstep: Class 16 contains 4069 members 
Mstep: Class 17 contains 1831 members 
Mstep: Class 18 contains 37001 members 
Mstep: Class 19 contains 31721 members 
Mstep: Class 20 contains 27903 members 
Mstep: Class 22 contains 130820 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78725016.000000 Penalty: 44218.332031
Iteration 71Q: 23 clusters Score -7.872502e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 31194 members 
Mstep: Class 3 contains 70091 members 
Mstep: Class 4 contains 6146 members 
Mstep: Class 5 contains 24532 members 
Mstep: Class 6 contains 40222 members 
Mstep: Class 7 contains 40251 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18096 members 
Mstep: Class 11 contains 62075 members 
Mstep: Class 12 contains 25294 members 
Mstep: Class 13 contains 53678 members 
Mstep: Class 14 contains 6506 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 36985 members 
Mstep: Class 19 contains 32332 members 
Mstep: Class 20 contains 27902 members 
Mstep: Class 22 contains 130823 members 
Mstep: Class 23 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78725800.000000 Penalty: 44218.332031
Iteration 72Q: 23 clusters Score -7.87258e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 31199 members 
Mstep: Class 3 contains 70095 members 
Mstep: Class 4 contains 6184 members 
Mstep: Class 5 contains 24545 members 
Mstep: Class 6 contains 40551 members 
Mstep: Class 7 contains 40258 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18090 members 
Mstep: Class 11 contains 62059 members 
Mstep: Class 12 contains 25318 members 
Mstep: Class 13 contains 52312 members 
Mstep: Class 14 contains 6605 members 
Mstep: Class 15 contains 6442 members 
Mstep: Class 16 contains 4349 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 36962 members 
Mstep: Class 19 contains 32915 members 
Mstep: Class 20 contains 27897 members 
Mstep: Class 22 contains 130839 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78726800.000000 Penalty: 44218.332031
Iteration 73Q: 23 clusters Score -7.87268e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 31205 members 
Mstep: Class 3 contains 70109 members 
Mstep: Class 4 contains 6193 members 
Mstep: Class 5 contains 24552 members 
Mstep: Class 6 contains 40835 members 
Mstep: Class 7 contains 40261 members 
Mstep: Class 8 contains 1473 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18089 members 
Mstep: Class 11 contains 62034 members 
Mstep: Class 12 contains 25327 members 
Mstep: Class 13 contains 51097 members 
Mstep: Class 14 contains 6680 members 
Mstep: Class 15 contains 6445 members 
Mstep: Class 16 contains 4526 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 36937 members 
Mstep: Class 19 contains 33404 members 
Mstep: Class 20 contains 27898 members 
Mstep: Class 22 contains 130846 members 
Mstep: Class 23 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78727552.000000 Penalty: 44218.332031
Iteration 74Q: 23 clusters Score -7.872755e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 31212 members 
Mstep: Class 3 contains 70105 members 
Mstep: Class 4 contains 6192 members 
Mstep: Class 5 contains 24560 members 
Mstep: Class 6 contains 41047 members 
Mstep: Class 7 contains 40267 members 
Mstep: Class 8 contains 1477 members 
Mstep: Class 9 contains 15265 members 
Mstep: Class 10 contains 18090 members 
Mstep: Class 11 contains 61980 members 
Mstep: Class 12 contains 25344 members 
Mstep: Class 13 contains 50043 members 
Mstep: Class 14 contains 6759 members 
Mstep: Class 15 contains 6447 members 
Mstep: Class 16 contains 4720 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 36915 members 
Mstep: Class 19 contains 33843 members 
Mstep: Class 20 contains 27900 members 
Mstep: Class 22 contains 130847 members 
Mstep: Class 23 contains 10463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78728200.000000 Penalty: 44218.332031
Iteration 75Q: 23 clusters Score -7.87282e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 31216 members 
Mstep: Class 3 contains 70101 members 
Mstep: Class 4 contains 6199 members 
Mstep: Class 5 contains 24566 members 
Mstep: Class 6 contains 41249 members 
Mstep: Class 7 contains 40273 members 
Mstep: Class 8 contains 1486 members 
Mstep: Class 9 contains 15264 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 61924 members 
Mstep: Class 12 contains 25348 members 
Mstep: Class 13 contains 49106 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 4985 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 36892 members 
Mstep: Class 19 contains 34188 members 
Mstep: Class 20 contains 27902 members 
Mstep: Class 22 contains 130847 members 
Mstep: Class 23 contains 10469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78728576.000000 Penalty: 44218.332031
Iteration 76Q: 23 clusters Score -7.872858e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 31221 members 
Mstep: Class 3 contains 70106 members 
Mstep: Class 4 contains 6202 members 
Mstep: Class 5 contains 24566 members 
Mstep: Class 6 contains 41391 members 
Mstep: Class 7 contains 40275 members 
Mstep: Class 8 contains 1490 members 
Mstep: Class 9 contains 15264 members 
Mstep: Class 10 contains 18094 members 
Mstep: Class 11 contains 61847 members 
Mstep: Class 12 contains 25337 members 
Mstep: Class 13 contains 48346 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 36868 members 
Mstep: Class 19 contains 34477 members 
Mstep: Class 20 contains 27899 members 
Mstep: Class 22 contains 130851 members 
Mstep: Class 23 contains 10493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78729072.000000 Penalty: 44218.332031
Iteration 77Q: 23 clusters Score -7.872907e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 89941 members 
Mstep: Class 2 contains 31224 members 
Mstep: Class 3 contains 70095 members 
Mstep: Class 4 contains 6191 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 41500 members 
Mstep: Class 7 contains 40277 members 
Mstep: Class 8 contains 1502 members 
Mstep: Class 9 contains 15265 members 
Mstep: Class 10 contains 18098 members 
Mstep: Class 11 contains 61799 members 
Mstep: Class 12 contains 25335 members 
Mstep: Class 13 contains 47696 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 36840 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 27897 members 
Mstep: Class 22 contains 130849 members 
Mstep: Class 23 contains 10512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78729384.000000 Penalty: 44218.332031
Iteration 78Q: 23 clusters Score -7.872938e+07 nChanged 1165
Entering ConstructFrom: 
Score: -78729384.000000 Penalty: 44218.332031
Entering ConstructFrom: 
Trying to split cluster 1 (90037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Entering Unmasked Estep 
Score: -9958611.000000 Penalty: 1697.506836
	Iteration 0F: 2 clusters Score -9958611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -9899643.000000 Penalty: 3395.013672
	Iteration 0F: 3 clusters Score -9899643 nChanged 42489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -9924047.000000 Penalty: 3395.013672
	Iteration 1F: 3 clusters Score -9924047 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -9925566.000000 Penalty: 3395.013672
	Iteration 2Q: 3 clusters Score -9925566 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -9927994.000000 Penalty: 3395.013672
	Iteration 3F: 3 clusters Score -9927994 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -9931402.000000 Penalty: 3395.013672
	Iteration 4F: 3 clusters Score -9931402 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -9936479.000000 Penalty: 3395.013672
	Iteration 5F: 3 clusters Score -9936479 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -9942476.000000 Penalty: 3395.013672
	Iteration 6F: 3 clusters Score -9942476 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -9947906.000000 Penalty: 3395.013672
	Iteration 7F: 3 clusters Score -9947906 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -9951794.000000 Penalty: 3395.013672
	Iteration 8F: 3 clusters Score -9951794 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -9954146.000000 Penalty: 3395.013672
	Iteration 9Q: 3 clusters Score -9954146 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9955575.000000 Penalty: 3395.013672
	Iteration 10Q: 3 clusters Score -9955575 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9956361.000000 Penalty: 3395.013672
	Iteration 11Q: 3 clusters Score -9956361 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9956716.000000 Penalty: 3395.013672
	Iteration 12Q: 3 clusters Score -9956716 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9956922.000000 Penalty: 3395.013672
	Iteration 13Q: 3 clusters Score -9956922 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9957052.000000 Penalty: 3395.013672
	Iteration 14Q: 3 clusters Score -9957052 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9957132.000000 Penalty: 3395.013672
	Iteration 15Q: 3 clusters Score -9957132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89247 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9957201.000000 Penalty: 3395.013672
	Iteration 16Q: 3 clusters Score -9957201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9957247.000000 Penalty: 3395.013672
	Iteration 17Q: 3 clusters Score -9957247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9957245.000000 Penalty: 3395.013672
	Iteration 18Q: 3 clusters Score -9957245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9957272.000000 Penalty: 3395.013672
	Iteration 19Q: 3 clusters Score -9957272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9957299.000000 Penalty: 3395.013672
	Iteration 20F: 3 clusters Score -9957299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9957295.000000 Penalty: 3395.013672
	Iteration 21Q: 3 clusters Score -9957295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9957294.000000 Penalty: 3395.013672
	Iteration 22Q: 3 clusters Score -9957294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9957294.000000 Penalty: 3395.013672
	Iteration 23Q: 3 clusters Score -9957294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9957308.000000 Penalty: 3395.013672
	Iteration 24Q: 3 clusters Score -9957308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9957319.000000 Penalty: 3395.013672
	Iteration 25Q: 3 clusters Score -9957319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9957324.000000 Penalty: 3395.013672
	Iteration 26Q: 3 clusters Score -9957324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9957319.000000 Penalty: 3395.013672
	Iteration 27Q: 3 clusters Score -9957319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9957323.000000 Penalty: 3395.013672
	Iteration 28Q: 3 clusters Score -9957323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9957334.000000 Penalty: 3395.013672
	Iteration 29Q: 3 clusters Score -9957334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9957348.000000 Penalty: 3395.013672
	Iteration 30Q: 3 clusters Score -9957348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9957344.000000 Penalty: 3395.013672
	Iteration 31Q: 3 clusters Score -9957344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9957337.000000 Penalty: 3395.013672
	Iteration 32Q: 3 clusters Score -9957337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9957345.000000 Penalty: 3395.013672
	Iteration 33Q: 3 clusters Score -9957345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9957344.000000 Penalty: 3395.013672
	Iteration 34Q: 3 clusters Score -9957344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9957344.000000 Penalty: 3395.013672
	Iteration 35F: 3 clusters Score -9957344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Entering Unmasked Estep 
Score: -3437670.000000 Penalty: 1539.932251
	Iteration 0F: 2 clusters Score -3437670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3417203.500000 Penalty: 3079.864502
	Iteration 0F: 3 clusters Score -3417204 nChanged 14120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3424861.750000 Penalty: 3079.864502
	Iteration 1F: 3 clusters Score -3424862 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3425296.250000 Penalty: 3079.864502
	Iteration 2Q: 3 clusters Score -3425296 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3425640.750000 Penalty: 3079.864502
	Iteration 3Q: 3 clusters Score -3425641 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3425998.500000 Penalty: 3079.864502
	Iteration 4Q: 3 clusters Score -3425998 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3426414.750000 Penalty: 3079.864502
	Iteration 5Q: 3 clusters Score -3426415 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3426937.750000 Penalty: 3079.864502
	Iteration 6Q: 3 clusters Score -3426938 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3427614.750000 Penalty: 3079.864502
	Iteration 7Q: 3 clusters Score -3427615 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3428587.000000 Penalty: 3079.864502
	Iteration 8F: 3 clusters Score -3428587 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3429967.000000 Penalty: 3079.864502
	Iteration 9F: 3 clusters Score -3429967 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3431589.500000 Penalty: 3079.864502
	Iteration 10F: 3 clusters Score -3431590 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3433194.500000 Penalty: 3079.864502
	Iteration 11F: 3 clusters Score -3433194 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3434514.750000 Penalty: 3079.864502
	Iteration 12Q: 3 clusters Score -3434515 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3435360.750000 Penalty: 3079.864502
	Iteration 13Q: 3 clusters Score -3435361 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3435842.250000 Penalty: 3079.864502
	Iteration 14Q: 3 clusters Score -3435842 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -3436084.000000 Penalty: 3079.864502
	Iteration 15Q: 3 clusters Score -3436084 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -3436227.250000 Penalty: 3079.864502
	Iteration 16Q: 3 clusters Score -3436227 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -3436298.500000 Penalty: 3079.864502
	Iteration 17Q: 3 clusters Score -3436298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -3436343.500000 Penalty: 3079.864502
	Iteration 18Q: 3 clusters Score -3436344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3436381.750000 Penalty: 3079.864502
	Iteration 19Q: 3 clusters Score -3436382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -3436407.000000 Penalty: 3079.864502
	Iteration 20F: 3 clusters Score -3436407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3436421.250000 Penalty: 3079.864502
	Iteration 21Q: 3 clusters Score -3436421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -3436439.500000 Penalty: 3079.864502
	Iteration 22Q: 3 clusters Score -3436440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3436453.250000 Penalty: 3079.864502
	Iteration 23Q: 3 clusters Score -3436453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3436467.250000 Penalty: 3079.864502
	Iteration 24Q: 3 clusters Score -3436467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -3436478.750000 Penalty: 3079.864502
	Iteration 25Q: 3 clusters Score -3436479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -3436493.000000 Penalty: 3079.864502
	Iteration 26Q: 3 clusters Score -3436493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -3436492.500000 Penalty: 3079.864502
	Iteration 27Q: 3 clusters Score -3436492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -3436495.000000 Penalty: 3079.864502
	Iteration 28Q: 3 clusters Score -3436495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -3436495.000000 Penalty: 3079.864502
	Iteration 29Q: 3 clusters Score -3436495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3436497.250000 Penalty: 3079.864502
	Iteration 30Q: 3 clusters Score -3436497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3436497.250000 Penalty: 3079.864502
	Iteration 31F: 3 clusters Score -3436497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (70085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Entering Unmasked Estep 
Score: -7666102.500000 Penalty: 1660.230713
	Iteration 0F: 2 clusters Score -7666102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -7620138.500000 Penalty: 3320.461426
	Iteration 0F: 3 clusters Score -7620138 nChanged 32897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -7638975.000000 Penalty: 3320.461426
	Iteration 1F: 3 clusters Score -7638975 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -7640435.000000 Penalty: 3320.461426
	Iteration 2Q: 3 clusters Score -7640435 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -7643084.000000 Penalty: 3320.461426
	Iteration 3F: 3 clusters Score -7643084 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7649459.500000 Penalty: 3320.461426
	Iteration 4F: 3 clusters Score -7649460 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -7667179.000000 Penalty: 3320.461426
	Iteration 5F: 3 clusters Score -7667179 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -7692955.500000 Penalty: 3320.461426
	Iteration 6F: 3 clusters Score -7692956 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -7698095.000000 Penalty: 3320.461426
	Iteration 7F: 3 clusters Score -7698095 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -7700118.500000 Penalty: 3320.461426
	Iteration 8Q: 3 clusters Score -7700118 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -7702114.000000 Penalty: 3320.461426
	Iteration 9Q: 3 clusters Score -7702114 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -7704333.500000 Penalty: 3320.461426
	Iteration 10Q: 3 clusters Score -7704334 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -7706218.500000 Penalty: 3320.461426
	Iteration 11Q: 3 clusters Score -7706218 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -7707170.500000 Penalty: 3320.461426
	Iteration 12Q: 3 clusters Score -7707170 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -7707358.500000 Penalty: 3320.461426
	Iteration 13Q: 3 clusters Score -7707358 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -7707379.000000 Penalty: 3320.461426
	Iteration 14Q: 3 clusters Score -7707379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -7707391.000000 Penalty: 3320.461426
	Iteration 15Q: 3 clusters Score -7707391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -7707377.500000 Penalty: 3320.461426
	Iteration 16Q: 3 clusters Score -7707378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -7707380.000000 Penalty: 3320.461426
	Iteration 17Q: 3 clusters Score -7707380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -7707380.000000 Penalty: 3320.461426
	Iteration 18F: 3 clusters Score -7707380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 41593 members 
Mstep: Class 7 contains 40276 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18101 members 
Mstep: Class 11 contains 61761 members 
Mstep: Class 12 contains 25350 members 
Mstep: Class 13 contains 47080 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 36806 members 
Mstep: Class 19 contains 34939 members 
Mstep: Class 20 contains 27896 members 
Mstep: Class 21 contains 51186 members 
Mstep: Class 22 contains 130849 members 
Mstep: Class 23 contains 10526 members 
Entering Unmasked Estep 
Score: -78770320.000000 Penalty: 46228.253906
Splitting cluster 3 changes total score from -78729384.000000 to -78770320.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -735840.812500 Penalty: 1299.030640
	Iteration 0F: 2 clusters Score -735840.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -731409.062500 Penalty: 2598.061279
	Iteration 0F: 3 clusters Score -731409.1 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -732644.500000 Penalty: 2598.061279
	Iteration 1F: 3 clusters Score -732644.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -732870.875000 Penalty: 2598.061279
	Iteration 2F: 3 clusters Score -732870.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -733034.437500 Penalty: 2598.061279
	Iteration 3F: 3 clusters Score -733034.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -733138.500000 Penalty: 2598.061279
	Iteration 4Q: 3 clusters Score -733138.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -733217.812500 Penalty: 2598.061279
	Iteration 5Q: 3 clusters Score -733217.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -733277.625000 Penalty: 2598.061279
	Iteration 6Q: 3 clusters Score -733277.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -733320.500000 Penalty: 2598.061279
	Iteration 7Q: 3 clusters Score -733320.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -733350.937500 Penalty: 2598.061279
	Iteration 8Q: 3 clusters Score -733350.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -733375.687500 Penalty: 2598.061279
	Iteration 9Q: 3 clusters Score -733375.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -733400.500000 Penalty: 2598.061279
	Iteration 10Q: 3 clusters Score -733400.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -733418.625000 Penalty: 2598.061279
	Iteration 11Q: 3 clusters Score -733418.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -733428.375000 Penalty: 2598.061279
	Iteration 12Q: 3 clusters Score -733428.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -733438.000000 Penalty: 2598.061279
	Iteration 13Q: 3 clusters Score -733438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -733445.375000 Penalty: 2598.061279
	Iteration 14Q: 3 clusters Score -733445.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -733456.187500 Penalty: 2598.061279
	Iteration 15Q: 3 clusters Score -733456.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -733465.750000 Penalty: 2598.061279
	Iteration 16Q: 3 clusters Score -733465.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -733477.312500 Penalty: 2598.061279
	Iteration 17Q: 3 clusters Score -733477.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -733488.312500 Penalty: 2598.061279
	Iteration 18Q: 3 clusters Score -733488.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -733495.625000 Penalty: 2598.061279
	Iteration 19Q: 3 clusters Score -733495.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -733500.937500 Penalty: 2598.061279
	Iteration 20F: 3 clusters Score -733500.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -733503.437500 Penalty: 2598.061279
	Iteration 21Q: 3 clusters Score -733503.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -733507.375000 Penalty: 2598.061279
	Iteration 22Q: 3 clusters Score -733507.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -733512.000000 Penalty: 2598.061279
	Iteration 23Q: 3 clusters Score -733512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -733515.375000 Penalty: 2598.061279
	Iteration 24Q: 3 clusters Score -733515.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -733522.375000 Penalty: 2598.061279
	Iteration 25Q: 3 clusters Score -733522.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -733526.250000 Penalty: 2598.061279
	Iteration 26Q: 3 clusters Score -733526.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -733528.687500 Penalty: 2598.061279
	Iteration 27Q: 3 clusters Score -733528.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -733537.312500 Penalty: 2598.061279
	Iteration 28Q: 3 clusters Score -733537.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -733543.000000 Penalty: 2598.061279
	Iteration 29Q: 3 clusters Score -733543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -733545.937500 Penalty: 2598.061279
	Iteration 30Q: 3 clusters Score -733545.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -733552.562500 Penalty: 2598.061279
	Iteration 31Q: 3 clusters Score -733552.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -733556.812500 Penalty: 2598.061279
	Iteration 32Q: 3 clusters Score -733556.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -733562.875000 Penalty: 2598.061279
	Iteration 33Q: 3 clusters Score -733562.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -733565.687500 Penalty: 2598.061279
	Iteration 34Q: 3 clusters Score -733565.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -733569.312500 Penalty: 2598.061279
	Iteration 35Q: 3 clusters Score -733569.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -733570.937500 Penalty: 2598.061279
	Iteration 36Q: 3 clusters Score -733570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -733575.937500 Penalty: 2598.061279
	Iteration 37Q: 3 clusters Score -733575.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -733579.437500 Penalty: 2598.061279
	Iteration 38Q: 3 clusters Score -733579.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -733585.125000 Penalty: 2598.061279
	Iteration 39Q: 3 clusters Score -733585.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -733591.687500 Penalty: 2598.061279
	Iteration 40F: 3 clusters Score -733591.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -733599.062500 Penalty: 2598.061279
	Iteration 41Q: 3 clusters Score -733599.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -733604.937500 Penalty: 2598.061279
	Iteration 42Q: 3 clusters Score -733604.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -733608.500000 Penalty: 2598.061279
	Iteration 43Q: 3 clusters Score -733608.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -733615.750000 Penalty: 2598.061279
	Iteration 44Q: 3 clusters Score -733615.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -733621.375000 Penalty: 2598.061279
	Iteration 45Q: 3 clusters Score -733621.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -733629.750000 Penalty: 2598.061279
	Iteration 46Q: 3 clusters Score -733629.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -733635.437500 Penalty: 2598.061279
	Iteration 47Q: 3 clusters Score -733635.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -733641.937500 Penalty: 2598.061279
	Iteration 48Q: 3 clusters Score -733641.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -733649.125000 Penalty: 2598.061279
	Iteration 49Q: 3 clusters Score -733649.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -733653.125000 Penalty: 2598.061279
	Iteration 50Q: 3 clusters Score -733653.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -733661.875000 Penalty: 2598.061279
	Iteration 51Q: 3 clusters Score -733661.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -733664.875000 Penalty: 2598.061279
	Iteration 52Q: 3 clusters Score -733664.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -733673.437500 Penalty: 2598.061279
	Iteration 53Q: 3 clusters Score -733673.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -733683.062500 Penalty: 2598.061279
	Iteration 54Q: 3 clusters Score -733683.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -733690.437500 Penalty: 2598.061279
	Iteration 55Q: 3 clusters Score -733690.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -733699.125000 Penalty: 2598.061279
	Iteration 56Q: 3 clusters Score -733699.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -733710.562500 Penalty: 2598.061279
	Iteration 57Q: 3 clusters Score -733710.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -733724.625000 Penalty: 2598.061279
	Iteration 58Q: 3 clusters Score -733724.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -733737.875000 Penalty: 2598.061279
	Iteration 59Q: 3 clusters Score -733737.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -733749.062500 Penalty: 2598.061279
	Iteration 60F: 3 clusters Score -733749.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -733763.437500 Penalty: 2598.061279
	Iteration 61Q: 3 clusters Score -733763.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -733779.187500 Penalty: 2598.061279
	Iteration 62Q: 3 clusters Score -733779.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -733798.812500 Penalty: 2598.061279
	Iteration 63Q: 3 clusters Score -733798.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -733825.375000 Penalty: 2598.061279
	Iteration 64Q: 3 clusters Score -733825.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -733858.125000 Penalty: 2598.061279
	Iteration 65Q: 3 clusters Score -733858.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -733894.187500 Penalty: 2598.061279
	Iteration 66Q: 3 clusters Score -733894.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -733925.937500 Penalty: 2598.061279
	Iteration 67Q: 3 clusters Score -733925.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -733971.937500 Penalty: 2598.061279
	Iteration 68Q: 3 clusters Score -733971.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -734016.375000 Penalty: 2598.061279
	Iteration 69Q: 3 clusters Score -734016.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -734062.937500 Penalty: 2598.061279
	Iteration 70Q: 3 clusters Score -734062.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -734121.562500 Penalty: 2598.061279
	Iteration 71Q: 3 clusters Score -734121.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -734190.250000 Penalty: 2598.061279
	Iteration 72Q: 3 clusters Score -734190.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -734263.500000 Penalty: 2598.061279
	Iteration 73Q: 3 clusters Score -734263.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -734338.750000 Penalty: 2598.061279
	Iteration 74Q: 3 clusters Score -734338.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -734401.500000 Penalty: 2598.061279
	Iteration 75Q: 3 clusters Score -734401.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -734456.875000 Penalty: 2598.061279
	Iteration 76Q: 3 clusters Score -734456.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -734505.875000 Penalty: 2598.061279
	Iteration 77Q: 3 clusters Score -734505.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -734547.437500 Penalty: 2598.061279
	Iteration 78Q: 3 clusters Score -734547.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -734590.000000 Penalty: 2598.061279
	Iteration 79Q: 3 clusters Score -734590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -734630.875000 Penalty: 2598.061279
	Iteration 80F: 3 clusters Score -734630.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -734666.375000 Penalty: 2598.061279
	Iteration 81Q: 3 clusters Score -734666.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -734695.562500 Penalty: 2598.061279
	Iteration 82Q: 3 clusters Score -734695.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -734719.500000 Penalty: 2598.061279
	Iteration 83Q: 3 clusters Score -734719.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -734736.187500 Penalty: 2598.061279
	Iteration 84Q: 3 clusters Score -734736.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -734746.875000 Penalty: 2598.061279
	Iteration 85Q: 3 clusters Score -734746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -734750.812500 Penalty: 2598.061279
	Iteration 86Q: 3 clusters Score -734750.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -734757.000000 Penalty: 2598.061279
	Iteration 87Q: 3 clusters Score -734757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -734763.125000 Penalty: 2598.061279
	Iteration 88Q: 3 clusters Score -734763.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -734771.312500 Penalty: 2598.061279
	Iteration 89Q: 3 clusters Score -734771.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -734778.500000 Penalty: 2598.061279
	Iteration 90Q: 3 clusters Score -734778.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -734788.562500 Penalty: 2598.061279
	Iteration 91Q: 3 clusters Score -734788.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -734803.875000 Penalty: 2598.061279
	Iteration 92Q: 3 clusters Score -734803.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -734814.500000 Penalty: 2598.061279
	Iteration 93Q: 3 clusters Score -734814.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -734822.625000 Penalty: 2598.061279
	Iteration 94Q: 3 clusters Score -734822.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -734828.625000 Penalty: 2598.061279
	Iteration 95Q: 3 clusters Score -734828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -734837.687500 Penalty: 2598.061279
	Iteration 96Q: 3 clusters Score -734837.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -734844.750000 Penalty: 2598.061279
	Iteration 97Q: 3 clusters Score -734844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -734848.875000 Penalty: 2598.061279
	Iteration 98Q: 3 clusters Score -734848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -734851.500000 Penalty: 2598.061279
	Iteration 99Q: 3 clusters Score -734851.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -734852.750000 Penalty: 2598.061279
	Iteration 100F: 3 clusters Score -734852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -734853.687500 Penalty: 2598.061279
	Iteration 101Q: 3 clusters Score -734853.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -734854.375000 Penalty: 2598.061279
	Iteration 102Q: 3 clusters Score -734854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -734857.125000 Penalty: 2598.061279
	Iteration 103Q: 3 clusters Score -734857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -734857.125000 Penalty: 2598.061279
	Iteration 104F: 3 clusters Score -734857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Entering Unmasked Estep 
Score: -2752607.000000 Penalty: 1504.242920
	Iteration 0F: 2 clusters Score -2752607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2736640.000000 Penalty: 3008.485840
	Iteration 0F: 3 clusters Score -2736640 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2742771.750000 Penalty: 3008.485840
	Iteration 1F: 3 clusters Score -2742772 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2743276.500000 Penalty: 3008.485840
	Iteration 2F: 3 clusters Score -2743276 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2743762.250000 Penalty: 3008.485840
	Iteration 3Q: 3 clusters Score -2743762 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2744296.500000 Penalty: 3008.485840
	Iteration 4Q: 3 clusters Score -2744296 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2744882.750000 Penalty: 3008.485840
	Iteration 5Q: 3 clusters Score -2744883 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2745635.500000 Penalty: 3008.485840
	Iteration 6F: 3 clusters Score -2745636 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2746591.500000 Penalty: 3008.485840
	Iteration 7F: 3 clusters Score -2746592 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2747632.250000 Penalty: 3008.485840
	Iteration 8F: 3 clusters Score -2747632 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2748723.000000 Penalty: 3008.485840
	Iteration 9F: 3 clusters Score -2748723 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2749637.250000 Penalty: 3008.485840
	Iteration 10Q: 3 clusters Score -2749637 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2750305.750000 Penalty: 3008.485840
	Iteration 11Q: 3 clusters Score -2750306 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2750755.000000 Penalty: 3008.485840
	Iteration 12Q: 3 clusters Score -2750755 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -2751021.250000 Penalty: 3008.485840
	Iteration 13Q: 3 clusters Score -2751021 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2751169.500000 Penalty: 3008.485840
	Iteration 14Q: 3 clusters Score -2751170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2751240.750000 Penalty: 3008.485840
	Iteration 15Q: 3 clusters Score -2751241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2751281.750000 Penalty: 3008.485840
	Iteration 16Q: 3 clusters Score -2751282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2751308.250000 Penalty: 3008.485840
	Iteration 17Q: 3 clusters Score -2751308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2751345.250000 Penalty: 3008.485840
	Iteration 18Q: 3 clusters Score -2751345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2751359.500000 Penalty: 3008.485840
	Iteration 19Q: 3 clusters Score -2751360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2751373.000000 Penalty: 3008.485840
	Iteration 20F: 3 clusters Score -2751373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2751383.750000 Penalty: 3008.485840
	Iteration 21Q: 3 clusters Score -2751384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -2751389.500000 Penalty: 3008.485840
	Iteration 22Q: 3 clusters Score -2751390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -2751392.500000 Penalty: 3008.485840
	Iteration 23Q: 3 clusters Score -2751392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2751396.500000 Penalty: 3008.485840
	Iteration 24Q: 3 clusters Score -2751396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -2751396.750000 Penalty: 3008.485840
	Iteration 25Q: 3 clusters Score -2751397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2751397.250000 Penalty: 3008.485840
	Iteration 26Q: 3 clusters Score -2751397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2751397.250000 Penalty: 3008.485840
	Iteration 27F: 3 clusters Score -2751397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Entering Unmasked Estep 
Score: -4618586.000000 Penalty: 1582.590210
	Iteration 0F: 2 clusters Score -4618586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -4591513.500000 Penalty: 3165.180420
	Iteration 0F: 3 clusters Score -4591514 nChanged 19033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4602398.500000 Penalty: 3165.180420
	Iteration 1F: 3 clusters Score -4602398 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4603588.000000 Penalty: 3165.180420
	Iteration 2F: 3 clusters Score -4603588 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -4605039.500000 Penalty: 3165.180420
	Iteration 3F: 3 clusters Score -4605040 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4606751.000000 Penalty: 3165.180420
	Iteration 4F: 3 clusters Score -4606751 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4608662.000000 Penalty: 3165.180420
	Iteration 5F: 3 clusters Score -4608662 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -4610721.500000 Penalty: 3165.180420
	Iteration 6F: 3 clusters Score -4610722 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4612624.000000 Penalty: 3165.180420
	Iteration 7F: 3 clusters Score -4612624 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4614110.500000 Penalty: 3165.180420
	Iteration 8F: 3 clusters Score -4614110 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -4615322.000000 Penalty: 3165.180420
	Iteration 9Q: 3 clusters Score -4615322 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -4616169.500000 Penalty: 3165.180420
	Iteration 10Q: 3 clusters Score -4616170 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4616708.500000 Penalty: 3165.180420
	Iteration 11Q: 3 clusters Score -4616708 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -4617092.000000 Penalty: 3165.180420
	Iteration 12Q: 3 clusters Score -4617092 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4617389.500000 Penalty: 3165.180420
	Iteration 13Q: 3 clusters Score -4617390 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -4617640.000000 Penalty: 3165.180420
	Iteration 14Q: 3 clusters Score -4617640 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -4617873.000000 Penalty: 3165.180420
	Iteration 15Q: 3 clusters Score -4617873 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -4618061.500000 Penalty: 3165.180420
	Iteration 16Q: 3 clusters Score -4618062 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -4618206.500000 Penalty: 3165.180420
	Iteration 17Q: 3 clusters Score -4618206 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -4618329.500000 Penalty: 3165.180420
	Iteration 18Q: 3 clusters Score -4618330 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4618428.500000 Penalty: 3165.180420
	Iteration 19Q: 3 clusters Score -4618428 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -4618463.000000 Penalty: 3165.180420
	Iteration 20F: 3 clusters Score -4618463 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -4618519.500000 Penalty: 3165.180420
	Iteration 21Q: 3 clusters Score -4618520 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -4618544.000000 Penalty: 3165.180420
	Iteration 22Q: 3 clusters Score -4618544 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -4618547.500000 Penalty: 3165.180420
	Iteration 23Q: 3 clusters Score -4618548 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -4618563.500000 Penalty: 3165.180420
	Iteration 24Q: 3 clusters Score -4618564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4618574.500000 Penalty: 3165.180420
	Iteration 25Q: 3 clusters Score -4618574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -4618567.500000 Penalty: 3165.180420
	Iteration 26Q: 3 clusters Score -4618568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4618567.500000 Penalty: 3165.180420
	Iteration 27Q: 3 clusters Score -4618568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -4618562.000000 Penalty: 3165.180420
	Iteration 28Q: 3 clusters Score -4618562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -4618565.000000 Penalty: 3165.180420
	Iteration 29Q: 3 clusters Score -4618565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4618572.000000 Penalty: 3165.180420
	Iteration 30Q: 3 clusters Score -4618572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -4618573.000000 Penalty: 3165.180420
	Iteration 31Q: 3 clusters Score -4618573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -4618585.000000 Penalty: 3165.180420
	Iteration 32Q: 3 clusters Score -4618585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4618578.500000 Penalty: 3165.180420
	Iteration 33Q: 3 clusters Score -4618578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4618586.500000 Penalty: 3165.180420
	Iteration 34Q: 3 clusters Score -4618586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4618588.500000 Penalty: 3165.180420
	Iteration 35Q: 3 clusters Score -4618588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4618594.000000 Penalty: 3165.180420
	Iteration 36Q: 3 clusters Score -4618594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -4618603.000000 Penalty: 3165.180420
	Iteration 37Q: 3 clusters Score -4618603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4618601.000000 Penalty: 3165.180420
	Iteration 38Q: 3 clusters Score -4618601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4618605.500000 Penalty: 3165.180420
	Iteration 39Q: 3 clusters Score -4618606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -4618605.000000 Penalty: 3165.180420
	Iteration 40F: 3 clusters Score -4618605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -4618603.000000 Penalty: 3165.180420
	Iteration 41Q: 3 clusters Score -4618603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4618601.000000 Penalty: 3165.180420
	Iteration 42Q: 3 clusters Score -4618601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -4618603.000000 Penalty: 3165.180420
	Iteration 43Q: 3 clusters Score -4618603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -4618601.000000 Penalty: 3165.180420
	Iteration 44Q: 3 clusters Score -4618601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -4618608.000000 Penalty: 3165.180420
	Iteration 45Q: 3 clusters Score -4618608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -4618605.500000 Penalty: 3165.180420
	Iteration 46Q: 3 clusters Score -4618606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4618605.500000 Penalty: 3165.180420
	Iteration 47Q: 3 clusters Score -4618606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4618605.000000 Penalty: 3165.180420
	Iteration 48Q: 3 clusters Score -4618605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -4618605.000000 Penalty: 3165.180420
	Iteration 49F: 3 clusters Score -4618605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 34863 members 
Mstep: Class 7 contains 40276 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18101 members 
Mstep: Class 11 contains 61761 members 
Mstep: Class 12 contains 25350 members 
Mstep: Class 13 contains 47080 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 36806 members 
Mstep: Class 19 contains 34939 members 
Mstep: Class 20 contains 27896 members 
Mstep: Class 21 contains 51186 members 
Mstep: Class 22 contains 130849 members 
Mstep: Class 23 contains 10526 members 
Mstep: Class 24 contains 6730 members 
Entering Unmasked Estep 
Score: -78769656.000000 Penalty: 48238.179688
Splitting cluster 6 changes total score from -78729384.000000 to -78769656.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (40276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Entering Unmasked Estep 
Score: -4440776.500000 Penalty: 1577.802490
	Iteration 0F: 2 clusters Score -4440776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4414435.000000 Penalty: 3155.604980
	Iteration 0F: 3 clusters Score -4414435 nChanged 18446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4424718.000000 Penalty: 3155.604980
	Iteration 1F: 3 clusters Score -4424718 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4425256.000000 Penalty: 3155.604980
	Iteration 2Q: 3 clusters Score -4425256 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4425762.500000 Penalty: 3155.604980
	Iteration 3Q: 3 clusters Score -4425762 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4426281.000000 Penalty: 3155.604980
	Iteration 4Q: 3 clusters Score -4426281 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4426911.500000 Penalty: 3155.604980
	Iteration 5Q: 3 clusters Score -4426912 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4427727.000000 Penalty: 3155.604980
	Iteration 6Q: 3 clusters Score -4427727 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -4428728.500000 Penalty: 3155.604980
	Iteration 7F: 3 clusters Score -4428728 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -4429946.000000 Penalty: 3155.604980
	Iteration 8F: 3 clusters Score -4429946 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -4431424.500000 Penalty: 3155.604980
	Iteration 9F: 3 clusters Score -4431424 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -4433152.000000 Penalty: 3155.604980
	Iteration 10F: 3 clusters Score -4433152 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4435021.000000 Penalty: 3155.604980
	Iteration 11F: 3 clusters Score -4435021 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4436676.500000 Penalty: 3155.604980
	Iteration 12Q: 3 clusters Score -4436676 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4437963.500000 Penalty: 3155.604980
	Iteration 13Q: 3 clusters Score -4437964 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4438765.000000 Penalty: 3155.604980
	Iteration 14Q: 3 clusters Score -4438765 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4439189.000000 Penalty: 3155.604980
	Iteration 15Q: 3 clusters Score -4439189 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4439378.000000 Penalty: 3155.604980
	Iteration 16Q: 3 clusters Score -4439378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4439458.500000 Penalty: 3155.604980
	Iteration 17Q: 3 clusters Score -4439458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4439510.000000 Penalty: 3155.604980
	Iteration 18Q: 3 clusters Score -4439510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4439553.000000 Penalty: 3155.604980
	Iteration 19Q: 3 clusters Score -4439553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4439569.000000 Penalty: 3155.604980
	Iteration 20F: 3 clusters Score -4439569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4439591.500000 Penalty: 3155.604980
	Iteration 21Q: 3 clusters Score -4439592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4439605.500000 Penalty: 3155.604980
	Iteration 22Q: 3 clusters Score -4439606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4439615.000000 Penalty: 3155.604980
	Iteration 23Q: 3 clusters Score -4439615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4439624.500000 Penalty: 3155.604980
	Iteration 24Q: 3 clusters Score -4439624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4439623.500000 Penalty: 3155.604980
	Iteration 25Q: 3 clusters Score -4439624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4439625.500000 Penalty: 3155.604980
	Iteration 26Q: 3 clusters Score -4439626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4439625.000000 Penalty: 3155.604980
	Iteration 27Q: 3 clusters Score -4439625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4439625.000000 Penalty: 3155.604980
	Iteration 28F: 3 clusters Score -4439625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -157651.140625 Penalty: 1090.178101
	Iteration 0F: 2 clusters Score -157651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -156159.218750 Penalty: 2180.356201
	Iteration 0F: 3 clusters Score -156159.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -156727.031250 Penalty: 2180.356201
	Iteration 1F: 3 clusters Score -156727 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -156972.125000 Penalty: 2180.356201
	Iteration 2F: 3 clusters Score -156972.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -157242.687500 Penalty: 2180.356201
	Iteration 3F: 3 clusters Score -157242.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -157532.984375 Penalty: 2180.356201
	Iteration 4F: 3 clusters Score -157533 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -157689.593750 Penalty: 2180.356201
	Iteration 5F: 3 clusters Score -157689.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -157786.000000 Penalty: 2180.356201
	Iteration 6Q: 3 clusters Score -157786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -157834.921875 Penalty: 2180.356201
	Iteration 7Q: 3 clusters Score -157834.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -157875.250000 Penalty: 2180.356201
	Iteration 8Q: 3 clusters Score -157875.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -157908.953125 Penalty: 2180.356201
	Iteration 9Q: 3 clusters Score -157909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -157941.343750 Penalty: 2180.356201
	Iteration 10Q: 3 clusters Score -157941.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -157975.781250 Penalty: 2180.356201
	Iteration 11Q: 3 clusters Score -157975.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -158002.968750 Penalty: 2180.356201
	Iteration 12Q: 3 clusters Score -158003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -158016.000000 Penalty: 2180.356201
	Iteration 13Q: 3 clusters Score -158016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -158020.312500 Penalty: 2180.356201
	Iteration 14Q: 3 clusters Score -158020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -158023.062500 Penalty: 2180.356201
	Iteration 15Q: 3 clusters Score -158023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -158024.781250 Penalty: 2180.356201
	Iteration 16Q: 3 clusters Score -158024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -158026.437500 Penalty: 2180.356201
	Iteration 17Q: 3 clusters Score -158026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -158027.000000 Penalty: 2180.356201
	Iteration 18Q: 3 clusters Score -158027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -158027.437500 Penalty: 2180.356201
	Iteration 19Q: 3 clusters Score -158027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -158027.437500 Penalty: 2180.356201
	Iteration 20F: 3 clusters Score -158027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 34863 members 
Mstep: Class 7 contains 40276 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18101 members 
Mstep: Class 11 contains 61761 members 
Mstep: Class 12 contains 25350 members 
Mstep: Class 13 contains 47080 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 36806 members 
Mstep: Class 19 contains 34939 members 
Mstep: Class 20 contains 27896 members 
Mstep: Class 21 contains 51186 members 
Mstep: Class 22 contains 130849 members 
Mstep: Class 23 contains 10526 members 
Mstep: Class 24 contains 6730 members 
Mstep: Class 25 contains 1023 members 
Entering Unmasked Estep 
Score: -78769096.000000 Penalty: 50248.105469
Splitting cluster 8 changes total score from -78729384.000000 to -78769096.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (15266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Entering Unmasked Estep 
Score: -1709806.250000 Penalty: 1433.447510
	Iteration 0F: 2 clusters Score -1709806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1699745.625000 Penalty: 2866.895020
	Iteration 0F: 3 clusters Score -1699746 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1703113.500000 Penalty: 2866.895020
	Iteration 1F: 3 clusters Score -1703114 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1703438.500000 Penalty: 2866.895020
	Iteration 2F: 3 clusters Score -1703438 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1703712.125000 Penalty: 2866.895020
	Iteration 3Q: 3 clusters Score -1703712 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1703980.750000 Penalty: 2866.895020
	Iteration 4Q: 3 clusters Score -1703981 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1704274.500000 Penalty: 2866.895020
	Iteration 5Q: 3 clusters Score -1704274 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1704581.750000 Penalty: 2866.895020
	Iteration 6Q: 3 clusters Score -1704582 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1704968.875000 Penalty: 2866.895020
	Iteration 7Q: 3 clusters Score -1704969 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1705424.750000 Penalty: 2866.895020
	Iteration 8F: 3 clusters Score -1705425 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1705874.750000 Penalty: 2866.895020
	Iteration 9F: 3 clusters Score -1705875 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1706290.750000 Penalty: 2866.895020
	Iteration 10Q: 3 clusters Score -1706291 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1706640.875000 Penalty: 2866.895020
	Iteration 11Q: 3 clusters Score -1706641 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1706979.750000 Penalty: 2866.895020
	Iteration 12Q: 3 clusters Score -1706980 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1707277.000000 Penalty: 2866.895020
	Iteration 13Q: 3 clusters Score -1707277 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1707547.000000 Penalty: 2866.895020
	Iteration 14Q: 3 clusters Score -1707547 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1707765.750000 Penalty: 2866.895020
	Iteration 15Q: 3 clusters Score -1707766 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1707931.750000 Penalty: 2866.895020
	Iteration 16Q: 3 clusters Score -1707932 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1708067.000000 Penalty: 2866.895020
	Iteration 17Q: 3 clusters Score -1708067 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1708197.000000 Penalty: 2866.895020
	Iteration 18Q: 3 clusters Score -1708197 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1708309.375000 Penalty: 2866.895020
	Iteration 19Q: 3 clusters Score -1708309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1708393.125000 Penalty: 2866.895020
	Iteration 20F: 3 clusters Score -1708393 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1708449.000000 Penalty: 2866.895020
	Iteration 21Q: 3 clusters Score -1708449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1708483.500000 Penalty: 2866.895020
	Iteration 22Q: 3 clusters Score -1708484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1708515.375000 Penalty: 2866.895020
	Iteration 23Q: 3 clusters Score -1708515 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1708549.875000 Penalty: 2866.895020
	Iteration 24Q: 3 clusters Score -1708550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1708570.000000 Penalty: 2866.895020
	Iteration 25Q: 3 clusters Score -1708570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1708581.500000 Penalty: 2866.895020
	Iteration 26Q: 3 clusters Score -1708582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1708590.625000 Penalty: 2866.895020
	Iteration 27Q: 3 clusters Score -1708591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1708598.375000 Penalty: 2866.895020
	Iteration 28Q: 3 clusters Score -1708598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1708611.125000 Penalty: 2866.895020
	Iteration 29Q: 3 clusters Score -1708611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1708618.625000 Penalty: 2866.895020
	Iteration 30Q: 3 clusters Score -1708619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1708622.625000 Penalty: 2866.895020
	Iteration 31Q: 3 clusters Score -1708623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1708622.000000 Penalty: 2866.895020
	Iteration 32Q: 3 clusters Score -1708622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1708622.125000 Penalty: 2866.895020
	Iteration 33Q: 3 clusters Score -1708622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1708623.375000 Penalty: 2866.895020
	Iteration 34Q: 3 clusters Score -1708623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1708625.625000 Penalty: 2866.895020
	Iteration 35Q: 3 clusters Score -1708626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1708627.375000 Penalty: 2866.895020
	Iteration 36Q: 3 clusters Score -1708627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1708627.125000 Penalty: 2866.895020
	Iteration 37Q: 3 clusters Score -1708627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1708628.625000 Penalty: 2866.895020
	Iteration 38Q: 3 clusters Score -1708629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1708629.250000 Penalty: 2866.895020
	Iteration 39Q: 3 clusters Score -1708629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1708630.250000 Penalty: 2866.895020
	Iteration 40F: 3 clusters Score -1708630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1708634.000000 Penalty: 2866.895020
	Iteration 41Q: 3 clusters Score -1708634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1708634.750000 Penalty: 2866.895020
	Iteration 42Q: 3 clusters Score -1708635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1708635.000000 Penalty: 2866.895020
	Iteration 43Q: 3 clusters Score -1708635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1708636.375000 Penalty: 2866.895020
	Iteration 44Q: 3 clusters Score -1708636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1708638.375000 Penalty: 2866.895020
	Iteration 45Q: 3 clusters Score -1708638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1708637.000000 Penalty: 2866.895020
	Iteration 46Q: 3 clusters Score -1708637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1708637.375000 Penalty: 2866.895020
	Iteration 47Q: 3 clusters Score -1708637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1708637.375000 Penalty: 2866.895020
	Iteration 48F: 3 clusters Score -1708637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Entering Unmasked Estep 
Score: -2018326.250000 Penalty: 1458.793945
	Iteration 0F: 2 clusters Score -2018326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2006446.125000 Penalty: 2917.587891
	Iteration 0F: 3 clusters Score -2006446 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2010735.000000 Penalty: 2917.587891
	Iteration 1F: 3 clusters Score -2010735 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2011109.750000 Penalty: 2917.587891
	Iteration 2F: 3 clusters Score -2011110 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2011429.625000 Penalty: 2917.587891
	Iteration 3Q: 3 clusters Score -2011430 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2011734.500000 Penalty: 2917.587891
	Iteration 4Q: 3 clusters Score -2011734 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2012051.500000 Penalty: 2917.587891
	Iteration 5Q: 3 clusters Score -2012052 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2012390.625000 Penalty: 2917.587891
	Iteration 6Q: 3 clusters Score -2012391 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2012740.875000 Penalty: 2917.587891
	Iteration 7Q: 3 clusters Score -2012741 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2013092.125000 Penalty: 2917.587891
	Iteration 8Q: 3 clusters Score -2013092 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2013422.750000 Penalty: 2917.587891
	Iteration 9Q: 3 clusters Score -2013423 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2013747.625000 Penalty: 2917.587891
	Iteration 10Q: 3 clusters Score -2013748 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2014091.250000 Penalty: 2917.587891
	Iteration 11Q: 3 clusters Score -2014091 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2014401.750000 Penalty: 2917.587891
	Iteration 12Q: 3 clusters Score -2014402 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2014677.750000 Penalty: 2917.587891
	Iteration 13Q: 3 clusters Score -2014678 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2014910.500000 Penalty: 2917.587891
	Iteration 14Q: 3 clusters Score -2014910 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2015099.875000 Penalty: 2917.587891
	Iteration 15Q: 3 clusters Score -2015100 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2015242.875000 Penalty: 2917.587891
	Iteration 16Q: 3 clusters Score -2015243 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2015417.875000 Penalty: 2917.587891
	Iteration 17Q: 3 clusters Score -2015418 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2015593.250000 Penalty: 2917.587891
	Iteration 18Q: 3 clusters Score -2015593 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2015778.875000 Penalty: 2917.587891
	Iteration 19Q: 3 clusters Score -2015779 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2015952.750000 Penalty: 2917.587891
	Iteration 20F: 3 clusters Score -2015953 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2016137.250000 Penalty: 2917.587891
	Iteration 21Q: 3 clusters Score -2016137 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2016303.750000 Penalty: 2917.587891
	Iteration 22Q: 3 clusters Score -2016304 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2016434.000000 Penalty: 2917.587891
	Iteration 23Q: 3 clusters Score -2016434 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2016559.375000 Penalty: 2917.587891
	Iteration 24Q: 3 clusters Score -2016559 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2016682.750000 Penalty: 2917.587891
	Iteration 25Q: 3 clusters Score -2016683 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2016775.500000 Penalty: 2917.587891
	Iteration 26Q: 3 clusters Score -2016776 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2016875.500000 Penalty: 2917.587891
	Iteration 27Q: 3 clusters Score -2016876 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2016972.125000 Penalty: 2917.587891
	Iteration 28Q: 3 clusters Score -2016972 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2017045.125000 Penalty: 2917.587891
	Iteration 29Q: 3 clusters Score -2017045 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2017106.875000 Penalty: 2917.587891
	Iteration 30Q: 3 clusters Score -2017107 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2017178.750000 Penalty: 2917.587891
	Iteration 31Q: 3 clusters Score -2017179 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2017242.375000 Penalty: 2917.587891
	Iteration 32Q: 3 clusters Score -2017242 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2017308.125000 Penalty: 2917.587891
	Iteration 33Q: 3 clusters Score -2017308 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2017361.250000 Penalty: 2917.587891
	Iteration 34Q: 3 clusters Score -2017361 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2017410.750000 Penalty: 2917.587891
	Iteration 35Q: 3 clusters Score -2017411 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2017457.500000 Penalty: 2917.587891
	Iteration 36Q: 3 clusters Score -2017458 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2017501.500000 Penalty: 2917.587891
	Iteration 37Q: 3 clusters Score -2017502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2017543.875000 Penalty: 2917.587891
	Iteration 38Q: 3 clusters Score -2017544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2017582.625000 Penalty: 2917.587891
	Iteration 39Q: 3 clusters Score -2017583 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2017612.625000 Penalty: 2917.587891
	Iteration 40F: 3 clusters Score -2017613 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2017638.125000 Penalty: 2917.587891
	Iteration 41Q: 3 clusters Score -2017638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2017661.750000 Penalty: 2917.587891
	Iteration 42Q: 3 clusters Score -2017662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2017684.000000 Penalty: 2917.587891
	Iteration 43Q: 3 clusters Score -2017684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2017705.000000 Penalty: 2917.587891
	Iteration 44Q: 3 clusters Score -2017705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2017720.000000 Penalty: 2917.587891
	Iteration 45Q: 3 clusters Score -2017720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2017730.875000 Penalty: 2917.587891
	Iteration 46Q: 3 clusters Score -2017731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2017738.375000 Penalty: 2917.587891
	Iteration 47Q: 3 clusters Score -2017738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2017751.375000 Penalty: 2917.587891
	Iteration 48Q: 3 clusters Score -2017751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2017754.500000 Penalty: 2917.587891
	Iteration 49Q: 3 clusters Score -2017754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2017759.625000 Penalty: 2917.587891
	Iteration 50Q: 3 clusters Score -2017760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2017762.500000 Penalty: 2917.587891
	Iteration 51Q: 3 clusters Score -2017762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2017763.500000 Penalty: 2917.587891
	Iteration 52Q: 3 clusters Score -2017764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2017765.875000 Penalty: 2917.587891
	Iteration 53Q: 3 clusters Score -2017766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2017768.875000 Penalty: 2917.587891
	Iteration 54Q: 3 clusters Score -2017769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2017772.500000 Penalty: 2917.587891
	Iteration 55Q: 3 clusters Score -2017772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2017782.000000 Penalty: 2917.587891
	Iteration 56Q: 3 clusters Score -2017782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2017781.750000 Penalty: 2917.587891
	Iteration 57Q: 3 clusters Score -2017782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2017788.125000 Penalty: 2917.587891
	Iteration 58Q: 3 clusters Score -2017788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2017786.375000 Penalty: 2917.587891
	Iteration 59Q: 3 clusters Score -2017786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2017789.625000 Penalty: 2917.587891
	Iteration 60F: 3 clusters Score -2017790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2017794.750000 Penalty: 2917.587891
	Iteration 61Q: 3 clusters Score -2017795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2017795.125000 Penalty: 2917.587891
	Iteration 62Q: 3 clusters Score -2017795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2017800.125000 Penalty: 2917.587891
	Iteration 63Q: 3 clusters Score -2017800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2017801.375000 Penalty: 2917.587891
	Iteration 64Q: 3 clusters Score -2017801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2017803.125000 Penalty: 2917.587891
	Iteration 65Q: 3 clusters Score -2017803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2017805.000000 Penalty: 2917.587891
	Iteration 66Q: 3 clusters Score -2017805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2017807.750000 Penalty: 2917.587891
	Iteration 67Q: 3 clusters Score -2017808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2017808.500000 Penalty: 2917.587891
	Iteration 68Q: 3 clusters Score -2017808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2017813.875000 Penalty: 2917.587891
	Iteration 69Q: 3 clusters Score -2017814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2017814.375000 Penalty: 2917.587891
	Iteration 70Q: 3 clusters Score -2017814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2017813.375000 Penalty: 2917.587891
	Iteration 71Q: 3 clusters Score -2017813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2017812.500000 Penalty: 2917.587891
	Iteration 72Q: 3 clusters Score -2017812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2017814.125000 Penalty: 2917.587891
	Iteration 73Q: 3 clusters Score -2017814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2017813.875000 Penalty: 2917.587891
	Iteration 74Q: 3 clusters Score -2017814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2017813.375000 Penalty: 2917.587891
	Iteration 75Q: 3 clusters Score -2017813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2017810.375000 Penalty: 2917.587891
	Iteration 76Q: 3 clusters Score -2017810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2017814.125000 Penalty: 2917.587891
	Iteration 77Q: 3 clusters Score -2017814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2017814.750000 Penalty: 2917.587891
	Iteration 78Q: 3 clusters Score -2017815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2017816.250000 Penalty: 2917.587891
	Iteration 79Q: 3 clusters Score -2017816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2017813.125000 Penalty: 2917.587891
	Iteration 80F: 3 clusters Score -2017813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2017819.000000 Penalty: 2917.587891
	Iteration 81Q: 3 clusters Score -2017819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2017820.750000 Penalty: 2917.587891
	Iteration 82Q: 3 clusters Score -2017821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2017822.250000 Penalty: 2917.587891
	Iteration 83Q: 3 clusters Score -2017822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2017820.125000 Penalty: 2917.587891
	Iteration 84Q: 3 clusters Score -2017820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2017823.375000 Penalty: 2917.587891
	Iteration 85Q: 3 clusters Score -2017823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2017819.125000 Penalty: 2917.587891
	Iteration 86Q: 3 clusters Score -2017819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2017821.750000 Penalty: 2917.587891
	Iteration 87Q: 3 clusters Score -2017822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2017822.125000 Penalty: 2917.587891
	Iteration 88Q: 3 clusters Score -2017822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2017823.375000 Penalty: 2917.587891
	Iteration 89Q: 3 clusters Score -2017823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2017826.500000 Penalty: 2917.587891
	Iteration 90Q: 3 clusters Score -2017826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2017828.625000 Penalty: 2917.587891
	Iteration 91Q: 3 clusters Score -2017829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2017830.750000 Penalty: 2917.587891
	Iteration 92Q: 3 clusters Score -2017831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2017829.000000 Penalty: 2917.587891
	Iteration 93Q: 3 clusters Score -2017829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2017827.125000 Penalty: 2917.587891
	Iteration 94Q: 3 clusters Score -2017827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2017827.125000 Penalty: 2917.587891
	Iteration 95F: 3 clusters Score -2017827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Entering Unmasked Estep 
Score: -6679763.500000 Penalty: 1641.416992
	Iteration 0F: 2 clusters Score -6679764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -6639361.500000 Penalty: 3282.833984
	Iteration 0F: 3 clusters Score -6639362 nChanged 28711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -6655772.000000 Penalty: 3282.833984
	Iteration 1F: 3 clusters Score -6655772 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -6657078.500000 Penalty: 3282.833984
	Iteration 2Q: 3 clusters Score -6657078 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -6658552.000000 Penalty: 3282.833984
	Iteration 3F: 3 clusters Score -6658552 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -6660432.000000 Penalty: 3282.833984
	Iteration 4F: 3 clusters Score -6660432 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -6662618.000000 Penalty: 3282.833984
	Iteration 5F: 3 clusters Score -6662618 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -6664966.500000 Penalty: 3282.833984
	Iteration 6F: 3 clusters Score -6664966 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -6667358.000000 Penalty: 3282.833984
	Iteration 7F: 3 clusters Score -6667358 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -6669526.000000 Penalty: 3282.833984
	Iteration 8F: 3 clusters Score -6669526 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -6671250.500000 Penalty: 3282.833984
	Iteration 9Q: 3 clusters Score -6671250 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -6672465.000000 Penalty: 3282.833984
	Iteration 10Q: 3 clusters Score -6672465 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -6673127.500000 Penalty: 3282.833984
	Iteration 11Q: 3 clusters Score -6673128 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -6673622.000000 Penalty: 3282.833984
	Iteration 12Q: 3 clusters Score -6673622 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -6673976.500000 Penalty: 3282.833984
	Iteration 13Q: 3 clusters Score -6673976 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -6674229.000000 Penalty: 3282.833984
	Iteration 14Q: 3 clusters Score -6674229 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -6674495.500000 Penalty: 3282.833984
	Iteration 15Q: 3 clusters Score -6674496 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -6674716.500000 Penalty: 3282.833984
	Iteration 16Q: 3 clusters Score -6674716 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -6674873.000000 Penalty: 3282.833984
	Iteration 17Q: 3 clusters Score -6674873 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -6675015.000000 Penalty: 3282.833984
	Iteration 18Q: 3 clusters Score -6675015 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -6675158.500000 Penalty: 3282.833984
	Iteration 19Q: 3 clusters Score -6675158 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -6675310.000000 Penalty: 3282.833984
	Iteration 20F: 3 clusters Score -6675310 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -6675415.500000 Penalty: 3282.833984
	Iteration 21Q: 3 clusters Score -6675416 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -6675533.500000 Penalty: 3282.833984
	Iteration 22Q: 3 clusters Score -6675534 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -6675605.000000 Penalty: 3282.833984
	Iteration 23Q: 3 clusters Score -6675605 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -6675694.000000 Penalty: 3282.833984
	Iteration 24Q: 3 clusters Score -6675694 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -6675777.000000 Penalty: 3282.833984
	Iteration 25Q: 3 clusters Score -6675777 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -6675878.500000 Penalty: 3282.833984
	Iteration 26Q: 3 clusters Score -6675878 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -6675988.500000 Penalty: 3282.833984
	Iteration 27Q: 3 clusters Score -6675988 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -6676078.000000 Penalty: 3282.833984
	Iteration 28Q: 3 clusters Score -6676078 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -6676170.500000 Penalty: 3282.833984
	Iteration 29Q: 3 clusters Score -6676170 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -6676247.500000 Penalty: 3282.833984
	Iteration 30Q: 3 clusters Score -6676248 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -6676337.500000 Penalty: 3282.833984
	Iteration 31Q: 3 clusters Score -6676338 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -6676422.500000 Penalty: 3282.833984
	Iteration 32Q: 3 clusters Score -6676422 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -6676549.000000 Penalty: 3282.833984
	Iteration 33Q: 3 clusters Score -6676549 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -6676688.500000 Penalty: 3282.833984
	Iteration 34Q: 3 clusters Score -6676688 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -6676778.000000 Penalty: 3282.833984
	Iteration 35Q: 3 clusters Score -6676778 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -6676932.000000 Penalty: 3282.833984
	Iteration 36Q: 3 clusters Score -6676932 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -6677039.500000 Penalty: 3282.833984
	Iteration 37Q: 3 clusters Score -6677040 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -6677164.500000 Penalty: 3282.833984
	Iteration 38Q: 3 clusters Score -6677164 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -6677308.500000 Penalty: 3282.833984
	Iteration 39Q: 3 clusters Score -6677308 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6677429.500000 Penalty: 3282.833984
	Iteration 40F: 3 clusters Score -6677430 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6677617.500000 Penalty: 3282.833984
	Iteration 41Q: 3 clusters Score -6677618 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6677786.000000 Penalty: 3282.833984
	Iteration 42Q: 3 clusters Score -6677786 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6677905.000000 Penalty: 3282.833984
	Iteration 43Q: 3 clusters Score -6677905 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6678066.500000 Penalty: 3282.833984
	Iteration 44Q: 3 clusters Score -6678066 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -6678201.500000 Penalty: 3282.833984
	Iteration 45Q: 3 clusters Score -6678202 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6678267.500000 Penalty: 3282.833984
	Iteration 46Q: 3 clusters Score -6678268 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6678346.500000 Penalty: 3282.833984
	Iteration 47Q: 3 clusters Score -6678346 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -6678424.000000 Penalty: 3282.833984
	Iteration 48Q: 3 clusters Score -6678424 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -6678483.000000 Penalty: 3282.833984
	Iteration 49Q: 3 clusters Score -6678483 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6678512.000000 Penalty: 3282.833984
	Iteration 50Q: 3 clusters Score -6678512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6678547.000000 Penalty: 3282.833984
	Iteration 51Q: 3 clusters Score -6678547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6678552.000000 Penalty: 3282.833984
	Iteration 52Q: 3 clusters Score -6678552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6678557.500000 Penalty: 3282.833984
	Iteration 53Q: 3 clusters Score -6678558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6678573.500000 Penalty: 3282.833984
	Iteration 54Q: 3 clusters Score -6678574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6678584.000000 Penalty: 3282.833984
	Iteration 55Q: 3 clusters Score -6678584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6678596.500000 Penalty: 3282.833984
	Iteration 56Q: 3 clusters Score -6678596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6678593.500000 Penalty: 3282.833984
	Iteration 57Q: 3 clusters Score -6678594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6678596.500000 Penalty: 3282.833984
	Iteration 58Q: 3 clusters Score -6678596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6678618.500000 Penalty: 3282.833984
	Iteration 59Q: 3 clusters Score -6678618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6678621.500000 Penalty: 3282.833984
	Iteration 60F: 3 clusters Score -6678622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6678632.000000 Penalty: 3282.833984
	Iteration 61Q: 3 clusters Score -6678632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6678645.000000 Penalty: 3282.833984
	Iteration 62Q: 3 clusters Score -6678645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -6678636.000000 Penalty: 3282.833984
	Iteration 63Q: 3 clusters Score -6678636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6678639.000000 Penalty: 3282.833984
	Iteration 64Q: 3 clusters Score -6678639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -6678633.500000 Penalty: 3282.833984
	Iteration 65Q: 3 clusters Score -6678634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -6678634.500000 Penalty: 3282.833984
	Iteration 66Q: 3 clusters Score -6678634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6678628.500000 Penalty: 3282.833984
	Iteration 67Q: 3 clusters Score -6678628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6678635.500000 Penalty: 3282.833984
	Iteration 68Q: 3 clusters Score -6678636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6678632.500000 Penalty: 3282.833984
	Iteration 69Q: 3 clusters Score -6678632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -6678641.500000 Penalty: 3282.833984
	Iteration 70Q: 3 clusters Score -6678642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6678645.500000 Penalty: 3282.833984
	Iteration 71Q: 3 clusters Score -6678646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6678647.000000 Penalty: 3282.833984
	Iteration 72Q: 3 clusters Score -6678647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6678655.000000 Penalty: 3282.833984
	Iteration 73Q: 3 clusters Score -6678655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6678654.000000 Penalty: 3282.833984
	Iteration 74Q: 3 clusters Score -6678654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6678655.500000 Penalty: 3282.833984
	Iteration 75Q: 3 clusters Score -6678656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -6678656.000000 Penalty: 3282.833984
	Iteration 76Q: 3 clusters Score -6678656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6678656.500000 Penalty: 3282.833984
	Iteration 77Q: 3 clusters Score -6678656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6678660.500000 Penalty: 3282.833984
	Iteration 78Q: 3 clusters Score -6678660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6678656.000000 Penalty: 3282.833984
	Iteration 79Q: 3 clusters Score -6678656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6678652.000000 Penalty: 3282.833984
	Iteration 80F: 3 clusters Score -6678652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6678655.500000 Penalty: 3282.833984
	Iteration 81Q: 3 clusters Score -6678656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6678655.000000 Penalty: 3282.833984
	Iteration 82Q: 3 clusters Score -6678655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6678654.500000 Penalty: 3282.833984
	Iteration 83Q: 3 clusters Score -6678654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6678660.500000 Penalty: 3282.833984
	Iteration 84Q: 3 clusters Score -6678660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6678663.000000 Penalty: 3282.833984
	Iteration 85Q: 3 clusters Score -6678663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6678661.500000 Penalty: 3282.833984
	Iteration 86Q: 3 clusters Score -6678662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6678665.000000 Penalty: 3282.833984
	Iteration 87Q: 3 clusters Score -6678665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6678668.500000 Penalty: 3282.833984
	Iteration 88Q: 3 clusters Score -6678668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6678663.500000 Penalty: 3282.833984
	Iteration 89Q: 3 clusters Score -6678664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6678660.000000 Penalty: 3282.833984
	Iteration 90Q: 3 clusters Score -6678660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6678663.500000 Penalty: 3282.833984
	Iteration 91Q: 3 clusters Score -6678664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6678664.500000 Penalty: 3282.833984
	Iteration 92Q: 3 clusters Score -6678664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6678662.000000 Penalty: 3282.833984
	Iteration 93Q: 3 clusters Score -6678662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6678669.500000 Penalty: 3282.833984
	Iteration 94Q: 3 clusters Score -6678670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6678669.000000 Penalty: 3282.833984
	Iteration 95Q: 3 clusters Score -6678669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6678672.000000 Penalty: 3282.833984
	Iteration 96Q: 3 clusters Score -6678672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6678668.500000 Penalty: 3282.833984
	Iteration 97Q: 3 clusters Score -6678668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6678668.000000 Penalty: 3282.833984
	Iteration 98Q: 3 clusters Score -6678668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6678666.500000 Penalty: 3282.833984
	Iteration 99Q: 3 clusters Score -6678666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6678673.000000 Penalty: 3282.833984
	Iteration 100F: 3 clusters Score -6678673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6678675.500000 Penalty: 3282.833984
	Iteration 101Q: 3 clusters Score -6678676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6678675.500000 Penalty: 3282.833984
	Iteration 102F: 3 clusters Score -6678676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Entering Unmasked Estep 
Score: -2562972.500000 Penalty: 1508.911499
	Iteration 0F: 2 clusters Score -2562972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2546498.500000 Penalty: 3017.822998
	Iteration 0F: 3 clusters Score -2546498 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2552668.500000 Penalty: 3017.822998
	Iteration 1F: 3 clusters Score -2552668 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2553091.750000 Penalty: 3017.822998
	Iteration 2F: 3 clusters Score -2553092 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2553430.500000 Penalty: 3017.822998
	Iteration 3Q: 3 clusters Score -2553430 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2553735.750000 Penalty: 3017.822998
	Iteration 4Q: 3 clusters Score -2553736 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2554010.250000 Penalty: 3017.822998
	Iteration 5Q: 3 clusters Score -2554010 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2554323.500000 Penalty: 3017.822998
	Iteration 6Q: 3 clusters Score -2554324 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2554610.500000 Penalty: 3017.822998
	Iteration 7Q: 3 clusters Score -2554610 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2554962.500000 Penalty: 3017.822998
	Iteration 8Q: 3 clusters Score -2554962 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2555393.750000 Penalty: 3017.822998
	Iteration 9Q: 3 clusters Score -2555394 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2555894.000000 Penalty: 3017.822998
	Iteration 10Q: 3 clusters Score -2555894 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2556530.000000 Penalty: 3017.822998
	Iteration 11Q: 3 clusters Score -2556530 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2557292.000000 Penalty: 3017.822998
	Iteration 12Q: 3 clusters Score -2557292 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2558183.250000 Penalty: 3017.822998
	Iteration 13F: 3 clusters Score -2558183 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2559152.500000 Penalty: 3017.822998
	Iteration 14F: 3 clusters Score -2559152 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2560117.750000 Penalty: 3017.822998
	Iteration 15Q: 3 clusters Score -2560118 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2560884.500000 Penalty: 3017.822998
	Iteration 16Q: 3 clusters Score -2560884 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2561397.250000 Penalty: 3017.822998
	Iteration 17Q: 3 clusters Score -2561397 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2561655.750000 Penalty: 3017.822998
	Iteration 18Q: 3 clusters Score -2561656 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2561800.250000 Penalty: 3017.822998
	Iteration 19Q: 3 clusters Score -2561800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2561887.750000 Penalty: 3017.822998
	Iteration 20F: 3 clusters Score -2561888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2561933.250000 Penalty: 3017.822998
	Iteration 21Q: 3 clusters Score -2561933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2561969.250000 Penalty: 3017.822998
	Iteration 22Q: 3 clusters Score -2561969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2561994.000000 Penalty: 3017.822998
	Iteration 23Q: 3 clusters Score -2561994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2562013.750000 Penalty: 3017.822998
	Iteration 24Q: 3 clusters Score -2562014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2562022.000000 Penalty: 3017.822998
	Iteration 25Q: 3 clusters Score -2562022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2562034.250000 Penalty: 3017.822998
	Iteration 26Q: 3 clusters Score -2562034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2562033.000000 Penalty: 3017.822998
	Iteration 27Q: 3 clusters Score -2562033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2562035.500000 Penalty: 3017.822998
	Iteration 28Q: 3 clusters Score -2562036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2562036.000000 Penalty: 3017.822998
	Iteration 29Q: 3 clusters Score -2562036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2562035.000000 Penalty: 3017.822998
	Iteration 30Q: 3 clusters Score -2562035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2562038.000000 Penalty: 3017.822998
	Iteration 31Q: 3 clusters Score -2562038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2562039.750000 Penalty: 3017.822998
	Iteration 32Q: 3 clusters Score -2562040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2562043.750000 Penalty: 3017.822998
	Iteration 33Q: 3 clusters Score -2562044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2562045.250000 Penalty: 3017.822998
	Iteration 34Q: 3 clusters Score -2562045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2562046.500000 Penalty: 3017.822998
	Iteration 35Q: 3 clusters Score -2562046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2562050.250000 Penalty: 3017.822998
	Iteration 36Q: 3 clusters Score -2562050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2562051.500000 Penalty: 3017.822998
	Iteration 37Q: 3 clusters Score -2562052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2562051.750000 Penalty: 3017.822998
	Iteration 38Q: 3 clusters Score -2562052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2562051.750000 Penalty: 3017.822998
	Iteration 39F: 3 clusters Score -2562052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Entering Unmasked Estep 
Score: -5202075.000000 Penalty: 1601.029053
	Iteration 0F: 2 clusters Score -5202075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -5171606.000000 Penalty: 3202.058105
	Iteration 0F: 3 clusters Score -5171606 nChanged 21564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -5183789.500000 Penalty: 3202.058105
	Iteration 1F: 3 clusters Score -5183790 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -5184692.000000 Penalty: 3202.058105
	Iteration 2F: 3 clusters Score -5184692 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -5185795.500000 Penalty: 3202.058105
	Iteration 3F: 3 clusters Score -5185796 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -5187364.500000 Penalty: 3202.058105
	Iteration 4F: 3 clusters Score -5187364 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -5189659.000000 Penalty: 3202.058105
	Iteration 5F: 3 clusters Score -5189659 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -5192433.000000 Penalty: 3202.058105
	Iteration 6F: 3 clusters Score -5192433 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -5195279.000000 Penalty: 3202.058105
	Iteration 7F: 3 clusters Score -5195279 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -5197483.500000 Penalty: 3202.058105
	Iteration 8F: 3 clusters Score -5197484 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -5199000.500000 Penalty: 3202.058105
	Iteration 9Q: 3 clusters Score -5199000 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -5199813.500000 Penalty: 3202.058105
	Iteration 10Q: 3 clusters Score -5199814 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -5200236.000000 Penalty: 3202.058105
	Iteration 11Q: 3 clusters Score -5200236 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -5200496.500000 Penalty: 3202.058105
	Iteration 12Q: 3 clusters Score -5200496 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -5200645.000000 Penalty: 3202.058105
	Iteration 13Q: 3 clusters Score -5200645 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -5200721.500000 Penalty: 3202.058105
	Iteration 14Q: 3 clusters Score -5200722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5200768.000000 Penalty: 3202.058105
	Iteration 15Q: 3 clusters Score -5200768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -5200802.500000 Penalty: 3202.058105
	Iteration 16Q: 3 clusters Score -5200802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -5200834.000000 Penalty: 3202.058105
	Iteration 17Q: 3 clusters Score -5200834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -5200868.000000 Penalty: 3202.058105
	Iteration 18Q: 3 clusters Score -5200868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -5200873.000000 Penalty: 3202.058105
	Iteration 19Q: 3 clusters Score -5200873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -5200892.500000 Penalty: 3202.058105
	Iteration 20F: 3 clusters Score -5200892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -5200902.500000 Penalty: 3202.058105
	Iteration 21Q: 3 clusters Score -5200902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -5200915.500000 Penalty: 3202.058105
	Iteration 22Q: 3 clusters Score -5200916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -5200934.500000 Penalty: 3202.058105
	Iteration 23Q: 3 clusters Score -5200934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -5200965.000000 Penalty: 3202.058105
	Iteration 24Q: 3 clusters Score -5200965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -5200988.500000 Penalty: 3202.058105
	Iteration 25Q: 3 clusters Score -5200988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -5201007.500000 Penalty: 3202.058105
	Iteration 26Q: 3 clusters Score -5201008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -5201022.500000 Penalty: 3202.058105
	Iteration 27Q: 3 clusters Score -5201022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -5201034.000000 Penalty: 3202.058105
	Iteration 28Q: 3 clusters Score -5201034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -5201035.000000 Penalty: 3202.058105
	Iteration 29Q: 3 clusters Score -5201035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5201045.500000 Penalty: 3202.058105
	Iteration 30Q: 3 clusters Score -5201046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5201051.500000 Penalty: 3202.058105
	Iteration 31Q: 3 clusters Score -5201052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -5201047.500000 Penalty: 3202.058105
	Iteration 32Q: 3 clusters Score -5201048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -5201050.500000 Penalty: 3202.058105
	Iteration 33Q: 3 clusters Score -5201050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5201062.000000 Penalty: 3202.058105
	Iteration 34Q: 3 clusters Score -5201062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -5201069.000000 Penalty: 3202.058105
	Iteration 35Q: 3 clusters Score -5201069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -5201067.000000 Penalty: 3202.058105
	Iteration 36Q: 3 clusters Score -5201067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5201072.000000 Penalty: 3202.058105
	Iteration 37Q: 3 clusters Score -5201072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -5201078.000000 Penalty: 3202.058105
	Iteration 38Q: 3 clusters Score -5201078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -5201084.500000 Penalty: 3202.058105
	Iteration 39Q: 3 clusters Score -5201084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -5201082.000000 Penalty: 3202.058105
	Iteration 40F: 3 clusters Score -5201082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -5201093.500000 Penalty: 3202.058105
	Iteration 41Q: 3 clusters Score -5201094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -5201097.000000 Penalty: 3202.058105
	Iteration 42Q: 3 clusters Score -5201097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -5201095.000000 Penalty: 3202.058105
	Iteration 43Q: 3 clusters Score -5201095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -5201100.000000 Penalty: 3202.058105
	Iteration 44Q: 3 clusters Score -5201100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -5201100.500000 Penalty: 3202.058105
	Iteration 45Q: 3 clusters Score -5201100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -5201104.500000 Penalty: 3202.058105
	Iteration 46Q: 3 clusters Score -5201104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -5201098.500000 Penalty: 3202.058105
	Iteration 47Q: 3 clusters Score -5201098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5201098.500000 Penalty: 3202.058105
	Iteration 48Q: 3 clusters Score -5201098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5201106.500000 Penalty: 3202.058105
	Iteration 49Q: 3 clusters Score -5201106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5201099.500000 Penalty: 3202.058105
	Iteration 50Q: 3 clusters Score -5201100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -5201099.000000 Penalty: 3202.058105
	Iteration 51Q: 3 clusters Score -5201099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5201103.000000 Penalty: 3202.058105
	Iteration 52Q: 3 clusters Score -5201103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -5201107.000000 Penalty: 3202.058105
	Iteration 53Q: 3 clusters Score -5201107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5201113.500000 Penalty: 3202.058105
	Iteration 54Q: 3 clusters Score -5201114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5201114.000000 Penalty: 3202.058105
	Iteration 55Q: 3 clusters Score -5201114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -5201111.000000 Penalty: 3202.058105
	Iteration 56Q: 3 clusters Score -5201111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -5201108.500000 Penalty: 3202.058105
	Iteration 57Q: 3 clusters Score -5201108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -5201111.000000 Penalty: 3202.058105
	Iteration 58Q: 3 clusters Score -5201111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -5201111.000000 Penalty: 3202.058105
	Iteration 59F: 3 clusters Score -5201111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Entering Unmasked Estep 
Score: -690886.750000 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -690886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -686129.750000 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -686129.8 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -687770.187500 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -687770.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -688255.750000 Penalty: 2625.479248
	Iteration 2F: 3 clusters Score -688255.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -688615.000000 Penalty: 2625.479248
	Iteration 3F: 3 clusters Score -688615 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -688903.187500 Penalty: 2625.479248
	Iteration 4F: 3 clusters Score -688903.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -689152.562500 Penalty: 2625.479248
	Iteration 5F: 3 clusters Score -689152.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -689439.687500 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -689439.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -689715.375000 Penalty: 2625.479248
	Iteration 7Q: 3 clusters Score -689715.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -689976.187500 Penalty: 2625.479248
	Iteration 8Q: 3 clusters Score -689976.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -690185.375000 Penalty: 2625.479248
	Iteration 9Q: 3 clusters Score -690185.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -690335.500000 Penalty: 2625.479248
	Iteration 10Q: 3 clusters Score -690335.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -690433.875000 Penalty: 2625.479248
	Iteration 11Q: 3 clusters Score -690433.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -690518.187500 Penalty: 2625.479248
	Iteration 12Q: 3 clusters Score -690518.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -690594.375000 Penalty: 2625.479248
	Iteration 13Q: 3 clusters Score -690594.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -690666.562500 Penalty: 2625.479248
	Iteration 14Q: 3 clusters Score -690666.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -690726.125000 Penalty: 2625.479248
	Iteration 15Q: 3 clusters Score -690726.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -690780.562500 Penalty: 2625.479248
	Iteration 16Q: 3 clusters Score -690780.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -690818.875000 Penalty: 2625.479248
	Iteration 17Q: 3 clusters Score -690818.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -690854.250000 Penalty: 2625.479248
	Iteration 18Q: 3 clusters Score -690854.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -690891.375000 Penalty: 2625.479248
	Iteration 19Q: 3 clusters Score -690891.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -690921.687500 Penalty: 2625.479248
	Iteration 20F: 3 clusters Score -690921.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -690937.687500 Penalty: 2625.479248
	Iteration 21Q: 3 clusters Score -690937.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -690952.812500 Penalty: 2625.479248
	Iteration 22Q: 3 clusters Score -690952.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -690969.625000 Penalty: 2625.479248
	Iteration 23Q: 3 clusters Score -690969.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -690982.187500 Penalty: 2625.479248
	Iteration 24Q: 3 clusters Score -690982.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -690994.937500 Penalty: 2625.479248
	Iteration 25Q: 3 clusters Score -690994.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -691003.562500 Penalty: 2625.479248
	Iteration 26Q: 3 clusters Score -691003.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -691012.000000 Penalty: 2625.479248
	Iteration 27Q: 3 clusters Score -691012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -691021.750000 Penalty: 2625.479248
	Iteration 28Q: 3 clusters Score -691021.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -691029.312500 Penalty: 2625.479248
	Iteration 29Q: 3 clusters Score -691029.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -691035.875000 Penalty: 2625.479248
	Iteration 30Q: 3 clusters Score -691035.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -691041.187500 Penalty: 2625.479248
	Iteration 31Q: 3 clusters Score -691041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -691044.750000 Penalty: 2625.479248
	Iteration 32Q: 3 clusters Score -691044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -691047.750000 Penalty: 2625.479248
	Iteration 33Q: 3 clusters Score -691047.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -691046.875000 Penalty: 2625.479248
	Iteration 34Q: 3 clusters Score -691046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -691051.062500 Penalty: 2625.479248
	Iteration 35Q: 3 clusters Score -691051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -691052.187500 Penalty: 2625.479248
	Iteration 36Q: 3 clusters Score -691052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -691052.750000 Penalty: 2625.479248
	Iteration 37Q: 3 clusters Score -691052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -691051.750000 Penalty: 2625.479248
	Iteration 38Q: 3 clusters Score -691051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -691051.750000 Penalty: 2625.479248
	Iteration 39F: 3 clusters Score -691051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 34863 members 
Mstep: Class 7 contains 40276 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18101 members 
Mstep: Class 11 contains 61761 members 
Mstep: Class 12 contains 25350 members 
Mstep: Class 13 contains 47080 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 36806 members 
Mstep: Class 19 contains 34939 members 
Mstep: Class 20 contains 27896 members 
Mstep: Class 21 contains 51186 members 
Mstep: Class 22 contains 130849 members 
Mstep: Class 23 contains 10526 members 
Mstep: Class 24 contains 6730 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 5955 members 
Entering Unmasked Estep 
Score: -78768632.000000 Penalty: 52258.027344
Splitting cluster 14 changes total score from -78729384.000000 to -78768632.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -770704.437500 Penalty: 1305.226074
	Iteration 0F: 2 clusters Score -770704.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -766099.000000 Penalty: 2610.452148
	Iteration 0F: 3 clusters Score -766099 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -767437.875000 Penalty: 2610.452148
	Iteration 1F: 3 clusters Score -767437.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -767639.375000 Penalty: 2610.452148
	Iteration 2F: 3 clusters Score -767639.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -767771.312500 Penalty: 2610.452148
	Iteration 3Q: 3 clusters Score -767771.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -767844.875000 Penalty: 2610.452148
	Iteration 4Q: 3 clusters Score -767844.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -767888.875000 Penalty: 2610.452148
	Iteration 5Q: 3 clusters Score -767888.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -767929.312500 Penalty: 2610.452148
	Iteration 6Q: 3 clusters Score -767929.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -767959.937500 Penalty: 2610.452148
	Iteration 7Q: 3 clusters Score -767959.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -768001.500000 Penalty: 2610.452148
	Iteration 8Q: 3 clusters Score -768001.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -768039.750000 Penalty: 2610.452148
	Iteration 9Q: 3 clusters Score -768039.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -768066.187500 Penalty: 2610.452148
	Iteration 10Q: 3 clusters Score -768066.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -768093.187500 Penalty: 2610.452148
	Iteration 11Q: 3 clusters Score -768093.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -768117.562500 Penalty: 2610.452148
	Iteration 12Q: 3 clusters Score -768117.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -768142.937500 Penalty: 2610.452148
	Iteration 13Q: 3 clusters Score -768142.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -768175.000000 Penalty: 2610.452148
	Iteration 14Q: 3 clusters Score -768175 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -768201.250000 Penalty: 2610.452148
	Iteration 15Q: 3 clusters Score -768201.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -768221.000000 Penalty: 2610.452148
	Iteration 16Q: 3 clusters Score -768221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -768241.812500 Penalty: 2610.452148
	Iteration 17Q: 3 clusters Score -768241.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -768274.312500 Penalty: 2610.452148
	Iteration 18Q: 3 clusters Score -768274.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -768301.500000 Penalty: 2610.452148
	Iteration 19Q: 3 clusters Score -768301.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -768323.562500 Penalty: 2610.452148
	Iteration 20F: 3 clusters Score -768323.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -768344.625000 Penalty: 2610.452148
	Iteration 21Q: 3 clusters Score -768344.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -768368.062500 Penalty: 2610.452148
	Iteration 22Q: 3 clusters Score -768368.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -768395.437500 Penalty: 2610.452148
	Iteration 23Q: 3 clusters Score -768395.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -768424.750000 Penalty: 2610.452148
	Iteration 24Q: 3 clusters Score -768424.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -768449.187500 Penalty: 2610.452148
	Iteration 25Q: 3 clusters Score -768449.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -768478.937500 Penalty: 2610.452148
	Iteration 26Q: 3 clusters Score -768478.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -768510.187500 Penalty: 2610.452148
	Iteration 27Q: 3 clusters Score -768510.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -768555.437500 Penalty: 2610.452148
	Iteration 28Q: 3 clusters Score -768555.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -768606.437500 Penalty: 2610.452148
	Iteration 29Q: 3 clusters Score -768606.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -768654.937500 Penalty: 2610.452148
	Iteration 30Q: 3 clusters Score -768654.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -768718.500000 Penalty: 2610.452148
	Iteration 31Q: 3 clusters Score -768718.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -768769.687500 Penalty: 2610.452148
	Iteration 32Q: 3 clusters Score -768769.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -768827.937500 Penalty: 2610.452148
	Iteration 33Q: 3 clusters Score -768827.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -768890.750000 Penalty: 2610.452148
	Iteration 34Q: 3 clusters Score -768890.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -768953.937500 Penalty: 2610.452148
	Iteration 35Q: 3 clusters Score -768953.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -769016.562500 Penalty: 2610.452148
	Iteration 36Q: 3 clusters Score -769016.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -769080.125000 Penalty: 2610.452148
	Iteration 37Q: 3 clusters Score -769080.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -769153.125000 Penalty: 2610.452148
	Iteration 38Q: 3 clusters Score -769153.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -769226.375000 Penalty: 2610.452148
	Iteration 39Q: 3 clusters Score -769226.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -769280.625000 Penalty: 2610.452148
	Iteration 40F: 3 clusters Score -769280.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -769321.750000 Penalty: 2610.452148
	Iteration 41Q: 3 clusters Score -769321.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -769367.312500 Penalty: 2610.452148
	Iteration 42Q: 3 clusters Score -769367.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -769406.500000 Penalty: 2610.452148
	Iteration 43Q: 3 clusters Score -769406.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -769446.687500 Penalty: 2610.452148
	Iteration 44Q: 3 clusters Score -769446.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -769467.437500 Penalty: 2610.452148
	Iteration 45Q: 3 clusters Score -769467.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -769484.500000 Penalty: 2610.452148
	Iteration 46Q: 3 clusters Score -769484.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -769501.375000 Penalty: 2610.452148
	Iteration 47Q: 3 clusters Score -769501.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -769514.812500 Penalty: 2610.452148
	Iteration 48Q: 3 clusters Score -769514.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -769522.750000 Penalty: 2610.452148
	Iteration 49Q: 3 clusters Score -769522.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -769530.562500 Penalty: 2610.452148
	Iteration 50Q: 3 clusters Score -769530.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -769539.125000 Penalty: 2610.452148
	Iteration 51Q: 3 clusters Score -769539.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -769544.750000 Penalty: 2610.452148
	Iteration 52Q: 3 clusters Score -769544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -769555.625000 Penalty: 2610.452148
	Iteration 53Q: 3 clusters Score -769555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -769564.437500 Penalty: 2610.452148
	Iteration 54Q: 3 clusters Score -769564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -769571.250000 Penalty: 2610.452148
	Iteration 55Q: 3 clusters Score -769571.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -769576.625000 Penalty: 2610.452148
	Iteration 56Q: 3 clusters Score -769576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -769586.875000 Penalty: 2610.452148
	Iteration 57Q: 3 clusters Score -769586.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -769600.250000 Penalty: 2610.452148
	Iteration 58Q: 3 clusters Score -769600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -769612.187500 Penalty: 2610.452148
	Iteration 59Q: 3 clusters Score -769612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -769620.375000 Penalty: 2610.452148
	Iteration 60F: 3 clusters Score -769620.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -769633.437500 Penalty: 2610.452148
	Iteration 61Q: 3 clusters Score -769633.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -769633.187500 Penalty: 2610.452148
	Iteration 62Q: 3 clusters Score -769633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -769636.562500 Penalty: 2610.452148
	Iteration 63Q: 3 clusters Score -769636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -769638.437500 Penalty: 2610.452148
	Iteration 64Q: 3 clusters Score -769638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -769640.375000 Penalty: 2610.452148
	Iteration 65Q: 3 clusters Score -769640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -769642.375000 Penalty: 2610.452148
	Iteration 66Q: 3 clusters Score -769642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -769643.187500 Penalty: 2610.452148
	Iteration 67Q: 3 clusters Score -769643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -769643.875000 Penalty: 2610.452148
	Iteration 68Q: 3 clusters Score -769643.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -769643.875000 Penalty: 2610.452148
	Iteration 69F: 3 clusters Score -769643.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Entering Unmasked Estep 
Score: -607386.562500 Penalty: 1288.439331
	Iteration 0F: 2 clusters Score -607386.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -603291.312500 Penalty: 2576.878662
	Iteration 0F: 3 clusters Score -603291.3 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -604573.750000 Penalty: 2576.878662
	Iteration 1F: 3 clusters Score -604573.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -604862.937500 Penalty: 2576.878662
	Iteration 2F: 3 clusters Score -604862.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -605091.125000 Penalty: 2576.878662
	Iteration 3F: 3 clusters Score -605091.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -605327.687500 Penalty: 2576.878662
	Iteration 4Q: 3 clusters Score -605327.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -605582.625000 Penalty: 2576.878662
	Iteration 5Q: 3 clusters Score -605582.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -605902.000000 Penalty: 2576.878662
	Iteration 6Q: 3 clusters Score -605902 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -606233.187500 Penalty: 2576.878662
	Iteration 7F: 3 clusters Score -606233.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -606582.125000 Penalty: 2576.878662
	Iteration 8F: 3 clusters Score -606582.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -606881.125000 Penalty: 2576.878662
	Iteration 9F: 3 clusters Score -606881.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -607154.187500 Penalty: 2576.878662
	Iteration 10F: 3 clusters Score -607154.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -607376.000000 Penalty: 2576.878662
	Iteration 11Q: 3 clusters Score -607376 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -607518.937500 Penalty: 2576.878662
	Iteration 12Q: 3 clusters Score -607518.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -607624.937500 Penalty: 2576.878662
	Iteration 13Q: 3 clusters Score -607624.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -607702.937500 Penalty: 2576.878662
	Iteration 14Q: 3 clusters Score -607702.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -607756.812500 Penalty: 2576.878662
	Iteration 15Q: 3 clusters Score -607756.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -607789.062500 Penalty: 2576.878662
	Iteration 16Q: 3 clusters Score -607789.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -607811.875000 Penalty: 2576.878662
	Iteration 17Q: 3 clusters Score -607811.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -607832.250000 Penalty: 2576.878662
	Iteration 18Q: 3 clusters Score -607832.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -607851.937500 Penalty: 2576.878662
	Iteration 19Q: 3 clusters Score -607851.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -607873.437500 Penalty: 2576.878662
	Iteration 20F: 3 clusters Score -607873.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -607893.062500 Penalty: 2576.878662
	Iteration 21Q: 3 clusters Score -607893.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -607905.437500 Penalty: 2576.878662
	Iteration 22Q: 3 clusters Score -607905.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -607919.625000 Penalty: 2576.878662
	Iteration 23Q: 3 clusters Score -607919.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -607930.437500 Penalty: 2576.878662
	Iteration 24Q: 3 clusters Score -607930.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -607944.437500 Penalty: 2576.878662
	Iteration 25Q: 3 clusters Score -607944.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -607951.187500 Penalty: 2576.878662
	Iteration 26Q: 3 clusters Score -607951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -607955.812500 Penalty: 2576.878662
	Iteration 27Q: 3 clusters Score -607955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -607957.062500 Penalty: 2576.878662
	Iteration 28Q: 3 clusters Score -607957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -607957.312500 Penalty: 2576.878662
	Iteration 29Q: 3 clusters Score -607957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -607958.187500 Penalty: 2576.878662
	Iteration 30Q: 3 clusters Score -607958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -607958.062500 Penalty: 2576.878662
	Iteration 31Q: 3 clusters Score -607958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -607958.812500 Penalty: 2576.878662
	Iteration 32Q: 3 clusters Score -607958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -607960.312500 Penalty: 2576.878662
	Iteration 33Q: 3 clusters Score -607960.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -607962.687500 Penalty: 2576.878662
	Iteration 34Q: 3 clusters Score -607962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -607969.000000 Penalty: 2576.878662
	Iteration 35Q: 3 clusters Score -607969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -607973.500000 Penalty: 2576.878662
	Iteration 36Q: 3 clusters Score -607973.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -607976.937500 Penalty: 2576.878662
	Iteration 37Q: 3 clusters Score -607976.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -607978.812500 Penalty: 2576.878662
	Iteration 38Q: 3 clusters Score -607978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -607982.000000 Penalty: 2576.878662
	Iteration 39Q: 3 clusters Score -607982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -607982.812500 Penalty: 2576.878662
	Iteration 40F: 3 clusters Score -607982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -607984.937500 Penalty: 2576.878662
	Iteration 41Q: 3 clusters Score -607984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -607986.250000 Penalty: 2576.878662
	Iteration 42Q: 3 clusters Score -607986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -607987.000000 Penalty: 2576.878662
	Iteration 43Q: 3 clusters Score -607987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -607987.000000 Penalty: 2576.878662
	Iteration 44F: 3 clusters Score -607987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 34863 members 
Mstep: Class 7 contains 40276 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18101 members 
Mstep: Class 11 contains 61761 members 
Mstep: Class 12 contains 25350 members 
Mstep: Class 13 contains 47080 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 966 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 36806 members 
Mstep: Class 19 contains 34939 members 
Mstep: Class 20 contains 27896 members 
Mstep: Class 21 contains 51186 members 
Mstep: Class 22 contains 130849 members 
Mstep: Class 23 contains 10526 members 
Mstep: Class 24 contains 6730 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 4795 members 
Entering Unmasked Estep 
Score: -78768424.000000 Penalty: 54267.949219
Splitting cluster 16 changes total score from -78729384.000000 to -78768424.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -199200.796875 Penalty: 1119.494019
	Iteration 0F: 2 clusters Score -199200.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -197428.328125 Penalty: 2238.988037
	Iteration 0F: 3 clusters Score -197428.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -197872.437500 Penalty: 2238.988037
	Iteration 1F: 3 clusters Score -197872.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -197988.078125 Penalty: 2238.988037
	Iteration 2F: 3 clusters Score -197988.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -198035.484375 Penalty: 2238.988037
	Iteration 3Q: 3 clusters Score -198035.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -198059.750000 Penalty: 2238.988037
	Iteration 4Q: 3 clusters Score -198059.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -198079.750000 Penalty: 2238.988037
	Iteration 5Q: 3 clusters Score -198079.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198093.015625 Penalty: 2238.988037
	Iteration 6Q: 3 clusters Score -198093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -198099.453125 Penalty: 2238.988037
	Iteration 7Q: 3 clusters Score -198099.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -198104.765625 Penalty: 2238.988037
	Iteration 8Q: 3 clusters Score -198104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -198110.562500 Penalty: 2238.988037
	Iteration 9Q: 3 clusters Score -198110.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -198115.796875 Penalty: 2238.988037
	Iteration 10Q: 3 clusters Score -198115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -198118.781250 Penalty: 2238.988037
	Iteration 11Q: 3 clusters Score -198118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -198121.687500 Penalty: 2238.988037
	Iteration 12Q: 3 clusters Score -198121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -198122.687500 Penalty: 2238.988037
	Iteration 13Q: 3 clusters Score -198122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -198123.062500 Penalty: 2238.988037
	Iteration 14Q: 3 clusters Score -198123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -198123.062500 Penalty: 2238.988037
	Iteration 15F: 3 clusters Score -198123.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Entering Unmasked Estep 
Score: -4085022.750000 Penalty: 1564.396362
	Iteration 0F: 2 clusters Score -4085023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4061308.000000 Penalty: 3128.792725
	Iteration 0F: 3 clusters Score -4061308 nChanged 16632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4070356.750000 Penalty: 3128.792725
	Iteration 1F: 3 clusters Score -4070357 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4070900.500000 Penalty: 3128.792725
	Iteration 2Q: 3 clusters Score -4070900 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -4071444.000000 Penalty: 3128.792725
	Iteration 3Q: 3 clusters Score -4071444 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -4072031.750000 Penalty: 3128.792725
	Iteration 4Q: 3 clusters Score -4072032 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4072657.000000 Penalty: 3128.792725
	Iteration 5Q: 3 clusters Score -4072657 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4073305.500000 Penalty: 3128.792725
	Iteration 6Q: 3 clusters Score -4073306 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -4073899.250000 Penalty: 3128.792725
	Iteration 7Q: 3 clusters Score -4073899 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -4074596.000000 Penalty: 3128.792725
	Iteration 8Q: 3 clusters Score -4074596 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4075593.250000 Penalty: 3128.792725
	Iteration 9Q: 3 clusters Score -4075593 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -4076905.500000 Penalty: 3128.792725
	Iteration 10F: 3 clusters Score -4076906 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -4078521.250000 Penalty: 3128.792725
	Iteration 11F: 3 clusters Score -4078521 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4080330.750000 Penalty: 3128.792725
	Iteration 12F: 3 clusters Score -4080331 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4081938.500000 Penalty: 3128.792725
	Iteration 13F: 3 clusters Score -4081938 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -4083181.000000 Penalty: 3128.792725
	Iteration 14Q: 3 clusters Score -4083181 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -4084009.250000 Penalty: 3128.792725
	Iteration 15Q: 3 clusters Score -4084009 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4084478.500000 Penalty: 3128.792725
	Iteration 16Q: 3 clusters Score -4084478 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4084740.500000 Penalty: 3128.792725
	Iteration 17Q: 3 clusters Score -4084740 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4084911.750000 Penalty: 3128.792725
	Iteration 18Q: 3 clusters Score -4084912 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4085019.500000 Penalty: 3128.792725
	Iteration 19Q: 3 clusters Score -4085020 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4085086.000000 Penalty: 3128.792725
	Iteration 20F: 3 clusters Score -4085086 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4085120.000000 Penalty: 3128.792725
	Iteration 21Q: 3 clusters Score -4085120 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4085164.000000 Penalty: 3128.792725
	Iteration 22Q: 3 clusters Score -4085164 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4085191.000000 Penalty: 3128.792725
	Iteration 23Q: 3 clusters Score -4085191 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4085231.250000 Penalty: 3128.792725
	Iteration 24Q: 3 clusters Score -4085231 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4085256.500000 Penalty: 3128.792725
	Iteration 25Q: 3 clusters Score -4085256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4085265.500000 Penalty: 3128.792725
	Iteration 26Q: 3 clusters Score -4085266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4085282.000000 Penalty: 3128.792725
	Iteration 27Q: 3 clusters Score -4085282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4085287.750000 Penalty: 3128.792725
	Iteration 28Q: 3 clusters Score -4085288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4085294.500000 Penalty: 3128.792725
	Iteration 29Q: 3 clusters Score -4085294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4085294.750000 Penalty: 3128.792725
	Iteration 30Q: 3 clusters Score -4085295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4085293.500000 Penalty: 3128.792725
	Iteration 31Q: 3 clusters Score -4085294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4085298.750000 Penalty: 3128.792725
	Iteration 32Q: 3 clusters Score -4085299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4085300.500000 Penalty: 3128.792725
	Iteration 33Q: 3 clusters Score -4085300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4085299.500000 Penalty: 3128.792725
	Iteration 34Q: 3 clusters Score -4085300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4085306.750000 Penalty: 3128.792725
	Iteration 35Q: 3 clusters Score -4085307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4085305.500000 Penalty: 3128.792725
	Iteration 36Q: 3 clusters Score -4085306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4085298.000000 Penalty: 3128.792725
	Iteration 37Q: 3 clusters Score -4085298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4085305.750000 Penalty: 3128.792725
	Iteration 38Q: 3 clusters Score -4085306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4085308.250000 Penalty: 3128.792725
	Iteration 39Q: 3 clusters Score -4085308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4085311.750000 Penalty: 3128.792725
	Iteration 40F: 3 clusters Score -4085312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4085305.000000 Penalty: 3128.792725
	Iteration 41Q: 3 clusters Score -4085305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4085310.500000 Penalty: 3128.792725
	Iteration 42Q: 3 clusters Score -4085310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4085315.000000 Penalty: 3128.792725
	Iteration 43Q: 3 clusters Score -4085315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4085317.500000 Penalty: 3128.792725
	Iteration 44Q: 3 clusters Score -4085318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4085315.750000 Penalty: 3128.792725
	Iteration 45Q: 3 clusters Score -4085316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4085313.250000 Penalty: 3128.792725
	Iteration 46Q: 3 clusters Score -4085313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4085315.000000 Penalty: 3128.792725
	Iteration 47Q: 3 clusters Score -4085315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4085317.000000 Penalty: 3128.792725
	Iteration 48Q: 3 clusters Score -4085317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4085318.750000 Penalty: 3128.792725
	Iteration 49Q: 3 clusters Score -4085319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4085315.750000 Penalty: 3128.792725
	Iteration 50Q: 3 clusters Score -4085316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4085315.750000 Penalty: 3128.792725
	Iteration 51Q: 3 clusters Score -4085316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4085317.750000 Penalty: 3128.792725
	Iteration 52Q: 3 clusters Score -4085318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4085318.250000 Penalty: 3128.792725
	Iteration 53Q: 3 clusters Score -4085318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4085312.750000 Penalty: 3128.792725
	Iteration 54Q: 3 clusters Score -4085313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4085311.750000 Penalty: 3128.792725
	Iteration 55Q: 3 clusters Score -4085312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4085311.750000 Penalty: 3128.792725
	Iteration 56Q: 3 clusters Score -4085312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4085311.750000 Penalty: 3128.792725
	Iteration 57Q: 3 clusters Score -4085312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4085313.750000 Penalty: 3128.792725
	Iteration 58Q: 3 clusters Score -4085314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4085312.250000 Penalty: 3128.792725
	Iteration 59Q: 3 clusters Score -4085312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4085313.750000 Penalty: 3128.792725
	Iteration 60F: 3 clusters Score -4085314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4085313.750000 Penalty: 3128.792725
	Iteration 61Q: 3 clusters Score -4085314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4085316.250000 Penalty: 3128.792725
	Iteration 62Q: 3 clusters Score -4085316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4085313.250000 Penalty: 3128.792725
	Iteration 63Q: 3 clusters Score -4085313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4085312.500000 Penalty: 3128.792725
	Iteration 64Q: 3 clusters Score -4085312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4085312.500000 Penalty: 3128.792725
	Iteration 65F: 3 clusters Score -4085312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 34863 members 
Mstep: Class 7 contains 40276 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18101 members 
Mstep: Class 11 contains 61761 members 
Mstep: Class 12 contains 25350 members 
Mstep: Class 13 contains 47080 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 966 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 34273 members 
Mstep: Class 19 contains 34939 members 
Mstep: Class 20 contains 27896 members 
Mstep: Class 21 contains 51186 members 
Mstep: Class 22 contains 130849 members 
Mstep: Class 23 contains 10526 members 
Mstep: Class 24 contains 6730 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 4795 members 
Mstep: Class 28 contains 2533 members 
Entering Unmasked Estep 
Score: -78768296.000000 Penalty: 56277.878906
Splitting cluster 18 changes total score from -78729384.000000 to -78768296.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (34939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Entering Unmasked Estep 
Score: -3858834.250000 Penalty: 1556.650269
	Iteration 0F: 2 clusters Score -3858834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3836086.000000 Penalty: 3113.300537
	Iteration 0F: 3 clusters Score -3836086 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3844770.750000 Penalty: 3113.300537
	Iteration 1F: 3 clusters Score -3844771 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3845445.500000 Penalty: 3113.300537
	Iteration 2Q: 3 clusters Score -3845446 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3846400.500000 Penalty: 3113.300537
	Iteration 3F: 3 clusters Score -3846400 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3847802.500000 Penalty: 3113.300537
	Iteration 4F: 3 clusters Score -3847802 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3849875.250000 Penalty: 3113.300537
	Iteration 5F: 3 clusters Score -3849875 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3852286.250000 Penalty: 3113.300537
	Iteration 6F: 3 clusters Score -3852286 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3854559.000000 Penalty: 3113.300537
	Iteration 7F: 3 clusters Score -3854559 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3856373.000000 Penalty: 3113.300537
	Iteration 8F: 3 clusters Score -3856373 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3857657.750000 Penalty: 3113.300537
	Iteration 9Q: 3 clusters Score -3857658 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3858286.250000 Penalty: 3113.300537
	Iteration 10Q: 3 clusters Score -3858286 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3858496.000000 Penalty: 3113.300537
	Iteration 11Q: 3 clusters Score -3858496 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3858580.000000 Penalty: 3113.300537
	Iteration 12Q: 3 clusters Score -3858580 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3858605.250000 Penalty: 3113.300537
	Iteration 13Q: 3 clusters Score -3858605 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3858632.500000 Penalty: 3113.300537
	Iteration 14Q: 3 clusters Score -3858632 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3858643.000000 Penalty: 3113.300537
	Iteration 15Q: 3 clusters Score -3858643 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3858668.500000 Penalty: 3113.300537
	Iteration 16Q: 3 clusters Score -3858668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -3858678.500000 Penalty: 3113.300537
	Iteration 17Q: 3 clusters Score -3858678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3858695.000000 Penalty: 3113.300537
	Iteration 18Q: 3 clusters Score -3858695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3858703.750000 Penalty: 3113.300537
	Iteration 19Q: 3 clusters Score -3858704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3858702.750000 Penalty: 3113.300537
	Iteration 20F: 3 clusters Score -3858703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3858700.500000 Penalty: 3113.300537
	Iteration 21Q: 3 clusters Score -3858700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3858705.750000 Penalty: 3113.300537
	Iteration 22Q: 3 clusters Score -3858706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3858705.250000 Penalty: 3113.300537
	Iteration 23Q: 3 clusters Score -3858705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3858708.750000 Penalty: 3113.300537
	Iteration 24Q: 3 clusters Score -3858709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3858716.250000 Penalty: 3113.300537
	Iteration 25Q: 3 clusters Score -3858716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3858715.500000 Penalty: 3113.300537
	Iteration 26Q: 3 clusters Score -3858716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3858717.750000 Penalty: 3113.300537
	Iteration 27Q: 3 clusters Score -3858718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3858720.250000 Penalty: 3113.300537
	Iteration 28Q: 3 clusters Score -3858720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3858718.250000 Penalty: 3113.300537
	Iteration 29Q: 3 clusters Score -3858718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3858720.500000 Penalty: 3113.300537
	Iteration 30Q: 3 clusters Score -3858720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3858721.250000 Penalty: 3113.300537
	Iteration 31Q: 3 clusters Score -3858721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3858715.000000 Penalty: 3113.300537
	Iteration 32Q: 3 clusters Score -3858715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3858712.500000 Penalty: 3113.300537
	Iteration 33Q: 3 clusters Score -3858712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3858716.000000 Penalty: 3113.300537
	Iteration 34Q: 3 clusters Score -3858716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3858715.000000 Penalty: 3113.300537
	Iteration 35Q: 3 clusters Score -3858715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3858709.250000 Penalty: 3113.300537
	Iteration 36Q: 3 clusters Score -3858709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3858712.500000 Penalty: 3113.300537
	Iteration 37Q: 3 clusters Score -3858712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3858714.500000 Penalty: 3113.300537
	Iteration 38Q: 3 clusters Score -3858714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3858714.500000 Penalty: 3113.300537
	Iteration 39F: 3 clusters Score -3858714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Entering Unmasked Estep 
Score: -3122319.250000 Penalty: 1523.152344
	Iteration 0F: 2 clusters Score -3122319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3104166.250000 Penalty: 3046.304688
	Iteration 0F: 3 clusters Score -3104166 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3110957.500000 Penalty: 3046.304688
	Iteration 1F: 3 clusters Score -3110958 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3111451.500000 Penalty: 3046.304688
	Iteration 2Q: 3 clusters Score -3111452 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3111988.000000 Penalty: 3046.304688
	Iteration 3Q: 3 clusters Score -3111988 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3112691.500000 Penalty: 3046.304688
	Iteration 4F: 3 clusters Score -3112692 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3113648.500000 Penalty: 3046.304688
	Iteration 5F: 3 clusters Score -3113648 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3114949.000000 Penalty: 3046.304688
	Iteration 6F: 3 clusters Score -3114949 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3116418.000000 Penalty: 3046.304688
	Iteration 7F: 3 clusters Score -3116418 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3117776.750000 Penalty: 3046.304688
	Iteration 8F: 3 clusters Score -3117777 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3118864.500000 Penalty: 3046.304688
	Iteration 9Q: 3 clusters Score -3118864 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3119689.500000 Penalty: 3046.304688
	Iteration 10Q: 3 clusters Score -3119690 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3120249.750000 Penalty: 3046.304688
	Iteration 11Q: 3 clusters Score -3120250 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3120614.750000 Penalty: 3046.304688
	Iteration 12Q: 3 clusters Score -3120615 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3120790.000000 Penalty: 3046.304688
	Iteration 13Q: 3 clusters Score -3120790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3120894.750000 Penalty: 3046.304688
	Iteration 14Q: 3 clusters Score -3120895 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3120967.750000 Penalty: 3046.304688
	Iteration 15Q: 3 clusters Score -3120968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3120996.250000 Penalty: 3046.304688
	Iteration 16Q: 3 clusters Score -3120996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3121016.750000 Penalty: 3046.304688
	Iteration 17Q: 3 clusters Score -3121017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3121039.750000 Penalty: 3046.304688
	Iteration 18Q: 3 clusters Score -3121040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3121059.500000 Penalty: 3046.304688
	Iteration 19Q: 3 clusters Score -3121060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3121078.500000 Penalty: 3046.304688
	Iteration 20F: 3 clusters Score -3121078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3121087.000000 Penalty: 3046.304688
	Iteration 21Q: 3 clusters Score -3121087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3121098.000000 Penalty: 3046.304688
	Iteration 22Q: 3 clusters Score -3121098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3121107.500000 Penalty: 3046.304688
	Iteration 23Q: 3 clusters Score -3121108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3121117.000000 Penalty: 3046.304688
	Iteration 24Q: 3 clusters Score -3121117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3121116.000000 Penalty: 3046.304688
	Iteration 25Q: 3 clusters Score -3121116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3121120.250000 Penalty: 3046.304688
	Iteration 26Q: 3 clusters Score -3121120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3121121.500000 Penalty: 3046.304688
	Iteration 27Q: 3 clusters Score -3121122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3121125.750000 Penalty: 3046.304688
	Iteration 28Q: 3 clusters Score -3121126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3121126.000000 Penalty: 3046.304688
	Iteration 29Q: 3 clusters Score -3121126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3121128.000000 Penalty: 3046.304688
	Iteration 30Q: 3 clusters Score -3121128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3121131.000000 Penalty: 3046.304688
	Iteration 31Q: 3 clusters Score -3121131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3121128.250000 Penalty: 3046.304688
	Iteration 32Q: 3 clusters Score -3121128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3121130.750000 Penalty: 3046.304688
	Iteration 33Q: 3 clusters Score -3121131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3121133.250000 Penalty: 3046.304688
	Iteration 34Q: 3 clusters Score -3121133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3121133.250000 Penalty: 3046.304688
	Iteration 35F: 3 clusters Score -3121133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (130849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130849 members 
Entering Unmasked Estep 
Score: -14309837.000000 Penalty: 1753.131714
	Iteration 0F: 2 clusters Score -1.430984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -14224054.000000 Penalty: 3506.263428
	Iteration 0F: 3 clusters Score -1.422405e+07 nChanged 62472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -14261168.000000 Penalty: 3506.263428
	Iteration 1F: 3 clusters Score -1.426117e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -14262476.000000 Penalty: 3506.263428
	Iteration 2Q: 3 clusters Score -1.426248e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -14264101.000000 Penalty: 3506.263428
	Iteration 3Q: 3 clusters Score -1.42641e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -14266088.000000 Penalty: 3506.263428
	Iteration 4Q: 3 clusters Score -1.426609e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -14268672.000000 Penalty: 3506.263428
	Iteration 5Q: 3 clusters Score -1.426867e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -14272659.000000 Penalty: 3506.263428
	Iteration 6F: 3 clusters Score -1.427266e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -14278311.000000 Penalty: 3506.263428
	Iteration 7F: 3 clusters Score -1.427831e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106184 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -14285965.000000 Penalty: 3506.263428
	Iteration 8F: 3 clusters Score -1.428596e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115949 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -14294697.000000 Penalty: 3506.263428
	Iteration 9F: 3 clusters Score -1.42947e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123527 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -14301694.000000 Penalty: 3506.263428
	Iteration 10F: 3 clusters Score -1.430169e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127873 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -14305791.000000 Penalty: 3506.263428
	Iteration 11Q: 3 clusters Score -1.430579e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129628 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -14307374.000000 Penalty: 3506.263428
	Iteration 12Q: 3 clusters Score -1.430737e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130246 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14307942.000000 Penalty: 3506.263428
	Iteration 13Q: 3 clusters Score -1.430794e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130447 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -14308144.000000 Penalty: 3506.263428
	Iteration 14Q: 3 clusters Score -1.430814e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130525 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14308242.000000 Penalty: 3506.263428
	Iteration 15Q: 3 clusters Score -1.430824e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130558 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14308302.000000 Penalty: 3506.263428
	Iteration 16Q: 3 clusters Score -1.43083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130575 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14308342.000000 Penalty: 3506.263428
	Iteration 17Q: 3 clusters Score -1.430834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130586 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14308341.000000 Penalty: 3506.263428
	Iteration 18Q: 3 clusters Score -1.430834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130590 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14308349.000000 Penalty: 3506.263428
	Iteration 19Q: 3 clusters Score -1.430835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130592 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14308354.000000 Penalty: 3506.263428
	Iteration 20F: 3 clusters Score -1.430835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130595 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14308351.000000 Penalty: 3506.263428
	Iteration 21Q: 3 clusters Score -1.430835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130599 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14308350.000000 Penalty: 3506.263428
	Iteration 22Q: 3 clusters Score -1.430835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130602 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14308362.000000 Penalty: 3506.263428
	Iteration 23Q: 3 clusters Score -1.430836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130603 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -14308372.000000 Penalty: 3506.263428
	Iteration 24Q: 3 clusters Score -1.430837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130602 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14308375.000000 Penalty: 3506.263428
	Iteration 25Q: 3 clusters Score -1.430838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130602 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14308375.000000 Penalty: 3506.263428
	Iteration 26F: 3 clusters Score -1.430838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Entering Unmasked Estep 
Score: -1139133.375000 Penalty: 1378.126587
	Iteration 0F: 2 clusters Score -1139133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1131989.625000 Penalty: 2756.253174
	Iteration 0F: 3 clusters Score -1131990 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1134464.875000 Penalty: 2756.253174
	Iteration 1F: 3 clusters Score -1134465 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1134878.125000 Penalty: 2756.253174
	Iteration 2F: 3 clusters Score -1134878 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1135134.000000 Penalty: 2756.253174
	Iteration 3F: 3 clusters Score -1135134 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1135336.375000 Penalty: 2756.253174
	Iteration 4Q: 3 clusters Score -1135336 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1135503.125000 Penalty: 2756.253174
	Iteration 5Q: 3 clusters Score -1135503 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1135660.500000 Penalty: 2756.253174
	Iteration 6Q: 3 clusters Score -1135660 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1135803.625000 Penalty: 2756.253174
	Iteration 7Q: 3 clusters Score -1135804 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1135955.000000 Penalty: 2756.253174
	Iteration 8Q: 3 clusters Score -1135955 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1136108.000000 Penalty: 2756.253174
	Iteration 9Q: 3 clusters Score -1136108 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1136236.000000 Penalty: 2756.253174
	Iteration 10Q: 3 clusters Score -1136236 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1136373.375000 Penalty: 2756.253174
	Iteration 11Q: 3 clusters Score -1136373 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1136497.750000 Penalty: 2756.253174
	Iteration 12Q: 3 clusters Score -1136498 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1136622.125000 Penalty: 2756.253174
	Iteration 13Q: 3 clusters Score -1136622 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1136735.250000 Penalty: 2756.253174
	Iteration 14Q: 3 clusters Score -1136735 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1136850.125000 Penalty: 2756.253174
	Iteration 15Q: 3 clusters Score -1136850 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1136952.500000 Penalty: 2756.253174
	Iteration 16Q: 3 clusters Score -1136952 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1137035.500000 Penalty: 2756.253174
	Iteration 17Q: 3 clusters Score -1137036 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1137114.250000 Penalty: 2756.253174
	Iteration 18Q: 3 clusters Score -1137114 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1137198.000000 Penalty: 2756.253174
	Iteration 19Q: 3 clusters Score -1137198 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1137280.625000 Penalty: 2756.253174
	Iteration 20F: 3 clusters Score -1137281 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1137353.875000 Penalty: 2756.253174
	Iteration 21Q: 3 clusters Score -1137354 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1137427.500000 Penalty: 2756.253174
	Iteration 22Q: 3 clusters Score -1137428 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1137491.625000 Penalty: 2756.253174
	Iteration 23Q: 3 clusters Score -1137492 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1137537.000000 Penalty: 2756.253174
	Iteration 24Q: 3 clusters Score -1137537 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1137583.875000 Penalty: 2756.253174
	Iteration 25Q: 3 clusters Score -1137584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1137627.000000 Penalty: 2756.253174
	Iteration 26Q: 3 clusters Score -1137627 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1137660.125000 Penalty: 2756.253174
	Iteration 27Q: 3 clusters Score -1137660 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1137700.750000 Penalty: 2756.253174
	Iteration 28Q: 3 clusters Score -1137701 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1137733.875000 Penalty: 2756.253174
	Iteration 29Q: 3 clusters Score -1137734 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1137766.250000 Penalty: 2756.253174
	Iteration 30Q: 3 clusters Score -1137766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1137801.500000 Penalty: 2756.253174
	Iteration 31Q: 3 clusters Score -1137802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1137837.250000 Penalty: 2756.253174
	Iteration 32Q: 3 clusters Score -1137837 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1137872.000000 Penalty: 2756.253174
	Iteration 33Q: 3 clusters Score -1137872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1137901.625000 Penalty: 2756.253174
	Iteration 34Q: 3 clusters Score -1137902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1137927.250000 Penalty: 2756.253174
	Iteration 35Q: 3 clusters Score -1137927 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1137955.375000 Penalty: 2756.253174
	Iteration 36Q: 3 clusters Score -1137955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1137974.000000 Penalty: 2756.253174
	Iteration 37Q: 3 clusters Score -1137974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1137998.875000 Penalty: 2756.253174
	Iteration 38Q: 3 clusters Score -1137999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1138010.000000 Penalty: 2756.253174
	Iteration 39Q: 3 clusters Score -1138010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1138031.375000 Penalty: 2756.253174
	Iteration 40F: 3 clusters Score -1138031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1138050.875000 Penalty: 2756.253174
	Iteration 41Q: 3 clusters Score -1138051 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1138072.250000 Penalty: 2756.253174
	Iteration 42Q: 3 clusters Score -1138072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1138086.000000 Penalty: 2756.253174
	Iteration 43Q: 3 clusters Score -1138086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1138104.000000 Penalty: 2756.253174
	Iteration 44Q: 3 clusters Score -1138104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1138122.500000 Penalty: 2756.253174
	Iteration 45Q: 3 clusters Score -1138122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1138131.000000 Penalty: 2756.253174
	Iteration 46Q: 3 clusters Score -1138131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1138146.625000 Penalty: 2756.253174
	Iteration 47Q: 3 clusters Score -1138147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1138151.500000 Penalty: 2756.253174
	Iteration 48Q: 3 clusters Score -1138152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1138157.750000 Penalty: 2756.253174
	Iteration 49Q: 3 clusters Score -1138158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1138162.250000 Penalty: 2756.253174
	Iteration 50Q: 3 clusters Score -1138162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1138162.250000 Penalty: 2756.253174
	Iteration 51Q: 3 clusters Score -1138162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1138164.625000 Penalty: 2756.253174
	Iteration 52Q: 3 clusters Score -1138165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1138170.250000 Penalty: 2756.253174
	Iteration 53Q: 3 clusters Score -1138170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1138173.750000 Penalty: 2756.253174
	Iteration 54Q: 3 clusters Score -1138174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1138172.000000 Penalty: 2756.253174
	Iteration 55Q: 3 clusters Score -1138172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1138175.250000 Penalty: 2756.253174
	Iteration 56Q: 3 clusters Score -1138175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1138176.375000 Penalty: 2756.253174
	Iteration 57Q: 3 clusters Score -1138176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1138175.250000 Penalty: 2756.253174
	Iteration 58Q: 3 clusters Score -1138175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1138175.875000 Penalty: 2756.253174
	Iteration 59Q: 3 clusters Score -1138176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1138176.625000 Penalty: 2756.253174
	Iteration 60F: 3 clusters Score -1138177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1138177.125000 Penalty: 2756.253174
	Iteration 61Q: 3 clusters Score -1138177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1138178.500000 Penalty: 2756.253174
	Iteration 62Q: 3 clusters Score -1138178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1138179.250000 Penalty: 2756.253174
	Iteration 63Q: 3 clusters Score -1138179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1138184.125000 Penalty: 2756.253174
	Iteration 64Q: 3 clusters Score -1138184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1138188.500000 Penalty: 2756.253174
	Iteration 65Q: 3 clusters Score -1138188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1138191.375000 Penalty: 2756.253174
	Iteration 66Q: 3 clusters Score -1138191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1138195.500000 Penalty: 2756.253174
	Iteration 67Q: 3 clusters Score -1138196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1138204.625000 Penalty: 2756.253174
	Iteration 68Q: 3 clusters Score -1138205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1138210.000000 Penalty: 2756.253174
	Iteration 69Q: 3 clusters Score -1138210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1138213.625000 Penalty: 2756.253174
	Iteration 70Q: 3 clusters Score -1138214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1138220.500000 Penalty: 2756.253174
	Iteration 71Q: 3 clusters Score -1138220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1138225.875000 Penalty: 2756.253174
	Iteration 72Q: 3 clusters Score -1138226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1138228.750000 Penalty: 2756.253174
	Iteration 73Q: 3 clusters Score -1138229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1138231.375000 Penalty: 2756.253174
	Iteration 74Q: 3 clusters Score -1138231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1138234.875000 Penalty: 2756.253174
	Iteration 75Q: 3 clusters Score -1138235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1138239.375000 Penalty: 2756.253174
	Iteration 76Q: 3 clusters Score -1138239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1138240.875000 Penalty: 2756.253174
	Iteration 77Q: 3 clusters Score -1138241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1138243.750000 Penalty: 2756.253174
	Iteration 78Q: 3 clusters Score -1138244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1138244.500000 Penalty: 2756.253174
	Iteration 79Q: 3 clusters Score -1138244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1138245.625000 Penalty: 2756.253174
	Iteration 80F: 3 clusters Score -1138246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1138245.750000 Penalty: 2756.253174
	Iteration 81Q: 3 clusters Score -1138246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1138248.625000 Penalty: 2756.253174
	Iteration 82Q: 3 clusters Score -1138249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1138249.250000 Penalty: 2756.253174
	Iteration 83Q: 3 clusters Score -1138249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1138249.250000 Penalty: 2756.253174
	Iteration 84Q: 3 clusters Score -1138249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1138250.625000 Penalty: 2756.253174
	Iteration 85Q: 3 clusters Score -1138251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1138253.375000 Penalty: 2756.253174
	Iteration 86Q: 3 clusters Score -1138253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1138254.000000 Penalty: 2756.253174
	Iteration 87Q: 3 clusters Score -1138254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1138255.375000 Penalty: 2756.253174
	Iteration 88Q: 3 clusters Score -1138255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1138257.500000 Penalty: 2756.253174
	Iteration 89Q: 3 clusters Score -1138258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1138258.375000 Penalty: 2756.253174
	Iteration 90Q: 3 clusters Score -1138258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1138258.500000 Penalty: 2756.253174
	Iteration 91Q: 3 clusters Score -1138258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1138258.500000 Penalty: 2756.253174
	Iteration 92F: 3 clusters Score -1138258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 31226 members 
Mstep: Class 3 contains 18899 members 
Mstep: Class 4 contains 6186 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 34863 members 
Mstep: Class 7 contains 40276 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18101 members 
Mstep: Class 11 contains 61761 members 
Mstep: Class 12 contains 25350 members 
Mstep: Class 13 contains 47080 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 966 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 34273 members 
Mstep: Class 19 contains 34939 members 
Mstep: Class 20 contains 27896 members 
Mstep: Class 22 contains 130849 members 
Mstep: Class 23 contains 10526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78772144.000000 Penalty: 56277.878906
Iteration 79Q: 29 clusters Score -7.877214e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 31295 members 
Mstep: Class 3 contains 19060 members 
Mstep: Class 4 contains 6185 members 
Mstep: Class 5 contains 24566 members 
Mstep: Class 6 contains 34639 members 
Mstep: Class 7 contains 40336 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18089 members 
Mstep: Class 11 contains 61792 members 
Mstep: Class 12 contains 25476 members 
Mstep: Class 13 contains 46878 members 
Mstep: Class 14 contains 816 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 911 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 34518 members 
Mstep: Class 19 contains 35179 members 
Mstep: Class 20 contains 27897 members 
Mstep: Class 21 contains 50538 members 
Mstep: Class 22 contains 131009 members 
Mstep: Class 23 contains 10730 members 
Mstep: Class 24 contains 6794 members 
Mstep: Class 25 contains 943 members 
Mstep: Class 26 contains 5640 members 
Mstep: Class 27 contains 4634 members 
Mstep: Class 28 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78775216.000000 Penalty: 56277.878906
Iteration 80F: 29 clusters Score -7.877522e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 31268 members 
Mstep: Class 3 contains 19095 members 
Mstep: Class 4 contains 6237 members 
Mstep: Class 5 contains 24552 members 
Mstep: Class 6 contains 34564 members 
Mstep: Class 7 contains 40294 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 15265 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 61386 members 
Mstep: Class 12 contains 24856 members 
Mstep: Class 13 contains 46003 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 892 members 
Mstep: Class 17 contains 1846 members 
Mstep: Class 18 contains 34588 members 
Mstep: Class 19 contains 35034 members 
Mstep: Class 20 contains 27874 members 
Mstep: Class 21 contains 51103 members 
Mstep: Class 22 contains 130905 members 
Mstep: Class 23 contains 10818 members 
Mstep: Class 24 contains 7488 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 5992 members 
Mstep: Class 27 contains 5152 members 
Mstep: Class 28 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78776400.000000 Penalty: 56277.878906
Iteration 81Q: 29 clusters Score -7.87764e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 31262 members 
Mstep: Class 3 contains 19128 members 
Mstep: Class 4 contains 6254 members 
Mstep: Class 5 contains 24552 members 
Mstep: Class 6 contains 34585 members 
Mstep: Class 7 contains 40291 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 15263 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 61033 members 
Mstep: Class 12 contains 24543 members 
Mstep: Class 13 contains 45227 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 897 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 34629 members 
Mstep: Class 19 contains 34947 members 
Mstep: Class 20 contains 27867 members 
Mstep: Class 21 contains 51302 members 
Mstep: Class 22 contains 130868 members 
Mstep: Class 23 contains 10895 members 
Mstep: Class 24 contains 7919 members 
Mstep: Class 25 contains 951 members 
Mstep: Class 26 contains 6246 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78776992.000000 Penalty: 56277.878906
Iteration 82Q: 29 clusters Score -7.877699e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 31270 members 
Mstep: Class 3 contains 19136 members 
Mstep: Class 4 contains 6264 members 
Mstep: Class 5 contains 24553 members 
Mstep: Class 6 contains 34625 members 
Mstep: Class 7 contains 40299 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 15264 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 60686 members 
Mstep: Class 12 contains 24348 members 
Mstep: Class 13 contains 44579 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 907 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 34651 members 
Mstep: Class 19 contains 34853 members 
Mstep: Class 20 contains 27864 members 
Mstep: Class 21 contains 51389 members 
Mstep: Class 22 contains 130852 members 
Mstep: Class 23 contains 10978 members 
Mstep: Class 24 contains 8278 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 6421 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78777568.000000 Penalty: 56277.878906
Iteration 83Q: 29 clusters Score -7.877757e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 31277 members 
Mstep: Class 3 contains 19140 members 
Mstep: Class 4 contains 6275 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 34677 members 
Mstep: Class 7 contains 40305 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 15265 members 
Mstep: Class 10 contains 18083 members 
Mstep: Class 11 contains 60330 members 
Mstep: Class 12 contains 24201 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 925 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 34679 members 
Mstep: Class 19 contains 34725 members 
Mstep: Class 20 contains 27867 members 
Mstep: Class 21 contains 51425 members 
Mstep: Class 22 contains 130853 members 
Mstep: Class 23 contains 11049 members 
Mstep: Class 24 contains 8573 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 6221 members 
Mstep: Class 28 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78777976.000000 Penalty: 56277.878906
Iteration 84Q: 29 clusters Score -7.877798e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 31287 members 
Mstep: Class 3 contains 19142 members 
Mstep: Class 4 contains 6264 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 34740 members 
Mstep: Class 7 contains 40310 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 15265 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 60022 members 
Mstep: Class 12 contains 24080 members 
Mstep: Class 13 contains 43661 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 946 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 34706 members 
Mstep: Class 19 contains 34568 members 
Mstep: Class 20 contains 27873 members 
Mstep: Class 21 contains 51446 members 
Mstep: Class 22 contains 130863 members 
Mstep: Class 23 contains 11084 members 
Mstep: Class 24 contains 8791 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 6744 members 
Mstep: Class 27 contains 6466 members 
Mstep: Class 28 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78778360.000000 Penalty: 56277.878906
Iteration 85Q: 29 clusters Score -7.877836e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 31295 members 
Mstep: Class 3 contains 19142 members 
Mstep: Class 4 contains 6253 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 34773 members 
Mstep: Class 7 contains 40313 members 
Mstep: Class 8 contains 501 members 
Mstep: Class 9 contains 15265 members 
Mstep: Class 10 contains 18086 members 
Mstep: Class 11 contains 59717 members 
Mstep: Class 12 contains 24003 members 
Mstep: Class 13 contains 43290 members 
Mstep: Class 14 contains 884 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 964 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34724 members 
Mstep: Class 19 contains 34407 members 
Mstep: Class 20 contains 27876 members 
Mstep: Class 21 contains 51454 members 
Mstep: Class 22 contains 130879 members 
Mstep: Class 23 contains 11129 members 
Mstep: Class 24 contains 8975 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 6899 members 
Mstep: Class 27 contains 6720 members 
Mstep: Class 28 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78778768.000000 Penalty: 56277.878906
Iteration 86Q: 29 clusters Score -7.877877e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 31302 members 
Mstep: Class 3 contains 19143 members 
Mstep: Class 4 contains 6240 members 
Mstep: Class 5 contains 24553 members 
Mstep: Class 6 contains 34802 members 
Mstep: Class 7 contains 40315 members 
Mstep: Class 8 contains 496 members 
Mstep: Class 9 contains 15265 members 
Mstep: Class 10 contains 18089 members 
Mstep: Class 11 contains 59373 members 
Mstep: Class 12 contains 23942 members 
Mstep: Class 13 contains 42986 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 34719 members 
Mstep: Class 19 contains 34246 members 
Mstep: Class 20 contains 27877 members 
Mstep: Class 21 contains 51450 members 
Mstep: Class 22 contains 130890 members 
Mstep: Class 23 contains 11178 members 
Mstep: Class 24 contains 9126 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 7051 members 
Mstep: Class 27 contains 6935 members 
Mstep: Class 28 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78778944.000000 Penalty: 56277.878906
Iteration 87Q: 29 clusters Score -7.877894e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 31309 members 
Mstep: Class 3 contains 19145 members 
Mstep: Class 4 contains 6214 members 
Mstep: Class 5 contains 24551 members 
Mstep: Class 6 contains 34834 members 
Mstep: Class 7 contains 40316 members 
Mstep: Class 8 contains 499 members 
Mstep: Class 9 contains 15265 members 
Mstep: Class 10 contains 18088 members 
Mstep: Class 11 contains 59083 members 
Mstep: Class 12 contains 23865 members 
Mstep: Class 13 contains 42746 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 1010 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 34724 members 
Mstep: Class 19 contains 34101 members 
Mstep: Class 20 contains 27879 members 
Mstep: Class 21 contains 51454 members 
Mstep: Class 22 contains 130892 members 
Mstep: Class 23 contains 11218 members 
Mstep: Class 24 contains 9258 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 7183 members 
Mstep: Class 27 contains 7098 members 
Mstep: Class 28 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78779240.000000 Penalty: 56277.878906
Iteration 88Q: 29 clusters Score -7.877924e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 31303 members 
Mstep: Class 3 contains 19148 members 
Mstep: Class 4 contains 6189 members 
Mstep: Class 5 contains 24551 members 
Mstep: Class 6 contains 34865 members 
Mstep: Class 7 contains 40316 members 
Mstep: Class 8 contains 504 members 
Mstep: Class 9 contains 15265 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 58778 members 
Mstep: Class 12 contains 23804 members 
Mstep: Class 13 contains 42529 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 1032 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 34728 members 
Mstep: Class 19 contains 33940 members 
Mstep: Class 20 contains 27879 members 
Mstep: Class 21 contains 51455 members 
Mstep: Class 22 contains 130888 members 
Mstep: Class 23 contains 11262 members 
Mstep: Class 24 contains 9388 members 
Mstep: Class 25 contains 1067 members 
Mstep: Class 26 contains 7336 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78779592.000000 Penalty: 56277.878906
Iteration 89Q: 29 clusters Score -7.877959e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 31301 members 
Mstep: Class 3 contains 19151 members 
Mstep: Class 4 contains 6176 members 
Mstep: Class 5 contains 24551 members 
Mstep: Class 6 contains 34891 members 
Mstep: Class 7 contains 40319 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 15266 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 58483 members 
Mstep: Class 12 contains 23749 members 
Mstep: Class 13 contains 42348 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 1064 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 34733 members 
Mstep: Class 19 contains 33811 members 
Mstep: Class 20 contains 27880 members 
Mstep: Class 21 contains 51448 members 
Mstep: Class 22 contains 130886 members 
Mstep: Class 23 contains 11333 members 
Mstep: Class 24 contains 9503 members 
Mstep: Class 25 contains 1093 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 7352 members 
Mstep: Class 28 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78779864.000000 Penalty: 56277.878906
Iteration 90Q: 29 clusters Score -7.877986e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 31302 members 
Mstep: Class 3 contains 19151 members 
Mstep: Class 4 contains 6152 members 
Mstep: Class 5 contains 24551 members 
Mstep: Class 6 contains 34917 members 
Mstep: Class 7 contains 40316 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 15267 members 
Mstep: Class 10 contains 18094 members 
Mstep: Class 11 contains 58183 members 
Mstep: Class 12 contains 23703 members 
Mstep: Class 13 contains 42210 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 34737 members 
Mstep: Class 19 contains 33700 members 
Mstep: Class 20 contains 27880 members 
Mstep: Class 21 contains 51445 members 
Mstep: Class 22 contains 130883 members 
Mstep: Class 23 contains 11383 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 1111 members 
Mstep: Class 26 contains 7598 members 
Mstep: Class 27 contains 7427 members 
Mstep: Class 28 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78780152.000000 Penalty: 56277.878906
Iteration 91Q: 29 clusters Score -7.878015e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 31300 members 
Mstep: Class 3 contains 19152 members 
Mstep: Class 4 contains 6145 members 
Mstep: Class 5 contains 24552 members 
Mstep: Class 6 contains 34942 members 
Mstep: Class 7 contains 40316 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 15267 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 57883 members 
Mstep: Class 12 contains 23639 members 
Mstep: Class 13 contains 42078 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 34730 members 
Mstep: Class 19 contains 33586 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 130882 members 
Mstep: Class 23 contains 11442 members 
Mstep: Class 24 contains 9662 members 
Mstep: Class 25 contains 1136 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78780304.000000 Penalty: 56277.878906
Iteration 92Q: 29 clusters Score -7.87803e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 31301 members 
Mstep: Class 3 contains 19153 members 
Mstep: Class 4 contains 6119 members 
Mstep: Class 5 contains 24552 members 
Mstep: Class 6 contains 34959 members 
Mstep: Class 7 contains 40315 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 15267 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 57639 members 
Mstep: Class 12 contains 23582 members 
Mstep: Class 13 contains 41945 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 34730 members 
Mstep: Class 19 contains 33485 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51444 members 
Mstep: Class 22 contains 130882 members 
Mstep: Class 23 contains 11479 members 
Mstep: Class 24 contains 9754 members 
Mstep: Class 25 contains 1161 members 
Mstep: Class 26 contains 7826 members 
Mstep: Class 27 contains 7589 members 
Mstep: Class 28 contains 2501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78780640.000000 Penalty: 56277.878906
Iteration 93Q: 29 clusters Score -7.878064e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 31305 members 
Mstep: Class 3 contains 19156 members 
Mstep: Class 4 contains 6097 members 
Mstep: Class 5 contains 24552 members 
Mstep: Class 6 contains 34974 members 
Mstep: Class 7 contains 40315 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 15267 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 57408 members 
Mstep: Class 12 contains 23537 members 
Mstep: Class 13 contains 41822 members 
Mstep: Class 14 contains 1070 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1275 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34729 members 
Mstep: Class 19 contains 33377 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51444 members 
Mstep: Class 22 contains 130876 members 
Mstep: Class 23 contains 11531 members 
Mstep: Class 24 contains 9832 members 
Mstep: Class 25 contains 1179 members 
Mstep: Class 26 contains 7932 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78780704.000000 Penalty: 56277.878906
Iteration 94Q: 29 clusters Score -7.87807e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 92438 members 
Mstep: Class 2 contains 31306 members 
Mstep: Class 3 contains 19156 members 
Mstep: Class 4 contains 6081 members 
Mstep: Class 5 contains 24553 members 
Mstep: Class 6 contains 34990 members 
Mstep: Class 7 contains 40314 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 15267 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 57179 members 
Mstep: Class 12 contains 23496 members 
Mstep: Class 13 contains 41712 members 
Mstep: Class 14 contains 1077 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34729 members 
Mstep: Class 19 contains 33255 members 
Mstep: Class 20 contains 27884 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 130878 members 
Mstep: Class 23 contains 11602 members 
Mstep: Class 24 contains 9899 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 8029 members 
Mstep: Class 27 contains 7707 members 
Mstep: Class 28 contains 2479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78780912.000000 Penalty: 56277.878906
Iteration 95Q: 29 clusters Score -7.878091e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 31310 members 
Mstep: Class 3 contains 19158 members 
Mstep: Class 4 contains 6058 members 
Mstep: Class 5 contains 24553 members 
Mstep: Class 6 contains 35005 members 
Mstep: Class 7 contains 40312 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 15268 members 
Mstep: Class 10 contains 18093 members 
Mstep: Class 11 contains 56914 members 
Mstep: Class 12 contains 23457 members 
Mstep: Class 13 contains 41597 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34730 members 
Mstep: Class 19 contains 33115 members 
Mstep: Class 20 contains 27884 members 
Mstep: Class 21 contains 51441 members 
Mstep: Class 22 contains 130881 members 
Mstep: Class 23 contains 11681 members 
Mstep: Class 24 contains 9967 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 8134 members 
Mstep: Class 27 contains 7777 members 
Mstep: Class 28 contains 2476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78780976.000000 Penalty: 56277.878906
Iteration 96Q: 29 clusters Score -7.878098e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 31312 members 
Mstep: Class 3 contains 19160 members 
Mstep: Class 4 contains 6039 members 
Mstep: Class 5 contains 24553 members 
Mstep: Class 6 contains 35015 members 
Mstep: Class 7 contains 40314 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 56667 members 
Mstep: Class 12 contains 23423 members 
Mstep: Class 13 contains 41483 members 
Mstep: Class 14 contains 1114 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34732 members 
Mstep: Class 19 contains 32970 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51439 members 
Mstep: Class 22 contains 130879 members 
Mstep: Class 23 contains 11769 members 
Mstep: Class 24 contains 10035 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 8200 members 
Mstep: Class 27 contains 7893 members 
Mstep: Class 28 contains 2473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78781008.000000 Penalty: 56277.878906
Iteration 97Q: 29 clusters Score -7.878101e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 92815 members 
Mstep: Class 2 contains 31317 members 
Mstep: Class 3 contains 19162 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35023 members 
Mstep: Class 7 contains 40315 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18089 members 
Mstep: Class 11 contains 56410 members 
Mstep: Class 12 contains 23395 members 
Mstep: Class 13 contains 41388 members 
Mstep: Class 14 contains 1136 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 32845 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51440 members 
Mstep: Class 22 contains 130875 members 
Mstep: Class 23 contains 11858 members 
Mstep: Class 24 contains 10089 members 
Mstep: Class 25 contains 1193 members 
Mstep: Class 26 contains 8264 members 
Mstep: Class 27 contains 7986 members 
Mstep: Class 28 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78781392.000000 Penalty: 56277.878906
Iteration 98Q: 29 clusters Score -7.878139e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 31321 members 
Mstep: Class 3 contains 19164 members 
Mstep: Class 4 contains 6008 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 35038 members 
Mstep: Class 7 contains 40314 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18089 members 
Mstep: Class 11 contains 56169 members 
Mstep: Class 12 contains 23369 members 
Mstep: Class 13 contains 41295 members 
Mstep: Class 14 contains 1152 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34736 members 
Mstep: Class 19 contains 32731 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51439 members 
Mstep: Class 22 contains 130880 members 
Mstep: Class 23 contains 11918 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 8348 members 
Mstep: Class 27 contains 8067 members 
Mstep: Class 28 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78781680.000000 Penalty: 56277.878906
Iteration 99Q: 29 clusters Score -7.878168e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 31323 members 
Mstep: Class 3 contains 19166 members 
Mstep: Class 4 contains 6002 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 35052 members 
Mstep: Class 7 contains 40314 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 15268 members 
Mstep: Class 10 contains 18089 members 
Mstep: Class 11 contains 55954 members 
Mstep: Class 12 contains 23344 members 
Mstep: Class 13 contains 41213 members 
Mstep: Class 14 contains 1166 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34738 members 
Mstep: Class 19 contains 32615 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51441 members 
Mstep: Class 22 contains 130885 members 
Mstep: Class 23 contains 11997 members 
Mstep: Class 24 contains 10138 members 
Mstep: Class 25 contains 1203 members 
Mstep: Class 26 contains 8437 members 
Mstep: Class 27 contains 8144 members 
Mstep: Class 28 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78781744.000000 Penalty: 56277.878906
Iteration 100F: 29 clusters Score -7.878174e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 31323 members 
Mstep: Class 3 contains 19169 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 35063 members 
Mstep: Class 7 contains 40313 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 15268 members 
Mstep: Class 10 contains 18090 members 
Mstep: Class 11 contains 55777 members 
Mstep: Class 12 contains 23308 members 
Mstep: Class 13 contains 41135 members 
Mstep: Class 14 contains 1181 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1685 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34739 members 
Mstep: Class 19 contains 32511 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51440 members 
Mstep: Class 22 contains 130865 members 
Mstep: Class 23 contains 12052 members 
Mstep: Class 24 contains 10162 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 8506 members 
Mstep: Class 27 contains 8223 members 
Mstep: Class 28 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78781912.000000 Penalty: 56277.878906
Iteration 101Q: 29 clusters Score -7.878191e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 31323 members 
Mstep: Class 3 contains 19170 members 
Mstep: Class 4 contains 6005 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35072 members 
Mstep: Class 7 contains 40313 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 15268 members 
Mstep: Class 10 contains 18088 members 
Mstep: Class 11 contains 55583 members 
Mstep: Class 12 contains 23284 members 
Mstep: Class 13 contains 41055 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34738 members 
Mstep: Class 19 contains 32425 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51441 members 
Mstep: Class 22 contains 130853 members 
Mstep: Class 23 contains 12128 members 
Mstep: Class 24 contains 10179 members 
Mstep: Class 25 contains 1267 members 
Mstep: Class 26 contains 8543 members 
Mstep: Class 27 contains 8309 members 
Mstep: Class 28 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78781920.000000 Penalty: 56277.878906
Iteration 102Q: 29 clusters Score -7.878192e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 31322 members 
Mstep: Class 3 contains 19171 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 35075 members 
Mstep: Class 7 contains 40313 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 15268 members 
Mstep: Class 10 contains 18087 members 
Mstep: Class 11 contains 55395 members 
Mstep: Class 12 contains 23255 members 
Mstep: Class 13 contains 40989 members 
Mstep: Class 14 contains 1223 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1744 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34741 members 
Mstep: Class 19 contains 32349 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51439 members 
Mstep: Class 22 contains 130844 members 
Mstep: Class 23 contains 12202 members 
Mstep: Class 24 contains 10211 members 
Mstep: Class 25 contains 1284 members 
Mstep: Class 26 contains 8574 members 
Mstep: Class 27 contains 8360 members 
Mstep: Class 28 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782296.000000 Penalty: 56277.878906
Iteration 103Q: 29 clusters Score -7.87823e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 31321 members 
Mstep: Class 3 contains 19171 members 
Mstep: Class 4 contains 5988 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35084 members 
Mstep: Class 7 contains 40314 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18085 members 
Mstep: Class 11 contains 55239 members 
Mstep: Class 12 contains 23234 members 
Mstep: Class 13 contains 40927 members 
Mstep: Class 14 contains 1247 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34740 members 
Mstep: Class 19 contains 32270 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51438 members 
Mstep: Class 22 contains 130834 members 
Mstep: Class 23 contains 12251 members 
Mstep: Class 24 contains 10225 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 8611 members 
Mstep: Class 27 contains 8448 members 
Mstep: Class 28 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782400.000000 Penalty: 56277.878906
Iteration 104Q: 29 clusters Score -7.87824e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 31322 members 
Mstep: Class 3 contains 19168 members 
Mstep: Class 4 contains 5972 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 35089 members 
Mstep: Class 7 contains 40315 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 55083 members 
Mstep: Class 12 contains 23201 members 
Mstep: Class 13 contains 40875 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34734 members 
Mstep: Class 19 contains 32198 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51435 members 
Mstep: Class 22 contains 130821 members 
Mstep: Class 23 contains 12292 members 
Mstep: Class 24 contains 10254 members 
Mstep: Class 25 contains 1337 members 
Mstep: Class 26 contains 8669 members 
Mstep: Class 27 contains 8504 members 
Mstep: Class 28 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782616.000000 Penalty: 56277.878906
Iteration 105Q: 29 clusters Score -7.878262e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 31323 members 
Mstep: Class 3 contains 19169 members 
Mstep: Class 4 contains 5971 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 35097 members 
Mstep: Class 7 contains 40315 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 54975 members 
Mstep: Class 12 contains 23180 members 
Mstep: Class 13 contains 40811 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34725 members 
Mstep: Class 19 contains 32136 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51435 members 
Mstep: Class 22 contains 130794 members 
Mstep: Class 23 contains 12313 members 
Mstep: Class 24 contains 10269 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 8703 members 
Mstep: Class 27 contains 8558 members 
Mstep: Class 28 contains 2445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782784.000000 Penalty: 56277.878906
Iteration 106Q: 29 clusters Score -7.878278e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93663 members 
Mstep: Class 2 contains 31323 members 
Mstep: Class 3 contains 19169 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 35101 members 
Mstep: Class 7 contains 40313 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18085 members 
Mstep: Class 11 contains 54853 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 40754 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34719 members 
Mstep: Class 19 contains 32084 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 130768 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 10286 members 
Mstep: Class 25 contains 1429 members 
Mstep: Class 26 contains 8729 members 
Mstep: Class 27 contains 8612 members 
Mstep: Class 28 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783000.000000 Penalty: 56277.878906
Iteration 107Q: 29 clusters Score -7.8783e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93735 members 
Mstep: Class 2 contains 31321 members 
Mstep: Class 3 contains 19171 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35104 members 
Mstep: Class 7 contains 40312 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18086 members 
Mstep: Class 11 contains 54731 members 
Mstep: Class 12 contains 23155 members 
Mstep: Class 13 contains 40696 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1874 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 34717 members 
Mstep: Class 19 contains 32046 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 130737 members 
Mstep: Class 23 contains 12363 members 
Mstep: Class 24 contains 10289 members 
Mstep: Class 25 contains 1474 members 
Mstep: Class 26 contains 8764 members 
Mstep: Class 27 contains 8660 members 
Mstep: Class 28 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782856.000000 Penalty: 56277.878906
Iteration 108Q: 29 clusters Score -7.878286e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 31324 members 
Mstep: Class 3 contains 19170 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 35108 members 
Mstep: Class 7 contains 40311 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18086 members 
Mstep: Class 11 contains 54641 members 
Mstep: Class 12 contains 23139 members 
Mstep: Class 13 contains 40658 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 34725 members 
Mstep: Class 19 contains 32011 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51438 members 
Mstep: Class 22 contains 130713 members 
Mstep: Class 23 contains 12386 members 
Mstep: Class 24 contains 10293 members 
Mstep: Class 25 contains 1507 members 
Mstep: Class 26 contains 8786 members 
Mstep: Class 27 contains 8701 members 
Mstep: Class 28 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782912.000000 Penalty: 56277.878906
Iteration 109Q: 29 clusters Score -7.878291e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 31325 members 
Mstep: Class 3 contains 19170 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 35107 members 
Mstep: Class 7 contains 40311 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18085 members 
Mstep: Class 11 contains 54530 members 
Mstep: Class 12 contains 23134 members 
Mstep: Class 13 contains 40631 members 
Mstep: Class 14 contains 1360 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34727 members 
Mstep: Class 19 contains 31974 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51435 members 
Mstep: Class 22 contains 130694 members 
Mstep: Class 23 contains 12421 members 
Mstep: Class 24 contains 10308 members 
Mstep: Class 25 contains 1529 members 
Mstep: Class 26 contains 8788 members 
Mstep: Class 27 contains 8745 members 
Mstep: Class 28 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782816.000000 Penalty: 56277.878906
Iteration 110Q: 29 clusters Score -7.878282e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 31323 members 
Mstep: Class 3 contains 19170 members 
Mstep: Class 4 contains 5931 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 35115 members 
Mstep: Class 7 contains 40311 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 54409 members 
Mstep: Class 12 contains 23115 members 
Mstep: Class 13 contains 40603 members 
Mstep: Class 14 contains 1380 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34719 members 
Mstep: Class 19 contains 31943 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51435 members 
Mstep: Class 22 contains 130676 members 
Mstep: Class 23 contains 12463 members 
Mstep: Class 24 contains 10312 members 
Mstep: Class 25 contains 1569 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 8766 members 
Mstep: Class 28 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782912.000000 Penalty: 56277.878906
Iteration 111Q: 29 clusters Score -7.878291e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 31318 members 
Mstep: Class 3 contains 19171 members 
Mstep: Class 4 contains 5924 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 35120 members 
Mstep: Class 7 contains 40308 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 54295 members 
Mstep: Class 12 contains 23094 members 
Mstep: Class 13 contains 40578 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1972 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34721 members 
Mstep: Class 19 contains 31908 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 130670 members 
Mstep: Class 23 contains 12506 members 
Mstep: Class 24 contains 10315 members 
Mstep: Class 25 contains 1597 members 
Mstep: Class 26 contains 8861 members 
Mstep: Class 27 contains 8793 members 
Mstep: Class 28 contains 2418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782928.000000 Penalty: 56277.878906
Iteration 112Q: 29 clusters Score -7.878293e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 31317 members 
Mstep: Class 3 contains 19174 members 
Mstep: Class 4 contains 5926 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 35124 members 
Mstep: Class 7 contains 40307 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18085 members 
Mstep: Class 11 contains 54193 members 
Mstep: Class 12 contains 23089 members 
Mstep: Class 13 contains 40554 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 1992 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34721 members 
Mstep: Class 19 contains 31879 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 130656 members 
Mstep: Class 23 contains 12539 members 
Mstep: Class 24 contains 10317 members 
Mstep: Class 25 contains 1620 members 
Mstep: Class 26 contains 8883 members 
Mstep: Class 27 contains 8824 members 
Mstep: Class 28 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782944.000000 Penalty: 56277.878906
Iteration 113Q: 29 clusters Score -7.878294e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 31314 members 
Mstep: Class 3 contains 19174 members 
Mstep: Class 4 contains 5917 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 35130 members 
Mstep: Class 7 contains 40306 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 54106 members 
Mstep: Class 12 contains 23078 members 
Mstep: Class 13 contains 40534 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2011 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34726 members 
Mstep: Class 19 contains 31858 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51432 members 
Mstep: Class 22 contains 130644 members 
Mstep: Class 23 contains 12566 members 
Mstep: Class 24 contains 10317 members 
Mstep: Class 25 contains 1633 members 
Mstep: Class 26 contains 8917 members 
Mstep: Class 27 contains 8852 members 
Mstep: Class 28 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782896.000000 Penalty: 56277.878906
Iteration 114Q: 29 clusters Score -7.87829e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 31312 members 
Mstep: Class 3 contains 19174 members 
Mstep: Class 4 contains 5910 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 35132 members 
Mstep: Class 7 contains 40304 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 54035 members 
Mstep: Class 12 contains 23067 members 
Mstep: Class 13 contains 40522 members 
Mstep: Class 14 contains 1425 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2035 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34728 members 
Mstep: Class 19 contains 31841 members 
Mstep: Class 20 contains 27884 members 
Mstep: Class 21 contains 51429 members 
Mstep: Class 22 contains 130630 members 
Mstep: Class 23 contains 12600 members 
Mstep: Class 24 contains 10326 members 
Mstep: Class 25 contains 1657 members 
Mstep: Class 26 contains 8912 members 
Mstep: Class 27 contains 8867 members 
Mstep: Class 28 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78782968.000000 Penalty: 56277.878906
Iteration 115Q: 29 clusters Score -7.878297e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 31310 members 
Mstep: Class 3 contains 19175 members 
Mstep: Class 4 contains 5898 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35132 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 53963 members 
Mstep: Class 12 contains 23053 members 
Mstep: Class 13 contains 40507 members 
Mstep: Class 14 contains 1433 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34732 members 
Mstep: Class 19 contains 31815 members 
Mstep: Class 20 contains 27884 members 
Mstep: Class 21 contains 51426 members 
Mstep: Class 22 contains 130623 members 
Mstep: Class 23 contains 12632 members 
Mstep: Class 24 contains 10338 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 8922 members 
Mstep: Class 27 contains 8888 members 
Mstep: Class 28 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783000.000000 Penalty: 56277.878906
Iteration 116Q: 29 clusters Score -7.8783e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 31307 members 
Mstep: Class 3 contains 19175 members 
Mstep: Class 4 contains 5891 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35135 members 
Mstep: Class 7 contains 40304 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18085 members 
Mstep: Class 11 contains 53885 members 
Mstep: Class 12 contains 23042 members 
Mstep: Class 13 contains 40487 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34737 members 
Mstep: Class 19 contains 31794 members 
Mstep: Class 20 contains 27884 members 
Mstep: Class 21 contains 51424 members 
Mstep: Class 22 contains 130609 members 
Mstep: Class 23 contains 12674 members 
Mstep: Class 24 contains 10347 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 8931 members 
Mstep: Class 27 contains 8925 members 
Mstep: Class 28 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783136.000000 Penalty: 56277.878906
Iteration 117Q: 29 clusters Score -7.878314e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 31305 members 
Mstep: Class 3 contains 19175 members 
Mstep: Class 4 contains 5886 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35142 members 
Mstep: Class 7 contains 40304 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18085 members 
Mstep: Class 11 contains 53828 members 
Mstep: Class 12 contains 23028 members 
Mstep: Class 13 contains 40470 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34740 members 
Mstep: Class 19 contains 31776 members 
Mstep: Class 20 contains 27884 members 
Mstep: Class 21 contains 51423 members 
Mstep: Class 22 contains 130593 members 
Mstep: Class 23 contains 12710 members 
Mstep: Class 24 contains 10347 members 
Mstep: Class 25 contains 1730 members 
Mstep: Class 26 contains 8947 members 
Mstep: Class 27 contains 8947 members 
Mstep: Class 28 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783112.000000 Penalty: 56277.878906
Iteration 118Q: 29 clusters Score -7.878311e+07 nChanged 342
Entering ConstructFrom: 
Score: -78783112.000000 Penalty: 56277.878906
Entering ConstructFrom: 
Trying to split cluster 1 (94051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Entering Unmasked Estep 
Score: -10392725.000000 Penalty: 1703.996948
	Iteration 0F: 2 clusters Score -1.039272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -10331130.000000 Penalty: 3407.993896
	Iteration 0F: 3 clusters Score -1.033113e+07 nChanged 44264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -10356439.000000 Penalty: 3407.993896
	Iteration 1F: 3 clusters Score -1.035644e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -10357436.000000 Penalty: 3407.993896
	Iteration 2Q: 3 clusters Score -1.035744e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -10358777.000000 Penalty: 3407.993896
	Iteration 3Q: 3 clusters Score -1.035878e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -10360564.000000 Penalty: 3407.993896
	Iteration 4Q: 3 clusters Score -1.036056e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -10362907.000000 Penalty: 3407.993896
	Iteration 5F: 3 clusters Score -1.036291e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -10366032.000000 Penalty: 3407.993896
	Iteration 6F: 3 clusters Score -1.036603e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -10369654.000000 Penalty: 3407.993896
	Iteration 7F: 3 clusters Score -1.036965e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -10373446.000000 Penalty: 3407.993896
	Iteration 8F: 3 clusters Score -1.037345e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 74457 members 
Entering Unmasked Estep 
Score: -10377375.000000 Penalty: 3407.993896
	Iteration 9F: 3 clusters Score -1.037738e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -10381024.000000 Penalty: 3407.993896
	Iteration 10F: 3 clusters Score -1.038102e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -10384230.000000 Penalty: 3407.993896
	Iteration 11Q: 3 clusters Score -1.038423e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 87011 members 
Entering Unmasked Estep 
Score: -10386940.000000 Penalty: 3407.993896
	Iteration 12Q: 3 clusters Score -1.038694e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -10388661.000000 Penalty: 3407.993896
	Iteration 13Q: 3 clusters Score -1.038866e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -10389735.000000 Penalty: 3407.993896
	Iteration 14Q: 3 clusters Score -1.038974e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -10390434.000000 Penalty: 3407.993896
	Iteration 15Q: 3 clusters Score -1.039043e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 92542 members 
Entering Unmasked Estep 
Score: -10390890.000000 Penalty: 3407.993896
	Iteration 16Q: 3 clusters Score -1.039089e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 92904 members 
Entering Unmasked Estep 
Score: -10391129.000000 Penalty: 3407.993896
	Iteration 17Q: 3 clusters Score -1.039113e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -10391283.000000 Penalty: 3407.993896
	Iteration 18Q: 3 clusters Score -1.039128e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -10391357.000000 Penalty: 3407.993896
	Iteration 19Q: 3 clusters Score -1.039136e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -10391410.000000 Penalty: 3407.993896
	Iteration 20F: 3 clusters Score -1.039141e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
Score: -10391448.000000 Penalty: 3407.993896
	Iteration 21Q: 3 clusters Score -1.039145e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 93346 members 
Entering Unmasked Estep 
Score: -10391472.000000 Penalty: 3407.993896
	Iteration 22Q: 3 clusters Score -1.039147e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 93359 members 
Entering Unmasked Estep 
Score: -10391484.000000 Penalty: 3407.993896
	Iteration 23Q: 3 clusters Score -1.039148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -10391509.000000 Penalty: 3407.993896
	Iteration 24Q: 3 clusters Score -1.039151e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -10391518.000000 Penalty: 3407.993896
	Iteration 25Q: 3 clusters Score -1.039152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -10391534.000000 Penalty: 3407.993896
	Iteration 26Q: 3 clusters Score -1.039153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 93410 members 
Entering Unmasked Estep 
Score: -10391548.000000 Penalty: 3407.993896
	Iteration 27Q: 3 clusters Score -1.039155e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -10391567.000000 Penalty: 3407.993896
	Iteration 28Q: 3 clusters Score -1.039157e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -10391580.000000 Penalty: 3407.993896
	Iteration 29Q: 3 clusters Score -1.039158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -10391583.000000 Penalty: 3407.993896
	Iteration 30Q: 3 clusters Score -1.039158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 93428 members 
Entering Unmasked Estep 
Score: -10391588.000000 Penalty: 3407.993896
	Iteration 31Q: 3 clusters Score -1.039159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -10391590.000000 Penalty: 3407.993896
	Iteration 32Q: 3 clusters Score -1.039159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -10391610.000000 Penalty: 3407.993896
	Iteration 33Q: 3 clusters Score -1.039161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -10391608.000000 Penalty: 3407.993896
	Iteration 34Q: 3 clusters Score -1.039161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -10391598.000000 Penalty: 3407.993896
	Iteration 35Q: 3 clusters Score -1.03916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -10391618.000000 Penalty: 3407.993896
	Iteration 36Q: 3 clusters Score -1.039162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 93449 members 
Entering Unmasked Estep 
Score: -10391635.000000 Penalty: 3407.993896
	Iteration 37Q: 3 clusters Score -1.039164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -10391655.000000 Penalty: 3407.993896
	Iteration 38Q: 3 clusters Score -1.039166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 93457 members 
Entering Unmasked Estep 
Score: -10391667.000000 Penalty: 3407.993896
	Iteration 39Q: 3 clusters Score -1.039167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -10391679.000000 Penalty: 3407.993896
	Iteration 40F: 3 clusters Score -1.039168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 93456 members 
Entering Unmasked Estep 
Score: -10391687.000000 Penalty: 3407.993896
	Iteration 41Q: 3 clusters Score -1.039169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -10391689.000000 Penalty: 3407.993896
	Iteration 42Q: 3 clusters Score -1.039169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -10391682.000000 Penalty: 3407.993896
	Iteration 43Q: 3 clusters Score -1.039168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -10391691.000000 Penalty: 3407.993896
	Iteration 44Q: 3 clusters Score -1.039169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -10391693.000000 Penalty: 3407.993896
	Iteration 45Q: 3 clusters Score -1.039169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 93453 members 
Entering Unmasked Estep 
Score: -10391703.000000 Penalty: 3407.993896
	Iteration 46Q: 3 clusters Score -1.03917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -10391708.000000 Penalty: 3407.993896
	Iteration 47Q: 3 clusters Score -1.039171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -10391710.000000 Penalty: 3407.993896
	Iteration 48Q: 3 clusters Score -1.039171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -10391716.000000 Penalty: 3407.993896
	Iteration 49Q: 3 clusters Score -1.039172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -10391717.000000 Penalty: 3407.993896
	Iteration 50Q: 3 clusters Score -1.039172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -10391722.000000 Penalty: 3407.993896
	Iteration 51Q: 3 clusters Score -1.039172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -10391731.000000 Penalty: 3407.993896
	Iteration 52Q: 3 clusters Score -1.039173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -10391728.000000 Penalty: 3407.993896
	Iteration 53Q: 3 clusters Score -1.039173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -10391729.000000 Penalty: 3407.993896
	Iteration 54Q: 3 clusters Score -1.039173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -10391734.000000 Penalty: 3407.993896
	Iteration 55Q: 3 clusters Score -1.039173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -10391729.000000 Penalty: 3407.993896
	Iteration 56Q: 3 clusters Score -1.039173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -10391732.000000 Penalty: 3407.993896
	Iteration 57Q: 3 clusters Score -1.039173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -10391735.000000 Penalty: 3407.993896
	Iteration 58Q: 3 clusters Score -1.039174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -10391737.000000 Penalty: 3407.993896
	Iteration 59Q: 3 clusters Score -1.039174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -10391737.000000 Penalty: 3407.993896
	Iteration 60F: 3 clusters Score -1.039174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -10391739.000000 Penalty: 3407.993896
	Iteration 61Q: 3 clusters Score -1.039174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -10391740.000000 Penalty: 3407.993896
	Iteration 62Q: 3 clusters Score -1.039174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -10391741.000000 Penalty: 3407.993896
	Iteration 63Q: 3 clusters Score -1.039174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -10391744.000000 Penalty: 3407.993896
	Iteration 64Q: 3 clusters Score -1.039174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -10391744.000000 Penalty: 3407.993896
	Iteration 65F: 3 clusters Score -1.039174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Entering Unmasked Estep 
Score: -3445530.000000 Penalty: 1540.293945
	Iteration 0F: 2 clusters Score -3445530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3425020.750000 Penalty: 3080.587891
	Iteration 0F: 3 clusters Score -3425021 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3432864.750000 Penalty: 3080.587891
	Iteration 1F: 3 clusters Score -3432865 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3433534.500000 Penalty: 3080.587891
	Iteration 2F: 3 clusters Score -3433534 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3434275.250000 Penalty: 3080.587891
	Iteration 3F: 3 clusters Score -3434275 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3435196.000000 Penalty: 3080.587891
	Iteration 4F: 3 clusters Score -3435196 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3436311.000000 Penalty: 3080.587891
	Iteration 5F: 3 clusters Score -3436311 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3437685.750000 Penalty: 3080.587891
	Iteration 6F: 3 clusters Score -3437686 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3439276.250000 Penalty: 3080.587891
	Iteration 7F: 3 clusters Score -3439276 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3440910.000000 Penalty: 3080.587891
	Iteration 8F: 3 clusters Score -3440910 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3442326.750000 Penalty: 3080.587891
	Iteration 9F: 3 clusters Score -3442327 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3443243.750000 Penalty: 3080.587891
	Iteration 10Q: 3 clusters Score -3443244 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3443705.000000 Penalty: 3080.587891
	Iteration 11Q: 3 clusters Score -3443705 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3443932.250000 Penalty: 3080.587891
	Iteration 12Q: 3 clusters Score -3443932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3444088.250000 Penalty: 3080.587891
	Iteration 13Q: 3 clusters Score -3444088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3444154.250000 Penalty: 3080.587891
	Iteration 14Q: 3 clusters Score -3444154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3444205.500000 Penalty: 3080.587891
	Iteration 15Q: 3 clusters Score -3444206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3444239.500000 Penalty: 3080.587891
	Iteration 16Q: 3 clusters Score -3444240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3444260.750000 Penalty: 3080.587891
	Iteration 17Q: 3 clusters Score -3444261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3444275.750000 Penalty: 3080.587891
	Iteration 18Q: 3 clusters Score -3444276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3444291.750000 Penalty: 3080.587891
	Iteration 19Q: 3 clusters Score -3444292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3444293.500000 Penalty: 3080.587891
	Iteration 20F: 3 clusters Score -3444294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3444303.000000 Penalty: 3080.587891
	Iteration 21Q: 3 clusters Score -3444303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3444306.750000 Penalty: 3080.587891
	Iteration 22Q: 3 clusters Score -3444307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3444314.000000 Penalty: 3080.587891
	Iteration 23Q: 3 clusters Score -3444314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3444313.750000 Penalty: 3080.587891
	Iteration 24Q: 3 clusters Score -3444314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3444313.750000 Penalty: 3080.587891
	Iteration 25F: 3 clusters Score -3444314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Entering Unmasked Estep 
Score: -2142980.000000 Penalty: 1467.370728
	Iteration 0F: 2 clusters Score -2142980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2130462.000000 Penalty: 2934.741455
	Iteration 0F: 3 clusters Score -2130462 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2134941.000000 Penalty: 2934.741455
	Iteration 1F: 3 clusters Score -2134941 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2135386.250000 Penalty: 2934.741455
	Iteration 2F: 3 clusters Score -2135386 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2135836.250000 Penalty: 2934.741455
	Iteration 3F: 3 clusters Score -2135836 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2136384.750000 Penalty: 2934.741455
	Iteration 4F: 3 clusters Score -2136385 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2137080.750000 Penalty: 2934.741455
	Iteration 5F: 3 clusters Score -2137081 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2137947.750000 Penalty: 2934.741455
	Iteration 6F: 3 clusters Score -2137948 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2138941.500000 Penalty: 2934.741455
	Iteration 7F: 3 clusters Score -2138942 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2139934.500000 Penalty: 2934.741455
	Iteration 8F: 3 clusters Score -2139934 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2140648.250000 Penalty: 2934.741455
	Iteration 9Q: 3 clusters Score -2140648 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2141145.500000 Penalty: 2934.741455
	Iteration 10Q: 3 clusters Score -2141146 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2141427.000000 Penalty: 2934.741455
	Iteration 11Q: 3 clusters Score -2141427 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2141581.500000 Penalty: 2934.741455
	Iteration 12Q: 3 clusters Score -2141582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2141677.750000 Penalty: 2934.741455
	Iteration 13Q: 3 clusters Score -2141678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2141749.250000 Penalty: 2934.741455
	Iteration 14Q: 3 clusters Score -2141749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2141806.250000 Penalty: 2934.741455
	Iteration 15Q: 3 clusters Score -2141806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2141844.000000 Penalty: 2934.741455
	Iteration 16Q: 3 clusters Score -2141844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2141867.250000 Penalty: 2934.741455
	Iteration 17Q: 3 clusters Score -2141867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2141892.000000 Penalty: 2934.741455
	Iteration 18Q: 3 clusters Score -2141892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2141916.250000 Penalty: 2934.741455
	Iteration 19Q: 3 clusters Score -2141916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2141934.000000 Penalty: 2934.741455
	Iteration 20F: 3 clusters Score -2141934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2141945.500000 Penalty: 2934.741455
	Iteration 21Q: 3 clusters Score -2141946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2141951.750000 Penalty: 2934.741455
	Iteration 22Q: 3 clusters Score -2141952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2141955.500000 Penalty: 2934.741455
	Iteration 23Q: 3 clusters Score -2141956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2141958.000000 Penalty: 2934.741455
	Iteration 24Q: 3 clusters Score -2141958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2141958.250000 Penalty: 2934.741455
	Iteration 25Q: 3 clusters Score -2141958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2141965.000000 Penalty: 2934.741455
	Iteration 26Q: 3 clusters Score -2141965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2141963.500000 Penalty: 2934.741455
	Iteration 27Q: 3 clusters Score -2141964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2141965.750000 Penalty: 2934.741455
	Iteration 28Q: 3 clusters Score -2141966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2141965.750000 Penalty: 2934.741455
	Iteration 29F: 3 clusters Score -2141966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -699089.062500 Penalty: 1291.405640
	Iteration 0F: 2 clusters Score -699089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -694832.125000 Penalty: 2582.811279
	Iteration 0F: 3 clusters Score -694832.1 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -696063.250000 Penalty: 2582.811279
	Iteration 1F: 3 clusters Score -696063.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -696288.187500 Penalty: 2582.811279
	Iteration 2F: 3 clusters Score -696288.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -696430.062500 Penalty: 2582.811279
	Iteration 3Q: 3 clusters Score -696430.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -696527.875000 Penalty: 2582.811279
	Iteration 4Q: 3 clusters Score -696527.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -696591.375000 Penalty: 2582.811279
	Iteration 5Q: 3 clusters Score -696591.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -696634.687500 Penalty: 2582.811279
	Iteration 6Q: 3 clusters Score -696634.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -696670.812500 Penalty: 2582.811279
	Iteration 7Q: 3 clusters Score -696670.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -696701.437500 Penalty: 2582.811279
	Iteration 8Q: 3 clusters Score -696701.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -696727.062500 Penalty: 2582.811279
	Iteration 9Q: 3 clusters Score -696727.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -696747.687500 Penalty: 2582.811279
	Iteration 10Q: 3 clusters Score -696747.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -696760.875000 Penalty: 2582.811279
	Iteration 11Q: 3 clusters Score -696760.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -696772.562500 Penalty: 2582.811279
	Iteration 12Q: 3 clusters Score -696772.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -696785.750000 Penalty: 2582.811279
	Iteration 13Q: 3 clusters Score -696785.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -696796.187500 Penalty: 2582.811279
	Iteration 14Q: 3 clusters Score -696796.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -696802.312500 Penalty: 2582.811279
	Iteration 15Q: 3 clusters Score -696802.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -696808.875000 Penalty: 2582.811279
	Iteration 16Q: 3 clusters Score -696808.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -696814.687500 Penalty: 2582.811279
	Iteration 17Q: 3 clusters Score -696814.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -696821.250000 Penalty: 2582.811279
	Iteration 18Q: 3 clusters Score -696821.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -696825.750000 Penalty: 2582.811279
	Iteration 19Q: 3 clusters Score -696825.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -696836.750000 Penalty: 2582.811279
	Iteration 20F: 3 clusters Score -696836.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -696843.000000 Penalty: 2582.811279
	Iteration 21Q: 3 clusters Score -696843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -696848.562500 Penalty: 2582.811279
	Iteration 22Q: 3 clusters Score -696848.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -696859.250000 Penalty: 2582.811279
	Iteration 23Q: 3 clusters Score -696859.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -696866.875000 Penalty: 2582.811279
	Iteration 24Q: 3 clusters Score -696866.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -696874.812500 Penalty: 2582.811279
	Iteration 25Q: 3 clusters Score -696874.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -696882.625000 Penalty: 2582.811279
	Iteration 26Q: 3 clusters Score -696882.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -696891.812500 Penalty: 2582.811279
	Iteration 27Q: 3 clusters Score -696891.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -696900.187500 Penalty: 2582.811279
	Iteration 28Q: 3 clusters Score -696900.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -696909.437500 Penalty: 2582.811279
	Iteration 29Q: 3 clusters Score -696909.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -696924.750000 Penalty: 2582.811279
	Iteration 30Q: 3 clusters Score -696924.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -696933.937500 Penalty: 2582.811279
	Iteration 31Q: 3 clusters Score -696933.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -696948.500000 Penalty: 2582.811279
	Iteration 32Q: 3 clusters Score -696948.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -696955.312500 Penalty: 2582.811279
	Iteration 33Q: 3 clusters Score -696955.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -696969.812500 Penalty: 2582.811279
	Iteration 34Q: 3 clusters Score -696969.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -696979.375000 Penalty: 2582.811279
	Iteration 35Q: 3 clusters Score -696979.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -696989.625000 Penalty: 2582.811279
	Iteration 36Q: 3 clusters Score -696989.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -697000.937500 Penalty: 2582.811279
	Iteration 37Q: 3 clusters Score -697000.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -697014.187500 Penalty: 2582.811279
	Iteration 38Q: 3 clusters Score -697014.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -697023.500000 Penalty: 2582.811279
	Iteration 39Q: 3 clusters Score -697023.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -697044.562500 Penalty: 2582.811279
	Iteration 40F: 3 clusters Score -697044.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -697065.562500 Penalty: 2582.811279
	Iteration 41Q: 3 clusters Score -697065.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -697090.625000 Penalty: 2582.811279
	Iteration 42Q: 3 clusters Score -697090.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -697113.187500 Penalty: 2582.811279
	Iteration 43Q: 3 clusters Score -697113.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -697133.687500 Penalty: 2582.811279
	Iteration 44Q: 3 clusters Score -697133.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -697147.875000 Penalty: 2582.811279
	Iteration 45Q: 3 clusters Score -697147.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -697162.687500 Penalty: 2582.811279
	Iteration 46Q: 3 clusters Score -697162.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -697183.250000 Penalty: 2582.811279
	Iteration 47Q: 3 clusters Score -697183.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -697204.312500 Penalty: 2582.811279
	Iteration 48Q: 3 clusters Score -697204.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -697222.500000 Penalty: 2582.811279
	Iteration 49Q: 3 clusters Score -697222.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -697237.750000 Penalty: 2582.811279
	Iteration 50Q: 3 clusters Score -697237.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -697256.312500 Penalty: 2582.811279
	Iteration 51Q: 3 clusters Score -697256.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -697276.625000 Penalty: 2582.811279
	Iteration 52Q: 3 clusters Score -697276.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -697303.750000 Penalty: 2582.811279
	Iteration 53Q: 3 clusters Score -697303.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -697337.625000 Penalty: 2582.811279
	Iteration 54Q: 3 clusters Score -697337.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -697373.187500 Penalty: 2582.811279
	Iteration 55Q: 3 clusters Score -697373.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -697410.750000 Penalty: 2582.811279
	Iteration 56Q: 3 clusters Score -697410.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -697453.375000 Penalty: 2582.811279
	Iteration 57Q: 3 clusters Score -697453.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -697500.375000 Penalty: 2582.811279
	Iteration 58Q: 3 clusters Score -697500.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -697535.937500 Penalty: 2582.811279
	Iteration 59Q: 3 clusters Score -697535.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -697565.687500 Penalty: 2582.811279
	Iteration 60F: 3 clusters Score -697565.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -697597.062500 Penalty: 2582.811279
	Iteration 61Q: 3 clusters Score -697597.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -697624.937500 Penalty: 2582.811279
	Iteration 62Q: 3 clusters Score -697624.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -697650.500000 Penalty: 2582.811279
	Iteration 63Q: 3 clusters Score -697650.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -697670.250000 Penalty: 2582.811279
	Iteration 64Q: 3 clusters Score -697670.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -697690.750000 Penalty: 2582.811279
	Iteration 65Q: 3 clusters Score -697690.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -697714.625000 Penalty: 2582.811279
	Iteration 66Q: 3 clusters Score -697714.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -697734.187500 Penalty: 2582.811279
	Iteration 67Q: 3 clusters Score -697734.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -697749.812500 Penalty: 2582.811279
	Iteration 68Q: 3 clusters Score -697749.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -697765.562500 Penalty: 2582.811279
	Iteration 69Q: 3 clusters Score -697765.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -697780.812500 Penalty: 2582.811279
	Iteration 70Q: 3 clusters Score -697780.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -697793.437500 Penalty: 2582.811279
	Iteration 71Q: 3 clusters Score -697793.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -697805.375000 Penalty: 2582.811279
	Iteration 72Q: 3 clusters Score -697805.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -697820.375000 Penalty: 2582.811279
	Iteration 73Q: 3 clusters Score -697820.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -697833.687500 Penalty: 2582.811279
	Iteration 74Q: 3 clusters Score -697833.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -697844.187500 Penalty: 2582.811279
	Iteration 75Q: 3 clusters Score -697844.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -697852.375000 Penalty: 2582.811279
	Iteration 76Q: 3 clusters Score -697852.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -697858.375000 Penalty: 2582.811279
	Iteration 77Q: 3 clusters Score -697858.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -697864.875000 Penalty: 2582.811279
	Iteration 78Q: 3 clusters Score -697864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -697870.437500 Penalty: 2582.811279
	Iteration 79Q: 3 clusters Score -697870.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -697876.437500 Penalty: 2582.811279
	Iteration 80F: 3 clusters Score -697876.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -697884.375000 Penalty: 2582.811279
	Iteration 81Q: 3 clusters Score -697884.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -697897.562500 Penalty: 2582.811279
	Iteration 82Q: 3 clusters Score -697897.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -697907.125000 Penalty: 2582.811279
	Iteration 83Q: 3 clusters Score -697907.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -697913.062500 Penalty: 2582.811279
	Iteration 84Q: 3 clusters Score -697913.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -697919.812500 Penalty: 2582.811279
	Iteration 85Q: 3 clusters Score -697919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -697924.500000 Penalty: 2582.811279
	Iteration 86Q: 3 clusters Score -697924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -697927.187500 Penalty: 2582.811279
	Iteration 87Q: 3 clusters Score -697927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -697930.625000 Penalty: 2582.811279
	Iteration 88Q: 3 clusters Score -697930.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -697936.500000 Penalty: 2582.811279
	Iteration 89Q: 3 clusters Score -697936.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -697942.000000 Penalty: 2582.811279
	Iteration 90Q: 3 clusters Score -697942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -697947.062500 Penalty: 2582.811279
	Iteration 91Q: 3 clusters Score -697947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -697949.375000 Penalty: 2582.811279
	Iteration 92Q: 3 clusters Score -697949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -697950.812500 Penalty: 2582.811279
	Iteration 93Q: 3 clusters Score -697950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -697952.437500 Penalty: 2582.811279
	Iteration 94Q: 3 clusters Score -697952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -697952.000000 Penalty: 2582.811279
	Iteration 95Q: 3 clusters Score -697952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -697954.187500 Penalty: 2582.811279
	Iteration 96Q: 3 clusters Score -697954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -697953.687500 Penalty: 2582.811279
	Iteration 97Q: 3 clusters Score -697953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -697954.187500 Penalty: 2582.811279
	Iteration 98Q: 3 clusters Score -697954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -697955.187500 Penalty: 2582.811279
	Iteration 99Q: 3 clusters Score -697955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -697953.937500 Penalty: 2582.811279
	Iteration 100F: 3 clusters Score -697953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -697957.000000 Penalty: 2582.811279
	Iteration 101Q: 3 clusters Score -697957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -697959.687500 Penalty: 2582.811279
	Iteration 102Q: 3 clusters Score -697959.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -697960.875000 Penalty: 2582.811279
	Iteration 103Q: 3 clusters Score -697960.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -697964.375000 Penalty: 2582.811279
	Iteration 104Q: 3 clusters Score -697964.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -697967.500000 Penalty: 2582.811279
	Iteration 105Q: 3 clusters Score -697967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -697969.000000 Penalty: 2582.811279
	Iteration 106Q: 3 clusters Score -697969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -697971.062500 Penalty: 2582.811279
	Iteration 107Q: 3 clusters Score -697971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -697974.500000 Penalty: 2582.811279
	Iteration 108Q: 3 clusters Score -697974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -697975.625000 Penalty: 2582.811279
	Iteration 109Q: 3 clusters Score -697975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -697977.875000 Penalty: 2582.811279
	Iteration 110Q: 3 clusters Score -697977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -697979.500000 Penalty: 2582.811279
	Iteration 111Q: 3 clusters Score -697979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -697981.250000 Penalty: 2582.811279
	Iteration 112Q: 3 clusters Score -697981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -697980.437500 Penalty: 2582.811279
	Iteration 113Q: 3 clusters Score -697980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -697982.062500 Penalty: 2582.811279
	Iteration 114Q: 3 clusters Score -697982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -697981.937500 Penalty: 2582.811279
	Iteration 115Q: 3 clusters Score -697981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -697982.250000 Penalty: 2582.811279
	Iteration 116Q: 3 clusters Score -697982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -697982.250000 Penalty: 2582.811279
	Iteration 117F: 3 clusters Score -697982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Entering Unmasked Estep 
Score: -2751349.000000 Penalty: 1504.170288
	Iteration 0F: 2 clusters Score -2751349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2735307.250000 Penalty: 3008.340576
	Iteration 0F: 3 clusters Score -2735307 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2741185.500000 Penalty: 3008.340576
	Iteration 1F: 3 clusters Score -2741186 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2741594.750000 Penalty: 3008.340576
	Iteration 2Q: 3 clusters Score -2741595 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2741988.250000 Penalty: 3008.340576
	Iteration 3Q: 3 clusters Score -2741988 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2742338.750000 Penalty: 3008.340576
	Iteration 4Q: 3 clusters Score -2742339 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2742673.250000 Penalty: 3008.340576
	Iteration 5Q: 3 clusters Score -2742673 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2743058.750000 Penalty: 3008.340576
	Iteration 6Q: 3 clusters Score -2743059 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2743482.750000 Penalty: 3008.340576
	Iteration 7Q: 3 clusters Score -2743483 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2743922.000000 Penalty: 3008.340576
	Iteration 8Q: 3 clusters Score -2743922 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2744344 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2744727 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2745050 nChanged 808
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2745321 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2745561 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2745787 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2746010 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2746229 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2746449 nChanged 540
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Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2746715 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2747066 nChanged 606
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Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2747408 nChanged 576
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Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2747718 nChanged 491
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2747943 nChanged 426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2748138 nChanged 375
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Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2748277 nChanged 376
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Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2748451 nChanged 384
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Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2748606 nChanged 353
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Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2748746 nChanged 325
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2748869 nChanged 299
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Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2748983 nChanged 266
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Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2749094 nChanged 244
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Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2749191 nChanged 234
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Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2749279 nChanged 200
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Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2749354 nChanged 157
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Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2749398 nChanged 135
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Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2749455 nChanged 129
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Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2749489 nChanged 129
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Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2749531 nChanged 117
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Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2749564 nChanged 117
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Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2749609 nChanged 114
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Mstep: Class 1 contains 21940 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2749645 nChanged 101
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Mstep: Class 1 contains 22041 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2749669 nChanged 79
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Mstep: Class 1 contains 22120 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2749688 nChanged 78
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Mstep: Class 1 contains 22198 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2749714 nChanged 77
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Mstep: Class 1 contains 22275 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2749735 nChanged 68
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Mstep: Class 1 contains 22343 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2749758 nChanged 72
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Mstep: Class 1 contains 22415 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2749788 nChanged 52
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Mstep: Class 1 contains 22467 members 
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	Iteration 47Q: 3 clusters Score -2749808 nChanged 49
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Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2749820.000000 Penalty: 3008.340576
	Iteration 48Q: 3 clusters Score -2749820 nChanged 47
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Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2749830 nChanged 59
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Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2749854.000000 Penalty: 3008.340576
	Iteration 50Q: 3 clusters Score -2749854 nChanged 50
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Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2749872 nChanged 61
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Mstep: Class 1 contains 22727 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2749894 nChanged 53
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Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2749912 nChanged 37
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Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2749929 nChanged 40
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Mstep: Class 1 contains 22853 members 
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Entering Unmasked Estep 
Score: -2749939.000000 Penalty: 3008.340576
	Iteration 55Q: 3 clusters Score -2749939 nChanged 34
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Mstep: Class 1 contains 22887 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2749948 nChanged 33
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Mstep: Class 1 contains 22920 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2749958 nChanged 25
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Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1610 members 
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	Iteration 58Q: 3 clusters Score -2749959 nChanged 21
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Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2749960 nChanged 27
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Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2749968 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23017 members 
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Entering Unmasked Estep 
Score: -2749979.000000 Penalty: 3008.340576
	Iteration 61Q: 3 clusters Score -2749979 nChanged 22
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Mstep: Class 1 contains 23039 members 
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	Iteration 62Q: 3 clusters Score -2749982 nChanged 25
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Mstep: Class 1 contains 23064 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2749997 nChanged 34
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Mstep: Class 1 contains 23098 members 
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Entering Unmasked Estep 
Score: -2750015.250000 Penalty: 3008.340576
	Iteration 64Q: 3 clusters Score -2750015 nChanged 27
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Mstep: Class 1 contains 23125 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2750019 nChanged 36
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Mstep: Class 1 contains 23161 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2750039 nChanged 41
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Mstep: Class 1 contains 23200 members 
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	Iteration 67Q: 3 clusters Score -2750054 nChanged 36
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Mstep: Class 1 contains 23236 members 
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	Iteration 68Q: 3 clusters Score -2750068 nChanged 31
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Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2750080 nChanged 26
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Mstep: Class 1 contains 23293 members 
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	Iteration 70Q: 3 clusters Score -2750092 nChanged 18
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Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1244 members 
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Score: -2750100.750000 Penalty: 3008.340576
	Iteration 71Q: 3 clusters Score -2750101 nChanged 15
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Mstep: Class 1 contains 23326 members 
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Entering Unmasked Estep 
Score: -2750099.250000 Penalty: 3008.340576
	Iteration 72Q: 3 clusters Score -2750099 nChanged 13
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Mstep: Class 1 contains 23339 members 
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Entering Unmasked Estep 
Score: -2750104.250000 Penalty: 3008.340576
	Iteration 73Q: 3 clusters Score -2750104 nChanged 14
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Mstep: Class 1 contains 23351 members 
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Entering Unmasked Estep 
Score: -2750105.750000 Penalty: 3008.340576
	Iteration 74Q: 3 clusters Score -2750106 nChanged 10
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Mstep: Class 1 contains 23361 members 
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	Iteration 75Q: 3 clusters Score -2750106 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23373 members 
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Entering Unmasked Estep 
Score: -2750112.000000 Penalty: 3008.340576
	Iteration 76Q: 3 clusters Score -2750112 nChanged 9
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Mstep: Class 1 contains 23382 members 
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	Iteration 77Q: 3 clusters Score -2750115 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23392 members 
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	Iteration 78Q: 3 clusters Score -2750116 nChanged 9
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Mstep: Class 1 contains 23401 members 
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	Iteration 79Q: 3 clusters Score -2750116 nChanged 8
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Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2750120.250000 Penalty: 3008.340576
	Iteration 80F: 3 clusters Score -2750120 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2750126.000000 Penalty: 3008.340576
	Iteration 81Q: 3 clusters Score -2750126 nChanged 8
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Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2750132.250000 Penalty: 3008.340576
	Iteration 82Q: 3 clusters Score -2750132 nChanged 6
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Mstep: Class 1 contains 23432 members 
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Entering Unmasked Estep 
Score: -2750134.250000 Penalty: 3008.340576
	Iteration 83Q: 3 clusters Score -2750134 nChanged 7
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Mstep: Class 1 contains 23439 members 
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	Iteration 84Q: 3 clusters Score -2750133 nChanged 8
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Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2750134 nChanged 8
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Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1100 members 
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	Iteration 86Q: 3 clusters Score -2750134 nChanged 5
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Mstep: Class 1 contains 23460 members 
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Entering Unmasked Estep 
Score: -2750138.500000 Penalty: 3008.340576
	Iteration 87Q: 3 clusters Score -2750138 nChanged 6
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Entering Unmasked Estep 
Score: -2750141.500000 Penalty: 3008.340576
	Iteration 88Q: 3 clusters Score -2750142 nChanged 9
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Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2750146.500000 Penalty: 3008.340576
	Iteration 89Q: 3 clusters Score -2750146 nChanged 4
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Entering Unmasked Estep 
Score: -2750144.250000 Penalty: 3008.340576
	Iteration 90Q: 3 clusters Score -2750144 nChanged 5
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2750148 nChanged 5
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	Iteration 92Q: 3 clusters Score -2750147 nChanged 5
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	Iteration 93Q: 3 clusters Score -2750148 nChanged 6
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	Iteration 94Q: 3 clusters Score -2750149 nChanged 8
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Entering Unmasked Estep 
Score: -2750151.000000 Penalty: 3008.340576
	Iteration 95Q: 3 clusters Score -2750151 nChanged 9
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	Iteration 96Q: 3 clusters Score -2750156 nChanged 6
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	Iteration 97Q: 3 clusters Score -2750158 nChanged 5
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Entering Unmasked Estep 
Score: -2750162.750000 Penalty: 3008.340576
	Iteration 98Q: 3 clusters Score -2750163 nChanged 6
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2750162 nChanged 7
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Entering Unmasked Estep 
Score: -2750166.250000 Penalty: 3008.340576
	Iteration 100F: 3 clusters Score -2750166 nChanged 6
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Entering Unmasked Estep 
Score: -2750171.750000 Penalty: 3008.340576
	Iteration 101Q: 3 clusters Score -2750172 nChanged 7
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Entering Unmasked Estep 
Score: -2750172.250000 Penalty: 3008.340576
	Iteration 102Q: 3 clusters Score -2750172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2750180.000000 Penalty: 3008.340576
	Iteration 103Q: 3 clusters Score -2750180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2750183.500000 Penalty: 3008.340576
	Iteration 104Q: 3 clusters Score -2750184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2750175.750000 Penalty: 3008.340576
	Iteration 105Q: 3 clusters Score -2750176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2750175.750000 Penalty: 3008.340576
	Iteration 106F: 3 clusters Score -2750176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Entering Unmasked Estep 
Score: -3926987.500000 Penalty: 1557.558838
	Iteration 0F: 2 clusters Score -3926988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3904062.750000 Penalty: 3115.117676
	Iteration 0F: 3 clusters Score -3904063 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3912755.250000 Penalty: 3115.117676
	Iteration 1F: 3 clusters Score -3912755 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3913297.750000 Penalty: 3115.117676
	Iteration 2Q: 3 clusters Score -3913298 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3913808.750000 Penalty: 3115.117676
	Iteration 3Q: 3 clusters Score -3913809 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3914310.750000 Penalty: 3115.117676
	Iteration 4Q: 3 clusters Score -3914311 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3914837.500000 Penalty: 3115.117676
	Iteration 5Q: 3 clusters Score -3914838 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3915405.500000 Penalty: 3115.117676
	Iteration 6Q: 3 clusters Score -3915406 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3915942.250000 Penalty: 3115.117676
	Iteration 7Q: 3 clusters Score -3915942 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3916506.000000 Penalty: 3115.117676
	Iteration 8Q: 3 clusters Score -3916506 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3917015.000000 Penalty: 3115.117676
	Iteration 9Q: 3 clusters Score -3917015 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3917558.500000 Penalty: 3115.117676
	Iteration 10Q: 3 clusters Score -3917558 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3918096.500000 Penalty: 3115.117676
	Iteration 11Q: 3 clusters Score -3918096 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3918646.000000 Penalty: 3115.117676
	Iteration 12Q: 3 clusters Score -3918646 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3919251.000000 Penalty: 3115.117676
	Iteration 13Q: 3 clusters Score -3919251 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3919984.000000 Penalty: 3115.117676
	Iteration 14Q: 3 clusters Score -3919984 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3920860.750000 Penalty: 3115.117676
	Iteration 15Q: 3 clusters Score -3920861 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3921871.500000 Penalty: 3115.117676
	Iteration 16Q: 3 clusters Score -3921872 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3922857.750000 Penalty: 3115.117676
	Iteration 17Q: 3 clusters Score -3922858 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3923663.000000 Penalty: 3115.117676
	Iteration 18Q: 3 clusters Score -3923663 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3924198.750000 Penalty: 3115.117676
	Iteration 19Q: 3 clusters Score -3924199 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3924657.750000 Penalty: 3115.117676
	Iteration 20F: 3 clusters Score -3924658 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3924951.250000 Penalty: 3115.117676
	Iteration 21Q: 3 clusters Score -3924951 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3925166.750000 Penalty: 3115.117676
	Iteration 22Q: 3 clusters Score -3925167 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3925343.000000 Penalty: 3115.117676
	Iteration 23Q: 3 clusters Score -3925343 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3925470.250000 Penalty: 3115.117676
	Iteration 24Q: 3 clusters Score -3925470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3925532.750000 Penalty: 3115.117676
	Iteration 25Q: 3 clusters Score -3925533 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3925571.750000 Penalty: 3115.117676
	Iteration 26Q: 3 clusters Score -3925572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3925601.000000 Penalty: 3115.117676
	Iteration 27Q: 3 clusters Score -3925601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3925640.250000 Penalty: 3115.117676
	Iteration 28Q: 3 clusters Score -3925640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3925650.750000 Penalty: 3115.117676
	Iteration 29Q: 3 clusters Score -3925651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3925665.750000 Penalty: 3115.117676
	Iteration 30Q: 3 clusters Score -3925666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3925670.250000 Penalty: 3115.117676
	Iteration 31Q: 3 clusters Score -3925670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3925681.500000 Penalty: 3115.117676
	Iteration 32Q: 3 clusters Score -3925682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3925684.750000 Penalty: 3115.117676
	Iteration 33Q: 3 clusters Score -3925685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3925702.000000 Penalty: 3115.117676
	Iteration 34Q: 3 clusters Score -3925702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3925705.250000 Penalty: 3115.117676
	Iteration 35Q: 3 clusters Score -3925705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3925702.250000 Penalty: 3115.117676
	Iteration 36Q: 3 clusters Score -3925702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3925705.500000 Penalty: 3115.117676
	Iteration 37Q: 3 clusters Score -3925706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3925710.000000 Penalty: 3115.117676
	Iteration 38Q: 3 clusters Score -3925710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3925707.500000 Penalty: 3115.117676
	Iteration 39Q: 3 clusters Score -3925708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3925708.250000 Penalty: 3115.117676
	Iteration 40F: 3 clusters Score -3925708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3925710.000000 Penalty: 3115.117676
	Iteration 41Q: 3 clusters Score -3925710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3925710.500000 Penalty: 3115.117676
	Iteration 42Q: 3 clusters Score -3925710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3925711.250000 Penalty: 3115.117676
	Iteration 43Q: 3 clusters Score -3925711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3925711.500000 Penalty: 3115.117676
	Iteration 44Q: 3 clusters Score -3925712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3925711.500000 Penalty: 3115.117676
	Iteration 45F: 3 clusters Score -3925712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Entering Unmasked Estep 
Score: -4444087.000000 Penalty: 1577.916992
	Iteration 0F: 2 clusters Score -4444087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4417772.000000 Penalty: 3155.833984
	Iteration 0F: 3 clusters Score -4417772 nChanged 18429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -4427885.500000 Penalty: 3155.833984
	Iteration 1F: 3 clusters Score -4427886 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4428455.500000 Penalty: 3155.833984
	Iteration 2Q: 3 clusters Score -4428456 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4429012.000000 Penalty: 3155.833984
	Iteration 3Q: 3 clusters Score -4429012 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -4429473.000000 Penalty: 3155.833984
	Iteration 4Q: 3 clusters Score -4429473 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -4429860.500000 Penalty: 3155.833984
	Iteration 5Q: 3 clusters Score -4429860 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4430287.500000 Penalty: 3155.833984
	Iteration 6Q: 3 clusters Score -4430288 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -4430824.000000 Penalty: 3155.833984
	Iteration 7Q: 3 clusters Score -4430824 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4431357.000000 Penalty: 3155.833984
	Iteration 8Q: 3 clusters Score -4431357 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4431904.500000 Penalty: 3155.833984
	Iteration 9Q: 3 clusters Score -4431904 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4432509.500000 Penalty: 3155.833984
	Iteration 10Q: 3 clusters Score -4432510 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -4433161.500000 Penalty: 3155.833984
	Iteration 11Q: 3 clusters Score -4433162 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4433825.500000 Penalty: 3155.833984
	Iteration 12Q: 3 clusters Score -4433826 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -4434591.000000 Penalty: 3155.833984
	Iteration 13Q: 3 clusters Score -4434591 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -4435462.500000 Penalty: 3155.833984
	Iteration 14Q: 3 clusters Score -4435462 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4436444.500000 Penalty: 3155.833984
	Iteration 15Q: 3 clusters Score -4436444 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4437631.500000 Penalty: 3155.833984
	Iteration 16Q: 3 clusters Score -4437632 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4439027.500000 Penalty: 3155.833984
	Iteration 17Q: 3 clusters Score -4439028 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -4440299.000000 Penalty: 3155.833984
	Iteration 18Q: 3 clusters Score -4440299 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -4441382.000000 Penalty: 3155.833984
	Iteration 19Q: 3 clusters Score -4441382 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -4442039.000000 Penalty: 3155.833984
	Iteration 20F: 3 clusters Score -4442039 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -4442402.500000 Penalty: 3155.833984
	Iteration 21Q: 3 clusters Score -4442402 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -4442560.500000 Penalty: 3155.833984
	Iteration 22Q: 3 clusters Score -4442560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -4442674.000000 Penalty: 3155.833984
	Iteration 23Q: 3 clusters Score -4442674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -4442766.500000 Penalty: 3155.833984
	Iteration 24Q: 3 clusters Score -4442766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -4442822.000000 Penalty: 3155.833984
	Iteration 25Q: 3 clusters Score -4442822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -4442844.000000 Penalty: 3155.833984
	Iteration 26Q: 3 clusters Score -4442844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -4442859.000000 Penalty: 3155.833984
	Iteration 27Q: 3 clusters Score -4442859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -4442860.500000 Penalty: 3155.833984
	Iteration 28Q: 3 clusters Score -4442860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -4442861.500000 Penalty: 3155.833984
	Iteration 29Q: 3 clusters Score -4442862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -4442870.000000 Penalty: 3155.833984
	Iteration 30Q: 3 clusters Score -4442870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -4442870.000000 Penalty: 3155.833984
	Iteration 31F: 3 clusters Score -4442870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -52559.316406 Penalty: 930.855652
	Iteration 0F: 2 clusters Score -52559.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51641.164062 Penalty: 1861.711304
	Iteration 0F: 3 clusters Score -51641.16 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51817.144531 Penalty: 1861.711304
	Iteration 1F: 3 clusters Score -51817.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51875.570312 Penalty: 1861.711304
	Iteration 2Q: 3 clusters Score -51875.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51903.855469 Penalty: 1861.711304
	Iteration 3Q: 3 clusters Score -51903.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51908.261719 Penalty: 1861.711304
	Iteration 4Q: 3 clusters Score -51908.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51917.906250 Penalty: 1861.711304
	Iteration 5Q: 3 clusters Score -51917.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51926.667969 Penalty: 1861.711304
	Iteration 6Q: 3 clusters Score -51926.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51928.230469 Penalty: 1861.711304
	Iteration 7Q: 3 clusters Score -51928.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51928.230469 Penalty: 1861.711304
	Iteration 8F: 3 clusters Score -51928.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Entering Unmasked Estep 
Score: -1710234.625000 Penalty: 1433.486450
	Iteration 0F: 2 clusters Score -1710235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1700221.875000 Penalty: 2866.972900
	Iteration 0F: 3 clusters Score -1700222 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1703812.250000 Penalty: 2866.972900
	Iteration 1F: 3 clusters Score -1703812 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1704232.125000 Penalty: 2866.972900
	Iteration 2F: 3 clusters Score -1704232 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1704607.250000 Penalty: 2866.972900
	Iteration 3F: 3 clusters Score -1704607 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1705006.750000 Penalty: 2866.972900
	Iteration 4F: 3 clusters Score -1705007 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1705466.000000 Penalty: 2866.972900
	Iteration 5F: 3 clusters Score -1705466 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1706000.000000 Penalty: 2866.972900
	Iteration 6F: 3 clusters Score -1706000 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1706634.500000 Penalty: 2866.972900
	Iteration 7F: 3 clusters Score -1706634 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1707236.500000 Penalty: 2866.972900
	Iteration 8F: 3 clusters Score -1707236 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1707770.375000 Penalty: 2866.972900
	Iteration 9Q: 3 clusters Score -1707770 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1708179.625000 Penalty: 2866.972900
	Iteration 10Q: 3 clusters Score -1708180 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1708447.625000 Penalty: 2866.972900
	Iteration 11Q: 3 clusters Score -1708448 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1708650.250000 Penalty: 2866.972900
	Iteration 12Q: 3 clusters Score -1708650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1708781.625000 Penalty: 2866.972900
	Iteration 13Q: 3 clusters Score -1708782 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1708864.125000 Penalty: 2866.972900
	Iteration 14Q: 3 clusters Score -1708864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1708914.500000 Penalty: 2866.972900
	Iteration 15Q: 3 clusters Score -1708914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1708977.000000 Penalty: 2866.972900
	Iteration 16Q: 3 clusters Score -1708977 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1709029.375000 Penalty: 2866.972900
	Iteration 17Q: 3 clusters Score -1709029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1709065.500000 Penalty: 2866.972900
	Iteration 18Q: 3 clusters Score -1709066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1709085.250000 Penalty: 2866.972900
	Iteration 19Q: 3 clusters Score -1709085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1709094.500000 Penalty: 2866.972900
	Iteration 20F: 3 clusters Score -1709094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1709104.625000 Penalty: 2866.972900
	Iteration 21Q: 3 clusters Score -1709105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1709110.375000 Penalty: 2866.972900
	Iteration 22Q: 3 clusters Score -1709110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1709119.750000 Penalty: 2866.972900
	Iteration 23Q: 3 clusters Score -1709120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1709124.000000 Penalty: 2866.972900
	Iteration 24Q: 3 clusters Score -1709124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1709130.500000 Penalty: 2866.972900
	Iteration 25Q: 3 clusters Score -1709130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1709136.375000 Penalty: 2866.972900
	Iteration 26Q: 3 clusters Score -1709136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1709138.375000 Penalty: 2866.972900
	Iteration 27Q: 3 clusters Score -1709138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1709141.125000 Penalty: 2866.972900
	Iteration 28Q: 3 clusters Score -1709141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1709140.750000 Penalty: 2866.972900
	Iteration 29Q: 3 clusters Score -1709141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1709146.750000 Penalty: 2866.972900
	Iteration 30Q: 3 clusters Score -1709147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1709152.000000 Penalty: 2866.972900
	Iteration 31Q: 3 clusters Score -1709152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1709153.625000 Penalty: 2866.972900
	Iteration 32Q: 3 clusters Score -1709154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1709157.500000 Penalty: 2866.972900
	Iteration 33Q: 3 clusters Score -1709158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1709160.500000 Penalty: 2866.972900
	Iteration 34Q: 3 clusters Score -1709160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1709159.500000 Penalty: 2866.972900
	Iteration 35Q: 3 clusters Score -1709160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1709160.375000 Penalty: 2866.972900
	Iteration 36Q: 3 clusters Score -1709160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1709161.000000 Penalty: 2866.972900
	Iteration 37Q: 3 clusters Score -1709161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1709161.750000 Penalty: 2866.972900
	Iteration 38Q: 3 clusters Score -1709162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1709165.500000 Penalty: 2866.972900
	Iteration 39Q: 3 clusters Score -1709166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1709165.500000 Penalty: 2866.972900
	Iteration 40F: 3 clusters Score -1709166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Entering Unmasked Estep 
Score: -2016628.625000 Penalty: 1458.654175
	Iteration 0F: 2 clusters Score -2016629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2004854.750000 Penalty: 2917.308350
	Iteration 0F: 3 clusters Score -2004855 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2009094.250000 Penalty: 2917.308350
	Iteration 1F: 3 clusters Score -2009094 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2009511.500000 Penalty: 2917.308350
	Iteration 2F: 3 clusters Score -2009512 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2009902.250000 Penalty: 2917.308350
	Iteration 3Q: 3 clusters Score -2009902 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2010342.875000 Penalty: 2917.308350
	Iteration 4Q: 3 clusters Score -2010343 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2010878.125000 Penalty: 2917.308350
	Iteration 5F: 3 clusters Score -2010878 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2011555.375000 Penalty: 2917.308350
	Iteration 6F: 3 clusters Score -2011555 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2012349.500000 Penalty: 2917.308350
	Iteration 7F: 3 clusters Score -2012350 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2013228.875000 Penalty: 2917.308350
	Iteration 8F: 3 clusters Score -2013229 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2014085.375000 Penalty: 2917.308350
	Iteration 9F: 3 clusters Score -2014085 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2014801.500000 Penalty: 2917.308350
	Iteration 10Q: 3 clusters Score -2014802 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2015315.000000 Penalty: 2917.308350
	Iteration 11Q: 3 clusters Score -2015315 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2015619.250000 Penalty: 2917.308350
	Iteration 12Q: 3 clusters Score -2015619 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2015776.500000 Penalty: 2917.308350
	Iteration 13Q: 3 clusters Score -2015776 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2015861.500000 Penalty: 2917.308350
	Iteration 14Q: 3 clusters Score -2015862 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2015920.125000 Penalty: 2917.308350
	Iteration 15Q: 3 clusters Score -2015920 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2015945.250000 Penalty: 2917.308350
	Iteration 16Q: 3 clusters Score -2015945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2015966.875000 Penalty: 2917.308350
	Iteration 17Q: 3 clusters Score -2015967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2015975.000000 Penalty: 2917.308350
	Iteration 18Q: 3 clusters Score -2015975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2015987.625000 Penalty: 2917.308350
	Iteration 19Q: 3 clusters Score -2015988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2015997.625000 Penalty: 2917.308350
	Iteration 20F: 3 clusters Score -2015998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2015998.500000 Penalty: 2917.308350
	Iteration 21Q: 3 clusters Score -2015998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2016003.375000 Penalty: 2917.308350
	Iteration 22Q: 3 clusters Score -2016003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2016007.625000 Penalty: 2917.308350
	Iteration 23Q: 3 clusters Score -2016008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2016009.875000 Penalty: 2917.308350
	Iteration 24Q: 3 clusters Score -2016010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2016011.750000 Penalty: 2917.308350
	Iteration 25Q: 3 clusters Score -2016012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2016012.750000 Penalty: 2917.308350
	Iteration 26Q: 3 clusters Score -2016013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2016011.375000 Penalty: 2917.308350
	Iteration 27Q: 3 clusters Score -2016011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2016020.125000 Penalty: 2917.308350
	Iteration 28Q: 3 clusters Score -2016020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2016026.125000 Penalty: 2917.308350
	Iteration 29Q: 3 clusters Score -2016026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2016027.000000 Penalty: 2917.308350
	Iteration 30Q: 3 clusters Score -2016027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2016025.625000 Penalty: 2917.308350
	Iteration 31Q: 3 clusters Score -2016026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2016032.625000 Penalty: 2917.308350
	Iteration 32Q: 3 clusters Score -2016033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2016032.250000 Penalty: 2917.308350
	Iteration 33Q: 3 clusters Score -2016032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2016029.500000 Penalty: 2917.308350
	Iteration 34Q: 3 clusters Score -2016030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2016034.000000 Penalty: 2917.308350
	Iteration 35Q: 3 clusters Score -2016034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2016034.375000 Penalty: 2917.308350
	Iteration 36Q: 3 clusters Score -2016034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2016033.875000 Penalty: 2917.308350
	Iteration 37Q: 3 clusters Score -2016034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2016034.875000 Penalty: 2917.308350
	Iteration 38Q: 3 clusters Score -2016035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2016039.375000 Penalty: 2917.308350
	Iteration 39Q: 3 clusters Score -2016039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2016039.375000 Penalty: 2917.308350
	Iteration 40F: 3 clusters Score -2016039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (53766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Entering Unmasked Estep 
Score: -5838205.500000 Penalty: 1620.788696
	Iteration 0F: 2 clusters Score -5838206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5802996.500000 Penalty: 3241.577393
	Iteration 0F: 3 clusters Score -5802996 nChanged 25021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -5817254.000000 Penalty: 3241.577393
	Iteration 1F: 3 clusters Score -5817254 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -5818102.500000 Penalty: 3241.577393
	Iteration 2Q: 3 clusters Score -5818102 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -5818918.500000 Penalty: 3241.577393
	Iteration 3Q: 3 clusters Score -5818918 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -5819936.500000 Penalty: 3241.577393
	Iteration 4Q: 3 clusters Score -5819936 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5820977.000000 Penalty: 3241.577393
	Iteration 5Q: 3 clusters Score -5820977 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -5822081.000000 Penalty: 3241.577393
	Iteration 6F: 3 clusters Score -5822081 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -5823218.500000 Penalty: 3241.577393
	Iteration 7Q: 3 clusters Score -5823218 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -5824416.500000 Penalty: 3241.577393
	Iteration 8Q: 3 clusters Score -5824416 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -5825678.500000 Penalty: 3241.577393
	Iteration 9Q: 3 clusters Score -5825678 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -5827042.500000 Penalty: 3241.577393
	Iteration 10Q: 3 clusters Score -5827042 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -5828753.500000 Penalty: 3241.577393
	Iteration 11F: 3 clusters Score -5828754 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -5830626.000000 Penalty: 3241.577393
	Iteration 12F: 3 clusters Score -5830626 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5832418.000000 Penalty: 3241.577393
	Iteration 13Q: 3 clusters Score -5832418 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -5834052.000000 Penalty: 3241.577393
	Iteration 14Q: 3 clusters Score -5834052 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5835243.000000 Penalty: 3241.577393
	Iteration 15Q: 3 clusters Score -5835243 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5836016.500000 Penalty: 3241.577393
	Iteration 16Q: 3 clusters Score -5836016 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5836472.500000 Penalty: 3241.577393
	Iteration 17Q: 3 clusters Score -5836472 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5836751.500000 Penalty: 3241.577393
	Iteration 18Q: 3 clusters Score -5836752 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5836867.500000 Penalty: 3241.577393
	Iteration 19Q: 3 clusters Score -5836868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5836946.500000 Penalty: 3241.577393
	Iteration 20F: 3 clusters Score -5836946 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5836984.500000 Penalty: 3241.577393
	Iteration 21Q: 3 clusters Score -5836984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5837020.000000 Penalty: 3241.577393
	Iteration 22Q: 3 clusters Score -5837020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5837051.500000 Penalty: 3241.577393
	Iteration 23Q: 3 clusters Score -5837052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5837069.500000 Penalty: 3241.577393
	Iteration 24Q: 3 clusters Score -5837070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5837080.000000 Penalty: 3241.577393
	Iteration 25Q: 3 clusters Score -5837080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5837086.500000 Penalty: 3241.577393
	Iteration 26Q: 3 clusters Score -5837086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5837082.500000 Penalty: 3241.577393
	Iteration 27Q: 3 clusters Score -5837082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5837084.000000 Penalty: 3241.577393
	Iteration 28Q: 3 clusters Score -5837084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5837096.500000 Penalty: 3241.577393
	Iteration 29Q: 3 clusters Score -5837096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5837104.000000 Penalty: 3241.577393
	Iteration 30Q: 3 clusters Score -5837104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5837105.000000 Penalty: 3241.577393
	Iteration 31Q: 3 clusters Score -5837105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5837113.500000 Penalty: 3241.577393
	Iteration 32Q: 3 clusters Score -5837114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5837119.000000 Penalty: 3241.577393
	Iteration 33Q: 3 clusters Score -5837119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5837120.500000 Penalty: 3241.577393
	Iteration 34Q: 3 clusters Score -5837120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5837124.500000 Penalty: 3241.577393
	Iteration 35Q: 3 clusters Score -5837124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5837126.000000 Penalty: 3241.577393
	Iteration 36Q: 3 clusters Score -5837126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5837128.000000 Penalty: 3241.577393
	Iteration 37Q: 3 clusters Score -5837128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5837130.500000 Penalty: 3241.577393
	Iteration 38Q: 3 clusters Score -5837130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5837135.000000 Penalty: 3241.577393
	Iteration 39Q: 3 clusters Score -5837135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5837131.500000 Penalty: 3241.577393
	Iteration 40F: 3 clusters Score -5837132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5837133.000000 Penalty: 3241.577393
	Iteration 41Q: 3 clusters Score -5837133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5837133.000000 Penalty: 3241.577393
	Iteration 42F: 3 clusters Score -5837133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Entering Unmasked Estep 
Score: -2326858.250000 Penalty: 1494.558350
	Iteration 0F: 2 clusters Score -2326858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2311816.750000 Penalty: 2989.116699
	Iteration 0F: 3 clusters Score -2311817 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2317320.500000 Penalty: 2989.116699
	Iteration 1F: 3 clusters Score -2317320 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2317743.000000 Penalty: 2989.116699
	Iteration 2F: 3 clusters Score -2317743 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2318109.250000 Penalty: 2989.116699
	Iteration 3Q: 3 clusters Score -2318109 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2318385.500000 Penalty: 2989.116699
	Iteration 4Q: 3 clusters Score -2318386 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2318615.750000 Penalty: 2989.116699
	Iteration 5Q: 3 clusters Score -2318616 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2318819.250000 Penalty: 2989.116699
	Iteration 6Q: 3 clusters Score -2318819 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2319018.500000 Penalty: 2989.116699
	Iteration 7Q: 3 clusters Score -2319018 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2319219.500000 Penalty: 2989.116699
	Iteration 8Q: 3 clusters Score -2319220 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2319474.000000 Penalty: 2989.116699
	Iteration 9Q: 3 clusters Score -2319474 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2319753.000000 Penalty: 2989.116699
	Iteration 10Q: 3 clusters Score -2319753 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2320101.750000 Penalty: 2989.116699
	Iteration 11Q: 3 clusters Score -2320102 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2320544.000000 Penalty: 2989.116699
	Iteration 12Q: 3 clusters Score -2320544 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2321104.500000 Penalty: 2989.116699
	Iteration 13Q: 3 clusters Score -2321104 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2321773.750000 Penalty: 2989.116699
	Iteration 14Q: 3 clusters Score -2321774 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2322542.250000 Penalty: 2989.116699
	Iteration 15F: 3 clusters Score -2322542 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2323354.750000 Penalty: 2989.116699
	Iteration 16Q: 3 clusters Score -2323355 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2324107.000000 Penalty: 2989.116699
	Iteration 17Q: 3 clusters Score -2324107 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2324747.750000 Penalty: 2989.116699
	Iteration 18Q: 3 clusters Score -2324748 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2325215.500000 Penalty: 2989.116699
	Iteration 19Q: 3 clusters Score -2325216 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2325521.500000 Penalty: 2989.116699
	Iteration 20F: 3 clusters Score -2325522 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2325721.500000 Penalty: 2989.116699
	Iteration 21Q: 3 clusters Score -2325722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2325819.500000 Penalty: 2989.116699
	Iteration 22Q: 3 clusters Score -2325820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2325873.250000 Penalty: 2989.116699
	Iteration 23Q: 3 clusters Score -2325873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2325909.250000 Penalty: 2989.116699
	Iteration 24Q: 3 clusters Score -2325909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2325944.250000 Penalty: 2989.116699
	Iteration 25Q: 3 clusters Score -2325944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2325962.750000 Penalty: 2989.116699
	Iteration 26Q: 3 clusters Score -2325963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2325969.000000 Penalty: 2989.116699
	Iteration 27Q: 3 clusters Score -2325969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2325972.500000 Penalty: 2989.116699
	Iteration 28Q: 3 clusters Score -2325972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2325977.000000 Penalty: 2989.116699
	Iteration 29Q: 3 clusters Score -2325977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2325978.250000 Penalty: 2989.116699
	Iteration 30Q: 3 clusters Score -2325978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2325978.250000 Penalty: 2989.116699
	Iteration 31F: 3 clusters Score -2325978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Entering Unmasked Estep 
Score: -4495599.000000 Penalty: 1578.436646
	Iteration 0F: 2 clusters Score -4495599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4469286.500000 Penalty: 3156.873291
	Iteration 0F: 3 clusters Score -4469286 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4479554.000000 Penalty: 3156.873291
	Iteration 1F: 3 clusters Score -4479554 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4480197.500000 Penalty: 3156.873291
	Iteration 2Q: 3 clusters Score -4480198 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -4480842.000000 Penalty: 3156.873291
	Iteration 3Q: 3 clusters Score -4480842 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4481508.000000 Penalty: 3156.873291
	Iteration 4Q: 3 clusters Score -4481508 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4482305.500000 Penalty: 3156.873291
	Iteration 5Q: 3 clusters Score -4482306 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4483285.500000 Penalty: 3156.873291
	Iteration 6Q: 3 clusters Score -4483286 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -4484469.500000 Penalty: 3156.873291
	Iteration 7F: 3 clusters Score -4484470 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -4485943.500000 Penalty: 3156.873291
	Iteration 8F: 3 clusters Score -4485944 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4487619.000000 Penalty: 3156.873291
	Iteration 9F: 3 clusters Score -4487619 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -4489267.500000 Penalty: 3156.873291
	Iteration 10F: 3 clusters Score -4489268 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -4490669.000000 Penalty: 3156.873291
	Iteration 11Q: 3 clusters Score -4490669 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4491679.000000 Penalty: 3156.873291
	Iteration 12Q: 3 clusters Score -4491679 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -4492270.500000 Penalty: 3156.873291
	Iteration 13Q: 3 clusters Score -4492270 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -4492598.000000 Penalty: 3156.873291
	Iteration 14Q: 3 clusters Score -4492598 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -4492846.500000 Penalty: 3156.873291
	Iteration 15Q: 3 clusters Score -4492846 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4493019.500000 Penalty: 3156.873291
	Iteration 16Q: 3 clusters Score -4493020 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4493161.000000 Penalty: 3156.873291
	Iteration 17Q: 3 clusters Score -4493161 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4493286.500000 Penalty: 3156.873291
	Iteration 18Q: 3 clusters Score -4493286 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4493385.000000 Penalty: 3156.873291
	Iteration 19Q: 3 clusters Score -4493385 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4493482.500000 Penalty: 3156.873291
	Iteration 20F: 3 clusters Score -4493482 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -4493542.500000 Penalty: 3156.873291
	Iteration 21Q: 3 clusters Score -4493542 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4493590.500000 Penalty: 3156.873291
	Iteration 22Q: 3 clusters Score -4493590 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -4493643.000000 Penalty: 3156.873291
	Iteration 23Q: 3 clusters Score -4493643 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -4493678.500000 Penalty: 3156.873291
	Iteration 24Q: 3 clusters Score -4493678 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4493717.500000 Penalty: 3156.873291
	Iteration 25Q: 3 clusters Score -4493718 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4493738.000000 Penalty: 3156.873291
	Iteration 26Q: 3 clusters Score -4493738 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4493767.000000 Penalty: 3156.873291
	Iteration 27Q: 3 clusters Score -4493767 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4493779.500000 Penalty: 3156.873291
	Iteration 28Q: 3 clusters Score -4493780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4493819.500000 Penalty: 3156.873291
	Iteration 29Q: 3 clusters Score -4493820 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4493825.000000 Penalty: 3156.873291
	Iteration 30Q: 3 clusters Score -4493825 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -4493856.000000 Penalty: 3156.873291
	Iteration 31Q: 3 clusters Score -4493856 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4493891.000000 Penalty: 3156.873291
	Iteration 32Q: 3 clusters Score -4493891 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -4493917.000000 Penalty: 3156.873291
	Iteration 33Q: 3 clusters Score -4493917 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4493946.000000 Penalty: 3156.873291
	Iteration 34Q: 3 clusters Score -4493946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -4493966.000000 Penalty: 3156.873291
	Iteration 35Q: 3 clusters Score -4493966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4493984.000000 Penalty: 3156.873291
	Iteration 36Q: 3 clusters Score -4493984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4494007.000000 Penalty: 3156.873291
	Iteration 37Q: 3 clusters Score -4494007 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4494026.500000 Penalty: 3156.873291
	Iteration 38Q: 3 clusters Score -4494026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -4494032.500000 Penalty: 3156.873291
	Iteration 39Q: 3 clusters Score -4494032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4494050.000000 Penalty: 3156.873291
	Iteration 40F: 3 clusters Score -4494050 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4494051.000000 Penalty: 3156.873291
	Iteration 41Q: 3 clusters Score -4494051 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -4494074.000000 Penalty: 3156.873291
	Iteration 42Q: 3 clusters Score -4494074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4494091.000000 Penalty: 3156.873291
	Iteration 43Q: 3 clusters Score -4494091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4494098.500000 Penalty: 3156.873291
	Iteration 44Q: 3 clusters Score -4494098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4494105.500000 Penalty: 3156.873291
	Iteration 45Q: 3 clusters Score -4494106 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4494116.000000 Penalty: 3156.873291
	Iteration 46Q: 3 clusters Score -4494116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4494131.000000 Penalty: 3156.873291
	Iteration 47Q: 3 clusters Score -4494131 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4494160.000000 Penalty: 3156.873291
	Iteration 48Q: 3 clusters Score -4494160 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4494172.500000 Penalty: 3156.873291
	Iteration 49Q: 3 clusters Score -4494172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4494183.500000 Penalty: 3156.873291
	Iteration 50Q: 3 clusters Score -4494184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4494199.500000 Penalty: 3156.873291
	Iteration 51Q: 3 clusters Score -4494200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4494210.500000 Penalty: 3156.873291
	Iteration 52Q: 3 clusters Score -4494210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4494223.000000 Penalty: 3156.873291
	Iteration 53Q: 3 clusters Score -4494223 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4494227.000000 Penalty: 3156.873291
	Iteration 54Q: 3 clusters Score -4494227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4494229.000000 Penalty: 3156.873291
	Iteration 55Q: 3 clusters Score -4494229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -4494247.000000 Penalty: 3156.873291
	Iteration 56Q: 3 clusters Score -4494247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4494250.000000 Penalty: 3156.873291
	Iteration 57Q: 3 clusters Score -4494250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4494256.500000 Penalty: 3156.873291
	Iteration 58Q: 3 clusters Score -4494256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -4494250.500000 Penalty: 3156.873291
	Iteration 59Q: 3 clusters Score -4494250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4494246.500000 Penalty: 3156.873291
	Iteration 60F: 3 clusters Score -4494246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4494249.000000 Penalty: 3156.873291
	Iteration 61Q: 3 clusters Score -4494249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4494253.000000 Penalty: 3156.873291
	Iteration 62Q: 3 clusters Score -4494253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -4494252.000000 Penalty: 3156.873291
	Iteration 63Q: 3 clusters Score -4494252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -4494253.500000 Penalty: 3156.873291
	Iteration 64Q: 3 clusters Score -4494254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4494257.500000 Penalty: 3156.873291
	Iteration 65Q: 3 clusters Score -4494258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4494258.000000 Penalty: 3156.873291
	Iteration 66Q: 3 clusters Score -4494258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4494259.000000 Penalty: 3156.873291
	Iteration 67Q: 3 clusters Score -4494259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -4494260.000000 Penalty: 3156.873291
	Iteration 68Q: 3 clusters Score -4494260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4494271.500000 Penalty: 3156.873291
	Iteration 69Q: 3 clusters Score -4494272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -4494268.500000 Penalty: 3156.873291
	Iteration 70Q: 3 clusters Score -4494268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4494264.500000 Penalty: 3156.873291
	Iteration 71Q: 3 clusters Score -4494264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -4494275.500000 Penalty: 3156.873291
	Iteration 72Q: 3 clusters Score -4494276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -4494272.500000 Penalty: 3156.873291
	Iteration 73Q: 3 clusters Score -4494272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4494282.500000 Penalty: 3156.873291
	Iteration 74Q: 3 clusters Score -4494282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4494284.000000 Penalty: 3156.873291
	Iteration 75Q: 3 clusters Score -4494284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -4494294.000000 Penalty: 3156.873291
	Iteration 76Q: 3 clusters Score -4494294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4494299.000000 Penalty: 3156.873291
	Iteration 77Q: 3 clusters Score -4494299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -4494310.000000 Penalty: 3156.873291
	Iteration 78Q: 3 clusters Score -4494310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -4494305.000000 Penalty: 3156.873291
	Iteration 79Q: 3 clusters Score -4494305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4494308.000000 Penalty: 3156.873291
	Iteration 80F: 3 clusters Score -4494308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -4494310.000000 Penalty: 3156.873291
	Iteration 81Q: 3 clusters Score -4494310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -4494307.000000 Penalty: 3156.873291
	Iteration 82Q: 3 clusters Score -4494307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4494307.000000 Penalty: 3156.873291
	Iteration 83Q: 3 clusters Score -4494307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4494311.500000 Penalty: 3156.873291
	Iteration 84Q: 3 clusters Score -4494312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -4494314.000000 Penalty: 3156.873291
	Iteration 85Q: 3 clusters Score -4494314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4494317.500000 Penalty: 3156.873291
	Iteration 86Q: 3 clusters Score -4494318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -4494312.500000 Penalty: 3156.873291
	Iteration 87Q: 3 clusters Score -4494312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -4494318.500000 Penalty: 3156.873291
	Iteration 88Q: 3 clusters Score -4494318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4494318.000000 Penalty: 3156.873291
	Iteration 89Q: 3 clusters Score -4494318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -4494323.000000 Penalty: 3156.873291
	Iteration 90Q: 3 clusters Score -4494323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -4494328.500000 Penalty: 3156.873291
	Iteration 91Q: 3 clusters Score -4494328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4494329.500000 Penalty: 3156.873291
	Iteration 92Q: 3 clusters Score -4494330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -4494333.000000 Penalty: 3156.873291
	Iteration 93Q: 3 clusters Score -4494333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4494332.000000 Penalty: 3156.873291
	Iteration 94Q: 3 clusters Score -4494332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -4494334.500000 Penalty: 3156.873291
	Iteration 95Q: 3 clusters Score -4494334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -4494336.000000 Penalty: 3156.873291
	Iteration 96Q: 3 clusters Score -4494336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -4494336.000000 Penalty: 3156.873291
	Iteration 97F: 3 clusters Score -4494336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -145625.031250 Penalty: 1084.998413
	Iteration 0F: 2 clusters Score -145625 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 708 members 
Entering Unmasked Estep 
Score: -144076.265625 Penalty: 2169.996826
	Iteration 0F: 3 clusters Score -144076.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -144440.906250 Penalty: 2169.996826
	Iteration 1F: 3 clusters Score -144440.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144555.593750 Penalty: 2169.996826
	Iteration 2F: 3 clusters Score -144555.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144612.125000 Penalty: 2169.996826
	Iteration 3Q: 3 clusters Score -144612.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -144655.468750 Penalty: 2169.996826
	Iteration 4Q: 3 clusters Score -144655.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144680.906250 Penalty: 2169.996826
	Iteration 5Q: 3 clusters Score -144680.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144698.093750 Penalty: 2169.996826
	Iteration 6Q: 3 clusters Score -144698.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -144715.765625 Penalty: 2169.996826
	Iteration 7Q: 3 clusters Score -144715.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -144729.031250 Penalty: 2169.996826
	Iteration 8Q: 3 clusters Score -144729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -144734.500000 Penalty: 2169.996826
	Iteration 9Q: 3 clusters Score -144734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144738.031250 Penalty: 2169.996826
	Iteration 10Q: 3 clusters Score -144738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -144741.671875 Penalty: 2169.996826
	Iteration 11Q: 3 clusters Score -144741.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -144745.703125 Penalty: 2169.996826
	Iteration 12Q: 3 clusters Score -144745.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -144753.578125 Penalty: 2169.996826
	Iteration 13Q: 3 clusters Score -144753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -144757.546875 Penalty: 2169.996826
	Iteration 14Q: 3 clusters Score -144757.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144761.625000 Penalty: 2169.996826
	Iteration 15Q: 3 clusters Score -144761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144762.250000 Penalty: 2169.996826
	Iteration 16Q: 3 clusters Score -144762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -144762.250000 Penalty: 2169.996826
	Iteration 17F: 3 clusters Score -144762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -770695.312500 Penalty: 1305.226074
	Iteration 0F: 2 clusters Score -770695.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -766117.000000 Penalty: 2610.452148
	Iteration 0F: 3 clusters Score -766117 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -767469.250000 Penalty: 2610.452148
	Iteration 1F: 3 clusters Score -767469.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -767716.312500 Penalty: 2610.452148
	Iteration 2F: 3 clusters Score -767716.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -767857.875000 Penalty: 2610.452148
	Iteration 3Q: 3 clusters Score -767857.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -767941.937500 Penalty: 2610.452148
	Iteration 4Q: 3 clusters Score -767941.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -767998.125000 Penalty: 2610.452148
	Iteration 5Q: 3 clusters Score -767998.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -768033.062500 Penalty: 2610.452148
	Iteration 6Q: 3 clusters Score -768033.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -768063.875000 Penalty: 2610.452148
	Iteration 7Q: 3 clusters Score -768063.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -768086.250000 Penalty: 2610.452148
	Iteration 8Q: 3 clusters Score -768086.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -768109.937500 Penalty: 2610.452148
	Iteration 9Q: 3 clusters Score -768109.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -768127.250000 Penalty: 2610.452148
	Iteration 10Q: 3 clusters Score -768127.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -768144.375000 Penalty: 2610.452148
	Iteration 11Q: 3 clusters Score -768144.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -768154.625000 Penalty: 2610.452148
	Iteration 12Q: 3 clusters Score -768154.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -768164.937500 Penalty: 2610.452148
	Iteration 13Q: 3 clusters Score -768164.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -768173.000000 Penalty: 2610.452148
	Iteration 14Q: 3 clusters Score -768173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -768177.937500 Penalty: 2610.452148
	Iteration 15Q: 3 clusters Score -768177.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -768186.625000 Penalty: 2610.452148
	Iteration 16Q: 3 clusters Score -768186.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -768190.687500 Penalty: 2610.452148
	Iteration 17Q: 3 clusters Score -768190.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -768196.375000 Penalty: 2610.452148
	Iteration 18Q: 3 clusters Score -768196.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -768202.000000 Penalty: 2610.452148
	Iteration 19Q: 3 clusters Score -768202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -768205.000000 Penalty: 2610.452148
	Iteration 20F: 3 clusters Score -768205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -768208.125000 Penalty: 2610.452148
	Iteration 21Q: 3 clusters Score -768208.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -768210.625000 Penalty: 2610.452148
	Iteration 22Q: 3 clusters Score -768210.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -768211.625000 Penalty: 2610.452148
	Iteration 23Q: 3 clusters Score -768211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -768214.125000 Penalty: 2610.452148
	Iteration 24Q: 3 clusters Score -768214.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -768215.812500 Penalty: 2610.452148
	Iteration 25Q: 3 clusters Score -768215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -768219.250000 Penalty: 2610.452148
	Iteration 26Q: 3 clusters Score -768219.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -768224.062500 Penalty: 2610.452148
	Iteration 27Q: 3 clusters Score -768224.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -768229.500000 Penalty: 2610.452148
	Iteration 28Q: 3 clusters Score -768229.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -768231.625000 Penalty: 2610.452148
	Iteration 29Q: 3 clusters Score -768231.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -768237.375000 Penalty: 2610.452148
	Iteration 30Q: 3 clusters Score -768237.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -768241.687500 Penalty: 2610.452148
	Iteration 31Q: 3 clusters Score -768241.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -768244.125000 Penalty: 2610.452148
	Iteration 32Q: 3 clusters Score -768244.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -768246.125000 Penalty: 2610.452148
	Iteration 33Q: 3 clusters Score -768246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -768245.750000 Penalty: 2610.452148
	Iteration 34Q: 3 clusters Score -768245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -768247.687500 Penalty: 2610.452148
	Iteration 35Q: 3 clusters Score -768247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -768248.875000 Penalty: 2610.452148
	Iteration 36Q: 3 clusters Score -768248.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -768248.125000 Penalty: 2610.452148
	Iteration 37Q: 3 clusters Score -768248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -768249.875000 Penalty: 2610.452148
	Iteration 38Q: 3 clusters Score -768249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -768250.250000 Penalty: 2610.452148
	Iteration 39Q: 3 clusters Score -768250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -768249.375000 Penalty: 2610.452148
	Iteration 40F: 3 clusters Score -768249.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Entering Unmasked Estep 
Score: -216564.562500 Penalty: 1136.348755
	Iteration 0F: 2 clusters Score -216564.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -214631.984375 Penalty: 2272.697510
	Iteration 0F: 3 clusters Score -214632 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -215101.296875 Penalty: 2272.697510
	Iteration 1F: 3 clusters Score -215101.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -215234.875000 Penalty: 2272.697510
	Iteration 2F: 3 clusters Score -215234.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -215305.406250 Penalty: 2272.697510
	Iteration 3Q: 3 clusters Score -215305.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -215347.125000 Penalty: 2272.697510
	Iteration 4Q: 3 clusters Score -215347.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -215369.484375 Penalty: 2272.697510
	Iteration 5Q: 3 clusters Score -215369.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -215390.671875 Penalty: 2272.697510
	Iteration 6Q: 3 clusters Score -215390.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -215402.921875 Penalty: 2272.697510
	Iteration 7Q: 3 clusters Score -215402.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215410.843750 Penalty: 2272.697510
	Iteration 8Q: 3 clusters Score -215410.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -215421.718750 Penalty: 2272.697510
	Iteration 9Q: 3 clusters Score -215421.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -215430.625000 Penalty: 2272.697510
	Iteration 10Q: 3 clusters Score -215430.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -215433.453125 Penalty: 2272.697510
	Iteration 11Q: 3 clusters Score -215433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -215435.656250 Penalty: 2272.697510
	Iteration 12Q: 3 clusters Score -215435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -215438.703125 Penalty: 2272.697510
	Iteration 13Q: 3 clusters Score -215438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -215440.375000 Penalty: 2272.697510
	Iteration 14Q: 3 clusters Score -215440.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -215443.343750 Penalty: 2272.697510
	Iteration 15Q: 3 clusters Score -215443.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -215445.718750 Penalty: 2272.697510
	Iteration 16Q: 3 clusters Score -215445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -215447.859375 Penalty: 2272.697510
	Iteration 17Q: 3 clusters Score -215447.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -215449.968750 Penalty: 2272.697510
	Iteration 18Q: 3 clusters Score -215450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -215451.421875 Penalty: 2272.697510
	Iteration 19Q: 3 clusters Score -215451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -215451.890625 Penalty: 2272.697510
	Iteration 20F: 3 clusters Score -215451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -215452.156250 Penalty: 2272.697510
	Iteration 21Q: 3 clusters Score -215452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -215452.156250 Penalty: 2272.697510
	Iteration 22F: 3 clusters Score -215452.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -198095.015625 Penalty: 1118.607178
	Iteration 0F: 2 clusters Score -198095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -196338.593750 Penalty: 2237.214355
	Iteration 0F: 3 clusters Score -196338.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -196767.671875 Penalty: 2237.214355
	Iteration 1F: 3 clusters Score -196767.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -196863.281250 Penalty: 2237.214355
	Iteration 2F: 3 clusters Score -196863.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -196912.296875 Penalty: 2237.214355
	Iteration 3Q: 3 clusters Score -196912.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -196944.437500 Penalty: 2237.214355
	Iteration 4Q: 3 clusters Score -196944.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -196967.203125 Penalty: 2237.214355
	Iteration 5Q: 3 clusters Score -196967.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -196985.796875 Penalty: 2237.214355
	Iteration 6Q: 3 clusters Score -196985.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -196995.343750 Penalty: 2237.214355
	Iteration 7Q: 3 clusters Score -196995.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -196998.140625 Penalty: 2237.214355
	Iteration 8Q: 3 clusters Score -196998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -197001.140625 Penalty: 2237.214355
	Iteration 9Q: 3 clusters Score -197001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -197002.968750 Penalty: 2237.214355
	Iteration 10Q: 3 clusters Score -197003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -197004.125000 Penalty: 2237.214355
	Iteration 11Q: 3 clusters Score -197004.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -197005.250000 Penalty: 2237.214355
	Iteration 12Q: 3 clusters Score -197005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -197007.218750 Penalty: 2237.214355
	Iteration 13Q: 3 clusters Score -197007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -197008.750000 Penalty: 2237.214355
	Iteration 14Q: 3 clusters Score -197008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -197009.218750 Penalty: 2237.214355
	Iteration 15Q: 3 clusters Score -197009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -197009.218750 Penalty: 2237.214355
	Iteration 16F: 3 clusters Score -197009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Entering Unmasked Estep 
Score: -3865428.250000 Penalty: 1555.804688
	Iteration 0F: 2 clusters Score -3865428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -3842809.750000 Penalty: 3111.609375
	Iteration 0F: 3 clusters Score -3842810 nChanged 15841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -3851261.750000 Penalty: 3111.609375
	Iteration 1F: 3 clusters Score -3851262 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3851693.500000 Penalty: 3111.609375
	Iteration 2Q: 3 clusters Score -3851694 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3852084.500000 Penalty: 3111.609375
	Iteration 3Q: 3 clusters Score -3852084 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3852505.750000 Penalty: 3111.609375
	Iteration 4Q: 3 clusters Score -3852506 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3852947.750000 Penalty: 3111.609375
	Iteration 5Q: 3 clusters Score -3852948 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3853540.500000 Penalty: 3111.609375
	Iteration 6Q: 3 clusters Score -3853540 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3854284.250000 Penalty: 3111.609375
	Iteration 7Q: 3 clusters Score -3854284 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3855309.500000 Penalty: 3111.609375
	Iteration 8F: 3 clusters Score -3855310 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3856531.500000 Penalty: 3111.609375
	Iteration 9F: 3 clusters Score -3856532 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3857869.500000 Penalty: 3111.609375
	Iteration 10F: 3 clusters Score -3857870 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3859121.750000 Penalty: 3111.609375
	Iteration 11F: 3 clusters Score -3859122 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -3860198.000000 Penalty: 3111.609375
	Iteration 12Q: 3 clusters Score -3860198 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3861053.000000 Penalty: 3111.609375
	Iteration 13Q: 3 clusters Score -3861053 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3861775.000000 Penalty: 3111.609375
	Iteration 14Q: 3 clusters Score -3861775 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3862374.250000 Penalty: 3111.609375
	Iteration 15Q: 3 clusters Score -3862374 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3862841.500000 Penalty: 3111.609375
	Iteration 16Q: 3 clusters Score -3862842 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3863222.250000 Penalty: 3111.609375
	Iteration 17Q: 3 clusters Score -3863222 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3863503.250000 Penalty: 3111.609375
	Iteration 18Q: 3 clusters Score -3863503 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3863703.500000 Penalty: 3111.609375
	Iteration 19Q: 3 clusters Score -3863704 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3863851.750000 Penalty: 3111.609375
	Iteration 20F: 3 clusters Score -3863852 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3863962.000000 Penalty: 3111.609375
	Iteration 21Q: 3 clusters Score -3863962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3864025.500000 Penalty: 3111.609375
	Iteration 22Q: 3 clusters Score -3864026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3864063.250000 Penalty: 3111.609375
	Iteration 23Q: 3 clusters Score -3864063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3864089.250000 Penalty: 3111.609375
	Iteration 24Q: 3 clusters Score -3864089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3864110.250000 Penalty: 3111.609375
	Iteration 25Q: 3 clusters Score -3864110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3864138.750000 Penalty: 3111.609375
	Iteration 26Q: 3 clusters Score -3864139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3864155.250000 Penalty: 3111.609375
	Iteration 27Q: 3 clusters Score -3864155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3864177.000000 Penalty: 3111.609375
	Iteration 28Q: 3 clusters Score -3864177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3864189.250000 Penalty: 3111.609375
	Iteration 29Q: 3 clusters Score -3864189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3864200.750000 Penalty: 3111.609375
	Iteration 30Q: 3 clusters Score -3864201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3864213.000000 Penalty: 3111.609375
	Iteration 31Q: 3 clusters Score -3864213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3864226.000000 Penalty: 3111.609375
	Iteration 32Q: 3 clusters Score -3864226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3864226.750000 Penalty: 3111.609375
	Iteration 33Q: 3 clusters Score -3864227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3864234.250000 Penalty: 3111.609375
	Iteration 34Q: 3 clusters Score -3864234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3864239.500000 Penalty: 3111.609375
	Iteration 35Q: 3 clusters Score -3864240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3864242.000000 Penalty: 3111.609375
	Iteration 36Q: 3 clusters Score -3864242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3864243.000000 Penalty: 3111.609375
	Iteration 37Q: 3 clusters Score -3864243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3864243.750000 Penalty: 3111.609375
	Iteration 38Q: 3 clusters Score -3864244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3864242.750000 Penalty: 3111.609375
	Iteration 39Q: 3 clusters Score -3864243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3864242.750000 Penalty: 3111.609375
	Iteration 40F: 3 clusters Score -3864243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Entering Unmasked Estep 
Score: -3522859.750000 Penalty: 1542.464722
	Iteration 0F: 2 clusters Score -3522860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3502254.500000 Penalty: 3084.929443
	Iteration 0F: 3 clusters Score -3502254 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3509985.750000 Penalty: 3084.929443
	Iteration 1F: 3 clusters Score -3509986 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3510437.750000 Penalty: 3084.929443
	Iteration 2Q: 3 clusters Score -3510438 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3510895.250000 Penalty: 3084.929443
	Iteration 3Q: 3 clusters Score -3510895 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3511337.500000 Penalty: 3084.929443
	Iteration 4Q: 3 clusters Score -3511338 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3511822.250000 Penalty: 3084.929443
	Iteration 5Q: 3 clusters Score -3511822 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3512447.000000 Penalty: 3084.929443
	Iteration 6Q: 3 clusters Score -3512447 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3513162.250000 Penalty: 3084.929443
	Iteration 7Q: 3 clusters Score -3513162 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3513968.250000 Penalty: 3084.929443
	Iteration 8Q: 3 clusters Score -3513968 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3514781.000000 Penalty: 3084.929443
	Iteration 9Q: 3 clusters Score -3514781 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3515515.500000 Penalty: 3084.929443
	Iteration 10Q: 3 clusters Score -3515516 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3516153.250000 Penalty: 3084.929443
	Iteration 11Q: 3 clusters Score -3516153 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3516691.750000 Penalty: 3084.929443
	Iteration 12Q: 3 clusters Score -3516692 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3517183.000000 Penalty: 3084.929443
	Iteration 13Q: 3 clusters Score -3517183 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3517607.000000 Penalty: 3084.929443
	Iteration 14Q: 3 clusters Score -3517607 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3518076.250000 Penalty: 3084.929443
	Iteration 15Q: 3 clusters Score -3518076 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3518540.250000 Penalty: 3084.929443
	Iteration 16Q: 3 clusters Score -3518540 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3518968.500000 Penalty: 3084.929443
	Iteration 17Q: 3 clusters Score -3518968 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3519332.750000 Penalty: 3084.929443
	Iteration 18Q: 3 clusters Score -3519333 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3519582.500000 Penalty: 3084.929443
	Iteration 19Q: 3 clusters Score -3519582 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3519800.000000 Penalty: 3084.929443
	Iteration 20F: 3 clusters Score -3519800 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3519969.000000 Penalty: 3084.929443
	Iteration 21Q: 3 clusters Score -3519969 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3520115.500000 Penalty: 3084.929443
	Iteration 22Q: 3 clusters Score -3520116 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3520240.000000 Penalty: 3084.929443
	Iteration 23Q: 3 clusters Score -3520240 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3520319.500000 Penalty: 3084.929443
	Iteration 24Q: 3 clusters Score -3520320 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3520417.250000 Penalty: 3084.929443
	Iteration 25Q: 3 clusters Score -3520417 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3520532.000000 Penalty: 3084.929443
	Iteration 26Q: 3 clusters Score -3520532 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3520653.250000 Penalty: 3084.929443
	Iteration 27Q: 3 clusters Score -3520653 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3520773.750000 Penalty: 3084.929443
	Iteration 28Q: 3 clusters Score -3520774 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3520889.500000 Penalty: 3084.929443
	Iteration 29Q: 3 clusters Score -3520890 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3521014.500000 Penalty: 3084.929443
	Iteration 30Q: 3 clusters Score -3521014 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3521153.000000 Penalty: 3084.929443
	Iteration 31Q: 3 clusters Score -3521153 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3521266.500000 Penalty: 3084.929443
	Iteration 32Q: 3 clusters Score -3521266 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3521380.500000 Penalty: 3084.929443
	Iteration 33Q: 3 clusters Score -3521380 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3521470.750000 Penalty: 3084.929443
	Iteration 34Q: 3 clusters Score -3521471 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3521586.250000 Penalty: 3084.929443
	Iteration 35Q: 3 clusters Score -3521586 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3521666.000000 Penalty: 3084.929443
	Iteration 36Q: 3 clusters Score -3521666 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3521737.250000 Penalty: 3084.929443
	Iteration 37Q: 3 clusters Score -3521737 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3521806.000000 Penalty: 3084.929443
	Iteration 38Q: 3 clusters Score -3521806 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3521875.250000 Penalty: 3084.929443
	Iteration 39Q: 3 clusters Score -3521875 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3521943.750000 Penalty: 3084.929443
	Iteration 40F: 3 clusters Score -3521944 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3522001.500000 Penalty: 3084.929443
	Iteration 41Q: 3 clusters Score -3522002 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3522055.000000 Penalty: 3084.929443
	Iteration 42Q: 3 clusters Score -3522055 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -3522084.500000 Penalty: 3084.929443
	Iteration 43Q: 3 clusters Score -3522084 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3522121.500000 Penalty: 3084.929443
	Iteration 44Q: 3 clusters Score -3522122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3522151.000000 Penalty: 3084.929443
	Iteration 45Q: 3 clusters Score -3522151 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3522162.500000 Penalty: 3084.929443
	Iteration 46Q: 3 clusters Score -3522162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3522195.500000 Penalty: 3084.929443
	Iteration 47Q: 3 clusters Score -3522196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -3522213.500000 Penalty: 3084.929443
	Iteration 48Q: 3 clusters Score -3522214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3522223.250000 Penalty: 3084.929443
	Iteration 49Q: 3 clusters Score -3522223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3522234.250000 Penalty: 3084.929443
	Iteration 50Q: 3 clusters Score -3522234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -3522244.500000 Penalty: 3084.929443
	Iteration 51Q: 3 clusters Score -3522244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3522251.000000 Penalty: 3084.929443
	Iteration 52Q: 3 clusters Score -3522251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3522254.750000 Penalty: 3084.929443
	Iteration 53Q: 3 clusters Score -3522255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3522263.250000 Penalty: 3084.929443
	Iteration 54Q: 3 clusters Score -3522263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3522271.250000 Penalty: 3084.929443
	Iteration 55Q: 3 clusters Score -3522271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -3522277.750000 Penalty: 3084.929443
	Iteration 56Q: 3 clusters Score -3522278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3522279.500000 Penalty: 3084.929443
	Iteration 57Q: 3 clusters Score -3522280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3522279.250000 Penalty: 3084.929443
	Iteration 58Q: 3 clusters Score -3522279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -3522287.250000 Penalty: 3084.929443
	Iteration 59Q: 3 clusters Score -3522287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3522289.750000 Penalty: 3084.929443
	Iteration 60F: 3 clusters Score -3522290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3522290.500000 Penalty: 3084.929443
	Iteration 61Q: 3 clusters Score -3522290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3522291.250000 Penalty: 3084.929443
	Iteration 62Q: 3 clusters Score -3522291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3522289.500000 Penalty: 3084.929443
	Iteration 63Q: 3 clusters Score -3522290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -3522292.500000 Penalty: 3084.929443
	Iteration 64Q: 3 clusters Score -3522292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -3522296.750000 Penalty: 3084.929443
	Iteration 65Q: 3 clusters Score -3522297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -3522304.250000 Penalty: 3084.929443
	Iteration 66Q: 3 clusters Score -3522304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -3522309.750000 Penalty: 3084.929443
	Iteration 67Q: 3 clusters Score -3522310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3522315.250000 Penalty: 3084.929443
	Iteration 68Q: 3 clusters Score -3522315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -3522315.000000 Penalty: 3084.929443
	Iteration 69Q: 3 clusters Score -3522315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -3522317.000000 Penalty: 3084.929443
	Iteration 70Q: 3 clusters Score -3522317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3522312.750000 Penalty: 3084.929443
	Iteration 71Q: 3 clusters Score -3522313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3522324.500000 Penalty: 3084.929443
	Iteration 72Q: 3 clusters Score -3522324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -3522328.250000 Penalty: 3084.929443
	Iteration 73Q: 3 clusters Score -3522328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3522326.000000 Penalty: 3084.929443
	Iteration 74Q: 3 clusters Score -3522326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -3522331.250000 Penalty: 3084.929443
	Iteration 75Q: 3 clusters Score -3522331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -3522332.750000 Penalty: 3084.929443
	Iteration 76Q: 3 clusters Score -3522333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -3522335.000000 Penalty: 3084.929443
	Iteration 77Q: 3 clusters Score -3522335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -3522337.000000 Penalty: 3084.929443
	Iteration 78Q: 3 clusters Score -3522337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3522333.500000 Penalty: 3084.929443
	Iteration 79Q: 3 clusters Score -3522334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3522334.750000 Penalty: 3084.929443
	Iteration 80F: 3 clusters Score -3522335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3522336.750000 Penalty: 3084.929443
	Iteration 81Q: 3 clusters Score -3522337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3522333.250000 Penalty: 3084.929443
	Iteration 82Q: 3 clusters Score -3522333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3522336.750000 Penalty: 3084.929443
	Iteration 83Q: 3 clusters Score -3522337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3522335.500000 Penalty: 3084.929443
	Iteration 84Q: 3 clusters Score -3522336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3522336.500000 Penalty: 3084.929443
	Iteration 85Q: 3 clusters Score -3522336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3522336.500000 Penalty: 3084.929443
	Iteration 86F: 3 clusters Score -3522336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Entering Unmasked Estep 
Score: -3121208.750000 Penalty: 1523.093750
	Iteration 0F: 2 clusters Score -3121209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3103056.000000 Penalty: 3046.187500
	Iteration 0F: 3 clusters Score -3103056 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3110052.000000 Penalty: 3046.187500
	Iteration 1F: 3 clusters Score -3110052 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3110804.000000 Penalty: 3046.187500
	Iteration 2F: 3 clusters Score -3110804 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3111813.000000 Penalty: 3046.187500
	Iteration 3F: 3 clusters Score -3111813 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3113072.250000 Penalty: 3046.187500
	Iteration 4F: 3 clusters Score -3113072 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3114489.250000 Penalty: 3046.187500
	Iteration 5F: 3 clusters Score -3114489 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3115801.750000 Penalty: 3046.187500
	Iteration 6F: 3 clusters Score -3115802 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3117009.750000 Penalty: 3046.187500
	Iteration 7F: 3 clusters Score -3117010 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3118020.000000 Penalty: 3046.187500
	Iteration 8Q: 3 clusters Score -3118020 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3118737.250000 Penalty: 3046.187500
	Iteration 9Q: 3 clusters Score -3118737 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3119254.250000 Penalty: 3046.187500
	Iteration 10Q: 3 clusters Score -3119254 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3119617.000000 Penalty: 3046.187500
	Iteration 11Q: 3 clusters Score -3119617 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3119798.250000 Penalty: 3046.187500
	Iteration 12Q: 3 clusters Score -3119798 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3119895.750000 Penalty: 3046.187500
	Iteration 13Q: 3 clusters Score -3119896 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3119947.000000 Penalty: 3046.187500
	Iteration 14Q: 3 clusters Score -3119947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -3119991.250000 Penalty: 3046.187500
	Iteration 15Q: 3 clusters Score -3119991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3120026.500000 Penalty: 3046.187500
	Iteration 16Q: 3 clusters Score -3120026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3120057.750000 Penalty: 3046.187500
	Iteration 17Q: 3 clusters Score -3120058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3120077.250000 Penalty: 3046.187500
	Iteration 18Q: 3 clusters Score -3120077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3120090.750000 Penalty: 3046.187500
	Iteration 19Q: 3 clusters Score -3120091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3120103.250000 Penalty: 3046.187500
	Iteration 20F: 3 clusters Score -3120103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3120112.250000 Penalty: 3046.187500
	Iteration 21Q: 3 clusters Score -3120112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3120114.500000 Penalty: 3046.187500
	Iteration 22Q: 3 clusters Score -3120114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3120112.500000 Penalty: 3046.187500
	Iteration 23Q: 3 clusters Score -3120112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3120128.250000 Penalty: 3046.187500
	Iteration 24Q: 3 clusters Score -3120128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3120139.750000 Penalty: 3046.187500
	Iteration 25Q: 3 clusters Score -3120140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3120144.500000 Penalty: 3046.187500
	Iteration 26Q: 3 clusters Score -3120144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3120146.000000 Penalty: 3046.187500
	Iteration 27Q: 3 clusters Score -3120146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3120141.000000 Penalty: 3046.187500
	Iteration 28Q: 3 clusters Score -3120141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3120149.500000 Penalty: 3046.187500
	Iteration 29Q: 3 clusters Score -3120150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3120151.000000 Penalty: 3046.187500
	Iteration 30Q: 3 clusters Score -3120151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3120157.500000 Penalty: 3046.187500
	Iteration 31Q: 3 clusters Score -3120158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3120155.500000 Penalty: 3046.187500
	Iteration 32Q: 3 clusters Score -3120156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3120157.750000 Penalty: 3046.187500
	Iteration 33Q: 3 clusters Score -3120158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3120161.500000 Penalty: 3046.187500
	Iteration 34Q: 3 clusters Score -3120162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3120161.500000 Penalty: 3046.187500
	Iteration 35F: 3 clusters Score -3120162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Entering Unmasked Estep 
Score: -5658445.500000 Penalty: 1614.147217
	Iteration 0F: 2 clusters Score -5658446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -5624941.000000 Penalty: 3228.294434
	Iteration 0F: 3 clusters Score -5624941 nChanged 23808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -5638464.500000 Penalty: 3228.294434
	Iteration 1F: 3 clusters Score -5638464 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -5639396.500000 Penalty: 3228.294434
	Iteration 2Q: 3 clusters Score -5639396 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -5640560.000000 Penalty: 3228.294434
	Iteration 3F: 3 clusters Score -5640560 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -5641973.000000 Penalty: 3228.294434
	Iteration 4F: 3 clusters Score -5641973 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5643947.000000 Penalty: 3228.294434
	Iteration 5F: 3 clusters Score -5643947 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -5646455.500000 Penalty: 3228.294434
	Iteration 6F: 3 clusters Score -5646456 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5649142.000000 Penalty: 3228.294434
	Iteration 7F: 3 clusters Score -5649142 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -5651762.500000 Penalty: 3228.294434
	Iteration 8F: 3 clusters Score -5651762 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -5653832.500000 Penalty: 3228.294434
	Iteration 9Q: 3 clusters Score -5653832 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -5655298.000000 Penalty: 3228.294434
	Iteration 10Q: 3 clusters Score -5655298 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -5656118.500000 Penalty: 3228.294434
	Iteration 11Q: 3 clusters Score -5656118 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -5656588.500000 Penalty: 3228.294434
	Iteration 12Q: 3 clusters Score -5656588 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -5656824.500000 Penalty: 3228.294434
	Iteration 13Q: 3 clusters Score -5656824 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -5656932.000000 Penalty: 3228.294434
	Iteration 14Q: 3 clusters Score -5656932 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -5656997.500000 Penalty: 3228.294434
	Iteration 15Q: 3 clusters Score -5656998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -5657062.500000 Penalty: 3228.294434
	Iteration 16Q: 3 clusters Score -5657062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -5657091.000000 Penalty: 3228.294434
	Iteration 17Q: 3 clusters Score -5657091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -5657102.500000 Penalty: 3228.294434
	Iteration 18Q: 3 clusters Score -5657102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -5657125.000000 Penalty: 3228.294434
	Iteration 19Q: 3 clusters Score -5657125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -5657138.000000 Penalty: 3228.294434
	Iteration 20F: 3 clusters Score -5657138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -5657141.000000 Penalty: 3228.294434
	Iteration 21Q: 3 clusters Score -5657141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -5657139.500000 Penalty: 3228.294434
	Iteration 22Q: 3 clusters Score -5657140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -5657135.500000 Penalty: 3228.294434
	Iteration 23Q: 3 clusters Score -5657136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -5657148.000000 Penalty: 3228.294434
	Iteration 24Q: 3 clusters Score -5657148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -5657144.500000 Penalty: 3228.294434
	Iteration 25Q: 3 clusters Score -5657144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -5657157.000000 Penalty: 3228.294434
	Iteration 26Q: 3 clusters Score -5657157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -5657169.500000 Penalty: 3228.294434
	Iteration 27Q: 3 clusters Score -5657170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -5657167.500000 Penalty: 3228.294434
	Iteration 28Q: 3 clusters Score -5657168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -5657165.500000 Penalty: 3228.294434
	Iteration 29Q: 3 clusters Score -5657166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -5657171.500000 Penalty: 3228.294434
	Iteration 30Q: 3 clusters Score -5657172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -5657182.500000 Penalty: 3228.294434
	Iteration 31Q: 3 clusters Score -5657182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -5657184.000000 Penalty: 3228.294434
	Iteration 32Q: 3 clusters Score -5657184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -5657185.500000 Penalty: 3228.294434
	Iteration 33Q: 3 clusters Score -5657186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -5657188.500000 Penalty: 3228.294434
	Iteration 34Q: 3 clusters Score -5657188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -5657192.000000 Penalty: 3228.294434
	Iteration 35Q: 3 clusters Score -5657192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -5657192.000000 Penalty: 3228.294434
	Iteration 36F: 3 clusters Score -5657192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (130570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130570 members 
Entering Unmasked Estep 
Score: -14280945.000000 Penalty: 1752.814209
	Iteration 0F: 2 clusters Score -1.428094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -14195212.000000 Penalty: 3505.628418
	Iteration 0F: 3 clusters Score -1.419521e+07 nChanged 62372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67105 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -14231888.000000 Penalty: 3505.628418
	Iteration 1F: 3 clusters Score -1.423189e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68265 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -14233310.000000 Penalty: 3505.628418
	Iteration 2Q: 3 clusters Score -1.423331e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -14234798.000000 Penalty: 3505.628418
	Iteration 3Q: 3 clusters Score -1.42348e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -14236553.000000 Penalty: 3505.628418
	Iteration 4Q: 3 clusters Score -1.423655e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -14238817.000000 Penalty: 3505.628418
	Iteration 5Q: 3 clusters Score -1.423882e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -14241703.000000 Penalty: 3505.628418
	Iteration 6F: 3 clusters Score -1.42417e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -14244868.000000 Penalty: 3505.628418
	Iteration 7F: 3 clusters Score -1.424487e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93842 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -14249354.000000 Penalty: 3505.628418
	Iteration 8F: 3 clusters Score -1.424935e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -14255277.000000 Penalty: 3505.628418
	Iteration 9F: 3 clusters Score -1.425528e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -14261877.000000 Penalty: 3505.628418
	Iteration 10F: 3 clusters Score -1.426188e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118483 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -14268379.000000 Penalty: 3505.628418
	Iteration 11F: 3 clusters Score -1.426838e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124381 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -14273909.000000 Penalty: 3505.628418
	Iteration 12Q: 3 clusters Score -1.427391e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127851 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -14277101.000000 Penalty: 3505.628418
	Iteration 13Q: 3 clusters Score -1.42771e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -14278560.000000 Penalty: 3505.628418
	Iteration 14Q: 3 clusters Score -1.427856e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129925 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14279047.000000 Penalty: 3505.628418
	Iteration 15Q: 3 clusters Score -1.427905e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130126 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -14279286.000000 Penalty: 3505.628418
	Iteration 16Q: 3 clusters Score -1.427929e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130195 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14279369.000000 Penalty: 3505.628418
	Iteration 17Q: 3 clusters Score -1.427937e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130224 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14279413.000000 Penalty: 3505.628418
	Iteration 18Q: 3 clusters Score -1.427941e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130250 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14279452.000000 Penalty: 3505.628418
	Iteration 19Q: 3 clusters Score -1.427945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130266 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14279477.000000 Penalty: 3505.628418
	Iteration 20F: 3 clusters Score -1.427948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130276 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14279493.000000 Penalty: 3505.628418
	Iteration 21Q: 3 clusters Score -1.427949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14279512.000000 Penalty: 3505.628418
	Iteration 22Q: 3 clusters Score -1.427951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130285 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14279511.000000 Penalty: 3505.628418
	Iteration 23Q: 3 clusters Score -1.427951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130285 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14279514.000000 Penalty: 3505.628418
	Iteration 24Q: 3 clusters Score -1.427951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130288 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -14279529.000000 Penalty: 3505.628418
	Iteration 25Q: 3 clusters Score -1.427953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130289 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14279537.000000 Penalty: 3505.628418
	Iteration 26Q: 3 clusters Score -1.427954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130290 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14279534.000000 Penalty: 3505.628418
	Iteration 27Q: 3 clusters Score -1.427953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14279543.000000 Penalty: 3505.628418
	Iteration 28Q: 3 clusters Score -1.427954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14279544.000000 Penalty: 3505.628418
	Iteration 29Q: 3 clusters Score -1.427954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14279544.000000 Penalty: 3505.628418
	Iteration 30F: 3 clusters Score -1.427954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Entering Unmasked Estep 
Score: -1370811.375000 Penalty: 1406.684082
	Iteration 0F: 2 clusters Score -1370811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1362282.250000 Penalty: 2813.368164
	Iteration 0F: 3 clusters Score -1362282 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1365489.000000 Penalty: 2813.368164
	Iteration 1F: 3 clusters Score -1365489 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1366128.750000 Penalty: 2813.368164
	Iteration 2F: 3 clusters Score -1366129 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1366760.000000 Penalty: 2813.368164
	Iteration 3F: 3 clusters Score -1366760 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1367374.625000 Penalty: 2813.368164
	Iteration 4F: 3 clusters Score -1367375 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1367905.250000 Penalty: 2813.368164
	Iteration 5F: 3 clusters Score -1367905 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1368362.500000 Penalty: 2813.368164
	Iteration 6F: 3 clusters Score -1368362 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1368710.750000 Penalty: 2813.368164
	Iteration 7Q: 3 clusters Score -1368711 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1368949.250000 Penalty: 2813.368164
	Iteration 8Q: 3 clusters Score -1368949 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1369121.000000 Penalty: 2813.368164
	Iteration 9Q: 3 clusters Score -1369121 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1369241.125000 Penalty: 2813.368164
	Iteration 10Q: 3 clusters Score -1369241 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1369357.125000 Penalty: 2813.368164
	Iteration 11Q: 3 clusters Score -1369357 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1369451.250000 Penalty: 2813.368164
	Iteration 12Q: 3 clusters Score -1369451 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1369516.000000 Penalty: 2813.368164
	Iteration 13Q: 3 clusters Score -1369516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1369561.875000 Penalty: 2813.368164
	Iteration 14Q: 3 clusters Score -1369562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1369612.250000 Penalty: 2813.368164
	Iteration 15Q: 3 clusters Score -1369612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1369645.875000 Penalty: 2813.368164
	Iteration 16Q: 3 clusters Score -1369646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1369682.875000 Penalty: 2813.368164
	Iteration 17Q: 3 clusters Score -1369683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1369713.875000 Penalty: 2813.368164
	Iteration 18Q: 3 clusters Score -1369714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1369732.625000 Penalty: 2813.368164
	Iteration 19Q: 3 clusters Score -1369733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1369753.875000 Penalty: 2813.368164
	Iteration 20F: 3 clusters Score -1369754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1369770.000000 Penalty: 2813.368164
	Iteration 21Q: 3 clusters Score -1369770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1369781.375000 Penalty: 2813.368164
	Iteration 22Q: 3 clusters Score -1369781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1369794.750000 Penalty: 2813.368164
	Iteration 23Q: 3 clusters Score -1369795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1369803.500000 Penalty: 2813.368164
	Iteration 24Q: 3 clusters Score -1369804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1369808.875000 Penalty: 2813.368164
	Iteration 25Q: 3 clusters Score -1369809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1369817.875000 Penalty: 2813.368164
	Iteration 26Q: 3 clusters Score -1369818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1369825.375000 Penalty: 2813.368164
	Iteration 27Q: 3 clusters Score -1369825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1369828.875000 Penalty: 2813.368164
	Iteration 28Q: 3 clusters Score -1369829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1369832.000000 Penalty: 2813.368164
	Iteration 29Q: 3 clusters Score -1369832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1369831.750000 Penalty: 2813.368164
	Iteration 30Q: 3 clusters Score -1369832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1369834.750000 Penalty: 2813.368164
	Iteration 31Q: 3 clusters Score -1369835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1369836.500000 Penalty: 2813.368164
	Iteration 32Q: 3 clusters Score -1369836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1369836.875000 Penalty: 2813.368164
	Iteration 33Q: 3 clusters Score -1369837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1369836.875000 Penalty: 2813.368164
	Iteration 34F: 3 clusters Score -1369837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Entering Unmasked Estep 
Score: -1129521.500000 Penalty: 1375.516968
	Iteration 0F: 2 clusters Score -1129522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1122563.500000 Penalty: 2751.033936
	Iteration 0F: 3 clusters Score -1122564 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1124831.125000 Penalty: 2751.033936
	Iteration 1F: 3 clusters Score -1124831 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1125167.500000 Penalty: 2751.033936
	Iteration 2F: 3 clusters Score -1125168 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1125375.000000 Penalty: 2751.033936
	Iteration 3F: 3 clusters Score -1125375 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1125530.125000 Penalty: 2751.033936
	Iteration 4Q: 3 clusters Score -1125530 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1125643.000000 Penalty: 2751.033936
	Iteration 5Q: 3 clusters Score -1125643 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1125734.500000 Penalty: 2751.033936
	Iteration 6Q: 3 clusters Score -1125734 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1125792.000000 Penalty: 2751.033936
	Iteration 7Q: 3 clusters Score -1125792 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1125847.750000 Penalty: 2751.033936
	Iteration 8Q: 3 clusters Score -1125848 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1125902.250000 Penalty: 2751.033936
	Iteration 9Q: 3 clusters Score -1125902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1125967.625000 Penalty: 2751.033936
	Iteration 10Q: 3 clusters Score -1125968 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1126039.750000 Penalty: 2751.033936
	Iteration 11Q: 3 clusters Score -1126040 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1126117.375000 Penalty: 2751.033936
	Iteration 12Q: 3 clusters Score -1126117 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1126199.625000 Penalty: 2751.033936
	Iteration 13Q: 3 clusters Score -1126200 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1126283.750000 Penalty: 2751.033936
	Iteration 14Q: 3 clusters Score -1126284 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1126376.875000 Penalty: 2751.033936
	Iteration 15Q: 3 clusters Score -1126377 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1126494.125000 Penalty: 2751.033936
	Iteration 16Q: 3 clusters Score -1126494 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1126634.875000 Penalty: 2751.033936
	Iteration 17Q: 3 clusters Score -1126635 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1126784.375000 Penalty: 2751.033936
	Iteration 18Q: 3 clusters Score -1126784 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1126951.250000 Penalty: 2751.033936
	Iteration 19Q: 3 clusters Score -1126951 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1127128.125000 Penalty: 2751.033936
	Iteration 20F: 3 clusters Score -1127128 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1127281.625000 Penalty: 2751.033936
	Iteration 21Q: 3 clusters Score -1127282 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1127436.125000 Penalty: 2751.033936
	Iteration 22Q: 3 clusters Score -1127436 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1127584.375000 Penalty: 2751.033936
	Iteration 23Q: 3 clusters Score -1127584 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1127705.875000 Penalty: 2751.033936
	Iteration 24Q: 3 clusters Score -1127706 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1127813.875000 Penalty: 2751.033936
	Iteration 25Q: 3 clusters Score -1127814 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1127901.500000 Penalty: 2751.033936
	Iteration 26Q: 3 clusters Score -1127902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1127974.250000 Penalty: 2751.033936
	Iteration 27Q: 3 clusters Score -1127974 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1128043.625000 Penalty: 2751.033936
	Iteration 28Q: 3 clusters Score -1128044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1128104.375000 Penalty: 2751.033936
	Iteration 29Q: 3 clusters Score -1128104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1128159.500000 Penalty: 2751.033936
	Iteration 30Q: 3 clusters Score -1128160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1128193.750000 Penalty: 2751.033936
	Iteration 31Q: 3 clusters Score -1128194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1128229.125000 Penalty: 2751.033936
	Iteration 32Q: 3 clusters Score -1128229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1128256.875000 Penalty: 2751.033936
	Iteration 33Q: 3 clusters Score -1128257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1128287.625000 Penalty: 2751.033936
	Iteration 34Q: 3 clusters Score -1128288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1128313.875000 Penalty: 2751.033936
	Iteration 35Q: 3 clusters Score -1128314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1128331.500000 Penalty: 2751.033936
	Iteration 36Q: 3 clusters Score -1128332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1128351.125000 Penalty: 2751.033936
	Iteration 37Q: 3 clusters Score -1128351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1128360.000000 Penalty: 2751.033936
	Iteration 38Q: 3 clusters Score -1128360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1128366.125000 Penalty: 2751.033936
	Iteration 39Q: 3 clusters Score -1128366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1128376.000000 Penalty: 2751.033936
	Iteration 40F: 3 clusters Score -1128376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1128385.500000 Penalty: 2751.033936
	Iteration 41Q: 3 clusters Score -1128386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1128393.125000 Penalty: 2751.033936
	Iteration 42Q: 3 clusters Score -1128393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1128399.750000 Penalty: 2751.033936
	Iteration 43Q: 3 clusters Score -1128400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1128400.000000 Penalty: 2751.033936
	Iteration 44Q: 3 clusters Score -1128400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1128403.875000 Penalty: 2751.033936
	Iteration 45Q: 3 clusters Score -1128404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1128405.000000 Penalty: 2751.033936
	Iteration 46Q: 3 clusters Score -1128405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1128407.625000 Penalty: 2751.033936
	Iteration 47Q: 3 clusters Score -1128408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1128410.375000 Penalty: 2751.033936
	Iteration 48Q: 3 clusters Score -1128410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1128412.625000 Penalty: 2751.033936
	Iteration 49Q: 3 clusters Score -1128413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1128417.375000 Penalty: 2751.033936
	Iteration 50Q: 3 clusters Score -1128417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1128418.500000 Penalty: 2751.033936
	Iteration 51Q: 3 clusters Score -1128418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1128419.375000 Penalty: 2751.033936
	Iteration 52Q: 3 clusters Score -1128419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1128419.250000 Penalty: 2751.033936
	Iteration 53Q: 3 clusters Score -1128419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1128419.250000 Penalty: 2751.033936
	Iteration 54F: 3 clusters Score -1128419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -191461.421875 Penalty: 1112.751709
	Iteration 0F: 2 clusters Score -191461.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -189713.468750 Penalty: 2225.503418
	Iteration 0F: 3 clusters Score -189713.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -190146.000000 Penalty: 2225.503418
	Iteration 1F: 3 clusters Score -190146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -190240.625000 Penalty: 2225.503418
	Iteration 2F: 3 clusters Score -190240.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -190296.343750 Penalty: 2225.503418
	Iteration 3Q: 3 clusters Score -190296.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -190347.125000 Penalty: 2225.503418
	Iteration 4Q: 3 clusters Score -190347.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -190384.953125 Penalty: 2225.503418
	Iteration 5Q: 3 clusters Score -190385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -190407.531250 Penalty: 2225.503418
	Iteration 6Q: 3 clusters Score -190407.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -190418.015625 Penalty: 2225.503418
	Iteration 7Q: 3 clusters Score -190418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -190424.984375 Penalty: 2225.503418
	Iteration 8Q: 3 clusters Score -190425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -190431.468750 Penalty: 2225.503418
	Iteration 9Q: 3 clusters Score -190431.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190436.812500 Penalty: 2225.503418
	Iteration 10Q: 3 clusters Score -190436.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -190444.421875 Penalty: 2225.503418
	Iteration 11Q: 3 clusters Score -190444.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -190450.312500 Penalty: 2225.503418
	Iteration 12Q: 3 clusters Score -190450.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -190455.265625 Penalty: 2225.503418
	Iteration 13Q: 3 clusters Score -190455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190457.765625 Penalty: 2225.503418
	Iteration 14Q: 3 clusters Score -190457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -190458.078125 Penalty: 2225.503418
	Iteration 15Q: 3 clusters Score -190458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -190458.078125 Penalty: 2225.503418
	Iteration 16F: 3 clusters Score -190458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Entering Unmasked Estep 
Score: -941179.812500 Penalty: 1353.958740
	Iteration 0F: 2 clusters Score -941179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -935099.562500 Penalty: 2707.917480
	Iteration 0F: 3 clusters Score -935099.6 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -937180.437500 Penalty: 2707.917480
	Iteration 1F: 3 clusters Score -937180.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -937521.125000 Penalty: 2707.917480
	Iteration 2F: 3 clusters Score -937521.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -937723.562500 Penalty: 2707.917480
	Iteration 3Q: 3 clusters Score -937723.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -937901.500000 Penalty: 2707.917480
	Iteration 4Q: 3 clusters Score -937901.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -938054.500000 Penalty: 2707.917480
	Iteration 5Q: 3 clusters Score -938054.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -938201.562500 Penalty: 2707.917480
	Iteration 6Q: 3 clusters Score -938201.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -938325.125000 Penalty: 2707.917480
	Iteration 7Q: 3 clusters Score -938325.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -938450.625000 Penalty: 2707.917480
	Iteration 8Q: 3 clusters Score -938450.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -938606.125000 Penalty: 2707.917480
	Iteration 9Q: 3 clusters Score -938606.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -938786.875000 Penalty: 2707.917480
	Iteration 10Q: 3 clusters Score -938786.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -938981.937500 Penalty: 2707.917480
	Iteration 11Q: 3 clusters Score -938981.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -939184.812500 Penalty: 2707.917480
	Iteration 12Q: 3 clusters Score -939184.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -939380.812500 Penalty: 2707.917480
	Iteration 13Q: 3 clusters Score -939380.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -939526.812500 Penalty: 2707.917480
	Iteration 14Q: 3 clusters Score -939526.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -939628.500000 Penalty: 2707.917480
	Iteration 15Q: 3 clusters Score -939628.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -939709.875000 Penalty: 2707.917480
	Iteration 16Q: 3 clusters Score -939709.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -939774.812500 Penalty: 2707.917480
	Iteration 17Q: 3 clusters Score -939774.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -939819.875000 Penalty: 2707.917480
	Iteration 18Q: 3 clusters Score -939819.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -939856.062500 Penalty: 2707.917480
	Iteration 19Q: 3 clusters Score -939856.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -939878.312500 Penalty: 2707.917480
	Iteration 20F: 3 clusters Score -939878.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -939898.500000 Penalty: 2707.917480
	Iteration 21Q: 3 clusters Score -939898.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -939915.625000 Penalty: 2707.917480
	Iteration 22Q: 3 clusters Score -939915.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -939930.000000 Penalty: 2707.917480
	Iteration 23Q: 3 clusters Score -939930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -939939.750000 Penalty: 2707.917480
	Iteration 24Q: 3 clusters Score -939939.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -939949.500000 Penalty: 2707.917480
	Iteration 25Q: 3 clusters Score -939949.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -939954.000000 Penalty: 2707.917480
	Iteration 26Q: 3 clusters Score -939954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -939960.750000 Penalty: 2707.917480
	Iteration 27Q: 3 clusters Score -939960.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -939966.250000 Penalty: 2707.917480
	Iteration 28Q: 3 clusters Score -939966.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -939969.437500 Penalty: 2707.917480
	Iteration 29Q: 3 clusters Score -939969.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -939973.187500 Penalty: 2707.917480
	Iteration 30Q: 3 clusters Score -939973.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -939976.312500 Penalty: 2707.917480
	Iteration 31Q: 3 clusters Score -939976.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -939980.750000 Penalty: 2707.917480
	Iteration 32Q: 3 clusters Score -939980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -939981.000000 Penalty: 2707.917480
	Iteration 33Q: 3 clusters Score -939981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -939983.250000 Penalty: 2707.917480
	Iteration 34Q: 3 clusters Score -939983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -939982.812500 Penalty: 2707.917480
	Iteration 35Q: 3 clusters Score -939982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -939982.125000 Penalty: 2707.917480
	Iteration 36Q: 3 clusters Score -939982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -939981.875000 Penalty: 2707.917480
	Iteration 37Q: 3 clusters Score -939981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -939983.625000 Penalty: 2707.917480
	Iteration 38Q: 3 clusters Score -939983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -939985.000000 Penalty: 2707.917480
	Iteration 39Q: 3 clusters Score -939985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -939985.687500 Penalty: 2707.917480
	Iteration 40F: 3 clusters Score -939985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -939985.187500 Penalty: 2707.917480
	Iteration 41Q: 3 clusters Score -939985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -939986.437500 Penalty: 2707.917480
	Iteration 42Q: 3 clusters Score -939986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -939989.062500 Penalty: 2707.917480
	Iteration 43Q: 3 clusters Score -939989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -939987.937500 Penalty: 2707.917480
	Iteration 44Q: 3 clusters Score -939987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -939987.187500 Penalty: 2707.917480
	Iteration 45Q: 3 clusters Score -939987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -939988.500000 Penalty: 2707.917480
	Iteration 46Q: 3 clusters Score -939988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -939989.562500 Penalty: 2707.917480
	Iteration 47Q: 3 clusters Score -939989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -939990.500000 Penalty: 2707.917480
	Iteration 48Q: 3 clusters Score -939990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -939992.750000 Penalty: 2707.917480
	Iteration 49Q: 3 clusters Score -939992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -939992.250000 Penalty: 2707.917480
	Iteration 50Q: 3 clusters Score -939992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -939992.250000 Penalty: 2707.917480
	Iteration 51F: 3 clusters Score -939992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Entering Unmasked Estep 
Score: -967643.000000 Penalty: 1354.374023
	Iteration 0F: 2 clusters Score -967643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -961579.562500 Penalty: 2708.748047
	Iteration 0F: 3 clusters Score -961579.6 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -963559.125000 Penalty: 2708.748047
	Iteration 1F: 3 clusters Score -963559.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -963826.562500 Penalty: 2708.748047
	Iteration 2F: 3 clusters Score -963826.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -964012.437500 Penalty: 2708.748047
	Iteration 3Q: 3 clusters Score -964012.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -964170.250000 Penalty: 2708.748047
	Iteration 4Q: 3 clusters Score -964170.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -964299.625000 Penalty: 2708.748047
	Iteration 5Q: 3 clusters Score -964299.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -964410.375000 Penalty: 2708.748047
	Iteration 6Q: 3 clusters Score -964410.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -964508.250000 Penalty: 2708.748047
	Iteration 7Q: 3 clusters Score -964508.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -964598.375000 Penalty: 2708.748047
	Iteration 8Q: 3 clusters Score -964598.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -964691.875000 Penalty: 2708.748047
	Iteration 9Q: 3 clusters Score -964691.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -964780.000000 Penalty: 2708.748047
	Iteration 10Q: 3 clusters Score -964780 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -964888.437500 Penalty: 2708.748047
	Iteration 11Q: 3 clusters Score -964888.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -965013.750000 Penalty: 2708.748047
	Iteration 12Q: 3 clusters Score -965013.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -965156.000000 Penalty: 2708.748047
	Iteration 13Q: 3 clusters Score -965156 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -965279.500000 Penalty: 2708.748047
	Iteration 14Q: 3 clusters Score -965279.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -965417.125000 Penalty: 2708.748047
	Iteration 15Q: 3 clusters Score -965417.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -965569.625000 Penalty: 2708.748047
	Iteration 16Q: 3 clusters Score -965569.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -965729.812500 Penalty: 2708.748047
	Iteration 17Q: 3 clusters Score -965729.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -965893.750000 Penalty: 2708.748047
	Iteration 18Q: 3 clusters Score -965893.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -966049.625000 Penalty: 2708.748047
	Iteration 19Q: 3 clusters Score -966049.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -966167.125000 Penalty: 2708.748047
	Iteration 20F: 3 clusters Score -966167.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -966273.250000 Penalty: 2708.748047
	Iteration 21Q: 3 clusters Score -966273.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -966355.625000 Penalty: 2708.748047
	Iteration 22Q: 3 clusters Score -966355.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -966423.875000 Penalty: 2708.748047
	Iteration 23Q: 3 clusters Score -966423.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -966467.437500 Penalty: 2708.748047
	Iteration 24Q: 3 clusters Score -966467.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -966504.000000 Penalty: 2708.748047
	Iteration 25Q: 3 clusters Score -966504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -966527.875000 Penalty: 2708.748047
	Iteration 26Q: 3 clusters Score -966527.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -966542.937500 Penalty: 2708.748047
	Iteration 27Q: 3 clusters Score -966542.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -966555.625000 Penalty: 2708.748047
	Iteration 28Q: 3 clusters Score -966555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -966573.437500 Penalty: 2708.748047
	Iteration 29Q: 3 clusters Score -966573.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -966592.062500 Penalty: 2708.748047
	Iteration 30Q: 3 clusters Score -966592.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -966605.000000 Penalty: 2708.748047
	Iteration 31Q: 3 clusters Score -966605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -966621.625000 Penalty: 2708.748047
	Iteration 32Q: 3 clusters Score -966621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -966633.062500 Penalty: 2708.748047
	Iteration 33Q: 3 clusters Score -966633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -966639.437500 Penalty: 2708.748047
	Iteration 34Q: 3 clusters Score -966639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -966645.500000 Penalty: 2708.748047
	Iteration 35Q: 3 clusters Score -966645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -966650.437500 Penalty: 2708.748047
	Iteration 36Q: 3 clusters Score -966650.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -966658.000000 Penalty: 2708.748047
	Iteration 37Q: 3 clusters Score -966658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -966659.562500 Penalty: 2708.748047
	Iteration 38Q: 3 clusters Score -966659.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -966659.562500 Penalty: 2708.748047
	Iteration 39F: 3 clusters Score -966659.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -262638.375000 Penalty: 1157.397949
	Iteration 0F: 2 clusters Score -262638.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -260521.734375 Penalty: 2314.795898
	Iteration 0F: 3 clusters Score -260521.7 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -261040.218750 Penalty: 2314.795898
	Iteration 1F: 3 clusters Score -261040.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -261191.562500 Penalty: 2314.795898
	Iteration 2F: 3 clusters Score -261191.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -261280.046875 Penalty: 2314.795898
	Iteration 3Q: 3 clusters Score -261280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -261338.546875 Penalty: 2314.795898
	Iteration 4Q: 3 clusters Score -261338.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -261378.843750 Penalty: 2314.795898
	Iteration 5Q: 3 clusters Score -261378.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -261420.468750 Penalty: 2314.795898
	Iteration 6Q: 3 clusters Score -261420.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -261446.531250 Penalty: 2314.795898
	Iteration 7Q: 3 clusters Score -261446.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -261462.703125 Penalty: 2314.795898
	Iteration 8Q: 3 clusters Score -261462.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -261476.687500 Penalty: 2314.795898
	Iteration 9Q: 3 clusters Score -261476.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -261481.890625 Penalty: 2314.795898
	Iteration 10Q: 3 clusters Score -261481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -261483.921875 Penalty: 2314.795898
	Iteration 11Q: 3 clusters Score -261483.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -261485.343750 Penalty: 2314.795898
	Iteration 12Q: 3 clusters Score -261485.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -261490.875000 Penalty: 2314.795898
	Iteration 13Q: 3 clusters Score -261490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -261493.640625 Penalty: 2314.795898
	Iteration 14Q: 3 clusters Score -261493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -261497.328125 Penalty: 2314.795898
	Iteration 15Q: 3 clusters Score -261497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -261501.281250 Penalty: 2314.795898
	Iteration 16Q: 3 clusters Score -261501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -261504.062500 Penalty: 2314.795898
	Iteration 17Q: 3 clusters Score -261504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -261505.656250 Penalty: 2314.795898
	Iteration 18Q: 3 clusters Score -261505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -261507.140625 Penalty: 2314.795898
	Iteration 19Q: 3 clusters Score -261507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -261509.406250 Penalty: 2314.795898
	Iteration 20F: 3 clusters Score -261509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -261510.406250 Penalty: 2314.795898
	Iteration 21Q: 3 clusters Score -261510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -261511.812500 Penalty: 2314.795898
	Iteration 22Q: 3 clusters Score -261511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -261511.812500 Penalty: 2314.795898
	Iteration 23F: 3 clusters Score -261511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 31302 members 
Mstep: Class 3 contains 19175 members 
Mstep: Class 4 contains 5877 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35153 members 
Mstep: Class 7 contains 40307 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 53766 members 
Mstep: Class 12 contains 23019 members 
Mstep: Class 13 contains 40448 members 
Mstep: Class 14 contains 1468 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2073 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34741 members 
Mstep: Class 19 contains 31762 members 
Mstep: Class 20 contains 27885 members 
Mstep: Class 21 contains 51419 members 
Mstep: Class 22 contains 130570 members 
Mstep: Class 23 contains 12753 members 
Mstep: Class 24 contains 10343 members 
Mstep: Class 25 contains 1769 members 
Mstep: Class 26 contains 8948 members 
Mstep: Class 27 contains 8973 members 
Mstep: Class 28 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783248.000000 Penalty: 56277.878906
Iteration 119Q: 29 clusters Score -7.878325e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 31299 members 
Mstep: Class 3 contains 19176 members 
Mstep: Class 4 contains 5867 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35159 members 
Mstep: Class 7 contains 40307 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 53702 members 
Mstep: Class 12 contains 23017 members 
Mstep: Class 13 contains 40439 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2080 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34734 members 
Mstep: Class 19 contains 31746 members 
Mstep: Class 20 contains 27885 members 
Mstep: Class 21 contains 51419 members 
Mstep: Class 22 contains 130548 members 
Mstep: Class 23 contains 12795 members 
Mstep: Class 24 contains 10337 members 
Mstep: Class 25 contains 1800 members 
Mstep: Class 26 contains 8949 members 
Mstep: Class 27 contains 8991 members 
Mstep: Class 28 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783320.000000 Penalty: 56277.878906
Iteration 120F: 29 clusters Score -7.878332e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 31296 members 
Mstep: Class 3 contains 19176 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35165 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 53638 members 
Mstep: Class 12 contains 23012 members 
Mstep: Class 13 contains 40433 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2087 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34729 members 
Mstep: Class 19 contains 31726 members 
Mstep: Class 20 contains 27885 members 
Mstep: Class 21 contains 51417 members 
Mstep: Class 22 contains 130519 members 
Mstep: Class 23 contains 12845 members 
Mstep: Class 24 contains 10336 members 
Mstep: Class 25 contains 1845 members 
Mstep: Class 26 contains 8939 members 
Mstep: Class 27 contains 9006 members 
Mstep: Class 28 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783344.000000 Penalty: 56277.878906
Iteration 121Q: 29 clusters Score -7.878334e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 31291 members 
Mstep: Class 3 contains 19176 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35167 members 
Mstep: Class 7 contains 40302 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 53578 members 
Mstep: Class 12 contains 22998 members 
Mstep: Class 13 contains 40428 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34721 members 
Mstep: Class 19 contains 31712 members 
Mstep: Class 20 contains 27885 members 
Mstep: Class 21 contains 51416 members 
Mstep: Class 22 contains 130487 members 
Mstep: Class 23 contains 12893 members 
Mstep: Class 24 contains 10334 members 
Mstep: Class 25 contains 1903 members 
Mstep: Class 26 contains 8932 members 
Mstep: Class 27 contains 9023 members 
Mstep: Class 28 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783272.000000 Penalty: 56277.878906
Iteration 122Q: 29 clusters Score -7.878327e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 31285 members 
Mstep: Class 3 contains 19176 members 
Mstep: Class 4 contains 5863 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35168 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 53516 members 
Mstep: Class 12 contains 22985 members 
Mstep: Class 13 contains 40420 members 
Mstep: Class 14 contains 1510 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34714 members 
Mstep: Class 19 contains 31703 members 
Mstep: Class 20 contains 27885 members 
Mstep: Class 21 contains 51414 members 
Mstep: Class 22 contains 130461 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 10333 members 
Mstep: Class 25 contains 1955 members 
Mstep: Class 26 contains 8917 members 
Mstep: Class 27 contains 9041 members 
Mstep: Class 28 contains 2383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783344.000000 Penalty: 56277.878906
Iteration 123Q: 29 clusters Score -7.878334e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94136 members 
Mstep: Class 2 contains 31281 members 
Mstep: Class 3 contains 19178 members 
Mstep: Class 4 contains 5854 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35168 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18084 members 
Mstep: Class 11 contains 53445 members 
Mstep: Class 12 contains 22976 members 
Mstep: Class 13 contains 40409 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 6449 members 
Mstep: Class 16 contains 2091 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34713 members 
Mstep: Class 19 contains 31697 members 
Mstep: Class 20 contains 27885 members 
Mstep: Class 21 contains 51413 members 
Mstep: Class 22 contains 130426 members 
Mstep: Class 23 contains 13017 members 
Mstep: Class 24 contains 10333 members 
Mstep: Class 25 contains 2006 members 
Mstep: Class 26 contains 8912 members 
Mstep: Class 27 contains 9046 members 
Mstep: Class 28 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783272.000000 Penalty: 56277.878906
Iteration 124Q: 29 clusters Score -7.878327e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 31279 members 
Mstep: Class 3 contains 19178 members 
Mstep: Class 4 contains 5848 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35170 members 
Mstep: Class 7 contains 40302 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18083 members 
Mstep: Class 11 contains 53376 members 
Mstep: Class 12 contains 22960 members 
Mstep: Class 13 contains 40401 members 
Mstep: Class 14 contains 1540 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34701 members 
Mstep: Class 19 contains 31688 members 
Mstep: Class 20 contains 27885 members 
Mstep: Class 21 contains 51414 members 
Mstep: Class 22 contains 130393 members 
Mstep: Class 23 contains 13082 members 
Mstep: Class 24 contains 10331 members 
Mstep: Class 25 contains 2067 members 
Mstep: Class 26 contains 8908 members 
Mstep: Class 27 contains 9057 members 
Mstep: Class 28 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783344.000000 Penalty: 56277.878906
Iteration 125Q: 29 clusters Score -7.878334e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 31276 members 
Mstep: Class 3 contains 19178 members 
Mstep: Class 4 contains 5841 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35176 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 53310 members 
Mstep: Class 12 contains 22949 members 
Mstep: Class 13 contains 40380 members 
Mstep: Class 14 contains 1552 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 2098 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34693 members 
Mstep: Class 19 contains 31676 members 
Mstep: Class 20 contains 27884 members 
Mstep: Class 21 contains 51419 members 
Mstep: Class 22 contains 130350 members 
Mstep: Class 23 contains 13145 members 
Mstep: Class 24 contains 10331 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 8906 members 
Mstep: Class 27 contains 9071 members 
Mstep: Class 28 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783416.000000 Penalty: 56277.878906
Iteration 126Q: 29 clusters Score -7.878342e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 31271 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 5831 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35181 members 
Mstep: Class 7 contains 40301 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 53256 members 
Mstep: Class 12 contains 22943 members 
Mstep: Class 13 contains 40365 members 
Mstep: Class 14 contains 1563 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34694 members 
Mstep: Class 19 contains 31666 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51422 members 
Mstep: Class 22 contains 130317 members 
Mstep: Class 23 contains 13203 members 
Mstep: Class 24 contains 10322 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 8914 members 
Mstep: Class 27 contains 9080 members 
Mstep: Class 28 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783504.000000 Penalty: 56277.878906
Iteration 127Q: 29 clusters Score -7.87835e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 31264 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 5829 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35186 members 
Mstep: Class 7 contains 40301 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 53188 members 
Mstep: Class 12 contains 22933 members 
Mstep: Class 13 contains 40349 members 
Mstep: Class 14 contains 1574 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34687 members 
Mstep: Class 19 contains 31659 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51422 members 
Mstep: Class 22 contains 130280 members 
Mstep: Class 23 contains 13259 members 
Mstep: Class 24 contains 10314 members 
Mstep: Class 25 contains 2234 members 
Mstep: Class 26 contains 8919 members 
Mstep: Class 27 contains 9095 members 
Mstep: Class 28 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783648.000000 Penalty: 56277.878906
Iteration 128Q: 29 clusters Score -7.878365e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 31260 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35189 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 15269 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 53117 members 
Mstep: Class 12 contains 22929 members 
Mstep: Class 13 contains 40336 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34683 members 
Mstep: Class 19 contains 31649 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51422 members 
Mstep: Class 22 contains 130226 members 
Mstep: Class 23 contains 13323 members 
Mstep: Class 24 contains 10305 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 8940 members 
Mstep: Class 27 contains 9110 members 
Mstep: Class 28 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783680.000000 Penalty: 56277.878906
Iteration 129Q: 29 clusters Score -7.878368e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94133 members 
Mstep: Class 2 contains 31253 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35195 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 15270 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 53073 members 
Mstep: Class 12 contains 22919 members 
Mstep: Class 13 contains 40319 members 
Mstep: Class 14 contains 1591 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34684 members 
Mstep: Class 19 contains 31644 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51423 members 
Mstep: Class 22 contains 130178 members 
Mstep: Class 23 contains 13377 members 
Mstep: Class 24 contains 10306 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 8948 members 
Mstep: Class 27 contains 9122 members 
Mstep: Class 28 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783744.000000 Penalty: 56277.878906
Iteration 130Q: 29 clusters Score -7.878374e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 31250 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 5814 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35198 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 15271 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 53041 members 
Mstep: Class 12 contains 22909 members 
Mstep: Class 13 contains 40305 members 
Mstep: Class 14 contains 1600 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34681 members 
Mstep: Class 19 contains 31636 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51424 members 
Mstep: Class 22 contains 130130 members 
Mstep: Class 23 contains 13425 members 
Mstep: Class 24 contains 10302 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 8948 members 
Mstep: Class 27 contains 9137 members 
Mstep: Class 28 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783768.000000 Penalty: 56277.878906
Iteration 131Q: 29 clusters Score -7.878377e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 31247 members 
Mstep: Class 3 contains 19177 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35201 members 
Mstep: Class 7 contains 40306 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 15271 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 53000 members 
Mstep: Class 12 contains 22904 members 
Mstep: Class 13 contains 40290 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34677 members 
Mstep: Class 19 contains 31630 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51423 members 
Mstep: Class 22 contains 130082 members 
Mstep: Class 23 contains 13475 members 
Mstep: Class 24 contains 10288 members 
Mstep: Class 25 contains 2486 members 
Mstep: Class 26 contains 8938 members 
Mstep: Class 27 contains 9159 members 
Mstep: Class 28 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783832.000000 Penalty: 56277.878906
Iteration 132Q: 29 clusters Score -7.878383e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 31242 members 
Mstep: Class 3 contains 19178 members 
Mstep: Class 4 contains 5806 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 15271 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 52967 members 
Mstep: Class 12 contains 22894 members 
Mstep: Class 13 contains 40273 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34676 members 
Mstep: Class 19 contains 31623 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51424 members 
Mstep: Class 22 contains 130045 members 
Mstep: Class 23 contains 13522 members 
Mstep: Class 24 contains 10284 members 
Mstep: Class 25 contains 2543 members 
Mstep: Class 26 contains 8934 members 
Mstep: Class 27 contains 9178 members 
Mstep: Class 28 contains 2364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783824.000000 Penalty: 56277.878906
Iteration 133Q: 29 clusters Score -7.878382e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 31242 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 24555 members 
Mstep: Class 6 contains 35206 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 15271 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 52936 members 
Mstep: Class 12 contains 22895 members 
Mstep: Class 13 contains 40260 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 6440 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34680 members 
Mstep: Class 19 contains 31618 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51426 members 
Mstep: Class 22 contains 129986 members 
Mstep: Class 23 contains 13564 members 
Mstep: Class 24 contains 10283 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 8921 members 
Mstep: Class 27 contains 9194 members 
Mstep: Class 28 contains 2358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783648.000000 Penalty: 56277.878906
Iteration 134Q: 29 clusters Score -7.878365e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 31244 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 5799 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 35206 members 
Mstep: Class 7 contains 40305 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 15271 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 52891 members 
Mstep: Class 12 contains 22896 members 
Mstep: Class 13 contains 40251 members 
Mstep: Class 14 contains 1673 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34681 members 
Mstep: Class 19 contains 31611 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 51427 members 
Mstep: Class 22 contains 129923 members 
Mstep: Class 23 contains 13612 members 
Mstep: Class 24 contains 10282 members 
Mstep: Class 25 contains 2669 members 
Mstep: Class 26 contains 8927 members 
Mstep: Class 27 contains 9200 members 
Mstep: Class 28 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783728.000000 Penalty: 56277.878906
Iteration 135Q: 29 clusters Score -7.878373e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 31243 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40306 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 52864 members 
Mstep: Class 12 contains 22892 members 
Mstep: Class 13 contains 40233 members 
Mstep: Class 14 contains 1694 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34684 members 
Mstep: Class 19 contains 31610 members 
Mstep: Class 20 contains 27881 members 
Mstep: Class 21 contains 51426 members 
Mstep: Class 22 contains 129864 members 
Mstep: Class 23 contains 13643 members 
Mstep: Class 24 contains 10279 members 
Mstep: Class 25 contains 2729 members 
Mstep: Class 26 contains 8917 members 
Mstep: Class 27 contains 9203 members 
Mstep: Class 28 contains 2347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78783888.000000 Penalty: 56277.878906
Iteration 136Q: 29 clusters Score -7.878389e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 31247 members 
Mstep: Class 3 contains 19180 members 
Mstep: Class 4 contains 5794 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 52830 members 
Mstep: Class 12 contains 22897 members 
Mstep: Class 13 contains 40226 members 
Mstep: Class 14 contains 1717 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34682 members 
Mstep: Class 19 contains 31601 members 
Mstep: Class 20 contains 27881 members 
Mstep: Class 21 contains 51425 members 
Mstep: Class 22 contains 129805 members 
Mstep: Class 23 contains 13669 members 
Mstep: Class 24 contains 10271 members 
Mstep: Class 25 contains 2785 members 
Mstep: Class 26 contains 8925 members 
Mstep: Class 27 contains 9203 members 
Mstep: Class 28 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784088.000000 Penalty: 56277.878906
Iteration 137Q: 29 clusters Score -7.878409e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 31246 members 
Mstep: Class 3 contains 19180 members 
Mstep: Class 4 contains 5793 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35209 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 52794 members 
Mstep: Class 12 contains 22890 members 
Mstep: Class 13 contains 40212 members 
Mstep: Class 14 contains 1743 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34682 members 
Mstep: Class 19 contains 31598 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51426 members 
Mstep: Class 22 contains 129750 members 
Mstep: Class 23 contains 13695 members 
Mstep: Class 24 contains 10264 members 
Mstep: Class 25 contains 2843 members 
Mstep: Class 26 contains 8924 members 
Mstep: Class 27 contains 9204 members 
Mstep: Class 28 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784136.000000 Penalty: 56277.878906
Iteration 138Q: 29 clusters Score -7.878414e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 31247 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 5788 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35210 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 52777 members 
Mstep: Class 12 contains 22890 members 
Mstep: Class 13 contains 40190 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 2112 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34675 members 
Mstep: Class 19 contains 31588 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51429 members 
Mstep: Class 22 contains 129700 members 
Mstep: Class 23 contains 13722 members 
Mstep: Class 24 contains 10257 members 
Mstep: Class 25 contains 2897 members 
Mstep: Class 26 contains 8921 members 
Mstep: Class 27 contains 9212 members 
Mstep: Class 28 contains 2352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784256.000000 Penalty: 56277.878906
Iteration 139Q: 29 clusters Score -7.878426e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 31246 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 5782 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 35210 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18081 members 
Mstep: Class 11 contains 52767 members 
Mstep: Class 12 contains 22882 members 
Mstep: Class 13 contains 40181 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 2117 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34680 members 
Mstep: Class 19 contains 31576 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51430 members 
Mstep: Class 22 contains 129654 members 
Mstep: Class 23 contains 13742 members 
Mstep: Class 24 contains 10256 members 
Mstep: Class 25 contains 2948 members 
Mstep: Class 26 contains 8912 members 
Mstep: Class 27 contains 9215 members 
Mstep: Class 28 contains 2350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784320.000000 Penalty: 56277.878906
Iteration 140F: 29 clusters Score -7.878432e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 31247 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 5771 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 35212 members 
Mstep: Class 7 contains 40300 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18081 members 
Mstep: Class 11 contains 52762 members 
Mstep: Class 12 contains 22876 members 
Mstep: Class 13 contains 40167 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 16 contains 2120 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34678 members 
Mstep: Class 19 contains 31569 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51431 members 
Mstep: Class 22 contains 129620 members 
Mstep: Class 23 contains 13756 members 
Mstep: Class 24 contains 10250 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 8906 members 
Mstep: Class 27 contains 9222 members 
Mstep: Class 28 contains 2355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784408.000000 Penalty: 56277.878906
Iteration 141Q: 29 clusters Score -7.878441e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 31246 members 
Mstep: Class 3 contains 19181 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 35213 members 
Mstep: Class 7 contains 40300 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 52763 members 
Mstep: Class 12 contains 22871 members 
Mstep: Class 13 contains 40153 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 6438 members 
Mstep: Class 16 contains 2124 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34681 members 
Mstep: Class 19 contains 31567 members 
Mstep: Class 20 contains 27883 members 
Mstep: Class 21 contains 51433 members 
Mstep: Class 22 contains 129583 members 
Mstep: Class 23 contains 13763 members 
Mstep: Class 24 contains 10244 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 8907 members 
Mstep: Class 27 contains 9218 members 
Mstep: Class 28 contains 2358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784504.000000 Penalty: 56277.878906
Iteration 142Q: 29 clusters Score -7.87845e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 31244 members 
Mstep: Class 3 contains 19182 members 
Mstep: Class 4 contains 5758 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 35214 members 
Mstep: Class 7 contains 40300 members 
Mstep: Class 8 contains 539 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 52760 members 
Mstep: Class 12 contains 22866 members 
Mstep: Class 13 contains 40151 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 6437 members 
Mstep: Class 16 contains 2127 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34680 members 
Mstep: Class 19 contains 31560 members 
Mstep: Class 20 contains 27884 members 
Mstep: Class 21 contains 51435 members 
Mstep: Class 22 contains 129539 members 
Mstep: Class 23 contains 13765 members 
Mstep: Class 24 contains 10235 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 8891 members 
Mstep: Class 27 contains 9226 members 
Mstep: Class 28 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784464.000000 Penalty: 56277.878906
Iteration 143Q: 29 clusters Score -7.878446e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94128 members 
Mstep: Class 2 contains 31243 members 
Mstep: Class 3 contains 19183 members 
Mstep: Class 4 contains 5755 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 35214 members 
Mstep: Class 7 contains 40301 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 52756 members 
Mstep: Class 12 contains 22864 members 
Mstep: Class 13 contains 40144 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 15 contains 6435 members 
Mstep: Class 16 contains 2133 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34680 members 
Mstep: Class 19 contains 31552 members 
Mstep: Class 20 contains 27885 members 
Mstep: Class 21 contains 51436 members 
Mstep: Class 22 contains 129499 members 
Mstep: Class 23 contains 13772 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 3108 members 
Mstep: Class 26 contains 8892 members 
Mstep: Class 27 contains 9236 members 
Mstep: Class 28 contains 2358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784512.000000 Penalty: 56277.878906
Iteration 144Q: 29 clusters Score -7.878451e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 31243 members 
Mstep: Class 3 contains 19183 members 
Mstep: Class 4 contains 5750 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35212 members 
Mstep: Class 7 contains 40301 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 52743 members 
Mstep: Class 12 contains 22863 members 
Mstep: Class 13 contains 40132 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 6432 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34678 members 
Mstep: Class 19 contains 31543 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51438 members 
Mstep: Class 22 contains 129458 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 8897 members 
Mstep: Class 27 contains 9246 members 
Mstep: Class 28 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784464.000000 Penalty: 56277.878906
Iteration 145Q: 29 clusters Score -7.878446e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 31244 members 
Mstep: Class 3 contains 19183 members 
Mstep: Class 4 contains 5743 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35211 members 
Mstep: Class 7 contains 40300 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 52727 members 
Mstep: Class 12 contains 22868 members 
Mstep: Class 13 contains 40118 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 6430 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 34680 members 
Mstep: Class 19 contains 31536 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51439 members 
Mstep: Class 22 contains 129421 members 
Mstep: Class 23 contains 13803 members 
Mstep: Class 24 contains 10225 members 
Mstep: Class 25 contains 3185 members 
Mstep: Class 26 contains 8902 members 
Mstep: Class 27 contains 9263 members 
Mstep: Class 28 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784528.000000 Penalty: 56277.878906
Iteration 146Q: 29 clusters Score -7.878453e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 31240 members 
Mstep: Class 3 contains 19183 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35210 members 
Mstep: Class 7 contains 40298 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 52713 members 
Mstep: Class 12 contains 22874 members 
Mstep: Class 13 contains 40109 members 
Mstep: Class 14 contains 1842 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34686 members 
Mstep: Class 19 contains 31529 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51440 members 
Mstep: Class 22 contains 129389 members 
Mstep: Class 23 contains 13817 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 3223 members 
Mstep: Class 26 contains 8901 members 
Mstep: Class 27 contains 9267 members 
Mstep: Class 28 contains 2349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784584.000000 Penalty: 56277.878906
Iteration 147Q: 29 clusters Score -7.878458e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 31239 members 
Mstep: Class 3 contains 19183 members 
Mstep: Class 4 contains 5724 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35209 members 
Mstep: Class 7 contains 40297 members 
Mstep: Class 8 contains 545 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18081 members 
Mstep: Class 11 contains 52707 members 
Mstep: Class 12 contains 22880 members 
Mstep: Class 13 contains 40101 members 
Mstep: Class 14 contains 1855 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34686 members 
Mstep: Class 19 contains 31523 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51438 members 
Mstep: Class 22 contains 129358 members 
Mstep: Class 23 contains 13831 members 
Mstep: Class 24 contains 10230 members 
Mstep: Class 25 contains 3260 members 
Mstep: Class 26 contains 8905 members 
Mstep: Class 27 contains 9276 members 
Mstep: Class 28 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784656.000000 Penalty: 56277.878906
Iteration 148Q: 29 clusters Score -7.878466e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 31239 members 
Mstep: Class 3 contains 19183 members 
Mstep: Class 4 contains 5719 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35209 members 
Mstep: Class 7 contains 40298 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52695 members 
Mstep: Class 12 contains 22879 members 
Mstep: Class 13 contains 40096 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34683 members 
Mstep: Class 19 contains 31512 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51437 members 
Mstep: Class 22 contains 129325 members 
Mstep: Class 23 contains 13842 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 3295 members 
Mstep: Class 26 contains 8901 members 
Mstep: Class 27 contains 9284 members 
Mstep: Class 28 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784664.000000 Penalty: 56277.878906
Iteration 149Q: 29 clusters Score -7.878466e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 31241 members 
Mstep: Class 3 contains 19184 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40297 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52690 members 
Mstep: Class 12 contains 22873 members 
Mstep: Class 13 contains 40093 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34684 members 
Mstep: Class 19 contains 31501 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51436 members 
Mstep: Class 22 contains 129292 members 
Mstep: Class 23 contains 13849 members 
Mstep: Class 24 contains 10241 members 
Mstep: Class 25 contains 3332 members 
Mstep: Class 26 contains 8902 members 
Mstep: Class 27 contains 9287 members 
Mstep: Class 28 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784792.000000 Penalty: 56277.878906
Iteration 150Q: 29 clusters Score -7.878479e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 31239 members 
Mstep: Class 3 contains 19185 members 
Mstep: Class 4 contains 5711 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40296 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52683 members 
Mstep: Class 12 contains 22871 members 
Mstep: Class 13 contains 40084 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34688 members 
Mstep: Class 19 contains 31488 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 129272 members 
Mstep: Class 23 contains 13862 members 
Mstep: Class 24 contains 10239 members 
Mstep: Class 25 contains 3357 members 
Mstep: Class 26 contains 8907 members 
Mstep: Class 27 contains 9298 members 
Mstep: Class 28 contains 2341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784720.000000 Penalty: 56277.878906
Iteration 151Q: 29 clusters Score -7.878472e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 31240 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 24557 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40296 members 
Mstep: Class 8 contains 545 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52682 members 
Mstep: Class 12 contains 22869 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 1896 members 
Mstep: Class 15 contains 6427 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34689 members 
Mstep: Class 19 contains 31485 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 129247 members 
Mstep: Class 23 contains 13874 members 
Mstep: Class 24 contains 10237 members 
Mstep: Class 25 contains 3378 members 
Mstep: Class 26 contains 8913 members 
Mstep: Class 27 contains 9303 members 
Mstep: Class 28 contains 2343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784792.000000 Penalty: 56277.878906
Iteration 152Q: 29 clusters Score -7.878479e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 31239 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 5707 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40295 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52685 members 
Mstep: Class 12 contains 22868 members 
Mstep: Class 13 contains 40067 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 2169 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34692 members 
Mstep: Class 19 contains 31476 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 129225 members 
Mstep: Class 23 contains 13884 members 
Mstep: Class 24 contains 10232 members 
Mstep: Class 25 contains 3395 members 
Mstep: Class 26 contains 8913 members 
Mstep: Class 27 contains 9310 members 
Mstep: Class 28 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784696.000000 Penalty: 56277.878906
Iteration 153Q: 29 clusters Score -7.87847e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 31239 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 5705 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40295 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52680 members 
Mstep: Class 12 contains 22867 members 
Mstep: Class 13 contains 40060 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 6425 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34697 members 
Mstep: Class 19 contains 31466 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51435 members 
Mstep: Class 22 contains 129200 members 
Mstep: Class 23 contains 13894 members 
Mstep: Class 24 contains 10228 members 
Mstep: Class 25 contains 3413 members 
Mstep: Class 26 contains 8925 members 
Mstep: Class 27 contains 9316 members 
Mstep: Class 28 contains 2352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784712.000000 Penalty: 56277.878906
Iteration 154Q: 29 clusters Score -7.878471e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 31237 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 5705 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35206 members 
Mstep: Class 7 contains 40296 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52675 members 
Mstep: Class 12 contains 22862 members 
Mstep: Class 13 contains 40052 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34701 members 
Mstep: Class 19 contains 31460 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 129179 members 
Mstep: Class 23 contains 13903 members 
Mstep: Class 24 contains 10225 members 
Mstep: Class 25 contains 3436 members 
Mstep: Class 26 contains 8941 members 
Mstep: Class 27 contains 9317 members 
Mstep: Class 28 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784744.000000 Penalty: 56277.878906
Iteration 155Q: 29 clusters Score -7.878474e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 31236 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5704 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40297 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52666 members 
Mstep: Class 12 contains 22859 members 
Mstep: Class 13 contains 40048 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 6422 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34699 members 
Mstep: Class 19 contains 31456 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 129151 members 
Mstep: Class 23 contains 13911 members 
Mstep: Class 24 contains 10230 members 
Mstep: Class 25 contains 3464 members 
Mstep: Class 26 contains 8950 members 
Mstep: Class 27 contains 9314 members 
Mstep: Class 28 contains 2363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784784.000000 Penalty: 56277.878906
Iteration 156Q: 29 clusters Score -7.878478e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 31236 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5705 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40297 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52656 members 
Mstep: Class 12 contains 22854 members 
Mstep: Class 13 contains 40042 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 6421 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34699 members 
Mstep: Class 19 contains 31455 members 
Mstep: Class 20 contains 27886 members 
Mstep: Class 21 contains 51434 members 
Mstep: Class 22 contains 129121 members 
Mstep: Class 23 contains 13918 members 
Mstep: Class 24 contains 10230 members 
Mstep: Class 25 contains 3493 members 
Mstep: Class 26 contains 8964 members 
Mstep: Class 27 contains 9318 members 
Mstep: Class 28 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784832.000000 Penalty: 56277.878906
Iteration 157Q: 29 clusters Score -7.878483e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 31238 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5704 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40298 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52651 members 
Mstep: Class 12 contains 22851 members 
Mstep: Class 13 contains 40033 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 6419 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34697 members 
Mstep: Class 19 contains 31448 members 
Mstep: Class 20 contains 27886 members 
Mstep: Class 21 contains 51433 members 
Mstep: Class 22 contains 129080 members 
Mstep: Class 23 contains 13924 members 
Mstep: Class 24 contains 10229 members 
Mstep: Class 25 contains 3529 members 
Mstep: Class 26 contains 8968 members 
Mstep: Class 27 contains 9325 members 
Mstep: Class 28 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784776.000000 Penalty: 56277.878906
Iteration 158Q: 29 clusters Score -7.878478e+07 nChanged 151
Entering ConstructFrom: 
Score: -78784776.000000 Penalty: 56277.878906
Entering ConstructFrom: 
Trying to split cluster 1 (94018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Entering Unmasked Estep 
Score: -10391979.000000 Penalty: 1703.944824
	Iteration 0F: 2 clusters Score -1.039198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -10330319.000000 Penalty: 3407.889648
	Iteration 0F: 3 clusters Score -1.033032e+07 nChanged 44546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -10356558.000000 Penalty: 3407.889648
	Iteration 1F: 3 clusters Score -1.035656e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -10358528.000000 Penalty: 3407.889648
	Iteration 2Q: 3 clusters Score -1.035853e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -10361389.000000 Penalty: 3407.889648
	Iteration 3F: 3 clusters Score -1.036139e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -10364822.000000 Penalty: 3407.889648
	Iteration 4F: 3 clusters Score -1.036482e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -10368516.000000 Penalty: 3407.889648
	Iteration 5F: 3 clusters Score -1.036852e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -10371958.000000 Penalty: 3407.889648
	Iteration 6F: 3 clusters Score -1.037196e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -10375102.000000 Penalty: 3407.889648
	Iteration 7F: 3 clusters Score -1.03751e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -10377836.000000 Penalty: 3407.889648
	Iteration 8Q: 3 clusters Score -1.037784e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80271 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -10380561.000000 Penalty: 3407.889648
	Iteration 9Q: 3 clusters Score -1.038056e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -10383318.000000 Penalty: 3407.889648
	Iteration 10Q: 3 clusters Score -1.038332e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -10385718.000000 Penalty: 3407.889648
	Iteration 11Q: 3 clusters Score -1.038572e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89731 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -10387577.000000 Penalty: 3407.889648
	Iteration 12Q: 3 clusters Score -1.038758e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91466 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -10388946.000000 Penalty: 3407.889648
	Iteration 13Q: 3 clusters Score -1.038895e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -10389738.000000 Penalty: 3407.889648
	Iteration 14Q: 3 clusters Score -1.038974e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10390128.000000 Penalty: 3407.889648
	Iteration 15Q: 3 clusters Score -1.039013e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93303 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10390305.000000 Penalty: 3407.889648
	Iteration 16Q: 3 clusters Score -1.03903e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10390398.000000 Penalty: 3407.889648
	Iteration 17Q: 3 clusters Score -1.03904e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10390468.000000 Penalty: 3407.889648
	Iteration 18Q: 3 clusters Score -1.039047e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93547 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10390527.000000 Penalty: 3407.889648
	Iteration 19Q: 3 clusters Score -1.039053e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10390565.000000 Penalty: 3407.889648
	Iteration 20F: 3 clusters Score -1.039056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10390583.000000 Penalty: 3407.889648
	Iteration 21Q: 3 clusters Score -1.039058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10390595.000000 Penalty: 3407.889648
	Iteration 22Q: 3 clusters Score -1.03906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10390598.000000 Penalty: 3407.889648
	Iteration 23Q: 3 clusters Score -1.03906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10390607.000000 Penalty: 3407.889648
	Iteration 24Q: 3 clusters Score -1.039061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10390617.000000 Penalty: 3407.889648
	Iteration 25Q: 3 clusters Score -1.039062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10390619.000000 Penalty: 3407.889648
	Iteration 26Q: 3 clusters Score -1.039062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10390619.000000 Penalty: 3407.889648
	Iteration 27Q: 3 clusters Score -1.039062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10390620.000000 Penalty: 3407.889648
	Iteration 28Q: 3 clusters Score -1.039062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10390620.000000 Penalty: 3407.889648
	Iteration 29Q: 3 clusters Score -1.039062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10390622.000000 Penalty: 3407.889648
	Iteration 30Q: 3 clusters Score -1.039062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10390624.000000 Penalty: 3407.889648
	Iteration 31Q: 3 clusters Score -1.039062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10390636.000000 Penalty: 3407.889648
	Iteration 32Q: 3 clusters Score -1.039064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10390640.000000 Penalty: 3407.889648
	Iteration 33Q: 3 clusters Score -1.039064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10390637.000000 Penalty: 3407.889648
	Iteration 34Q: 3 clusters Score -1.039064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10390637.000000 Penalty: 3407.889648
	Iteration 35F: 3 clusters Score -1.039064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Entering Unmasked Estep 
Score: -3438872.250000 Penalty: 1539.998901
	Iteration 0F: 2 clusters Score -3438872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3418608.000000 Penalty: 3079.997803
	Iteration 0F: 3 clusters Score -3418608 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3426192.750000 Penalty: 3079.997803
	Iteration 1F: 3 clusters Score -3426193 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3426691.250000 Penalty: 3079.997803
	Iteration 2Q: 3 clusters Score -3426691 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3427143.250000 Penalty: 3079.997803
	Iteration 3Q: 3 clusters Score -3427143 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3427559.250000 Penalty: 3079.997803
	Iteration 4Q: 3 clusters Score -3427559 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3427933.750000 Penalty: 3079.997803
	Iteration 5Q: 3 clusters Score -3427934 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3428237.750000 Penalty: 3079.997803
	Iteration 6Q: 3 clusters Score -3428238 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3428557.750000 Penalty: 3079.997803
	Iteration 7Q: 3 clusters Score -3428558 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3428845.750000 Penalty: 3079.997803
	Iteration 8Q: 3 clusters Score -3428846 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3429201.750000 Penalty: 3079.997803
	Iteration 9Q: 3 clusters Score -3429202 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3429560.250000 Penalty: 3079.997803
	Iteration 10Q: 3 clusters Score -3429560 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -3429957.750000 Penalty: 3079.997803
	Iteration 11Q: 3 clusters Score -3429958 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3430477.250000 Penalty: 3079.997803
	Iteration 12Q: 3 clusters Score -3430477 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3431149.250000 Penalty: 3079.997803
	Iteration 13Q: 3 clusters Score -3431149 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3432012.500000 Penalty: 3079.997803
	Iteration 14Q: 3 clusters Score -3432012 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -3433079.000000 Penalty: 3079.997803
	Iteration 15F: 3 clusters Score -3433079 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3434316.750000 Penalty: 3079.997803
	Iteration 16F: 3 clusters Score -3434317 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3435485.000000 Penalty: 3079.997803
	Iteration 17Q: 3 clusters Score -3435485 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3436431.750000 Penalty: 3079.997803
	Iteration 18Q: 3 clusters Score -3436432 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3436937.250000 Penalty: 3079.997803
	Iteration 19Q: 3 clusters Score -3436937 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3437212.500000 Penalty: 3079.997803
	Iteration 20F: 3 clusters Score -3437212 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3437353.750000 Penalty: 3079.997803
	Iteration 21Q: 3 clusters Score -3437354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3437462.750000 Penalty: 3079.997803
	Iteration 22Q: 3 clusters Score -3437463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3437533.500000 Penalty: 3079.997803
	Iteration 23Q: 3 clusters Score -3437534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3437580.000000 Penalty: 3079.997803
	Iteration 24Q: 3 clusters Score -3437580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3437610.250000 Penalty: 3079.997803
	Iteration 25Q: 3 clusters Score -3437610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3437633.500000 Penalty: 3079.997803
	Iteration 26Q: 3 clusters Score -3437634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3437643.000000 Penalty: 3079.997803
	Iteration 27Q: 3 clusters Score -3437643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3437654.000000 Penalty: 3079.997803
	Iteration 28Q: 3 clusters Score -3437654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3437666.000000 Penalty: 3079.997803
	Iteration 29Q: 3 clusters Score -3437666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3437677.000000 Penalty: 3079.997803
	Iteration 30Q: 3 clusters Score -3437677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3437690.500000 Penalty: 3079.997803
	Iteration 31Q: 3 clusters Score -3437690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3437695.750000 Penalty: 3079.997803
	Iteration 32Q: 3 clusters Score -3437696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3437697.500000 Penalty: 3079.997803
	Iteration 33Q: 3 clusters Score -3437698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3437699.000000 Penalty: 3079.997803
	Iteration 34Q: 3 clusters Score -3437699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3437702.250000 Penalty: 3079.997803
	Iteration 35Q: 3 clusters Score -3437702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3437702.250000 Penalty: 3079.997803
	Iteration 36Q: 3 clusters Score -3437702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3437697.500000 Penalty: 3079.997803
	Iteration 37Q: 3 clusters Score -3437698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3437697.500000 Penalty: 3079.997803
	Iteration 38F: 3 clusters Score -3437698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Entering Unmasked Estep 
Score: -2144134.500000 Penalty: 1467.456177
	Iteration 0F: 2 clusters Score -2144134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2131678.500000 Penalty: 2934.912354
	Iteration 0F: 3 clusters Score -2131678 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2136081.250000 Penalty: 2934.912354
	Iteration 1F: 3 clusters Score -2136081 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2136471.000000 Penalty: 2934.912354
	Iteration 2F: 3 clusters Score -2136471 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2136769.750000 Penalty: 2934.912354
	Iteration 3Q: 3 clusters Score -2136770 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2137015.500000 Penalty: 2934.912354
	Iteration 4Q: 3 clusters Score -2137016 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2137202.000000 Penalty: 2934.912354
	Iteration 5Q: 3 clusters Score -2137202 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2137344.250000 Penalty: 2934.912354
	Iteration 6Q: 3 clusters Score -2137344 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2137504.250000 Penalty: 2934.912354
	Iteration 7Q: 3 clusters Score -2137504 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2137660.750000 Penalty: 2934.912354
	Iteration 8Q: 3 clusters Score -2137661 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2137813.750000 Penalty: 2934.912354
	Iteration 9Q: 3 clusters Score -2137814 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2137950.250000 Penalty: 2934.912354
	Iteration 10Q: 3 clusters Score -2137950 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2138080.750000 Penalty: 2934.912354
	Iteration 11Q: 3 clusters Score -2138081 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2138215.750000 Penalty: 2934.912354
	Iteration 12Q: 3 clusters Score -2138216 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2138345.500000 Penalty: 2934.912354
	Iteration 13Q: 3 clusters Score -2138346 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2138481.750000 Penalty: 2934.912354
	Iteration 14Q: 3 clusters Score -2138482 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2138635.250000 Penalty: 2934.912354
	Iteration 15Q: 3 clusters Score -2138635 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2138794.750000 Penalty: 2934.912354
	Iteration 16Q: 3 clusters Score -2138795 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2138972.750000 Penalty: 2934.912354
	Iteration 17Q: 3 clusters Score -2138973 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2139151.500000 Penalty: 2934.912354
	Iteration 18Q: 3 clusters Score -2139152 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2139345.500000 Penalty: 2934.912354
	Iteration 19Q: 3 clusters Score -2139346 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2139544.500000 Penalty: 2934.912354
	Iteration 20F: 3 clusters Score -2139544 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2139761.750000 Penalty: 2934.912354
	Iteration 21Q: 3 clusters Score -2139762 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2139988.250000 Penalty: 2934.912354
	Iteration 22Q: 3 clusters Score -2139988 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2140221.250000 Penalty: 2934.912354
	Iteration 23Q: 3 clusters Score -2140221 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2140468.250000 Penalty: 2934.912354
	Iteration 24Q: 3 clusters Score -2140468 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2140745.500000 Penalty: 2934.912354
	Iteration 25Q: 3 clusters Score -2140746 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2141060.250000 Penalty: 2934.912354
	Iteration 26Q: 3 clusters Score -2141060 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2141387.750000 Penalty: 2934.912354
	Iteration 27Q: 3 clusters Score -2141388 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2141727.500000 Penalty: 2934.912354
	Iteration 28Q: 3 clusters Score -2141728 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2142016.250000 Penalty: 2934.912354
	Iteration 29Q: 3 clusters Score -2142016 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2142272.500000 Penalty: 2934.912354
	Iteration 30Q: 3 clusters Score -2142272 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2142467.500000 Penalty: 2934.912354
	Iteration 31Q: 3 clusters Score -2142468 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2142616.000000 Penalty: 2934.912354
	Iteration 32Q: 3 clusters Score -2142616 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2142746.250000 Penalty: 2934.912354
	Iteration 33Q: 3 clusters Score -2142746 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2142824.500000 Penalty: 2934.912354
	Iteration 34Q: 3 clusters Score -2142824 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2142888.750000 Penalty: 2934.912354
	Iteration 35Q: 3 clusters Score -2142889 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2142940.000000 Penalty: 2934.912354
	Iteration 36Q: 3 clusters Score -2142940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2142988.000000 Penalty: 2934.912354
	Iteration 37Q: 3 clusters Score -2142988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2143018.750000 Penalty: 2934.912354
	Iteration 38Q: 3 clusters Score -2143019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2143038.000000 Penalty: 2934.912354
	Iteration 39Q: 3 clusters Score -2143038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2143064.250000 Penalty: 2934.912354
	Iteration 40F: 3 clusters Score -2143064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2143085.000000 Penalty: 2934.912354
	Iteration 41Q: 3 clusters Score -2143085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2143110.500000 Penalty: 2934.912354
	Iteration 42Q: 3 clusters Score -2143110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2143120.500000 Penalty: 2934.912354
	Iteration 43Q: 3 clusters Score -2143120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2143133.750000 Penalty: 2934.912354
	Iteration 44Q: 3 clusters Score -2143134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2143142.250000 Penalty: 2934.912354
	Iteration 45Q: 3 clusters Score -2143142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2143144.750000 Penalty: 2934.912354
	Iteration 46Q: 3 clusters Score -2143145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2143147.000000 Penalty: 2934.912354
	Iteration 47Q: 3 clusters Score -2143147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2143151.750000 Penalty: 2934.912354
	Iteration 48Q: 3 clusters Score -2143152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2143154.000000 Penalty: 2934.912354
	Iteration 49Q: 3 clusters Score -2143154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2143157.250000 Penalty: 2934.912354
	Iteration 50Q: 3 clusters Score -2143157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2143159.750000 Penalty: 2934.912354
	Iteration 51Q: 3 clusters Score -2143160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2143162.250000 Penalty: 2934.912354
	Iteration 52Q: 3 clusters Score -2143162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2143161.250000 Penalty: 2934.912354
	Iteration 53Q: 3 clusters Score -2143161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2143161.250000 Penalty: 2934.912354
	Iteration 54F: 3 clusters Score -2143161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Entering Unmasked Estep 
Score: -678250.562500 Penalty: 1286.881470
	Iteration 0F: 2 clusters Score -678250.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -674186.187500 Penalty: 2573.762939
	Iteration 0F: 3 clusters Score -674186.2 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -675458.812500 Penalty: 2573.762939
	Iteration 1F: 3 clusters Score -675458.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -675661.750000 Penalty: 2573.762939
	Iteration 2F: 3 clusters Score -675661.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -675777.500000 Penalty: 2573.762939
	Iteration 3Q: 3 clusters Score -675777.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -675846.812500 Penalty: 2573.762939
	Iteration 4Q: 3 clusters Score -675846.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -675911.125000 Penalty: 2573.762939
	Iteration 5Q: 3 clusters Score -675911.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -675961.500000 Penalty: 2573.762939
	Iteration 6Q: 3 clusters Score -675961.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -676003.375000 Penalty: 2573.762939
	Iteration 7Q: 3 clusters Score -676003.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -676041.062500 Penalty: 2573.762939
	Iteration 8Q: 3 clusters Score -676041.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -676076.125000 Penalty: 2573.762939
	Iteration 9Q: 3 clusters Score -676076.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -676099.937500 Penalty: 2573.762939
	Iteration 10Q: 3 clusters Score -676099.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -676126.562500 Penalty: 2573.762939
	Iteration 11Q: 3 clusters Score -676126.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -676157.250000 Penalty: 2573.762939
	Iteration 12Q: 3 clusters Score -676157.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -676191.250000 Penalty: 2573.762939
	Iteration 13Q: 3 clusters Score -676191.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -676220.687500 Penalty: 2573.762939
	Iteration 14Q: 3 clusters Score -676220.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -676250.062500 Penalty: 2573.762939
	Iteration 15Q: 3 clusters Score -676250.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -676275.312500 Penalty: 2573.762939
	Iteration 16Q: 3 clusters Score -676275.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -676299.437500 Penalty: 2573.762939
	Iteration 17Q: 3 clusters Score -676299.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -676319.250000 Penalty: 2573.762939
	Iteration 18Q: 3 clusters Score -676319.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -676340.687500 Penalty: 2573.762939
	Iteration 19Q: 3 clusters Score -676340.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -676370.500000 Penalty: 2573.762939
	Iteration 20F: 3 clusters Score -676370.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -676408.000000 Penalty: 2573.762939
	Iteration 21Q: 3 clusters Score -676408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -676453.125000 Penalty: 2573.762939
	Iteration 22Q: 3 clusters Score -676453.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -676493.250000 Penalty: 2573.762939
	Iteration 23Q: 3 clusters Score -676493.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -676537.250000 Penalty: 2573.762939
	Iteration 24Q: 3 clusters Score -676537.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -676582.312500 Penalty: 2573.762939
	Iteration 25Q: 3 clusters Score -676582.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -676636.062500 Penalty: 2573.762939
	Iteration 26Q: 3 clusters Score -676636.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -676685.312500 Penalty: 2573.762939
	Iteration 27Q: 3 clusters Score -676685.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -676728.625000 Penalty: 2573.762939
	Iteration 28Q: 3 clusters Score -676728.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -676775.125000 Penalty: 2573.762939
	Iteration 29Q: 3 clusters Score -676775.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -676821.750000 Penalty: 2573.762939
	Iteration 30Q: 3 clusters Score -676821.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -676865.812500 Penalty: 2573.762939
	Iteration 31Q: 3 clusters Score -676865.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -676895.250000 Penalty: 2573.762939
	Iteration 32Q: 3 clusters Score -676895.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -676924.562500 Penalty: 2573.762939
	Iteration 33Q: 3 clusters Score -676924.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -676948.687500 Penalty: 2573.762939
	Iteration 34Q: 3 clusters Score -676948.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -676969.000000 Penalty: 2573.762939
	Iteration 35Q: 3 clusters Score -676969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -676986.062500 Penalty: 2573.762939
	Iteration 36Q: 3 clusters Score -676986.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -676996.812500 Penalty: 2573.762939
	Iteration 37Q: 3 clusters Score -676996.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -677010.625000 Penalty: 2573.762939
	Iteration 38Q: 3 clusters Score -677010.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -677029.125000 Penalty: 2573.762939
	Iteration 39Q: 3 clusters Score -677029.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -677044.062500 Penalty: 2573.762939
	Iteration 40F: 3 clusters Score -677044.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -677056.937500 Penalty: 2573.762939
	Iteration 41Q: 3 clusters Score -677056.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -677065.000000 Penalty: 2573.762939
	Iteration 42Q: 3 clusters Score -677065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -677073.500000 Penalty: 2573.762939
	Iteration 43Q: 3 clusters Score -677073.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -677082.187500 Penalty: 2573.762939
	Iteration 44Q: 3 clusters Score -677082.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -677087.187500 Penalty: 2573.762939
	Iteration 45Q: 3 clusters Score -677087.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -677090.250000 Penalty: 2573.762939
	Iteration 46Q: 3 clusters Score -677090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -677095.312500 Penalty: 2573.762939
	Iteration 47Q: 3 clusters Score -677095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -677096.375000 Penalty: 2573.762939
	Iteration 48Q: 3 clusters Score -677096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -677096.375000 Penalty: 2573.762939
	Iteration 49F: 3 clusters Score -677096.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Entering Unmasked Estep 
Score: -2751661.000000 Penalty: 1504.188477
	Iteration 0F: 2 clusters Score -2751661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2735757.750000 Penalty: 3008.376953
	Iteration 0F: 3 clusters Score -2735758 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2741655.250000 Penalty: 3008.376953
	Iteration 1F: 3 clusters Score -2741655 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2742144.000000 Penalty: 3008.376953
	Iteration 2F: 3 clusters Score -2742144 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2742580.000000 Penalty: 3008.376953
	Iteration 3Q: 3 clusters Score -2742580 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2742995.750000 Penalty: 3008.376953
	Iteration 4Q: 3 clusters Score -2742996 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2743472.000000 Penalty: 3008.376953
	Iteration 5Q: 3 clusters Score -2743472 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2743980.250000 Penalty: 3008.376953
	Iteration 6Q: 3 clusters Score -2743980 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2744603.500000 Penalty: 3008.376953
	Iteration 7Q: 3 clusters Score -2744604 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2745337.000000 Penalty: 3008.376953
	Iteration 8F: 3 clusters Score -2745337 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2746126.000000 Penalty: 3008.376953
	Iteration 9F: 3 clusters Score -2746126 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2746864.500000 Penalty: 3008.376953
	Iteration 10Q: 3 clusters Score -2746864 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2747567.750000 Penalty: 3008.376953
	Iteration 11Q: 3 clusters Score -2747568 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2748221.000000 Penalty: 3008.376953
	Iteration 12Q: 3 clusters Score -2748221 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2748817.500000 Penalty: 3008.376953
	Iteration 13Q: 3 clusters Score -2748818 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2749284.750000 Penalty: 3008.376953
	Iteration 14Q: 3 clusters Score -2749285 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2749607.750000 Penalty: 3008.376953
	Iteration 15Q: 3 clusters Score -2749608 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2749848.750000 Penalty: 3008.376953
	Iteration 16Q: 3 clusters Score -2749849 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2749994.750000 Penalty: 3008.376953
	Iteration 17Q: 3 clusters Score -2749995 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2750126.500000 Penalty: 3008.376953
	Iteration 18Q: 3 clusters Score -2750126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2750213.250000 Penalty: 3008.376953
	Iteration 19Q: 3 clusters Score -2750213 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2750279.000000 Penalty: 3008.376953
	Iteration 20F: 3 clusters Score -2750279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2750325.250000 Penalty: 3008.376953
	Iteration 21Q: 3 clusters Score -2750325 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2750357.500000 Penalty: 3008.376953
	Iteration 22Q: 3 clusters Score -2750358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2750371.750000 Penalty: 3008.376953
	Iteration 23Q: 3 clusters Score -2750372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2750396.750000 Penalty: 3008.376953
	Iteration 24Q: 3 clusters Score -2750397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2750412.000000 Penalty: 3008.376953
	Iteration 25Q: 3 clusters Score -2750412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2750425.500000 Penalty: 3008.376953
	Iteration 26Q: 3 clusters Score -2750426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2750448.500000 Penalty: 3008.376953
	Iteration 27Q: 3 clusters Score -2750448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2750457.500000 Penalty: 3008.376953
	Iteration 28Q: 3 clusters Score -2750458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2750459.500000 Penalty: 3008.376953
	Iteration 29Q: 3 clusters Score -2750460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2750470.000000 Penalty: 3008.376953
	Iteration 30Q: 3 clusters Score -2750470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2750477.000000 Penalty: 3008.376953
	Iteration 31Q: 3 clusters Score -2750477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2750479.250000 Penalty: 3008.376953
	Iteration 32Q: 3 clusters Score -2750479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2750488.250000 Penalty: 3008.376953
	Iteration 33Q: 3 clusters Score -2750488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2750492.750000 Penalty: 3008.376953
	Iteration 34Q: 3 clusters Score -2750493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2750500.500000 Penalty: 3008.376953
	Iteration 35Q: 3 clusters Score -2750500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2750502.250000 Penalty: 3008.376953
	Iteration 36Q: 3 clusters Score -2750502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2750507.250000 Penalty: 3008.376953
	Iteration 37Q: 3 clusters Score -2750507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2750515.000000 Penalty: 3008.376953
	Iteration 38Q: 3 clusters Score -2750515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2750528.000000 Penalty: 3008.376953
	Iteration 39Q: 3 clusters Score -2750528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2750542.500000 Penalty: 3008.376953
	Iteration 40F: 3 clusters Score -2750542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2750549.500000 Penalty: 3008.376953
	Iteration 41Q: 3 clusters Score -2750550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2750551.500000 Penalty: 3008.376953
	Iteration 42Q: 3 clusters Score -2750552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2750552.500000 Penalty: 3008.376953
	Iteration 43Q: 3 clusters Score -2750552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2750552.500000 Penalty: 3008.376953
	Iteration 44F: 3 clusters Score -2750552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Entering Unmasked Estep 
Score: -3933002.000000 Penalty: 1557.791504
	Iteration 0F: 2 clusters Score -3933002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3910125.250000 Penalty: 3115.583008
	Iteration 0F: 3 clusters Score -3910125 nChanged 16024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3919005.500000 Penalty: 3115.583008
	Iteration 1F: 3 clusters Score -3919006 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3919496.000000 Penalty: 3115.583008
	Iteration 2Q: 3 clusters Score -3919496 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -3919888.000000 Penalty: 3115.583008
	Iteration 3Q: 3 clusters Score -3919888 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3920315.750000 Penalty: 3115.583008
	Iteration 4Q: 3 clusters Score -3920316 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3920783.250000 Penalty: 3115.583008
	Iteration 5Q: 3 clusters Score -3920783 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3921341.250000 Penalty: 3115.583008
	Iteration 6Q: 3 clusters Score -3921341 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3921938.000000 Penalty: 3115.583008
	Iteration 7Q: 3 clusters Score -3921938 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3922659.750000 Penalty: 3115.583008
	Iteration 8Q: 3 clusters Score -3922660 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3923432.500000 Penalty: 3115.583008
	Iteration 9Q: 3 clusters Score -3923432 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3924235.750000 Penalty: 3115.583008
	Iteration 10Q: 3 clusters Score -3924236 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3925129.000000 Penalty: 3115.583008
	Iteration 11Q: 3 clusters Score -3925129 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3926029.250000 Penalty: 3115.583008
	Iteration 12Q: 3 clusters Score -3926029 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3926939.250000 Penalty: 3115.583008
	Iteration 13Q: 3 clusters Score -3926939 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3927897.250000 Penalty: 3115.583008
	Iteration 14Q: 3 clusters Score -3927897 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3928836.250000 Penalty: 3115.583008
	Iteration 15Q: 3 clusters Score -3928836 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3929656.500000 Penalty: 3115.583008
	Iteration 16Q: 3 clusters Score -3929656 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3930346.750000 Penalty: 3115.583008
	Iteration 17Q: 3 clusters Score -3930347 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3930801.250000 Penalty: 3115.583008
	Iteration 18Q: 3 clusters Score -3930801 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3931103.000000 Penalty: 3115.583008
	Iteration 19Q: 3 clusters Score -3931103 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3931327.750000 Penalty: 3115.583008
	Iteration 20F: 3 clusters Score -3931328 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3931451.500000 Penalty: 3115.583008
	Iteration 21Q: 3 clusters Score -3931452 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3931513.500000 Penalty: 3115.583008
	Iteration 22Q: 3 clusters Score -3931514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3931562.250000 Penalty: 3115.583008
	Iteration 23Q: 3 clusters Score -3931562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3931617.250000 Penalty: 3115.583008
	Iteration 24Q: 3 clusters Score -3931617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3931657.250000 Penalty: 3115.583008
	Iteration 25Q: 3 clusters Score -3931657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3931683.500000 Penalty: 3115.583008
	Iteration 26Q: 3 clusters Score -3931684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3931698.750000 Penalty: 3115.583008
	Iteration 27Q: 3 clusters Score -3931699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3931707.000000 Penalty: 3115.583008
	Iteration 28Q: 3 clusters Score -3931707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3931714.750000 Penalty: 3115.583008
	Iteration 29Q: 3 clusters Score -3931715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3931721.000000 Penalty: 3115.583008
	Iteration 30Q: 3 clusters Score -3931721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3931725.750000 Penalty: 3115.583008
	Iteration 31Q: 3 clusters Score -3931726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3931730.250000 Penalty: 3115.583008
	Iteration 32Q: 3 clusters Score -3931730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3931733.750000 Penalty: 3115.583008
	Iteration 33Q: 3 clusters Score -3931734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3931737.000000 Penalty: 3115.583008
	Iteration 34Q: 3 clusters Score -3931737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3931749.500000 Penalty: 3115.583008
	Iteration 35Q: 3 clusters Score -3931750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3931750.750000 Penalty: 3115.583008
	Iteration 36Q: 3 clusters Score -3931751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3931753.250000 Penalty: 3115.583008
	Iteration 37Q: 3 clusters Score -3931753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3931753.250000 Penalty: 3115.583008
	Iteration 38F: 3 clusters Score -3931753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Entering Unmasked Estep 
Score: -4443264.500000 Penalty: 1577.891113
	Iteration 0F: 2 clusters Score -4443264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4417091.000000 Penalty: 3155.782227
	Iteration 0F: 3 clusters Score -4417091 nChanged 18415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4427281.500000 Penalty: 3155.782227
	Iteration 1F: 3 clusters Score -4427282 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4428018.500000 Penalty: 3155.782227
	Iteration 2Q: 3 clusters Score -4428018 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4428923.500000 Penalty: 3155.782227
	Iteration 3F: 3 clusters Score -4428924 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4429954.000000 Penalty: 3155.782227
	Iteration 4F: 3 clusters Score -4429954 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4431212.500000 Penalty: 3155.782227
	Iteration 5F: 3 clusters Score -4431212 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4432763.500000 Penalty: 3155.782227
	Iteration 6F: 3 clusters Score -4432764 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -4434578.500000 Penalty: 3155.782227
	Iteration 7F: 3 clusters Score -4434578 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -4436607.500000 Penalty: 3155.782227
	Iteration 8F: 3 clusters Score -4436608 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4438533.000000 Penalty: 3155.782227
	Iteration 9F: 3 clusters Score -4438533 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4440008.000000 Penalty: 3155.782227
	Iteration 10Q: 3 clusters Score -4440008 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4440988.500000 Penalty: 3155.782227
	Iteration 11Q: 3 clusters Score -4440988 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4441488.500000 Penalty: 3155.782227
	Iteration 12Q: 3 clusters Score -4441488 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4441703.500000 Penalty: 3155.782227
	Iteration 13Q: 3 clusters Score -4441704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4441806.000000 Penalty: 3155.782227
	Iteration 14Q: 3 clusters Score -4441806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4441905.000000 Penalty: 3155.782227
	Iteration 15Q: 3 clusters Score -4441905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4441956.500000 Penalty: 3155.782227
	Iteration 16Q: 3 clusters Score -4441956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4441970.500000 Penalty: 3155.782227
	Iteration 17Q: 3 clusters Score -4441970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4441990.000000 Penalty: 3155.782227
	Iteration 18Q: 3 clusters Score -4441990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4441994.500000 Penalty: 3155.782227
	Iteration 19Q: 3 clusters Score -4441994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4442007.500000 Penalty: 3155.782227
	Iteration 20F: 3 clusters Score -4442008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4442021.500000 Penalty: 3155.782227
	Iteration 21Q: 3 clusters Score -4442022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4442022.500000 Penalty: 3155.782227
	Iteration 22Q: 3 clusters Score -4442022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4442024.500000 Penalty: 3155.782227
	Iteration 23Q: 3 clusters Score -4442024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4442030.000000 Penalty: 3155.782227
	Iteration 24Q: 3 clusters Score -4442030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4442027.000000 Penalty: 3155.782227
	Iteration 25Q: 3 clusters Score -4442027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4442027.000000 Penalty: 3155.782227
	Iteration 26F: 3 clusters Score -4442027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -54985.421875 Penalty: 937.283691
	Iteration 0F: 2 clusters Score -54985.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54065.769531 Penalty: 1874.567383
	Iteration 0F: 3 clusters Score -54065.77 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54265.468750 Penalty: 1874.567383
	Iteration 1F: 3 clusters Score -54265.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54323.054688 Penalty: 1874.567383
	Iteration 2Q: 3 clusters Score -54323.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54341.773438 Penalty: 1874.567383
	Iteration 3Q: 3 clusters Score -54341.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54349.894531 Penalty: 1874.567383
	Iteration 4Q: 3 clusters Score -54349.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54351.058594 Penalty: 1874.567383
	Iteration 5Q: 3 clusters Score -54351.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54351.058594 Penalty: 1874.567383
	Iteration 6F: 3 clusters Score -54351.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Entering Unmasked Estep 
Score: -1710662.000000 Penalty: 1433.525391
	Iteration 0F: 2 clusters Score -1710662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1700572.125000 Penalty: 2867.050781
	Iteration 0F: 3 clusters Score -1700572 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1704091.125000 Penalty: 2867.050781
	Iteration 1F: 3 clusters Score -1704091 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1704494.250000 Penalty: 2867.050781
	Iteration 2F: 3 clusters Score -1704494 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1704771.750000 Penalty: 2867.050781
	Iteration 3Q: 3 clusters Score -1704772 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1705016.250000 Penalty: 2867.050781
	Iteration 4Q: 3 clusters Score -1705016 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1705271.500000 Penalty: 2867.050781
	Iteration 5Q: 3 clusters Score -1705272 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1705525.875000 Penalty: 2867.050781
	Iteration 6Q: 3 clusters Score -1705526 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1705795.625000 Penalty: 2867.050781
	Iteration 7Q: 3 clusters Score -1705796 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1706103.125000 Penalty: 2867.050781
	Iteration 8Q: 3 clusters Score -1706103 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1706388.250000 Penalty: 2867.050781
	Iteration 9Q: 3 clusters Score -1706388 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1706633.875000 Penalty: 2867.050781
	Iteration 10Q: 3 clusters Score -1706634 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1706865.125000 Penalty: 2867.050781
	Iteration 11Q: 3 clusters Score -1706865 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1707067.625000 Penalty: 2867.050781
	Iteration 12Q: 3 clusters Score -1707068 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1707281.375000 Penalty: 2867.050781
	Iteration 13Q: 3 clusters Score -1707281 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1707457.875000 Penalty: 2867.050781
	Iteration 14Q: 3 clusters Score -1707458 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1707605.750000 Penalty: 2867.050781
	Iteration 15Q: 3 clusters Score -1707606 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1707721.375000 Penalty: 2867.050781
	Iteration 16Q: 3 clusters Score -1707721 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1707849.875000 Penalty: 2867.050781
	Iteration 17Q: 3 clusters Score -1707850 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1707968.250000 Penalty: 2867.050781
	Iteration 18Q: 3 clusters Score -1707968 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1708096.375000 Penalty: 2867.050781
	Iteration 19Q: 3 clusters Score -1708096 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1708217.000000 Penalty: 2867.050781
	Iteration 20F: 3 clusters Score -1708217 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1708351.750000 Penalty: 2867.050781
	Iteration 21Q: 3 clusters Score -1708352 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1708473.125000 Penalty: 2867.050781
	Iteration 22Q: 3 clusters Score -1708473 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1708584.875000 Penalty: 2867.050781
	Iteration 23Q: 3 clusters Score -1708585 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1708686.000000 Penalty: 2867.050781
	Iteration 24Q: 3 clusters Score -1708686 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1708788.000000 Penalty: 2867.050781
	Iteration 25Q: 3 clusters Score -1708788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1708891.750000 Penalty: 2867.050781
	Iteration 26Q: 3 clusters Score -1708892 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1708974.000000 Penalty: 2867.050781
	Iteration 27Q: 3 clusters Score -1708974 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1709043.375000 Penalty: 2867.050781
	Iteration 28Q: 3 clusters Score -1709043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1709093.750000 Penalty: 2867.050781
	Iteration 29Q: 3 clusters Score -1709094 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1709153.250000 Penalty: 2867.050781
	Iteration 30Q: 3 clusters Score -1709153 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1709204.625000 Penalty: 2867.050781
	Iteration 31Q: 3 clusters Score -1709205 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1709240.625000 Penalty: 2867.050781
	Iteration 32Q: 3 clusters Score -1709241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1709276.000000 Penalty: 2867.050781
	Iteration 33Q: 3 clusters Score -1709276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1709294.250000 Penalty: 2867.050781
	Iteration 34Q: 3 clusters Score -1709294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1709308.375000 Penalty: 2867.050781
	Iteration 35Q: 3 clusters Score -1709308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1709316.125000 Penalty: 2867.050781
	Iteration 36Q: 3 clusters Score -1709316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1709334.625000 Penalty: 2867.050781
	Iteration 37Q: 3 clusters Score -1709335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1709341.625000 Penalty: 2867.050781
	Iteration 38Q: 3 clusters Score -1709342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1709356.000000 Penalty: 2867.050781
	Iteration 39Q: 3 clusters Score -1709356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1709360.375000 Penalty: 2867.050781
	Iteration 40F: 3 clusters Score -1709360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1709369.625000 Penalty: 2867.050781
	Iteration 41Q: 3 clusters Score -1709370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1709378.375000 Penalty: 2867.050781
	Iteration 42Q: 3 clusters Score -1709378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1709387.500000 Penalty: 2867.050781
	Iteration 43Q: 3 clusters Score -1709388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1709399.625000 Penalty: 2867.050781
	Iteration 44Q: 3 clusters Score -1709400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1709399.375000 Penalty: 2867.050781
	Iteration 45Q: 3 clusters Score -1709399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1709405.625000 Penalty: 2867.050781
	Iteration 46Q: 3 clusters Score -1709406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1709413.375000 Penalty: 2867.050781
	Iteration 47Q: 3 clusters Score -1709413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1709418.500000 Penalty: 2867.050781
	Iteration 48Q: 3 clusters Score -1709418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1709424.000000 Penalty: 2867.050781
	Iteration 49Q: 3 clusters Score -1709424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1709436.375000 Penalty: 2867.050781
	Iteration 50Q: 3 clusters Score -1709436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1709442.375000 Penalty: 2867.050781
	Iteration 51Q: 3 clusters Score -1709442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1709453.125000 Penalty: 2867.050781
	Iteration 52Q: 3 clusters Score -1709453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1709453.500000 Penalty: 2867.050781
	Iteration 53Q: 3 clusters Score -1709454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1709455.250000 Penalty: 2867.050781
	Iteration 54Q: 3 clusters Score -1709455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1709461.000000 Penalty: 2867.050781
	Iteration 55Q: 3 clusters Score -1709461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1709467.125000 Penalty: 2867.050781
	Iteration 56Q: 3 clusters Score -1709467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1709472.125000 Penalty: 2867.050781
	Iteration 57Q: 3 clusters Score -1709472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1709475.375000 Penalty: 2867.050781
	Iteration 58Q: 3 clusters Score -1709475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1709479.375000 Penalty: 2867.050781
	Iteration 59Q: 3 clusters Score -1709479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1709485.500000 Penalty: 2867.050781
	Iteration 60F: 3 clusters Score -1709486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1709489.500000 Penalty: 2867.050781
	Iteration 61Q: 3 clusters Score -1709490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1709497.875000 Penalty: 2867.050781
	Iteration 62Q: 3 clusters Score -1709498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1709500.625000 Penalty: 2867.050781
	Iteration 63Q: 3 clusters Score -1709501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1709502.250000 Penalty: 2867.050781
	Iteration 64Q: 3 clusters Score -1709502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1709506.625000 Penalty: 2867.050781
	Iteration 65Q: 3 clusters Score -1709507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1709511.000000 Penalty: 2867.050781
	Iteration 66Q: 3 clusters Score -1709511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1709512.875000 Penalty: 2867.050781
	Iteration 67Q: 3 clusters Score -1709513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1709509.250000 Penalty: 2867.050781
	Iteration 68Q: 3 clusters Score -1709509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1709514.250000 Penalty: 2867.050781
	Iteration 69Q: 3 clusters Score -1709514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1709515.625000 Penalty: 2867.050781
	Iteration 70Q: 3 clusters Score -1709516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1709518.250000 Penalty: 2867.050781
	Iteration 71Q: 3 clusters Score -1709518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1709519.375000 Penalty: 2867.050781
	Iteration 72Q: 3 clusters Score -1709519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1709519.375000 Penalty: 2867.050781
	Iteration 73F: 3 clusters Score -1709519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Entering Unmasked Estep 
Score: -2016409.625000 Penalty: 1458.637695
	Iteration 0F: 2 clusters Score -2016410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2004488.500000 Penalty: 2917.275391
	Iteration 0F: 3 clusters Score -2004488 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2008746.125000 Penalty: 2917.275391
	Iteration 1F: 3 clusters Score -2008746 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2009215.625000 Penalty: 2917.275391
	Iteration 2F: 3 clusters Score -2009216 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2009681.375000 Penalty: 2917.275391
	Iteration 3F: 3 clusters Score -2009681 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2010205.750000 Penalty: 2917.275391
	Iteration 4F: 3 clusters Score -2010206 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2010834.875000 Penalty: 2917.275391
	Iteration 5F: 3 clusters Score -2010835 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2011568.125000 Penalty: 2917.275391
	Iteration 6F: 3 clusters Score -2011568 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2012353.250000 Penalty: 2917.275391
	Iteration 7F: 3 clusters Score -2012353 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2013102.625000 Penalty: 2917.275391
	Iteration 8F: 3 clusters Score -2013103 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2013733.000000 Penalty: 2917.275391
	Iteration 9F: 3 clusters Score -2013733 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2014216.875000 Penalty: 2917.275391
	Iteration 10Q: 3 clusters Score -2014217 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2014589.250000 Penalty: 2917.275391
	Iteration 11Q: 3 clusters Score -2014589 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2014862.250000 Penalty: 2917.275391
	Iteration 12Q: 3 clusters Score -2014862 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2015059.375000 Penalty: 2917.275391
	Iteration 13Q: 3 clusters Score -2015059 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2015218.125000 Penalty: 2917.275391
	Iteration 14Q: 3 clusters Score -2015218 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2015348.000000 Penalty: 2917.275391
	Iteration 15Q: 3 clusters Score -2015348 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2015436.750000 Penalty: 2917.275391
	Iteration 16Q: 3 clusters Score -2015437 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2015486.625000 Penalty: 2917.275391
	Iteration 17Q: 3 clusters Score -2015487 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2015528.500000 Penalty: 2917.275391
	Iteration 18Q: 3 clusters Score -2015528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2015563.875000 Penalty: 2917.275391
	Iteration 19Q: 3 clusters Score -2015564 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2015603.125000 Penalty: 2917.275391
	Iteration 20F: 3 clusters Score -2015603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2015627.625000 Penalty: 2917.275391
	Iteration 21Q: 3 clusters Score -2015628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2015653.375000 Penalty: 2917.275391
	Iteration 22Q: 3 clusters Score -2015653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2015671.500000 Penalty: 2917.275391
	Iteration 23Q: 3 clusters Score -2015672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2015687.625000 Penalty: 2917.275391
	Iteration 24Q: 3 clusters Score -2015688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2015698.125000 Penalty: 2917.275391
	Iteration 25Q: 3 clusters Score -2015698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2015698.875000 Penalty: 2917.275391
	Iteration 26Q: 3 clusters Score -2015699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2015705.875000 Penalty: 2917.275391
	Iteration 27Q: 3 clusters Score -2015706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2015712.250000 Penalty: 2917.275391
	Iteration 28Q: 3 clusters Score -2015712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2015711.375000 Penalty: 2917.275391
	Iteration 29Q: 3 clusters Score -2015711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2015719.000000 Penalty: 2917.275391
	Iteration 30Q: 3 clusters Score -2015719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2015725.625000 Penalty: 2917.275391
	Iteration 31Q: 3 clusters Score -2015726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2015724.250000 Penalty: 2917.275391
	Iteration 32Q: 3 clusters Score -2015724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2015733.875000 Penalty: 2917.275391
	Iteration 33Q: 3 clusters Score -2015734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2015736.625000 Penalty: 2917.275391
	Iteration 34Q: 3 clusters Score -2015737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2015742.125000 Penalty: 2917.275391
	Iteration 35Q: 3 clusters Score -2015742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2015744.625000 Penalty: 2917.275391
	Iteration 36Q: 3 clusters Score -2015745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2015752.125000 Penalty: 2917.275391
	Iteration 37Q: 3 clusters Score -2015752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2015755.875000 Penalty: 2917.275391
	Iteration 38Q: 3 clusters Score -2015756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2015759.750000 Penalty: 2917.275391
	Iteration 39Q: 3 clusters Score -2015760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2015762.000000 Penalty: 2917.275391
	Iteration 40F: 3 clusters Score -2015762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2015761.375000 Penalty: 2917.275391
	Iteration 41Q: 3 clusters Score -2015761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2015768.000000 Penalty: 2917.275391
	Iteration 42Q: 3 clusters Score -2015768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2015765.875000 Penalty: 2917.275391
	Iteration 43Q: 3 clusters Score -2015766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2015770.500000 Penalty: 2917.275391
	Iteration 44Q: 3 clusters Score -2015770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2015771.000000 Penalty: 2917.275391
	Iteration 45Q: 3 clusters Score -2015771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2015776.125000 Penalty: 2917.275391
	Iteration 46Q: 3 clusters Score -2015776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2015778.125000 Penalty: 2917.275391
	Iteration 47Q: 3 clusters Score -2015778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2015780.625000 Penalty: 2917.275391
	Iteration 48Q: 3 clusters Score -2015781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2015779.750000 Penalty: 2917.275391
	Iteration 49Q: 3 clusters Score -2015780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2015778.750000 Penalty: 2917.275391
	Iteration 50Q: 3 clusters Score -2015779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2015779.875000 Penalty: 2917.275391
	Iteration 51Q: 3 clusters Score -2015780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2015781.000000 Penalty: 2917.275391
	Iteration 52Q: 3 clusters Score -2015781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2015782.125000 Penalty: 2917.275391
	Iteration 53Q: 3 clusters Score -2015782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2015784.250000 Penalty: 2917.275391
	Iteration 54Q: 3 clusters Score -2015784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2015781.375000 Penalty: 2917.275391
	Iteration 55Q: 3 clusters Score -2015781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2015781.375000 Penalty: 2917.275391
	Iteration 56F: 3 clusters Score -2015781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Entering Unmasked Estep 
Score: -5718396.500000 Penalty: 1617.670410
	Iteration 0F: 2 clusters Score -5718396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -5684217.500000 Penalty: 3235.340820
	Iteration 0F: 3 clusters Score -5684218 nChanged 24153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -5697991.500000 Penalty: 3235.340820
	Iteration 1F: 3 clusters Score -5697992 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -5698749.000000 Penalty: 3235.340820
	Iteration 2Q: 3 clusters Score -5698749 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -5699593.000000 Penalty: 3235.340820
	Iteration 3Q: 3 clusters Score -5699593 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -5700469.000000 Penalty: 3235.340820
	Iteration 4Q: 3 clusters Score -5700469 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -5701557.500000 Penalty: 3235.340820
	Iteration 5Q: 3 clusters Score -5701558 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5702753.000000 Penalty: 3235.340820
	Iteration 6F: 3 clusters Score -5702753 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -5704275.000000 Penalty: 3235.340820
	Iteration 7F: 3 clusters Score -5704275 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -5706238.500000 Penalty: 3235.340820
	Iteration 8F: 3 clusters Score -5706238 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -5708507.000000 Penalty: 3235.340820
	Iteration 9F: 3 clusters Score -5708507 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -5710957.000000 Penalty: 3235.340820
	Iteration 10F: 3 clusters Score -5710957 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5713109.000000 Penalty: 3235.340820
	Iteration 11F: 3 clusters Score -5713109 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -5714737.500000 Penalty: 3235.340820
	Iteration 12Q: 3 clusters Score -5714738 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5715831.000000 Penalty: 3235.340820
	Iteration 13Q: 3 clusters Score -5715831 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5716480.000000 Penalty: 3235.340820
	Iteration 14Q: 3 clusters Score -5716480 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5716846.500000 Penalty: 3235.340820
	Iteration 15Q: 3 clusters Score -5716846 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5717033.000000 Penalty: 3235.340820
	Iteration 16Q: 3 clusters Score -5717033 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5717108.000000 Penalty: 3235.340820
	Iteration 17Q: 3 clusters Score -5717108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5717152.000000 Penalty: 3235.340820
	Iteration 18Q: 3 clusters Score -5717152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5717211.000000 Penalty: 3235.340820
	Iteration 19Q: 3 clusters Score -5717211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5717244.000000 Penalty: 3235.340820
	Iteration 20F: 3 clusters Score -5717244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5717264.500000 Penalty: 3235.340820
	Iteration 21Q: 3 clusters Score -5717264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5717278.000000 Penalty: 3235.340820
	Iteration 22Q: 3 clusters Score -5717278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5717283.000000 Penalty: 3235.340820
	Iteration 23Q: 3 clusters Score -5717283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5717286.500000 Penalty: 3235.340820
	Iteration 24Q: 3 clusters Score -5717286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5717298.500000 Penalty: 3235.340820
	Iteration 25Q: 3 clusters Score -5717298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5717314.000000 Penalty: 3235.340820
	Iteration 26Q: 3 clusters Score -5717314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5717324.500000 Penalty: 3235.340820
	Iteration 27Q: 3 clusters Score -5717324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5717337.500000 Penalty: 3235.340820
	Iteration 28Q: 3 clusters Score -5717338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5717339.000000 Penalty: 3235.340820
	Iteration 29Q: 3 clusters Score -5717339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5717340.500000 Penalty: 3235.340820
	Iteration 30Q: 3 clusters Score -5717340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5717339.500000 Penalty: 3235.340820
	Iteration 31Q: 3 clusters Score -5717340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5717342.000000 Penalty: 3235.340820
	Iteration 32Q: 3 clusters Score -5717342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5717342.000000 Penalty: 3235.340820
	Iteration 33F: 3 clusters Score -5717342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Entering Unmasked Estep 
Score: -2309299.750000 Penalty: 1493.429443
	Iteration 0F: 2 clusters Score -2309300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2294369.000000 Penalty: 2986.858887
	Iteration 0F: 3 clusters Score -2294369 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2299663.750000 Penalty: 2986.858887
	Iteration 1F: 3 clusters Score -2299664 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2300073.000000 Penalty: 2986.858887
	Iteration 2F: 3 clusters Score -2300073 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2300437.000000 Penalty: 2986.858887
	Iteration 3Q: 3 clusters Score -2300437 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2300757.750000 Penalty: 2986.858887
	Iteration 4Q: 3 clusters Score -2300758 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2301097.750000 Penalty: 2986.858887
	Iteration 5Q: 3 clusters Score -2301098 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2301558.500000 Penalty: 2986.858887
	Iteration 6Q: 3 clusters Score -2301558 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2302178.750000 Penalty: 2986.858887
	Iteration 7Q: 3 clusters Score -2302179 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2303027.500000 Penalty: 2986.858887
	Iteration 8F: 3 clusters Score -2303028 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2304112.000000 Penalty: 2986.858887
	Iteration 9F: 3 clusters Score -2304112 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2305350.500000 Penalty: 2986.858887
	Iteration 10F: 3 clusters Score -2305350 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2306507.000000 Penalty: 2986.858887
	Iteration 11F: 3 clusters Score -2306507 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2307306.500000 Penalty: 2986.858887
	Iteration 12Q: 3 clusters Score -2307306 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2307766.000000 Penalty: 2986.858887
	Iteration 13Q: 3 clusters Score -2307766 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2308035.250000 Penalty: 2986.858887
	Iteration 14Q: 3 clusters Score -2308035 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2308172.000000 Penalty: 2986.858887
	Iteration 15Q: 3 clusters Score -2308172 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2308261.750000 Penalty: 2986.858887
	Iteration 16Q: 3 clusters Score -2308262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2308313.500000 Penalty: 2986.858887
	Iteration 17Q: 3 clusters Score -2308314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2308350.250000 Penalty: 2986.858887
	Iteration 18Q: 3 clusters Score -2308350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2308373.500000 Penalty: 2986.858887
	Iteration 19Q: 3 clusters Score -2308374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2308389.250000 Penalty: 2986.858887
	Iteration 20F: 3 clusters Score -2308389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2308404.500000 Penalty: 2986.858887
	Iteration 21Q: 3 clusters Score -2308404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2308413.000000 Penalty: 2986.858887
	Iteration 22Q: 3 clusters Score -2308413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2308430.000000 Penalty: 2986.858887
	Iteration 23Q: 3 clusters Score -2308430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2308446.250000 Penalty: 2986.858887
	Iteration 24Q: 3 clusters Score -2308446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2308457.000000 Penalty: 2986.858887
	Iteration 25Q: 3 clusters Score -2308457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2308460.750000 Penalty: 2986.858887
	Iteration 26Q: 3 clusters Score -2308461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2308466.250000 Penalty: 2986.858887
	Iteration 27Q: 3 clusters Score -2308466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2308469.000000 Penalty: 2986.858887
	Iteration 28Q: 3 clusters Score -2308469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2308473.250000 Penalty: 2986.858887
	Iteration 29Q: 3 clusters Score -2308473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2308473.250000 Penalty: 2986.858887
	Iteration 30Q: 3 clusters Score -2308473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2308474.250000 Penalty: 2986.858887
	Iteration 31Q: 3 clusters Score -2308474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2308474.250000 Penalty: 2986.858887
	Iteration 32F: 3 clusters Score -2308474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Entering Unmasked Estep 
Score: -4451233.500000 Penalty: 1576.890869
	Iteration 0F: 2 clusters Score -4451234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4425095.000000 Penalty: 3153.781738
	Iteration 0F: 3 clusters Score -4425095 nChanged 18373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -4435143.000000 Penalty: 3153.781738
	Iteration 1F: 3 clusters Score -4435143 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4435657.000000 Penalty: 3153.781738
	Iteration 2Q: 3 clusters Score -4435657 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4436138.000000 Penalty: 3153.781738
	Iteration 3Q: 3 clusters Score -4436138 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4436690.500000 Penalty: 3153.781738
	Iteration 4Q: 3 clusters Score -4436690 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4437321.500000 Penalty: 3153.781738
	Iteration 5Q: 3 clusters Score -4437322 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -4437994.500000 Penalty: 3153.781738
	Iteration 6Q: 3 clusters Score -4437994 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4438766.500000 Penalty: 3153.781738
	Iteration 7Q: 3 clusters Score -4438766 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -4439695.000000 Penalty: 3153.781738
	Iteration 8F: 3 clusters Score -4439695 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -4440834.500000 Penalty: 3153.781738
	Iteration 9F: 3 clusters Score -4440834 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4442051.000000 Penalty: 3153.781738
	Iteration 10F: 3 clusters Score -4442051 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4443381.500000 Penalty: 3153.781738
	Iteration 11F: 3 clusters Score -4443382 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -4444741.000000 Penalty: 3153.781738
	Iteration 12F: 3 clusters Score -4444741 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4445998.500000 Penalty: 3153.781738
	Iteration 13Q: 3 clusters Score -4445998 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4447174.000000 Penalty: 3153.781738
	Iteration 14Q: 3 clusters Score -4447174 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4448051.000000 Penalty: 3153.781738
	Iteration 15Q: 3 clusters Score -4448051 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4448770.500000 Penalty: 3153.781738
	Iteration 16Q: 3 clusters Score -4448770 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4449242.000000 Penalty: 3153.781738
	Iteration 17Q: 3 clusters Score -4449242 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4449531.000000 Penalty: 3153.781738
	Iteration 18Q: 3 clusters Score -4449531 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4449709.500000 Penalty: 3153.781738
	Iteration 19Q: 3 clusters Score -4449710 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4449775.000000 Penalty: 3153.781738
	Iteration 20F: 3 clusters Score -4449775 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4449840.000000 Penalty: 3153.781738
	Iteration 21Q: 3 clusters Score -4449840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4449888.000000 Penalty: 3153.781738
	Iteration 22Q: 3 clusters Score -4449888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4449916.500000 Penalty: 3153.781738
	Iteration 23Q: 3 clusters Score -4449916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4449930.000000 Penalty: 3153.781738
	Iteration 24Q: 3 clusters Score -4449930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4449942.500000 Penalty: 3153.781738
	Iteration 25Q: 3 clusters Score -4449942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4449957.000000 Penalty: 3153.781738
	Iteration 26Q: 3 clusters Score -4449957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4449976.500000 Penalty: 3153.781738
	Iteration 27Q: 3 clusters Score -4449976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4449988.500000 Penalty: 3153.781738
	Iteration 28Q: 3 clusters Score -4449988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4449996.000000 Penalty: 3153.781738
	Iteration 29Q: 3 clusters Score -4449996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4450006.000000 Penalty: 3153.781738
	Iteration 30Q: 3 clusters Score -4450006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4450013.500000 Penalty: 3153.781738
	Iteration 31Q: 3 clusters Score -4450014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4450011.500000 Penalty: 3153.781738
	Iteration 32Q: 3 clusters Score -4450012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4450025.000000 Penalty: 3153.781738
	Iteration 33Q: 3 clusters Score -4450025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4450025.000000 Penalty: 3153.781738
	Iteration 34F: 3 clusters Score -4450025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -193313.890625 Penalty: 1126.864990
	Iteration 0F: 2 clusters Score -193313.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -191483.781250 Penalty: 2253.729980
	Iteration 0F: 3 clusters Score -191483.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -191987.015625 Penalty: 2253.729980
	Iteration 1F: 3 clusters Score -191987 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -192153.046875 Penalty: 2253.729980
	Iteration 2F: 3 clusters Score -192153 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -192247.375000 Penalty: 2253.729980
	Iteration 3Q: 3 clusters Score -192247.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -192335.343750 Penalty: 2253.729980
	Iteration 4Q: 3 clusters Score -192335.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -192399.265625 Penalty: 2253.729980
	Iteration 5Q: 3 clusters Score -192399.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -192442.296875 Penalty: 2253.729980
	Iteration 6Q: 3 clusters Score -192442.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -192475.453125 Penalty: 2253.729980
	Iteration 7Q: 3 clusters Score -192475.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -192492.343750 Penalty: 2253.729980
	Iteration 8Q: 3 clusters Score -192492.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -192502.296875 Penalty: 2253.729980
	Iteration 9Q: 3 clusters Score -192502.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -192509.562500 Penalty: 2253.729980
	Iteration 10Q: 3 clusters Score -192509.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -192516.671875 Penalty: 2253.729980
	Iteration 11Q: 3 clusters Score -192516.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -192525.859375 Penalty: 2253.729980
	Iteration 12Q: 3 clusters Score -192525.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -192542.765625 Penalty: 2253.729980
	Iteration 13Q: 3 clusters Score -192542.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -192550.859375 Penalty: 2253.729980
	Iteration 14Q: 3 clusters Score -192550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -192554.890625 Penalty: 2253.729980
	Iteration 15Q: 3 clusters Score -192554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -192557.875000 Penalty: 2253.729980
	Iteration 16Q: 3 clusters Score -192557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -192559.828125 Penalty: 2253.729980
	Iteration 17Q: 3 clusters Score -192559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -192560.421875 Penalty: 2253.729980
	Iteration 18Q: 3 clusters Score -192560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -192561.484375 Penalty: 2253.729980
	Iteration 19Q: 3 clusters Score -192561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -192562.859375 Penalty: 2253.729980
	Iteration 20F: 3 clusters Score -192562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -192563.375000 Penalty: 2253.729980
	Iteration 21Q: 3 clusters Score -192563.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -192563.375000 Penalty: 2253.729980
	Iteration 22F: 3 clusters Score -192563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Entering Unmasked Estep 
Score: -766743.562500 Penalty: 1304.439575
	Iteration 0F: 2 clusters Score -766743.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -762198.125000 Penalty: 2608.879150
	Iteration 0F: 3 clusters Score -762198.1 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -763523.062500 Penalty: 2608.879150
	Iteration 1F: 3 clusters Score -763523.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -763737.250000 Penalty: 2608.879150
	Iteration 2F: 3 clusters Score -763737.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -763870.250000 Penalty: 2608.879150
	Iteration 3Q: 3 clusters Score -763870.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -763947.312500 Penalty: 2608.879150
	Iteration 4Q: 3 clusters Score -763947.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -764003.687500 Penalty: 2608.879150
	Iteration 5Q: 3 clusters Score -764003.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -764045.500000 Penalty: 2608.879150
	Iteration 6Q: 3 clusters Score -764045.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -764079.687500 Penalty: 2608.879150
	Iteration 7Q: 3 clusters Score -764079.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -764104.000000 Penalty: 2608.879150
	Iteration 8Q: 3 clusters Score -764104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -764123.562500 Penalty: 2608.879150
	Iteration 9Q: 3 clusters Score -764123.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -764140.500000 Penalty: 2608.879150
	Iteration 10Q: 3 clusters Score -764140.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -764156.000000 Penalty: 2608.879150
	Iteration 11Q: 3 clusters Score -764156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -764172.062500 Penalty: 2608.879150
	Iteration 12Q: 3 clusters Score -764172.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -764185.937500 Penalty: 2608.879150
	Iteration 13Q: 3 clusters Score -764185.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -764190.937500 Penalty: 2608.879150
	Iteration 14Q: 3 clusters Score -764190.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -764201.187500 Penalty: 2608.879150
	Iteration 15Q: 3 clusters Score -764201.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -764207.687500 Penalty: 2608.879150
	Iteration 16Q: 3 clusters Score -764207.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -764212.812500 Penalty: 2608.879150
	Iteration 17Q: 3 clusters Score -764212.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -764222.375000 Penalty: 2608.879150
	Iteration 18Q: 3 clusters Score -764222.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -764227.937500 Penalty: 2608.879150
	Iteration 19Q: 3 clusters Score -764227.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -764234.062500 Penalty: 2608.879150
	Iteration 20F: 3 clusters Score -764234.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -764241.625000 Penalty: 2608.879150
	Iteration 21Q: 3 clusters Score -764241.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -764247.062500 Penalty: 2608.879150
	Iteration 22Q: 3 clusters Score -764247.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -764257.375000 Penalty: 2608.879150
	Iteration 23Q: 3 clusters Score -764257.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -764267.687500 Penalty: 2608.879150
	Iteration 24Q: 3 clusters Score -764267.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -764277.437500 Penalty: 2608.879150
	Iteration 25Q: 3 clusters Score -764277.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -764287.187500 Penalty: 2608.879150
	Iteration 26Q: 3 clusters Score -764287.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -764298.187500 Penalty: 2608.879150
	Iteration 27Q: 3 clusters Score -764298.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -764308.812500 Penalty: 2608.879150
	Iteration 28Q: 3 clusters Score -764308.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -764324.187500 Penalty: 2608.879150
	Iteration 29Q: 3 clusters Score -764324.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -764338.500000 Penalty: 2608.879150
	Iteration 30Q: 3 clusters Score -764338.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -764349.312500 Penalty: 2608.879150
	Iteration 31Q: 3 clusters Score -764349.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -764366.250000 Penalty: 2608.879150
	Iteration 32Q: 3 clusters Score -764366.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -764381.500000 Penalty: 2608.879150
	Iteration 33Q: 3 clusters Score -764381.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -764396.125000 Penalty: 2608.879150
	Iteration 34Q: 3 clusters Score -764396.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -764411.750000 Penalty: 2608.879150
	Iteration 35Q: 3 clusters Score -764411.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -764430.250000 Penalty: 2608.879150
	Iteration 36Q: 3 clusters Score -764430.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -764455.187500 Penalty: 2608.879150
	Iteration 37Q: 3 clusters Score -764455.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -764477.250000 Penalty: 2608.879150
	Iteration 38Q: 3 clusters Score -764477.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -764498.187500 Penalty: 2608.879150
	Iteration 39Q: 3 clusters Score -764498.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -764523.687500 Penalty: 2608.879150
	Iteration 40F: 3 clusters Score -764523.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -764541.437500 Penalty: 2608.879150
	Iteration 41Q: 3 clusters Score -764541.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -764564.062500 Penalty: 2608.879150
	Iteration 42Q: 3 clusters Score -764564.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -764584.000000 Penalty: 2608.879150
	Iteration 43Q: 3 clusters Score -764584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -764610.812500 Penalty: 2608.879150
	Iteration 44Q: 3 clusters Score -764610.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -764642.250000 Penalty: 2608.879150
	Iteration 45Q: 3 clusters Score -764642.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -764679.250000 Penalty: 2608.879150
	Iteration 46Q: 3 clusters Score -764679.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -764720.562500 Penalty: 2608.879150
	Iteration 47Q: 3 clusters Score -764720.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -764773.625000 Penalty: 2608.879150
	Iteration 48Q: 3 clusters Score -764773.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -764834.187500 Penalty: 2608.879150
	Iteration 49Q: 3 clusters Score -764834.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -764909.687500 Penalty: 2608.879150
	Iteration 50Q: 3 clusters Score -764909.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -764977.812500 Penalty: 2608.879150
	Iteration 51Q: 3 clusters Score -764977.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -765033.500000 Penalty: 2608.879150
	Iteration 52Q: 3 clusters Score -765033.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -765098.687500 Penalty: 2608.879150
	Iteration 53Q: 3 clusters Score -765098.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -765168.437500 Penalty: 2608.879150
	Iteration 54Q: 3 clusters Score -765168.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -765229.375000 Penalty: 2608.879150
	Iteration 55Q: 3 clusters Score -765229.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -765280.875000 Penalty: 2608.879150
	Iteration 56Q: 3 clusters Score -765280.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -765338.312500 Penalty: 2608.879150
	Iteration 57Q: 3 clusters Score -765338.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -765391.875000 Penalty: 2608.879150
	Iteration 58Q: 3 clusters Score -765391.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -765432.875000 Penalty: 2608.879150
	Iteration 59Q: 3 clusters Score -765432.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -765472.500000 Penalty: 2608.879150
	Iteration 60F: 3 clusters Score -765472.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -765509.750000 Penalty: 2608.879150
	Iteration 61Q: 3 clusters Score -765509.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -765543.250000 Penalty: 2608.879150
	Iteration 62Q: 3 clusters Score -765543.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -765567.875000 Penalty: 2608.879150
	Iteration 63Q: 3 clusters Score -765567.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -765590.562500 Penalty: 2608.879150
	Iteration 64Q: 3 clusters Score -765590.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -765602.250000 Penalty: 2608.879150
	Iteration 65Q: 3 clusters Score -765602.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -765608.937500 Penalty: 2608.879150
	Iteration 66Q: 3 clusters Score -765608.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -765613.812500 Penalty: 2608.879150
	Iteration 67Q: 3 clusters Score -765613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -765618.812500 Penalty: 2608.879150
	Iteration 68Q: 3 clusters Score -765618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -765628.500000 Penalty: 2608.879150
	Iteration 69Q: 3 clusters Score -765628.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -765633.062500 Penalty: 2608.879150
	Iteration 70Q: 3 clusters Score -765633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -765641.312500 Penalty: 2608.879150
	Iteration 71Q: 3 clusters Score -765641.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -765649.437500 Penalty: 2608.879150
	Iteration 72Q: 3 clusters Score -765649.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -765661.000000 Penalty: 2608.879150
	Iteration 73Q: 3 clusters Score -765661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -765671.687500 Penalty: 2608.879150
	Iteration 74Q: 3 clusters Score -765671.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -765675.937500 Penalty: 2608.879150
	Iteration 75Q: 3 clusters Score -765675.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -765684.562500 Penalty: 2608.879150
	Iteration 76Q: 3 clusters Score -765684.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -765691.687500 Penalty: 2608.879150
	Iteration 77Q: 3 clusters Score -765691.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -765702.500000 Penalty: 2608.879150
	Iteration 78Q: 3 clusters Score -765702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -765708.812500 Penalty: 2608.879150
	Iteration 79Q: 3 clusters Score -765708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -765713.000000 Penalty: 2608.879150
	Iteration 80F: 3 clusters Score -765713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -765714.062500 Penalty: 2608.879150
	Iteration 81Q: 3 clusters Score -765714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -765714.062500 Penalty: 2608.879150
	Iteration 82F: 3 clusters Score -765714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Entering Unmasked Estep 
Score: -227321.109375 Penalty: 1143.359009
	Iteration 0F: 2 clusters Score -227321.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -225312.718750 Penalty: 2286.718018
	Iteration 0F: 3 clusters Score -225312.7 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -225806.875000 Penalty: 2286.718018
	Iteration 1F: 3 clusters Score -225806.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -225934.718750 Penalty: 2286.718018
	Iteration 2F: 3 clusters Score -225934.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -225996.859375 Penalty: 2286.718018
	Iteration 3Q: 3 clusters Score -225996.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -226032.625000 Penalty: 2286.718018
	Iteration 4Q: 3 clusters Score -226032.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -226056.031250 Penalty: 2286.718018
	Iteration 5Q: 3 clusters Score -226056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -226082.000000 Penalty: 2286.718018
	Iteration 6Q: 3 clusters Score -226082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -226102.859375 Penalty: 2286.718018
	Iteration 7Q: 3 clusters Score -226102.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -226119.484375 Penalty: 2286.718018
	Iteration 8Q: 3 clusters Score -226119.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -226129.375000 Penalty: 2286.718018
	Iteration 9Q: 3 clusters Score -226129.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -226137.968750 Penalty: 2286.718018
	Iteration 10Q: 3 clusters Score -226138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -226146.250000 Penalty: 2286.718018
	Iteration 11Q: 3 clusters Score -226146.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -226153.328125 Penalty: 2286.718018
	Iteration 12Q: 3 clusters Score -226153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -226156.921875 Penalty: 2286.718018
	Iteration 13Q: 3 clusters Score -226156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -226159.343750 Penalty: 2286.718018
	Iteration 14Q: 3 clusters Score -226159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -226164.593750 Penalty: 2286.718018
	Iteration 15Q: 3 clusters Score -226164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -226170.515625 Penalty: 2286.718018
	Iteration 16Q: 3 clusters Score -226170.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -226177.250000 Penalty: 2286.718018
	Iteration 17Q: 3 clusters Score -226177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -226182.734375 Penalty: 2286.718018
	Iteration 18Q: 3 clusters Score -226182.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -226187.187500 Penalty: 2286.718018
	Iteration 19Q: 3 clusters Score -226187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -226189.953125 Penalty: 2286.718018
	Iteration 20F: 3 clusters Score -226190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -226190.812500 Penalty: 2286.718018
	Iteration 21Q: 3 clusters Score -226190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226192.421875 Penalty: 2286.718018
	Iteration 22Q: 3 clusters Score -226192.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -226193.484375 Penalty: 2286.718018
	Iteration 23Q: 3 clusters Score -226193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -226194.140625 Penalty: 2286.718018
	Iteration 24Q: 3 clusters Score -226194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226194.765625 Penalty: 2286.718018
	Iteration 25Q: 3 clusters Score -226194.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226194.765625 Penalty: 2286.718018
	Iteration 26F: 3 clusters Score -226194.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -197974.734375 Penalty: 1118.526245
	Iteration 0F: 2 clusters Score -197974.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -196222.250000 Penalty: 2237.052490
	Iteration 0F: 3 clusters Score -196222.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196650.125000 Penalty: 2237.052490
	Iteration 1F: 3 clusters Score -196650.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -196770.031250 Penalty: 2237.052490
	Iteration 2F: 3 clusters Score -196770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196816.671875 Penalty: 2237.052490
	Iteration 3Q: 3 clusters Score -196816.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -196842.000000 Penalty: 2237.052490
	Iteration 4Q: 3 clusters Score -196842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -196861.843750 Penalty: 2237.052490
	Iteration 5Q: 3 clusters Score -196861.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -196877.703125 Penalty: 2237.052490
	Iteration 6Q: 3 clusters Score -196877.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196889.281250 Penalty: 2237.052490
	Iteration 7Q: 3 clusters Score -196889.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -196901.718750 Penalty: 2237.052490
	Iteration 8Q: 3 clusters Score -196901.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -196907.046875 Penalty: 2237.052490
	Iteration 9Q: 3 clusters Score -196907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196913.187500 Penalty: 2237.052490
	Iteration 10Q: 3 clusters Score -196913.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -196915.812500 Penalty: 2237.052490
	Iteration 11Q: 3 clusters Score -196915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -196918.656250 Penalty: 2237.052490
	Iteration 12Q: 3 clusters Score -196918.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -196923.468750 Penalty: 2237.052490
	Iteration 13Q: 3 clusters Score -196923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -196926.312500 Penalty: 2237.052490
	Iteration 14Q: 3 clusters Score -196926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -196927.453125 Penalty: 2237.052490
	Iteration 15Q: 3 clusters Score -196927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -196928.687500 Penalty: 2237.052490
	Iteration 16Q: 3 clusters Score -196928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -196929.968750 Penalty: 2237.052490
	Iteration 17Q: 3 clusters Score -196930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -196931.046875 Penalty: 2237.052490
	Iteration 18Q: 3 clusters Score -196931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -196931.484375 Penalty: 2237.052490
	Iteration 19Q: 3 clusters Score -196931.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -196931.484375 Penalty: 2237.052490
	Iteration 20F: 3 clusters Score -196931.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Entering Unmasked Estep 
Score: -3860717.750000 Penalty: 1555.611816
	Iteration 0F: 2 clusters Score -3860718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3838211.250000 Penalty: 3111.223633
	Iteration 0F: 3 clusters Score -3838211 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3847032.000000 Penalty: 3111.223633
	Iteration 1F: 3 clusters Score -3847032 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3847670.000000 Penalty: 3111.223633
	Iteration 2F: 3 clusters Score -3847670 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3848272.750000 Penalty: 3111.223633
	Iteration 3Q: 3 clusters Score -3848273 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3848890.500000 Penalty: 3111.223633
	Iteration 4Q: 3 clusters Score -3848890 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3849504.750000 Penalty: 3111.223633
	Iteration 5Q: 3 clusters Score -3849505 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3850287.250000 Penalty: 3111.223633
	Iteration 6Q: 3 clusters Score -3850287 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3851107.750000 Penalty: 3111.223633
	Iteration 7F: 3 clusters Score -3851108 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3851927.250000 Penalty: 3111.223633
	Iteration 8Q: 3 clusters Score -3851927 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -3852648.500000 Penalty: 3111.223633
	Iteration 9Q: 3 clusters Score -3852648 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3853317.500000 Penalty: 3111.223633
	Iteration 10Q: 3 clusters Score -3853318 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3853916.000000 Penalty: 3111.223633
	Iteration 11Q: 3 clusters Score -3853916 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3854396.250000 Penalty: 3111.223633
	Iteration 12Q: 3 clusters Score -3854396 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3854832.500000 Penalty: 3111.223633
	Iteration 13Q: 3 clusters Score -3854832 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3855313.750000 Penalty: 3111.223633
	Iteration 14Q: 3 clusters Score -3855314 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3855841.000000 Penalty: 3111.223633
	Iteration 15Q: 3 clusters Score -3855841 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3856364.250000 Penalty: 3111.223633
	Iteration 16Q: 3 clusters Score -3856364 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3856907.750000 Penalty: 3111.223633
	Iteration 17Q: 3 clusters Score -3856908 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3857481.250000 Penalty: 3111.223633
	Iteration 18Q: 3 clusters Score -3857481 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3857948.750000 Penalty: 3111.223633
	Iteration 19Q: 3 clusters Score -3857949 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3858401.000000 Penalty: 3111.223633
	Iteration 20F: 3 clusters Score -3858401 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3858738.250000 Penalty: 3111.223633
	Iteration 21Q: 3 clusters Score -3858738 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3858938.750000 Penalty: 3111.223633
	Iteration 22Q: 3 clusters Score -3858939 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3859092.500000 Penalty: 3111.223633
	Iteration 23Q: 3 clusters Score -3859092 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3859199.500000 Penalty: 3111.223633
	Iteration 24Q: 3 clusters Score -3859200 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3859266.250000 Penalty: 3111.223633
	Iteration 25Q: 3 clusters Score -3859266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3859314.250000 Penalty: 3111.223633
	Iteration 26Q: 3 clusters Score -3859314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3859354.500000 Penalty: 3111.223633
	Iteration 27Q: 3 clusters Score -3859354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3859389.750000 Penalty: 3111.223633
	Iteration 28Q: 3 clusters Score -3859390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3859416.750000 Penalty: 3111.223633
	Iteration 29Q: 3 clusters Score -3859417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3859444.750000 Penalty: 3111.223633
	Iteration 30Q: 3 clusters Score -3859445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3859450.500000 Penalty: 3111.223633
	Iteration 31Q: 3 clusters Score -3859450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3859465.250000 Penalty: 3111.223633
	Iteration 32Q: 3 clusters Score -3859465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3859472.000000 Penalty: 3111.223633
	Iteration 33Q: 3 clusters Score -3859472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3859498.000000 Penalty: 3111.223633
	Iteration 34Q: 3 clusters Score -3859498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3859502.250000 Penalty: 3111.223633
	Iteration 35Q: 3 clusters Score -3859502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3859511.750000 Penalty: 3111.223633
	Iteration 36Q: 3 clusters Score -3859512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3859521.750000 Penalty: 3111.223633
	Iteration 37Q: 3 clusters Score -3859522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3859523.250000 Penalty: 3111.223633
	Iteration 38Q: 3 clusters Score -3859523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3859527.750000 Penalty: 3111.223633
	Iteration 39Q: 3 clusters Score -3859528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3859529.500000 Penalty: 3111.223633
	Iteration 40F: 3 clusters Score -3859530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3859537.250000 Penalty: 3111.223633
	Iteration 41Q: 3 clusters Score -3859537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3859534.250000 Penalty: 3111.223633
	Iteration 42Q: 3 clusters Score -3859534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3859538.250000 Penalty: 3111.223633
	Iteration 43Q: 3 clusters Score -3859538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3859540.000000 Penalty: 3111.223633
	Iteration 44Q: 3 clusters Score -3859540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3859540.000000 Penalty: 3111.223633
	Iteration 45F: 3 clusters Score -3859540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Entering Unmasked Estep 
Score: -3489344.750000 Penalty: 1540.976807
	Iteration 0F: 2 clusters Score -3489345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3468692.000000 Penalty: 3081.953613
	Iteration 0F: 3 clusters Score -3468692 nChanged 14222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3476421.500000 Penalty: 3081.953613
	Iteration 1F: 3 clusters Score -3476422 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3476992.500000 Penalty: 3081.953613
	Iteration 2Q: 3 clusters Score -3476992 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3477693.000000 Penalty: 3081.953613
	Iteration 3Q: 3 clusters Score -3477693 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3478596.500000 Penalty: 3081.953613
	Iteration 4F: 3 clusters Score -3478596 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3479707.750000 Penalty: 3081.953613
	Iteration 5F: 3 clusters Score -3479708 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3481011.500000 Penalty: 3081.953613
	Iteration 6F: 3 clusters Score -3481012 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3482316.250000 Penalty: 3081.953613
	Iteration 7F: 3 clusters Score -3482316 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3483452.250000 Penalty: 3081.953613
	Iteration 8F: 3 clusters Score -3483452 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3484325.500000 Penalty: 3081.953613
	Iteration 9Q: 3 clusters Score -3484326 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3484859.000000 Penalty: 3081.953613
	Iteration 10Q: 3 clusters Score -3484859 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3485261.500000 Penalty: 3081.953613
	Iteration 11Q: 3 clusters Score -3485262 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3485609.750000 Penalty: 3081.953613
	Iteration 12Q: 3 clusters Score -3485610 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3485860.000000 Penalty: 3081.953613
	Iteration 13Q: 3 clusters Score -3485860 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3486016.500000 Penalty: 3081.953613
	Iteration 14Q: 3 clusters Score -3486016 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3486125.000000 Penalty: 3081.953613
	Iteration 15Q: 3 clusters Score -3486125 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3486203.000000 Penalty: 3081.953613
	Iteration 16Q: 3 clusters Score -3486203 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3486255.250000 Penalty: 3081.953613
	Iteration 17Q: 3 clusters Score -3486255 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -3486307.750000 Penalty: 3081.953613
	Iteration 18Q: 3 clusters Score -3486308 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3486334.000000 Penalty: 3081.953613
	Iteration 19Q: 3 clusters Score -3486334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3486344.000000 Penalty: 3081.953613
	Iteration 20F: 3 clusters Score -3486344 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3486368.250000 Penalty: 3081.953613
	Iteration 21Q: 3 clusters Score -3486368 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3486375.250000 Penalty: 3081.953613
	Iteration 22Q: 3 clusters Score -3486375 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3486379.750000 Penalty: 3081.953613
	Iteration 23Q: 3 clusters Score -3486380 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3486412.750000 Penalty: 3081.953613
	Iteration 24Q: 3 clusters Score -3486413 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3486427.750000 Penalty: 3081.953613
	Iteration 25Q: 3 clusters Score -3486428 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3486437.250000 Penalty: 3081.953613
	Iteration 26Q: 3 clusters Score -3486437 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3486464.250000 Penalty: 3081.953613
	Iteration 27Q: 3 clusters Score -3486464 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3486475.500000 Penalty: 3081.953613
	Iteration 28Q: 3 clusters Score -3486476 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3486516.500000 Penalty: 3081.953613
	Iteration 29Q: 3 clusters Score -3486516 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3486542.250000 Penalty: 3081.953613
	Iteration 30Q: 3 clusters Score -3486542 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3486570.000000 Penalty: 3081.953613
	Iteration 31Q: 3 clusters Score -3486570 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3486595.500000 Penalty: 3081.953613
	Iteration 32Q: 3 clusters Score -3486596 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -3486616.000000 Penalty: 3081.953613
	Iteration 33Q: 3 clusters Score -3486616 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3486656.000000 Penalty: 3081.953613
	Iteration 34Q: 3 clusters Score -3486656 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3486707.500000 Penalty: 3081.953613
	Iteration 35Q: 3 clusters Score -3486708 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3486764.750000 Penalty: 3081.953613
	Iteration 36Q: 3 clusters Score -3486765 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3486814.000000 Penalty: 3081.953613
	Iteration 37Q: 3 clusters Score -3486814 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3486895.000000 Penalty: 3081.953613
	Iteration 38Q: 3 clusters Score -3486895 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3487000.750000 Penalty: 3081.953613
	Iteration 39Q: 3 clusters Score -3487001 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3487090.250000 Penalty: 3081.953613
	Iteration 40F: 3 clusters Score -3487090 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3487223.250000 Penalty: 3081.953613
	Iteration 41Q: 3 clusters Score -3487223 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3487347.250000 Penalty: 3081.953613
	Iteration 42Q: 3 clusters Score -3487347 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3487472.500000 Penalty: 3081.953613
	Iteration 43Q: 3 clusters Score -3487472 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3487623.750000 Penalty: 3081.953613
	Iteration 44Q: 3 clusters Score -3487624 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3487751.000000 Penalty: 3081.953613
	Iteration 45Q: 3 clusters Score -3487751 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3487876.000000 Penalty: 3081.953613
	Iteration 46Q: 3 clusters Score -3487876 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3487990.250000 Penalty: 3081.953613
	Iteration 47Q: 3 clusters Score -3487990 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3488101.250000 Penalty: 3081.953613
	Iteration 48Q: 3 clusters Score -3488101 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3488216.250000 Penalty: 3081.953613
	Iteration 49Q: 3 clusters Score -3488216 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3488284.750000 Penalty: 3081.953613
	Iteration 50Q: 3 clusters Score -3488285 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3488350.500000 Penalty: 3081.953613
	Iteration 51Q: 3 clusters Score -3488350 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3488423.250000 Penalty: 3081.953613
	Iteration 52Q: 3 clusters Score -3488423 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3488482.250000 Penalty: 3081.953613
	Iteration 53Q: 3 clusters Score -3488482 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3488523.500000 Penalty: 3081.953613
	Iteration 54Q: 3 clusters Score -3488524 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3488559.250000 Penalty: 3081.953613
	Iteration 55Q: 3 clusters Score -3488559 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3488592.750000 Penalty: 3081.953613
	Iteration 56Q: 3 clusters Score -3488593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3488607.000000 Penalty: 3081.953613
	Iteration 57Q: 3 clusters Score -3488607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3488620.750000 Penalty: 3081.953613
	Iteration 58Q: 3 clusters Score -3488621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3488640.000000 Penalty: 3081.953613
	Iteration 59Q: 3 clusters Score -3488640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3488656.750000 Penalty: 3081.953613
	Iteration 60F: 3 clusters Score -3488657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3488680.750000 Penalty: 3081.953613
	Iteration 61Q: 3 clusters Score -3488681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3488688.000000 Penalty: 3081.953613
	Iteration 62Q: 3 clusters Score -3488688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3488694.500000 Penalty: 3081.953613
	Iteration 63Q: 3 clusters Score -3488694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3488702.000000 Penalty: 3081.953613
	Iteration 64Q: 3 clusters Score -3488702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3488704.500000 Penalty: 3081.953613
	Iteration 65Q: 3 clusters Score -3488704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3488705.500000 Penalty: 3081.953613
	Iteration 66Q: 3 clusters Score -3488706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3488714.250000 Penalty: 3081.953613
	Iteration 67Q: 3 clusters Score -3488714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3488716.500000 Penalty: 3081.953613
	Iteration 68Q: 3 clusters Score -3488716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3488723.000000 Penalty: 3081.953613
	Iteration 69Q: 3 clusters Score -3488723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3488727.750000 Penalty: 3081.953613
	Iteration 70Q: 3 clusters Score -3488728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3488728.750000 Penalty: 3081.953613
	Iteration 71Q: 3 clusters Score -3488729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3488724.250000 Penalty: 3081.953613
	Iteration 72Q: 3 clusters Score -3488724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3488729.250000 Penalty: 3081.953613
	Iteration 73Q: 3 clusters Score -3488729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3488733.750000 Penalty: 3081.953613
	Iteration 74Q: 3 clusters Score -3488734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3488732.250000 Penalty: 3081.953613
	Iteration 75Q: 3 clusters Score -3488732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3488737.500000 Penalty: 3081.953613
	Iteration 76Q: 3 clusters Score -3488738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3488736.500000 Penalty: 3081.953613
	Iteration 77Q: 3 clusters Score -3488736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3488736.500000 Penalty: 3081.953613
	Iteration 78F: 3 clusters Score -3488736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Entering Unmasked Estep 
Score: -3121255.500000 Penalty: 1523.098999
	Iteration 0F: 2 clusters Score -3121256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3103163.250000 Penalty: 3046.197998
	Iteration 0F: 3 clusters Score -3103163 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3109993.000000 Penalty: 3046.197998
	Iteration 1F: 3 clusters Score -3109993 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3110501.000000 Penalty: 3046.197998
	Iteration 2Q: 3 clusters Score -3110501 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3110950.500000 Penalty: 3046.197998
	Iteration 3Q: 3 clusters Score -3110950 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3111332.750000 Penalty: 3046.197998
	Iteration 4Q: 3 clusters Score -3111333 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3111742.750000 Penalty: 3046.197998
	Iteration 5Q: 3 clusters Score -3111743 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3112189.000000 Penalty: 3046.197998
	Iteration 6Q: 3 clusters Score -3112189 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3112830.250000 Penalty: 3046.197998
	Iteration 7Q: 3 clusters Score -3112830 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3113609.750000 Penalty: 3046.197998
	Iteration 8Q: 3 clusters Score -3113610 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3114611.250000 Penalty: 3046.197998
	Iteration 9F: 3 clusters Score -3114611 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3115744.250000 Penalty: 3046.197998
	Iteration 10F: 3 clusters Score -3115744 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3116888.500000 Penalty: 3046.197998
	Iteration 11F: 3 clusters Score -3116888 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3117932.250000 Penalty: 3046.197998
	Iteration 12Q: 3 clusters Score -3117932 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3118716.500000 Penalty: 3046.197998
	Iteration 13Q: 3 clusters Score -3118716 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3119227.750000 Penalty: 3046.197998
	Iteration 14Q: 3 clusters Score -3119228 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3119545.750000 Penalty: 3046.197998
	Iteration 15Q: 3 clusters Score -3119546 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3119709.750000 Penalty: 3046.197998
	Iteration 16Q: 3 clusters Score -3119710 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3119816.250000 Penalty: 3046.197998
	Iteration 17Q: 3 clusters Score -3119816 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3119908.250000 Penalty: 3046.197998
	Iteration 18Q: 3 clusters Score -3119908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3119973.750000 Penalty: 3046.197998
	Iteration 19Q: 3 clusters Score -3119974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3120013.000000 Penalty: 3046.197998
	Iteration 20F: 3 clusters Score -3120013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3120031.000000 Penalty: 3046.197998
	Iteration 21Q: 3 clusters Score -3120031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3120047.000000 Penalty: 3046.197998
	Iteration 22Q: 3 clusters Score -3120047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3120062.750000 Penalty: 3046.197998
	Iteration 23Q: 3 clusters Score -3120063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3120076.500000 Penalty: 3046.197998
	Iteration 24Q: 3 clusters Score -3120076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3120091.750000 Penalty: 3046.197998
	Iteration 25Q: 3 clusters Score -3120092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3120099.750000 Penalty: 3046.197998
	Iteration 26Q: 3 clusters Score -3120100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3120108.250000 Penalty: 3046.197998
	Iteration 27Q: 3 clusters Score -3120108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3120116.750000 Penalty: 3046.197998
	Iteration 28Q: 3 clusters Score -3120117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3120120.750000 Penalty: 3046.197998
	Iteration 29Q: 3 clusters Score -3120121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3120116.250000 Penalty: 3046.197998
	Iteration 30Q: 3 clusters Score -3120116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3120118.500000 Penalty: 3046.197998
	Iteration 31Q: 3 clusters Score -3120118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3120118.500000 Penalty: 3046.197998
	Iteration 32F: 3 clusters Score -3120118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Entering Unmasked Estep 
Score: -5659927.000000 Penalty: 1614.184814
	Iteration 0F: 2 clusters Score -5659927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -5626219.500000 Penalty: 3228.369629
	Iteration 0F: 3 clusters Score -5626220 nChanged 23806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -5639470.500000 Penalty: 3228.369629
	Iteration 1F: 3 clusters Score -5639470 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -5640119.500000 Penalty: 3228.369629
	Iteration 2Q: 3 clusters Score -5640120 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -5640743.500000 Penalty: 3228.369629
	Iteration 3Q: 3 clusters Score -5640744 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5641568.500000 Penalty: 3228.369629
	Iteration 4Q: 3 clusters Score -5641568 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -5642438.000000 Penalty: 3228.369629
	Iteration 5Q: 3 clusters Score -5642438 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5643460.000000 Penalty: 3228.369629
	Iteration 6Q: 3 clusters Score -5643460 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -5644743.000000 Penalty: 3228.369629
	Iteration 7F: 3 clusters Score -5644743 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -5646190.500000 Penalty: 3228.369629
	Iteration 8F: 3 clusters Score -5646190 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -5647757.500000 Penalty: 3228.369629
	Iteration 9F: 3 clusters Score -5647758 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -5649510.000000 Penalty: 3228.369629
	Iteration 10F: 3 clusters Score -5649510 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -5651390.000000 Penalty: 3228.369629
	Iteration 11F: 3 clusters Score -5651390 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -5653261.500000 Penalty: 3228.369629
	Iteration 12F: 3 clusters Score -5653262 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5654942.500000 Penalty: 3228.369629
	Iteration 13Q: 3 clusters Score -5654942 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5656367.500000 Penalty: 3228.369629
	Iteration 14Q: 3 clusters Score -5656368 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5657412.000000 Penalty: 3228.369629
	Iteration 15Q: 3 clusters Score -5657412 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5658157.000000 Penalty: 3228.369629
	Iteration 16Q: 3 clusters Score -5658157 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5658583.500000 Penalty: 3228.369629
	Iteration 17Q: 3 clusters Score -5658584 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5658783.500000 Penalty: 3228.369629
	Iteration 18Q: 3 clusters Score -5658784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5658888.000000 Penalty: 3228.369629
	Iteration 19Q: 3 clusters Score -5658888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5658947.500000 Penalty: 3228.369629
	Iteration 20F: 3 clusters Score -5658948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5658990.000000 Penalty: 3228.369629
	Iteration 21Q: 3 clusters Score -5658990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5659010.000000 Penalty: 3228.369629
	Iteration 22Q: 3 clusters Score -5659010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5659034.500000 Penalty: 3228.369629
	Iteration 23Q: 3 clusters Score -5659034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5659039.500000 Penalty: 3228.369629
	Iteration 24Q: 3 clusters Score -5659040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5659048.000000 Penalty: 3228.369629
	Iteration 25Q: 3 clusters Score -5659048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5659065.500000 Penalty: 3228.369629
	Iteration 26Q: 3 clusters Score -5659066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5659064.000000 Penalty: 3228.369629
	Iteration 27Q: 3 clusters Score -5659064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5659066.500000 Penalty: 3228.369629
	Iteration 28Q: 3 clusters Score -5659066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5659068.500000 Penalty: 3228.369629
	Iteration 29Q: 3 clusters Score -5659068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5659075.500000 Penalty: 3228.369629
	Iteration 30Q: 3 clusters Score -5659076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5659080.000000 Penalty: 3228.369629
	Iteration 31Q: 3 clusters Score -5659080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5659087.000000 Penalty: 3228.369629
	Iteration 32Q: 3 clusters Score -5659087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5659087.500000 Penalty: 3228.369629
	Iteration 33Q: 3 clusters Score -5659088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5659086.500000 Penalty: 3228.369629
	Iteration 34Q: 3 clusters Score -5659086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5659087.000000 Penalty: 3228.369629
	Iteration 35Q: 3 clusters Score -5659087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5659087.500000 Penalty: 3228.369629
	Iteration 36Q: 3 clusters Score -5659088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5659087.500000 Penalty: 3228.369629
	Iteration 37F: 3 clusters Score -5659088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (129045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129045 members 
Entering Unmasked Estep 
Score: -14120472.000000 Penalty: 1751.066040
	Iteration 0F: 2 clusters Score -1.412047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -14035866.000000 Penalty: 3502.132080
	Iteration 0F: 3 clusters Score -1.403587e+07 nChanged 61568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -14071077.000000 Penalty: 3502.132080
	Iteration 1F: 3 clusters Score -1.407108e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -14071939.000000 Penalty: 3502.132080
	Iteration 2Q: 3 clusters Score -1.407194e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -14073130.000000 Penalty: 3502.132080
	Iteration 3Q: 3 clusters Score -1.407313e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -14074286.000000 Penalty: 3502.132080
	Iteration 4Q: 3 clusters Score -1.407429e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -14075669.000000 Penalty: 3502.132080
	Iteration 5Q: 3 clusters Score -1.407567e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -14076964.000000 Penalty: 3502.132080
	Iteration 6Q: 3 clusters Score -1.407696e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -14078169.000000 Penalty: 3502.132080
	Iteration 7Q: 3 clusters Score -1.407817e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -14079498.000000 Penalty: 3502.132080
	Iteration 8Q: 3 clusters Score -1.40795e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 63706 members 
Entering Unmasked Estep 
Score: -14080537.000000 Penalty: 3502.132080
	Iteration 9Q: 3 clusters Score -1.408054e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -14081596.000000 Penalty: 3502.132080
	Iteration 10Q: 3 clusters Score -1.40816e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -14082496.000000 Penalty: 3502.132080
	Iteration 11Q: 3 clusters Score -1.40825e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -14083477.000000 Penalty: 3502.132080
	Iteration 12Q: 3 clusters Score -1.408348e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -14084514.000000 Penalty: 3502.132080
	Iteration 13Q: 3 clusters Score -1.408451e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -14085901.000000 Penalty: 3502.132080
	Iteration 14Q: 3 clusters Score -1.40859e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -14087780.000000 Penalty: 3502.132080
	Iteration 15Q: 3 clusters Score -1.408778e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -14090452.000000 Penalty: 3502.132080
	Iteration 16Q: 3 clusters Score -1.409045e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -14094381.000000 Penalty: 3502.132080
	Iteration 17F: 3 clusters Score -1.409438e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -14099474.000000 Penalty: 3502.132080
	Iteration 18F: 3 clusters Score -1.409947e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -14105343.000000 Penalty: 3502.132080
	Iteration 19F: 3 clusters Score -1.410534e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116366 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -14110663.000000 Penalty: 3502.132080
	Iteration 20F: 3 clusters Score -1.411066e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121575 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -14114396.000000 Penalty: 3502.132080
	Iteration 21Q: 3 clusters Score -1.41144e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124760 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -14116753.000000 Penalty: 3502.132080
	Iteration 22Q: 3 clusters Score -1.411675e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126471 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -14117994.000000 Penalty: 3502.132080
	Iteration 23Q: 3 clusters Score -1.411799e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127302 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -14118649.000000 Penalty: 3502.132080
	Iteration 24Q: 3 clusters Score -1.411865e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127692 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -14119086.000000 Penalty: 3502.132080
	Iteration 25Q: 3 clusters Score -1.411909e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127851 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -14119307.000000 Penalty: 3502.132080
	Iteration 26Q: 3 clusters Score -1.411931e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127897 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14119421.000000 Penalty: 3502.132080
	Iteration 27Q: 3 clusters Score -1.411942e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127913 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14119507.000000 Penalty: 3502.132080
	Iteration 28Q: 3 clusters Score -1.411951e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14119557.000000 Penalty: 3502.132080
	Iteration 29Q: 3 clusters Score -1.411956e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127921 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -14119596.000000 Penalty: 3502.132080
	Iteration 30Q: 3 clusters Score -1.41196e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127914 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -14119620.000000 Penalty: 3502.132080
	Iteration 31Q: 3 clusters Score -1.411962e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -14119630.000000 Penalty: 3502.132080
	Iteration 32Q: 3 clusters Score -1.411963e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127910 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14119651.000000 Penalty: 3502.132080
	Iteration 33Q: 3 clusters Score -1.411965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127913 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14119656.000000 Penalty: 3502.132080
	Iteration 34Q: 3 clusters Score -1.411966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -14119660.000000 Penalty: 3502.132080
	Iteration 35Q: 3 clusters Score -1.411966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127912 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14119670.000000 Penalty: 3502.132080
	Iteration 36Q: 3 clusters Score -1.411967e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127912 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14119683.000000 Penalty: 3502.132080
	Iteration 37Q: 3 clusters Score -1.411968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127915 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -14119685.000000 Penalty: 3502.132080
	Iteration 38Q: 3 clusters Score -1.411968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127919 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -14119683.000000 Penalty: 3502.132080
	Iteration 39Q: 3 clusters Score -1.411968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127922 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14119695.000000 Penalty: 3502.132080
	Iteration 40F: 3 clusters Score -1.41197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127922 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14119693.000000 Penalty: 3502.132080
	Iteration 41Q: 3 clusters Score -1.411969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127924 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -14119687.000000 Penalty: 3502.132080
	Iteration 42Q: 3 clusters Score -1.411969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127928 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14119690.000000 Penalty: 3502.132080
	Iteration 43Q: 3 clusters Score -1.411969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -14119685.000000 Penalty: 3502.132080
	Iteration 44Q: 3 clusters Score -1.411968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -14119691.000000 Penalty: 3502.132080
	Iteration 45Q: 3 clusters Score -1.411969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127932 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -14119690.000000 Penalty: 3502.132080
	Iteration 46Q: 3 clusters Score -1.411969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -14119689.000000 Penalty: 3502.132080
	Iteration 47Q: 3 clusters Score -1.411969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127934 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14119689.000000 Penalty: 3502.132080
	Iteration 48Q: 3 clusters Score -1.411969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127934 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14119689.000000 Penalty: 3502.132080
	Iteration 49F: 3 clusters Score -1.411969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Entering Unmasked Estep 
Score: -1495795.125000 Penalty: 1419.777100
	Iteration 0F: 2 clusters Score -1495795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1486642.000000 Penalty: 2839.554199
	Iteration 0F: 3 clusters Score -1486642 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1489898.250000 Penalty: 2839.554199
	Iteration 1F: 3 clusters Score -1489898 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1490314.875000 Penalty: 2839.554199
	Iteration 2F: 3 clusters Score -1490315 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1490663.375000 Penalty: 2839.554199
	Iteration 3F: 3 clusters Score -1490663 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1491001.625000 Penalty: 2839.554199
	Iteration 4Q: 3 clusters Score -1491002 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1491373.125000 Penalty: 2839.554199
	Iteration 5Q: 3 clusters Score -1491373 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1491742.125000 Penalty: 2839.554199
	Iteration 6F: 3 clusters Score -1491742 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1492079.625000 Penalty: 2839.554199
	Iteration 7Q: 3 clusters Score -1492080 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1492396.625000 Penalty: 2839.554199
	Iteration 8Q: 3 clusters Score -1492397 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1492694.625000 Penalty: 2839.554199
	Iteration 9Q: 3 clusters Score -1492695 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1492994.625000 Penalty: 2839.554199
	Iteration 10Q: 3 clusters Score -1492995 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1493270.375000 Penalty: 2839.554199
	Iteration 11Q: 3 clusters Score -1493270 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1493500.500000 Penalty: 2839.554199
	Iteration 12Q: 3 clusters Score -1493500 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1493692.750000 Penalty: 2839.554199
	Iteration 13Q: 3 clusters Score -1493693 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1493869.250000 Penalty: 2839.554199
	Iteration 14Q: 3 clusters Score -1493869 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1494034.625000 Penalty: 2839.554199
	Iteration 15Q: 3 clusters Score -1494035 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1494168.250000 Penalty: 2839.554199
	Iteration 16Q: 3 clusters Score -1494168 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1494272.000000 Penalty: 2839.554199
	Iteration 17Q: 3 clusters Score -1494272 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1494366.250000 Penalty: 2839.554199
	Iteration 18Q: 3 clusters Score -1494366 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1494435.750000 Penalty: 2839.554199
	Iteration 19Q: 3 clusters Score -1494436 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1494494.125000 Penalty: 2839.554199
	Iteration 20F: 3 clusters Score -1494494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1494539.750000 Penalty: 2839.554199
	Iteration 21Q: 3 clusters Score -1494540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1494572.625000 Penalty: 2839.554199
	Iteration 22Q: 3 clusters Score -1494573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1494595.375000 Penalty: 2839.554199
	Iteration 23Q: 3 clusters Score -1494595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1494610.750000 Penalty: 2839.554199
	Iteration 24Q: 3 clusters Score -1494611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1494623.375000 Penalty: 2839.554199
	Iteration 25Q: 3 clusters Score -1494623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1494635.750000 Penalty: 2839.554199
	Iteration 26Q: 3 clusters Score -1494636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1494645.750000 Penalty: 2839.554199
	Iteration 27Q: 3 clusters Score -1494646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1494657.875000 Penalty: 2839.554199
	Iteration 28Q: 3 clusters Score -1494658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1494668.875000 Penalty: 2839.554199
	Iteration 29Q: 3 clusters Score -1494669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1494676.000000 Penalty: 2839.554199
	Iteration 30Q: 3 clusters Score -1494676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1494689.500000 Penalty: 2839.554199
	Iteration 31Q: 3 clusters Score -1494690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1494695.000000 Penalty: 2839.554199
	Iteration 32Q: 3 clusters Score -1494695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1494705.250000 Penalty: 2839.554199
	Iteration 33Q: 3 clusters Score -1494705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1494708.000000 Penalty: 2839.554199
	Iteration 34Q: 3 clusters Score -1494708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1494709.375000 Penalty: 2839.554199
	Iteration 35Q: 3 clusters Score -1494709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1494711.875000 Penalty: 2839.554199
	Iteration 36Q: 3 clusters Score -1494712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1494713.250000 Penalty: 2839.554199
	Iteration 37Q: 3 clusters Score -1494713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1494714.625000 Penalty: 2839.554199
	Iteration 38Q: 3 clusters Score -1494715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1494718.875000 Penalty: 2839.554199
	Iteration 39Q: 3 clusters Score -1494719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1494718.000000 Penalty: 2839.554199
	Iteration 40F: 3 clusters Score -1494718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1494717.625000 Penalty: 2839.554199
	Iteration 41Q: 3 clusters Score -1494718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1494719.125000 Penalty: 2839.554199
	Iteration 42Q: 3 clusters Score -1494719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1494719.375000 Penalty: 2839.554199
	Iteration 43Q: 3 clusters Score -1494719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1494719.375000 Penalty: 2839.554199
	Iteration 44F: 3 clusters Score -1494719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Entering Unmasked Estep 
Score: -1116683.000000 Penalty: 1373.853271
	Iteration 0F: 2 clusters Score -1116683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1109789.000000 Penalty: 2747.706543
	Iteration 0F: 3 clusters Score -1109789 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1112171.125000 Penalty: 2747.706543
	Iteration 1F: 3 clusters Score -1112171 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1112534.500000 Penalty: 2747.706543
	Iteration 2F: 3 clusters Score -1112534 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1112754.875000 Penalty: 2747.706543
	Iteration 3F: 3 clusters Score -1112755 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1112931.625000 Penalty: 2747.706543
	Iteration 4Q: 3 clusters Score -1112932 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1113081.375000 Penalty: 2747.706543
	Iteration 5Q: 3 clusters Score -1113081 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1113216.500000 Penalty: 2747.706543
	Iteration 6Q: 3 clusters Score -1113216 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1113361.625000 Penalty: 2747.706543
	Iteration 7Q: 3 clusters Score -1113362 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1113530.125000 Penalty: 2747.706543
	Iteration 8Q: 3 clusters Score -1113530 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1113721.750000 Penalty: 2747.706543
	Iteration 9Q: 3 clusters Score -1113722 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1113932.875000 Penalty: 2747.706543
	Iteration 10Q: 3 clusters Score -1113933 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1114175.125000 Penalty: 2747.706543
	Iteration 11Q: 3 clusters Score -1114175 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1114394.750000 Penalty: 2747.706543
	Iteration 12Q: 3 clusters Score -1114395 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1114556.375000 Penalty: 2747.706543
	Iteration 13Q: 3 clusters Score -1114556 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1114679.250000 Penalty: 2747.706543
	Iteration 14Q: 3 clusters Score -1114679 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1114781.625000 Penalty: 2747.706543
	Iteration 15Q: 3 clusters Score -1114782 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1114863.250000 Penalty: 2747.706543
	Iteration 16Q: 3 clusters Score -1114863 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1114924.500000 Penalty: 2747.706543
	Iteration 17Q: 3 clusters Score -1114924 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1114980.625000 Penalty: 2747.706543
	Iteration 18Q: 3 clusters Score -1114981 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1115024.500000 Penalty: 2747.706543
	Iteration 19Q: 3 clusters Score -1115024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1115074.625000 Penalty: 2747.706543
	Iteration 20F: 3 clusters Score -1115075 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1115113.750000 Penalty: 2747.706543
	Iteration 21Q: 3 clusters Score -1115114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1115141.250000 Penalty: 2747.706543
	Iteration 22Q: 3 clusters Score -1115141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1115177.125000 Penalty: 2747.706543
	Iteration 23Q: 3 clusters Score -1115177 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1115213.125000 Penalty: 2747.706543
	Iteration 24Q: 3 clusters Score -1115213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1115243.125000 Penalty: 2747.706543
	Iteration 25Q: 3 clusters Score -1115243 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1115272.625000 Penalty: 2747.706543
	Iteration 26Q: 3 clusters Score -1115273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1115298.625000 Penalty: 2747.706543
	Iteration 27Q: 3 clusters Score -1115299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1115324.000000 Penalty: 2747.706543
	Iteration 28Q: 3 clusters Score -1115324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1115344.500000 Penalty: 2747.706543
	Iteration 29Q: 3 clusters Score -1115344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1115368.750000 Penalty: 2747.706543
	Iteration 30Q: 3 clusters Score -1115369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1115385.750000 Penalty: 2747.706543
	Iteration 31Q: 3 clusters Score -1115386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1115401.125000 Penalty: 2747.706543
	Iteration 32Q: 3 clusters Score -1115401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1115417.125000 Penalty: 2747.706543
	Iteration 33Q: 3 clusters Score -1115417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1115425.750000 Penalty: 2747.706543
	Iteration 34Q: 3 clusters Score -1115426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1115432.750000 Penalty: 2747.706543
	Iteration 35Q: 3 clusters Score -1115433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1115443.250000 Penalty: 2747.706543
	Iteration 36Q: 3 clusters Score -1115443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1115444.375000 Penalty: 2747.706543
	Iteration 37Q: 3 clusters Score -1115444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1115451.875000 Penalty: 2747.706543
	Iteration 38Q: 3 clusters Score -1115452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1115458.000000 Penalty: 2747.706543
	Iteration 39Q: 3 clusters Score -1115458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1115464.750000 Penalty: 2747.706543
	Iteration 40F: 3 clusters Score -1115465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1115468.125000 Penalty: 2747.706543
	Iteration 41Q: 3 clusters Score -1115468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1115470.625000 Penalty: 2747.706543
	Iteration 42Q: 3 clusters Score -1115471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1115484.250000 Penalty: 2747.706543
	Iteration 43Q: 3 clusters Score -1115484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1115496.000000 Penalty: 2747.706543
	Iteration 44Q: 3 clusters Score -1115496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1115503.250000 Penalty: 2747.706543
	Iteration 45Q: 3 clusters Score -1115503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1115511.750000 Penalty: 2747.706543
	Iteration 46Q: 3 clusters Score -1115512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1115516.875000 Penalty: 2747.706543
	Iteration 47Q: 3 clusters Score -1115517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1115524.625000 Penalty: 2747.706543
	Iteration 48Q: 3 clusters Score -1115525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1115526.500000 Penalty: 2747.706543
	Iteration 49Q: 3 clusters Score -1115526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1115527.500000 Penalty: 2747.706543
	Iteration 50Q: 3 clusters Score -1115528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1115530.000000 Penalty: 2747.706543
	Iteration 51Q: 3 clusters Score -1115530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1115531.625000 Penalty: 2747.706543
	Iteration 52Q: 3 clusters Score -1115532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1115531.000000 Penalty: 2747.706543
	Iteration 53Q: 3 clusters Score -1115531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1115533.375000 Penalty: 2747.706543
	Iteration 54Q: 3 clusters Score -1115533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1115532.625000 Penalty: 2747.706543
	Iteration 55Q: 3 clusters Score -1115533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1115532.625000 Penalty: 2747.706543
	Iteration 56F: 3 clusters Score -1115533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -388055.625000 Penalty: 1216.897949
	Iteration 0F: 2 clusters Score -388055.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -385237.437500 Penalty: 2433.795898
	Iteration 0F: 3 clusters Score -385237.4 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -385989.312500 Penalty: 2433.795898
	Iteration 1F: 3 clusters Score -385989.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -386176.031250 Penalty: 2433.795898
	Iteration 2F: 3 clusters Score -386176 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -386316.687500 Penalty: 2433.795898
	Iteration 3F: 3 clusters Score -386316.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -386440.250000 Penalty: 2433.795898
	Iteration 4Q: 3 clusters Score -386440.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -386542.812500 Penalty: 2433.795898
	Iteration 5Q: 3 clusters Score -386542.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -386619.687500 Penalty: 2433.795898
	Iteration 6Q: 3 clusters Score -386619.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -386702.281250 Penalty: 2433.795898
	Iteration 7Q: 3 clusters Score -386702.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -386790.125000 Penalty: 2433.795898
	Iteration 8Q: 3 clusters Score -386790.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -386879.406250 Penalty: 2433.795898
	Iteration 9Q: 3 clusters Score -386879.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -386959.781250 Penalty: 2433.795898
	Iteration 10Q: 3 clusters Score -386959.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -387032.156250 Penalty: 2433.795898
	Iteration 11Q: 3 clusters Score -387032.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -387113.937500 Penalty: 2433.795898
	Iteration 12Q: 3 clusters Score -387113.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -387192.343750 Penalty: 2433.795898
	Iteration 13Q: 3 clusters Score -387192.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -387301.125000 Penalty: 2433.795898
	Iteration 14Q: 3 clusters Score -387301.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -387380.937500 Penalty: 2433.795898
	Iteration 15Q: 3 clusters Score -387380.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -387451.968750 Penalty: 2433.795898
	Iteration 16Q: 3 clusters Score -387452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -387504.031250 Penalty: 2433.795898
	Iteration 17Q: 3 clusters Score -387504 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -387558.312500 Penalty: 2433.795898
	Iteration 18Q: 3 clusters Score -387558.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -387605.687500 Penalty: 2433.795898
	Iteration 19Q: 3 clusters Score -387605.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -387651.656250 Penalty: 2433.795898
	Iteration 20F: 3 clusters Score -387651.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -387687.687500 Penalty: 2433.795898
	Iteration 21Q: 3 clusters Score -387687.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -387715.343750 Penalty: 2433.795898
	Iteration 22Q: 3 clusters Score -387715.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -387732.437500 Penalty: 2433.795898
	Iteration 23Q: 3 clusters Score -387732.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -387740.156250 Penalty: 2433.795898
	Iteration 24Q: 3 clusters Score -387740.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -387746.718750 Penalty: 2433.795898
	Iteration 25Q: 3 clusters Score -387746.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -387751.187500 Penalty: 2433.795898
	Iteration 26Q: 3 clusters Score -387751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -387754.718750 Penalty: 2433.795898
	Iteration 27Q: 3 clusters Score -387754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -387755.093750 Penalty: 2433.795898
	Iteration 28Q: 3 clusters Score -387755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -387755.593750 Penalty: 2433.795898
	Iteration 29Q: 3 clusters Score -387755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -387756.406250 Penalty: 2433.795898
	Iteration 30Q: 3 clusters Score -387756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -387756.656250 Penalty: 2433.795898
	Iteration 31Q: 3 clusters Score -387756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -387758.000000 Penalty: 2433.795898
	Iteration 32Q: 3 clusters Score -387758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -387757.781250 Penalty: 2433.795898
	Iteration 33Q: 3 clusters Score -387757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -387758.968750 Penalty: 2433.795898
	Iteration 34Q: 3 clusters Score -387759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -387759.843750 Penalty: 2433.795898
	Iteration 35Q: 3 clusters Score -387759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -387759.843750 Penalty: 2433.795898
	Iteration 36F: 3 clusters Score -387759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Entering Unmasked Estep 
Score: -950475.375000 Penalty: 1354.324219
	Iteration 0F: 2 clusters Score -950475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -944333.312500 Penalty: 2708.648438
	Iteration 0F: 3 clusters Score -944333.3 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -946340.687500 Penalty: 2708.648438
	Iteration 1F: 3 clusters Score -946340.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -946657.875000 Penalty: 2708.648438
	Iteration 2F: 3 clusters Score -946657.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -946895.250000 Penalty: 2708.648438
	Iteration 3F: 3 clusters Score -946895.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -947094.375000 Penalty: 2708.648438
	Iteration 4Q: 3 clusters Score -947094.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -947252.062500 Penalty: 2708.648438
	Iteration 5Q: 3 clusters Score -947252.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -947378.562500 Penalty: 2708.648438
	Iteration 6Q: 3 clusters Score -947378.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -947505.000000 Penalty: 2708.648438
	Iteration 7Q: 3 clusters Score -947505 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -947635.500000 Penalty: 2708.648438
	Iteration 8Q: 3 clusters Score -947635.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -947749.250000 Penalty: 2708.648438
	Iteration 9Q: 3 clusters Score -947749.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -947869.125000 Penalty: 2708.648438
	Iteration 10Q: 3 clusters Score -947869.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -948000.875000 Penalty: 2708.648438
	Iteration 11Q: 3 clusters Score -948000.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -948173.625000 Penalty: 2708.648438
	Iteration 12Q: 3 clusters Score -948173.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -948372.625000 Penalty: 2708.648438
	Iteration 13Q: 3 clusters Score -948372.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -948587.937500 Penalty: 2708.648438
	Iteration 14Q: 3 clusters Score -948587.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -948816.375000 Penalty: 2708.648438
	Iteration 15Q: 3 clusters Score -948816.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -949027.750000 Penalty: 2708.648438
	Iteration 16Q: 3 clusters Score -949027.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -949185.812500 Penalty: 2708.648438
	Iteration 17Q: 3 clusters Score -949185.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -949280.125000 Penalty: 2708.648438
	Iteration 18Q: 3 clusters Score -949280.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -949333.500000 Penalty: 2708.648438
	Iteration 19Q: 3 clusters Score -949333.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -949376.937500 Penalty: 2708.648438
	Iteration 20F: 3 clusters Score -949376.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -949408.812500 Penalty: 2708.648438
	Iteration 21Q: 3 clusters Score -949408.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -949430.250000 Penalty: 2708.648438
	Iteration 22Q: 3 clusters Score -949430.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -949446.000000 Penalty: 2708.648438
	Iteration 23Q: 3 clusters Score -949446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -949460.937500 Penalty: 2708.648438
	Iteration 24Q: 3 clusters Score -949460.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -949471.500000 Penalty: 2708.648438
	Iteration 25Q: 3 clusters Score -949471.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -949479.812500 Penalty: 2708.648438
	Iteration 26Q: 3 clusters Score -949479.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -949492.562500 Penalty: 2708.648438
	Iteration 27Q: 3 clusters Score -949492.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -949499.875000 Penalty: 2708.648438
	Iteration 28Q: 3 clusters Score -949499.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -949504.000000 Penalty: 2708.648438
	Iteration 29Q: 3 clusters Score -949504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -949514.062500 Penalty: 2708.648438
	Iteration 30Q: 3 clusters Score -949514.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -949517.875000 Penalty: 2708.648438
	Iteration 31Q: 3 clusters Score -949517.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -949522.062500 Penalty: 2708.648438
	Iteration 32Q: 3 clusters Score -949522.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -949530.562500 Penalty: 2708.648438
	Iteration 33Q: 3 clusters Score -949530.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -949534.000000 Penalty: 2708.648438
	Iteration 34Q: 3 clusters Score -949534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -949537.125000 Penalty: 2708.648438
	Iteration 35Q: 3 clusters Score -949537.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -949539.187500 Penalty: 2708.648438
	Iteration 36Q: 3 clusters Score -949539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -949540.625000 Penalty: 2708.648438
	Iteration 37Q: 3 clusters Score -949540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -949541.562500 Penalty: 2708.648438
	Iteration 38Q: 3 clusters Score -949541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -949542.812500 Penalty: 2708.648438
	Iteration 39Q: 3 clusters Score -949542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -949543.937500 Penalty: 2708.648438
	Iteration 40F: 3 clusters Score -949543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -949544.062500 Penalty: 2708.648438
	Iteration 41Q: 3 clusters Score -949544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -949543.187500 Penalty: 2708.648438
	Iteration 42Q: 3 clusters Score -949543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -949543.875000 Penalty: 2708.648438
	Iteration 43Q: 3 clusters Score -949543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -949545.437500 Penalty: 2708.648438
	Iteration 44Q: 3 clusters Score -949545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -949545.437500 Penalty: 2708.648438
	Iteration 45F: 3 clusters Score -949545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Entering Unmasked Estep 
Score: -1005876.812500 Penalty: 1360.131592
	Iteration 0F: 2 clusters Score -1005877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -999628.625000 Penalty: 2720.263184
	Iteration 0F: 3 clusters Score -999628.6 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1001650.187500 Penalty: 2720.263184
	Iteration 1F: 3 clusters Score -1001650 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1001961.500000 Penalty: 2720.263184
	Iteration 2F: 3 clusters Score -1001962 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1002198.500000 Penalty: 2720.263184
	Iteration 3F: 3 clusters Score -1002198 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1002399.750000 Penalty: 2720.263184
	Iteration 4Q: 3 clusters Score -1002400 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1002598.937500 Penalty: 2720.263184
	Iteration 5Q: 3 clusters Score -1002599 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1002805.375000 Penalty: 2720.263184
	Iteration 6Q: 3 clusters Score -1002805 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1002977.375000 Penalty: 2720.263184
	Iteration 7Q: 3 clusters Score -1002977 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1003111.875000 Penalty: 2720.263184
	Iteration 8Q: 3 clusters Score -1003112 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1003226.312500 Penalty: 2720.263184
	Iteration 9Q: 3 clusters Score -1003226 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1003335.187500 Penalty: 2720.263184
	Iteration 10Q: 3 clusters Score -1003335 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1003429.937500 Penalty: 2720.263184
	Iteration 11Q: 3 clusters Score -1003430 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1003528.625000 Penalty: 2720.263184
	Iteration 12Q: 3 clusters Score -1003529 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1003628.937500 Penalty: 2720.263184
	Iteration 13Q: 3 clusters Score -1003629 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1003725.375000 Penalty: 2720.263184
	Iteration 14Q: 3 clusters Score -1003725 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1003816.000000 Penalty: 2720.263184
	Iteration 15Q: 3 clusters Score -1003816 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1003903.062500 Penalty: 2720.263184
	Iteration 16Q: 3 clusters Score -1003903 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1003983.312500 Penalty: 2720.263184
	Iteration 17Q: 3 clusters Score -1003983 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1004047.000000 Penalty: 2720.263184
	Iteration 18Q: 3 clusters Score -1004047 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1004103.000000 Penalty: 2720.263184
	Iteration 19Q: 3 clusters Score -1004103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1004152.250000 Penalty: 2720.263184
	Iteration 20F: 3 clusters Score -1004152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1004195.812500 Penalty: 2720.263184
	Iteration 21Q: 3 clusters Score -1004196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1004243.937500 Penalty: 2720.263184
	Iteration 22Q: 3 clusters Score -1004244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1004288.937500 Penalty: 2720.263184
	Iteration 23Q: 3 clusters Score -1004289 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1004327.125000 Penalty: 2720.263184
	Iteration 24Q: 3 clusters Score -1004327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1004364.750000 Penalty: 2720.263184
	Iteration 25Q: 3 clusters Score -1004365 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1004396.750000 Penalty: 2720.263184
	Iteration 26Q: 3 clusters Score -1004397 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1004426.812500 Penalty: 2720.263184
	Iteration 27Q: 3 clusters Score -1004427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1004450.562500 Penalty: 2720.263184
	Iteration 28Q: 3 clusters Score -1004451 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1004471.687500 Penalty: 2720.263184
	Iteration 29Q: 3 clusters Score -1004472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1004497.375000 Penalty: 2720.263184
	Iteration 30Q: 3 clusters Score -1004497 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1004521.312500 Penalty: 2720.263184
	Iteration 31Q: 3 clusters Score -1004521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1004548.875000 Penalty: 2720.263184
	Iteration 32Q: 3 clusters Score -1004549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1004576.000000 Penalty: 2720.263184
	Iteration 33Q: 3 clusters Score -1004576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1004595.125000 Penalty: 2720.263184
	Iteration 34Q: 3 clusters Score -1004595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1004615.750000 Penalty: 2720.263184
	Iteration 35Q: 3 clusters Score -1004616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1004633.250000 Penalty: 2720.263184
	Iteration 36Q: 3 clusters Score -1004633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1004649.062500 Penalty: 2720.263184
	Iteration 37Q: 3 clusters Score -1004649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1004661.062500 Penalty: 2720.263184
	Iteration 38Q: 3 clusters Score -1004661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1004675.437500 Penalty: 2720.263184
	Iteration 39Q: 3 clusters Score -1004675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1004683.687500 Penalty: 2720.263184
	Iteration 40F: 3 clusters Score -1004684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1004693.125000 Penalty: 2720.263184
	Iteration 41Q: 3 clusters Score -1004693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1004702.687500 Penalty: 2720.263184
	Iteration 42Q: 3 clusters Score -1004703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1004712.312500 Penalty: 2720.263184
	Iteration 43Q: 3 clusters Score -1004712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1004719.562500 Penalty: 2720.263184
	Iteration 44Q: 3 clusters Score -1004720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1004726.062500 Penalty: 2720.263184
	Iteration 45Q: 3 clusters Score -1004726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1004729.437500 Penalty: 2720.263184
	Iteration 46Q: 3 clusters Score -1004729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1004733.750000 Penalty: 2720.263184
	Iteration 47Q: 3 clusters Score -1004734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1004743.125000 Penalty: 2720.263184
	Iteration 48Q: 3 clusters Score -1004743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1004745.375000 Penalty: 2720.263184
	Iteration 49Q: 3 clusters Score -1004745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1004747.750000 Penalty: 2720.263184
	Iteration 50Q: 3 clusters Score -1004748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1004748.125000 Penalty: 2720.263184
	Iteration 51Q: 3 clusters Score -1004748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1004749.437500 Penalty: 2720.263184
	Iteration 52Q: 3 clusters Score -1004749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1004749.687500 Penalty: 2720.263184
	Iteration 53Q: 3 clusters Score -1004750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1004749.875000 Penalty: 2720.263184
	Iteration 54Q: 3 clusters Score -1004750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1004753.375000 Penalty: 2720.263184
	Iteration 55Q: 3 clusters Score -1004753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1004757.250000 Penalty: 2720.263184
	Iteration 56Q: 3 clusters Score -1004757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1004760.000000 Penalty: 2720.263184
	Iteration 57Q: 3 clusters Score -1004760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1004764.312500 Penalty: 2720.263184
	Iteration 58Q: 3 clusters Score -1004764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1004770.187500 Penalty: 2720.263184
	Iteration 59Q: 3 clusters Score -1004770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1004778.375000 Penalty: 2720.263184
	Iteration 60F: 3 clusters Score -1004778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1004786.687500 Penalty: 2720.263184
	Iteration 61Q: 3 clusters Score -1004787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1004793.375000 Penalty: 2720.263184
	Iteration 62Q: 3 clusters Score -1004793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1004800.500000 Penalty: 2720.263184
	Iteration 63Q: 3 clusters Score -1004800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1004806.000000 Penalty: 2720.263184
	Iteration 64Q: 3 clusters Score -1004806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1004811.687500 Penalty: 2720.263184
	Iteration 65Q: 3 clusters Score -1004812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1004814.562500 Penalty: 2720.263184
	Iteration 66Q: 3 clusters Score -1004815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1004818.687500 Penalty: 2720.263184
	Iteration 67Q: 3 clusters Score -1004819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1004826.375000 Penalty: 2720.263184
	Iteration 68Q: 3 clusters Score -1004826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1004826.125000 Penalty: 2720.263184
	Iteration 69Q: 3 clusters Score -1004826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1004827.250000 Penalty: 2720.263184
	Iteration 70Q: 3 clusters Score -1004827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1004828.000000 Penalty: 2720.263184
	Iteration 71Q: 3 clusters Score -1004828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1004829.625000 Penalty: 2720.263184
	Iteration 72Q: 3 clusters Score -1004830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1004830.000000 Penalty: 2720.263184
	Iteration 73Q: 3 clusters Score -1004830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1004830.812500 Penalty: 2720.263184
	Iteration 74Q: 3 clusters Score -1004831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1004831.250000 Penalty: 2720.263184
	Iteration 75Q: 3 clusters Score -1004831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1004832.562500 Penalty: 2720.263184
	Iteration 76Q: 3 clusters Score -1004833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1004832.625000 Penalty: 2720.263184
	Iteration 77Q: 3 clusters Score -1004833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1004836.000000 Penalty: 2720.263184
	Iteration 78Q: 3 clusters Score -1004836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1004837.500000 Penalty: 2720.263184
	Iteration 79Q: 3 clusters Score -1004838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1004837.250000 Penalty: 2720.263184
	Iteration 80F: 3 clusters Score -1004837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -261111.265625 Penalty: 1157.023560
	Iteration 0F: 2 clusters Score -261111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -259017.781250 Penalty: 2314.047119
	Iteration 0F: 3 clusters Score -259017.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -259573.937500 Penalty: 2314.047119
	Iteration 1F: 3 clusters Score -259573.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -259721.046875 Penalty: 2314.047119
	Iteration 2F: 3 clusters Score -259721 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -259806.343750 Penalty: 2314.047119
	Iteration 3Q: 3 clusters Score -259806.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -259871.781250 Penalty: 2314.047119
	Iteration 4Q: 3 clusters Score -259871.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -259920.359375 Penalty: 2314.047119
	Iteration 5Q: 3 clusters Score -259920.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -259951.406250 Penalty: 2314.047119
	Iteration 6Q: 3 clusters Score -259951.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -259968.937500 Penalty: 2314.047119
	Iteration 7Q: 3 clusters Score -259968.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -259980.265625 Penalty: 2314.047119
	Iteration 8Q: 3 clusters Score -259980.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -259986.984375 Penalty: 2314.047119
	Iteration 9Q: 3 clusters Score -259987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -259992.078125 Penalty: 2314.047119
	Iteration 10Q: 3 clusters Score -259992.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -259996.765625 Penalty: 2314.047119
	Iteration 11Q: 3 clusters Score -259996.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -260000.078125 Penalty: 2314.047119
	Iteration 12Q: 3 clusters Score -260000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -260002.484375 Penalty: 2314.047119
	Iteration 13Q: 3 clusters Score -260002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -260005.640625 Penalty: 2314.047119
	Iteration 14Q: 3 clusters Score -260005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -260010.984375 Penalty: 2314.047119
	Iteration 15Q: 3 clusters Score -260011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -260013.343750 Penalty: 2314.047119
	Iteration 16Q: 3 clusters Score -260013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -260015.156250 Penalty: 2314.047119
	Iteration 17Q: 3 clusters Score -260015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -260016.703125 Penalty: 2314.047119
	Iteration 18Q: 3 clusters Score -260016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -260017.234375 Penalty: 2314.047119
	Iteration 19Q: 3 clusters Score -260017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -260018.468750 Penalty: 2314.047119
	Iteration 20F: 3 clusters Score -260018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -260019.062500 Penalty: 2314.047119
	Iteration 21Q: 3 clusters Score -260019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -260020.390625 Penalty: 2314.047119
	Iteration 22Q: 3 clusters Score -260020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -260021.281250 Penalty: 2314.047119
	Iteration 23Q: 3 clusters Score -260021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -260021.890625 Penalty: 2314.047119
	Iteration 24Q: 3 clusters Score -260021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -260021.890625 Penalty: 2314.047119
	Iteration 25F: 3 clusters Score -260021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 31240 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5701 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40300 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52651 members 
Mstep: Class 12 contains 22845 members 
Mstep: Class 13 contains 40030 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 6415 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34696 members 
Mstep: Class 19 contains 31446 members 
Mstep: Class 20 contains 27886 members 
Mstep: Class 21 contains 51432 members 
Mstep: Class 22 contains 129045 members 
Mstep: Class 23 contains 13926 members 
Mstep: Class 24 contains 10228 members 
Mstep: Class 25 contains 3562 members 
Mstep: Class 26 contains 8970 members 
Mstep: Class 27 contains 9327 members 
Mstep: Class 28 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784848.000000 Penalty: 56277.878906
Iteration 159Q: 29 clusters Score -7.878485e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94013 members 
Mstep: Class 2 contains 31243 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5695 members 
Mstep: Class 5 contains 24559 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40299 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52654 members 
Mstep: Class 12 contains 22845 members 
Mstep: Class 13 contains 40022 members 
Mstep: Class 14 contains 1950 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34705 members 
Mstep: Class 19 contains 31441 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51433 members 
Mstep: Class 22 contains 128990 members 
Mstep: Class 23 contains 13932 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 3593 members 
Mstep: Class 26 contains 8980 members 
Mstep: Class 27 contains 9331 members 
Mstep: Class 28 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784952.000000 Penalty: 56277.878906
Iteration 160F: 29 clusters Score -7.878495e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 31244 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 24559 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40302 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 15271 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52654 members 
Mstep: Class 12 contains 22841 members 
Mstep: Class 13 contains 40019 members 
Mstep: Class 14 contains 1955 members 
Mstep: Class 15 contains 6410 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 34701 members 
Mstep: Class 19 contains 31434 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51435 members 
Mstep: Class 22 contains 128926 members 
Mstep: Class 23 contains 13935 members 
Mstep: Class 24 contains 10226 members 
Mstep: Class 25 contains 3654 members 
Mstep: Class 26 contains 8983 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 2401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784992.000000 Penalty: 56277.878906
Iteration 161Q: 29 clusters Score -7.878499e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 31244 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 5685 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40302 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 15271 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52651 members 
Mstep: Class 12 contains 22834 members 
Mstep: Class 13 contains 40012 members 
Mstep: Class 14 contains 1963 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 34707 members 
Mstep: Class 19 contains 31428 members 
Mstep: Class 20 contains 27887 members 
Mstep: Class 21 contains 51435 members 
Mstep: Class 22 contains 128864 members 
Mstep: Class 23 contains 13938 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 3714 members 
Mstep: Class 26 contains 8990 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784928.000000 Penalty: 56277.878906
Iteration 162Q: 29 clusters Score -7.878493e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 31245 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 5679 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40302 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 15272 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52648 members 
Mstep: Class 12 contains 22829 members 
Mstep: Class 13 contains 40004 members 
Mstep: Class 14 contains 1974 members 
Mstep: Class 15 contains 6409 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 34718 members 
Mstep: Class 19 contains 31423 members 
Mstep: Class 20 contains 27889 members 
Mstep: Class 21 contains 51433 members 
Mstep: Class 22 contains 128794 members 
Mstep: Class 23 contains 13942 members 
Mstep: Class 24 contains 10222 members 
Mstep: Class 25 contains 3762 members 
Mstep: Class 26 contains 9003 members 
Mstep: Class 27 contains 9334 members 
Mstep: Class 28 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78784960.000000 Penalty: 56277.878906
Iteration 163Q: 29 clusters Score -7.878496e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 31241 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40303 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52643 members 
Mstep: Class 12 contains 22822 members 
Mstep: Class 13 contains 40001 members 
Mstep: Class 14 contains 1980 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 34729 members 
Mstep: Class 19 contains 31417 members 
Mstep: Class 20 contains 27889 members 
Mstep: Class 21 contains 51431 members 
Mstep: Class 22 contains 128702 members 
Mstep: Class 23 contains 13949 members 
Mstep: Class 24 contains 10218 members 
Mstep: Class 25 contains 3837 members 
Mstep: Class 26 contains 9010 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78785008.000000 Penalty: 56277.878906
Iteration 164Q: 29 clusters Score -7.878501e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94036 members 
Mstep: Class 2 contains 31239 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5676 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40302 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18081 members 
Mstep: Class 11 contains 52630 members 
Mstep: Class 12 contains 22816 members 
Mstep: Class 13 contains 39997 members 
Mstep: Class 14 contains 1986 members 
Mstep: Class 15 contains 6408 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 31413 members 
Mstep: Class 20 contains 27890 members 
Mstep: Class 21 contains 51430 members 
Mstep: Class 22 contains 128597 members 
Mstep: Class 23 contains 13957 members 
Mstep: Class 24 contains 10213 members 
Mstep: Class 25 contains 3933 members 
Mstep: Class 26 contains 9020 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78785088.000000 Penalty: 56277.878906
Iteration 165Q: 29 clusters Score -7.878509e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 31242 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40301 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 52617 members 
Mstep: Class 12 contains 22807 members 
Mstep: Class 13 contains 39993 members 
Mstep: Class 14 contains 1988 members 
Mstep: Class 15 contains 6407 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 34745 members 
Mstep: Class 19 contains 31411 members 
Mstep: Class 20 contains 27891 members 
Mstep: Class 21 contains 51435 members 
Mstep: Class 22 contains 128453 members 
Mstep: Class 23 contains 13965 members 
Mstep: Class 24 contains 10209 members 
Mstep: Class 25 contains 4057 members 
Mstep: Class 26 contains 9027 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78785104.000000 Penalty: 56277.878906
Iteration 166Q: 29 clusters Score -7.87851e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94049 members 
Mstep: Class 2 contains 31236 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 24558 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40300 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18081 members 
Mstep: Class 11 contains 52601 members 
Mstep: Class 12 contains 22806 members 
Mstep: Class 13 contains 39990 members 
Mstep: Class 14 contains 1990 members 
Mstep: Class 15 contains 6406 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 34758 members 
Mstep: Class 19 contains 31407 members 
Mstep: Class 20 contains 27891 members 
Mstep: Class 21 contains 51437 members 
Mstep: Class 22 contains 128297 members 
Mstep: Class 23 contains 13976 members 
Mstep: Class 24 contains 10209 members 
Mstep: Class 25 contains 4186 members 
Mstep: Class 26 contains 9031 members 
Mstep: Class 27 contains 9332 members 
Mstep: Class 28 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78785208.000000 Penalty: 56277.878906
Iteration 167Q: 29 clusters Score -7.878521e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 31234 members 
Mstep: Class 3 contains 19185 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 24560 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40300 members 
Mstep: Class 8 contains 545 members 
Mstep: Class 9 contains 15273 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 52596 members 
Mstep: Class 12 contains 22806 members 
Mstep: Class 13 contains 39982 members 
Mstep: Class 14 contains 1994 members 
Mstep: Class 15 contains 6404 members 
Mstep: Class 16 contains 2178 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 34774 members 
Mstep: Class 19 contains 31401 members 
Mstep: Class 20 contains 27892 members 
Mstep: Class 21 contains 51441 members 
Mstep: Class 22 contains 128129 members 
Mstep: Class 23 contains 13984 members 
Mstep: Class 24 contains 10208 members 
Mstep: Class 25 contains 4326 members 
Mstep: Class 26 contains 9035 members 
Mstep: Class 27 contains 9328 members 
Mstep: Class 28 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78785232.000000 Penalty: 56277.878906
Iteration 168Q: 29 clusters Score -7.878523e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 31239 members 
Mstep: Class 3 contains 19185 members 
Mstep: Class 4 contains 5674 members 
Mstep: Class 5 contains 24560 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40296 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 15275 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 52589 members 
Mstep: Class 12 contains 22798 members 
Mstep: Class 13 contains 39980 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 15 contains 6401 members 
Mstep: Class 16 contains 2180 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 34786 members 
Mstep: Class 19 contains 31390 members 
Mstep: Class 20 contains 27892 members 
Mstep: Class 21 contains 51442 members 
Mstep: Class 22 contains 127912 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 10207 members 
Mstep: Class 25 contains 4528 members 
Mstep: Class 26 contains 9033 members 
Mstep: Class 27 contains 9328 members 
Mstep: Class 28 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78785096.000000 Penalty: 56277.878906
Iteration 169Q: 29 clusters Score -7.87851e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 31245 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24559 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 40295 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 15277 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 52586 members 
Mstep: Class 12 contains 22799 members 
Mstep: Class 13 contains 39977 members 
Mstep: Class 14 contains 2000 members 
Mstep: Class 15 contains 6398 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 34796 members 
Mstep: Class 19 contains 31388 members 
Mstep: Class 20 contains 27892 members 
Mstep: Class 21 contains 51445 members 
Mstep: Class 22 contains 127622 members 
Mstep: Class 23 contains 14000 members 
Mstep: Class 24 contains 10208 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 9031 members 
Mstep: Class 27 contains 9329 members 
Mstep: Class 28 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78785184.000000 Penalty: 56277.878906
Iteration 170Q: 29 clusters Score -7.878518e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 31253 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24560 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40300 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 15278 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 52580 members 
Mstep: Class 12 contains 22800 members 
Mstep: Class 13 contains 39977 members 
Mstep: Class 14 contains 2005 members 
Mstep: Class 15 contains 6390 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 34819 members 
Mstep: Class 19 contains 31373 members 
Mstep: Class 20 contains 27891 members 
Mstep: Class 21 contains 51447 members 
Mstep: Class 22 contains 127221 members 
Mstep: Class 23 contains 14005 members 
Mstep: Class 24 contains 10210 members 
Mstep: Class 25 contains 5107 members 
Mstep: Class 26 contains 9031 members 
Mstep: Class 27 contains 9329 members 
Mstep: Class 28 contains 2568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78785464.000000 Penalty: 56277.878906
Iteration 171Q: 29 clusters Score -7.878546e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 31265 members 
Mstep: Class 3 contains 19187 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24563 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40302 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52579 members 
Mstep: Class 12 contains 22802 members 
Mstep: Class 13 contains 39978 members 
Mstep: Class 14 contains 2011 members 
Mstep: Class 15 contains 6387 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34856 members 
Mstep: Class 19 contains 31359 members 
Mstep: Class 20 contains 27891 members 
Mstep: Class 21 contains 51442 members 
Mstep: Class 22 contains 126655 members 
Mstep: Class 23 contains 14006 members 
Mstep: Class 24 contains 10212 members 
Mstep: Class 25 contains 5579 members 
Mstep: Class 26 contains 9033 members 
Mstep: Class 27 contains 9328 members 
Mstep: Class 28 contains 2618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78785960.000000 Penalty: 56277.878906
Iteration 172Q: 29 clusters Score -7.878596e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 31279 members 
Mstep: Class 3 contains 19186 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24564 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40297 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18077 members 
Mstep: Class 11 contains 52578 members 
Mstep: Class 12 contains 22810 members 
Mstep: Class 13 contains 39978 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 6382 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34905 members 
Mstep: Class 19 contains 31340 members 
Mstep: Class 20 contains 27891 members 
Mstep: Class 21 contains 51441 members 
Mstep: Class 22 contains 125806 members 
Mstep: Class 23 contains 14008 members 
Mstep: Class 24 contains 10213 members 
Mstep: Class 25 contains 6292 members 
Mstep: Class 26 contains 9028 members 
Mstep: Class 27 contains 9326 members 
Mstep: Class 28 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78786968.000000 Penalty: 56277.878906
Iteration 173Q: 29 clusters Score -7.878697e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94041 members 
Mstep: Class 2 contains 31296 members 
Mstep: Class 3 contains 19189 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24564 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40289 members 
Mstep: Class 8 contains 559 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 18077 members 
Mstep: Class 11 contains 52572 members 
Mstep: Class 12 contains 22819 members 
Mstep: Class 13 contains 39974 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 15 contains 6374 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 34969 members 
Mstep: Class 19 contains 31311 members 
Mstep: Class 20 contains 27889 members 
Mstep: Class 21 contains 51438 members 
Mstep: Class 22 contains 124435 members 
Mstep: Class 23 contains 14012 members 
Mstep: Class 24 contains 10216 members 
Mstep: Class 25 contains 7517 members 
Mstep: Class 26 contains 9026 members 
Mstep: Class 27 contains 9329 members 
Mstep: Class 28 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78788960.000000 Penalty: 56277.878906
Iteration 174Q: 29 clusters Score -7.878896e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 31313 members 
Mstep: Class 3 contains 19192 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24565 members 
Mstep: Class 6 contains 35206 members 
Mstep: Class 7 contains 40292 members 
Mstep: Class 8 contains 569 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18076 members 
Mstep: Class 11 contains 52572 members 
Mstep: Class 12 contains 22831 members 
Mstep: Class 13 contains 39965 members 
Mstep: Class 14 contains 2037 members 
Mstep: Class 15 contains 6361 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 35070 members 
Mstep: Class 19 contains 31285 members 
Mstep: Class 20 contains 27892 members 
Mstep: Class 21 contains 51435 members 
Mstep: Class 22 contains 122087 members 
Mstep: Class 23 contains 14017 members 
Mstep: Class 24 contains 10214 members 
Mstep: Class 25 contains 9667 members 
Mstep: Class 26 contains 9021 members 
Mstep: Class 27 contains 9332 members 
Mstep: Class 28 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78792944.000000 Penalty: 56277.878906
Iteration 175Q: 29 clusters Score -7.879294e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 31347 members 
Mstep: Class 3 contains 19194 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24564 members 
Mstep: Class 6 contains 35207 members 
Mstep: Class 7 contains 40289 members 
Mstep: Class 8 contains 564 members 
Mstep: Class 9 contains 15282 members 
Mstep: Class 10 contains 18076 members 
Mstep: Class 11 contains 52566 members 
Mstep: Class 12 contains 22827 members 
Mstep: Class 13 contains 39959 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 6352 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 35177 members 
Mstep: Class 19 contains 31259 members 
Mstep: Class 20 contains 27896 members 
Mstep: Class 21 contains 51440 members 
Mstep: Class 22 contains 118475 members 
Mstep: Class 23 contains 14018 members 
Mstep: Class 24 contains 10214 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 9026 members 
Mstep: Class 27 contains 9329 members 
Mstep: Class 28 contains 2970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78797792.000000 Penalty: 56277.878906
Iteration 176Q: 29 clusters Score -7.879779e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 31370 members 
Mstep: Class 3 contains 19194 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24565 members 
Mstep: Class 6 contains 35212 members 
Mstep: Class 7 contains 40284 members 
Mstep: Class 8 contains 564 members 
Mstep: Class 9 contains 15284 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52565 members 
Mstep: Class 12 contains 22833 members 
Mstep: Class 13 contains 39954 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 6345 members 
Mstep: Class 16 contains 2196 members 
Mstep: Class 17 contains 1843 members 
Mstep: Class 18 contains 35251 members 
Mstep: Class 19 contains 31240 members 
Mstep: Class 20 contains 27896 members 
Mstep: Class 21 contains 51445 members 
Mstep: Class 22 contains 114485 members 
Mstep: Class 23 contains 14018 members 
Mstep: Class 24 contains 10211 members 
Mstep: Class 25 contains 16958 members 
Mstep: Class 26 contains 9033 members 
Mstep: Class 27 contains 9329 members 
Mstep: Class 28 contains 2999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78802472.000000 Penalty: 56277.878906
Iteration 177Q: 29 clusters Score -7.880247e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 31391 members 
Mstep: Class 3 contains 19199 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35213 members 
Mstep: Class 7 contains 40313 members 
Mstep: Class 8 contains 565 members 
Mstep: Class 9 contains 15285 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52561 members 
Mstep: Class 12 contains 22812 members 
Mstep: Class 13 contains 39953 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 6330 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 35295 members 
Mstep: Class 19 contains 31231 members 
Mstep: Class 20 contains 27903 members 
Mstep: Class 21 contains 51442 members 
Mstep: Class 22 contains 111595 members 
Mstep: Class 23 contains 14018 members 
Mstep: Class 24 contains 10214 members 
Mstep: Class 25 contains 19778 members 
Mstep: Class 26 contains 9036 members 
Mstep: Class 27 contains 9329 members 
Mstep: Class 28 contains 2999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78805304.000000 Penalty: 56277.878906
Iteration 178Q: 29 clusters Score -7.88053e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 31405 members 
Mstep: Class 3 contains 19199 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24571 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 40349 members 
Mstep: Class 8 contains 565 members 
Mstep: Class 9 contains 15285 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 52560 members 
Mstep: Class 12 contains 22799 members 
Mstep: Class 13 contains 39960 members 
Mstep: Class 14 contains 2050 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 16 contains 2203 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 35311 members 
Mstep: Class 19 contains 31223 members 
Mstep: Class 20 contains 27904 members 
Mstep: Class 21 contains 51439 members 
Mstep: Class 22 contains 109908 members 
Mstep: Class 23 contains 14019 members 
Mstep: Class 24 contains 10217 members 
Mstep: Class 25 contains 21411 members 
Mstep: Class 26 contains 9032 members 
Mstep: Class 27 contains 9328 members 
Mstep: Class 28 contains 3005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78806472.000000 Penalty: 56277.878906
Iteration 179Q: 29 clusters Score -7.880647e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 31409 members 
Mstep: Class 3 contains 19199 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24572 members 
Mstep: Class 6 contains 35217 members 
Mstep: Class 7 contains 40372 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 15288 members 
Mstep: Class 10 contains 18085 members 
Mstep: Class 11 contains 52556 members 
Mstep: Class 12 contains 22798 members 
Mstep: Class 13 contains 39959 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 2205 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 35313 members 
Mstep: Class 19 contains 31210 members 
Mstep: Class 20 contains 27904 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 109066 members 
Mstep: Class 23 contains 14022 members 
Mstep: Class 24 contains 10223 members 
Mstep: Class 25 contains 22269 members 
Mstep: Class 26 contains 9035 members 
Mstep: Class 27 contains 9327 members 
Mstep: Class 28 contains 3016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78808664.000000 Penalty: 56277.878906
Iteration 180F: 29 clusters Score -7.880866e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 31409 members 
Mstep: Class 3 contains 19200 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24572 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 7 contains 40369 members 
Mstep: Class 8 contains 561 members 
Mstep: Class 9 contains 15287 members 
Mstep: Class 10 contains 18087 members 
Mstep: Class 11 contains 52547 members 
Mstep: Class 12 contains 22717 members 
Mstep: Class 13 contains 39946 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 6218 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 35313 members 
Mstep: Class 19 contains 31178 members 
Mstep: Class 20 contains 27905 members 
Mstep: Class 21 contains 51438 members 
Mstep: Class 22 contains 107430 members 
Mstep: Class 23 contains 14032 members 
Mstep: Class 24 contains 10219 members 
Mstep: Class 25 contains 24097 members 
Mstep: Class 26 contains 9040 members 
Mstep: Class 27 contains 9323 members 
Mstep: Class 28 contains 3030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809712.000000 Penalty: 56277.878906
Iteration 181Q: 29 clusters Score -7.880971e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 94003 members 
Mstep: Class 2 contains 31407 members 
Mstep: Class 3 contains 19202 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35200 members 
Mstep: Class 7 contains 40374 members 
Mstep: Class 8 contains 561 members 
Mstep: Class 9 contains 15282 members 
Mstep: Class 10 contains 18089 members 
Mstep: Class 11 contains 52534 members 
Mstep: Class 12 contains 22645 members 
Mstep: Class 13 contains 39938 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 6161 members 
Mstep: Class 16 contains 2207 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 35297 members 
Mstep: Class 19 contains 31171 members 
Mstep: Class 20 contains 27905 members 
Mstep: Class 21 contains 51444 members 
Mstep: Class 22 contains 106820 members 
Mstep: Class 23 contains 14042 members 
Mstep: Class 24 contains 10214 members 
Mstep: Class 25 contains 24861 members 
Mstep: Class 26 contains 9042 members 
Mstep: Class 27 contains 9321 members 
Mstep: Class 28 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809848.000000 Penalty: 56277.878906
Iteration 182Q: 29 clusters Score -7.880985e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93995 members 
Mstep: Class 2 contains 31411 members 
Mstep: Class 3 contains 19202 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 40384 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 15282 members 
Mstep: Class 10 contains 18090 members 
Mstep: Class 11 contains 52521 members 
Mstep: Class 12 contains 22603 members 
Mstep: Class 13 contains 39936 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 6108 members 
Mstep: Class 16 contains 2207 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 35295 members 
Mstep: Class 19 contains 31158 members 
Mstep: Class 20 contains 27908 members 
Mstep: Class 21 contains 51448 members 
Mstep: Class 22 contains 106570 members 
Mstep: Class 23 contains 14057 members 
Mstep: Class 24 contains 10213 members 
Mstep: Class 25 contains 25199 members 
Mstep: Class 26 contains 9042 members 
Mstep: Class 27 contains 9319 members 
Mstep: Class 28 contains 3052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809808.000000 Penalty: 56277.878906
Iteration 183Q: 29 clusters Score -7.880981e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 31415 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 40387 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18090 members 
Mstep: Class 11 contains 52495 members 
Mstep: Class 12 contains 22564 members 
Mstep: Class 13 contains 39932 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 6056 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 35288 members 
Mstep: Class 19 contains 31154 members 
Mstep: Class 20 contains 27910 members 
Mstep: Class 21 contains 51449 members 
Mstep: Class 22 contains 106491 members 
Mstep: Class 23 contains 14082 members 
Mstep: Class 24 contains 10211 members 
Mstep: Class 25 contains 25357 members 
Mstep: Class 26 contains 9047 members 
Mstep: Class 27 contains 9323 members 
Mstep: Class 28 contains 3060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809816.000000 Penalty: 56277.878906
Iteration 184Q: 29 clusters Score -7.880982e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 31419 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35198 members 
Mstep: Class 7 contains 40396 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 52474 members 
Mstep: Class 12 contains 22528 members 
Mstep: Class 13 contains 39933 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 6024 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 35290 members 
Mstep: Class 19 contains 31149 members 
Mstep: Class 20 contains 27910 members 
Mstep: Class 21 contains 51448 members 
Mstep: Class 22 contains 106442 members 
Mstep: Class 23 contains 14103 members 
Mstep: Class 24 contains 10209 members 
Mstep: Class 25 contains 25462 members 
Mstep: Class 26 contains 9051 members 
Mstep: Class 27 contains 9325 members 
Mstep: Class 28 contains 3057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809776.000000 Penalty: 56277.878906
Iteration 185Q: 29 clusters Score -7.880978e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 31421 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35196 members 
Mstep: Class 7 contains 40399 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 52453 members 
Mstep: Class 12 contains 22511 members 
Mstep: Class 13 contains 39932 members 
Mstep: Class 14 contains 2067 members 
Mstep: Class 15 contains 5985 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 35291 members 
Mstep: Class 19 contains 31144 members 
Mstep: Class 20 contains 27909 members 
Mstep: Class 21 contains 51445 members 
Mstep: Class 22 contains 106443 members 
Mstep: Class 23 contains 14119 members 
Mstep: Class 24 contains 10210 members 
Mstep: Class 25 contains 25515 members 
Mstep: Class 26 contains 9053 members 
Mstep: Class 27 contains 9326 members 
Mstep: Class 28 contains 3057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809848.000000 Penalty: 56277.878906
Iteration 186Q: 29 clusters Score -7.880985e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 31421 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35196 members 
Mstep: Class 7 contains 40402 members 
Mstep: Class 8 contains 564 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 52430 members 
Mstep: Class 12 contains 22502 members 
Mstep: Class 13 contains 39932 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 5953 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 35292 members 
Mstep: Class 19 contains 31141 members 
Mstep: Class 20 contains 27909 members 
Mstep: Class 21 contains 51445 members 
Mstep: Class 22 contains 106461 members 
Mstep: Class 23 contains 14138 members 
Mstep: Class 24 contains 10209 members 
Mstep: Class 25 contains 25535 members 
Mstep: Class 26 contains 9055 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 3055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809912.000000 Penalty: 56277.878906
Iteration 187Q: 29 clusters Score -7.880991e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 31421 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5673 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 40404 members 
Mstep: Class 8 contains 564 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 52408 members 
Mstep: Class 12 contains 22500 members 
Mstep: Class 13 contains 39932 members 
Mstep: Class 14 contains 2076 members 
Mstep: Class 15 contains 5910 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 35293 members 
Mstep: Class 19 contains 31141 members 
Mstep: Class 20 contains 27909 members 
Mstep: Class 21 contains 51445 members 
Mstep: Class 22 contains 106494 members 
Mstep: Class 23 contains 14162 members 
Mstep: Class 24 contains 10208 members 
Mstep: Class 25 contains 25544 members 
Mstep: Class 26 contains 9051 members 
Mstep: Class 27 contains 9320 members 
Mstep: Class 28 contains 3053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809912.000000 Penalty: 56277.878906
Iteration 188Q: 29 clusters Score -7.880991e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 31422 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 40406 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 15280 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 52392 members 
Mstep: Class 12 contains 22497 members 
Mstep: Class 13 contains 39931 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 5867 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 35290 members 
Mstep: Class 19 contains 31142 members 
Mstep: Class 20 contains 27909 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106525 members 
Mstep: Class 23 contains 14182 members 
Mstep: Class 24 contains 10207 members 
Mstep: Class 25 contains 25555 members 
Mstep: Class 26 contains 9048 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 3056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809928.000000 Penalty: 56277.878906
Iteration 189Q: 29 clusters Score -7.880993e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 31422 members 
Mstep: Class 3 contains 19200 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35198 members 
Mstep: Class 7 contains 40406 members 
Mstep: Class 8 contains 566 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 52382 members 
Mstep: Class 12 contains 22493 members 
Mstep: Class 13 contains 39931 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 5842 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 35287 members 
Mstep: Class 19 contains 31142 members 
Mstep: Class 20 contains 27909 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106541 members 
Mstep: Class 23 contains 14193 members 
Mstep: Class 24 contains 10206 members 
Mstep: Class 25 contains 25563 members 
Mstep: Class 26 contains 9049 members 
Mstep: Class 27 contains 9324 members 
Mstep: Class 28 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809928.000000 Penalty: 56277.878906
Iteration 190Q: 29 clusters Score -7.880993e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 31422 members 
Mstep: Class 3 contains 19200 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 40406 members 
Mstep: Class 8 contains 566 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 52369 members 
Mstep: Class 12 contains 22500 members 
Mstep: Class 13 contains 39930 members 
Mstep: Class 14 contains 2081 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 35287 members 
Mstep: Class 19 contains 31139 members 
Mstep: Class 20 contains 27909 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106555 members 
Mstep: Class 23 contains 14206 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 25564 members 
Mstep: Class 26 contains 9052 members 
Mstep: Class 27 contains 9327 members 
Mstep: Class 28 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809992.000000 Penalty: 56277.878906
Iteration 191Q: 29 clusters Score -7.880999e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 31423 members 
Mstep: Class 3 contains 19200 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35200 members 
Mstep: Class 7 contains 40406 members 
Mstep: Class 8 contains 566 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 52357 members 
Mstep: Class 12 contains 22501 members 
Mstep: Class 13 contains 39928 members 
Mstep: Class 14 contains 2083 members 
Mstep: Class 15 contains 5797 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 35286 members 
Mstep: Class 19 contains 31137 members 
Mstep: Class 20 contains 27909 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106574 members 
Mstep: Class 23 contains 14218 members 
Mstep: Class 24 contains 10200 members 
Mstep: Class 25 contains 25564 members 
Mstep: Class 26 contains 9057 members 
Mstep: Class 27 contains 9329 members 
Mstep: Class 28 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78810000.000000 Penalty: 56277.878906
Iteration 192Q: 29 clusters Score -7.881e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 31423 members 
Mstep: Class 3 contains 19200 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24574 members 
Mstep: Class 6 contains 35199 members 
Mstep: Class 7 contains 40407 members 
Mstep: Class 8 contains 566 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 52348 members 
Mstep: Class 12 contains 22503 members 
Mstep: Class 13 contains 39925 members 
Mstep: Class 14 contains 2083 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 35288 members 
Mstep: Class 19 contains 31136 members 
Mstep: Class 20 contains 27910 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106581 members 
Mstep: Class 23 contains 14233 members 
Mstep: Class 24 contains 10201 members 
Mstep: Class 25 contains 25564 members 
Mstep: Class 26 contains 9060 members 
Mstep: Class 27 contains 9329 members 
Mstep: Class 28 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809896.000000 Penalty: 56277.878906
Iteration 193Q: 29 clusters Score -7.88099e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 31423 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24572 members 
Mstep: Class 6 contains 35198 members 
Mstep: Class 7 contains 40408 members 
Mstep: Class 8 contains 566 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18091 members 
Mstep: Class 11 contains 52340 members 
Mstep: Class 12 contains 22502 members 
Mstep: Class 13 contains 39923 members 
Mstep: Class 14 contains 2087 members 
Mstep: Class 15 contains 5778 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 35289 members 
Mstep: Class 19 contains 31134 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106582 members 
Mstep: Class 23 contains 14242 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 25565 members 
Mstep: Class 26 contains 9061 members 
Mstep: Class 27 contains 9331 members 
Mstep: Class 28 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809960.000000 Penalty: 56277.878906
Iteration 194Q: 29 clusters Score -7.880996e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 31423 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24572 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 40408 members 
Mstep: Class 8 contains 566 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 52329 members 
Mstep: Class 12 contains 22504 members 
Mstep: Class 13 contains 39920 members 
Mstep: Class 14 contains 2087 members 
Mstep: Class 15 contains 5765 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 35287 members 
Mstep: Class 19 contains 31131 members 
Mstep: Class 20 contains 27910 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106593 members 
Mstep: Class 23 contains 14257 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 25565 members 
Mstep: Class 26 contains 9067 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809912.000000 Penalty: 56277.878906
Iteration 195Q: 29 clusters Score -7.880991e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 31423 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24573 members 
Mstep: Class 6 contains 35195 members 
Mstep: Class 7 contains 40408 members 
Mstep: Class 8 contains 566 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 52315 members 
Mstep: Class 12 contains 22503 members 
Mstep: Class 13 contains 39915 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 5746 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 35275 members 
Mstep: Class 19 contains 31128 members 
Mstep: Class 20 contains 27910 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106612 members 
Mstep: Class 23 contains 14275 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 25565 members 
Mstep: Class 26 contains 9073 members 
Mstep: Class 27 contains 9338 members 
Mstep: Class 28 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809984.000000 Penalty: 56277.878906
Iteration 196Q: 29 clusters Score -7.880998e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 31423 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24573 members 
Mstep: Class 6 contains 35195 members 
Mstep: Class 7 contains 40409 members 
Mstep: Class 8 contains 565 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 52300 members 
Mstep: Class 12 contains 22499 members 
Mstep: Class 13 contains 39908 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 5736 members 
Mstep: Class 16 contains 2214 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 35271 members 
Mstep: Class 19 contains 31128 members 
Mstep: Class 20 contains 27910 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106621 members 
Mstep: Class 23 contains 14286 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 25564 members 
Mstep: Class 26 contains 9080 members 
Mstep: Class 27 contains 9342 members 
Mstep: Class 28 contains 3087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78809976.000000 Penalty: 56277.878906
Iteration 197Q: 29 clusters Score -7.880998e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 31423 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24573 members 
Mstep: Class 6 contains 35194 members 
Mstep: Class 7 contains 40409 members 
Mstep: Class 8 contains 565 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 52295 members 
Mstep: Class 12 contains 22499 members 
Mstep: Class 13 contains 39904 members 
Mstep: Class 14 contains 2096 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 35266 members 
Mstep: Class 19 contains 31129 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106626 members 
Mstep: Class 23 contains 14293 members 
Mstep: Class 24 contains 10205 members 
Mstep: Class 25 contains 25567 members 
Mstep: Class 26 contains 9092 members 
Mstep: Class 27 contains 9339 members 
Mstep: Class 28 contains 3092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78810016.000000 Penalty: 56277.878906
Iteration 198Q: 29 clusters Score -7.881002e+07 nChanged 46
Entering ConstructFrom: 
Score: -78810016.000000 Penalty: 56277.878906
Entering ConstructFrom: 
Trying to split cluster 1 (93944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Entering Unmasked Estep 
Score: -10384729.000000 Penalty: 1703.827515
	Iteration 0F: 2 clusters Score -1.038473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -10323115.000000 Penalty: 3407.655029
	Iteration 0F: 3 clusters Score -1.032312e+07 nChanged 44299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -10348906.000000 Penalty: 3407.655029
	Iteration 1F: 3 clusters Score -1.034891e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -10350508.000000 Penalty: 3407.655029
	Iteration 2Q: 3 clusters Score -1.035051e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -10352804.000000 Penalty: 3407.655029
	Iteration 3F: 3 clusters Score -1.03528e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -10356282.000000 Penalty: 3407.655029
	Iteration 4F: 3 clusters Score -1.035628e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -10361195.000000 Penalty: 3407.655029
	Iteration 5F: 3 clusters Score -1.03612e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -10367405.000000 Penalty: 3407.655029
	Iteration 6F: 3 clusters Score -1.03674e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 81819 members 
Entering Unmasked Estep 
Score: -10373524.000000 Penalty: 3407.655029
	Iteration 7F: 3 clusters Score -1.037352e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -10378057.000000 Penalty: 3407.655029
	Iteration 8F: 3 clusters Score -1.037806e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -10380812.000000 Penalty: 3407.655029
	Iteration 9Q: 3 clusters Score -1.038081e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 91927 members 
Entering Unmasked Estep 
Score: -10382085.000000 Penalty: 3407.655029
	Iteration 10Q: 3 clusters Score -1.038208e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -10382705.000000 Penalty: 3407.655029
	Iteration 11Q: 3 clusters Score -1.03827e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -10383047.000000 Penalty: 3407.655029
	Iteration 12Q: 3 clusters Score -1.038305e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -10383209.000000 Penalty: 3407.655029
	Iteration 13Q: 3 clusters Score -1.038321e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -10383289.000000 Penalty: 3407.655029
	Iteration 14Q: 3 clusters Score -1.038329e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -10383346.000000 Penalty: 3407.655029
	Iteration 15Q: 3 clusters Score -1.038335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -10383370.000000 Penalty: 3407.655029
	Iteration 16Q: 3 clusters Score -1.038337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -10383373.000000 Penalty: 3407.655029
	Iteration 17Q: 3 clusters Score -1.038337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -10383385.000000 Penalty: 3407.655029
	Iteration 18Q: 3 clusters Score -1.038338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -10383395.000000 Penalty: 3407.655029
	Iteration 19Q: 3 clusters Score -1.03834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -10383399.000000 Penalty: 3407.655029
	Iteration 20F: 3 clusters Score -1.03834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 93481 members 
Entering Unmasked Estep 
Score: -10383415.000000 Penalty: 3407.655029
	Iteration 21Q: 3 clusters Score -1.038342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -10383419.000000 Penalty: 3407.655029
	Iteration 22Q: 3 clusters Score -1.038342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -10383411.000000 Penalty: 3407.655029
	Iteration 23Q: 3 clusters Score -1.038341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -10383421.000000 Penalty: 3407.655029
	Iteration 24Q: 3 clusters Score -1.038342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -10383417.000000 Penalty: 3407.655029
	Iteration 25Q: 3 clusters Score -1.038342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
Score: -10383413.000000 Penalty: 3407.655029
	Iteration 26Q: 3 clusters Score -1.038341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 93489 members 
Entering Unmasked Estep 
Score: -10383419.000000 Penalty: 3407.655029
	Iteration 27Q: 3 clusters Score -1.038342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -10383416.000000 Penalty: 3407.655029
	Iteration 28Q: 3 clusters Score -1.038342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -10383427.000000 Penalty: 3407.655029
	Iteration 29Q: 3 clusters Score -1.038343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -10383426.000000 Penalty: 3407.655029
	Iteration 30Q: 3 clusters Score -1.038343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -10383430.000000 Penalty: 3407.655029
	Iteration 31Q: 3 clusters Score -1.038343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -10383441.000000 Penalty: 3407.655029
	Iteration 32Q: 3 clusters Score -1.038344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -10383444.000000 Penalty: 3407.655029
	Iteration 33Q: 3 clusters Score -1.038344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -10383444.000000 Penalty: 3407.655029
	Iteration 34F: 3 clusters Score -1.038344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Entering Unmasked Estep 
Score: -3458359.750000 Penalty: 1540.872803
	Iteration 0F: 2 clusters Score -3458360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3437915.000000 Penalty: 3081.745605
	Iteration 0F: 3 clusters Score -3437915 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3445880.000000 Penalty: 3081.745605
	Iteration 1F: 3 clusters Score -3445880 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3446404.000000 Penalty: 3081.745605
	Iteration 2Q: 3 clusters Score -3446404 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3446907.250000 Penalty: 3081.745605
	Iteration 3Q: 3 clusters Score -3446907 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3447303.000000 Penalty: 3081.745605
	Iteration 4Q: 3 clusters Score -3447303 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3447644.250000 Penalty: 3081.745605
	Iteration 5Q: 3 clusters Score -3447644 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3447968.250000 Penalty: 3081.745605
	Iteration 6Q: 3 clusters Score -3447968 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3448223.000000 Penalty: 3081.745605
	Iteration 7Q: 3 clusters Score -3448223 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3448498.000000 Penalty: 3081.745605
	Iteration 8Q: 3 clusters Score -3448498 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3448706.750000 Penalty: 3081.745605
	Iteration 9Q: 3 clusters Score -3448707 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3448911.250000 Penalty: 3081.745605
	Iteration 10Q: 3 clusters Score -3448911 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3449111.750000 Penalty: 3081.745605
	Iteration 11Q: 3 clusters Score -3449112 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -3449316.750000 Penalty: 3081.745605
	Iteration 12Q: 3 clusters Score -3449317 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3449533.750000 Penalty: 3081.745605
	Iteration 13Q: 3 clusters Score -3449534 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3449777.500000 Penalty: 3081.745605
	Iteration 14Q: 3 clusters Score -3449778 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3450063.500000 Penalty: 3081.745605
	Iteration 15Q: 3 clusters Score -3450064 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3450394.500000 Penalty: 3081.745605
	Iteration 16Q: 3 clusters Score -3450394 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3450791.250000 Penalty: 3081.745605
	Iteration 17Q: 3 clusters Score -3450791 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -3451316.750000 Penalty: 3081.745605
	Iteration 18Q: 3 clusters Score -3451317 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3452074.000000 Penalty: 3081.745605
	Iteration 19Q: 3 clusters Score -3452074 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3453060.250000 Penalty: 3081.745605
	Iteration 20F: 3 clusters Score -3453060 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -3454181.000000 Penalty: 3081.745605
	Iteration 21Q: 3 clusters Score -3454181 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3455239.250000 Penalty: 3081.745605
	Iteration 22Q: 3 clusters Score -3455239 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3456018.500000 Penalty: 3081.745605
	Iteration 23Q: 3 clusters Score -3456018 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3456458.750000 Penalty: 3081.745605
	Iteration 24Q: 3 clusters Score -3456459 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3456745.500000 Penalty: 3081.745605
	Iteration 25Q: 3 clusters Score -3456746 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3456902.500000 Penalty: 3081.745605
	Iteration 26Q: 3 clusters Score -3456902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3457011.250000 Penalty: 3081.745605
	Iteration 27Q: 3 clusters Score -3457011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3457074.500000 Penalty: 3081.745605
	Iteration 28Q: 3 clusters Score -3457074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3457151.750000 Penalty: 3081.745605
	Iteration 29Q: 3 clusters Score -3457152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3457322.750000 Penalty: 3081.745605
	Iteration 30Q: 3 clusters Score -3457323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3457559.500000 Penalty: 3081.745605
	Iteration 31Q: 3 clusters Score -3457560 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3457653.250000 Penalty: 3081.745605
	Iteration 32Q: 3 clusters Score -3457653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3457730.250000 Penalty: 3081.745605
	Iteration 33Q: 3 clusters Score -3457730 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3457800.000000 Penalty: 3081.745605
	Iteration 34Q: 3 clusters Score -3457800 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3457852.750000 Penalty: 3081.745605
	Iteration 35Q: 3 clusters Score -3457853 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3457890.750000 Penalty: 3081.745605
	Iteration 36Q: 3 clusters Score -3457891 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3457946.000000 Penalty: 3081.745605
	Iteration 37Q: 3 clusters Score -3457946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3457978.500000 Penalty: 3081.745605
	Iteration 38Q: 3 clusters Score -3457978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3458021.750000 Penalty: 3081.745605
	Iteration 39Q: 3 clusters Score -3458022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3458059.500000 Penalty: 3081.745605
	Iteration 40F: 3 clusters Score -3458060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3458100.500000 Penalty: 3081.745605
	Iteration 41Q: 3 clusters Score -3458100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3458153.250000 Penalty: 3081.745605
	Iteration 42Q: 3 clusters Score -3458153 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3458198.750000 Penalty: 3081.745605
	Iteration 43Q: 3 clusters Score -3458199 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3458277.000000 Penalty: 3081.745605
	Iteration 44Q: 3 clusters Score -3458277 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3458387.250000 Penalty: 3081.745605
	Iteration 45Q: 3 clusters Score -3458387 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3458531.750000 Penalty: 3081.745605
	Iteration 46Q: 3 clusters Score -3458532 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3458727.250000 Penalty: 3081.745605
	Iteration 47Q: 3 clusters Score -3458727 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3458934.250000 Penalty: 3081.745605
	Iteration 48Q: 3 clusters Score -3458934 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3459227.250000 Penalty: 3081.745605
	Iteration 49Q: 3 clusters Score -3459227 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3459610.500000 Penalty: 3081.745605
	Iteration 50Q: 3 clusters Score -3459610 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3460177.750000 Penalty: 3081.745605
	Iteration 51Q: 3 clusters Score -3460178 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3460960.750000 Penalty: 3081.745605
	Iteration 52Q: 3 clusters Score -3460961 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3461939.500000 Penalty: 3081.745605
	Iteration 53Q: 3 clusters Score -3461940 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3462897.250000 Penalty: 3081.745605
	Iteration 54Q: 3 clusters Score -3462897 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3463543.500000 Penalty: 3081.745605
	Iteration 55Q: 3 clusters Score -3463544 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3463854.500000 Penalty: 3081.745605
	Iteration 56Q: 3 clusters Score -3463854 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3463980.750000 Penalty: 3081.745605
	Iteration 57Q: 3 clusters Score -3463981 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3464043.500000 Penalty: 3081.745605
	Iteration 58Q: 3 clusters Score -3464044 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3464062.000000 Penalty: 3081.745605
	Iteration 59Q: 3 clusters Score -3464062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3466381.500000 Penalty: 3081.745605
	Iteration 60F: 3 clusters Score -3466382 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3471836.750000 Penalty: 3081.745605
	Iteration 61F: 3 clusters Score -3471837 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3479003.750000 Penalty: 3081.745605
	Iteration 62F: 3 clusters Score -3479004 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3489094.500000 Penalty: 3081.745605
	Iteration 63Q: 3 clusters Score -3489094 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3494434.250000 Penalty: 3081.745605
	Iteration 64Q: 3 clusters Score -3494434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3494506.500000 Penalty: 3081.745605
	Iteration 65Q: 3 clusters Score -3494506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3494518.250000 Penalty: 3081.745605
	Iteration 66Q: 3 clusters Score -3494518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3494514.500000 Penalty: 3081.745605
	Iteration 67Q: 3 clusters Score -3494514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3494526.750000 Penalty: 3081.745605
	Iteration 68F: 3 clusters Score -3494527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3494530.750000 Penalty: 3081.745605
	Iteration 69Q: 3 clusters Score -3494531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3494530.750000 Penalty: 3081.745605
	Iteration 70F: 3 clusters Score -3494531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 14840 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24573 members 
Mstep: Class 6 contains 35195 members 
Mstep: Class 7 contains 40409 members 
Mstep: Class 8 contains 565 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 52298 members 
Mstep: Class 12 contains 22499 members 
Mstep: Class 13 contains 39898 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 35265 members 
Mstep: Class 19 contains 31127 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 51443 members 
Mstep: Class 22 contains 106630 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 25567 members 
Mstep: Class 26 contains 9099 members 
Mstep: Class 27 contains 9337 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 16584 members 
Entering Unmasked Estep 
Score: -78845304.000000 Penalty: 58287.800781
Splitting cluster 2 changes total score from -78810016.000000 to -78845304.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 3 (19201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Entering Unmasked Estep 
Score: -2145742.750000 Penalty: 1467.572388
	Iteration 0F: 2 clusters Score -2145743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2133210.000000 Penalty: 2935.144775
	Iteration 0F: 3 clusters Score -2133210 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2138002.750000 Penalty: 2935.144775
	Iteration 1F: 3 clusters Score -2138003 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2138618.750000 Penalty: 2935.144775
	Iteration 2F: 3 clusters Score -2138619 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2139200.000000 Penalty: 2935.144775
	Iteration 3F: 3 clusters Score -2139200 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2139731.000000 Penalty: 2935.144775
	Iteration 4F: 3 clusters Score -2139731 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2140195.500000 Penalty: 2935.144775
	Iteration 5F: 3 clusters Score -2140196 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2140664.250000 Penalty: 2935.144775
	Iteration 6Q: 3 clusters Score -2140664 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2141131.250000 Penalty: 2935.144775
	Iteration 7Q: 3 clusters Score -2141131 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2141561.500000 Penalty: 2935.144775
	Iteration 8Q: 3 clusters Score -2141562 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2141977.500000 Penalty: 2935.144775
	Iteration 9Q: 3 clusters Score -2141978 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2142389.250000 Penalty: 2935.144775
	Iteration 10Q: 3 clusters Score -2142389 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2142821.250000 Penalty: 2935.144775
	Iteration 11Q: 3 clusters Score -2142821 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2143261.750000 Penalty: 2935.144775
	Iteration 12Q: 3 clusters Score -2143262 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2143621.000000 Penalty: 2935.144775
	Iteration 13Q: 3 clusters Score -2143621 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2143943.750000 Penalty: 2935.144775
	Iteration 14Q: 3 clusters Score -2143944 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2144171.000000 Penalty: 2935.144775
	Iteration 15Q: 3 clusters Score -2144171 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2144341.500000 Penalty: 2935.144775
	Iteration 16Q: 3 clusters Score -2144342 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2144438.250000 Penalty: 2935.144775
	Iteration 17Q: 3 clusters Score -2144438 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2144501.750000 Penalty: 2935.144775
	Iteration 18Q: 3 clusters Score -2144502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2144552.750000 Penalty: 2935.144775
	Iteration 19Q: 3 clusters Score -2144553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2144582.750000 Penalty: 2935.144775
	Iteration 20F: 3 clusters Score -2144583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2144596.000000 Penalty: 2935.144775
	Iteration 21Q: 3 clusters Score -2144596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2144608.750000 Penalty: 2935.144775
	Iteration 22Q: 3 clusters Score -2144609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2144627.500000 Penalty: 2935.144775
	Iteration 23Q: 3 clusters Score -2144628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2144653.500000 Penalty: 2935.144775
	Iteration 24Q: 3 clusters Score -2144654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2144671.000000 Penalty: 2935.144775
	Iteration 25Q: 3 clusters Score -2144671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2144677.750000 Penalty: 2935.144775
	Iteration 26Q: 3 clusters Score -2144678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2144683.250000 Penalty: 2935.144775
	Iteration 27Q: 3 clusters Score -2144683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2144686.000000 Penalty: 2935.144775
	Iteration 28Q: 3 clusters Score -2144686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2144687.750000 Penalty: 2935.144775
	Iteration 29Q: 3 clusters Score -2144688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2144693.250000 Penalty: 2935.144775
	Iteration 30Q: 3 clusters Score -2144693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2144696.000000 Penalty: 2935.144775
	Iteration 31Q: 3 clusters Score -2144696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2144700.250000 Penalty: 2935.144775
	Iteration 32Q: 3 clusters Score -2144700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2144701.500000 Penalty: 2935.144775
	Iteration 33Q: 3 clusters Score -2144702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2144705.500000 Penalty: 2935.144775
	Iteration 34Q: 3 clusters Score -2144706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2144708.000000 Penalty: 2935.144775
	Iteration 35Q: 3 clusters Score -2144708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2144710.750000 Penalty: 2935.144775
	Iteration 36Q: 3 clusters Score -2144711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2144709.500000 Penalty: 2935.144775
	Iteration 37Q: 3 clusters Score -2144710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2144712.500000 Penalty: 2935.144775
	Iteration 38Q: 3 clusters Score -2144712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2144711.250000 Penalty: 2935.144775
	Iteration 39Q: 3 clusters Score -2144711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2144711.250000 Penalty: 2935.144775
	Iteration 40F: 3 clusters Score -2144711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Entering Unmasked Estep 
Score: -674701.375000 Penalty: 1286.096436
	Iteration 0F: 2 clusters Score -674701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -670556.250000 Penalty: 2572.192871
	Iteration 0F: 3 clusters Score -670556.2 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -671729.062500 Penalty: 2572.192871
	Iteration 1F: 3 clusters Score -671729.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -671939.500000 Penalty: 2572.192871
	Iteration 2F: 3 clusters Score -671939.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -672080.000000 Penalty: 2572.192871
	Iteration 3F: 3 clusters Score -672080 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -672178.375000 Penalty: 2572.192871
	Iteration 4Q: 3 clusters Score -672178.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -672256.375000 Penalty: 2572.192871
	Iteration 5Q: 3 clusters Score -672256.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -672324.812500 Penalty: 2572.192871
	Iteration 6Q: 3 clusters Score -672324.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -672380.812500 Penalty: 2572.192871
	Iteration 7Q: 3 clusters Score -672380.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -672425.875000 Penalty: 2572.192871
	Iteration 8Q: 3 clusters Score -672425.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -672478.625000 Penalty: 2572.192871
	Iteration 9Q: 3 clusters Score -672478.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -672516.625000 Penalty: 2572.192871
	Iteration 10Q: 3 clusters Score -672516.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -672550.000000 Penalty: 2572.192871
	Iteration 11Q: 3 clusters Score -672550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -672582.937500 Penalty: 2572.192871
	Iteration 12Q: 3 clusters Score -672582.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -672607.875000 Penalty: 2572.192871
	Iteration 13Q: 3 clusters Score -672607.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -672630.750000 Penalty: 2572.192871
	Iteration 14Q: 3 clusters Score -672630.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -672654.062500 Penalty: 2572.192871
	Iteration 15Q: 3 clusters Score -672654.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -672675.312500 Penalty: 2572.192871
	Iteration 16Q: 3 clusters Score -672675.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -672692.375000 Penalty: 2572.192871
	Iteration 17Q: 3 clusters Score -672692.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -672711.562500 Penalty: 2572.192871
	Iteration 18Q: 3 clusters Score -672711.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -672728.125000 Penalty: 2572.192871
	Iteration 19Q: 3 clusters Score -672728.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -672736.562500 Penalty: 2572.192871
	Iteration 20F: 3 clusters Score -672736.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -672747.437500 Penalty: 2572.192871
	Iteration 21Q: 3 clusters Score -672747.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -672757.687500 Penalty: 2572.192871
	Iteration 22Q: 3 clusters Score -672757.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -672766.812500 Penalty: 2572.192871
	Iteration 23Q: 3 clusters Score -672766.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -672776.375000 Penalty: 2572.192871
	Iteration 24Q: 3 clusters Score -672776.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -672787.312500 Penalty: 2572.192871
	Iteration 25Q: 3 clusters Score -672787.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -672799.187500 Penalty: 2572.192871
	Iteration 26Q: 3 clusters Score -672799.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -672814.812500 Penalty: 2572.192871
	Iteration 27Q: 3 clusters Score -672814.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -672827.937500 Penalty: 2572.192871
	Iteration 28Q: 3 clusters Score -672827.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -672843.000000 Penalty: 2572.192871
	Iteration 29Q: 3 clusters Score -672843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -672856.875000 Penalty: 2572.192871
	Iteration 30Q: 3 clusters Score -672856.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -672873.312500 Penalty: 2572.192871
	Iteration 31Q: 3 clusters Score -672873.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -672896.875000 Penalty: 2572.192871
	Iteration 32Q: 3 clusters Score -672896.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -672929.875000 Penalty: 2572.192871
	Iteration 33Q: 3 clusters Score -672929.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -672964.437500 Penalty: 2572.192871
	Iteration 34Q: 3 clusters Score -672964.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -672997.312500 Penalty: 2572.192871
	Iteration 35Q: 3 clusters Score -672997.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -673024.250000 Penalty: 2572.192871
	Iteration 36Q: 3 clusters Score -673024.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -673051.000000 Penalty: 2572.192871
	Iteration 37Q: 3 clusters Score -673051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -673078.625000 Penalty: 2572.192871
	Iteration 38Q: 3 clusters Score -673078.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -673110.500000 Penalty: 2572.192871
	Iteration 39Q: 3 clusters Score -673110.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -673141.937500 Penalty: 2572.192871
	Iteration 40F: 3 clusters Score -673141.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -673169.187500 Penalty: 2572.192871
	Iteration 41Q: 3 clusters Score -673169.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -673193.000000 Penalty: 2572.192871
	Iteration 42Q: 3 clusters Score -673193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -673216.187500 Penalty: 2572.192871
	Iteration 43Q: 3 clusters Score -673216.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -673244.437500 Penalty: 2572.192871
	Iteration 44Q: 3 clusters Score -673244.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -673281.312500 Penalty: 2572.192871
	Iteration 45Q: 3 clusters Score -673281.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -673306.312500 Penalty: 2572.192871
	Iteration 46Q: 3 clusters Score -673306.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -673327.000000 Penalty: 2572.192871
	Iteration 47Q: 3 clusters Score -673327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -673344.562500 Penalty: 2572.192871
	Iteration 48Q: 3 clusters Score -673344.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -673360.062500 Penalty: 2572.192871
	Iteration 49Q: 3 clusters Score -673360.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -673376.250000 Penalty: 2572.192871
	Iteration 50Q: 3 clusters Score -673376.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -673393.000000 Penalty: 2572.192871
	Iteration 51Q: 3 clusters Score -673393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -673414.125000 Penalty: 2572.192871
	Iteration 52Q: 3 clusters Score -673414.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -673433.937500 Penalty: 2572.192871
	Iteration 53Q: 3 clusters Score -673433.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -673451.250000 Penalty: 2572.192871
	Iteration 54Q: 3 clusters Score -673451.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -673466.187500 Penalty: 2572.192871
	Iteration 55Q: 3 clusters Score -673466.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -673480.812500 Penalty: 2572.192871
	Iteration 56Q: 3 clusters Score -673480.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -673497.625000 Penalty: 2572.192871
	Iteration 57Q: 3 clusters Score -673497.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -673520.375000 Penalty: 2572.192871
	Iteration 58Q: 3 clusters Score -673520.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -673551.625000 Penalty: 2572.192871
	Iteration 59Q: 3 clusters Score -673551.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -673570.125000 Penalty: 2572.192871
	Iteration 60F: 3 clusters Score -673570.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -673582.875000 Penalty: 2572.192871
	Iteration 61Q: 3 clusters Score -673582.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -673593.625000 Penalty: 2572.192871
	Iteration 62Q: 3 clusters Score -673593.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -673600.312500 Penalty: 2572.192871
	Iteration 63Q: 3 clusters Score -673600.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -673608.937500 Penalty: 2572.192871
	Iteration 64Q: 3 clusters Score -673608.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -673614.312500 Penalty: 2572.192871
	Iteration 65Q: 3 clusters Score -673614.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -673617.750000 Penalty: 2572.192871
	Iteration 66Q: 3 clusters Score -673617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -673621.500000 Penalty: 2572.192871
	Iteration 67Q: 3 clusters Score -673621.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -673626.437500 Penalty: 2572.192871
	Iteration 68Q: 3 clusters Score -673626.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -673629.000000 Penalty: 2572.192871
	Iteration 69Q: 3 clusters Score -673629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -673631.250000 Penalty: 2572.192871
	Iteration 70Q: 3 clusters Score -673631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -673633.125000 Penalty: 2572.192871
	Iteration 71Q: 3 clusters Score -673633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -673634.625000 Penalty: 2572.192871
	Iteration 72Q: 3 clusters Score -673634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -673638.500000 Penalty: 2572.192871
	Iteration 73Q: 3 clusters Score -673638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -673640.625000 Penalty: 2572.192871
	Iteration 74Q: 3 clusters Score -673640.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -673642.812500 Penalty: 2572.192871
	Iteration 75Q: 3 clusters Score -673642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -673646.187500 Penalty: 2572.192871
	Iteration 76Q: 3 clusters Score -673646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -673647.375000 Penalty: 2572.192871
	Iteration 77Q: 3 clusters Score -673647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -673649.500000 Penalty: 2572.192871
	Iteration 78Q: 3 clusters Score -673649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -673648.562500 Penalty: 2572.192871
	Iteration 79Q: 3 clusters Score -673648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -673648.562500 Penalty: 2572.192871
	Iteration 80F: 3 clusters Score -673648.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Entering Unmasked Estep 
Score: -2753232.000000 Penalty: 1504.279297
	Iteration 0F: 2 clusters Score -2753232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2737126.000000 Penalty: 3008.558594
	Iteration 0F: 3 clusters Score -2737126 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2743132.000000 Penalty: 3008.558594
	Iteration 1F: 3 clusters Score -2743132 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2743541.250000 Penalty: 3008.558594
	Iteration 2Q: 3 clusters Score -2743541 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2743902.500000 Penalty: 3008.558594
	Iteration 3Q: 3 clusters Score -2743902 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2744185.250000 Penalty: 3008.558594
	Iteration 4Q: 3 clusters Score -2744185 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2744460.750000 Penalty: 3008.558594
	Iteration 5Q: 3 clusters Score -2744461 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2744691.000000 Penalty: 3008.558594
	Iteration 6Q: 3 clusters Score -2744691 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2744891.750000 Penalty: 3008.558594
	Iteration 7Q: 3 clusters Score -2744892 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2745097.750000 Penalty: 3008.558594
	Iteration 8Q: 3 clusters Score -2745098 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2745314.250000 Penalty: 3008.558594
	Iteration 9Q: 3 clusters Score -2745314 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2745605.500000 Penalty: 3008.558594
	Iteration 10Q: 3 clusters Score -2745606 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2746028.500000 Penalty: 3008.558594
	Iteration 11Q: 3 clusters Score -2746028 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2746607.000000 Penalty: 3008.558594
	Iteration 12Q: 3 clusters Score -2746607 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2747368.750000 Penalty: 3008.558594
	Iteration 13F: 3 clusters Score -2747369 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2748293.250000 Penalty: 3008.558594
	Iteration 14F: 3 clusters Score -2748293 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2749232.500000 Penalty: 3008.558594
	Iteration 15F: 3 clusters Score -2749232 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2750089.000000 Penalty: 3008.558594
	Iteration 16Q: 3 clusters Score -2750089 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2750781.250000 Penalty: 3008.558594
	Iteration 17Q: 3 clusters Score -2750781 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2751300.500000 Penalty: 3008.558594
	Iteration 18Q: 3 clusters Score -2751300 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2751592.750000 Penalty: 3008.558594
	Iteration 19Q: 3 clusters Score -2751593 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2751804.500000 Penalty: 3008.558594
	Iteration 20F: 3 clusters Score -2751804 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2751920.500000 Penalty: 3008.558594
	Iteration 21Q: 3 clusters Score -2751920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2751970.500000 Penalty: 3008.558594
	Iteration 22Q: 3 clusters Score -2751970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2752007.000000 Penalty: 3008.558594
	Iteration 23Q: 3 clusters Score -2752007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2752024.750000 Penalty: 3008.558594
	Iteration 24Q: 3 clusters Score -2752025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2752043.750000 Penalty: 3008.558594
	Iteration 25Q: 3 clusters Score -2752044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -2752060.000000 Penalty: 3008.558594
	Iteration 26Q: 3 clusters Score -2752060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -2752077.750000 Penalty: 3008.558594
	Iteration 27Q: 3 clusters Score -2752078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -2752091.500000 Penalty: 3008.558594
	Iteration 28Q: 3 clusters Score -2752092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2752099.750000 Penalty: 3008.558594
	Iteration 29Q: 3 clusters Score -2752100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -2752104.000000 Penalty: 3008.558594
	Iteration 30Q: 3 clusters Score -2752104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -2752104.000000 Penalty: 3008.558594
	Iteration 31F: 3 clusters Score -2752104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Entering Unmasked Estep 
Score: -3931597.000000 Penalty: 1557.736572
	Iteration 0F: 2 clusters Score -3931597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3908648.500000 Penalty: 3115.473145
	Iteration 0F: 3 clusters Score -3908648 nChanged 16051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3917545.250000 Penalty: 3115.473145
	Iteration 1F: 3 clusters Score -3917545 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3918131.750000 Penalty: 3115.473145
	Iteration 2Q: 3 clusters Score -3918132 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3918708.250000 Penalty: 3115.473145
	Iteration 3Q: 3 clusters Score -3918708 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3919343.000000 Penalty: 3115.473145
	Iteration 4Q: 3 clusters Score -3919343 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3920076.750000 Penalty: 3115.473145
	Iteration 5Q: 3 clusters Score -3920077 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3921011.750000 Penalty: 3115.473145
	Iteration 6F: 3 clusters Score -3921012 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3922159.500000 Penalty: 3115.473145
	Iteration 7F: 3 clusters Score -3922160 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3923435.500000 Penalty: 3115.473145
	Iteration 8F: 3 clusters Score -3923436 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -3924769.250000 Penalty: 3115.473145
	Iteration 9F: 3 clusters Score -3924769 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3926154.750000 Penalty: 3115.473145
	Iteration 10F: 3 clusters Score -3926155 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3927505.250000 Penalty: 3115.473145
	Iteration 11Q: 3 clusters Score -3927505 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3928617.250000 Penalty: 3115.473145
	Iteration 12Q: 3 clusters Score -3928617 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3929329.750000 Penalty: 3115.473145
	Iteration 13Q: 3 clusters Score -3929330 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3929780.750000 Penalty: 3115.473145
	Iteration 14Q: 3 clusters Score -3929781 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3930050.250000 Penalty: 3115.473145
	Iteration 15Q: 3 clusters Score -3930050 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3930182.000000 Penalty: 3115.473145
	Iteration 16Q: 3 clusters Score -3930182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3930276.250000 Penalty: 3115.473145
	Iteration 17Q: 3 clusters Score -3930276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3930325.750000 Penalty: 3115.473145
	Iteration 18Q: 3 clusters Score -3930326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3930370.500000 Penalty: 3115.473145
	Iteration 19Q: 3 clusters Score -3930370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3930392.000000 Penalty: 3115.473145
	Iteration 20F: 3 clusters Score -3930392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3930416.000000 Penalty: 3115.473145
	Iteration 21Q: 3 clusters Score -3930416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3930433.250000 Penalty: 3115.473145
	Iteration 22Q: 3 clusters Score -3930433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3930438.000000 Penalty: 3115.473145
	Iteration 23Q: 3 clusters Score -3930438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3930445.750000 Penalty: 3115.473145
	Iteration 24Q: 3 clusters Score -3930446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3930452.000000 Penalty: 3115.473145
	Iteration 25Q: 3 clusters Score -3930452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3930453.750000 Penalty: 3115.473145
	Iteration 26Q: 3 clusters Score -3930454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3930460.250000 Penalty: 3115.473145
	Iteration 27Q: 3 clusters Score -3930460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3930464.250000 Penalty: 3115.473145
	Iteration 28Q: 3 clusters Score -3930464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3930467.000000 Penalty: 3115.473145
	Iteration 29Q: 3 clusters Score -3930467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3930469.250000 Penalty: 3115.473145
	Iteration 30Q: 3 clusters Score -3930469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3930467.750000 Penalty: 3115.473145
	Iteration 31Q: 3 clusters Score -3930468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3930467.750000 Penalty: 3115.473145
	Iteration 32F: 3 clusters Score -3930468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Entering Unmasked Estep 
Score: -4454796.500000 Penalty: 1578.292969
	Iteration 0F: 2 clusters Score -4454796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4428374.500000 Penalty: 3156.585938
	Iteration 0F: 3 clusters Score -4428374 nChanged 18536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4438784.500000 Penalty: 3156.585938
	Iteration 1F: 3 clusters Score -4438784 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4439331.000000 Penalty: 3156.585938
	Iteration 2Q: 3 clusters Score -4439331 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4439944.000000 Penalty: 3156.585938
	Iteration 3Q: 3 clusters Score -4439944 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4440513.500000 Penalty: 3156.585938
	Iteration 4Q: 3 clusters Score -4440514 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4441130.500000 Penalty: 3156.585938
	Iteration 5Q: 3 clusters Score -4441130 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4441810.500000 Penalty: 3156.585938
	Iteration 6Q: 3 clusters Score -4441810 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -4442603.000000 Penalty: 3156.585938
	Iteration 7Q: 3 clusters Score -4442603 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4443484.000000 Penalty: 3156.585938
	Iteration 8Q: 3 clusters Score -4443484 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4444496.000000 Penalty: 3156.585938
	Iteration 9Q: 3 clusters Score -4444496 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -4445634.500000 Penalty: 3156.585938
	Iteration 10F: 3 clusters Score -4445634 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4447033.000000 Penalty: 3156.585938
	Iteration 11F: 3 clusters Score -4447033 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4448540.500000 Penalty: 3156.585938
	Iteration 12F: 3 clusters Score -4448540 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4450135.500000 Penalty: 3156.585938
	Iteration 13Q: 3 clusters Score -4450136 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4451448.500000 Penalty: 3156.585938
	Iteration 14Q: 3 clusters Score -4451448 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4452403.000000 Penalty: 3156.585938
	Iteration 15Q: 3 clusters Score -4452403 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4452924.000000 Penalty: 3156.585938
	Iteration 16Q: 3 clusters Score -4452924 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4453215.000000 Penalty: 3156.585938
	Iteration 17Q: 3 clusters Score -4453215 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4453381.500000 Penalty: 3156.585938
	Iteration 18Q: 3 clusters Score -4453382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4453454.500000 Penalty: 3156.585938
	Iteration 19Q: 3 clusters Score -4453454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4453480.000000 Penalty: 3156.585938
	Iteration 20F: 3 clusters Score -4453480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4453492.500000 Penalty: 3156.585938
	Iteration 21Q: 3 clusters Score -4453492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4453512.500000 Penalty: 3156.585938
	Iteration 22Q: 3 clusters Score -4453512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4453518.000000 Penalty: 3156.585938
	Iteration 23Q: 3 clusters Score -4453518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4453526.500000 Penalty: 3156.585938
	Iteration 24Q: 3 clusters Score -4453526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4453524.500000 Penalty: 3156.585938
	Iteration 25Q: 3 clusters Score -4453524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4453525.500000 Penalty: 3156.585938
	Iteration 26Q: 3 clusters Score -4453526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4453526.000000 Penalty: 3156.585938
	Iteration 27Q: 3 clusters Score -4453526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4453524.500000 Penalty: 3156.585938
	Iteration 28Q: 3 clusters Score -4453524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4453524.500000 Penalty: 3156.585938
	Iteration 29F: 3 clusters Score -4453524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -57155.714844 Penalty: 942.919678
	Iteration 0F: 2 clusters Score -57155.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56202.894531 Penalty: 1885.839355
	Iteration 0F: 3 clusters Score -56202.89 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56437.750000 Penalty: 1885.839355
	Iteration 1F: 3 clusters Score -56437.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56535.632812 Penalty: 1885.839355
	Iteration 2F: 3 clusters Score -56535.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -56577.125000 Penalty: 1885.839355
	Iteration 3Q: 3 clusters Score -56577.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56608.996094 Penalty: 1885.839355
	Iteration 4Q: 3 clusters Score -56609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56630.148438 Penalty: 1885.839355
	Iteration 5Q: 3 clusters Score -56630.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56645.066406 Penalty: 1885.839355
	Iteration 6Q: 3 clusters Score -56645.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -56657.437500 Penalty: 1885.839355
	Iteration 7Q: 3 clusters Score -56657.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56660.695312 Penalty: 1885.839355
	Iteration 8Q: 3 clusters Score -56660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56664.175781 Penalty: 1885.839355
	Iteration 9Q: 3 clusters Score -56664.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56666.902344 Penalty: 1885.839355
	Iteration 10Q: 3 clusters Score -56666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56669.156250 Penalty: 1885.839355
	Iteration 11Q: 3 clusters Score -56669.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56669.156250 Penalty: 1885.839355
	Iteration 12F: 3 clusters Score -56669.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Entering Unmasked Estep 
Score: -1711381.875000 Penalty: 1433.593506
	Iteration 0F: 2 clusters Score -1711382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1701263.500000 Penalty: 2867.187012
	Iteration 0F: 3 clusters Score -1701264 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1704709.250000 Penalty: 2867.187012
	Iteration 1F: 3 clusters Score -1704709 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1705092.250000 Penalty: 2867.187012
	Iteration 2F: 3 clusters Score -1705092 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1705358.250000 Penalty: 2867.187012
	Iteration 3Q: 3 clusters Score -1705358 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1705559.125000 Penalty: 2867.187012
	Iteration 4Q: 3 clusters Score -1705559 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1705734.375000 Penalty: 2867.187012
	Iteration 5Q: 3 clusters Score -1705734 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1705924.375000 Penalty: 2867.187012
	Iteration 6Q: 3 clusters Score -1705924 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1706126.000000 Penalty: 2867.187012
	Iteration 7Q: 3 clusters Score -1706126 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1706401.625000 Penalty: 2867.187012
	Iteration 8Q: 3 clusters Score -1706402 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1706804.875000 Penalty: 2867.187012
	Iteration 9Q: 3 clusters Score -1706805 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1707340.750000 Penalty: 2867.187012
	Iteration 10F: 3 clusters Score -1707341 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1707984.125000 Penalty: 2867.187012
	Iteration 11F: 3 clusters Score -1707984 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1708587.250000 Penalty: 2867.187012
	Iteration 12F: 3 clusters Score -1708587 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1709104.250000 Penalty: 2867.187012
	Iteration 13Q: 3 clusters Score -1709104 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1709463.125000 Penalty: 2867.187012
	Iteration 14Q: 3 clusters Score -1709463 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1709712.125000 Penalty: 2867.187012
	Iteration 15Q: 3 clusters Score -1709712 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1709905.000000 Penalty: 2867.187012
	Iteration 16Q: 3 clusters Score -1709905 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1710037.625000 Penalty: 2867.187012
	Iteration 17Q: 3 clusters Score -1710038 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1710126.375000 Penalty: 2867.187012
	Iteration 18Q: 3 clusters Score -1710126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1710184.875000 Penalty: 2867.187012
	Iteration 19Q: 3 clusters Score -1710185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1710223.500000 Penalty: 2867.187012
	Iteration 20F: 3 clusters Score -1710224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1710254.125000 Penalty: 2867.187012
	Iteration 21Q: 3 clusters Score -1710254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1710277.250000 Penalty: 2867.187012
	Iteration 22Q: 3 clusters Score -1710277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1710297.625000 Penalty: 2867.187012
	Iteration 23Q: 3 clusters Score -1710298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1710313.500000 Penalty: 2867.187012
	Iteration 24Q: 3 clusters Score -1710314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1710322.625000 Penalty: 2867.187012
	Iteration 25Q: 3 clusters Score -1710323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1710326.250000 Penalty: 2867.187012
	Iteration 26Q: 3 clusters Score -1710326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1710330.125000 Penalty: 2867.187012
	Iteration 27Q: 3 clusters Score -1710330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1710335.750000 Penalty: 2867.187012
	Iteration 28Q: 3 clusters Score -1710336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1710343.250000 Penalty: 2867.187012
	Iteration 29Q: 3 clusters Score -1710343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1710344.375000 Penalty: 2867.187012
	Iteration 30Q: 3 clusters Score -1710344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1710345.500000 Penalty: 2867.187012
	Iteration 31Q: 3 clusters Score -1710346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1710345.500000 Penalty: 2867.187012
	Iteration 32F: 3 clusters Score -1710346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Entering Unmasked Estep 
Score: -2017451.125000 Penalty: 1458.719971
	Iteration 0F: 2 clusters Score -2017451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2005623.375000 Penalty: 2917.439941
	Iteration 0F: 3 clusters Score -2005623 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2009968.250000 Penalty: 2917.439941
	Iteration 1F: 3 clusters Score -2009968 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2010475.125000 Penalty: 2917.439941
	Iteration 2F: 3 clusters Score -2010475 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2010948.250000 Penalty: 2917.439941
	Iteration 3F: 3 clusters Score -2010948 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2011543.750000 Penalty: 2917.439941
	Iteration 4F: 3 clusters Score -2011544 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2012281.250000 Penalty: 2917.439941
	Iteration 5F: 3 clusters Score -2012281 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2013046.500000 Penalty: 2917.439941
	Iteration 6F: 3 clusters Score -2013046 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2013771.250000 Penalty: 2917.439941
	Iteration 7F: 3 clusters Score -2013771 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2014339.000000 Penalty: 2917.439941
	Iteration 8F: 3 clusters Score -2014339 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2014824.000000 Penalty: 2917.439941
	Iteration 9Q: 3 clusters Score -2014824 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2015263.500000 Penalty: 2917.439941
	Iteration 10Q: 3 clusters Score -2015264 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2015601.875000 Penalty: 2917.439941
	Iteration 11Q: 3 clusters Score -2015602 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2015891.375000 Penalty: 2917.439941
	Iteration 12Q: 3 clusters Score -2015891 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2016098.750000 Penalty: 2917.439941
	Iteration 13Q: 3 clusters Score -2016099 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2016223.750000 Penalty: 2917.439941
	Iteration 14Q: 3 clusters Score -2016224 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2016319.750000 Penalty: 2917.439941
	Iteration 15Q: 3 clusters Score -2016320 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2016388.750000 Penalty: 2917.439941
	Iteration 16Q: 3 clusters Score -2016389 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2016450.500000 Penalty: 2917.439941
	Iteration 17Q: 3 clusters Score -2016450 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2016507.750000 Penalty: 2917.439941
	Iteration 18Q: 3 clusters Score -2016508 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2016552.250000 Penalty: 2917.439941
	Iteration 19Q: 3 clusters Score -2016552 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2016596.500000 Penalty: 2917.439941
	Iteration 20F: 3 clusters Score -2016596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2016624.000000 Penalty: 2917.439941
	Iteration 21Q: 3 clusters Score -2016624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2016651.875000 Penalty: 2917.439941
	Iteration 22Q: 3 clusters Score -2016652 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2016676.125000 Penalty: 2917.439941
	Iteration 23Q: 3 clusters Score -2016676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2016697.750000 Penalty: 2917.439941
	Iteration 24Q: 3 clusters Score -2016698 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2016718.500000 Penalty: 2917.439941
	Iteration 25Q: 3 clusters Score -2016718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2016729.500000 Penalty: 2917.439941
	Iteration 26Q: 3 clusters Score -2016730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2016738.250000 Penalty: 2917.439941
	Iteration 27Q: 3 clusters Score -2016738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2016747.125000 Penalty: 2917.439941
	Iteration 28Q: 3 clusters Score -2016747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2016753.500000 Penalty: 2917.439941
	Iteration 29Q: 3 clusters Score -2016754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2016764.750000 Penalty: 2917.439941
	Iteration 30Q: 3 clusters Score -2016765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2016764.625000 Penalty: 2917.439941
	Iteration 31Q: 3 clusters Score -2016765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2016773.750000 Penalty: 2917.439941
	Iteration 32Q: 3 clusters Score -2016774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2016782.750000 Penalty: 2917.439941
	Iteration 33Q: 3 clusters Score -2016783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2016782.500000 Penalty: 2917.439941
	Iteration 34Q: 3 clusters Score -2016782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2016784.000000 Penalty: 2917.439941
	Iteration 35Q: 3 clusters Score -2016784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2016792.875000 Penalty: 2917.439941
	Iteration 36Q: 3 clusters Score -2016793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2016797.375000 Penalty: 2917.439941
	Iteration 37Q: 3 clusters Score -2016797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2016802.750000 Penalty: 2917.439941
	Iteration 38Q: 3 clusters Score -2016803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2016803.250000 Penalty: 2917.439941
	Iteration 39Q: 3 clusters Score -2016803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2016810.375000 Penalty: 2917.439941
	Iteration 40F: 3 clusters Score -2016810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2016806.750000 Penalty: 2917.439941
	Iteration 41Q: 3 clusters Score -2016807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2016813.500000 Penalty: 2917.439941
	Iteration 42Q: 3 clusters Score -2016814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2016817.125000 Penalty: 2917.439941
	Iteration 43Q: 3 clusters Score -2016817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2016818.750000 Penalty: 2917.439941
	Iteration 44Q: 3 clusters Score -2016819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2016821.625000 Penalty: 2917.439941
	Iteration 45Q: 3 clusters Score -2016822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2016822.000000 Penalty: 2917.439941
	Iteration 46Q: 3 clusters Score -2016822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2016824.875000 Penalty: 2917.439941
	Iteration 47Q: 3 clusters Score -2016825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2016825.875000 Penalty: 2917.439941
	Iteration 48Q: 3 clusters Score -2016826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2016824.500000 Penalty: 2917.439941
	Iteration 49Q: 3 clusters Score -2016824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2016824.500000 Penalty: 2917.439941
	Iteration 50F: 3 clusters Score -2016824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Entering Unmasked Estep 
Score: -5680599.000000 Penalty: 1616.669434
	Iteration 0F: 2 clusters Score -5680599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -5646671.000000 Penalty: 3233.338867
	Iteration 0F: 3 clusters Score -5646671 nChanged 23976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -5659896.000000 Penalty: 3233.338867
	Iteration 1F: 3 clusters Score -5659896 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -5660788.000000 Penalty: 3233.338867
	Iteration 2Q: 3 clusters Score -5660788 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -5662044.500000 Penalty: 3233.338867
	Iteration 3F: 3 clusters Score -5662044 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -5663648.000000 Penalty: 3233.338867
	Iteration 4F: 3 clusters Score -5663648 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -5665800.000000 Penalty: 3233.338867
	Iteration 5F: 3 clusters Score -5665800 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -5668267.500000 Penalty: 3233.338867
	Iteration 6F: 3 clusters Score -5668268 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -5670875.000000 Penalty: 3233.338867
	Iteration 7F: 3 clusters Score -5670875 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -5673230.500000 Penalty: 3233.338867
	Iteration 8F: 3 clusters Score -5673230 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -5675186.000000 Penalty: 3233.338867
	Iteration 9F: 3 clusters Score -5675186 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -5676749.500000 Penalty: 3233.338867
	Iteration 10Q: 3 clusters Score -5676750 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -5677864.500000 Penalty: 3233.338867
	Iteration 11Q: 3 clusters Score -5677864 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -5678515.500000 Penalty: 3233.338867
	Iteration 12Q: 3 clusters Score -5678516 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -5678918.000000 Penalty: 3233.338867
	Iteration 13Q: 3 clusters Score -5678918 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -5679114.500000 Penalty: 3233.338867
	Iteration 14Q: 3 clusters Score -5679114 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -5679249.000000 Penalty: 3233.338867
	Iteration 15Q: 3 clusters Score -5679249 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -5679331.000000 Penalty: 3233.338867
	Iteration 16Q: 3 clusters Score -5679331 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -5679403.000000 Penalty: 3233.338867
	Iteration 17Q: 3 clusters Score -5679403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -5679430.000000 Penalty: 3233.338867
	Iteration 18Q: 3 clusters Score -5679430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -5679459.000000 Penalty: 3233.338867
	Iteration 19Q: 3 clusters Score -5679459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -5679460.500000 Penalty: 3233.338867
	Iteration 20F: 3 clusters Score -5679460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -5679475.000000 Penalty: 3233.338867
	Iteration 21Q: 3 clusters Score -5679475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -5679473.000000 Penalty: 3233.338867
	Iteration 22Q: 3 clusters Score -5679473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -5679495.000000 Penalty: 3233.338867
	Iteration 23Q: 3 clusters Score -5679495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -5679516.500000 Penalty: 3233.338867
	Iteration 24Q: 3 clusters Score -5679516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -5679530.500000 Penalty: 3233.338867
	Iteration 25Q: 3 clusters Score -5679530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -5679533.500000 Penalty: 3233.338867
	Iteration 26Q: 3 clusters Score -5679534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -5679533.500000 Penalty: 3233.338867
	Iteration 27Q: 3 clusters Score -5679534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -5679529.500000 Penalty: 3233.338867
	Iteration 28Q: 3 clusters Score -5679530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -5679529.000000 Penalty: 3233.338867
	Iteration 29Q: 3 clusters Score -5679529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -5679533.000000 Penalty: 3233.338867
	Iteration 30Q: 3 clusters Score -5679533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -5679534.000000 Penalty: 3233.338867
	Iteration 31Q: 3 clusters Score -5679534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -5679536.500000 Penalty: 3233.338867
	Iteration 32Q: 3 clusters Score -5679536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -5679541.000000 Penalty: 3233.338867
	Iteration 33Q: 3 clusters Score -5679541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -5679540.500000 Penalty: 3233.338867
	Iteration 34Q: 3 clusters Score -5679540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -5679539.000000 Penalty: 3233.338867
	Iteration 35Q: 3 clusters Score -5679539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -5679539.000000 Penalty: 3233.338867
	Iteration 36F: 3 clusters Score -5679539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Entering Unmasked Estep 
Score: -2273489.250000 Penalty: 1491.158447
	Iteration 0F: 2 clusters Score -2273489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2258683.000000 Penalty: 2982.316895
	Iteration 0F: 3 clusters Score -2258683 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2264193.750000 Penalty: 2982.316895
	Iteration 1F: 3 clusters Score -2264194 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2264599.500000 Penalty: 2982.316895
	Iteration 2F: 3 clusters Score -2264600 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2264924.500000 Penalty: 2982.316895
	Iteration 3Q: 3 clusters Score -2264924 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2265217.250000 Penalty: 2982.316895
	Iteration 4Q: 3 clusters Score -2265217 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2265446.500000 Penalty: 2982.316895
	Iteration 5Q: 3 clusters Score -2265446 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2265668.500000 Penalty: 2982.316895
	Iteration 6Q: 3 clusters Score -2265668 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2265868.000000 Penalty: 2982.316895
	Iteration 7Q: 3 clusters Score -2265868 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2266069.500000 Penalty: 2982.316895
	Iteration 8Q: 3 clusters Score -2266070 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2266334.250000 Penalty: 2982.316895
	Iteration 9Q: 3 clusters Score -2266334 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2266690.750000 Penalty: 2982.316895
	Iteration 10Q: 3 clusters Score -2266691 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2267142.750000 Penalty: 2982.316895
	Iteration 11Q: 3 clusters Score -2267143 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2267717.250000 Penalty: 2982.316895
	Iteration 12Q: 3 clusters Score -2267717 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2268479.500000 Penalty: 2982.316895
	Iteration 13F: 3 clusters Score -2268480 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2269378.750000 Penalty: 2982.316895
	Iteration 14F: 3 clusters Score -2269379 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2270366.000000 Penalty: 2982.316895
	Iteration 15F: 3 clusters Score -2270366 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2271159.500000 Penalty: 2982.316895
	Iteration 16Q: 3 clusters Score -2271160 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2271739.250000 Penalty: 2982.316895
	Iteration 17Q: 3 clusters Score -2271739 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2272130.250000 Penalty: 2982.316895
	Iteration 18Q: 3 clusters Score -2272130 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2272351.000000 Penalty: 2982.316895
	Iteration 19Q: 3 clusters Score -2272351 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2272480.250000 Penalty: 2982.316895
	Iteration 20F: 3 clusters Score -2272480 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2272574.500000 Penalty: 2982.316895
	Iteration 21Q: 3 clusters Score -2272574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2272643.750000 Penalty: 2982.316895
	Iteration 22Q: 3 clusters Score -2272644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2272671.750000 Penalty: 2982.316895
	Iteration 23Q: 3 clusters Score -2272672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2272680.750000 Penalty: 2982.316895
	Iteration 24Q: 3 clusters Score -2272681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2272683.500000 Penalty: 2982.316895
	Iteration 25Q: 3 clusters Score -2272684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2272685.500000 Penalty: 2982.316895
	Iteration 26Q: 3 clusters Score -2272686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2272690.000000 Penalty: 2982.316895
	Iteration 27Q: 3 clusters Score -2272690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2272691.000000 Penalty: 2982.316895
	Iteration 28Q: 3 clusters Score -2272691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2272688.750000 Penalty: 2982.316895
	Iteration 29Q: 3 clusters Score -2272689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2272688.750000 Penalty: 2982.316895
	Iteration 30F: 3 clusters Score -2272689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Entering Unmasked Estep 
Score: -4437261.000000 Penalty: 1576.399414
	Iteration 0F: 2 clusters Score -4437261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -4411041.000000 Penalty: 3152.798828
	Iteration 0F: 3 clusters Score -4411041 nChanged 18379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -4421341.000000 Penalty: 3152.798828
	Iteration 1F: 3 clusters Score -4421341 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -4422174.000000 Penalty: 3152.798828
	Iteration 2F: 3 clusters Score -4422174 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -4423072.500000 Penalty: 3152.798828
	Iteration 3F: 3 clusters Score -4423072 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4424197.500000 Penalty: 3152.798828
	Iteration 4F: 3 clusters Score -4424198 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4425696.500000 Penalty: 3152.798828
	Iteration 5F: 3 clusters Score -4425696 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4427575.000000 Penalty: 3152.798828
	Iteration 6F: 3 clusters Score -4427575 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4429690.500000 Penalty: 3152.798828
	Iteration 7F: 3 clusters Score -4429690 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4431714.000000 Penalty: 3152.798828
	Iteration 8F: 3 clusters Score -4431714 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4433310.000000 Penalty: 3152.798828
	Iteration 9Q: 3 clusters Score -4433310 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -4434442.500000 Penalty: 3152.798828
	Iteration 10Q: 3 clusters Score -4434442 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -4435084.000000 Penalty: 3152.798828
	Iteration 11Q: 3 clusters Score -4435084 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -4435465.500000 Penalty: 3152.798828
	Iteration 12Q: 3 clusters Score -4435466 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4435641.500000 Penalty: 3152.798828
	Iteration 13Q: 3 clusters Score -4435642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4435757.500000 Penalty: 3152.798828
	Iteration 14Q: 3 clusters Score -4435758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -4435830.500000 Penalty: 3152.798828
	Iteration 15Q: 3 clusters Score -4435830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -4435867.500000 Penalty: 3152.798828
	Iteration 16Q: 3 clusters Score -4435868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -4435904.000000 Penalty: 3152.798828
	Iteration 17Q: 3 clusters Score -4435904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -4435932.000000 Penalty: 3152.798828
	Iteration 18Q: 3 clusters Score -4435932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -4435956.500000 Penalty: 3152.798828
	Iteration 19Q: 3 clusters Score -4435956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -4435972.500000 Penalty: 3152.798828
	Iteration 20F: 3 clusters Score -4435972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -4435978.500000 Penalty: 3152.798828
	Iteration 21Q: 3 clusters Score -4435978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -4435979.500000 Penalty: 3152.798828
	Iteration 22Q: 3 clusters Score -4435980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -4435982.000000 Penalty: 3152.798828
	Iteration 23Q: 3 clusters Score -4435982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -4435987.500000 Penalty: 3152.798828
	Iteration 24Q: 3 clusters Score -4435988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4435988.500000 Penalty: 3152.798828
	Iteration 25Q: 3 clusters Score -4435988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -4435995.000000 Penalty: 3152.798828
	Iteration 26Q: 3 clusters Score -4435995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -4435994.000000 Penalty: 3152.798828
	Iteration 27Q: 3 clusters Score -4435994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -4435998.500000 Penalty: 3152.798828
	Iteration 28Q: 3 clusters Score -4435998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -4435998.500000 Penalty: 3152.798828
	Iteration 29F: 3 clusters Score -4435998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -208916.078125 Penalty: 1138.203369
	Iteration 0F: 2 clusters Score -208916.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -206972.406250 Penalty: 2276.406738
	Iteration 0F: 3 clusters Score -206972.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -207470.281250 Penalty: 2276.406738
	Iteration 1F: 3 clusters Score -207470.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -207596.203125 Penalty: 2276.406738
	Iteration 2F: 3 clusters Score -207596.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -207649.468750 Penalty: 2276.406738
	Iteration 3Q: 3 clusters Score -207649.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -207695.281250 Penalty: 2276.406738
	Iteration 4Q: 3 clusters Score -207695.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -207736.218750 Penalty: 2276.406738
	Iteration 5Q: 3 clusters Score -207736.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -207769.953125 Penalty: 2276.406738
	Iteration 6Q: 3 clusters Score -207770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -207806.453125 Penalty: 2276.406738
	Iteration 7Q: 3 clusters Score -207806.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -207868.406250 Penalty: 2276.406738
	Iteration 8Q: 3 clusters Score -207868.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -207924.765625 Penalty: 2276.406738
	Iteration 9Q: 3 clusters Score -207924.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -207969.468750 Penalty: 2276.406738
	Iteration 10Q: 3 clusters Score -207969.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -208007.687500 Penalty: 2276.406738
	Iteration 11Q: 3 clusters Score -208007.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -208035.734375 Penalty: 2276.406738
	Iteration 12Q: 3 clusters Score -208035.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -208053.578125 Penalty: 2276.406738
	Iteration 13Q: 3 clusters Score -208053.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -208063.812500 Penalty: 2276.406738
	Iteration 14Q: 3 clusters Score -208063.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -208074.046875 Penalty: 2276.406738
	Iteration 15Q: 3 clusters Score -208074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -208079.468750 Penalty: 2276.406738
	Iteration 16Q: 3 clusters Score -208079.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -208082.703125 Penalty: 2276.406738
	Iteration 17Q: 3 clusters Score -208082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -208085.218750 Penalty: 2276.406738
	Iteration 18Q: 3 clusters Score -208085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -208087.531250 Penalty: 2276.406738
	Iteration 19Q: 3 clusters Score -208087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -208089.843750 Penalty: 2276.406738
	Iteration 20F: 3 clusters Score -208089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -208092.875000 Penalty: 2276.406738
	Iteration 21Q: 3 clusters Score -208092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -208094.171875 Penalty: 2276.406738
	Iteration 22Q: 3 clusters Score -208094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -208094.375000 Penalty: 2276.406738
	Iteration 23Q: 3 clusters Score -208094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -208094.796875 Penalty: 2276.406738
	Iteration 24Q: 3 clusters Score -208094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -208094.765625 Penalty: 2276.406738
	Iteration 25Q: 3 clusters Score -208094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -208094.765625 Penalty: 2276.406738
	Iteration 26F: 3 clusters Score -208094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -685723.437500 Penalty: 1287.480591
	Iteration 0F: 2 clusters Score -685723.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -681534.937500 Penalty: 2574.961182
	Iteration 0F: 3 clusters Score -681534.9 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -682794.812500 Penalty: 2574.961182
	Iteration 1F: 3 clusters Score -682794.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -683036.750000 Penalty: 2574.961182
	Iteration 2F: 3 clusters Score -683036.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -683174.750000 Penalty: 2574.961182
	Iteration 3F: 3 clusters Score -683174.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -683264.312500 Penalty: 2574.961182
	Iteration 4Q: 3 clusters Score -683264.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -683330.625000 Penalty: 2574.961182
	Iteration 5Q: 3 clusters Score -683330.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -683369.937500 Penalty: 2574.961182
	Iteration 6Q: 3 clusters Score -683369.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -683403.187500 Penalty: 2574.961182
	Iteration 7Q: 3 clusters Score -683403.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -683433.937500 Penalty: 2574.961182
	Iteration 8Q: 3 clusters Score -683433.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -683461.750000 Penalty: 2574.961182
	Iteration 9Q: 3 clusters Score -683461.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -683482.750000 Penalty: 2574.961182
	Iteration 10Q: 3 clusters Score -683482.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -683499.687500 Penalty: 2574.961182
	Iteration 11Q: 3 clusters Score -683499.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -683519.937500 Penalty: 2574.961182
	Iteration 12Q: 3 clusters Score -683519.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -683544.000000 Penalty: 2574.961182
	Iteration 13Q: 3 clusters Score -683544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -683560.312500 Penalty: 2574.961182
	Iteration 14Q: 3 clusters Score -683560.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -683575.812500 Penalty: 2574.961182
	Iteration 15Q: 3 clusters Score -683575.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -683590.125000 Penalty: 2574.961182
	Iteration 16Q: 3 clusters Score -683590.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -683607.437500 Penalty: 2574.961182
	Iteration 17Q: 3 clusters Score -683607.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -683626.875000 Penalty: 2574.961182
	Iteration 18Q: 3 clusters Score -683626.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -683646.625000 Penalty: 2574.961182
	Iteration 19Q: 3 clusters Score -683646.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -683668.375000 Penalty: 2574.961182
	Iteration 20F: 3 clusters Score -683668.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -683690.062500 Penalty: 2574.961182
	Iteration 21Q: 3 clusters Score -683690.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -683714.375000 Penalty: 2574.961182
	Iteration 22Q: 3 clusters Score -683714.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -683738.750000 Penalty: 2574.961182
	Iteration 23Q: 3 clusters Score -683738.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -683761.250000 Penalty: 2574.961182
	Iteration 24Q: 3 clusters Score -683761.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -683793.562500 Penalty: 2574.961182
	Iteration 25Q: 3 clusters Score -683793.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -683833.500000 Penalty: 2574.961182
	Iteration 26Q: 3 clusters Score -683833.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -683870.500000 Penalty: 2574.961182
	Iteration 27Q: 3 clusters Score -683870.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -683914.500000 Penalty: 2574.961182
	Iteration 28Q: 3 clusters Score -683914.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -683955.187500 Penalty: 2574.961182
	Iteration 29Q: 3 clusters Score -683955.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -683987.187500 Penalty: 2574.961182
	Iteration 30Q: 3 clusters Score -683987.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -684030.187500 Penalty: 2574.961182
	Iteration 31Q: 3 clusters Score -684030.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -684078.125000 Penalty: 2574.961182
	Iteration 32Q: 3 clusters Score -684078.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -684111.812500 Penalty: 2574.961182
	Iteration 33Q: 3 clusters Score -684111.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -684151.937500 Penalty: 2574.961182
	Iteration 34Q: 3 clusters Score -684151.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -684190.750000 Penalty: 2574.961182
	Iteration 35Q: 3 clusters Score -684190.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -684233.625000 Penalty: 2574.961182
	Iteration 36Q: 3 clusters Score -684233.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -684279.062500 Penalty: 2574.961182
	Iteration 37Q: 3 clusters Score -684279.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -684328.187500 Penalty: 2574.961182
	Iteration 38Q: 3 clusters Score -684328.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -684375.687500 Penalty: 2574.961182
	Iteration 39Q: 3 clusters Score -684375.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -684414.437500 Penalty: 2574.961182
	Iteration 40F: 3 clusters Score -684414.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -684449.687500 Penalty: 2574.961182
	Iteration 41Q: 3 clusters Score -684449.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -684482.750000 Penalty: 2574.961182
	Iteration 42Q: 3 clusters Score -684482.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -684512.500000 Penalty: 2574.961182
	Iteration 43Q: 3 clusters Score -684512.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -684533.750000 Penalty: 2574.961182
	Iteration 44Q: 3 clusters Score -684533.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -684561.375000 Penalty: 2574.961182
	Iteration 45Q: 3 clusters Score -684561.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -684573.250000 Penalty: 2574.961182
	Iteration 46Q: 3 clusters Score -684573.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -684582.000000 Penalty: 2574.961182
	Iteration 47Q: 3 clusters Score -684582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -684592.250000 Penalty: 2574.961182
	Iteration 48Q: 3 clusters Score -684592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -684602.750000 Penalty: 2574.961182
	Iteration 49Q: 3 clusters Score -684602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -684609.687500 Penalty: 2574.961182
	Iteration 50Q: 3 clusters Score -684609.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -684617.500000 Penalty: 2574.961182
	Iteration 51Q: 3 clusters Score -684617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -684620.250000 Penalty: 2574.961182
	Iteration 52Q: 3 clusters Score -684620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -684623.000000 Penalty: 2574.961182
	Iteration 53Q: 3 clusters Score -684623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -684624.625000 Penalty: 2574.961182
	Iteration 54Q: 3 clusters Score -684624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -684629.687500 Penalty: 2574.961182
	Iteration 55Q: 3 clusters Score -684629.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -684635.500000 Penalty: 2574.961182
	Iteration 56Q: 3 clusters Score -684635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -684637.937500 Penalty: 2574.961182
	Iteration 57Q: 3 clusters Score -684637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -684639.250000 Penalty: 2574.961182
	Iteration 58Q: 3 clusters Score -684639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -684641.437500 Penalty: 2574.961182
	Iteration 59Q: 3 clusters Score -684641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -684642.812500 Penalty: 2574.961182
	Iteration 60F: 3 clusters Score -684642.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -231820.031250 Penalty: 1146.207520
	Iteration 0F: 2 clusters Score -231820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -229825.500000 Penalty: 2292.415039
	Iteration 0F: 3 clusters Score -229825.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -230326.609375 Penalty: 2292.415039
	Iteration 1F: 3 clusters Score -230326.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -230449.812500 Penalty: 2292.415039
	Iteration 2F: 3 clusters Score -230449.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -230514.703125 Penalty: 2292.415039
	Iteration 3Q: 3 clusters Score -230514.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -230562.390625 Penalty: 2292.415039
	Iteration 4Q: 3 clusters Score -230562.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -230594.937500 Penalty: 2292.415039
	Iteration 5Q: 3 clusters Score -230594.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -230623.515625 Penalty: 2292.415039
	Iteration 6Q: 3 clusters Score -230623.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -230657.796875 Penalty: 2292.415039
	Iteration 7Q: 3 clusters Score -230657.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -230688.765625 Penalty: 2292.415039
	Iteration 8Q: 3 clusters Score -230688.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -230728.984375 Penalty: 2292.415039
	Iteration 9Q: 3 clusters Score -230729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -230773.796875 Penalty: 2292.415039
	Iteration 10Q: 3 clusters Score -230773.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -230820.593750 Penalty: 2292.415039
	Iteration 11Q: 3 clusters Score -230820.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -230887.500000 Penalty: 2292.415039
	Iteration 12Q: 3 clusters Score -230887.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -230960.968750 Penalty: 2292.415039
	Iteration 13Q: 3 clusters Score -230961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -231032.375000 Penalty: 2292.415039
	Iteration 14Q: 3 clusters Score -231032.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -231088.562500 Penalty: 2292.415039
	Iteration 15Q: 3 clusters Score -231088.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -231140.531250 Penalty: 2292.415039
	Iteration 16Q: 3 clusters Score -231140.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -231187.843750 Penalty: 2292.415039
	Iteration 17Q: 3 clusters Score -231187.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231233.812500 Penalty: 2292.415039
	Iteration 18Q: 3 clusters Score -231233.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -231277.375000 Penalty: 2292.415039
	Iteration 19Q: 3 clusters Score -231277.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -231297.000000 Penalty: 2292.415039
	Iteration 20F: 3 clusters Score -231297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -231307.828125 Penalty: 2292.415039
	Iteration 21Q: 3 clusters Score -231307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231313.812500 Penalty: 2292.415039
	Iteration 22Q: 3 clusters Score -231313.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -231320.046875 Penalty: 2292.415039
	Iteration 23Q: 3 clusters Score -231320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231323.093750 Penalty: 2292.415039
	Iteration 24Q: 3 clusters Score -231323.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -231325.656250 Penalty: 2292.415039
	Iteration 25Q: 3 clusters Score -231325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -231326.937500 Penalty: 2292.415039
	Iteration 26Q: 3 clusters Score -231326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231329.187500 Penalty: 2292.415039
	Iteration 27Q: 3 clusters Score -231329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -231331.250000 Penalty: 2292.415039
	Iteration 28Q: 3 clusters Score -231331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -231333.140625 Penalty: 2292.415039
	Iteration 29Q: 3 clusters Score -231333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231336.531250 Penalty: 2292.415039
	Iteration 30Q: 3 clusters Score -231336.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231343.656250 Penalty: 2292.415039
	Iteration 31Q: 3 clusters Score -231343.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -231349.125000 Penalty: 2292.415039
	Iteration 32Q: 3 clusters Score -231349.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231354.140625 Penalty: 2292.415039
	Iteration 33Q: 3 clusters Score -231354.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -231359.234375 Penalty: 2292.415039
	Iteration 34Q: 3 clusters Score -231359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -231363.375000 Penalty: 2292.415039
	Iteration 35Q: 3 clusters Score -231363.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -231366.984375 Penalty: 2292.415039
	Iteration 36Q: 3 clusters Score -231367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -231370.484375 Penalty: 2292.415039
	Iteration 37Q: 3 clusters Score -231370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -231371.812500 Penalty: 2292.415039
	Iteration 38Q: 3 clusters Score -231371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -231372.343750 Penalty: 2292.415039
	Iteration 39Q: 3 clusters Score -231372.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -231380.343750 Penalty: 2292.415039
	Iteration 40F: 3 clusters Score -231380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -231386.046875 Penalty: 2292.415039
	Iteration 41Q: 3 clusters Score -231386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -231391.140625 Penalty: 2292.415039
	Iteration 42Q: 3 clusters Score -231391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -231395.984375 Penalty: 2292.415039
	Iteration 43Q: 3 clusters Score -231396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231401.125000 Penalty: 2292.415039
	Iteration 44Q: 3 clusters Score -231401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231404.437500 Penalty: 2292.415039
	Iteration 45Q: 3 clusters Score -231404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -231405.953125 Penalty: 2292.415039
	Iteration 46Q: 3 clusters Score -231406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -231405.953125 Penalty: 2292.415039
	Iteration 47F: 3 clusters Score -231406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -198875.796875 Penalty: 1119.252686
	Iteration 0F: 2 clusters Score -198875.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -197084.187500 Penalty: 2238.505371
	Iteration 0F: 3 clusters Score -197084.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -197515.765625 Penalty: 2238.505371
	Iteration 1F: 3 clusters Score -197515.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -197619.234375 Penalty: 2238.505371
	Iteration 2F: 3 clusters Score -197619.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -197686.671875 Penalty: 2238.505371
	Iteration 3Q: 3 clusters Score -197686.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -197732.546875 Penalty: 2238.505371
	Iteration 4Q: 3 clusters Score -197732.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -197759.609375 Penalty: 2238.505371
	Iteration 5Q: 3 clusters Score -197759.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -197781.234375 Penalty: 2238.505371
	Iteration 6Q: 3 clusters Score -197781.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -197797.593750 Penalty: 2238.505371
	Iteration 7Q: 3 clusters Score -197797.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -197818.906250 Penalty: 2238.505371
	Iteration 8Q: 3 clusters Score -197818.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -197838.109375 Penalty: 2238.505371
	Iteration 9Q: 3 clusters Score -197838.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -197852.093750 Penalty: 2238.505371
	Iteration 10Q: 3 clusters Score -197852.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -197862.578125 Penalty: 2238.505371
	Iteration 11Q: 3 clusters Score -197862.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -197877.906250 Penalty: 2238.505371
	Iteration 12Q: 3 clusters Score -197877.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -197894.031250 Penalty: 2238.505371
	Iteration 13Q: 3 clusters Score -197894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -197904.937500 Penalty: 2238.505371
	Iteration 14Q: 3 clusters Score -197904.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -197911.750000 Penalty: 2238.505371
	Iteration 15Q: 3 clusters Score -197911.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -197916.281250 Penalty: 2238.505371
	Iteration 16Q: 3 clusters Score -197916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -197921.421875 Penalty: 2238.505371
	Iteration 17Q: 3 clusters Score -197921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -197925.765625 Penalty: 2238.505371
	Iteration 18Q: 3 clusters Score -197925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -197928.328125 Penalty: 2238.505371
	Iteration 19Q: 3 clusters Score -197928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -197930.265625 Penalty: 2238.505371
	Iteration 20F: 3 clusters Score -197930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -197930.875000 Penalty: 2238.505371
	Iteration 21Q: 3 clusters Score -197930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -197932.703125 Penalty: 2238.505371
	Iteration 22Q: 3 clusters Score -197932.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -197933.140625 Penalty: 2238.505371
	Iteration 23Q: 3 clusters Score -197933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -197933.406250 Penalty: 2238.505371
	Iteration 24Q: 3 clusters Score -197933.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -197933.406250 Penalty: 2238.505371
	Iteration 25F: 3 clusters Score -197933.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Entering Unmasked Estep 
Score: -3921945.250000 Penalty: 1558.032104
	Iteration 0F: 2 clusters Score -3921945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3898914.250000 Penalty: 3116.064209
	Iteration 0F: 3 clusters Score -3898914 nChanged 16014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3907906.750000 Penalty: 3116.064209
	Iteration 1F: 3 clusters Score -3907907 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3908487.000000 Penalty: 3116.064209
	Iteration 2Q: 3 clusters Score -3908487 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3909031.750000 Penalty: 3116.064209
	Iteration 3Q: 3 clusters Score -3909032 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3909689.750000 Penalty: 3116.064209
	Iteration 4Q: 3 clusters Score -3909690 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3910393.500000 Penalty: 3116.064209
	Iteration 5Q: 3 clusters Score -3910394 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3911282.500000 Penalty: 3116.064209
	Iteration 6Q: 3 clusters Score -3911282 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3912387.750000 Penalty: 3116.064209
	Iteration 7Q: 3 clusters Score -3912388 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3913729.750000 Penalty: 3116.064209
	Iteration 8F: 3 clusters Score -3913730 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3915150.500000 Penalty: 3116.064209
	Iteration 9F: 3 clusters Score -3915150 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3916621.000000 Penalty: 3116.064209
	Iteration 10F: 3 clusters Score -3916621 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3917832.250000 Penalty: 3116.064209
	Iteration 11Q: 3 clusters Score -3917832 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3918875.750000 Penalty: 3116.064209
	Iteration 12Q: 3 clusters Score -3918876 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3919580.250000 Penalty: 3116.064209
	Iteration 13Q: 3 clusters Score -3919580 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3920074.750000 Penalty: 3116.064209
	Iteration 14Q: 3 clusters Score -3920075 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3920386.250000 Penalty: 3116.064209
	Iteration 15Q: 3 clusters Score -3920386 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3920587.750000 Penalty: 3116.064209
	Iteration 16Q: 3 clusters Score -3920588 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3920747.000000 Penalty: 3116.064209
	Iteration 17Q: 3 clusters Score -3920747 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3920851.250000 Penalty: 3116.064209
	Iteration 18Q: 3 clusters Score -3920851 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3920930.000000 Penalty: 3116.064209
	Iteration 19Q: 3 clusters Score -3920930 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3920984.500000 Penalty: 3116.064209
	Iteration 20F: 3 clusters Score -3920984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3921016.250000 Penalty: 3116.064209
	Iteration 21Q: 3 clusters Score -3921016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3921036.750000 Penalty: 3116.064209
	Iteration 22Q: 3 clusters Score -3921037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3921056.250000 Penalty: 3116.064209
	Iteration 23Q: 3 clusters Score -3921056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3921079.750000 Penalty: 3116.064209
	Iteration 24Q: 3 clusters Score -3921080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3921100.500000 Penalty: 3116.064209
	Iteration 25Q: 3 clusters Score -3921100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3921119.000000 Penalty: 3116.064209
	Iteration 26Q: 3 clusters Score -3921119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3921134.000000 Penalty: 3116.064209
	Iteration 27Q: 3 clusters Score -3921134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3921141.500000 Penalty: 3116.064209
	Iteration 28Q: 3 clusters Score -3921142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3921149.000000 Penalty: 3116.064209
	Iteration 29Q: 3 clusters Score -3921149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3921148.250000 Penalty: 3116.064209
	Iteration 30Q: 3 clusters Score -3921148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3921151.500000 Penalty: 3116.064209
	Iteration 31Q: 3 clusters Score -3921152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3921155.500000 Penalty: 3116.064209
	Iteration 32Q: 3 clusters Score -3921156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3921158.250000 Penalty: 3116.064209
	Iteration 33Q: 3 clusters Score -3921158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3921163.000000 Penalty: 3116.064209
	Iteration 34Q: 3 clusters Score -3921163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3921165.500000 Penalty: 3116.064209
	Iteration 35Q: 3 clusters Score -3921166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3921167.250000 Penalty: 3116.064209
	Iteration 36Q: 3 clusters Score -3921167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3921171.000000 Penalty: 3116.064209
	Iteration 37Q: 3 clusters Score -3921171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3921171.750000 Penalty: 3116.064209
	Iteration 38Q: 3 clusters Score -3921172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3921179.250000 Penalty: 3116.064209
	Iteration 39Q: 3 clusters Score -3921179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3921180.000000 Penalty: 3116.064209
	Iteration 40F: 3 clusters Score -3921180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3921183.750000 Penalty: 3116.064209
	Iteration 41Q: 3 clusters Score -3921184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3921185.000000 Penalty: 3116.064209
	Iteration 42Q: 3 clusters Score -3921185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3921192.250000 Penalty: 3116.064209
	Iteration 43Q: 3 clusters Score -3921192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3921193.500000 Penalty: 3116.064209
	Iteration 44Q: 3 clusters Score -3921194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3921188.500000 Penalty: 3116.064209
	Iteration 45Q: 3 clusters Score -3921188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3921192.750000 Penalty: 3116.064209
	Iteration 46Q: 3 clusters Score -3921193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3921195.000000 Penalty: 3116.064209
	Iteration 47Q: 3 clusters Score -3921195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3921200.000000 Penalty: 3116.064209
	Iteration 48Q: 3 clusters Score -3921200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3921207.000000 Penalty: 3116.064209
	Iteration 49Q: 3 clusters Score -3921207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3921208.500000 Penalty: 3116.064209
	Iteration 50Q: 3 clusters Score -3921208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3921208.750000 Penalty: 3116.064209
	Iteration 51Q: 3 clusters Score -3921209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3921208.750000 Penalty: 3116.064209
	Iteration 52F: 3 clusters Score -3921209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Entering Unmasked Estep 
Score: -3455196.500000 Penalty: 1539.459717
	Iteration 0F: 2 clusters Score -3455196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3434718.250000 Penalty: 3078.919434
	Iteration 0F: 3 clusters Score -3434718 nChanged 14174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3442583.000000 Penalty: 3078.919434
	Iteration 1F: 3 clusters Score -3442583 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3443226.500000 Penalty: 3078.919434
	Iteration 2F: 3 clusters Score -3443226 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3443973.500000 Penalty: 3078.919434
	Iteration 3F: 3 clusters Score -3443974 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3444739.000000 Penalty: 3078.919434
	Iteration 4F: 3 clusters Score -3444739 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3445637.250000 Penalty: 3078.919434
	Iteration 5F: 3 clusters Score -3445637 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3446568.500000 Penalty: 3078.919434
	Iteration 6F: 3 clusters Score -3446568 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3447468.750000 Penalty: 3078.919434
	Iteration 7F: 3 clusters Score -3447469 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3448184.500000 Penalty: 3078.919434
	Iteration 8Q: 3 clusters Score -3448184 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3448790.000000 Penalty: 3078.919434
	Iteration 9Q: 3 clusters Score -3448790 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3449369.000000 Penalty: 3078.919434
	Iteration 10Q: 3 clusters Score -3449369 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3449883.750000 Penalty: 3078.919434
	Iteration 11Q: 3 clusters Score -3449884 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3450455.750000 Penalty: 3078.919434
	Iteration 12Q: 3 clusters Score -3450456 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3451029.000000 Penalty: 3078.919434
	Iteration 13Q: 3 clusters Score -3451029 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3451567.750000 Penalty: 3078.919434
	Iteration 14Q: 3 clusters Score -3451568 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3452095.250000 Penalty: 3078.919434
	Iteration 15Q: 3 clusters Score -3452095 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3452557.750000 Penalty: 3078.919434
	Iteration 16Q: 3 clusters Score -3452558 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3452924.500000 Penalty: 3078.919434
	Iteration 17Q: 3 clusters Score -3452924 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3453138.500000 Penalty: 3078.919434
	Iteration 18Q: 3 clusters Score -3453138 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3453332.250000 Penalty: 3078.919434
	Iteration 19Q: 3 clusters Score -3453332 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3453491.250000 Penalty: 3078.919434
	Iteration 20F: 3 clusters Score -3453491 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3453592.500000 Penalty: 3078.919434
	Iteration 21Q: 3 clusters Score -3453592 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3453679.500000 Penalty: 3078.919434
	Iteration 22Q: 3 clusters Score -3453680 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3453750.000000 Penalty: 3078.919434
	Iteration 23Q: 3 clusters Score -3453750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3453804.000000 Penalty: 3078.919434
	Iteration 24Q: 3 clusters Score -3453804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3453841.250000 Penalty: 3078.919434
	Iteration 25Q: 3 clusters Score -3453841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3453862.000000 Penalty: 3078.919434
	Iteration 26Q: 3 clusters Score -3453862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3453871.000000 Penalty: 3078.919434
	Iteration 27Q: 3 clusters Score -3453871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3453889.750000 Penalty: 3078.919434
	Iteration 28Q: 3 clusters Score -3453890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3453906.250000 Penalty: 3078.919434
	Iteration 29Q: 3 clusters Score -3453906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3453914.500000 Penalty: 3078.919434
	Iteration 30Q: 3 clusters Score -3453914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3453937.750000 Penalty: 3078.919434
	Iteration 31Q: 3 clusters Score -3453938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3453944.500000 Penalty: 3078.919434
	Iteration 32Q: 3 clusters Score -3453944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3453963.500000 Penalty: 3078.919434
	Iteration 33Q: 3 clusters Score -3453964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3453970.750000 Penalty: 3078.919434
	Iteration 34Q: 3 clusters Score -3453971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3453975.750000 Penalty: 3078.919434
	Iteration 35Q: 3 clusters Score -3453976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3453975.750000 Penalty: 3078.919434
	Iteration 36Q: 3 clusters Score -3453976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3453976.000000 Penalty: 3078.919434
	Iteration 37Q: 3 clusters Score -3453976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3453980.000000 Penalty: 3078.919434
	Iteration 38Q: 3 clusters Score -3453980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3453980.000000 Penalty: 3078.919434
	Iteration 39F: 3 clusters Score -3453980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Entering Unmasked Estep 
Score: -3123877.750000 Penalty: 1523.232300
	Iteration 0F: 2 clusters Score -3123878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3105818.500000 Penalty: 3046.464600
	Iteration 0F: 3 clusters Score -3105818 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -3112459.750000 Penalty: 3046.464600
	Iteration 1F: 3 clusters Score -3112460 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3113008.750000 Penalty: 3046.464600
	Iteration 2F: 3 clusters Score -3113009 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3113657.750000 Penalty: 3046.464600
	Iteration 3F: 3 clusters Score -3113658 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3114452.000000 Penalty: 3046.464600
	Iteration 4F: 3 clusters Score -3114452 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3115442.250000 Penalty: 3046.464600
	Iteration 5F: 3 clusters Score -3115442 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3116661.000000 Penalty: 3046.464600
	Iteration 6F: 3 clusters Score -3116661 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3118067.000000 Penalty: 3046.464600
	Iteration 7F: 3 clusters Score -3118067 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3119418.000000 Penalty: 3046.464600
	Iteration 8F: 3 clusters Score -3119418 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3120640.500000 Penalty: 3046.464600
	Iteration 9F: 3 clusters Score -3120640 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3121498.250000 Penalty: 3046.464600
	Iteration 10Q: 3 clusters Score -3121498 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3122032.750000 Penalty: 3046.464600
	Iteration 11Q: 3 clusters Score -3122033 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3122327.250000 Penalty: 3046.464600
	Iteration 12Q: 3 clusters Score -3122327 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3122494.500000 Penalty: 3046.464600
	Iteration 13Q: 3 clusters Score -3122494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3122578.750000 Penalty: 3046.464600
	Iteration 14Q: 3 clusters Score -3122579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3122645.250000 Penalty: 3046.464600
	Iteration 15Q: 3 clusters Score -3122645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3122676.000000 Penalty: 3046.464600
	Iteration 16Q: 3 clusters Score -3122676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3122697.000000 Penalty: 3046.464600
	Iteration 17Q: 3 clusters Score -3122697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3122716.250000 Penalty: 3046.464600
	Iteration 18Q: 3 clusters Score -3122716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3122726.250000 Penalty: 3046.464600
	Iteration 19Q: 3 clusters Score -3122726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -3122740.500000 Penalty: 3046.464600
	Iteration 20F: 3 clusters Score -3122740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3122752.250000 Penalty: 3046.464600
	Iteration 21Q: 3 clusters Score -3122752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3122757.750000 Penalty: 3046.464600
	Iteration 22Q: 3 clusters Score -3122758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3122767.750000 Penalty: 3046.464600
	Iteration 23Q: 3 clusters Score -3122768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3122776.250000 Penalty: 3046.464600
	Iteration 24Q: 3 clusters Score -3122776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3122775.500000 Penalty: 3046.464600
	Iteration 25Q: 3 clusters Score -3122776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3122774.250000 Penalty: 3046.464600
	Iteration 26Q: 3 clusters Score -3122774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3122776.000000 Penalty: 3046.464600
	Iteration 27Q: 3 clusters Score -3122776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3122775.250000 Penalty: 3046.464600
	Iteration 28Q: 3 clusters Score -3122775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3122779.250000 Penalty: 3046.464600
	Iteration 29Q: 3 clusters Score -3122779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3122779.500000 Penalty: 3046.464600
	Iteration 30Q: 3 clusters Score -3122780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3122777.750000 Penalty: 3046.464600
	Iteration 31Q: 3 clusters Score -3122778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3122784.000000 Penalty: 3046.464600
	Iteration 32Q: 3 clusters Score -3122784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3122782.500000 Penalty: 3046.464600
	Iteration 33Q: 3 clusters Score -3122782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3122781.000000 Penalty: 3046.464600
	Iteration 34Q: 3 clusters Score -3122781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3122781.000000 Penalty: 3046.464600
	Iteration 35F: 3 clusters Score -3122781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Entering Unmasked Estep 
Score: -5661130.500000 Penalty: 1614.216553
	Iteration 0F: 2 clusters Score -5661130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -5627599.500000 Penalty: 3228.433105
	Iteration 0F: 3 clusters Score -5627600 nChanged 23704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -5640937.000000 Penalty: 3228.433105
	Iteration 1F: 3 clusters Score -5640937 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -5641709.500000 Penalty: 3228.433105
	Iteration 2Q: 3 clusters Score -5641710 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -5642600.500000 Penalty: 3228.433105
	Iteration 3Q: 3 clusters Score -5642600 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -5643584.000000 Penalty: 3228.433105
	Iteration 4Q: 3 clusters Score -5643584 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -5644571.000000 Penalty: 3228.433105
	Iteration 5Q: 3 clusters Score -5644571 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -5645592.500000 Penalty: 3228.433105
	Iteration 6Q: 3 clusters Score -5645592 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -5646714.500000 Penalty: 3228.433105
	Iteration 7Q: 3 clusters Score -5646714 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -5648016.500000 Penalty: 3228.433105
	Iteration 8Q: 3 clusters Score -5648016 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -5649800.000000 Penalty: 3228.433105
	Iteration 9F: 3 clusters Score -5649800 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -5652763.000000 Penalty: 3228.433105
	Iteration 10F: 3 clusters Score -5652763 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -5659225.500000 Penalty: 3228.433105
	Iteration 11F: 3 clusters Score -5659226 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -5673205.500000 Penalty: 3228.433105
	Iteration 12F: 3 clusters Score -5673206 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -5684460.000000 Penalty: 3228.433105
	Iteration 13F: 3 clusters Score -5684460 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -5691604.500000 Penalty: 3228.433105
	Iteration 14Q: 3 clusters Score -5691604 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -5693038.000000 Penalty: 3228.433105
	Iteration 15Q: 3 clusters Score -5693038 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -5693059.000000 Penalty: 3228.433105
	Iteration 16Q: 3 clusters Score -5693059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -5693059.000000 Penalty: 3228.433105
	Iteration 17Q: 3 clusters Score -5693059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -5693062.500000 Penalty: 3228.433105
	Iteration 18Q: 3 clusters Score -5693062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -5693062.500000 Penalty: 3228.433105
	Iteration 19F: 3 clusters Score -5693062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 14840 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24573 members 
Mstep: Class 6 contains 35195 members 
Mstep: Class 7 contains 40409 members 
Mstep: Class 8 contains 565 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 52298 members 
Mstep: Class 12 contains 22499 members 
Mstep: Class 13 contains 39898 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 35265 members 
Mstep: Class 19 contains 31127 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 23304 members 
Mstep: Class 22 contains 106630 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 25567 members 
Mstep: Class 26 contains 9099 members 
Mstep: Class 27 contains 9337 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 16584 members 
Mstep: Class 30 contains 28139 members 
Entering Unmasked Estep 
Score: -78877304.000000 Penalty: 60297.722656
Splitting cluster 21 changes total score from -78810016.000000 to -78877304.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (106630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Entering Unmasked Estep 
Score: -11694053.000000 Penalty: 1722.675415
	Iteration 0F: 2 clusters Score -1.169405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -11624063.000000 Penalty: 3445.350830
	Iteration 0F: 3 clusters Score -1.162406e+07 nChanged 50456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -11653598.000000 Penalty: 3445.350830
	Iteration 1F: 3 clusters Score -1.16536e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -11654649.000000 Penalty: 3445.350830
	Iteration 2Q: 3 clusters Score -1.165465e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -11656379.000000 Penalty: 3445.350830
	Iteration 3Q: 3 clusters Score -1.165638e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -11659433.000000 Penalty: 3445.350830
	Iteration 4F: 3 clusters Score -1.165943e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -11664896.000000 Penalty: 3445.350830
	Iteration 5F: 3 clusters Score -1.16649e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 86376 members 
Entering Unmasked Estep 
Score: -11673065.000000 Penalty: 3445.350830
	Iteration 6F: 3 clusters Score -1.167306e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -11682195.000000 Penalty: 3445.350830
	Iteration 7F: 3 clusters Score -1.16822e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 102102 members 
Entering Unmasked Estep 
Score: -11688621.000000 Penalty: 3445.350830
	Iteration 8F: 3 clusters Score -1.168862e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 104865 members 
Entering Unmasked Estep 
Score: -11691271.000000 Penalty: 3445.350830
	Iteration 9Q: 3 clusters Score -1.169127e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -11692328.000000 Penalty: 3445.350830
	Iteration 10Q: 3 clusters Score -1.169233e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 105959 members 
Entering Unmasked Estep 
Score: -11692674.000000 Penalty: 3445.350830
	Iteration 11Q: 3 clusters Score -1.169267e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 105984 members 
Entering Unmasked Estep 
Score: -11692883.000000 Penalty: 3445.350830
	Iteration 12Q: 3 clusters Score -1.169288e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 105949 members 
Entering Unmasked Estep 
Score: -11693017.000000 Penalty: 3445.350830
	Iteration 13Q: 3 clusters Score -1.169302e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -11693169.000000 Penalty: 3445.350830
	Iteration 14Q: 3 clusters Score -1.169317e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 105857 members 
Entering Unmasked Estep 
Score: -11693436.000000 Penalty: 3445.350830
	Iteration 15Q: 3 clusters Score -1.169344e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 105722 members 
Entering Unmasked Estep 
Score: -11693975.000000 Penalty: 3445.350830
	Iteration 16Q: 3 clusters Score -1.169398e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 105412 members 
Entering Unmasked Estep 
Score: -11694894.000000 Penalty: 3445.350830
	Iteration 17Q: 3 clusters Score -1.169489e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 104843 members 
Entering Unmasked Estep 
Score: -11695833.000000 Penalty: 3445.350830
	Iteration 18Q: 3 clusters Score -1.169583e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 104031 members 
Entering Unmasked Estep 
Score: -11697018.000000 Penalty: 3445.350830
	Iteration 19Q: 3 clusters Score -1.169702e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 103048 members 
Entering Unmasked Estep 
Score: -11698806.000000 Penalty: 3445.350830
	Iteration 20F: 3 clusters Score -1.169881e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -11701654.000000 Penalty: 3445.350830
	Iteration 21Q: 3 clusters Score -1.170165e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 98878 members 
Entering Unmasked Estep 
Score: -11705751.000000 Penalty: 3445.350830
	Iteration 22Q: 3 clusters Score -1.170575e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -11711878.000000 Penalty: 3445.350830
	Iteration 23Q: 3 clusters Score -1.171188e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -11717708.000000 Penalty: 3445.350830
	Iteration 24Q: 3 clusters Score -1.171771e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -11720336.000000 Penalty: 3445.350830
	Iteration 25Q: 3 clusters Score -1.172034e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -11721615.000000 Penalty: 3445.350830
	Iteration 26Q: 3 clusters Score -1.172162e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -11722327.000000 Penalty: 3445.350830
	Iteration 27Q: 3 clusters Score -1.172233e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -11722661.000000 Penalty: 3445.350830
	Iteration 28Q: 3 clusters Score -1.172266e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -11722909.000000 Penalty: 3445.350830
	Iteration 29Q: 3 clusters Score -1.172291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -11723039.000000 Penalty: 3445.350830
	Iteration 30Q: 3 clusters Score -1.172304e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -11723104.000000 Penalty: 3445.350830
	Iteration 31Q: 3 clusters Score -1.17231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -11723108.000000 Penalty: 3445.350830
	Iteration 32Q: 3 clusters Score -1.172311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -11723146.000000 Penalty: 3445.350830
	Iteration 33Q: 3 clusters Score -1.172315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -11723139.000000 Penalty: 3445.350830
	Iteration 34Q: 3 clusters Score -1.172314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -11723153.000000 Penalty: 3445.350830
	Iteration 35Q: 3 clusters Score -1.172315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -11723158.000000 Penalty: 3445.350830
	Iteration 36Q: 3 clusters Score -1.172316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -11727454.000000 Penalty: 3445.350830
	Iteration 37F: 3 clusters Score -1.172745e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -11729951.000000 Penalty: 3445.350830
	Iteration 38Q: 3 clusters Score -1.172995e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -11730081.000000 Penalty: 3445.350830
	Iteration 39Q: 3 clusters Score -1.173008e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -11730086.000000 Penalty: 3445.350830
	Iteration 40F: 3 clusters Score -1.173009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -11730080.000000 Penalty: 3445.350830
	Iteration 41Q: 3 clusters Score -1.173008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -11730082.000000 Penalty: 3445.350830
	Iteration 42Q: 3 clusters Score -1.173008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -11730085.000000 Penalty: 3445.350830
	Iteration 43Q: 3 clusters Score -1.173008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -11730082.000000 Penalty: 3445.350830
	Iteration 44Q: 3 clusters Score -1.173008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -11730082.000000 Penalty: 3445.350830
	Iteration 45F: 3 clusters Score -1.173008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 14840 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24573 members 
Mstep: Class 6 contains 35195 members 
Mstep: Class 7 contains 40409 members 
Mstep: Class 8 contains 565 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 52298 members 
Mstep: Class 12 contains 22499 members 
Mstep: Class 13 contains 39898 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 35265 members 
Mstep: Class 19 contains 31127 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 23304 members 
Mstep: Class 22 contains 21453 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 25567 members 
Mstep: Class 26 contains 9099 members 
Mstep: Class 27 contains 9337 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 16584 members 
Mstep: Class 30 contains 28139 members 
Mstep: Class 31 contains 85177 members 
Entering Unmasked Estep 
Score: -78912104.000000 Penalty: 62307.648438
Splitting cluster 22 changes total score from -78810016.000000 to -78912104.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 23 (14298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Entering Unmasked Estep 
Score: -1535454.875000 Penalty: 1423.699829
	Iteration 0F: 2 clusters Score -1535455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1526020.375000 Penalty: 2847.399658
	Iteration 0F: 3 clusters Score -1526020 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1529285.625000 Penalty: 2847.399658
	Iteration 1F: 3 clusters Score -1529286 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1529621.750000 Penalty: 2847.399658
	Iteration 2F: 3 clusters Score -1529622 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1529887.375000 Penalty: 2847.399658
	Iteration 3Q: 3 clusters Score -1529887 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1530123.125000 Penalty: 2847.399658
	Iteration 4Q: 3 clusters Score -1530123 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1530373.750000 Penalty: 2847.399658
	Iteration 5Q: 3 clusters Score -1530374 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1530659.500000 Penalty: 2847.399658
	Iteration 6Q: 3 clusters Score -1530660 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1530987.875000 Penalty: 2847.399658
	Iteration 7Q: 3 clusters Score -1530988 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1531329.250000 Penalty: 2847.399658
	Iteration 8Q: 3 clusters Score -1531329 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1531662.750000 Penalty: 2847.399658
	Iteration 9Q: 3 clusters Score -1531663 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1531948.250000 Penalty: 2847.399658
	Iteration 10Q: 3 clusters Score -1531948 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1532217.250000 Penalty: 2847.399658
	Iteration 11Q: 3 clusters Score -1532217 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1532443.250000 Penalty: 2847.399658
	Iteration 12Q: 3 clusters Score -1532443 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1532653.375000 Penalty: 2847.399658
	Iteration 13Q: 3 clusters Score -1532653 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1532840.500000 Penalty: 2847.399658
	Iteration 14Q: 3 clusters Score -1532840 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1532989.875000 Penalty: 2847.399658
	Iteration 15Q: 3 clusters Score -1532990 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1533130.125000 Penalty: 2847.399658
	Iteration 16Q: 3 clusters Score -1533130 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1533275.625000 Penalty: 2847.399658
	Iteration 17Q: 3 clusters Score -1533276 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1533414.625000 Penalty: 2847.399658
	Iteration 18Q: 3 clusters Score -1533415 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1533542.000000 Penalty: 2847.399658
	Iteration 19Q: 3 clusters Score -1533542 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1533643.125000 Penalty: 2847.399658
	Iteration 20F: 3 clusters Score -1533643 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1533755.000000 Penalty: 2847.399658
	Iteration 21Q: 3 clusters Score -1533755 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1533859.875000 Penalty: 2847.399658
	Iteration 22Q: 3 clusters Score -1533860 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1533949.250000 Penalty: 2847.399658
	Iteration 23Q: 3 clusters Score -1533949 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1534018.625000 Penalty: 2847.399658
	Iteration 24Q: 3 clusters Score -1534019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1534063.375000 Penalty: 2847.399658
	Iteration 25Q: 3 clusters Score -1534063 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1534103.750000 Penalty: 2847.399658
	Iteration 26Q: 3 clusters Score -1534104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1534140.750000 Penalty: 2847.399658
	Iteration 27Q: 3 clusters Score -1534141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1534163.750000 Penalty: 2847.399658
	Iteration 28Q: 3 clusters Score -1534164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1534188.750000 Penalty: 2847.399658
	Iteration 29Q: 3 clusters Score -1534189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1534211.625000 Penalty: 2847.399658
	Iteration 30Q: 3 clusters Score -1534212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1534224.500000 Penalty: 2847.399658
	Iteration 31Q: 3 clusters Score -1534224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1534244.125000 Penalty: 2847.399658
	Iteration 32Q: 3 clusters Score -1534244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1534265.625000 Penalty: 2847.399658
	Iteration 33Q: 3 clusters Score -1534266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1534290.250000 Penalty: 2847.399658
	Iteration 34Q: 3 clusters Score -1534290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1534302.375000 Penalty: 2847.399658
	Iteration 35Q: 3 clusters Score -1534302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1534321.500000 Penalty: 2847.399658
	Iteration 36Q: 3 clusters Score -1534322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1534330.625000 Penalty: 2847.399658
	Iteration 37Q: 3 clusters Score -1534331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1534342.000000 Penalty: 2847.399658
	Iteration 38Q: 3 clusters Score -1534342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1534356.375000 Penalty: 2847.399658
	Iteration 39Q: 3 clusters Score -1534356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1534363.250000 Penalty: 2847.399658
	Iteration 40F: 3 clusters Score -1534363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1534370.375000 Penalty: 2847.399658
	Iteration 41Q: 3 clusters Score -1534370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1534378.875000 Penalty: 2847.399658
	Iteration 42Q: 3 clusters Score -1534379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1534389.250000 Penalty: 2847.399658
	Iteration 43Q: 3 clusters Score -1534389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1534397.500000 Penalty: 2847.399658
	Iteration 44Q: 3 clusters Score -1534398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1534407.750000 Penalty: 2847.399658
	Iteration 45Q: 3 clusters Score -1534408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1534419.250000 Penalty: 2847.399658
	Iteration 46Q: 3 clusters Score -1534419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1534426.375000 Penalty: 2847.399658
	Iteration 47Q: 3 clusters Score -1534426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1534434.625000 Penalty: 2847.399658
	Iteration 48Q: 3 clusters Score -1534435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1534431.250000 Penalty: 2847.399658
	Iteration 49Q: 3 clusters Score -1534431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1534431.125000 Penalty: 2847.399658
	Iteration 50Q: 3 clusters Score -1534431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1534433.625000 Penalty: 2847.399658
	Iteration 51Q: 3 clusters Score -1534434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1534432.875000 Penalty: 2847.399658
	Iteration 52Q: 3 clusters Score -1534433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1534434.250000 Penalty: 2847.399658
	Iteration 53Q: 3 clusters Score -1534434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1534434.375000 Penalty: 2847.399658
	Iteration 54Q: 3 clusters Score -1534434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1534435.875000 Penalty: 2847.399658
	Iteration 55Q: 3 clusters Score -1534436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1534437.125000 Penalty: 2847.399658
	Iteration 56Q: 3 clusters Score -1534437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1534436.750000 Penalty: 2847.399658
	Iteration 57Q: 3 clusters Score -1534437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1534435.250000 Penalty: 2847.399658
	Iteration 58Q: 3 clusters Score -1534435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1534435.250000 Penalty: 2847.399658
	Iteration 59F: 3 clusters Score -1534435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Entering Unmasked Estep 
Score: -1113981.250000 Penalty: 1373.503662
	Iteration 0F: 2 clusters Score -1113981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1107144.875000 Penalty: 2747.007324
	Iteration 0F: 3 clusters Score -1107145 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1109313.500000 Penalty: 2747.007324
	Iteration 1F: 3 clusters Score -1109314 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1109605.000000 Penalty: 2747.007324
	Iteration 2F: 3 clusters Score -1109605 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1109811.375000 Penalty: 2747.007324
	Iteration 3F: 3 clusters Score -1109811 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1109982.125000 Penalty: 2747.007324
	Iteration 4Q: 3 clusters Score -1109982 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1110135.500000 Penalty: 2747.007324
	Iteration 5Q: 3 clusters Score -1110136 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1110271.000000 Penalty: 2747.007324
	Iteration 6Q: 3 clusters Score -1110271 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1110420.625000 Penalty: 2747.007324
	Iteration 7Q: 3 clusters Score -1110421 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1110591.375000 Penalty: 2747.007324
	Iteration 8Q: 3 clusters Score -1110591 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1110770.375000 Penalty: 2747.007324
	Iteration 9Q: 3 clusters Score -1110770 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1110968.625000 Penalty: 2747.007324
	Iteration 10Q: 3 clusters Score -1110969 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1111188.625000 Penalty: 2747.007324
	Iteration 11Q: 3 clusters Score -1111189 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1111435.250000 Penalty: 2747.007324
	Iteration 12Q: 3 clusters Score -1111435 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1111676.875000 Penalty: 2747.007324
	Iteration 13Q: 3 clusters Score -1111677 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1111920.375000 Penalty: 2747.007324
	Iteration 14Q: 3 clusters Score -1111920 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1112133.875000 Penalty: 2747.007324
	Iteration 15Q: 3 clusters Score -1112134 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1112350.000000 Penalty: 2747.007324
	Iteration 16Q: 3 clusters Score -1112350 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1112514.750000 Penalty: 2747.007324
	Iteration 17Q: 3 clusters Score -1112515 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1112613.625000 Penalty: 2747.007324
	Iteration 18Q: 3 clusters Score -1112614 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1112699.000000 Penalty: 2747.007324
	Iteration 19Q: 3 clusters Score -1112699 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1112768.750000 Penalty: 2747.007324
	Iteration 20F: 3 clusters Score -1112769 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1112816.875000 Penalty: 2747.007324
	Iteration 21Q: 3 clusters Score -1112817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1112857.500000 Penalty: 2747.007324
	Iteration 22Q: 3 clusters Score -1112858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1112880.375000 Penalty: 2747.007324
	Iteration 23Q: 3 clusters Score -1112880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1112900.875000 Penalty: 2747.007324
	Iteration 24Q: 3 clusters Score -1112901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1112923.625000 Penalty: 2747.007324
	Iteration 25Q: 3 clusters Score -1112924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1112934.875000 Penalty: 2747.007324
	Iteration 26Q: 3 clusters Score -1112935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1112939.125000 Penalty: 2747.007324
	Iteration 27Q: 3 clusters Score -1112939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1112944.250000 Penalty: 2747.007324
	Iteration 28Q: 3 clusters Score -1112944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1112948.750000 Penalty: 2747.007324
	Iteration 29Q: 3 clusters Score -1112949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1112951.625000 Penalty: 2747.007324
	Iteration 30Q: 3 clusters Score -1112952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1112951.875000 Penalty: 2747.007324
	Iteration 31Q: 3 clusters Score -1112952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1112953.125000 Penalty: 2747.007324
	Iteration 32Q: 3 clusters Score -1112953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1112954.750000 Penalty: 2747.007324
	Iteration 33Q: 3 clusters Score -1112955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1112956.625000 Penalty: 2747.007324
	Iteration 34Q: 3 clusters Score -1112957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1112956.000000 Penalty: 2747.007324
	Iteration 35Q: 3 clusters Score -1112956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1112957.625000 Penalty: 2747.007324
	Iteration 36Q: 3 clusters Score -1112958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1112960.875000 Penalty: 2747.007324
	Iteration 37Q: 3 clusters Score -1112961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1112959.625000 Penalty: 2747.007324
	Iteration 38Q: 3 clusters Score -1112960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1112961.750000 Penalty: 2747.007324
	Iteration 39Q: 3 clusters Score -1112962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1112961.750000 Penalty: 2747.007324
	Iteration 40F: 3 clusters Score -1112962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Entering Unmasked Estep 
Score: -2852219.000000 Penalty: 1510.179810
	Iteration 0F: 2 clusters Score -2852219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2835608.750000 Penalty: 3020.359619
	Iteration 0F: 3 clusters Score -2835609 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2841829.000000 Penalty: 3020.359619
	Iteration 1F: 3 clusters Score -2841829 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2842368.000000 Penalty: 3020.359619
	Iteration 2F: 3 clusters Score -2842368 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2842778.250000 Penalty: 3020.359619
	Iteration 3Q: 3 clusters Score -2842778 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2843190.250000 Penalty: 3020.359619
	Iteration 4Q: 3 clusters Score -2843190 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2843541.750000 Penalty: 3020.359619
	Iteration 5Q: 3 clusters Score -2843542 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2843894.500000 Penalty: 3020.359619
	Iteration 6Q: 3 clusters Score -2843894 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2844205.250000 Penalty: 3020.359619
	Iteration 7Q: 3 clusters Score -2844205 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2844474.000000 Penalty: 3020.359619
	Iteration 8Q: 3 clusters Score -2844474 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2844748.000000 Penalty: 3020.359619
	Iteration 9Q: 3 clusters Score -2844748 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2845015.000000 Penalty: 3020.359619
	Iteration 10Q: 3 clusters Score -2845015 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2845364.250000 Penalty: 3020.359619
	Iteration 11Q: 3 clusters Score -2845364 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2845836.000000 Penalty: 3020.359619
	Iteration 12Q: 3 clusters Score -2845836 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2846457.750000 Penalty: 3020.359619
	Iteration 13Q: 3 clusters Score -2846458 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2847283.750000 Penalty: 3020.359619
	Iteration 14F: 3 clusters Score -2847284 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2848219.750000 Penalty: 3020.359619
	Iteration 15F: 3 clusters Score -2848220 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2849139.000000 Penalty: 3020.359619
	Iteration 16Q: 3 clusters Score -2849139 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2849896.000000 Penalty: 3020.359619
	Iteration 17Q: 3 clusters Score -2849896 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2850416.750000 Penalty: 3020.359619
	Iteration 18Q: 3 clusters Score -2850417 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2850707.000000 Penalty: 3020.359619
	Iteration 19Q: 3 clusters Score -2850707 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2850863.500000 Penalty: 3020.359619
	Iteration 20F: 3 clusters Score -2850864 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2850991.750000 Penalty: 3020.359619
	Iteration 21Q: 3 clusters Score -2850992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2851059.500000 Penalty: 3020.359619
	Iteration 22Q: 3 clusters Score -2851060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2851118.250000 Penalty: 3020.359619
	Iteration 23Q: 3 clusters Score -2851118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2851148.250000 Penalty: 3020.359619
	Iteration 24Q: 3 clusters Score -2851148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2851173.250000 Penalty: 3020.359619
	Iteration 25Q: 3 clusters Score -2851173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2851187.500000 Penalty: 3020.359619
	Iteration 26Q: 3 clusters Score -2851188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2851204.750000 Penalty: 3020.359619
	Iteration 27Q: 3 clusters Score -2851205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2851203.750000 Penalty: 3020.359619
	Iteration 28Q: 3 clusters Score -2851204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2851220.000000 Penalty: 3020.359619
	Iteration 29Q: 3 clusters Score -2851220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2851219.500000 Penalty: 3020.359619
	Iteration 30Q: 3 clusters Score -2851220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2851232.750000 Penalty: 3020.359619
	Iteration 31Q: 3 clusters Score -2851233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2851242.000000 Penalty: 3020.359619
	Iteration 32Q: 3 clusters Score -2851242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2851258.250000 Penalty: 3020.359619
	Iteration 33Q: 3 clusters Score -2851258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2851262.250000 Penalty: 3020.359619
	Iteration 34Q: 3 clusters Score -2851262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2851272.500000 Penalty: 3020.359619
	Iteration 35Q: 3 clusters Score -2851272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2851278.000000 Penalty: 3020.359619
	Iteration 36Q: 3 clusters Score -2851278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2851279.000000 Penalty: 3020.359619
	Iteration 37Q: 3 clusters Score -2851279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2851279.250000 Penalty: 3020.359619
	Iteration 38Q: 3 clusters Score -2851279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2851280.500000 Penalty: 3020.359619
	Iteration 39Q: 3 clusters Score -2851280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2851285.750000 Penalty: 3020.359619
	Iteration 40F: 3 clusters Score -2851286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2851287.500000 Penalty: 3020.359619
	Iteration 41Q: 3 clusters Score -2851288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2851286.250000 Penalty: 3020.359619
	Iteration 42Q: 3 clusters Score -2851286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2851285.750000 Penalty: 3020.359619
	Iteration 43Q: 3 clusters Score -2851286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2851290.750000 Penalty: 3020.359619
	Iteration 44Q: 3 clusters Score -2851291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2851290.750000 Penalty: 3020.359619
	Iteration 45F: 3 clusters Score -2851291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -966200.625000 Penalty: 1356.448975
	Iteration 0F: 2 clusters Score -966200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -959967.187500 Penalty: 2712.897949
	Iteration 0F: 3 clusters Score -959967.2 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -961953.875000 Penalty: 2712.897949
	Iteration 1F: 3 clusters Score -961953.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -962224.125000 Penalty: 2712.897949
	Iteration 2F: 3 clusters Score -962224.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -962436.750000 Penalty: 2712.897949
	Iteration 3Q: 3 clusters Score -962436.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -962596.625000 Penalty: 2712.897949
	Iteration 4Q: 3 clusters Score -962596.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -962743.500000 Penalty: 2712.897949
	Iteration 5Q: 3 clusters Score -962743.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -962883.937500 Penalty: 2712.897949
	Iteration 6Q: 3 clusters Score -962883.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -963002.375000 Penalty: 2712.897949
	Iteration 7Q: 3 clusters Score -963002.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -963113.687500 Penalty: 2712.897949
	Iteration 8Q: 3 clusters Score -963113.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -963233.187500 Penalty: 2712.897949
	Iteration 9Q: 3 clusters Score -963233.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -963351.437500 Penalty: 2712.897949
	Iteration 10Q: 3 clusters Score -963351.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -963494.187500 Penalty: 2712.897949
	Iteration 11Q: 3 clusters Score -963494.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -963659.937500 Penalty: 2712.897949
	Iteration 12Q: 3 clusters Score -963659.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -963845.875000 Penalty: 2712.897949
	Iteration 13Q: 3 clusters Score -963845.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -964029.187500 Penalty: 2712.897949
	Iteration 14Q: 3 clusters Score -964029.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -964164.437500 Penalty: 2712.897949
	Iteration 15Q: 3 clusters Score -964164.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -964299.437500 Penalty: 2712.897949
	Iteration 16Q: 3 clusters Score -964299.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -964424.250000 Penalty: 2712.897949
	Iteration 17Q: 3 clusters Score -964424.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -964521.062500 Penalty: 2712.897949
	Iteration 18Q: 3 clusters Score -964521.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -964583.937500 Penalty: 2712.897949
	Iteration 19Q: 3 clusters Score -964583.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -964637.500000 Penalty: 2712.897949
	Iteration 20F: 3 clusters Score -964637.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -964692.687500 Penalty: 2712.897949
	Iteration 21Q: 3 clusters Score -964692.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -964743.625000 Penalty: 2712.897949
	Iteration 22Q: 3 clusters Score -964743.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -964800.437500 Penalty: 2712.897949
	Iteration 23Q: 3 clusters Score -964800.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -964865.062500 Penalty: 2712.897949
	Iteration 24Q: 3 clusters Score -964865.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -964922.625000 Penalty: 2712.897949
	Iteration 25Q: 3 clusters Score -964922.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -964959.500000 Penalty: 2712.897949
	Iteration 26Q: 3 clusters Score -964959.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -964990.375000 Penalty: 2712.897949
	Iteration 27Q: 3 clusters Score -964990.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -965013.062500 Penalty: 2712.897949
	Iteration 28Q: 3 clusters Score -965013.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -965027.312500 Penalty: 2712.897949
	Iteration 29Q: 3 clusters Score -965027.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -965041.312500 Penalty: 2712.897949
	Iteration 30Q: 3 clusters Score -965041.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -965051.375000 Penalty: 2712.897949
	Iteration 31Q: 3 clusters Score -965051.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -965064.312500 Penalty: 2712.897949
	Iteration 32Q: 3 clusters Score -965064.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -965077.750000 Penalty: 2712.897949
	Iteration 33Q: 3 clusters Score -965077.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -965090.125000 Penalty: 2712.897949
	Iteration 34Q: 3 clusters Score -965090.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -965096.937500 Penalty: 2712.897949
	Iteration 35Q: 3 clusters Score -965096.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -965104.875000 Penalty: 2712.897949
	Iteration 36Q: 3 clusters Score -965104.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -965112.875000 Penalty: 2712.897949
	Iteration 37Q: 3 clusters Score -965112.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -965115.375000 Penalty: 2712.897949
	Iteration 38Q: 3 clusters Score -965115.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -965122.750000 Penalty: 2712.897949
	Iteration 39Q: 3 clusters Score -965122.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -965127.062500 Penalty: 2712.897949
	Iteration 40F: 3 clusters Score -965127.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -965133.312500 Penalty: 2712.897949
	Iteration 41Q: 3 clusters Score -965133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -965132.562500 Penalty: 2712.897949
	Iteration 42Q: 3 clusters Score -965132.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -965135.562500 Penalty: 2712.897949
	Iteration 43Q: 3 clusters Score -965135.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -965138.937500 Penalty: 2712.897949
	Iteration 44Q: 3 clusters Score -965138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -965138.375000 Penalty: 2712.897949
	Iteration 45Q: 3 clusters Score -965138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -965139.437500 Penalty: 2712.897949
	Iteration 46Q: 3 clusters Score -965139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -965138.312500 Penalty: 2712.897949
	Iteration 47Q: 3 clusters Score -965138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -965138.750000 Penalty: 2712.897949
	Iteration 48Q: 3 clusters Score -965138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -965141.437500 Penalty: 2712.897949
	Iteration 49Q: 3 clusters Score -965141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -965141.625000 Penalty: 2712.897949
	Iteration 50Q: 3 clusters Score -965141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -965142.937500 Penalty: 2712.897949
	Iteration 51Q: 3 clusters Score -965142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -965142.937500 Penalty: 2712.897949
	Iteration 52Q: 3 clusters Score -965142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -965145.875000 Penalty: 2712.897949
	Iteration 53Q: 3 clusters Score -965145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -965145.375000 Penalty: 2712.897949
	Iteration 54Q: 3 clusters Score -965145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -965147.000000 Penalty: 2712.897949
	Iteration 55Q: 3 clusters Score -965147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -965149.375000 Penalty: 2712.897949
	Iteration 56Q: 3 clusters Score -965149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -965149.375000 Penalty: 2712.897949
	Iteration 57Q: 3 clusters Score -965149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -965151.500000 Penalty: 2712.897949
	Iteration 58Q: 3 clusters Score -965151.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -965150.187500 Penalty: 2712.897949
	Iteration 59Q: 3 clusters Score -965150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -965151.750000 Penalty: 2712.897949
	Iteration 60F: 3 clusters Score -965151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -965153.875000 Penalty: 2712.897949
	Iteration 61Q: 3 clusters Score -965153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -965155.062500 Penalty: 2712.897949
	Iteration 62Q: 3 clusters Score -965155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -965157.062500 Penalty: 2712.897949
	Iteration 63Q: 3 clusters Score -965157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -965161.125000 Penalty: 2712.897949
	Iteration 64Q: 3 clusters Score -965161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -965161.312500 Penalty: 2712.897949
	Iteration 65Q: 3 clusters Score -965161.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -965162.062500 Penalty: 2712.897949
	Iteration 66Q: 3 clusters Score -965162.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -965164.062500 Penalty: 2712.897949
	Iteration 67Q: 3 clusters Score -965164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -965163.375000 Penalty: 2712.897949
	Iteration 68Q: 3 clusters Score -965163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -965163.375000 Penalty: 2712.897949
	Iteration 69F: 3 clusters Score -965163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1006951.250000 Penalty: 1360.290894
	Iteration 0F: 2 clusters Score -1006951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1000648.062500 Penalty: 2720.581787
	Iteration 0F: 3 clusters Score -1000648 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1002799.375000 Penalty: 2720.581787
	Iteration 1F: 3 clusters Score -1002799 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1003168.625000 Penalty: 2720.581787
	Iteration 2F: 3 clusters Score -1003169 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1003421.562500 Penalty: 2720.581787
	Iteration 3F: 3 clusters Score -1003422 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1003634.625000 Penalty: 2720.581787
	Iteration 4Q: 3 clusters Score -1003635 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1003792.062500 Penalty: 2720.581787
	Iteration 5Q: 3 clusters Score -1003792 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1003920.500000 Penalty: 2720.581787
	Iteration 6Q: 3 clusters Score -1003920 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1004037.250000 Penalty: 2720.581787
	Iteration 7Q: 3 clusters Score -1004037 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1004127.625000 Penalty: 2720.581787
	Iteration 8Q: 3 clusters Score -1004128 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1004193.187500 Penalty: 2720.581787
	Iteration 9Q: 3 clusters Score -1004193 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1004252.562500 Penalty: 2720.581787
	Iteration 10Q: 3 clusters Score -1004253 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1004316.875000 Penalty: 2720.581787
	Iteration 11Q: 3 clusters Score -1004317 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1004384.250000 Penalty: 2720.581787
	Iteration 12Q: 3 clusters Score -1004384 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1004443.937500 Penalty: 2720.581787
	Iteration 13Q: 3 clusters Score -1004444 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1004503.750000 Penalty: 2720.581787
	Iteration 14Q: 3 clusters Score -1004504 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1004566.687500 Penalty: 2720.581787
	Iteration 15Q: 3 clusters Score -1004567 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1004636.187500 Penalty: 2720.581787
	Iteration 16Q: 3 clusters Score -1004636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1004707.937500 Penalty: 2720.581787
	Iteration 17Q: 3 clusters Score -1004708 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1004758.250000 Penalty: 2720.581787
	Iteration 18Q: 3 clusters Score -1004758 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1004806.500000 Penalty: 2720.581787
	Iteration 19Q: 3 clusters Score -1004806 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1004847.375000 Penalty: 2720.581787
	Iteration 20F: 3 clusters Score -1004847 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1004874.500000 Penalty: 2720.581787
	Iteration 21Q: 3 clusters Score -1004874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1004902.750000 Penalty: 2720.581787
	Iteration 22Q: 3 clusters Score -1004903 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1004927.625000 Penalty: 2720.581787
	Iteration 23Q: 3 clusters Score -1004928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1004949.750000 Penalty: 2720.581787
	Iteration 24Q: 3 clusters Score -1004950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1004969.937500 Penalty: 2720.581787
	Iteration 25Q: 3 clusters Score -1004970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1004982.687500 Penalty: 2720.581787
	Iteration 26Q: 3 clusters Score -1004983 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1004995.125000 Penalty: 2720.581787
	Iteration 27Q: 3 clusters Score -1004995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1005006.812500 Penalty: 2720.581787
	Iteration 28Q: 3 clusters Score -1005007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1005016.687500 Penalty: 2720.581787
	Iteration 29Q: 3 clusters Score -1005017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1005024.375000 Penalty: 2720.581787
	Iteration 30Q: 3 clusters Score -1005024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1005031.812500 Penalty: 2720.581787
	Iteration 31Q: 3 clusters Score -1005032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1005039.000000 Penalty: 2720.581787
	Iteration 32Q: 3 clusters Score -1005039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1005043.562500 Penalty: 2720.581787
	Iteration 33Q: 3 clusters Score -1005044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1005048.687500 Penalty: 2720.581787
	Iteration 34Q: 3 clusters Score -1005049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1005056.187500 Penalty: 2720.581787
	Iteration 35Q: 3 clusters Score -1005056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1005060.875000 Penalty: 2720.581787
	Iteration 36Q: 3 clusters Score -1005061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1005066.062500 Penalty: 2720.581787
	Iteration 37Q: 3 clusters Score -1005066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1005072.875000 Penalty: 2720.581787
	Iteration 38Q: 3 clusters Score -1005073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1005077.312500 Penalty: 2720.581787
	Iteration 39Q: 3 clusters Score -1005077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1005082.375000 Penalty: 2720.581787
	Iteration 40F: 3 clusters Score -1005082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1005092.000000 Penalty: 2720.581787
	Iteration 41Q: 3 clusters Score -1005092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1005101.125000 Penalty: 2720.581787
	Iteration 42Q: 3 clusters Score -1005101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1005114.250000 Penalty: 2720.581787
	Iteration 43Q: 3 clusters Score -1005114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1005123.750000 Penalty: 2720.581787
	Iteration 44Q: 3 clusters Score -1005124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1005132.812500 Penalty: 2720.581787
	Iteration 45Q: 3 clusters Score -1005133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1005141.562500 Penalty: 2720.581787
	Iteration 46Q: 3 clusters Score -1005142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1005151.125000 Penalty: 2720.581787
	Iteration 47Q: 3 clusters Score -1005151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1005156.187500 Penalty: 2720.581787
	Iteration 48Q: 3 clusters Score -1005156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1005159.250000 Penalty: 2720.581787
	Iteration 49Q: 3 clusters Score -1005159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1005162.562500 Penalty: 2720.581787
	Iteration 50Q: 3 clusters Score -1005163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1005165.562500 Penalty: 2720.581787
	Iteration 51Q: 3 clusters Score -1005166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1005170.437500 Penalty: 2720.581787
	Iteration 52Q: 3 clusters Score -1005170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1005173.125000 Penalty: 2720.581787
	Iteration 53Q: 3 clusters Score -1005173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1005179.062500 Penalty: 2720.581787
	Iteration 54Q: 3 clusters Score -1005179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1005179.375000 Penalty: 2720.581787
	Iteration 55Q: 3 clusters Score -1005179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1005183.000000 Penalty: 2720.581787
	Iteration 56Q: 3 clusters Score -1005183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1005185.625000 Penalty: 2720.581787
	Iteration 57Q: 3 clusters Score -1005186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1005188.250000 Penalty: 2720.581787
	Iteration 58Q: 3 clusters Score -1005188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1005188.875000 Penalty: 2720.581787
	Iteration 59Q: 3 clusters Score -1005189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1005190.250000 Penalty: 2720.581787
	Iteration 60F: 3 clusters Score -1005190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1005188.437500 Penalty: 2720.581787
	Iteration 61Q: 3 clusters Score -1005188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1005192.187500 Penalty: 2720.581787
	Iteration 62Q: 3 clusters Score -1005192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1005194.250000 Penalty: 2720.581787
	Iteration 63Q: 3 clusters Score -1005194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1005194.812500 Penalty: 2720.581787
	Iteration 64Q: 3 clusters Score -1005195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1005191.500000 Penalty: 2720.581787
	Iteration 65Q: 3 clusters Score -1005192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1005192.375000 Penalty: 2720.581787
	Iteration 66Q: 3 clusters Score -1005192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1005195.062500 Penalty: 2720.581787
	Iteration 67Q: 3 clusters Score -1005195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1005196.500000 Penalty: 2720.581787
	Iteration 68Q: 3 clusters Score -1005196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1005197.375000 Penalty: 2720.581787
	Iteration 69Q: 3 clusters Score -1005197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1005200.500000 Penalty: 2720.581787
	Iteration 70Q: 3 clusters Score -1005200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1005202.437500 Penalty: 2720.581787
	Iteration 71Q: 3 clusters Score -1005202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1005204.687500 Penalty: 2720.581787
	Iteration 72Q: 3 clusters Score -1005205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1005203.500000 Penalty: 2720.581787
	Iteration 73Q: 3 clusters Score -1005204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1005208.687500 Penalty: 2720.581787
	Iteration 74Q: 3 clusters Score -1005209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1005210.375000 Penalty: 2720.581787
	Iteration 75Q: 3 clusters Score -1005210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1005213.000000 Penalty: 2720.581787
	Iteration 76Q: 3 clusters Score -1005213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1005213.312500 Penalty: 2720.581787
	Iteration 77Q: 3 clusters Score -1005213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1005214.687500 Penalty: 2720.581787
	Iteration 78Q: 3 clusters Score -1005215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1005216.687500 Penalty: 2720.581787
	Iteration 79Q: 3 clusters Score -1005217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1005218.250000 Penalty: 2720.581787
	Iteration 80F: 3 clusters Score -1005218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1005217.812500 Penalty: 2720.581787
	Iteration 81Q: 3 clusters Score -1005218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1005217.062500 Penalty: 2720.581787
	Iteration 82Q: 3 clusters Score -1005217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1005218.562500 Penalty: 2720.581787
	Iteration 83Q: 3 clusters Score -1005219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1005219.437500 Penalty: 2720.581787
	Iteration 84Q: 3 clusters Score -1005219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1005219.437500 Penalty: 2720.581787
	Iteration 85F: 3 clusters Score -1005219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -336136.312500 Penalty: 1195.890259
	Iteration 0F: 2 clusters Score -336136.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -333620.875000 Penalty: 2391.780518
	Iteration 0F: 3 clusters Score -333620.9 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -334377.906250 Penalty: 2391.780518
	Iteration 1F: 3 clusters Score -334377.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -334573.625000 Penalty: 2391.780518
	Iteration 2F: 3 clusters Score -334573.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -334700.937500 Penalty: 2391.780518
	Iteration 3Q: 3 clusters Score -334700.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -334797.531250 Penalty: 2391.780518
	Iteration 4Q: 3 clusters Score -334797.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -334865.406250 Penalty: 2391.780518
	Iteration 5Q: 3 clusters Score -334865.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -334910.906250 Penalty: 2391.780518
	Iteration 6Q: 3 clusters Score -334910.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -334934.875000 Penalty: 2391.780518
	Iteration 7Q: 3 clusters Score -334934.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -334949.125000 Penalty: 2391.780518
	Iteration 8Q: 3 clusters Score -334949.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -334957.531250 Penalty: 2391.780518
	Iteration 9Q: 3 clusters Score -334957.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -334963.125000 Penalty: 2391.780518
	Iteration 10Q: 3 clusters Score -334963.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -334969.125000 Penalty: 2391.780518
	Iteration 11Q: 3 clusters Score -334969.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -334972.593750 Penalty: 2391.780518
	Iteration 12Q: 3 clusters Score -334972.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -334973.906250 Penalty: 2391.780518
	Iteration 13Q: 3 clusters Score -334973.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -334975.562500 Penalty: 2391.780518
	Iteration 14Q: 3 clusters Score -334975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -334977.062500 Penalty: 2391.780518
	Iteration 15Q: 3 clusters Score -334977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -334978.250000 Penalty: 2391.780518
	Iteration 16Q: 3 clusters Score -334978.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -334978.750000 Penalty: 2391.780518
	Iteration 17Q: 3 clusters Score -334978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -334979.843750 Penalty: 2391.780518
	Iteration 18Q: 3 clusters Score -334979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -334980.500000 Penalty: 2391.780518
	Iteration 19Q: 3 clusters Score -334980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -334980.562500 Penalty: 2391.780518
	Iteration 20F: 3 clusters Score -334980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -334981.656250 Penalty: 2391.780518
	Iteration 21Q: 3 clusters Score -334981.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -334982.968750 Penalty: 2391.780518
	Iteration 22Q: 3 clusters Score -334983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -334983.875000 Penalty: 2391.780518
	Iteration 23Q: 3 clusters Score -334983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -334985.687500 Penalty: 2391.780518
	Iteration 24Q: 3 clusters Score -334985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -334986.750000 Penalty: 2391.780518
	Iteration 25Q: 3 clusters Score -334986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -334989.031250 Penalty: 2391.780518
	Iteration 26Q: 3 clusters Score -334989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -334989.968750 Penalty: 2391.780518
	Iteration 27Q: 3 clusters Score -334990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -334990.156250 Penalty: 2391.780518
	Iteration 28Q: 3 clusters Score -334990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -334990.156250 Penalty: 2391.780518
	Iteration 29F: 3 clusters Score -334990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 14840 members 
Mstep: Class 3 contains 19201 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 24573 members 
Mstep: Class 6 contains 35195 members 
Mstep: Class 7 contains 40409 members 
Mstep: Class 8 contains 565 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 18092 members 
Mstep: Class 11 contains 52298 members 
Mstep: Class 12 contains 22499 members 
Mstep: Class 13 contains 39898 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 35265 members 
Mstep: Class 19 contains 31127 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 23304 members 
Mstep: Class 22 contains 21453 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 25567 members 
Mstep: Class 26 contains 9099 members 
Mstep: Class 27 contains 9337 members 
Mstep: Class 28 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78918576.000000 Penalty: 62307.648438
Iteration 199Q: 32 clusters Score -7.891858e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 15157 members 
Mstep: Class 3 contains 19214 members 
Mstep: Class 4 contains 5670 members 
Mstep: Class 5 contains 24583 members 
Mstep: Class 6 contains 35224 members 
Mstep: Class 7 contains 40701 members 
Mstep: Class 8 contains 655 members 
Mstep: Class 9 contains 15277 members 
Mstep: Class 10 contains 18083 members 
Mstep: Class 11 contains 52300 members 
Mstep: Class 12 contains 22298 members 
Mstep: Class 13 contains 39924 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 5736 members 
Mstep: Class 16 contains 2216 members 
Mstep: Class 17 contains 1831 members 
Mstep: Class 18 contains 35195 members 
Mstep: Class 19 contains 31181 members 
Mstep: Class 20 contains 27900 members 
Mstep: Class 21 contains 23469 members 
Mstep: Class 22 contains 21919 members 
Mstep: Class 23 contains 14299 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 26244 members 
Mstep: Class 26 contains 9103 members 
Mstep: Class 27 contains 9338 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 16374 members 
Mstep: Class 30 contains 27811 members 
Mstep: Class 31 contains 83856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78921680.000000 Penalty: 62307.648438
Iteration 200F: 32 clusters Score -7.892168e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 15225 members 
Mstep: Class 3 contains 19101 members 
Mstep: Class 4 contains 5669 members 
Mstep: Class 5 contains 24559 members 
Mstep: Class 6 contains 35142 members 
Mstep: Class 7 contains 40571 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 15245 members 
Mstep: Class 10 contains 18057 members 
Mstep: Class 11 contains 52303 members 
Mstep: Class 12 contains 21434 members 
Mstep: Class 13 contains 39852 members 
Mstep: Class 14 contains 2103 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 2217 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 35094 members 
Mstep: Class 19 contains 31106 members 
Mstep: Class 20 contains 27852 members 
Mstep: Class 21 contains 23388 members 
Mstep: Class 22 contains 22070 members 
Mstep: Class 23 contains 14301 members 
Mstep: Class 24 contains 10165 members 
Mstep: Class 25 contains 26442 members 
Mstep: Class 26 contains 9083 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 3100 members 
Mstep: Class 29 contains 17125 members 
Mstep: Class 30 contains 28035 members 
Mstep: Class 31 contains 85143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78922440.000000 Penalty: 62307.648438
Iteration 201Q: 32 clusters Score -7.892244e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 15281 members 
Mstep: Class 3 contains 19080 members 
Mstep: Class 4 contains 5668 members 
Mstep: Class 5 contains 24561 members 
Mstep: Class 6 contains 35126 members 
Mstep: Class 7 contains 40584 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 15241 members 
Mstep: Class 10 contains 18052 members 
Mstep: Class 11 contains 52294 members 
Mstep: Class 12 contains 20985 members 
Mstep: Class 13 contains 39839 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 4164 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 35065 members 
Mstep: Class 19 contains 31082 members 
Mstep: Class 20 contains 27841 members 
Mstep: Class 21 contains 23367 members 
Mstep: Class 22 contains 22121 members 
Mstep: Class 23 contains 14310 members 
Mstep: Class 24 contains 10146 members 
Mstep: Class 25 contains 26521 members 
Mstep: Class 26 contains 9078 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 3110 members 
Mstep: Class 29 contains 17424 members 
Mstep: Class 30 contains 28070 members 
Mstep: Class 31 contains 85826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923072.000000 Penalty: 62307.648438
Iteration 202Q: 32 clusters Score -7.892307e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 15311 members 
Mstep: Class 3 contains 19071 members 
Mstep: Class 4 contains 5667 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 35131 members 
Mstep: Class 7 contains 40602 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 15238 members 
Mstep: Class 10 contains 18053 members 
Mstep: Class 11 contains 52286 members 
Mstep: Class 12 contains 20749 members 
Mstep: Class 13 contains 39835 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 3688 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 35055 members 
Mstep: Class 19 contains 31076 members 
Mstep: Class 20 contains 27838 members 
Mstep: Class 21 contains 23368 members 
Mstep: Class 22 contains 22149 members 
Mstep: Class 23 contains 14321 members 
Mstep: Class 24 contains 10126 members 
Mstep: Class 25 contains 26558 members 
Mstep: Class 26 contains 9073 members 
Mstep: Class 27 contains 9334 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 17563 members 
Mstep: Class 30 contains 28085 members 
Mstep: Class 31 contains 86282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923288.000000 Penalty: 62307.648438
Iteration 203Q: 32 clusters Score -7.892329e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 15324 members 
Mstep: Class 3 contains 19070 members 
Mstep: Class 4 contains 5667 members 
Mstep: Class 5 contains 24568 members 
Mstep: Class 6 contains 35135 members 
Mstep: Class 7 contains 40622 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 15237 members 
Mstep: Class 10 contains 18055 members 
Mstep: Class 11 contains 52278 members 
Mstep: Class 12 contains 20652 members 
Mstep: Class 13 contains 39834 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 35048 members 
Mstep: Class 19 contains 31072 members 
Mstep: Class 20 contains 27837 members 
Mstep: Class 21 contains 23365 members 
Mstep: Class 22 contains 22160 members 
Mstep: Class 23 contains 14330 members 
Mstep: Class 24 contains 10111 members 
Mstep: Class 25 contains 26580 members 
Mstep: Class 26 contains 9071 members 
Mstep: Class 27 contains 9336 members 
Mstep: Class 28 contains 3124 members 
Mstep: Class 29 contains 17629 members 
Mstep: Class 30 contains 28090 members 
Mstep: Class 31 contains 86574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923400.000000 Penalty: 62307.648438
Iteration 204Q: 32 clusters Score -7.89234e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 15334 members 
Mstep: Class 3 contains 19068 members 
Mstep: Class 4 contains 5666 members 
Mstep: Class 5 contains 24568 members 
Mstep: Class 6 contains 35151 members 
Mstep: Class 7 contains 40641 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18057 members 
Mstep: Class 11 contains 52278 members 
Mstep: Class 12 contains 20583 members 
Mstep: Class 13 contains 39828 members 
Mstep: Class 14 contains 2127 members 
Mstep: Class 15 contains 3102 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 35047 members 
Mstep: Class 19 contains 31072 members 
Mstep: Class 20 contains 27838 members 
Mstep: Class 21 contains 23366 members 
Mstep: Class 22 contains 22166 members 
Mstep: Class 23 contains 14338 members 
Mstep: Class 24 contains 10094 members 
Mstep: Class 25 contains 26592 members 
Mstep: Class 26 contains 9073 members 
Mstep: Class 27 contains 9336 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 17657 members 
Mstep: Class 30 contains 28087 members 
Mstep: Class 31 contains 86798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923392.000000 Penalty: 62307.648438
Iteration 205Q: 32 clusters Score -7.892339e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 15340 members 
Mstep: Class 3 contains 19068 members 
Mstep: Class 4 contains 5666 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 35166 members 
Mstep: Class 7 contains 40650 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 15232 members 
Mstep: Class 10 contains 18058 members 
Mstep: Class 11 contains 52274 members 
Mstep: Class 12 contains 20555 members 
Mstep: Class 13 contains 39827 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 35047 members 
Mstep: Class 19 contains 31075 members 
Mstep: Class 20 contains 27840 members 
Mstep: Class 21 contains 23365 members 
Mstep: Class 22 contains 22170 members 
Mstep: Class 23 contains 14345 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 26598 members 
Mstep: Class 26 contains 9072 members 
Mstep: Class 27 contains 9341 members 
Mstep: Class 28 contains 3126 members 
Mstep: Class 29 contains 17676 members 
Mstep: Class 30 contains 28072 members 
Mstep: Class 31 contains 86961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923664.000000 Penalty: 62307.648438
Iteration 206Q: 32 clusters Score -7.892366e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 15344 members 
Mstep: Class 3 contains 19066 members 
Mstep: Class 4 contains 5666 members 
Mstep: Class 5 contains 24566 members 
Mstep: Class 6 contains 35174 members 
Mstep: Class 7 contains 40656 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18058 members 
Mstep: Class 11 contains 52262 members 
Mstep: Class 12 contains 20553 members 
Mstep: Class 13 contains 39824 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 2752 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31075 members 
Mstep: Class 20 contains 27840 members 
Mstep: Class 21 contains 23362 members 
Mstep: Class 22 contains 22172 members 
Mstep: Class 23 contains 14357 members 
Mstep: Class 24 contains 10049 members 
Mstep: Class 25 contains 26601 members 
Mstep: Class 26 contains 9069 members 
Mstep: Class 27 contains 9344 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 17687 members 
Mstep: Class 30 contains 28045 members 
Mstep: Class 31 contains 87104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923728.000000 Penalty: 62307.648438
Iteration 207Q: 32 clusters Score -7.892373e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 15347 members 
Mstep: Class 3 contains 19066 members 
Mstep: Class 4 contains 5666 members 
Mstep: Class 5 contains 24567 members 
Mstep: Class 6 contains 35180 members 
Mstep: Class 7 contains 40659 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 18058 members 
Mstep: Class 11 contains 52255 members 
Mstep: Class 12 contains 20542 members 
Mstep: Class 13 contains 39823 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 35045 members 
Mstep: Class 19 contains 31075 members 
Mstep: Class 20 contains 27843 members 
Mstep: Class 21 contains 23366 members 
Mstep: Class 22 contains 22173 members 
Mstep: Class 23 contains 14364 members 
Mstep: Class 24 contains 10032 members 
Mstep: Class 25 contains 26602 members 
Mstep: Class 26 contains 9070 members 
Mstep: Class 27 contains 9349 members 
Mstep: Class 28 contains 3127 members 
Mstep: Class 29 contains 17694 members 
Mstep: Class 30 contains 28027 members 
Mstep: Class 31 contains 87241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923992.000000 Penalty: 62307.648438
Iteration 208Q: 32 clusters Score -7.892399e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93842 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19065 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 35185 members 
Mstep: Class 7 contains 40662 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 15236 members 
Mstep: Class 10 contains 18058 members 
Mstep: Class 11 contains 52254 members 
Mstep: Class 12 contains 20546 members 
Mstep: Class 13 contains 39823 members 
Mstep: Class 14 contains 2154 members 
Mstep: Class 15 contains 2512 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1801 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31074 members 
Mstep: Class 20 contains 27844 members 
Mstep: Class 21 contains 23366 members 
Mstep: Class 22 contains 22175 members 
Mstep: Class 23 contains 14372 members 
Mstep: Class 24 contains 10014 members 
Mstep: Class 25 contains 26604 members 
Mstep: Class 26 contains 9066 members 
Mstep: Class 27 contains 9354 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 17701 members 
Mstep: Class 30 contains 28015 members 
Mstep: Class 31 contains 87314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923984.000000 Penalty: 62307.648438
Iteration 209Q: 32 clusters Score -7.892398e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19064 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35190 members 
Mstep: Class 7 contains 40668 members 
Mstep: Class 8 contains 912 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 18058 members 
Mstep: Class 11 contains 52254 members 
Mstep: Class 12 contains 20549 members 
Mstep: Class 13 contains 39824 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31071 members 
Mstep: Class 20 contains 27844 members 
Mstep: Class 21 contains 23363 members 
Mstep: Class 22 contains 22174 members 
Mstep: Class 23 contains 14375 members 
Mstep: Class 24 contains 10002 members 
Mstep: Class 25 contains 26605 members 
Mstep: Class 26 contains 9068 members 
Mstep: Class 27 contains 9356 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 17705 members 
Mstep: Class 30 contains 28010 members 
Mstep: Class 31 contains 87373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78924088.000000 Penalty: 62307.648438
Iteration 210Q: 32 clusters Score -7.892409e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19063 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35190 members 
Mstep: Class 7 contains 40676 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 18059 members 
Mstep: Class 11 contains 52250 members 
Mstep: Class 12 contains 20548 members 
Mstep: Class 13 contains 39826 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35045 members 
Mstep: Class 19 contains 31072 members 
Mstep: Class 20 contains 27844 members 
Mstep: Class 21 contains 23363 members 
Mstep: Class 22 contains 22174 members 
Mstep: Class 23 contains 14380 members 
Mstep: Class 24 contains 9993 members 
Mstep: Class 25 contains 26606 members 
Mstep: Class 26 contains 9069 members 
Mstep: Class 27 contains 9359 members 
Mstep: Class 28 contains 3129 members 
Mstep: Class 29 contains 17707 members 
Mstep: Class 30 contains 28001 members 
Mstep: Class 31 contains 87430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923952.000000 Penalty: 62307.648438
Iteration 211Q: 32 clusters Score -7.892395e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19062 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35191 members 
Mstep: Class 7 contains 40680 members 
Mstep: Class 8 contains 932 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 18060 members 
Mstep: Class 11 contains 52241 members 
Mstep: Class 12 contains 20547 members 
Mstep: Class 13 contains 39822 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35045 members 
Mstep: Class 19 contains 31069 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23360 members 
Mstep: Class 22 contains 22177 members 
Mstep: Class 23 contains 14386 members 
Mstep: Class 24 contains 9992 members 
Mstep: Class 25 contains 26606 members 
Mstep: Class 26 contains 9076 members 
Mstep: Class 27 contains 9361 members 
Mstep: Class 28 contains 3131 members 
Mstep: Class 29 contains 17710 members 
Mstep: Class 30 contains 27995 members 
Mstep: Class 31 contains 87460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78924048.000000 Penalty: 62307.648438
Iteration 212Q: 32 clusters Score -7.892405e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93833 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19061 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35193 members 
Mstep: Class 7 contains 40684 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52241 members 
Mstep: Class 12 contains 20541 members 
Mstep: Class 13 contains 39821 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31070 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23358 members 
Mstep: Class 22 contains 22179 members 
Mstep: Class 23 contains 14388 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 26608 members 
Mstep: Class 26 contains 9078 members 
Mstep: Class 27 contains 9365 members 
Mstep: Class 28 contains 3135 members 
Mstep: Class 29 contains 17711 members 
Mstep: Class 30 contains 27989 members 
Mstep: Class 31 contains 87475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923912.000000 Penalty: 62307.648438
Iteration 213Q: 32 clusters Score -7.892391e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19061 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 35195 members 
Mstep: Class 7 contains 40688 members 
Mstep: Class 8 contains 945 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52239 members 
Mstep: Class 12 contains 20540 members 
Mstep: Class 13 contains 39816 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 2269 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35045 members 
Mstep: Class 19 contains 31066 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23357 members 
Mstep: Class 22 contains 22179 members 
Mstep: Class 23 contains 14391 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 26608 members 
Mstep: Class 26 contains 9079 members 
Mstep: Class 27 contains 9373 members 
Mstep: Class 28 contains 3135 members 
Mstep: Class 29 contains 17712 members 
Mstep: Class 30 contains 27984 members 
Mstep: Class 31 contains 87495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923888.000000 Penalty: 62307.648438
Iteration 214Q: 32 clusters Score -7.892389e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19060 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 35197 members 
Mstep: Class 7 contains 40688 members 
Mstep: Class 8 contains 950 members 
Mstep: Class 9 contains 15233 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52239 members 
Mstep: Class 12 contains 20546 members 
Mstep: Class 13 contains 39814 members 
Mstep: Class 14 contains 2183 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35045 members 
Mstep: Class 19 contains 31062 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23353 members 
Mstep: Class 22 contains 22180 members 
Mstep: Class 23 contains 14390 members 
Mstep: Class 24 contains 9983 members 
Mstep: Class 25 contains 26609 members 
Mstep: Class 26 contains 9080 members 
Mstep: Class 27 contains 9374 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 17713 members 
Mstep: Class 30 contains 27981 members 
Mstep: Class 31 contains 87511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923816.000000 Penalty: 62307.648438
Iteration 215Q: 32 clusters Score -7.892382e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19059 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 35201 members 
Mstep: Class 7 contains 40688 members 
Mstep: Class 8 contains 957 members 
Mstep: Class 9 contains 15233 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52240 members 
Mstep: Class 12 contains 20546 members 
Mstep: Class 13 contains 39814 members 
Mstep: Class 14 contains 2186 members 
Mstep: Class 15 contains 2225 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31056 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23352 members 
Mstep: Class 22 contains 22181 members 
Mstep: Class 23 contains 14389 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 26610 members 
Mstep: Class 26 contains 9082 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 17714 members 
Mstep: Class 30 contains 27979 members 
Mstep: Class 31 contains 87528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923888.000000 Penalty: 62307.648438
Iteration 216Q: 32 clusters Score -7.892389e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19059 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 7 contains 40688 members 
Mstep: Class 8 contains 960 members 
Mstep: Class 9 contains 15233 members 
Mstep: Class 10 contains 18062 members 
Mstep: Class 11 contains 52240 members 
Mstep: Class 12 contains 20549 members 
Mstep: Class 13 contains 39812 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31056 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23352 members 
Mstep: Class 22 contains 22181 members 
Mstep: Class 23 contains 14388 members 
Mstep: Class 24 contains 9983 members 
Mstep: Class 25 contains 26610 members 
Mstep: Class 26 contains 9083 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 17717 members 
Mstep: Class 30 contains 27976 members 
Mstep: Class 31 contains 87539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923856.000000 Penalty: 62307.648438
Iteration 217Q: 32 clusters Score -7.892386e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5664 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 7 contains 40688 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 15233 members 
Mstep: Class 10 contains 18062 members 
Mstep: Class 11 contains 52234 members 
Mstep: Class 12 contains 20550 members 
Mstep: Class 13 contains 39812 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31054 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23352 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 9982 members 
Mstep: Class 25 contains 26611 members 
Mstep: Class 26 contains 9085 members 
Mstep: Class 27 contains 9380 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 17720 members 
Mstep: Class 30 contains 27971 members 
Mstep: Class 31 contains 87550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923856.000000 Penalty: 62307.648438
Iteration 218Q: 32 clusters Score -7.892386e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5663 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 7 contains 40688 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 15233 members 
Mstep: Class 10 contains 18062 members 
Mstep: Class 11 contains 52234 members 
Mstep: Class 12 contains 20553 members 
Mstep: Class 13 contains 39810 members 
Mstep: Class 14 contains 2190 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31049 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23352 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14396 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 26611 members 
Mstep: Class 26 contains 9082 members 
Mstep: Class 27 contains 9380 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 17721 members 
Mstep: Class 30 contains 27969 members 
Mstep: Class 31 contains 87564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923880.000000 Penalty: 62307.648438
Iteration 219Q: 32 clusters Score -7.892388e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93817 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18062 members 
Mstep: Class 11 contains 52235 members 
Mstep: Class 12 contains 20556 members 
Mstep: Class 13 contains 39810 members 
Mstep: Class 14 contains 2192 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31046 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23350 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14397 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 26611 members 
Mstep: Class 26 contains 9083 members 
Mstep: Class 27 contains 9380 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27967 members 
Mstep: Class 31 contains 87577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923888.000000 Penalty: 62307.648438
Iteration 220F: 32 clusters Score -7.892389e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93810 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24569 members 
Mstep: Class 6 contains 35204 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18062 members 
Mstep: Class 11 contains 52239 members 
Mstep: Class 12 contains 20563 members 
Mstep: Class 13 contains 39811 members 
Mstep: Class 14 contains 2192 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31042 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23349 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14397 members 
Mstep: Class 24 contains 9993 members 
Mstep: Class 25 contains 26611 members 
Mstep: Class 26 contains 9089 members 
Mstep: Class 27 contains 9378 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27966 members 
Mstep: Class 31 contains 87594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923920.000000 Penalty: 62307.648438
Iteration 221Q: 32 clusters Score -7.892392e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35204 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52240 members 
Mstep: Class 12 contains 20563 members 
Mstep: Class 13 contains 39813 members 
Mstep: Class 14 contains 2192 members 
Mstep: Class 15 contains 2125 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31042 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23349 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14398 members 
Mstep: Class 24 contains 9992 members 
Mstep: Class 25 contains 26612 members 
Mstep: Class 26 contains 9089 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27966 members 
Mstep: Class 31 contains 87614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923912.000000 Penalty: 62307.648438
Iteration 222Q: 32 clusters Score -7.892391e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24571 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52241 members 
Mstep: Class 12 contains 20565 members 
Mstep: Class 13 contains 39813 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 15 contains 2096 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31043 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14400 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 26612 members 
Mstep: Class 26 contains 9092 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3137 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27966 members 
Mstep: Class 31 contains 87639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923952.000000 Penalty: 62307.648438
Iteration 223Q: 32 clusters Score -7.892395e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24571 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 959 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52241 members 
Mstep: Class 12 contains 20566 members 
Mstep: Class 13 contains 39812 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 2076 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31045 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23347 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14399 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 26612 members 
Mstep: Class 26 contains 9091 members 
Mstep: Class 27 contains 9376 members 
Mstep: Class 28 contains 3137 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27964 members 
Mstep: Class 31 contains 87657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923944.000000 Penalty: 62307.648438
Iteration 224Q: 32 clusters Score -7.892394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24571 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52239 members 
Mstep: Class 12 contains 20567 members 
Mstep: Class 13 contains 39811 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35044 members 
Mstep: Class 19 contains 31044 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23347 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14400 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 26612 members 
Mstep: Class 26 contains 9093 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3138 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27961 members 
Mstep: Class 31 contains 87673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923992.000000 Penalty: 62307.648438
Iteration 225Q: 32 clusters Score -7.892399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24571 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40690 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52237 members 
Mstep: Class 12 contains 20564 members 
Mstep: Class 13 contains 39812 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31042 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23347 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14403 members 
Mstep: Class 24 contains 9987 members 
Mstep: Class 25 contains 26612 members 
Mstep: Class 26 contains 9094 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3140 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27960 members 
Mstep: Class 31 contains 87683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923984.000000 Penalty: 62307.648438
Iteration 226Q: 32 clusters Score -7.892398e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24571 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40690 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52236 members 
Mstep: Class 12 contains 20566 members 
Mstep: Class 13 contains 39811 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35041 members 
Mstep: Class 19 contains 31041 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23347 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14404 members 
Mstep: Class 24 contains 9986 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9096 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27959 members 
Mstep: Class 31 contains 87688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923976.000000 Penalty: 62307.648438
Iteration 227Q: 32 clusters Score -7.892398e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24571 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40690 members 
Mstep: Class 8 contains 963 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52236 members 
Mstep: Class 12 contains 20568 members 
Mstep: Class 13 contains 39810 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35040 members 
Mstep: Class 19 contains 31040 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14405 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9101 members 
Mstep: Class 27 contains 9376 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27957 members 
Mstep: Class 31 contains 87688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923976.000000 Penalty: 62307.648438
Iteration 228Q: 32 clusters Score -7.892398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93801 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19058 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24571 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40690 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52234 members 
Mstep: Class 12 contains 20567 members 
Mstep: Class 13 contains 39810 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35040 members 
Mstep: Class 19 contains 31040 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14407 members 
Mstep: Class 24 contains 9983 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9104 members 
Mstep: Class 27 contains 9376 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27955 members 
Mstep: Class 31 contains 87698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923976.000000 Penalty: 62307.648438
Iteration 229Q: 32 clusters Score -7.892398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93799 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40690 members 
Mstep: Class 8 contains 967 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52232 members 
Mstep: Class 12 contains 20568 members 
Mstep: Class 13 contains 39808 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35041 members 
Mstep: Class 19 contains 31040 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14409 members 
Mstep: Class 24 contains 9983 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9109 members 
Mstep: Class 27 contains 9376 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27953 members 
Mstep: Class 31 contains 87707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78923968.000000 Penalty: 62307.648438
Iteration 230Q: 32 clusters Score -7.892397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52230 members 
Mstep: Class 12 contains 20567 members 
Mstep: Class 13 contains 39808 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31039 members 
Mstep: Class 20 contains 27846 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14411 members 
Mstep: Class 24 contains 9982 members 
Mstep: Class 25 contains 26614 members 
Mstep: Class 26 contains 9111 members 
Mstep: Class 27 contains 9376 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17722 members 
Mstep: Class 30 contains 27953 members 
Mstep: Class 31 contains 87716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78924072.000000 Penalty: 62307.648438
Iteration 231Q: 32 clusters Score -7.892407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35206 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52228 members 
Mstep: Class 12 contains 20566 members 
Mstep: Class 13 contains 39808 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31038 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14414 members 
Mstep: Class 24 contains 9980 members 
Mstep: Class 25 contains 26614 members 
Mstep: Class 26 contains 9112 members 
Mstep: Class 27 contains 9376 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17723 members 
Mstep: Class 30 contains 27953 members 
Mstep: Class 31 contains 87724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78924072.000000 Penalty: 62307.648438
Iteration 232Q: 32 clusters Score -7.892407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35206 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52224 members 
Mstep: Class 12 contains 20565 members 
Mstep: Class 13 contains 39808 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31037 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14418 members 
Mstep: Class 24 contains 9979 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17724 members 
Mstep: Class 30 contains 27954 members 
Mstep: Class 31 contains 87725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78924080.000000 Penalty: 62307.648438
Iteration 233Q: 32 clusters Score -7.892408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35206 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52225 members 
Mstep: Class 12 contains 20567 members 
Mstep: Class 13 contains 39808 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31036 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14419 members 
Mstep: Class 24 contains 9980 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9111 members 
Mstep: Class 27 contains 9378 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17724 members 
Mstep: Class 30 contains 27954 members 
Mstep: Class 31 contains 87727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78924016.000000 Penalty: 62307.648438
Iteration 234Q: 32 clusters Score -7.892402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35205 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52223 members 
Mstep: Class 12 contains 20566 members 
Mstep: Class 13 contains 39808 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31036 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14422 members 
Mstep: Class 24 contains 9982 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9110 members 
Mstep: Class 27 contains 9378 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17724 members 
Mstep: Class 30 contains 27954 members 
Mstep: Class 31 contains 87726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78924008.000000 Penalty: 62307.648438
Iteration 235Q: 32 clusters Score -7.892401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93795 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35203 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15234 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52221 members 
Mstep: Class 12 contains 20567 members 
Mstep: Class 13 contains 39808 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31036 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9985 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9108 members 
Mstep: Class 27 contains 9378 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17724 members 
Mstep: Class 30 contains 27954 members 
Mstep: Class 31 contains 87728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78924032.000000 Penalty: 62307.648438
Iteration 236Q: 32 clusters Score -7.892403e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35204 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52223 members 
Mstep: Class 12 contains 20568 members 
Mstep: Class 13 contains 39807 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31036 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9109 members 
Mstep: Class 27 contains 9378 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17724 members 
Mstep: Class 30 contains 27954 members 
Mstep: Class 31 contains 87727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78924064.000000 Penalty: 62307.648438
Iteration 237Q: 32 clusters Score -7.892406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52226 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 39807 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31036 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9985 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9111 members 
Mstep: Class 27 contains 9378 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17724 members 
Mstep: Class 30 contains 27954 members 
Mstep: Class 31 contains 87727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78924104.000000 Penalty: 62307.648438
Iteration 238Q: 32 clusters Score -7.89241e+07 nChanged 14
Entering ConstructFrom: 
Score: -78924104.000000 Penalty: 62307.648438
Entering ConstructFrom: 
Trying to split cluster 1 (93786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Entering Unmasked Estep 
Score: -10367778.000000 Penalty: 1703.577148
	Iteration 0F: 2 clusters Score -1.036778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -10306425.000000 Penalty: 3407.154297
	Iteration 0F: 3 clusters Score -1.030642e+07 nChanged 44190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -10332246.000000 Penalty: 3407.154297
	Iteration 1F: 3 clusters Score -1.033225e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -10333274.000000 Penalty: 3407.154297
	Iteration 2Q: 3 clusters Score -1.033327e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -10334599.000000 Penalty: 3407.154297
	Iteration 3Q: 3 clusters Score -1.03346e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -10336022.000000 Penalty: 3407.154297
	Iteration 4Q: 3 clusters Score -1.033602e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -10337653.000000 Penalty: 3407.154297
	Iteration 5Q: 3 clusters Score -1.033765e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -10339315.000000 Penalty: 3407.154297
	Iteration 6Q: 3 clusters Score -1.033932e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -10341053.000000 Penalty: 3407.154297
	Iteration 7Q: 3 clusters Score -1.034105e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -10342459.000000 Penalty: 3407.154297
	Iteration 8Q: 3 clusters Score -1.034246e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -10343610.000000 Penalty: 3407.154297
	Iteration 9Q: 3 clusters Score -1.034361e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -10344697.000000 Penalty: 3407.154297
	Iteration 10Q: 3 clusters Score -1.03447e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -10345423.000000 Penalty: 3407.154297
	Iteration 11Q: 3 clusters Score -1.034542e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -10346272.000000 Penalty: 3407.154297
	Iteration 12Q: 3 clusters Score -1.034627e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -10346988.000000 Penalty: 3407.154297
	Iteration 13Q: 3 clusters Score -1.034699e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -10347784.000000 Penalty: 3407.154297
	Iteration 14Q: 3 clusters Score -1.034778e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
Score: -10348611.000000 Penalty: 3407.154297
	Iteration 15Q: 3 clusters Score -1.034861e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -10349703.000000 Penalty: 3407.154297
	Iteration 16Q: 3 clusters Score -1.03497e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -10351026.000000 Penalty: 3407.154297
	Iteration 17Q: 3 clusters Score -1.035103e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -10352668.000000 Penalty: 3407.154297
	Iteration 18Q: 3 clusters Score -1.035267e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -10354589.000000 Penalty: 3407.154297
	Iteration 19Q: 3 clusters Score -1.035459e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -10356402.000000 Penalty: 3407.154297
	Iteration 20F: 3 clusters Score -1.03564e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -10357871.000000 Penalty: 3407.154297
	Iteration 21Q: 3 clusters Score -1.035787e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -10359041.000000 Penalty: 3407.154297
	Iteration 22Q: 3 clusters Score -1.035904e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -10359911.000000 Penalty: 3407.154297
	Iteration 23Q: 3 clusters Score -1.035991e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -10360753.000000 Penalty: 3407.154297
	Iteration 24Q: 3 clusters Score -1.036075e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -10361492.000000 Penalty: 3407.154297
	Iteration 25Q: 3 clusters Score -1.036149e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -10362147.000000 Penalty: 3407.154297
	Iteration 26Q: 3 clusters Score -1.036215e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -10362816.000000 Penalty: 3407.154297
	Iteration 27Q: 3 clusters Score -1.036282e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 87138 members 
Entering Unmasked Estep 
Score: -10363375.000000 Penalty: 3407.154297
	Iteration 28Q: 3 clusters Score -1.036338e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -10363838.000000 Penalty: 3407.154297
	Iteration 29Q: 3 clusters Score -1.036384e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -10364301.000000 Penalty: 3407.154297
	Iteration 30Q: 3 clusters Score -1.03643e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -10364703.000000 Penalty: 3407.154297
	Iteration 31Q: 3 clusters Score -1.03647e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -10365082.000000 Penalty: 3407.154297
	Iteration 32Q: 3 clusters Score -1.036508e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -10365442.000000 Penalty: 3407.154297
	Iteration 33Q: 3 clusters Score -1.036544e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -10365781.000000 Penalty: 3407.154297
	Iteration 34Q: 3 clusters Score -1.036578e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -10366051.000000 Penalty: 3407.154297
	Iteration 35Q: 3 clusters Score -1.036605e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -10366220.000000 Penalty: 3407.154297
	Iteration 36Q: 3 clusters Score -1.036622e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -10366357.000000 Penalty: 3407.154297
	Iteration 37Q: 3 clusters Score -1.036636e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 92374 members 
Entering Unmasked Estep 
Score: -10366410.000000 Penalty: 3407.154297
	Iteration 38Q: 3 clusters Score -1.036641e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -10366473.000000 Penalty: 3407.154297
	Iteration 39Q: 3 clusters Score -1.036647e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -10366521.000000 Penalty: 3407.154297
	Iteration 40F: 3 clusters Score -1.036652e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -10366544.000000 Penalty: 3407.154297
	Iteration 41Q: 3 clusters Score -1.036654e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 92680 members 
Entering Unmasked Estep 
Score: -10366596.000000 Penalty: 3407.154297
	Iteration 42Q: 3 clusters Score -1.03666e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -10366621.000000 Penalty: 3407.154297
	Iteration 43Q: 3 clusters Score -1.036662e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -10366650.000000 Penalty: 3407.154297
	Iteration 44Q: 3 clusters Score -1.036665e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 92791 members 
Entering Unmasked Estep 
Score: -10366661.000000 Penalty: 3407.154297
	Iteration 45Q: 3 clusters Score -1.036666e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -10366667.000000 Penalty: 3407.154297
	Iteration 46Q: 3 clusters Score -1.036667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -10366696.000000 Penalty: 3407.154297
	Iteration 47Q: 3 clusters Score -1.03667e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 92871 members 
Entering Unmasked Estep 
Score: -10366701.000000 Penalty: 3407.154297
	Iteration 48Q: 3 clusters Score -1.03667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -10366715.000000 Penalty: 3407.154297
	Iteration 49Q: 3 clusters Score -1.036672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -10366738.000000 Penalty: 3407.154297
	Iteration 50Q: 3 clusters Score -1.036674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -10366741.000000 Penalty: 3407.154297
	Iteration 51Q: 3 clusters Score -1.036674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -10366746.000000 Penalty: 3407.154297
	Iteration 52Q: 3 clusters Score -1.036675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -10366760.000000 Penalty: 3407.154297
	Iteration 53Q: 3 clusters Score -1.036676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -10366765.000000 Penalty: 3407.154297
	Iteration 54Q: 3 clusters Score -1.036676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -10366760.000000 Penalty: 3407.154297
	Iteration 55Q: 3 clusters Score -1.036676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -10366758.000000 Penalty: 3407.154297
	Iteration 56Q: 3 clusters Score -1.036676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -10366759.000000 Penalty: 3407.154297
	Iteration 57Q: 3 clusters Score -1.036676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -10366755.000000 Penalty: 3407.154297
	Iteration 58Q: 3 clusters Score -1.036676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -10366754.000000 Penalty: 3407.154297
	Iteration 59Q: 3 clusters Score -1.036675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -10366756.000000 Penalty: 3407.154297
	Iteration 60F: 3 clusters Score -1.036676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -10366748.000000 Penalty: 3407.154297
	Iteration 61Q: 3 clusters Score -1.036675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -10366756.000000 Penalty: 3407.154297
	Iteration 62Q: 3 clusters Score -1.036676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -10366758.000000 Penalty: 3407.154297
	Iteration 63Q: 3 clusters Score -1.036676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -10366758.000000 Penalty: 3407.154297
	Iteration 64F: 3 clusters Score -1.036676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Entering Unmasked Estep 
Score: -1716575.625000 Penalty: 1434.244629
	Iteration 0F: 2 clusters Score -1716576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1706450.250000 Penalty: 2868.489258
	Iteration 0F: 3 clusters Score -1706450 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1710045.125000 Penalty: 2868.489258
	Iteration 1F: 3 clusters Score -1710045 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1710448.375000 Penalty: 2868.489258
	Iteration 2F: 3 clusters Score -1710448 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1710775.875000 Penalty: 2868.489258
	Iteration 3Q: 3 clusters Score -1710776 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1711141.750000 Penalty: 2868.489258
	Iteration 4Q: 3 clusters Score -1711142 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1711528.875000 Penalty: 2868.489258
	Iteration 5F: 3 clusters Score -1711529 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1711936.375000 Penalty: 2868.489258
	Iteration 6Q: 3 clusters Score -1711936 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1712392.375000 Penalty: 2868.489258
	Iteration 7F: 3 clusters Score -1712392 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1712832.500000 Penalty: 2868.489258
	Iteration 8Q: 3 clusters Score -1712832 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1713253.375000 Penalty: 2868.489258
	Iteration 9Q: 3 clusters Score -1713253 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1713635.375000 Penalty: 2868.489258
	Iteration 10Q: 3 clusters Score -1713635 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1714014.000000 Penalty: 2868.489258
	Iteration 11Q: 3 clusters Score -1714014 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1714326.875000 Penalty: 2868.489258
	Iteration 12Q: 3 clusters Score -1714327 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1714572.875000 Penalty: 2868.489258
	Iteration 13Q: 3 clusters Score -1714573 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1714771.750000 Penalty: 2868.489258
	Iteration 14Q: 3 clusters Score -1714772 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1714915.750000 Penalty: 2868.489258
	Iteration 15Q: 3 clusters Score -1714916 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1715028.250000 Penalty: 2868.489258
	Iteration 16Q: 3 clusters Score -1715028 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1715105.000000 Penalty: 2868.489258
	Iteration 17Q: 3 clusters Score -1715105 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1715166.125000 Penalty: 2868.489258
	Iteration 18Q: 3 clusters Score -1715166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1715216.750000 Penalty: 2868.489258
	Iteration 19Q: 3 clusters Score -1715217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1715262.375000 Penalty: 2868.489258
	Iteration 20F: 3 clusters Score -1715262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1715299.375000 Penalty: 2868.489258
	Iteration 21Q: 3 clusters Score -1715299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1715325.625000 Penalty: 2868.489258
	Iteration 22Q: 3 clusters Score -1715326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1715357.125000 Penalty: 2868.489258
	Iteration 23Q: 3 clusters Score -1715357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1715366.000000 Penalty: 2868.489258
	Iteration 24Q: 3 clusters Score -1715366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1715376.000000 Penalty: 2868.489258
	Iteration 25Q: 3 clusters Score -1715376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1715380.500000 Penalty: 2868.489258
	Iteration 26Q: 3 clusters Score -1715380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1715382.250000 Penalty: 2868.489258
	Iteration 27Q: 3 clusters Score -1715382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1715384.500000 Penalty: 2868.489258
	Iteration 28Q: 3 clusters Score -1715384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1715388.875000 Penalty: 2868.489258
	Iteration 29Q: 3 clusters Score -1715389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1715390.500000 Penalty: 2868.489258
	Iteration 30Q: 3 clusters Score -1715390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1715397.125000 Penalty: 2868.489258
	Iteration 31Q: 3 clusters Score -1715397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1715405.875000 Penalty: 2868.489258
	Iteration 32Q: 3 clusters Score -1715406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1715416.375000 Penalty: 2868.489258
	Iteration 33Q: 3 clusters Score -1715416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1715425.500000 Penalty: 2868.489258
	Iteration 34Q: 3 clusters Score -1715426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1715431.750000 Penalty: 2868.489258
	Iteration 35Q: 3 clusters Score -1715432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1715432.875000 Penalty: 2868.489258
	Iteration 36Q: 3 clusters Score -1715433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1715432.375000 Penalty: 2868.489258
	Iteration 37Q: 3 clusters Score -1715432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1715435.375000 Penalty: 2868.489258
	Iteration 38Q: 3 clusters Score -1715435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1715439.250000 Penalty: 2868.489258
	Iteration 39Q: 3 clusters Score -1715439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1715439.000000 Penalty: 2868.489258
	Iteration 40F: 3 clusters Score -1715439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1715443.250000 Penalty: 2868.489258
	Iteration 41Q: 3 clusters Score -1715443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1715448.000000 Penalty: 2868.489258
	Iteration 42Q: 3 clusters Score -1715448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1715452.750000 Penalty: 2868.489258
	Iteration 43Q: 3 clusters Score -1715453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1715454.375000 Penalty: 2868.489258
	Iteration 44Q: 3 clusters Score -1715454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1715452.750000 Penalty: 2868.489258
	Iteration 45Q: 3 clusters Score -1715453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1715454.625000 Penalty: 2868.489258
	Iteration 46Q: 3 clusters Score -1715455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1715454.625000 Penalty: 2868.489258
	Iteration 47F: 3 clusters Score -1715455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Entering Unmasked Estep 
Score: -2130210.750000 Penalty: 1466.452148
	Iteration 0F: 2 clusters Score -2130211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2117896.250000 Penalty: 2932.904297
	Iteration 0F: 3 clusters Score -2117896 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2122424.750000 Penalty: 2932.904297
	Iteration 1F: 3 clusters Score -2122425 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2122869.250000 Penalty: 2932.904297
	Iteration 2F: 3 clusters Score -2122869 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2123289.500000 Penalty: 2932.904297
	Iteration 3F: 3 clusters Score -2123290 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2123734.250000 Penalty: 2932.904297
	Iteration 4Q: 3 clusters Score -2123734 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2124194.500000 Penalty: 2932.904297
	Iteration 5F: 3 clusters Score -2124194 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2124631.000000 Penalty: 2932.904297
	Iteration 6Q: 3 clusters Score -2124631 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2125088.750000 Penalty: 2932.904297
	Iteration 7Q: 3 clusters Score -2125089 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2125570.750000 Penalty: 2932.904297
	Iteration 8Q: 3 clusters Score -2125571 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2126068.500000 Penalty: 2932.904297
	Iteration 9Q: 3 clusters Score -2126068 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2126554.000000 Penalty: 2932.904297
	Iteration 10Q: 3 clusters Score -2126554 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2126983.750000 Penalty: 2932.904297
	Iteration 11Q: 3 clusters Score -2126984 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2127400.500000 Penalty: 2932.904297
	Iteration 12Q: 3 clusters Score -2127400 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2127714.250000 Penalty: 2932.904297
	Iteration 13Q: 3 clusters Score -2127714 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2128020.000000 Penalty: 2932.904297
	Iteration 14Q: 3 clusters Score -2128020 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2128253.500000 Penalty: 2932.904297
	Iteration 15Q: 3 clusters Score -2128254 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2128465.750000 Penalty: 2932.904297
	Iteration 16Q: 3 clusters Score -2128466 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2128627.750000 Penalty: 2932.904297
	Iteration 17Q: 3 clusters Score -2128628 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2128753.250000 Penalty: 2932.904297
	Iteration 18Q: 3 clusters Score -2128753 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2128843.000000 Penalty: 2932.904297
	Iteration 19Q: 3 clusters Score -2128843 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2128893.000000 Penalty: 2932.904297
	Iteration 20F: 3 clusters Score -2128893 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2128936.750000 Penalty: 2932.904297
	Iteration 21Q: 3 clusters Score -2128937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2128962.500000 Penalty: 2932.904297
	Iteration 22Q: 3 clusters Score -2128962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2128980.000000 Penalty: 2932.904297
	Iteration 23Q: 3 clusters Score -2128980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2129001.000000 Penalty: 2932.904297
	Iteration 24Q: 3 clusters Score -2129001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2129022.500000 Penalty: 2932.904297
	Iteration 25Q: 3 clusters Score -2129022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2129034.000000 Penalty: 2932.904297
	Iteration 26Q: 3 clusters Score -2129034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2129045.750000 Penalty: 2932.904297
	Iteration 27Q: 3 clusters Score -2129046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2129056.000000 Penalty: 2932.904297
	Iteration 28Q: 3 clusters Score -2129056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2129064.750000 Penalty: 2932.904297
	Iteration 29Q: 3 clusters Score -2129065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2129078.500000 Penalty: 2932.904297
	Iteration 30Q: 3 clusters Score -2129078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2129086.750000 Penalty: 2932.904297
	Iteration 31Q: 3 clusters Score -2129087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2129096.000000 Penalty: 2932.904297
	Iteration 32Q: 3 clusters Score -2129096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2129102.750000 Penalty: 2932.904297
	Iteration 33Q: 3 clusters Score -2129103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2129105.000000 Penalty: 2932.904297
	Iteration 34Q: 3 clusters Score -2129105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2129110.000000 Penalty: 2932.904297
	Iteration 35Q: 3 clusters Score -2129110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2129109.750000 Penalty: 2932.904297
	Iteration 36Q: 3 clusters Score -2129110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2129113.750000 Penalty: 2932.904297
	Iteration 37Q: 3 clusters Score -2129114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2129117.750000 Penalty: 2932.904297
	Iteration 38Q: 3 clusters Score -2129118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2129117.000000 Penalty: 2932.904297
	Iteration 39Q: 3 clusters Score -2129117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2129117.000000 Penalty: 2932.904297
	Iteration 40F: 3 clusters Score -2129117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -673412.312500 Penalty: 1285.807495
	Iteration 0F: 2 clusters Score -673412.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -669338.562500 Penalty: 2571.614990
	Iteration 0F: 3 clusters Score -669338.6 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -670499.687500 Penalty: 2571.614990
	Iteration 1F: 3 clusters Score -670499.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -670703.687500 Penalty: 2571.614990
	Iteration 2F: 3 clusters Score -670703.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -670854.312500 Penalty: 2571.614990
	Iteration 3Q: 3 clusters Score -670854.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -670962.562500 Penalty: 2571.614990
	Iteration 4Q: 3 clusters Score -670962.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -671058.312500 Penalty: 2571.614990
	Iteration 5Q: 3 clusters Score -671058.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -671150.375000 Penalty: 2571.614990
	Iteration 6Q: 3 clusters Score -671150.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -671243.437500 Penalty: 2571.614990
	Iteration 7Q: 3 clusters Score -671243.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -671326.812500 Penalty: 2571.614990
	Iteration 8Q: 3 clusters Score -671326.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -671422.000000 Penalty: 2571.614990
	Iteration 9Q: 3 clusters Score -671422 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -671513.062500 Penalty: 2571.614990
	Iteration 10Q: 3 clusters Score -671513.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -671586.000000 Penalty: 2571.614990
	Iteration 11Q: 3 clusters Score -671586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -671661.312500 Penalty: 2571.614990
	Iteration 12Q: 3 clusters Score -671661.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -671724.875000 Penalty: 2571.614990
	Iteration 13Q: 3 clusters Score -671724.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -671780.625000 Penalty: 2571.614990
	Iteration 14Q: 3 clusters Score -671780.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -671828.125000 Penalty: 2571.614990
	Iteration 15Q: 3 clusters Score -671828.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -671889.000000 Penalty: 2571.614990
	Iteration 16Q: 3 clusters Score -671889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -671944.625000 Penalty: 2571.614990
	Iteration 17Q: 3 clusters Score -671944.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -672011.687500 Penalty: 2571.614990
	Iteration 18Q: 3 clusters Score -672011.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -672087.187500 Penalty: 2571.614990
	Iteration 19Q: 3 clusters Score -672087.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -672149.875000 Penalty: 2571.614990
	Iteration 20F: 3 clusters Score -672149.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -672202.562500 Penalty: 2571.614990
	Iteration 21Q: 3 clusters Score -672202.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -672251.875000 Penalty: 2571.614990
	Iteration 22Q: 3 clusters Score -672251.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -672280.375000 Penalty: 2571.614990
	Iteration 23Q: 3 clusters Score -672280.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -672310.062500 Penalty: 2571.614990
	Iteration 24Q: 3 clusters Score -672310.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -672329.687500 Penalty: 2571.614990
	Iteration 25Q: 3 clusters Score -672329.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -672348.500000 Penalty: 2571.614990
	Iteration 26Q: 3 clusters Score -672348.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -672373.062500 Penalty: 2571.614990
	Iteration 27Q: 3 clusters Score -672373.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -672388.500000 Penalty: 2571.614990
	Iteration 28Q: 3 clusters Score -672388.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -672401.250000 Penalty: 2571.614990
	Iteration 29Q: 3 clusters Score -672401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -672419.687500 Penalty: 2571.614990
	Iteration 30Q: 3 clusters Score -672419.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -672431.312500 Penalty: 2571.614990
	Iteration 31Q: 3 clusters Score -672431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -672439.562500 Penalty: 2571.614990
	Iteration 32Q: 3 clusters Score -672439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -672448.187500 Penalty: 2571.614990
	Iteration 33Q: 3 clusters Score -672448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -672452.375000 Penalty: 2571.614990
	Iteration 34Q: 3 clusters Score -672452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -672452.875000 Penalty: 2571.614990
	Iteration 35Q: 3 clusters Score -672452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -672454.375000 Penalty: 2571.614990
	Iteration 36Q: 3 clusters Score -672454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -672454.375000 Penalty: 2571.614990
	Iteration 37F: 3 clusters Score -672454.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Entering Unmasked Estep 
Score: -2752777.000000 Penalty: 1504.261108
	Iteration 0F: 2 clusters Score -2752777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2736681.250000 Penalty: 3008.522217
	Iteration 0F: 3 clusters Score -2736681 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2742404.750000 Penalty: 3008.522217
	Iteration 1F: 3 clusters Score -2742405 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2742822.750000 Penalty: 3008.522217
	Iteration 2Q: 3 clusters Score -2742823 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2743243.000000 Penalty: 3008.522217
	Iteration 3Q: 3 clusters Score -2743243 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2743665.000000 Penalty: 3008.522217
	Iteration 4Q: 3 clusters Score -2743665 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2744124.250000 Penalty: 3008.522217
	Iteration 5Q: 3 clusters Score -2744124 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2744683.500000 Penalty: 3008.522217
	Iteration 6Q: 3 clusters Score -2744684 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2745305.750000 Penalty: 3008.522217
	Iteration 7F: 3 clusters Score -2745306 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2745991.750000 Penalty: 3008.522217
	Iteration 8F: 3 clusters Score -2745992 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2746691.750000 Penalty: 3008.522217
	Iteration 9F: 3 clusters Score -2746692 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2747409.250000 Penalty: 3008.522217
	Iteration 10Q: 3 clusters Score -2747409 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2748092.500000 Penalty: 3008.522217
	Iteration 11Q: 3 clusters Score -2748092 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2748800.250000 Penalty: 3008.522217
	Iteration 12Q: 3 clusters Score -2748800 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2749462.750000 Penalty: 3008.522217
	Iteration 13Q: 3 clusters Score -2749463 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2750002.000000 Penalty: 3008.522217
	Iteration 14Q: 3 clusters Score -2750002 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2750354.250000 Penalty: 3008.522217
	Iteration 15Q: 3 clusters Score -2750354 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2750608.500000 Penalty: 3008.522217
	Iteration 16Q: 3 clusters Score -2750608 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2750769.000000 Penalty: 3008.522217
	Iteration 17Q: 3 clusters Score -2750769 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2750875.750000 Penalty: 3008.522217
	Iteration 18Q: 3 clusters Score -2750876 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2750989.750000 Penalty: 3008.522217
	Iteration 19Q: 3 clusters Score -2750990 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2751046.500000 Penalty: 3008.522217
	Iteration 20F: 3 clusters Score -2751046 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -2751095.250000 Penalty: 3008.522217
	Iteration 21Q: 3 clusters Score -2751095 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2751132.500000 Penalty: 3008.522217
	Iteration 22Q: 3 clusters Score -2751132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2751179.000000 Penalty: 3008.522217
	Iteration 23Q: 3 clusters Score -2751179 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2751206.750000 Penalty: 3008.522217
	Iteration 24Q: 3 clusters Score -2751207 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2751241.750000 Penalty: 3008.522217
	Iteration 25Q: 3 clusters Score -2751242 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2751269.000000 Penalty: 3008.522217
	Iteration 26Q: 3 clusters Score -2751269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2751302.750000 Penalty: 3008.522217
	Iteration 27Q: 3 clusters Score -2751303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2751330.750000 Penalty: 3008.522217
	Iteration 28Q: 3 clusters Score -2751331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2751342.750000 Penalty: 3008.522217
	Iteration 29Q: 3 clusters Score -2751343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2751368.250000 Penalty: 3008.522217
	Iteration 30Q: 3 clusters Score -2751368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2751377.750000 Penalty: 3008.522217
	Iteration 31Q: 3 clusters Score -2751378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2751390.750000 Penalty: 3008.522217
	Iteration 32Q: 3 clusters Score -2751391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2751398.750000 Penalty: 3008.522217
	Iteration 33Q: 3 clusters Score -2751399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2751414.250000 Penalty: 3008.522217
	Iteration 34Q: 3 clusters Score -2751414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2751425.750000 Penalty: 3008.522217
	Iteration 35Q: 3 clusters Score -2751426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2751442.500000 Penalty: 3008.522217
	Iteration 36Q: 3 clusters Score -2751442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2751455.750000 Penalty: 3008.522217
	Iteration 37Q: 3 clusters Score -2751456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2751475.000000 Penalty: 3008.522217
	Iteration 38Q: 3 clusters Score -2751475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2751484.500000 Penalty: 3008.522217
	Iteration 39Q: 3 clusters Score -2751484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2751494.000000 Penalty: 3008.522217
	Iteration 40F: 3 clusters Score -2751494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2751504.750000 Penalty: 3008.522217
	Iteration 41Q: 3 clusters Score -2751505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2751506.500000 Penalty: 3008.522217
	Iteration 42Q: 3 clusters Score -2751506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2751512.500000 Penalty: 3008.522217
	Iteration 43Q: 3 clusters Score -2751512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2751516.750000 Penalty: 3008.522217
	Iteration 44Q: 3 clusters Score -2751517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2751521.500000 Penalty: 3008.522217
	Iteration 45Q: 3 clusters Score -2751522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2751526.750000 Penalty: 3008.522217
	Iteration 46Q: 3 clusters Score -2751527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2751539.000000 Penalty: 3008.522217
	Iteration 47Q: 3 clusters Score -2751539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2751542.500000 Penalty: 3008.522217
	Iteration 48Q: 3 clusters Score -2751542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2751543.500000 Penalty: 3008.522217
	Iteration 49Q: 3 clusters Score -2751544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2751551.500000 Penalty: 3008.522217
	Iteration 50Q: 3 clusters Score -2751552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2751559.250000 Penalty: 3008.522217
	Iteration 51Q: 3 clusters Score -2751559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -2751565.750000 Penalty: 3008.522217
	Iteration 52Q: 3 clusters Score -2751566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2751568.000000 Penalty: 3008.522217
	Iteration 53Q: 3 clusters Score -2751568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2751575.750000 Penalty: 3008.522217
	Iteration 54Q: 3 clusters Score -2751576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2751580.750000 Penalty: 3008.522217
	Iteration 55Q: 3 clusters Score -2751581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2751582.750000 Penalty: 3008.522217
	Iteration 56Q: 3 clusters Score -2751583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2751585.750000 Penalty: 3008.522217
	Iteration 57Q: 3 clusters Score -2751586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2751583.250000 Penalty: 3008.522217
	Iteration 58Q: 3 clusters Score -2751583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2751582.500000 Penalty: 3008.522217
	Iteration 59Q: 3 clusters Score -2751582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2751588.000000 Penalty: 3008.522217
	Iteration 60F: 3 clusters Score -2751588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2751596.000000 Penalty: 3008.522217
	Iteration 61Q: 3 clusters Score -2751596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2751598.250000 Penalty: 3008.522217
	Iteration 62Q: 3 clusters Score -2751598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2751596.500000 Penalty: 3008.522217
	Iteration 63Q: 3 clusters Score -2751596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2751597.250000 Penalty: 3008.522217
	Iteration 64Q: 3 clusters Score -2751597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2751600.750000 Penalty: 3008.522217
	Iteration 65Q: 3 clusters Score -2751601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2751600.750000 Penalty: 3008.522217
	Iteration 66F: 3 clusters Score -2751601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Entering Unmasked Estep 
Score: -3932501.250000 Penalty: 1557.766113
	Iteration 0F: 2 clusters Score -3932501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3909634.500000 Penalty: 3115.532227
	Iteration 0F: 3 clusters Score -3909634 nChanged 16049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3918298.750000 Penalty: 3115.532227
	Iteration 1F: 3 clusters Score -3918299 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -3918735.500000 Penalty: 3115.532227
	Iteration 2Q: 3 clusters Score -3918736 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3919149.000000 Penalty: 3115.532227
	Iteration 3Q: 3 clusters Score -3919149 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3919492.500000 Penalty: 3115.532227
	Iteration 4Q: 3 clusters Score -3919492 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3919834.250000 Penalty: 3115.532227
	Iteration 5Q: 3 clusters Score -3919834 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3920188.250000 Penalty: 3115.532227
	Iteration 6Q: 3 clusters Score -3920188 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3920564.750000 Penalty: 3115.532227
	Iteration 7Q: 3 clusters Score -3920565 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3921003.500000 Penalty: 3115.532227
	Iteration 8Q: 3 clusters Score -3921004 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3921550.250000 Penalty: 3115.532227
	Iteration 9Q: 3 clusters Score -3921550 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3922322.750000 Penalty: 3115.532227
	Iteration 10Q: 3 clusters Score -3922323 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3923425.750000 Penalty: 3115.532227
	Iteration 11F: 3 clusters Score -3923426 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -3924867.250000 Penalty: 3115.532227
	Iteration 12F: 3 clusters Score -3924867 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3926379.000000 Penalty: 3115.532227
	Iteration 13F: 3 clusters Score -3926379 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3927872.500000 Penalty: 3115.532227
	Iteration 14F: 3 clusters Score -3927872 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3929098.500000 Penalty: 3115.532227
	Iteration 15Q: 3 clusters Score -3929098 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3929961.250000 Penalty: 3115.532227
	Iteration 16Q: 3 clusters Score -3929961 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3930516.750000 Penalty: 3115.532227
	Iteration 17Q: 3 clusters Score -3930517 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3930803.750000 Penalty: 3115.532227
	Iteration 18Q: 3 clusters Score -3930804 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3930970.500000 Penalty: 3115.532227
	Iteration 19Q: 3 clusters Score -3930970 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3931053.000000 Penalty: 3115.532227
	Iteration 20F: 3 clusters Score -3931053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3931111.750000 Penalty: 3115.532227
	Iteration 21Q: 3 clusters Score -3931112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3931151.750000 Penalty: 3115.532227
	Iteration 22Q: 3 clusters Score -3931152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3931180.500000 Penalty: 3115.532227
	Iteration 23Q: 3 clusters Score -3931180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3931210.000000 Penalty: 3115.532227
	Iteration 24Q: 3 clusters Score -3931210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3931223.750000 Penalty: 3115.532227
	Iteration 25Q: 3 clusters Score -3931224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3931245.250000 Penalty: 3115.532227
	Iteration 26Q: 3 clusters Score -3931245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3931257.000000 Penalty: 3115.532227
	Iteration 27Q: 3 clusters Score -3931257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3931269.500000 Penalty: 3115.532227
	Iteration 28Q: 3 clusters Score -3931270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3931284.250000 Penalty: 3115.532227
	Iteration 29Q: 3 clusters Score -3931284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3931299.000000 Penalty: 3115.532227
	Iteration 30Q: 3 clusters Score -3931299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3931305.750000 Penalty: 3115.532227
	Iteration 31Q: 3 clusters Score -3931306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3931318.500000 Penalty: 3115.532227
	Iteration 32Q: 3 clusters Score -3931318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3931317.500000 Penalty: 3115.532227
	Iteration 33Q: 3 clusters Score -3931318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3931324.250000 Penalty: 3115.532227
	Iteration 34Q: 3 clusters Score -3931324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3931325.000000 Penalty: 3115.532227
	Iteration 35Q: 3 clusters Score -3931325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3931328.500000 Penalty: 3115.532227
	Iteration 36Q: 3 clusters Score -3931328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3931326.500000 Penalty: 3115.532227
	Iteration 37Q: 3 clusters Score -3931326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3931328.750000 Penalty: 3115.532227
	Iteration 38Q: 3 clusters Score -3931329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3931334.750000 Penalty: 3115.532227
	Iteration 39Q: 3 clusters Score -3931335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3931339.250000 Penalty: 3115.532227
	Iteration 40F: 3 clusters Score -3931339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3931345.250000 Penalty: 3115.532227
	Iteration 41Q: 3 clusters Score -3931345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3931345.500000 Penalty: 3115.532227
	Iteration 42Q: 3 clusters Score -3931346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3931347.750000 Penalty: 3115.532227
	Iteration 43Q: 3 clusters Score -3931348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3931347.750000 Penalty: 3115.532227
	Iteration 44F: 3 clusters Score -3931348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Entering Unmasked Estep 
Score: -4483915.000000 Penalty: 1579.320557
	Iteration 0F: 2 clusters Score -4483915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4457300.000000 Penalty: 3158.641113
	Iteration 0F: 3 clusters Score -4457300 nChanged 18745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4467376.500000 Penalty: 3158.641113
	Iteration 1F: 3 clusters Score -4467376 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4467828.500000 Penalty: 3158.641113
	Iteration 2Q: 3 clusters Score -4467828 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4468221.500000 Penalty: 3158.641113
	Iteration 3Q: 3 clusters Score -4468222 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4468640.000000 Penalty: 3158.641113
	Iteration 4Q: 3 clusters Score -4468640 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4469086.000000 Penalty: 3158.641113
	Iteration 5Q: 3 clusters Score -4469086 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -4469647.000000 Penalty: 3158.641113
	Iteration 6Q: 3 clusters Score -4469647 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4470289.500000 Penalty: 3158.641113
	Iteration 7Q: 3 clusters Score -4470290 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4471357.000000 Penalty: 3158.641113
	Iteration 8Q: 3 clusters Score -4471357 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -4472881.500000 Penalty: 3158.641113
	Iteration 9F: 3 clusters Score -4472882 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -4475095.000000 Penalty: 3158.641113
	Iteration 10F: 3 clusters Score -4475095 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4477733.000000 Penalty: 3158.641113
	Iteration 11F: 3 clusters Score -4477733 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4480005.500000 Penalty: 3158.641113
	Iteration 12F: 3 clusters Score -4480006 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4481448.500000 Penalty: 3158.641113
	Iteration 13Q: 3 clusters Score -4481448 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4482110.000000 Penalty: 3158.641113
	Iteration 14Q: 3 clusters Score -4482110 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4482422.500000 Penalty: 3158.641113
	Iteration 15Q: 3 clusters Score -4482422 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4482576.000000 Penalty: 3158.641113
	Iteration 16Q: 3 clusters Score -4482576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4482657.000000 Penalty: 3158.641113
	Iteration 17Q: 3 clusters Score -4482657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4482684.500000 Penalty: 3158.641113
	Iteration 18Q: 3 clusters Score -4482684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4482699.500000 Penalty: 3158.641113
	Iteration 19Q: 3 clusters Score -4482700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4482719.500000 Penalty: 3158.641113
	Iteration 20F: 3 clusters Score -4482720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4482724.500000 Penalty: 3158.641113
	Iteration 21Q: 3 clusters Score -4482724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4482738.500000 Penalty: 3158.641113
	Iteration 22Q: 3 clusters Score -4482738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4482746.500000 Penalty: 3158.641113
	Iteration 23Q: 3 clusters Score -4482746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4482744.500000 Penalty: 3158.641113
	Iteration 24Q: 3 clusters Score -4482744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4482748.000000 Penalty: 3158.641113
	Iteration 25Q: 3 clusters Score -4482748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4482749.000000 Penalty: 3158.641113
	Iteration 26Q: 3 clusters Score -4482749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4482749.000000 Penalty: 3158.641113
	Iteration 27F: 3 clusters Score -4482749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -99570.000000 Penalty: 1023.034546
	Iteration 0F: 2 clusters Score -99570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98433.203125 Penalty: 2046.069092
	Iteration 0F: 3 clusters Score -98433.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98749.773438 Penalty: 2046.069092
	Iteration 1F: 3 clusters Score -98749.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -98851.234375 Penalty: 2046.069092
	Iteration 2F: 3 clusters Score -98851.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98911.015625 Penalty: 2046.069092
	Iteration 3Q: 3 clusters Score -98911.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -98958.296875 Penalty: 2046.069092
	Iteration 4Q: 3 clusters Score -98958.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -98992.054688 Penalty: 2046.069092
	Iteration 5Q: 3 clusters Score -98992.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99019.921875 Penalty: 2046.069092
	Iteration 6Q: 3 clusters Score -99019.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99037.382812 Penalty: 2046.069092
	Iteration 7Q: 3 clusters Score -99037.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99061.687500 Penalty: 2046.069092
	Iteration 8Q: 3 clusters Score -99061.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -99084.804688 Penalty: 2046.069092
	Iteration 9Q: 3 clusters Score -99084.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99104.359375 Penalty: 2046.069092
	Iteration 10Q: 3 clusters Score -99104.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99107.250000 Penalty: 2046.069092
	Iteration 11Q: 3 clusters Score -99107.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -99109.687500 Penalty: 2046.069092
	Iteration 12Q: 3 clusters Score -99109.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99115.406250 Penalty: 2046.069092
	Iteration 13Q: 3 clusters Score -99115.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -99128.164062 Penalty: 2046.069092
	Iteration 14Q: 3 clusters Score -99128.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99136.804688 Penalty: 2046.069092
	Iteration 15Q: 3 clusters Score -99136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -99140.898438 Penalty: 2046.069092
	Iteration 16Q: 3 clusters Score -99140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -99142.062500 Penalty: 2046.069092
	Iteration 17Q: 3 clusters Score -99142.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -99142.062500 Penalty: 2046.069092
	Iteration 18F: 3 clusters Score -99142.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Entering Unmasked Estep 
Score: -1706439.875000 Penalty: 1433.145020
	Iteration 0F: 2 clusters Score -1706440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1696381.000000 Penalty: 2866.290039
	Iteration 0F: 3 clusters Score -1696381 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1699845.000000 Penalty: 2866.290039
	Iteration 1F: 3 clusters Score -1699845 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1700238.750000 Penalty: 2866.290039
	Iteration 2F: 3 clusters Score -1700239 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1700598.125000 Penalty: 2866.290039
	Iteration 3F: 3 clusters Score -1700598 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1700987.750000 Penalty: 2866.290039
	Iteration 4F: 3 clusters Score -1700988 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1701418.750000 Penalty: 2866.290039
	Iteration 5F: 3 clusters Score -1701419 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1701925.375000 Penalty: 2866.290039
	Iteration 6F: 3 clusters Score -1701925 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1702474.375000 Penalty: 2866.290039
	Iteration 7F: 3 clusters Score -1702474 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1702961.750000 Penalty: 2866.290039
	Iteration 8F: 3 clusters Score -1702962 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1703393.500000 Penalty: 2866.290039
	Iteration 9Q: 3 clusters Score -1703394 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1703741.000000 Penalty: 2866.290039
	Iteration 10Q: 3 clusters Score -1703741 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1704056.375000 Penalty: 2866.290039
	Iteration 11Q: 3 clusters Score -1704056 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1704301.125000 Penalty: 2866.290039
	Iteration 12Q: 3 clusters Score -1704301 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1704517.500000 Penalty: 2866.290039
	Iteration 13Q: 3 clusters Score -1704518 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1704665.750000 Penalty: 2866.290039
	Iteration 14Q: 3 clusters Score -1704666 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1704789.625000 Penalty: 2866.290039
	Iteration 15Q: 3 clusters Score -1704790 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1704891.250000 Penalty: 2866.290039
	Iteration 16Q: 3 clusters Score -1704891 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1704984.625000 Penalty: 2866.290039
	Iteration 17Q: 3 clusters Score -1704985 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1705061.750000 Penalty: 2866.290039
	Iteration 18Q: 3 clusters Score -1705062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1705121.625000 Penalty: 2866.290039
	Iteration 19Q: 3 clusters Score -1705122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1705173.000000 Penalty: 2866.290039
	Iteration 20F: 3 clusters Score -1705173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1705209.750000 Penalty: 2866.290039
	Iteration 21Q: 3 clusters Score -1705210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1705233.000000 Penalty: 2866.290039
	Iteration 22Q: 3 clusters Score -1705233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1705245.875000 Penalty: 2866.290039
	Iteration 23Q: 3 clusters Score -1705246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1705256.250000 Penalty: 2866.290039
	Iteration 24Q: 3 clusters Score -1705256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1705267.625000 Penalty: 2866.290039
	Iteration 25Q: 3 clusters Score -1705268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1705274.000000 Penalty: 2866.290039
	Iteration 26Q: 3 clusters Score -1705274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1705282.250000 Penalty: 2866.290039
	Iteration 27Q: 3 clusters Score -1705282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1705287.500000 Penalty: 2866.290039
	Iteration 28Q: 3 clusters Score -1705288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1705295.875000 Penalty: 2866.290039
	Iteration 29Q: 3 clusters Score -1705296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1705298.500000 Penalty: 2866.290039
	Iteration 30Q: 3 clusters Score -1705298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1705302.875000 Penalty: 2866.290039
	Iteration 31Q: 3 clusters Score -1705303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1705307.500000 Penalty: 2866.290039
	Iteration 32Q: 3 clusters Score -1705308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1705313.750000 Penalty: 2866.290039
	Iteration 33Q: 3 clusters Score -1705314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1705317.250000 Penalty: 2866.290039
	Iteration 34Q: 3 clusters Score -1705317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1705321.500000 Penalty: 2866.290039
	Iteration 35Q: 3 clusters Score -1705322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1705321.375000 Penalty: 2866.290039
	Iteration 36Q: 3 clusters Score -1705321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1705323.250000 Penalty: 2866.290039
	Iteration 37Q: 3 clusters Score -1705323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1705325.125000 Penalty: 2866.290039
	Iteration 38Q: 3 clusters Score -1705325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1705324.500000 Penalty: 2866.290039
	Iteration 39Q: 3 clusters Score -1705324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1705324.500000 Penalty: 2866.290039
	Iteration 40F: 3 clusters Score -1705324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Entering Unmasked Estep 
Score: -2014120.875000 Penalty: 1458.464722
	Iteration 0F: 2 clusters Score -2014121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2002341.625000 Penalty: 2916.929443
	Iteration 0F: 3 clusters Score -2002342 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2006636.125000 Penalty: 2916.929443
	Iteration 1F: 3 clusters Score -2006636 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2007219.250000 Penalty: 2916.929443
	Iteration 2F: 3 clusters Score -2007219 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2007739.750000 Penalty: 2916.929443
	Iteration 3F: 3 clusters Score -2007740 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2008245.000000 Penalty: 2916.929443
	Iteration 4F: 3 clusters Score -2008245 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2008829.500000 Penalty: 2916.929443
	Iteration 5F: 3 clusters Score -2008830 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2009481.875000 Penalty: 2916.929443
	Iteration 6F: 3 clusters Score -2009482 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2010180.000000 Penalty: 2916.929443
	Iteration 7F: 3 clusters Score -2010180 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2010882.375000 Penalty: 2916.929443
	Iteration 8F: 3 clusters Score -2010882 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2011515.125000 Penalty: 2916.929443
	Iteration 9Q: 3 clusters Score -2011515 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2012002.625000 Penalty: 2916.929443
	Iteration 10Q: 3 clusters Score -2012003 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2012345.625000 Penalty: 2916.929443
	Iteration 11Q: 3 clusters Score -2012346 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2012572.750000 Penalty: 2916.929443
	Iteration 12Q: 3 clusters Score -2012573 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2012737.375000 Penalty: 2916.929443
	Iteration 13Q: 3 clusters Score -2012737 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2012870.375000 Penalty: 2916.929443
	Iteration 14Q: 3 clusters Score -2012870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2012947.250000 Penalty: 2916.929443
	Iteration 15Q: 3 clusters Score -2012947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2012989.375000 Penalty: 2916.929443
	Iteration 16Q: 3 clusters Score -2012989 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2013028.375000 Penalty: 2916.929443
	Iteration 17Q: 3 clusters Score -2013028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2013079.000000 Penalty: 2916.929443
	Iteration 18Q: 3 clusters Score -2013079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2013123.375000 Penalty: 2916.929443
	Iteration 19Q: 3 clusters Score -2013123 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2013179.875000 Penalty: 2916.929443
	Iteration 20F: 3 clusters Score -2013180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2013228.000000 Penalty: 2916.929443
	Iteration 21Q: 3 clusters Score -2013228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2013266.625000 Penalty: 2916.929443
	Iteration 22Q: 3 clusters Score -2013267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2013313.000000 Penalty: 2916.929443
	Iteration 23Q: 3 clusters Score -2013313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2013356.750000 Penalty: 2916.929443
	Iteration 24Q: 3 clusters Score -2013357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2013386.125000 Penalty: 2916.929443
	Iteration 25Q: 3 clusters Score -2013386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2013404.375000 Penalty: 2916.929443
	Iteration 26Q: 3 clusters Score -2013404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2013422.375000 Penalty: 2916.929443
	Iteration 27Q: 3 clusters Score -2013422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2013442.750000 Penalty: 2916.929443
	Iteration 28Q: 3 clusters Score -2013443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2013457.500000 Penalty: 2916.929443
	Iteration 29Q: 3 clusters Score -2013458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2013474.250000 Penalty: 2916.929443
	Iteration 30Q: 3 clusters Score -2013474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2013479.625000 Penalty: 2916.929443
	Iteration 31Q: 3 clusters Score -2013480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2013490.250000 Penalty: 2916.929443
	Iteration 32Q: 3 clusters Score -2013490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2013497.125000 Penalty: 2916.929443
	Iteration 33Q: 3 clusters Score -2013497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2013499.500000 Penalty: 2916.929443
	Iteration 34Q: 3 clusters Score -2013500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2013506.750000 Penalty: 2916.929443
	Iteration 35Q: 3 clusters Score -2013507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2013506.125000 Penalty: 2916.929443
	Iteration 36Q: 3 clusters Score -2013506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2013506.125000 Penalty: 2916.929443
	Iteration 37F: 3 clusters Score -2013506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Entering Unmasked Estep 
Score: -5672964.500000 Penalty: 1616.472900
	Iteration 0F: 2 clusters Score -5672964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -5639016.500000 Penalty: 3232.945801
	Iteration 0F: 3 clusters Score -5639016 nChanged 24035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -5652821.500000 Penalty: 3232.945801
	Iteration 1F: 3 clusters Score -5652822 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -5653769.500000 Penalty: 3232.945801
	Iteration 2Q: 3 clusters Score -5653770 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -5654943.500000 Penalty: 3232.945801
	Iteration 3F: 3 clusters Score -5654944 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -5656445.500000 Penalty: 3232.945801
	Iteration 4F: 3 clusters Score -5656446 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -5658311.500000 Penalty: 3232.945801
	Iteration 5F: 3 clusters Score -5658312 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -5660521.500000 Penalty: 3232.945801
	Iteration 6F: 3 clusters Score -5660522 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -5662908.000000 Penalty: 3232.945801
	Iteration 7F: 3 clusters Score -5662908 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -5665260.000000 Penalty: 3232.945801
	Iteration 8F: 3 clusters Score -5665260 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -5667387.500000 Penalty: 3232.945801
	Iteration 9F: 3 clusters Score -5667388 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -5669080.500000 Penalty: 3232.945801
	Iteration 10Q: 3 clusters Score -5669080 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -5670207.500000 Penalty: 3232.945801
	Iteration 11Q: 3 clusters Score -5670208 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -5670868.500000 Penalty: 3232.945801
	Iteration 12Q: 3 clusters Score -5670868 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -5671292.500000 Penalty: 3232.945801
	Iteration 13Q: 3 clusters Score -5671292 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -5671517.500000 Penalty: 3232.945801
	Iteration 14Q: 3 clusters Score -5671518 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -5671658.500000 Penalty: 3232.945801
	Iteration 15Q: 3 clusters Score -5671658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -5671735.500000 Penalty: 3232.945801
	Iteration 16Q: 3 clusters Score -5671736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -5671784.500000 Penalty: 3232.945801
	Iteration 17Q: 3 clusters Score -5671784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -5671786.000000 Penalty: 3232.945801
	Iteration 18Q: 3 clusters Score -5671786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -5671808.000000 Penalty: 3232.945801
	Iteration 19Q: 3 clusters Score -5671808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -5671812.000000 Penalty: 3232.945801
	Iteration 20F: 3 clusters Score -5671812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -5671813.500000 Penalty: 3232.945801
	Iteration 21Q: 3 clusters Score -5671814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -5671828.500000 Penalty: 3232.945801
	Iteration 22Q: 3 clusters Score -5671828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -5671832.500000 Penalty: 3232.945801
	Iteration 23Q: 3 clusters Score -5671832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -5671828.000000 Penalty: 3232.945801
	Iteration 24Q: 3 clusters Score -5671828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -5671838.500000 Penalty: 3232.945801
	Iteration 25Q: 3 clusters Score -5671838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -5671838.500000 Penalty: 3232.945801
	Iteration 26Q: 3 clusters Score -5671838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -5671842.000000 Penalty: 3232.945801
	Iteration 27Q: 3 clusters Score -5671842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -5671838.000000 Penalty: 3232.945801
	Iteration 28Q: 3 clusters Score -5671838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -5671839.500000 Penalty: 3232.945801
	Iteration 29Q: 3 clusters Score -5671840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -5671839.500000 Penalty: 3232.945801
	Iteration 30F: 3 clusters Score -5671840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Entering Unmasked Estep 
Score: -2075862.750000 Penalty: 1477.813232
	Iteration 0F: 2 clusters Score -2075863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2062530.875000 Penalty: 2955.626465
	Iteration 0F: 3 clusters Score -2062531 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2067328.125000 Penalty: 2955.626465
	Iteration 1F: 3 clusters Score -2067328 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2067723.750000 Penalty: 2955.626465
	Iteration 2F: 3 clusters Score -2067724 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2068013.375000 Penalty: 2955.626465
	Iteration 3Q: 3 clusters Score -2068013 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2068269.875000 Penalty: 2955.626465
	Iteration 4Q: 3 clusters Score -2068270 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2068505.250000 Penalty: 2955.626465
	Iteration 5Q: 3 clusters Score -2068505 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2068717.375000 Penalty: 2955.626465
	Iteration 6Q: 3 clusters Score -2068717 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2068917.375000 Penalty: 2955.626465
	Iteration 7Q: 3 clusters Score -2068917 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2069138.875000 Penalty: 2955.626465
	Iteration 8Q: 3 clusters Score -2069139 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2069418.250000 Penalty: 2955.626465
	Iteration 9Q: 3 clusters Score -2069418 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2069718.500000 Penalty: 2955.626465
	Iteration 10Q: 3 clusters Score -2069718 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2070082.625000 Penalty: 2955.626465
	Iteration 11Q: 3 clusters Score -2070083 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2070551.125000 Penalty: 2955.626465
	Iteration 12Q: 3 clusters Score -2070551 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2071155.750000 Penalty: 2955.626465
	Iteration 13Q: 3 clusters Score -2071156 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2071891.875000 Penalty: 2955.626465
	Iteration 14F: 3 clusters Score -2071892 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2072759.500000 Penalty: 2955.626465
	Iteration 15F: 3 clusters Score -2072760 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2073560.250000 Penalty: 2955.626465
	Iteration 16Q: 3 clusters Score -2073560 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2074169.375000 Penalty: 2955.626465
	Iteration 17Q: 3 clusters Score -2074169 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2074506.875000 Penalty: 2955.626465
	Iteration 18Q: 3 clusters Score -2074507 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2074682.000000 Penalty: 2955.626465
	Iteration 19Q: 3 clusters Score -2074682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2074769.250000 Penalty: 2955.626465
	Iteration 20F: 3 clusters Score -2074769 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2074830.250000 Penalty: 2955.626465
	Iteration 21Q: 3 clusters Score -2074830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2074867.625000 Penalty: 2955.626465
	Iteration 22Q: 3 clusters Score -2074868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2074887.625000 Penalty: 2955.626465
	Iteration 23Q: 3 clusters Score -2074888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2074899.250000 Penalty: 2955.626465
	Iteration 24Q: 3 clusters Score -2074899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2074910.625000 Penalty: 2955.626465
	Iteration 25Q: 3 clusters Score -2074911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2074916.125000 Penalty: 2955.626465
	Iteration 26Q: 3 clusters Score -2074916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2074919.750000 Penalty: 2955.626465
	Iteration 27Q: 3 clusters Score -2074920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2074918.875000 Penalty: 2955.626465
	Iteration 28Q: 3 clusters Score -2074919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2074924.875000 Penalty: 2955.626465
	Iteration 29Q: 3 clusters Score -2074925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2074924.875000 Penalty: 2955.626465
	Iteration 30F: 3 clusters Score -2074925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Entering Unmasked Estep 
Score: -4427442.500000 Penalty: 1576.059570
	Iteration 0F: 2 clusters Score -4427442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4401565.000000 Penalty: 3152.119141
	Iteration 0F: 3 clusters Score -4401565 nChanged 18220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4411710.000000 Penalty: 3152.119141
	Iteration 1F: 3 clusters Score -4411710 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4412379.500000 Penalty: 3152.119141
	Iteration 2Q: 3 clusters Score -4412380 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -4413041.000000 Penalty: 3152.119141
	Iteration 3Q: 3 clusters Score -4413041 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4413764.500000 Penalty: 3152.119141
	Iteration 4Q: 3 clusters Score -4413764 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -4414526.500000 Penalty: 3152.119141
	Iteration 5Q: 3 clusters Score -4414526 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -4415465.500000 Penalty: 3152.119141
	Iteration 6F: 3 clusters Score -4415466 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -4416478.000000 Penalty: 3152.119141
	Iteration 7F: 3 clusters Score -4416478 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -4417469.500000 Penalty: 3152.119141
	Iteration 8F: 3 clusters Score -4417470 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4418474.000000 Penalty: 3152.119141
	Iteration 9Q: 3 clusters Score -4418474 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -4419502.000000 Penalty: 3152.119141
	Iteration 10Q: 3 clusters Score -4419502 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -4420594.000000 Penalty: 3152.119141
	Iteration 11Q: 3 clusters Score -4420594 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -4421653.500000 Penalty: 3152.119141
	Iteration 12Q: 3 clusters Score -4421654 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -4422734.000000 Penalty: 3152.119141
	Iteration 13Q: 3 clusters Score -4422734 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4423761.000000 Penalty: 3152.119141
	Iteration 14Q: 3 clusters Score -4423761 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4424585.500000 Penalty: 3152.119141
	Iteration 15Q: 3 clusters Score -4424586 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4425150.000000 Penalty: 3152.119141
	Iteration 16Q: 3 clusters Score -4425150 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4425519.500000 Penalty: 3152.119141
	Iteration 17Q: 3 clusters Score -4425520 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4425783.500000 Penalty: 3152.119141
	Iteration 18Q: 3 clusters Score -4425784 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4425938.000000 Penalty: 3152.119141
	Iteration 19Q: 3 clusters Score -4425938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4426014.000000 Penalty: 3152.119141
	Iteration 20F: 3 clusters Score -4426014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4426058.000000 Penalty: 3152.119141
	Iteration 21Q: 3 clusters Score -4426058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4426085.000000 Penalty: 3152.119141
	Iteration 22Q: 3 clusters Score -4426085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4426110.000000 Penalty: 3152.119141
	Iteration 23Q: 3 clusters Score -4426110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4426150.000000 Penalty: 3152.119141
	Iteration 24Q: 3 clusters Score -4426150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4426165.500000 Penalty: 3152.119141
	Iteration 25Q: 3 clusters Score -4426166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4426174.500000 Penalty: 3152.119141
	Iteration 26Q: 3 clusters Score -4426174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4426186.000000 Penalty: 3152.119141
	Iteration 27Q: 3 clusters Score -4426186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4426194.000000 Penalty: 3152.119141
	Iteration 28Q: 3 clusters Score -4426194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4426190.000000 Penalty: 3152.119141
	Iteration 29Q: 3 clusters Score -4426190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4426191.000000 Penalty: 3152.119141
	Iteration 30Q: 3 clusters Score -4426191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4426197.000000 Penalty: 3152.119141
	Iteration 31Q: 3 clusters Score -4426197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4426197.500000 Penalty: 3152.119141
	Iteration 32Q: 3 clusters Score -4426198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4426197.500000 Penalty: 3152.119141
	Iteration 33F: 3 clusters Score -4426198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -219348.781250 Penalty: 1145.399292
	Iteration 0F: 2 clusters Score -219348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -217394.687500 Penalty: 2290.798584
	Iteration 0F: 3 clusters Score -217394.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -217899.843750 Penalty: 2290.798584
	Iteration 1F: 3 clusters Score -217899.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -218051.718750 Penalty: 2290.798584
	Iteration 2F: 3 clusters Score -218051.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -218151.343750 Penalty: 2290.798584
	Iteration 3Q: 3 clusters Score -218151.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -218229.031250 Penalty: 2290.798584
	Iteration 4Q: 3 clusters Score -218229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -218284.625000 Penalty: 2290.798584
	Iteration 5Q: 3 clusters Score -218284.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -218348.140625 Penalty: 2290.798584
	Iteration 6Q: 3 clusters Score -218348.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -218403.625000 Penalty: 2290.798584
	Iteration 7Q: 3 clusters Score -218403.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -218437.671875 Penalty: 2290.798584
	Iteration 8Q: 3 clusters Score -218437.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -218460.640625 Penalty: 2290.798584
	Iteration 9Q: 3 clusters Score -218460.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -218485.234375 Penalty: 2290.798584
	Iteration 10Q: 3 clusters Score -218485.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -218507.390625 Penalty: 2290.798584
	Iteration 11Q: 3 clusters Score -218507.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -218520.546875 Penalty: 2290.798584
	Iteration 12Q: 3 clusters Score -218520.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -218540.734375 Penalty: 2290.798584
	Iteration 13Q: 3 clusters Score -218540.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -218560.687500 Penalty: 2290.798584
	Iteration 14Q: 3 clusters Score -218560.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -218582.140625 Penalty: 2290.798584
	Iteration 15Q: 3 clusters Score -218582.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -218603.437500 Penalty: 2290.798584
	Iteration 16Q: 3 clusters Score -218603.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -218615.750000 Penalty: 2290.798584
	Iteration 17Q: 3 clusters Score -218615.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -218621.671875 Penalty: 2290.798584
	Iteration 18Q: 3 clusters Score -218621.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -218627.484375 Penalty: 2290.798584
	Iteration 19Q: 3 clusters Score -218627.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -218634.875000 Penalty: 2290.798584
	Iteration 20F: 3 clusters Score -218634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -218640.593750 Penalty: 2290.798584
	Iteration 21Q: 3 clusters Score -218640.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -218650.640625 Penalty: 2290.798584
	Iteration 22Q: 3 clusters Score -218650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -218656.125000 Penalty: 2290.798584
	Iteration 23Q: 3 clusters Score -218656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -218658.843750 Penalty: 2290.798584
	Iteration 24Q: 3 clusters Score -218658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -218661.578125 Penalty: 2290.798584
	Iteration 25Q: 3 clusters Score -218661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -218664.156250 Penalty: 2290.798584
	Iteration 26Q: 3 clusters Score -218664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -218665.062500 Penalty: 2290.798584
	Iteration 27Q: 3 clusters Score -218665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -218666.000000 Penalty: 2290.798584
	Iteration 28Q: 3 clusters Score -218666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -218667.578125 Penalty: 2290.798584
	Iteration 29Q: 3 clusters Score -218667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -218668.734375 Penalty: 2290.798584
	Iteration 30Q: 3 clusters Score -218668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -218670.031250 Penalty: 2290.798584
	Iteration 31Q: 3 clusters Score -218670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -218671.000000 Penalty: 2290.798584
	Iteration 32Q: 3 clusters Score -218671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -218672.859375 Penalty: 2290.798584
	Iteration 33Q: 3 clusters Score -218672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -218674.296875 Penalty: 2290.798584
	Iteration 34Q: 3 clusters Score -218674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -218674.859375 Penalty: 2290.798584
	Iteration 35Q: 3 clusters Score -218674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -218676.593750 Penalty: 2290.798584
	Iteration 36Q: 3 clusters Score -218676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -218677.578125 Penalty: 2290.798584
	Iteration 37Q: 3 clusters Score -218677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -218677.578125 Penalty: 2290.798584
	Iteration 38F: 3 clusters Score -218677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Entering Unmasked Estep 
Score: -243160.796875 Penalty: 1130.193726
	Iteration 0F: 2 clusters Score -243160.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -241322.515625 Penalty: 2260.387451
	Iteration 0F: 3 clusters Score -241322.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -241817.359375 Penalty: 2260.387451
	Iteration 1F: 3 clusters Score -241817.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -241931.281250 Penalty: 2260.387451
	Iteration 2F: 3 clusters Score -241931.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -241975.578125 Penalty: 2260.387451
	Iteration 3Q: 3 clusters Score -241975.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -242000.312500 Penalty: 2260.387451
	Iteration 4Q: 3 clusters Score -242000.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -242011.796875 Penalty: 2260.387451
	Iteration 5Q: 3 clusters Score -242011.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -242020.734375 Penalty: 2260.387451
	Iteration 6Q: 3 clusters Score -242020.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -242028.750000 Penalty: 2260.387451
	Iteration 7Q: 3 clusters Score -242028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -242028.937500 Penalty: 2260.387451
	Iteration 8Q: 3 clusters Score -242028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -242029.703125 Penalty: 2260.387451
	Iteration 9Q: 3 clusters Score -242029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -242030.421875 Penalty: 2260.387451
	Iteration 10Q: 3 clusters Score -242030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -242031.375000 Penalty: 2260.387451
	Iteration 11Q: 3 clusters Score -242031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -242032.421875 Penalty: 2260.387451
	Iteration 12Q: 3 clusters Score -242032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -242032.421875 Penalty: 2260.387451
	Iteration 13F: 3 clusters Score -242032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -232318.109375 Penalty: 1146.543091
	Iteration 0F: 2 clusters Score -232318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -230327.750000 Penalty: 2293.086182
	Iteration 0F: 3 clusters Score -230327.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -230862.093750 Penalty: 2293.086182
	Iteration 1F: 3 clusters Score -230862.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -231015.250000 Penalty: 2293.086182
	Iteration 2F: 3 clusters Score -231015.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -231090.796875 Penalty: 2293.086182
	Iteration 3Q: 3 clusters Score -231090.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -231139.468750 Penalty: 2293.086182
	Iteration 4Q: 3 clusters Score -231139.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -231175.156250 Penalty: 2293.086182
	Iteration 5Q: 3 clusters Score -231175.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -231204.765625 Penalty: 2293.086182
	Iteration 6Q: 3 clusters Score -231204.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -231225.171875 Penalty: 2293.086182
	Iteration 7Q: 3 clusters Score -231225.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -231248.640625 Penalty: 2293.086182
	Iteration 8Q: 3 clusters Score -231248.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -231278.531250 Penalty: 2293.086182
	Iteration 9Q: 3 clusters Score -231278.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -231299.421875 Penalty: 2293.086182
	Iteration 10Q: 3 clusters Score -231299.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -231317.203125 Penalty: 2293.086182
	Iteration 11Q: 3 clusters Score -231317.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -231336.187500 Penalty: 2293.086182
	Iteration 12Q: 3 clusters Score -231336.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -231354.765625 Penalty: 2293.086182
	Iteration 13Q: 3 clusters Score -231354.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -231370.593750 Penalty: 2293.086182
	Iteration 14Q: 3 clusters Score -231370.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -231388.953125 Penalty: 2293.086182
	Iteration 15Q: 3 clusters Score -231389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -231400.265625 Penalty: 2293.086182
	Iteration 16Q: 3 clusters Score -231400.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -231409.265625 Penalty: 2293.086182
	Iteration 17Q: 3 clusters Score -231409.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -231420.062500 Penalty: 2293.086182
	Iteration 18Q: 3 clusters Score -231420.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -231427.203125 Penalty: 2293.086182
	Iteration 19Q: 3 clusters Score -231427.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -231435.171875 Penalty: 2293.086182
	Iteration 20F: 3 clusters Score -231435.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -231448.000000 Penalty: 2293.086182
	Iteration 21Q: 3 clusters Score -231448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -231456.937500 Penalty: 2293.086182
	Iteration 22Q: 3 clusters Score -231456.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -231465.968750 Penalty: 2293.086182
	Iteration 23Q: 3 clusters Score -231466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -231475.750000 Penalty: 2293.086182
	Iteration 24Q: 3 clusters Score -231475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -231489.859375 Penalty: 2293.086182
	Iteration 25Q: 3 clusters Score -231489.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -231502.250000 Penalty: 2293.086182
	Iteration 26Q: 3 clusters Score -231502.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -231513.328125 Penalty: 2293.086182
	Iteration 27Q: 3 clusters Score -231513.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -231524.015625 Penalty: 2293.086182
	Iteration 28Q: 3 clusters Score -231524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -231533.000000 Penalty: 2293.086182
	Iteration 29Q: 3 clusters Score -231533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -231541.484375 Penalty: 2293.086182
	Iteration 30Q: 3 clusters Score -231541.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -231550.765625 Penalty: 2293.086182
	Iteration 31Q: 3 clusters Score -231550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -231557.218750 Penalty: 2293.086182
	Iteration 32Q: 3 clusters Score -231557.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -231567.875000 Penalty: 2293.086182
	Iteration 33Q: 3 clusters Score -231567.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -231577.984375 Penalty: 2293.086182
	Iteration 34Q: 3 clusters Score -231578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -231596.421875 Penalty: 2293.086182
	Iteration 35Q: 3 clusters Score -231596.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -231616.890625 Penalty: 2293.086182
	Iteration 36Q: 3 clusters Score -231616.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -231644.921875 Penalty: 2293.086182
	Iteration 37Q: 3 clusters Score -231644.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -231668.671875 Penalty: 2293.086182
	Iteration 38Q: 3 clusters Score -231668.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -231688.171875 Penalty: 2293.086182
	Iteration 39Q: 3 clusters Score -231688.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -231710.296875 Penalty: 2293.086182
	Iteration 40F: 3 clusters Score -231710.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -231727.453125 Penalty: 2293.086182
	Iteration 41Q: 3 clusters Score -231727.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -231743.093750 Penalty: 2293.086182
	Iteration 42Q: 3 clusters Score -231743.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -231754.046875 Penalty: 2293.086182
	Iteration 43Q: 3 clusters Score -231754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -231764.671875 Penalty: 2293.086182
	Iteration 44Q: 3 clusters Score -231764.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -231777.078125 Penalty: 2293.086182
	Iteration 45Q: 3 clusters Score -231777.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -231792.750000 Penalty: 2293.086182
	Iteration 46Q: 3 clusters Score -231792.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -231808.125000 Penalty: 2293.086182
	Iteration 47Q: 3 clusters Score -231808.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -231816.500000 Penalty: 2293.086182
	Iteration 48Q: 3 clusters Score -231816.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -231826.703125 Penalty: 2293.086182
	Iteration 49Q: 3 clusters Score -231826.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -231833.343750 Penalty: 2293.086182
	Iteration 50Q: 3 clusters Score -231833.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -231841.203125 Penalty: 2293.086182
	Iteration 51Q: 3 clusters Score -231841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -231845.234375 Penalty: 2293.086182
	Iteration 52Q: 3 clusters Score -231845.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -231848.562500 Penalty: 2293.086182
	Iteration 53Q: 3 clusters Score -231848.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -231851.046875 Penalty: 2293.086182
	Iteration 54Q: 3 clusters Score -231851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -231852.671875 Penalty: 2293.086182
	Iteration 55Q: 3 clusters Score -231852.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -231853.140625 Penalty: 2293.086182
	Iteration 56Q: 3 clusters Score -231853.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -231853.140625 Penalty: 2293.086182
	Iteration 57F: 3 clusters Score -231853.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -193421.171875 Penalty: 1115.171265
	Iteration 0F: 2 clusters Score -193421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -191692.828125 Penalty: 2230.342529
	Iteration 0F: 3 clusters Score -191692.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -192159.765625 Penalty: 2230.342529
	Iteration 1F: 3 clusters Score -192159.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -192269.265625 Penalty: 2230.342529
	Iteration 2F: 3 clusters Score -192269.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -192329.312500 Penalty: 2230.342529
	Iteration 3Q: 3 clusters Score -192329.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -192357.015625 Penalty: 2230.342529
	Iteration 4Q: 3 clusters Score -192357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -192373.640625 Penalty: 2230.342529
	Iteration 5Q: 3 clusters Score -192373.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -192385.750000 Penalty: 2230.342529
	Iteration 6Q: 3 clusters Score -192385.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -192395.140625 Penalty: 2230.342529
	Iteration 7Q: 3 clusters Score -192395.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -192400.031250 Penalty: 2230.342529
	Iteration 8Q: 3 clusters Score -192400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -192402.109375 Penalty: 2230.342529
	Iteration 9Q: 3 clusters Score -192402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -192403.859375 Penalty: 2230.342529
	Iteration 10Q: 3 clusters Score -192403.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -192410.609375 Penalty: 2230.342529
	Iteration 11Q: 3 clusters Score -192410.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -192417.093750 Penalty: 2230.342529
	Iteration 12Q: 3 clusters Score -192417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -192422.375000 Penalty: 2230.342529
	Iteration 13Q: 3 clusters Score -192422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -192425.421875 Penalty: 2230.342529
	Iteration 14Q: 3 clusters Score -192425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -192427.265625 Penalty: 2230.342529
	Iteration 15Q: 3 clusters Score -192427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -192428.265625 Penalty: 2230.342529
	Iteration 16Q: 3 clusters Score -192428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -192428.500000 Penalty: 2230.342529
	Iteration 17Q: 3 clusters Score -192428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -192429.140625 Penalty: 2230.342529
	Iteration 18Q: 3 clusters Score -192429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -192431.218750 Penalty: 2230.342529
	Iteration 19Q: 3 clusters Score -192431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -192432.468750 Penalty: 2230.342529
	Iteration 20F: 3 clusters Score -192432.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Entering Unmasked Estep 
Score: -3898309.750000 Penalty: 1557.092529
	Iteration 0F: 2 clusters Score -3898310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3875461.250000 Penalty: 3114.185059
	Iteration 0F: 3 clusters Score -3875461 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3883958.250000 Penalty: 3114.185059
	Iteration 1F: 3 clusters Score -3883958 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3884450.250000 Penalty: 3114.185059
	Iteration 2Q: 3 clusters Score -3884450 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3884901.750000 Penalty: 3114.185059
	Iteration 3Q: 3 clusters Score -3884902 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3885351.250000 Penalty: 3114.185059
	Iteration 4Q: 3 clusters Score -3885351 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3885880.000000 Penalty: 3114.185059
	Iteration 5Q: 3 clusters Score -3885880 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3886483.000000 Penalty: 3114.185059
	Iteration 6Q: 3 clusters Score -3886483 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3887169.000000 Penalty: 3114.185059
	Iteration 7Q: 3 clusters Score -3887169 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3887992.250000 Penalty: 3114.185059
	Iteration 8Q: 3 clusters Score -3887992 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3888910.000000 Penalty: 3114.185059
	Iteration 9F: 3 clusters Score -3888910 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3889730.500000 Penalty: 3114.185059
	Iteration 10F: 3 clusters Score -3889730 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3890513.250000 Penalty: 3114.185059
	Iteration 11Q: 3 clusters Score -3890513 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3891158.500000 Penalty: 3114.185059
	Iteration 12Q: 3 clusters Score -3891158 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3891763.500000 Penalty: 3114.185059
	Iteration 13Q: 3 clusters Score -3891764 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3892313.000000 Penalty: 3114.185059
	Iteration 14Q: 3 clusters Score -3892313 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3892894.250000 Penalty: 3114.185059
	Iteration 15Q: 3 clusters Score -3892894 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3893416.250000 Penalty: 3114.185059
	Iteration 16Q: 3 clusters Score -3893416 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3893974.000000 Penalty: 3114.185059
	Iteration 17Q: 3 clusters Score -3893974 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -3894543.250000 Penalty: 3114.185059
	Iteration 18Q: 3 clusters Score -3894543 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -3895021.250000 Penalty: 3114.185059
	Iteration 19Q: 3 clusters Score -3895021 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -3895491.000000 Penalty: 3114.185059
	Iteration 20F: 3 clusters Score -3895491 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -3895868.750000 Penalty: 3114.185059
	Iteration 21Q: 3 clusters Score -3895869 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -3896181.750000 Penalty: 3114.185059
	Iteration 22Q: 3 clusters Score -3896182 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -3896445.250000 Penalty: 3114.185059
	Iteration 23Q: 3 clusters Score -3896445 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -3896656.000000 Penalty: 3114.185059
	Iteration 24Q: 3 clusters Score -3896656 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -3896770.750000 Penalty: 3114.185059
	Iteration 25Q: 3 clusters Score -3896771 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -3896866.500000 Penalty: 3114.185059
	Iteration 26Q: 3 clusters Score -3896866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -3896924.750000 Penalty: 3114.185059
	Iteration 27Q: 3 clusters Score -3896925 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -3896976.250000 Penalty: 3114.185059
	Iteration 28Q: 3 clusters Score -3896976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -3897009.500000 Penalty: 3114.185059
	Iteration 29Q: 3 clusters Score -3897010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -3897037.250000 Penalty: 3114.185059
	Iteration 30Q: 3 clusters Score -3897037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -3897066.500000 Penalty: 3114.185059
	Iteration 31Q: 3 clusters Score -3897066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -3897091.250000 Penalty: 3114.185059
	Iteration 32Q: 3 clusters Score -3897091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -3897107.000000 Penalty: 3114.185059
	Iteration 33Q: 3 clusters Score -3897107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -3897108.250000 Penalty: 3114.185059
	Iteration 34Q: 3 clusters Score -3897108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -3897125.500000 Penalty: 3114.185059
	Iteration 35Q: 3 clusters Score -3897126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -3897125.750000 Penalty: 3114.185059
	Iteration 36Q: 3 clusters Score -3897126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -3897124.750000 Penalty: 3114.185059
	Iteration 37Q: 3 clusters Score -3897125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -3897127.500000 Penalty: 3114.185059
	Iteration 38Q: 3 clusters Score -3897128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -3897132.500000 Penalty: 3114.185059
	Iteration 39Q: 3 clusters Score -3897132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -3897134.250000 Penalty: 3114.185059
	Iteration 40F: 3 clusters Score -3897134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -3897136.750000 Penalty: 3114.185059
	Iteration 41Q: 3 clusters Score -3897137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -3897136.250000 Penalty: 3114.185059
	Iteration 42Q: 3 clusters Score -3897136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -3897136.000000 Penalty: 3114.185059
	Iteration 43Q: 3 clusters Score -3897136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -3897139.250000 Penalty: 3114.185059
	Iteration 44Q: 3 clusters Score -3897139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -3897139.250000 Penalty: 3114.185059
	Iteration 45F: 3 clusters Score -3897139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Entering Unmasked Estep 
Score: -3445328.000000 Penalty: 1539.019165
	Iteration 0F: 2 clusters Score -3445328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3425083.250000 Penalty: 3078.038330
	Iteration 0F: 3 clusters Score -3425083 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3432968.500000 Penalty: 3078.038330
	Iteration 1F: 3 clusters Score -3432968 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3433781.250000 Penalty: 3078.038330
	Iteration 2F: 3 clusters Score -3433781 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3434706.250000 Penalty: 3078.038330
	Iteration 3F: 3 clusters Score -3434706 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3435742.750000 Penalty: 3078.038330
	Iteration 4F: 3 clusters Score -3435743 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3436769.250000 Penalty: 3078.038330
	Iteration 5F: 3 clusters Score -3436769 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -3437656.750000 Penalty: 3078.038330
	Iteration 6F: 3 clusters Score -3437657 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3438303.000000 Penalty: 3078.038330
	Iteration 7Q: 3 clusters Score -3438303 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3438784.500000 Penalty: 3078.038330
	Iteration 8Q: 3 clusters Score -3438784 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3439161.750000 Penalty: 3078.038330
	Iteration 9Q: 3 clusters Score -3439162 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3439466.000000 Penalty: 3078.038330
	Iteration 10Q: 3 clusters Score -3439466 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3439748.250000 Penalty: 3078.038330
	Iteration 11Q: 3 clusters Score -3439748 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3440085.000000 Penalty: 3078.038330
	Iteration 12Q: 3 clusters Score -3440085 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3440454.250000 Penalty: 3078.038330
	Iteration 13Q: 3 clusters Score -3440454 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3440900.750000 Penalty: 3078.038330
	Iteration 14Q: 3 clusters Score -3440901 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3441373.500000 Penalty: 3078.038330
	Iteration 15Q: 3 clusters Score -3441374 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3441786.250000 Penalty: 3078.038330
	Iteration 16Q: 3 clusters Score -3441786 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3442106.000000 Penalty: 3078.038330
	Iteration 17Q: 3 clusters Score -3442106 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3442327.000000 Penalty: 3078.038330
	Iteration 18Q: 3 clusters Score -3442327 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3442458.750000 Penalty: 3078.038330
	Iteration 19Q: 3 clusters Score -3442459 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3442561.500000 Penalty: 3078.038330
	Iteration 20F: 3 clusters Score -3442562 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3442623.250000 Penalty: 3078.038330
	Iteration 21Q: 3 clusters Score -3442623 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3442676.000000 Penalty: 3078.038330
	Iteration 22Q: 3 clusters Score -3442676 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3442737.000000 Penalty: 3078.038330
	Iteration 23Q: 3 clusters Score -3442737 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3442770.000000 Penalty: 3078.038330
	Iteration 24Q: 3 clusters Score -3442770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3442799.250000 Penalty: 3078.038330
	Iteration 25Q: 3 clusters Score -3442799 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3442816.250000 Penalty: 3078.038330
	Iteration 26Q: 3 clusters Score -3442816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3442831.000000 Penalty: 3078.038330
	Iteration 27Q: 3 clusters Score -3442831 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3442851.000000 Penalty: 3078.038330
	Iteration 28Q: 3 clusters Score -3442851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3442852.750000 Penalty: 3078.038330
	Iteration 29Q: 3 clusters Score -3442853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3442861.750000 Penalty: 3078.038330
	Iteration 30Q: 3 clusters Score -3442862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3442865.500000 Penalty: 3078.038330
	Iteration 31Q: 3 clusters Score -3442866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3442875.000000 Penalty: 3078.038330
	Iteration 32Q: 3 clusters Score -3442875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -3442880.000000 Penalty: 3078.038330
	Iteration 33Q: 3 clusters Score -3442880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3442881.250000 Penalty: 3078.038330
	Iteration 34Q: 3 clusters Score -3442881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3442879.500000 Penalty: 3078.038330
	Iteration 35Q: 3 clusters Score -3442880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3442877.500000 Penalty: 3078.038330
	Iteration 36Q: 3 clusters Score -3442878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3442890.250000 Penalty: 3078.038330
	Iteration 37Q: 3 clusters Score -3442890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3442893.750000 Penalty: 3078.038330
	Iteration 38Q: 3 clusters Score -3442894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3442892.250000 Penalty: 3078.038330
	Iteration 39Q: 3 clusters Score -3442892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3442885.750000 Penalty: 3078.038330
	Iteration 40F: 3 clusters Score -3442886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3442893.500000 Penalty: 3078.038330
	Iteration 41Q: 3 clusters Score -3442894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3442897.500000 Penalty: 3078.038330
	Iteration 42Q: 3 clusters Score -3442898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3442895.250000 Penalty: 3078.038330
	Iteration 43Q: 3 clusters Score -3442895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3442899.500000 Penalty: 3078.038330
	Iteration 44Q: 3 clusters Score -3442900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3442900.250000 Penalty: 3078.038330
	Iteration 45Q: 3 clusters Score -3442900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3442901.500000 Penalty: 3078.038330
	Iteration 46Q: 3 clusters Score -3442902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3442902.250000 Penalty: 3078.038330
	Iteration 47Q: 3 clusters Score -3442902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3442898.000000 Penalty: 3078.038330
	Iteration 48Q: 3 clusters Score -3442898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3442901.000000 Penalty: 3078.038330
	Iteration 49Q: 3 clusters Score -3442901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3442898.000000 Penalty: 3078.038330
	Iteration 50Q: 3 clusters Score -3442898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3442905.500000 Penalty: 3078.038330
	Iteration 51Q: 3 clusters Score -3442906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3442899.750000 Penalty: 3078.038330
	Iteration 52Q: 3 clusters Score -3442900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3442902.000000 Penalty: 3078.038330
	Iteration 53Q: 3 clusters Score -3442902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3442898.500000 Penalty: 3078.038330
	Iteration 54Q: 3 clusters Score -3442898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3442893.750000 Penalty: 3078.038330
	Iteration 55Q: 3 clusters Score -3442894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3442896.500000 Penalty: 3078.038330
	Iteration 56Q: 3 clusters Score -3442896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3442897.250000 Penalty: 3078.038330
	Iteration 57Q: 3 clusters Score -3442897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -3442896.250000 Penalty: 3078.038330
	Iteration 58Q: 3 clusters Score -3442896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3442900.500000 Penalty: 3078.038330
	Iteration 59Q: 3 clusters Score -3442900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3442907.500000 Penalty: 3078.038330
	Iteration 60F: 3 clusters Score -3442908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3442906.250000 Penalty: 3078.038330
	Iteration 61Q: 3 clusters Score -3442906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3442913.750000 Penalty: 3078.038330
	Iteration 62Q: 3 clusters Score -3442914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3442911.500000 Penalty: 3078.038330
	Iteration 63Q: 3 clusters Score -3442912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3442917.000000 Penalty: 3078.038330
	Iteration 64Q: 3 clusters Score -3442917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3442912.250000 Penalty: 3078.038330
	Iteration 65Q: 3 clusters Score -3442912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3442914.250000 Penalty: 3078.038330
	Iteration 66Q: 3 clusters Score -3442914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3442924.250000 Penalty: 3078.038330
	Iteration 67Q: 3 clusters Score -3442924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3442927.000000 Penalty: 3078.038330
	Iteration 68Q: 3 clusters Score -3442927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3442925.750000 Penalty: 3078.038330
	Iteration 69Q: 3 clusters Score -3442926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3442920.750000 Penalty: 3078.038330
	Iteration 70Q: 3 clusters Score -3442921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3442921.750000 Penalty: 3078.038330
	Iteration 71Q: 3 clusters Score -3442922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3442920.250000 Penalty: 3078.038330
	Iteration 72Q: 3 clusters Score -3442920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3442931.500000 Penalty: 3078.038330
	Iteration 73Q: 3 clusters Score -3442932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3442936.500000 Penalty: 3078.038330
	Iteration 74Q: 3 clusters Score -3442936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3442935.750000 Penalty: 3078.038330
	Iteration 75Q: 3 clusters Score -3442936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3442938.250000 Penalty: 3078.038330
	Iteration 76Q: 3 clusters Score -3442938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3442933.250000 Penalty: 3078.038330
	Iteration 77Q: 3 clusters Score -3442933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3442936.750000 Penalty: 3078.038330
	Iteration 78Q: 3 clusters Score -3442937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3442938.250000 Penalty: 3078.038330
	Iteration 79Q: 3 clusters Score -3442938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3442937.250000 Penalty: 3078.038330
	Iteration 80F: 3 clusters Score -3442937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3442934.250000 Penalty: 3078.038330
	Iteration 81Q: 3 clusters Score -3442934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3442937.000000 Penalty: 3078.038330
	Iteration 82Q: 3 clusters Score -3442937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3442938.250000 Penalty: 3078.038330
	Iteration 83Q: 3 clusters Score -3442938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3442943.500000 Penalty: 3078.038330
	Iteration 84Q: 3 clusters Score -3442944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3442938.750000 Penalty: 3078.038330
	Iteration 85Q: 3 clusters Score -3442939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3442938.250000 Penalty: 3078.038330
	Iteration 86Q: 3 clusters Score -3442938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3442941.000000 Penalty: 3078.038330
	Iteration 87Q: 3 clusters Score -3442941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3442934.000000 Penalty: 3078.038330
	Iteration 88Q: 3 clusters Score -3442934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3442937.500000 Penalty: 3078.038330
	Iteration 89Q: 3 clusters Score -3442938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3442940.750000 Penalty: 3078.038330
	Iteration 90Q: 3 clusters Score -3442941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3442939.000000 Penalty: 3078.038330
	Iteration 91Q: 3 clusters Score -3442939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3442936.500000 Penalty: 3078.038330
	Iteration 92Q: 3 clusters Score -3442936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3442939.500000 Penalty: 3078.038330
	Iteration 93Q: 3 clusters Score -3442940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3442935.500000 Penalty: 3078.038330
	Iteration 94Q: 3 clusters Score -3442936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3442935.500000 Penalty: 3078.038330
	Iteration 95F: 3 clusters Score -3442936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Entering Unmasked Estep 
Score: -3116974.500000 Penalty: 1522.890747
	Iteration 0F: 2 clusters Score -3116974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3098815.500000 Penalty: 3045.781494
	Iteration 0F: 3 clusters Score -3098816 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3105680.750000 Penalty: 3045.781494
	Iteration 1F: 3 clusters Score -3105681 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3106191.250000 Penalty: 3045.781494
	Iteration 2Q: 3 clusters Score -3106191 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3106646.500000 Penalty: 3045.781494
	Iteration 3Q: 3 clusters Score -3106646 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3107053.500000 Penalty: 3045.781494
	Iteration 4Q: 3 clusters Score -3107054 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3107418.000000 Penalty: 3045.781494
	Iteration 5Q: 3 clusters Score -3107418 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3107784.500000 Penalty: 3045.781494
	Iteration 6Q: 3 clusters Score -3107784 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3108224.250000 Penalty: 3045.781494
	Iteration 7Q: 3 clusters Score -3108224 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3108743.750000 Penalty: 3045.781494
	Iteration 8Q: 3 clusters Score -3108744 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3109316.500000 Penalty: 3045.781494
	Iteration 9Q: 3 clusters Score -3109316 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3109967.750000 Penalty: 3045.781494
	Iteration 10Q: 3 clusters Score -3109968 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3110723.750000 Penalty: 3045.781494
	Iteration 11Q: 3 clusters Score -3110724 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3111504.000000 Penalty: 3045.781494
	Iteration 12Q: 3 clusters Score -3111504 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3112368.000000 Penalty: 3045.781494
	Iteration 13Q: 3 clusters Score -3112368 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3113201.500000 Penalty: 3045.781494
	Iteration 14Q: 3 clusters Score -3113202 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3113968.250000 Penalty: 3045.781494
	Iteration 15Q: 3 clusters Score -3113968 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3114563.500000 Penalty: 3045.781494
	Iteration 16Q: 3 clusters Score -3114564 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3114926.500000 Penalty: 3045.781494
	Iteration 17Q: 3 clusters Score -3114926 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3115209.000000 Penalty: 3045.781494
	Iteration 18Q: 3 clusters Score -3115209 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3115403.750000 Penalty: 3045.781494
	Iteration 19Q: 3 clusters Score -3115404 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3115502.750000 Penalty: 3045.781494
	Iteration 20F: 3 clusters Score -3115503 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3115567.750000 Penalty: 3045.781494
	Iteration 21Q: 3 clusters Score -3115568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3115627.500000 Penalty: 3045.781494
	Iteration 22Q: 3 clusters Score -3115628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3115661.500000 Penalty: 3045.781494
	Iteration 23Q: 3 clusters Score -3115662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3115691.500000 Penalty: 3045.781494
	Iteration 24Q: 3 clusters Score -3115692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3115712.000000 Penalty: 3045.781494
	Iteration 25Q: 3 clusters Score -3115712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3115726.750000 Penalty: 3045.781494
	Iteration 26Q: 3 clusters Score -3115727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3115736.750000 Penalty: 3045.781494
	Iteration 27Q: 3 clusters Score -3115737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3115742.500000 Penalty: 3045.781494
	Iteration 28Q: 3 clusters Score -3115742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3115747.500000 Penalty: 3045.781494
	Iteration 29Q: 3 clusters Score -3115748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3115754.750000 Penalty: 3045.781494
	Iteration 30Q: 3 clusters Score -3115755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3115773.000000 Penalty: 3045.781494
	Iteration 31Q: 3 clusters Score -3115773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3115779.250000 Penalty: 3045.781494
	Iteration 32Q: 3 clusters Score -3115779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3115777.750000 Penalty: 3045.781494
	Iteration 33Q: 3 clusters Score -3115778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3115780.000000 Penalty: 3045.781494
	Iteration 34Q: 3 clusters Score -3115780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3115782.750000 Penalty: 3045.781494
	Iteration 35Q: 3 clusters Score -3115783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3115782.750000 Penalty: 3045.781494
	Iteration 36F: 3 clusters Score -3115783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Entering Unmasked Estep 
Score: -2601359.500000 Penalty: 1496.670166
	Iteration 0F: 2 clusters Score -2601360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2586121.000000 Penalty: 2993.340332
	Iteration 0F: 3 clusters Score -2586121 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2591594.000000 Penalty: 2993.340332
	Iteration 1F: 3 clusters Score -2591594 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2591908.250000 Penalty: 2993.340332
	Iteration 2Q: 3 clusters Score -2591908 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2592174.250000 Penalty: 2993.340332
	Iteration 3Q: 3 clusters Score -2592174 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2592414.000000 Penalty: 2993.340332
	Iteration 4Q: 3 clusters Score -2592414 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2592624.500000 Penalty: 2993.340332
	Iteration 5Q: 3 clusters Score -2592624 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2592797.000000 Penalty: 2993.340332
	Iteration 6Q: 3 clusters Score -2592797 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2592988.250000 Penalty: 2993.340332
	Iteration 7Q: 3 clusters Score -2592988 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2593166.500000 Penalty: 2993.340332
	Iteration 8Q: 3 clusters Score -2593166 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2593337.750000 Penalty: 2993.340332
	Iteration 9Q: 3 clusters Score -2593338 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2593495.500000 Penalty: 2993.340332
	Iteration 10Q: 3 clusters Score -2593496 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2593647.750000 Penalty: 2993.340332
	Iteration 11Q: 3 clusters Score -2593648 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2593799.250000 Penalty: 2993.340332
	Iteration 12Q: 3 clusters Score -2593799 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2593978.250000 Penalty: 2993.340332
	Iteration 13Q: 3 clusters Score -2593978 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2594159.500000 Penalty: 2993.340332
	Iteration 14Q: 3 clusters Score -2594160 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2594338.000000 Penalty: 2993.340332
	Iteration 15Q: 3 clusters Score -2594338 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2594544.750000 Penalty: 2993.340332
	Iteration 16Q: 3 clusters Score -2594545 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2594770.000000 Penalty: 2993.340332
	Iteration 17Q: 3 clusters Score -2594770 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2595044.000000 Penalty: 2993.340332
	Iteration 18Q: 3 clusters Score -2595044 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2595434.750000 Penalty: 2993.340332
	Iteration 19Q: 3 clusters Score -2595435 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2595883.500000 Penalty: 2993.340332
	Iteration 20F: 3 clusters Score -2595884 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2596399.250000 Penalty: 2993.340332
	Iteration 21Q: 3 clusters Score -2596399 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2596997.250000 Penalty: 2993.340332
	Iteration 22Q: 3 clusters Score -2596997 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2597612.750000 Penalty: 2993.340332
	Iteration 23Q: 3 clusters Score -2597613 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2598242.000000 Penalty: 2993.340332
	Iteration 24Q: 3 clusters Score -2598242 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2598781.250000 Penalty: 2993.340332
	Iteration 25Q: 3 clusters Score -2598781 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2599214.750000 Penalty: 2993.340332
	Iteration 26Q: 3 clusters Score -2599215 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2599526.500000 Penalty: 2993.340332
	Iteration 27Q: 3 clusters Score -2599526 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2599794.000000 Penalty: 2993.340332
	Iteration 28Q: 3 clusters Score -2599794 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2599990.250000 Penalty: 2993.340332
	Iteration 29Q: 3 clusters Score -2599990 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2600105.000000 Penalty: 2993.340332
	Iteration 30Q: 3 clusters Score -2600105 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2600181.000000 Penalty: 2993.340332
	Iteration 31Q: 3 clusters Score -2600181 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2600235.750000 Penalty: 2993.340332
	Iteration 32Q: 3 clusters Score -2600236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2600270.250000 Penalty: 2993.340332
	Iteration 33Q: 3 clusters Score -2600270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2600306.250000 Penalty: 2993.340332
	Iteration 34Q: 3 clusters Score -2600306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2600313.250000 Penalty: 2993.340332
	Iteration 35Q: 3 clusters Score -2600313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2600326.000000 Penalty: 2993.340332
	Iteration 36Q: 3 clusters Score -2600326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2600330.000000 Penalty: 2993.340332
	Iteration 37Q: 3 clusters Score -2600330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2600334.500000 Penalty: 2993.340332
	Iteration 38Q: 3 clusters Score -2600334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2600340.000000 Penalty: 2993.340332
	Iteration 39Q: 3 clusters Score -2600340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2600343.500000 Penalty: 2993.340332
	Iteration 40F: 3 clusters Score -2600344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2600351.250000 Penalty: 2993.340332
	Iteration 41Q: 3 clusters Score -2600351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2600354.500000 Penalty: 2993.340332
	Iteration 42Q: 3 clusters Score -2600354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2600356.250000 Penalty: 2993.340332
	Iteration 43Q: 3 clusters Score -2600356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2600368.000000 Penalty: 2993.340332
	Iteration 44Q: 3 clusters Score -2600368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2600371.750000 Penalty: 2993.340332
	Iteration 45Q: 3 clusters Score -2600372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2600378.000000 Penalty: 2993.340332
	Iteration 46Q: 3 clusters Score -2600378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2600380.750000 Penalty: 2993.340332
	Iteration 47Q: 3 clusters Score -2600381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2600377.250000 Penalty: 2993.340332
	Iteration 48Q: 3 clusters Score -2600377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2600376.250000 Penalty: 2993.340332
	Iteration 49Q: 3 clusters Score -2600376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2600379.500000 Penalty: 2993.340332
	Iteration 50Q: 3 clusters Score -2600380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2600381.750000 Penalty: 2993.340332
	Iteration 51Q: 3 clusters Score -2600382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2600382.250000 Penalty: 2993.340332
	Iteration 52Q: 3 clusters Score -2600382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2600382.250000 Penalty: 2993.340332
	Iteration 53F: 3 clusters Score -2600382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Entering Unmasked Estep 
Score: -2481290.000000 Penalty: 1489.046997
	Iteration 0F: 2 clusters Score -2481290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2466905.000000 Penalty: 2978.093994
	Iteration 0F: 3 clusters Score -2466905 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2472138.000000 Penalty: 2978.093994
	Iteration 1F: 3 clusters Score -2472138 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2472570.750000 Penalty: 2978.093994
	Iteration 2F: 3 clusters Score -2472571 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2472942.750000 Penalty: 2978.093994
	Iteration 3Q: 3 clusters Score -2472943 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2473241.500000 Penalty: 2978.093994
	Iteration 4Q: 3 clusters Score -2473242 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2473525.500000 Penalty: 2978.093994
	Iteration 5Q: 3 clusters Score -2473526 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2473816.000000 Penalty: 2978.093994
	Iteration 6Q: 3 clusters Score -2473816 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2474155.000000 Penalty: 2978.093994
	Iteration 7Q: 3 clusters Score -2474155 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2474555.500000 Penalty: 2978.093994
	Iteration 8Q: 3 clusters Score -2474556 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2474998.250000 Penalty: 2978.093994
	Iteration 9Q: 3 clusters Score -2474998 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2475464.250000 Penalty: 2978.093994
	Iteration 10Q: 3 clusters Score -2475464 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2475970.250000 Penalty: 2978.093994
	Iteration 11Q: 3 clusters Score -2475970 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2476496.500000 Penalty: 2978.093994
	Iteration 12Q: 3 clusters Score -2476496 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2477025.500000 Penalty: 2978.093994
	Iteration 13Q: 3 clusters Score -2477026 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2477539.000000 Penalty: 2978.093994
	Iteration 14Q: 3 clusters Score -2477539 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2478045.250000 Penalty: 2978.093994
	Iteration 15Q: 3 clusters Score -2478045 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2478529.500000 Penalty: 2978.093994
	Iteration 16Q: 3 clusters Score -2478530 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2478905.250000 Penalty: 2978.093994
	Iteration 17Q: 3 clusters Score -2478905 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2479219.000000 Penalty: 2978.093994
	Iteration 18Q: 3 clusters Score -2479219 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2479451.000000 Penalty: 2978.093994
	Iteration 19Q: 3 clusters Score -2479451 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2479653.000000 Penalty: 2978.093994
	Iteration 20F: 3 clusters Score -2479653 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2479811.000000 Penalty: 2978.093994
	Iteration 21Q: 3 clusters Score -2479811 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2479902.750000 Penalty: 2978.093994
	Iteration 22Q: 3 clusters Score -2479903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2479965.750000 Penalty: 2978.093994
	Iteration 23Q: 3 clusters Score -2479966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2479995.500000 Penalty: 2978.093994
	Iteration 24Q: 3 clusters Score -2479996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2480016.000000 Penalty: 2978.093994
	Iteration 25Q: 3 clusters Score -2480016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2480029.250000 Penalty: 2978.093994
	Iteration 26Q: 3 clusters Score -2480029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2480042.000000 Penalty: 2978.093994
	Iteration 27Q: 3 clusters Score -2480042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2480051.750000 Penalty: 2978.093994
	Iteration 28Q: 3 clusters Score -2480052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2480063.000000 Penalty: 2978.093994
	Iteration 29Q: 3 clusters Score -2480063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2480072.500000 Penalty: 2978.093994
	Iteration 30Q: 3 clusters Score -2480072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2480082.750000 Penalty: 2978.093994
	Iteration 31Q: 3 clusters Score -2480083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2480093.250000 Penalty: 2978.093994
	Iteration 32Q: 3 clusters Score -2480093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2480104.000000 Penalty: 2978.093994
	Iteration 33Q: 3 clusters Score -2480104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2480112.750000 Penalty: 2978.093994
	Iteration 34Q: 3 clusters Score -2480113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2480113.750000 Penalty: 2978.093994
	Iteration 35Q: 3 clusters Score -2480114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2480116.500000 Penalty: 2978.093994
	Iteration 36Q: 3 clusters Score -2480116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2480121.250000 Penalty: 2978.093994
	Iteration 37Q: 3 clusters Score -2480121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2480121.250000 Penalty: 2978.093994
	Iteration 38F: 3 clusters Score -2480121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Entering Unmasked Estep 
Score: -1549301.375000 Penalty: 1425.025879
	Iteration 0F: 2 clusters Score -1549301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1539752.250000 Penalty: 2850.051758
	Iteration 0F: 3 clusters Score -1539752 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1543128.125000 Penalty: 2850.051758
	Iteration 1F: 3 clusters Score -1543128 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1543455.625000 Penalty: 2850.051758
	Iteration 2F: 3 clusters Score -1543456 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1543689.250000 Penalty: 2850.051758
	Iteration 3Q: 3 clusters Score -1543689 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1543931.875000 Penalty: 2850.051758
	Iteration 4Q: 3 clusters Score -1543932 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1544176.750000 Penalty: 2850.051758
	Iteration 5Q: 3 clusters Score -1544177 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1544409.875000 Penalty: 2850.051758
	Iteration 6Q: 3 clusters Score -1544410 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1544645.625000 Penalty: 2850.051758
	Iteration 7Q: 3 clusters Score -1544646 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1544916.250000 Penalty: 2850.051758
	Iteration 8Q: 3 clusters Score -1544916 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1545198.750000 Penalty: 2850.051758
	Iteration 9Q: 3 clusters Score -1545199 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1545465.875000 Penalty: 2850.051758
	Iteration 10Q: 3 clusters Score -1545466 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1545735.750000 Penalty: 2850.051758
	Iteration 11Q: 3 clusters Score -1545736 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1545998.375000 Penalty: 2850.051758
	Iteration 12Q: 3 clusters Score -1545998 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1546246.125000 Penalty: 2850.051758
	Iteration 13Q: 3 clusters Score -1546246 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1546491.375000 Penalty: 2850.051758
	Iteration 14Q: 3 clusters Score -1546491 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1546728.250000 Penalty: 2850.051758
	Iteration 15Q: 3 clusters Score -1546728 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1546922.500000 Penalty: 2850.051758
	Iteration 16Q: 3 clusters Score -1546922 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1547066.125000 Penalty: 2850.051758
	Iteration 17Q: 3 clusters Score -1547066 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1547199.125000 Penalty: 2850.051758
	Iteration 18Q: 3 clusters Score -1547199 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1547309.125000 Penalty: 2850.051758
	Iteration 19Q: 3 clusters Score -1547309 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1547405.125000 Penalty: 2850.051758
	Iteration 20F: 3 clusters Score -1547405 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1547502.625000 Penalty: 2850.051758
	Iteration 21Q: 3 clusters Score -1547503 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1547585.125000 Penalty: 2850.051758
	Iteration 22Q: 3 clusters Score -1547585 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1547650.000000 Penalty: 2850.051758
	Iteration 23Q: 3 clusters Score -1547650 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1547705.875000 Penalty: 2850.051758
	Iteration 24Q: 3 clusters Score -1547706 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1547768.500000 Penalty: 2850.051758
	Iteration 25Q: 3 clusters Score -1547768 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1547833.125000 Penalty: 2850.051758
	Iteration 26Q: 3 clusters Score -1547833 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1547881.500000 Penalty: 2850.051758
	Iteration 27Q: 3 clusters Score -1547882 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1547928.250000 Penalty: 2850.051758
	Iteration 28Q: 3 clusters Score -1547928 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1547971.375000 Penalty: 2850.051758
	Iteration 29Q: 3 clusters Score -1547971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1548006.625000 Penalty: 2850.051758
	Iteration 30Q: 3 clusters Score -1548007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1548049.000000 Penalty: 2850.051758
	Iteration 31Q: 3 clusters Score -1548049 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1548086.750000 Penalty: 2850.051758
	Iteration 32Q: 3 clusters Score -1548087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1548115.875000 Penalty: 2850.051758
	Iteration 33Q: 3 clusters Score -1548116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1548144.250000 Penalty: 2850.051758
	Iteration 34Q: 3 clusters Score -1548144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1548158.875000 Penalty: 2850.051758
	Iteration 35Q: 3 clusters Score -1548159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1548172.875000 Penalty: 2850.051758
	Iteration 36Q: 3 clusters Score -1548173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1548184.125000 Penalty: 2850.051758
	Iteration 37Q: 3 clusters Score -1548184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1548188.375000 Penalty: 2850.051758
	Iteration 38Q: 3 clusters Score -1548188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1548197.625000 Penalty: 2850.051758
	Iteration 39Q: 3 clusters Score -1548198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1548207.250000 Penalty: 2850.051758
	Iteration 40F: 3 clusters Score -1548207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1548211.500000 Penalty: 2850.051758
	Iteration 41Q: 3 clusters Score -1548212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1548220.750000 Penalty: 2850.051758
	Iteration 42Q: 3 clusters Score -1548221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1548221.125000 Penalty: 2850.051758
	Iteration 43Q: 3 clusters Score -1548221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1548229.250000 Penalty: 2850.051758
	Iteration 44Q: 3 clusters Score -1548229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1548238.500000 Penalty: 2850.051758
	Iteration 45Q: 3 clusters Score -1548238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1548244.875000 Penalty: 2850.051758
	Iteration 46Q: 3 clusters Score -1548245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1548252.500000 Penalty: 2850.051758
	Iteration 47Q: 3 clusters Score -1548252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1548257.875000 Penalty: 2850.051758
	Iteration 48Q: 3 clusters Score -1548258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1548261.500000 Penalty: 2850.051758
	Iteration 49Q: 3 clusters Score -1548262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1548265.375000 Penalty: 2850.051758
	Iteration 50Q: 3 clusters Score -1548265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1548273.375000 Penalty: 2850.051758
	Iteration 51Q: 3 clusters Score -1548273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1548277.000000 Penalty: 2850.051758
	Iteration 52Q: 3 clusters Score -1548277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1548285.125000 Penalty: 2850.051758
	Iteration 53Q: 3 clusters Score -1548285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1548291.000000 Penalty: 2850.051758
	Iteration 54Q: 3 clusters Score -1548291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1548291.500000 Penalty: 2850.051758
	Iteration 55Q: 3 clusters Score -1548292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1548292.750000 Penalty: 2850.051758
	Iteration 56Q: 3 clusters Score -1548293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1548294.000000 Penalty: 2850.051758
	Iteration 57Q: 3 clusters Score -1548294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1548291.125000 Penalty: 2850.051758
	Iteration 58Q: 3 clusters Score -1548291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1548293.000000 Penalty: 2850.051758
	Iteration 59Q: 3 clusters Score -1548293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1548298.750000 Penalty: 2850.051758
	Iteration 60F: 3 clusters Score -1548299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1548298.250000 Penalty: 2850.051758
	Iteration 61Q: 3 clusters Score -1548298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1548297.875000 Penalty: 2850.051758
	Iteration 62Q: 3 clusters Score -1548298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1548299.500000 Penalty: 2850.051758
	Iteration 63Q: 3 clusters Score -1548300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1548298.375000 Penalty: 2850.051758
	Iteration 64Q: 3 clusters Score -1548298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1548298.250000 Penalty: 2850.051758
	Iteration 65Q: 3 clusters Score -1548298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1548302.000000 Penalty: 2850.051758
	Iteration 66Q: 3 clusters Score -1548302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1548301.125000 Penalty: 2850.051758
	Iteration 67Q: 3 clusters Score -1548301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1548304.000000 Penalty: 2850.051758
	Iteration 68Q: 3 clusters Score -1548304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1548305.250000 Penalty: 2850.051758
	Iteration 69Q: 3 clusters Score -1548305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1548303.875000 Penalty: 2850.051758
	Iteration 70Q: 3 clusters Score -1548304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1548304.875000 Penalty: 2850.051758
	Iteration 71Q: 3 clusters Score -1548305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1548307.625000 Penalty: 2850.051758
	Iteration 72Q: 3 clusters Score -1548308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1548307.375000 Penalty: 2850.051758
	Iteration 73Q: 3 clusters Score -1548307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1548310.500000 Penalty: 2850.051758
	Iteration 74Q: 3 clusters Score -1548310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1548311.625000 Penalty: 2850.051758
	Iteration 75Q: 3 clusters Score -1548312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1548311.375000 Penalty: 2850.051758
	Iteration 76Q: 3 clusters Score -1548311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1548311.375000 Penalty: 2850.051758
	Iteration 77F: 3 clusters Score -1548311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Entering Unmasked Estep 
Score: -1090026.500000 Penalty: 1370.245483
	Iteration 0F: 2 clusters Score -1090026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1083212.750000 Penalty: 2740.490967
	Iteration 0F: 3 clusters Score -1083213 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1085492.375000 Penalty: 2740.490967
	Iteration 1F: 3 clusters Score -1085492 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1085757.875000 Penalty: 2740.490967
	Iteration 2F: 3 clusters Score -1085758 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1085955.250000 Penalty: 2740.490967
	Iteration 3Q: 3 clusters Score -1085955 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1086095.750000 Penalty: 2740.490967
	Iteration 4Q: 3 clusters Score -1086096 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1086220.125000 Penalty: 2740.490967
	Iteration 5Q: 3 clusters Score -1086220 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1086324.750000 Penalty: 2740.490967
	Iteration 6Q: 3 clusters Score -1086325 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1086409.125000 Penalty: 2740.490967
	Iteration 7Q: 3 clusters Score -1086409 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1086490.625000 Penalty: 2740.490967
	Iteration 8Q: 3 clusters Score -1086491 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1086567.875000 Penalty: 2740.490967
	Iteration 9Q: 3 clusters Score -1086568 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1086651.250000 Penalty: 2740.490967
	Iteration 10Q: 3 clusters Score -1086651 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1086729.000000 Penalty: 2740.490967
	Iteration 11Q: 3 clusters Score -1086729 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1086817.250000 Penalty: 2740.490967
	Iteration 12Q: 3 clusters Score -1086817 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1086914.375000 Penalty: 2740.490967
	Iteration 13Q: 3 clusters Score -1086914 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1087028.000000 Penalty: 2740.490967
	Iteration 14Q: 3 clusters Score -1087028 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1087148.000000 Penalty: 2740.490967
	Iteration 15Q: 3 clusters Score -1087148 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1087271.500000 Penalty: 2740.490967
	Iteration 16Q: 3 clusters Score -1087272 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1087417.000000 Penalty: 2740.490967
	Iteration 17Q: 3 clusters Score -1087417 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1087582.500000 Penalty: 2740.490967
	Iteration 18Q: 3 clusters Score -1087582 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1087752.750000 Penalty: 2740.490967
	Iteration 19Q: 3 clusters Score -1087753 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1087913.125000 Penalty: 2740.490967
	Iteration 20F: 3 clusters Score -1087913 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1088051.250000 Penalty: 2740.490967
	Iteration 21Q: 3 clusters Score -1088051 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1088161.375000 Penalty: 2740.490967
	Iteration 22Q: 3 clusters Score -1088161 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1088246.375000 Penalty: 2740.490967
	Iteration 23Q: 3 clusters Score -1088246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1088328.000000 Penalty: 2740.490967
	Iteration 24Q: 3 clusters Score -1088328 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1088401.125000 Penalty: 2740.490967
	Iteration 25Q: 3 clusters Score -1088401 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1088463.125000 Penalty: 2740.490967
	Iteration 26Q: 3 clusters Score -1088463 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1088509.000000 Penalty: 2740.490967
	Iteration 27Q: 3 clusters Score -1088509 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1088556.125000 Penalty: 2740.490967
	Iteration 28Q: 3 clusters Score -1088556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1088593.000000 Penalty: 2740.490967
	Iteration 29Q: 3 clusters Score -1088593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1088622.125000 Penalty: 2740.490967
	Iteration 30Q: 3 clusters Score -1088622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1088646.625000 Penalty: 2740.490967
	Iteration 31Q: 3 clusters Score -1088647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1088669.875000 Penalty: 2740.490967
	Iteration 32Q: 3 clusters Score -1088670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1088689.875000 Penalty: 2740.490967
	Iteration 33Q: 3 clusters Score -1088690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1088699.000000 Penalty: 2740.490967
	Iteration 34Q: 3 clusters Score -1088699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1088711.750000 Penalty: 2740.490967
	Iteration 35Q: 3 clusters Score -1088712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1088720.750000 Penalty: 2740.490967
	Iteration 36Q: 3 clusters Score -1088721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1088730.250000 Penalty: 2740.490967
	Iteration 37Q: 3 clusters Score -1088730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1088741.750000 Penalty: 2740.490967
	Iteration 38Q: 3 clusters Score -1088742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1088752.125000 Penalty: 2740.490967
	Iteration 39Q: 3 clusters Score -1088752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1088762.625000 Penalty: 2740.490967
	Iteration 40F: 3 clusters Score -1088763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1088771.250000 Penalty: 2740.490967
	Iteration 41Q: 3 clusters Score -1088771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1088776.125000 Penalty: 2740.490967
	Iteration 42Q: 3 clusters Score -1088776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1088778.375000 Penalty: 2740.490967
	Iteration 43Q: 3 clusters Score -1088778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1088782.750000 Penalty: 2740.490967
	Iteration 44Q: 3 clusters Score -1088783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1088792.250000 Penalty: 2740.490967
	Iteration 45Q: 3 clusters Score -1088792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1088795.250000 Penalty: 2740.490967
	Iteration 46Q: 3 clusters Score -1088795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1088800.375000 Penalty: 2740.490967
	Iteration 47Q: 3 clusters Score -1088800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1088802.625000 Penalty: 2740.490967
	Iteration 48Q: 3 clusters Score -1088803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1088805.000000 Penalty: 2740.490967
	Iteration 49Q: 3 clusters Score -1088805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1088807.500000 Penalty: 2740.490967
	Iteration 50Q: 3 clusters Score -1088808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1088808.375000 Penalty: 2740.490967
	Iteration 51Q: 3 clusters Score -1088808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1088812.875000 Penalty: 2740.490967
	Iteration 52Q: 3 clusters Score -1088813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1088820.250000 Penalty: 2740.490967
	Iteration 53Q: 3 clusters Score -1088820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1088825.125000 Penalty: 2740.490967
	Iteration 54Q: 3 clusters Score -1088825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1088827.000000 Penalty: 2740.490967
	Iteration 55Q: 3 clusters Score -1088827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1088833.250000 Penalty: 2740.490967
	Iteration 56Q: 3 clusters Score -1088833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1088839.125000 Penalty: 2740.490967
	Iteration 57Q: 3 clusters Score -1088839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1088838.375000 Penalty: 2740.490967
	Iteration 58Q: 3 clusters Score -1088838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1088843.125000 Penalty: 2740.490967
	Iteration 59Q: 3 clusters Score -1088843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1088846.750000 Penalty: 2740.490967
	Iteration 60F: 3 clusters Score -1088847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1088847.750000 Penalty: 2740.490967
	Iteration 61Q: 3 clusters Score -1088848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1088848.625000 Penalty: 2740.490967
	Iteration 62Q: 3 clusters Score -1088849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1088852.750000 Penalty: 2740.490967
	Iteration 63Q: 3 clusters Score -1088853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1088859.500000 Penalty: 2740.490967
	Iteration 64Q: 3 clusters Score -1088860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1088861.000000 Penalty: 2740.490967
	Iteration 65Q: 3 clusters Score -1088861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1088864.375000 Penalty: 2740.490967
	Iteration 66Q: 3 clusters Score -1088864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1088864.625000 Penalty: 2740.490967
	Iteration 67Q: 3 clusters Score -1088865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1088866.750000 Penalty: 2740.490967
	Iteration 68Q: 3 clusters Score -1088867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1088869.375000 Penalty: 2740.490967
	Iteration 69Q: 3 clusters Score -1088869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1088871.500000 Penalty: 2740.490967
	Iteration 70Q: 3 clusters Score -1088872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1088872.625000 Penalty: 2740.490967
	Iteration 71Q: 3 clusters Score -1088873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1088871.625000 Penalty: 2740.490967
	Iteration 72Q: 3 clusters Score -1088872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1088873.750000 Penalty: 2740.490967
	Iteration 73Q: 3 clusters Score -1088874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1088872.375000 Penalty: 2740.490967
	Iteration 74Q: 3 clusters Score -1088872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1088874.375000 Penalty: 2740.490967
	Iteration 75Q: 3 clusters Score -1088874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1088877.250000 Penalty: 2740.490967
	Iteration 76Q: 3 clusters Score -1088877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1088878.125000 Penalty: 2740.490967
	Iteration 77Q: 3 clusters Score -1088878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1088878.375000 Penalty: 2740.490967
	Iteration 78Q: 3 clusters Score -1088878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1088877.875000 Penalty: 2740.490967
	Iteration 79Q: 3 clusters Score -1088878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1088880.750000 Penalty: 2740.490967
	Iteration 80F: 3 clusters Score -1088881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1088880.875000 Penalty: 2740.490967
	Iteration 81Q: 3 clusters Score -1088881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1088880.875000 Penalty: 2740.490967
	Iteration 82F: 3 clusters Score -1088881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Entering Unmasked Estep 
Score: -2965087.500000 Penalty: 1516.146362
	Iteration 0F: 2 clusters Score -2965088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2947805.500000 Penalty: 3032.292725
	Iteration 0F: 3 clusters Score -2947806 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2954369.000000 Penalty: 3032.292725
	Iteration 1F: 3 clusters Score -2954369 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2955004.750000 Penalty: 3032.292725
	Iteration 2F: 3 clusters Score -2955005 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2955665.750000 Penalty: 3032.292725
	Iteration 3F: 3 clusters Score -2955666 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2956433.750000 Penalty: 3032.292725
	Iteration 4F: 3 clusters Score -2956434 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2957270.000000 Penalty: 3032.292725
	Iteration 5F: 3 clusters Score -2957270 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2958036.750000 Penalty: 3032.292725
	Iteration 6F: 3 clusters Score -2958037 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2958682.750000 Penalty: 3032.292725
	Iteration 7F: 3 clusters Score -2958683 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2959171.500000 Penalty: 3032.292725
	Iteration 8Q: 3 clusters Score -2959172 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2959570.250000 Penalty: 3032.292725
	Iteration 9Q: 3 clusters Score -2959570 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2959865.250000 Penalty: 3032.292725
	Iteration 10Q: 3 clusters Score -2959865 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2960117.500000 Penalty: 3032.292725
	Iteration 11Q: 3 clusters Score -2960118 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2960329.500000 Penalty: 3032.292725
	Iteration 12Q: 3 clusters Score -2960330 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2960526.250000 Penalty: 3032.292725
	Iteration 13Q: 3 clusters Score -2960526 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2960722.500000 Penalty: 3032.292725
	Iteration 14Q: 3 clusters Score -2960722 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2960917.500000 Penalty: 3032.292725
	Iteration 15Q: 3 clusters Score -2960918 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2961158.250000 Penalty: 3032.292725
	Iteration 16Q: 3 clusters Score -2961158 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2961435.000000 Penalty: 3032.292725
	Iteration 17Q: 3 clusters Score -2961435 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2961792.500000 Penalty: 3032.292725
	Iteration 18Q: 3 clusters Score -2961792 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2962123.750000 Penalty: 3032.292725
	Iteration 19Q: 3 clusters Score -2962124 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2962449.500000 Penalty: 3032.292725
	Iteration 20F: 3 clusters Score -2962450 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2962788.250000 Penalty: 3032.292725
	Iteration 21Q: 3 clusters Score -2962788 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2963086.750000 Penalty: 3032.292725
	Iteration 22Q: 3 clusters Score -2963087 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2963294.500000 Penalty: 3032.292725
	Iteration 23Q: 3 clusters Score -2963294 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2963456.750000 Penalty: 3032.292725
	Iteration 24Q: 3 clusters Score -2963457 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2963570.000000 Penalty: 3032.292725
	Iteration 25Q: 3 clusters Score -2963570 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2963640.500000 Penalty: 3032.292725
	Iteration 26Q: 3 clusters Score -2963640 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2963701.250000 Penalty: 3032.292725
	Iteration 27Q: 3 clusters Score -2963701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2963752.500000 Penalty: 3032.292725
	Iteration 28Q: 3 clusters Score -2963752 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2963804.250000 Penalty: 3032.292725
	Iteration 29Q: 3 clusters Score -2963804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2963823.500000 Penalty: 3032.292725
	Iteration 30Q: 3 clusters Score -2963824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2963854.750000 Penalty: 3032.292725
	Iteration 31Q: 3 clusters Score -2963855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2963879.250000 Penalty: 3032.292725
	Iteration 32Q: 3 clusters Score -2963879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2963907.500000 Penalty: 3032.292725
	Iteration 33Q: 3 clusters Score -2963908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2963930.250000 Penalty: 3032.292725
	Iteration 34Q: 3 clusters Score -2963930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2963937.750000 Penalty: 3032.292725
	Iteration 35Q: 3 clusters Score -2963938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2963949.750000 Penalty: 3032.292725
	Iteration 36Q: 3 clusters Score -2963950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2963968.000000 Penalty: 3032.292725
	Iteration 37Q: 3 clusters Score -2963968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2963978.750000 Penalty: 3032.292725
	Iteration 38Q: 3 clusters Score -2963979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2963992.500000 Penalty: 3032.292725
	Iteration 39Q: 3 clusters Score -2963992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2963999.250000 Penalty: 3032.292725
	Iteration 40F: 3 clusters Score -2963999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2964002.750000 Penalty: 3032.292725
	Iteration 41Q: 3 clusters Score -2964003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2964014.500000 Penalty: 3032.292725
	Iteration 42Q: 3 clusters Score -2964014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2964012.750000 Penalty: 3032.292725
	Iteration 43Q: 3 clusters Score -2964013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2964024.500000 Penalty: 3032.292725
	Iteration 44Q: 3 clusters Score -2964024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2964041.500000 Penalty: 3032.292725
	Iteration 45Q: 3 clusters Score -2964042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2964051.000000 Penalty: 3032.292725
	Iteration 46Q: 3 clusters Score -2964051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2964070.500000 Penalty: 3032.292725
	Iteration 47Q: 3 clusters Score -2964070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2964078.000000 Penalty: 3032.292725
	Iteration 48Q: 3 clusters Score -2964078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2964087.250000 Penalty: 3032.292725
	Iteration 49Q: 3 clusters Score -2964087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2964103.750000 Penalty: 3032.292725
	Iteration 50Q: 3 clusters Score -2964104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2964106.000000 Penalty: 3032.292725
	Iteration 51Q: 3 clusters Score -2964106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2964106.750000 Penalty: 3032.292725
	Iteration 52Q: 3 clusters Score -2964107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2964118.500000 Penalty: 3032.292725
	Iteration 53Q: 3 clusters Score -2964118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2964122.500000 Penalty: 3032.292725
	Iteration 54Q: 3 clusters Score -2964122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2964122.750000 Penalty: 3032.292725
	Iteration 55Q: 3 clusters Score -2964123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2964134.500000 Penalty: 3032.292725
	Iteration 56Q: 3 clusters Score -2964134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2964138.000000 Penalty: 3032.292725
	Iteration 57Q: 3 clusters Score -2964138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2964152.000000 Penalty: 3032.292725
	Iteration 58Q: 3 clusters Score -2964152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2964160.250000 Penalty: 3032.292725
	Iteration 59Q: 3 clusters Score -2964160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2964172.250000 Penalty: 3032.292725
	Iteration 60F: 3 clusters Score -2964172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2964174.500000 Penalty: 3032.292725
	Iteration 61Q: 3 clusters Score -2964174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2964177.500000 Penalty: 3032.292725
	Iteration 62Q: 3 clusters Score -2964178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2964189.250000 Penalty: 3032.292725
	Iteration 63Q: 3 clusters Score -2964189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2964188.250000 Penalty: 3032.292725
	Iteration 64Q: 3 clusters Score -2964188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2964191.000000 Penalty: 3032.292725
	Iteration 65Q: 3 clusters Score -2964191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2964198.750000 Penalty: 3032.292725
	Iteration 66Q: 3 clusters Score -2964199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2964193.250000 Penalty: 3032.292725
	Iteration 67Q: 3 clusters Score -2964193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2964196.000000 Penalty: 3032.292725
	Iteration 68Q: 3 clusters Score -2964196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2964197.250000 Penalty: 3032.292725
	Iteration 69Q: 3 clusters Score -2964197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2964200.750000 Penalty: 3032.292725
	Iteration 70Q: 3 clusters Score -2964201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2964201.500000 Penalty: 3032.292725
	Iteration 71Q: 3 clusters Score -2964202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2964200.000000 Penalty: 3032.292725
	Iteration 72Q: 3 clusters Score -2964200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2964201.250000 Penalty: 3032.292725
	Iteration 73Q: 3 clusters Score -2964201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2964204.250000 Penalty: 3032.292725
	Iteration 74Q: 3 clusters Score -2964204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2964214.750000 Penalty: 3032.292725
	Iteration 75Q: 3 clusters Score -2964215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2964217.250000 Penalty: 3032.292725
	Iteration 76Q: 3 clusters Score -2964217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2964220.500000 Penalty: 3032.292725
	Iteration 77Q: 3 clusters Score -2964220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2964226.500000 Penalty: 3032.292725
	Iteration 78Q: 3 clusters Score -2964226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2964226.500000 Penalty: 3032.292725
	Iteration 79Q: 3 clusters Score -2964226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2964226.000000 Penalty: 3032.292725
	Iteration 80F: 3 clusters Score -2964226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2964223.500000 Penalty: 3032.292725
	Iteration 81Q: 3 clusters Score -2964224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2964225.250000 Penalty: 3032.292725
	Iteration 82Q: 3 clusters Score -2964225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2964227.750000 Penalty: 3032.292725
	Iteration 83Q: 3 clusters Score -2964228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2964228.750000 Penalty: 3032.292725
	Iteration 84Q: 3 clusters Score -2964229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2964233.500000 Penalty: 3032.292725
	Iteration 85Q: 3 clusters Score -2964234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2964237.750000 Penalty: 3032.292725
	Iteration 86Q: 3 clusters Score -2964238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2964236.750000 Penalty: 3032.292725
	Iteration 87Q: 3 clusters Score -2964237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2964240.750000 Penalty: 3032.292725
	Iteration 88Q: 3 clusters Score -2964241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2964240.750000 Penalty: 3032.292725
	Iteration 89F: 3 clusters Score -2964241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Entering Unmasked Estep 
Score: -969319.250000 Penalty: 1356.677734
	Iteration 0F: 2 clusters Score -969319.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -963068.875000 Penalty: 2713.355469
	Iteration 0F: 3 clusters Score -963068.9 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -965119.125000 Penalty: 2713.355469
	Iteration 1F: 3 clusters Score -965119.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -965418.250000 Penalty: 2713.355469
	Iteration 2F: 3 clusters Score -965418.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -965608.937500 Penalty: 2713.355469
	Iteration 3Q: 3 clusters Score -965608.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -965763.562500 Penalty: 2713.355469
	Iteration 4Q: 3 clusters Score -965763.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -965884.250000 Penalty: 2713.355469
	Iteration 5Q: 3 clusters Score -965884.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -966005.312500 Penalty: 2713.355469
	Iteration 6Q: 3 clusters Score -966005.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -966122.687500 Penalty: 2713.355469
	Iteration 7Q: 3 clusters Score -966122.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -966223.437500 Penalty: 2713.355469
	Iteration 8Q: 3 clusters Score -966223.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -966326.812500 Penalty: 2713.355469
	Iteration 9Q: 3 clusters Score -966326.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -966439.312500 Penalty: 2713.355469
	Iteration 10Q: 3 clusters Score -966439.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -966554.562500 Penalty: 2713.355469
	Iteration 11Q: 3 clusters Score -966554.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -966689.937500 Penalty: 2713.355469
	Iteration 12Q: 3 clusters Score -966689.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -966819.062500 Penalty: 2713.355469
	Iteration 13Q: 3 clusters Score -966819.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -966943.750000 Penalty: 2713.355469
	Iteration 14Q: 3 clusters Score -966943.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -967094.062500 Penalty: 2713.355469
	Iteration 15Q: 3 clusters Score -967094.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -967222.000000 Penalty: 2713.355469
	Iteration 16Q: 3 clusters Score -967222 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -967323.875000 Penalty: 2713.355469
	Iteration 17Q: 3 clusters Score -967323.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -967403.437500 Penalty: 2713.355469
	Iteration 18Q: 3 clusters Score -967403.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -967452.250000 Penalty: 2713.355469
	Iteration 19Q: 3 clusters Score -967452.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -967494.250000 Penalty: 2713.355469
	Iteration 20F: 3 clusters Score -967494.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -967525.750000 Penalty: 2713.355469
	Iteration 21Q: 3 clusters Score -967525.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -967556.000000 Penalty: 2713.355469
	Iteration 22Q: 3 clusters Score -967556 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -967581.062500 Penalty: 2713.355469
	Iteration 23Q: 3 clusters Score -967581.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -967601.562500 Penalty: 2713.355469
	Iteration 24Q: 3 clusters Score -967601.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -967621.812500 Penalty: 2713.355469
	Iteration 25Q: 3 clusters Score -967621.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -967639.250000 Penalty: 2713.355469
	Iteration 26Q: 3 clusters Score -967639.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -967653.375000 Penalty: 2713.355469
	Iteration 27Q: 3 clusters Score -967653.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -967664.062500 Penalty: 2713.355469
	Iteration 28Q: 3 clusters Score -967664.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -967673.437500 Penalty: 2713.355469
	Iteration 29Q: 3 clusters Score -967673.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -967683.687500 Penalty: 2713.355469
	Iteration 30Q: 3 clusters Score -967683.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -967694.500000 Penalty: 2713.355469
	Iteration 31Q: 3 clusters Score -967694.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -967709.000000 Penalty: 2713.355469
	Iteration 32Q: 3 clusters Score -967709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -967715.625000 Penalty: 2713.355469
	Iteration 33Q: 3 clusters Score -967715.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -967728.125000 Penalty: 2713.355469
	Iteration 34Q: 3 clusters Score -967728.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -967742.187500 Penalty: 2713.355469
	Iteration 35Q: 3 clusters Score -967742.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -967752.687500 Penalty: 2713.355469
	Iteration 36Q: 3 clusters Score -967752.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -967756.437500 Penalty: 2713.355469
	Iteration 37Q: 3 clusters Score -967756.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -967766.125000 Penalty: 2713.355469
	Iteration 38Q: 3 clusters Score -967766.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -967777.500000 Penalty: 2713.355469
	Iteration 39Q: 3 clusters Score -967777.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -967781.500000 Penalty: 2713.355469
	Iteration 40F: 3 clusters Score -967781.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -967791.812500 Penalty: 2713.355469
	Iteration 41Q: 3 clusters Score -967791.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -967804.625000 Penalty: 2713.355469
	Iteration 42Q: 3 clusters Score -967804.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -967811.687500 Penalty: 2713.355469
	Iteration 43Q: 3 clusters Score -967811.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -967819.437500 Penalty: 2713.355469
	Iteration 44Q: 3 clusters Score -967819.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -967826.062500 Penalty: 2713.355469
	Iteration 45Q: 3 clusters Score -967826.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -967833.437500 Penalty: 2713.355469
	Iteration 46Q: 3 clusters Score -967833.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -967837.000000 Penalty: 2713.355469
	Iteration 47Q: 3 clusters Score -967837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -967844.875000 Penalty: 2713.355469
	Iteration 48Q: 3 clusters Score -967844.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -967852.750000 Penalty: 2713.355469
	Iteration 49Q: 3 clusters Score -967852.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -967859.562500 Penalty: 2713.355469
	Iteration 50Q: 3 clusters Score -967859.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -967865.750000 Penalty: 2713.355469
	Iteration 51Q: 3 clusters Score -967865.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -967875.687500 Penalty: 2713.355469
	Iteration 52Q: 3 clusters Score -967875.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -967885.375000 Penalty: 2713.355469
	Iteration 53Q: 3 clusters Score -967885.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -967894.937500 Penalty: 2713.355469
	Iteration 54Q: 3 clusters Score -967894.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -967903.875000 Penalty: 2713.355469
	Iteration 55Q: 3 clusters Score -967903.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -967909.437500 Penalty: 2713.355469
	Iteration 56Q: 3 clusters Score -967909.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -967913.062500 Penalty: 2713.355469
	Iteration 57Q: 3 clusters Score -967913.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -967920.187500 Penalty: 2713.355469
	Iteration 58Q: 3 clusters Score -967920.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -967927.062500 Penalty: 2713.355469
	Iteration 59Q: 3 clusters Score -967927.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -967938.875000 Penalty: 2713.355469
	Iteration 60F: 3 clusters Score -967938.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -967944.562500 Penalty: 2713.355469
	Iteration 61Q: 3 clusters Score -967944.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -967962.375000 Penalty: 2713.355469
	Iteration 62Q: 3 clusters Score -967962.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -967983.312500 Penalty: 2713.355469
	Iteration 63Q: 3 clusters Score -967983.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -968006.437500 Penalty: 2713.355469
	Iteration 64Q: 3 clusters Score -968006.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -968038.875000 Penalty: 2713.355469
	Iteration 65Q: 3 clusters Score -968038.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -968059.812500 Penalty: 2713.355469
	Iteration 66Q: 3 clusters Score -968059.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -968080.750000 Penalty: 2713.355469
	Iteration 67Q: 3 clusters Score -968080.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -968098.875000 Penalty: 2713.355469
	Iteration 68Q: 3 clusters Score -968098.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -968118.812500 Penalty: 2713.355469
	Iteration 69Q: 3 clusters Score -968118.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -968146.312500 Penalty: 2713.355469
	Iteration 70Q: 3 clusters Score -968146.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -968167.875000 Penalty: 2713.355469
	Iteration 71Q: 3 clusters Score -968167.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -968184.937500 Penalty: 2713.355469
	Iteration 72Q: 3 clusters Score -968184.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -968200.812500 Penalty: 2713.355469
	Iteration 73Q: 3 clusters Score -968200.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -968215.250000 Penalty: 2713.355469
	Iteration 74Q: 3 clusters Score -968215.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -968226.437500 Penalty: 2713.355469
	Iteration 75Q: 3 clusters Score -968226.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -968237.750000 Penalty: 2713.355469
	Iteration 76Q: 3 clusters Score -968237.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -968249.687500 Penalty: 2713.355469
	Iteration 77Q: 3 clusters Score -968249.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -968260.062500 Penalty: 2713.355469
	Iteration 78Q: 3 clusters Score -968260.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -968267.000000 Penalty: 2713.355469
	Iteration 79Q: 3 clusters Score -968267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -968275.187500 Penalty: 2713.355469
	Iteration 80F: 3 clusters Score -968275.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -968288.500000 Penalty: 2713.355469
	Iteration 81Q: 3 clusters Score -968288.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -968296.500000 Penalty: 2713.355469
	Iteration 82Q: 3 clusters Score -968296.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -968302.437500 Penalty: 2713.355469
	Iteration 83Q: 3 clusters Score -968302.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -968310.750000 Penalty: 2713.355469
	Iteration 84Q: 3 clusters Score -968310.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -968321.312500 Penalty: 2713.355469
	Iteration 85Q: 3 clusters Score -968321.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -968329.062500 Penalty: 2713.355469
	Iteration 86Q: 3 clusters Score -968329.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -968334.500000 Penalty: 2713.355469
	Iteration 87Q: 3 clusters Score -968334.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -968338.062500 Penalty: 2713.355469
	Iteration 88Q: 3 clusters Score -968338.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -968341.687500 Penalty: 2713.355469
	Iteration 89Q: 3 clusters Score -968341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -968345.437500 Penalty: 2713.355469
	Iteration 90Q: 3 clusters Score -968345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -968349.375000 Penalty: 2713.355469
	Iteration 91Q: 3 clusters Score -968349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -968351.187500 Penalty: 2713.355469
	Iteration 92Q: 3 clusters Score -968351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -968353.750000 Penalty: 2713.355469
	Iteration 93Q: 3 clusters Score -968353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -968358.187500 Penalty: 2713.355469
	Iteration 94Q: 3 clusters Score -968358.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -968357.562500 Penalty: 2713.355469
	Iteration 95Q: 3 clusters Score -968357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -968359.812500 Penalty: 2713.355469
	Iteration 96Q: 3 clusters Score -968359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -968361.187500 Penalty: 2713.355469
	Iteration 97Q: 3 clusters Score -968361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -968360.437500 Penalty: 2713.355469
	Iteration 98Q: 3 clusters Score -968360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -968360.500000 Penalty: 2713.355469
	Iteration 99Q: 3 clusters Score -968360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -968360.437500 Penalty: 2713.355469
	Iteration 100F: 3 clusters Score -968360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -968362.062500 Penalty: 2713.355469
	Iteration 101Q: 3 clusters Score -968362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -968362.875000 Penalty: 2713.355469
	Iteration 102Q: 3 clusters Score -968362.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -968362.875000 Penalty: 2713.355469
	Iteration 103F: 3 clusters Score -968362.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Entering Unmasked Estep 
Score: -1011075.187500 Penalty: 1360.927124
	Iteration 0F: 2 clusters Score -1011075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1004761.875000 Penalty: 2721.854248
	Iteration 0F: 3 clusters Score -1004762 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1006860.187500 Penalty: 2721.854248
	Iteration 1F: 3 clusters Score -1006860 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1007115.062500 Penalty: 2721.854248
	Iteration 2F: 3 clusters Score -1007115 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1007297.062500 Penalty: 2721.854248
	Iteration 3Q: 3 clusters Score -1007297 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1007429.875000 Penalty: 2721.854248
	Iteration 4Q: 3 clusters Score -1007430 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1007547.437500 Penalty: 2721.854248
	Iteration 5Q: 3 clusters Score -1007547 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1007651.812500 Penalty: 2721.854248
	Iteration 6Q: 3 clusters Score -1007652 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1007761.437500 Penalty: 2721.854248
	Iteration 7Q: 3 clusters Score -1007761 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1007839.812500 Penalty: 2721.854248
	Iteration 8Q: 3 clusters Score -1007840 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1007911.750000 Penalty: 2721.854248
	Iteration 9Q: 3 clusters Score -1007912 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1007990.937500 Penalty: 2721.854248
	Iteration 10Q: 3 clusters Score -1007991 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1008076.687500 Penalty: 2721.854248
	Iteration 11Q: 3 clusters Score -1008077 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1008171.812500 Penalty: 2721.854248
	Iteration 12Q: 3 clusters Score -1008172 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1008284.625000 Penalty: 2721.854248
	Iteration 13Q: 3 clusters Score -1008285 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1008402.000000 Penalty: 2721.854248
	Iteration 14Q: 3 clusters Score -1008402 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1008530.375000 Penalty: 2721.854248
	Iteration 15Q: 3 clusters Score -1008530 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1008668.437500 Penalty: 2721.854248
	Iteration 16Q: 3 clusters Score -1008668 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1008801.250000 Penalty: 2721.854248
	Iteration 17Q: 3 clusters Score -1008801 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1008936.875000 Penalty: 2721.854248
	Iteration 18Q: 3 clusters Score -1008937 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1009088.500000 Penalty: 2721.854248
	Iteration 19Q: 3 clusters Score -1009088 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1009234.375000 Penalty: 2721.854248
	Iteration 20F: 3 clusters Score -1009234 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1009356.562500 Penalty: 2721.854248
	Iteration 21Q: 3 clusters Score -1009357 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1009462.625000 Penalty: 2721.854248
	Iteration 22Q: 3 clusters Score -1009463 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1009556.187500 Penalty: 2721.854248
	Iteration 23Q: 3 clusters Score -1009556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1009627.437500 Penalty: 2721.854248
	Iteration 24Q: 3 clusters Score -1009627 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1009690.500000 Penalty: 2721.854248
	Iteration 25Q: 3 clusters Score -1009690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1009748.937500 Penalty: 2721.854248
	Iteration 26Q: 3 clusters Score -1009749 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1009804.125000 Penalty: 2721.854248
	Iteration 27Q: 3 clusters Score -1009804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1009843.687500 Penalty: 2721.854248
	Iteration 28Q: 3 clusters Score -1009844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1009873.625000 Penalty: 2721.854248
	Iteration 29Q: 3 clusters Score -1009874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1009895.812500 Penalty: 2721.854248
	Iteration 30Q: 3 clusters Score -1009896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1009920.312500 Penalty: 2721.854248
	Iteration 31Q: 3 clusters Score -1009920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1009934.375000 Penalty: 2721.854248
	Iteration 32Q: 3 clusters Score -1009934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1009947.250000 Penalty: 2721.854248
	Iteration 33Q: 3 clusters Score -1009947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1009955.187500 Penalty: 2721.854248
	Iteration 34Q: 3 clusters Score -1009955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1009973.125000 Penalty: 2721.854248
	Iteration 35Q: 3 clusters Score -1009973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1009991.937500 Penalty: 2721.854248
	Iteration 36Q: 3 clusters Score -1009992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1010002.500000 Penalty: 2721.854248
	Iteration 37Q: 3 clusters Score -1010002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1010015.812500 Penalty: 2721.854248
	Iteration 38Q: 3 clusters Score -1010016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1010022.375000 Penalty: 2721.854248
	Iteration 39Q: 3 clusters Score -1010022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1010029.437500 Penalty: 2721.854248
	Iteration 40F: 3 clusters Score -1010029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1010037.937500 Penalty: 2721.854248
	Iteration 41Q: 3 clusters Score -1010038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1010046.125000 Penalty: 2721.854248
	Iteration 42Q: 3 clusters Score -1010046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1010049.250000 Penalty: 2721.854248
	Iteration 43Q: 3 clusters Score -1010049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1010051.062500 Penalty: 2721.854248
	Iteration 44Q: 3 clusters Score -1010051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1010050.375000 Penalty: 2721.854248
	Iteration 45Q: 3 clusters Score -1010050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1010050.375000 Penalty: 2721.854248
	Iteration 46F: 3 clusters Score -1010050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -341379.125000 Penalty: 1198.323853
	Iteration 0F: 2 clusters Score -341379.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -338837.781250 Penalty: 2396.647705
	Iteration 0F: 3 clusters Score -338837.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -339466.250000 Penalty: 2396.647705
	Iteration 1F: 3 clusters Score -339466.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -339620.781250 Penalty: 2396.647705
	Iteration 2F: 3 clusters Score -339620.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -339720.312500 Penalty: 2396.647705
	Iteration 3Q: 3 clusters Score -339720.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -339785.062500 Penalty: 2396.647705
	Iteration 4Q: 3 clusters Score -339785.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -339829.906250 Penalty: 2396.647705
	Iteration 5Q: 3 clusters Score -339829.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -339859.437500 Penalty: 2396.647705
	Iteration 6Q: 3 clusters Score -339859.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -339881.562500 Penalty: 2396.647705
	Iteration 7Q: 3 clusters Score -339881.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -339900.937500 Penalty: 2396.647705
	Iteration 8Q: 3 clusters Score -339900.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -339915.718750 Penalty: 2396.647705
	Iteration 9Q: 3 clusters Score -339915.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -339929.625000 Penalty: 2396.647705
	Iteration 10Q: 3 clusters Score -339929.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -339936.406250 Penalty: 2396.647705
	Iteration 11Q: 3 clusters Score -339936.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -339940.875000 Penalty: 2396.647705
	Iteration 12Q: 3 clusters Score -339940.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -339945.750000 Penalty: 2396.647705
	Iteration 13Q: 3 clusters Score -339945.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -339950.937500 Penalty: 2396.647705
	Iteration 14Q: 3 clusters Score -339950.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -339957.843750 Penalty: 2396.647705
	Iteration 15Q: 3 clusters Score -339957.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -339965.781250 Penalty: 2396.647705
	Iteration 16Q: 3 clusters Score -339965.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -339970.281250 Penalty: 2396.647705
	Iteration 17Q: 3 clusters Score -339970.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -339975.468750 Penalty: 2396.647705
	Iteration 18Q: 3 clusters Score -339975.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -339977.406250 Penalty: 2396.647705
	Iteration 19Q: 3 clusters Score -339977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -339978.937500 Penalty: 2396.647705
	Iteration 20F: 3 clusters Score -339978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -339980.968750 Penalty: 2396.647705
	Iteration 21Q: 3 clusters Score -339981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -339983.031250 Penalty: 2396.647705
	Iteration 22Q: 3 clusters Score -339983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -339985.500000 Penalty: 2396.647705
	Iteration 23Q: 3 clusters Score -339985.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -339988.406250 Penalty: 2396.647705
	Iteration 24Q: 3 clusters Score -339988.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -339993.062500 Penalty: 2396.647705
	Iteration 25Q: 3 clusters Score -339993.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -339999.500000 Penalty: 2396.647705
	Iteration 26Q: 3 clusters Score -339999.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -340006.937500 Penalty: 2396.647705
	Iteration 27Q: 3 clusters Score -340006.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -340016.656250 Penalty: 2396.647705
	Iteration 28Q: 3 clusters Score -340016.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -340023.062500 Penalty: 2396.647705
	Iteration 29Q: 3 clusters Score -340023.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -340030.531250 Penalty: 2396.647705
	Iteration 30Q: 3 clusters Score -340030.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -340038.593750 Penalty: 2396.647705
	Iteration 31Q: 3 clusters Score -340038.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -340047.093750 Penalty: 2396.647705
	Iteration 32Q: 3 clusters Score -340047.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -340056.468750 Penalty: 2396.647705
	Iteration 33Q: 3 clusters Score -340056.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -340070.406250 Penalty: 2396.647705
	Iteration 34Q: 3 clusters Score -340070.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -340084.218750 Penalty: 2396.647705
	Iteration 35Q: 3 clusters Score -340084.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -340097.218750 Penalty: 2396.647705
	Iteration 36Q: 3 clusters Score -340097.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -340112.125000 Penalty: 2396.647705
	Iteration 37Q: 3 clusters Score -340112.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -340128.812500 Penalty: 2396.647705
	Iteration 38Q: 3 clusters Score -340128.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -340142.781250 Penalty: 2396.647705
	Iteration 39Q: 3 clusters Score -340142.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -340160.500000 Penalty: 2396.647705
	Iteration 40F: 3 clusters Score -340160.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -340182.656250 Penalty: 2396.647705
	Iteration 41Q: 3 clusters Score -340182.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -340204.812500 Penalty: 2396.647705
	Iteration 42Q: 3 clusters Score -340204.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -340235.062500 Penalty: 2396.647705
	Iteration 43Q: 3 clusters Score -340235.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -340259.968750 Penalty: 2396.647705
	Iteration 44Q: 3 clusters Score -340260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -340279.281250 Penalty: 2396.647705
	Iteration 45Q: 3 clusters Score -340279.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -340304.156250 Penalty: 2396.647705
	Iteration 46Q: 3 clusters Score -340304.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -340319.031250 Penalty: 2396.647705
	Iteration 47Q: 3 clusters Score -340319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -340329.656250 Penalty: 2396.647705
	Iteration 48Q: 3 clusters Score -340329.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -340340.062500 Penalty: 2396.647705
	Iteration 49Q: 3 clusters Score -340340.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -340357.187500 Penalty: 2396.647705
	Iteration 50Q: 3 clusters Score -340357.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -340370.531250 Penalty: 2396.647705
	Iteration 51Q: 3 clusters Score -340370.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -340382.406250 Penalty: 2396.647705
	Iteration 52Q: 3 clusters Score -340382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -340392.125000 Penalty: 2396.647705
	Iteration 53Q: 3 clusters Score -340392.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -340402.875000 Penalty: 2396.647705
	Iteration 54Q: 3 clusters Score -340402.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -340416.750000 Penalty: 2396.647705
	Iteration 55Q: 3 clusters Score -340416.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -340429.843750 Penalty: 2396.647705
	Iteration 56Q: 3 clusters Score -340429.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -340441.531250 Penalty: 2396.647705
	Iteration 57Q: 3 clusters Score -340441.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -340448.718750 Penalty: 2396.647705
	Iteration 58Q: 3 clusters Score -340448.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -340455.093750 Penalty: 2396.647705
	Iteration 59Q: 3 clusters Score -340455.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -340460.437500 Penalty: 2396.647705
	Iteration 60F: 3 clusters Score -340460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -340463.843750 Penalty: 2396.647705
	Iteration 61Q: 3 clusters Score -340463.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -340467.937500 Penalty: 2396.647705
	Iteration 62Q: 3 clusters Score -340467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -340470.281250 Penalty: 2396.647705
	Iteration 63Q: 3 clusters Score -340470.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -340470.906250 Penalty: 2396.647705
	Iteration 64Q: 3 clusters Score -340470.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -340472.062500 Penalty: 2396.647705
	Iteration 65Q: 3 clusters Score -340472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -340472.375000 Penalty: 2396.647705
	Iteration 66Q: 3 clusters Score -340472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -340474.156250 Penalty: 2396.647705
	Iteration 67Q: 3 clusters Score -340474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -340474.812500 Penalty: 2396.647705
	Iteration 68Q: 3 clusters Score -340474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -340474.812500 Penalty: 2396.647705
	Iteration 69F: 3 clusters Score -340474.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Entering Unmasked Estep 
Score: -1973546.000000 Penalty: 1455.661987
	Iteration 0F: 2 clusters Score -1973546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1961899.250000 Penalty: 2911.323975
	Iteration 0F: 3 clusters Score -1961899 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1966054.375000 Penalty: 2911.323975
	Iteration 1F: 3 clusters Score -1966054 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1966517.500000 Penalty: 2911.323975
	Iteration 2F: 3 clusters Score -1966518 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1966922.000000 Penalty: 2911.323975
	Iteration 3F: 3 clusters Score -1966922 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1967264.625000 Penalty: 2911.323975
	Iteration 4Q: 3 clusters Score -1967265 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1967617.500000 Penalty: 2911.323975
	Iteration 5Q: 3 clusters Score -1967618 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1967991.625000 Penalty: 2911.323975
	Iteration 6Q: 3 clusters Score -1967992 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1968450.375000 Penalty: 2911.323975
	Iteration 7Q: 3 clusters Score -1968450 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1969026.750000 Penalty: 2911.323975
	Iteration 8F: 3 clusters Score -1969027 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1969718.500000 Penalty: 2911.323975
	Iteration 9F: 3 clusters Score -1969718 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1970421.125000 Penalty: 2911.323975
	Iteration 10F: 3 clusters Score -1970421 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1971039.375000 Penalty: 2911.323975
	Iteration 11Q: 3 clusters Score -1971039 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1971539.125000 Penalty: 2911.323975
	Iteration 12Q: 3 clusters Score -1971539 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1971882.125000 Penalty: 2911.323975
	Iteration 13Q: 3 clusters Score -1971882 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1972109.000000 Penalty: 2911.323975
	Iteration 14Q: 3 clusters Score -1972109 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1972256.375000 Penalty: 2911.323975
	Iteration 15Q: 3 clusters Score -1972256 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1972355.125000 Penalty: 2911.323975
	Iteration 16Q: 3 clusters Score -1972355 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1972426.875000 Penalty: 2911.323975
	Iteration 17Q: 3 clusters Score -1972427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1972469.250000 Penalty: 2911.323975
	Iteration 18Q: 3 clusters Score -1972469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1972490.250000 Penalty: 2911.323975
	Iteration 19Q: 3 clusters Score -1972490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1972505.000000 Penalty: 2911.323975
	Iteration 20F: 3 clusters Score -1972505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1972518.125000 Penalty: 2911.323975
	Iteration 21Q: 3 clusters Score -1972518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1972525.125000 Penalty: 2911.323975
	Iteration 22Q: 3 clusters Score -1972525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1972527.625000 Penalty: 2911.323975
	Iteration 23Q: 3 clusters Score -1972528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1972528.000000 Penalty: 2911.323975
	Iteration 24Q: 3 clusters Score -1972528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1972527.500000 Penalty: 2911.323975
	Iteration 25Q: 3 clusters Score -1972528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1972529.250000 Penalty: 2911.323975
	Iteration 26Q: 3 clusters Score -1972529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1972530.625000 Penalty: 2911.323975
	Iteration 27Q: 3 clusters Score -1972531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1972532.875000 Penalty: 2911.323975
	Iteration 28Q: 3 clusters Score -1972533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1972532.750000 Penalty: 2911.323975
	Iteration 29Q: 3 clusters Score -1972533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1972532.000000 Penalty: 2911.323975
	Iteration 30Q: 3 clusters Score -1972532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1972535.500000 Penalty: 2911.323975
	Iteration 31Q: 3 clusters Score -1972536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1972536.625000 Penalty: 2911.323975
	Iteration 32Q: 3 clusters Score -1972537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1972536.625000 Penalty: 2911.323975
	Iteration 33F: 3 clusters Score -1972537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Entering Unmasked Estep 
Score: -3114887.250000 Penalty: 1523.461426
	Iteration 0F: 2 clusters Score -3114887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3096672.500000 Penalty: 3046.922852
	Iteration 0F: 3 clusters Score -3096672 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3103412.250000 Penalty: 3046.922852
	Iteration 1F: 3 clusters Score -3103412 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3103875.000000 Penalty: 3046.922852
	Iteration 2Q: 3 clusters Score -3103875 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3104257.500000 Penalty: 3046.922852
	Iteration 3Q: 3 clusters Score -3104258 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3104648.750000 Penalty: 3046.922852
	Iteration 4Q: 3 clusters Score -3104649 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3105036.000000 Penalty: 3046.922852
	Iteration 5Q: 3 clusters Score -3105036 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3105398.250000 Penalty: 3046.922852
	Iteration 6Q: 3 clusters Score -3105398 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3105823.750000 Penalty: 3046.922852
	Iteration 7Q: 3 clusters Score -3105824 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3106349.500000 Penalty: 3046.922852
	Iteration 8Q: 3 clusters Score -3106350 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3107101.750000 Penalty: 3046.922852
	Iteration 9Q: 3 clusters Score -3107102 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3108114.250000 Penalty: 3046.922852
	Iteration 10F: 3 clusters Score -3108114 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3109505.750000 Penalty: 3046.922852
	Iteration 11F: 3 clusters Score -3109506 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3110869.000000 Penalty: 3046.922852
	Iteration 12F: 3 clusters Score -3110869 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3111865.250000 Penalty: 3046.922852
	Iteration 13Q: 3 clusters Score -3111865 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3112586.750000 Penalty: 3046.922852
	Iteration 14Q: 3 clusters Score -3112587 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3113043.750000 Penalty: 3046.922852
	Iteration 15Q: 3 clusters Score -3113044 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3113279.750000 Penalty: 3046.922852
	Iteration 16Q: 3 clusters Score -3113280 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3113411.000000 Penalty: 3046.922852
	Iteration 17Q: 3 clusters Score -3113411 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3113511.250000 Penalty: 3046.922852
	Iteration 18Q: 3 clusters Score -3113511 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3113569.000000 Penalty: 3046.922852
	Iteration 19Q: 3 clusters Score -3113569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3113610.750000 Penalty: 3046.922852
	Iteration 20F: 3 clusters Score -3113611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3113634.000000 Penalty: 3046.922852
	Iteration 21Q: 3 clusters Score -3113634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3113651.000000 Penalty: 3046.922852
	Iteration 22Q: 3 clusters Score -3113651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3113666.000000 Penalty: 3046.922852
	Iteration 23Q: 3 clusters Score -3113666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3113681.000000 Penalty: 3046.922852
	Iteration 24Q: 3 clusters Score -3113681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3113691.250000 Penalty: 3046.922852
	Iteration 25Q: 3 clusters Score -3113691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3113693.750000 Penalty: 3046.922852
	Iteration 26Q: 3 clusters Score -3113694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3113702.250000 Penalty: 3046.922852
	Iteration 27Q: 3 clusters Score -3113702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3113705.250000 Penalty: 3046.922852
	Iteration 28Q: 3 clusters Score -3113705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3113704.750000 Penalty: 3046.922852
	Iteration 29Q: 3 clusters Score -3113705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3113708.250000 Penalty: 3046.922852
	Iteration 30Q: 3 clusters Score -3113708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3113708.250000 Penalty: 3046.922852
	Iteration 31Q: 3 clusters Score -3113708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3113710.000000 Penalty: 3046.922852
	Iteration 32Q: 3 clusters Score -3113710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3113716.250000 Penalty: 3046.922852
	Iteration 33Q: 3 clusters Score -3113716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3113713.250000 Penalty: 3046.922852
	Iteration 34Q: 3 clusters Score -3113713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3113715.500000 Penalty: 3046.922852
	Iteration 35Q: 3 clusters Score -3113716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3113715.500000 Penalty: 3046.922852
	Iteration 36F: 3 clusters Score -3113716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (87730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Entering Unmasked Estep 
Score: -9693170.000000 Penalty: 1693.644409
	Iteration 0F: 2 clusters Score -9693170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -9635543.000000 Penalty: 3387.288818
	Iteration 0F: 3 clusters Score -9635543 nChanged 41368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -9659494.000000 Penalty: 3387.288818
	Iteration 1F: 3 clusters Score -9659494 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -9660845.000000 Penalty: 3387.288818
	Iteration 2Q: 3 clusters Score -9660845 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -9662936.000000 Penalty: 3387.288818
	Iteration 3F: 3 clusters Score -9662936 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -9665699.000000 Penalty: 3387.288818
	Iteration 4F: 3 clusters Score -9665699 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -9668918.000000 Penalty: 3387.288818
	Iteration 5F: 3 clusters Score -9668918 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -9672755.000000 Penalty: 3387.288818
	Iteration 6F: 3 clusters Score -9672755 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -9676866.000000 Penalty: 3387.288818
	Iteration 7F: 3 clusters Score -9676866 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -9680969.000000 Penalty: 3387.288818
	Iteration 8F: 3 clusters Score -9680969 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -9684907.000000 Penalty: 3387.288818
	Iteration 9F: 3 clusters Score -9684907 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 83502 members 
Entering Unmasked Estep 
Score: -9688099.000000 Penalty: 3387.288818
	Iteration 10Q: 3 clusters Score -9688099 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -9690098.000000 Penalty: 3387.288818
	Iteration 11Q: 3 clusters Score -9690098 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -9691076.000000 Penalty: 3387.288818
	Iteration 12Q: 3 clusters Score -9691076 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -9691455.000000 Penalty: 3387.288818
	Iteration 13Q: 3 clusters Score -9691455 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -9691637.000000 Penalty: 3387.288818
	Iteration 14Q: 3 clusters Score -9691637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -9691736.000000 Penalty: 3387.288818
	Iteration 15Q: 3 clusters Score -9691736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -9691786.000000 Penalty: 3387.288818
	Iteration 16Q: 3 clusters Score -9691786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -9691818.000000 Penalty: 3387.288818
	Iteration 17Q: 3 clusters Score -9691818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -9691894.000000 Penalty: 3387.288818
	Iteration 18Q: 3 clusters Score -9691894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 87411 members 
Entering Unmasked Estep 
Score: -9692060.000000 Penalty: 3387.288818
	Iteration 19Q: 3 clusters Score -9692060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 87390 members 
Entering Unmasked Estep 
Score: -9692179.000000 Penalty: 3387.288818
	Iteration 20F: 3 clusters Score -9692179 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -9692253.000000 Penalty: 3387.288818
	Iteration 21Q: 3 clusters Score -9692253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -9692298.000000 Penalty: 3387.288818
	Iteration 22Q: 3 clusters Score -9692298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -9692334.000000 Penalty: 3387.288818
	Iteration 23Q: 3 clusters Score -9692334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -9692361.000000 Penalty: 3387.288818
	Iteration 24Q: 3 clusters Score -9692361 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -9692376.000000 Penalty: 3387.288818
	Iteration 25Q: 3 clusters Score -9692376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -9692397.000000 Penalty: 3387.288818
	Iteration 26Q: 3 clusters Score -9692397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 87108 members 
Entering Unmasked Estep 
Score: -9692406.000000 Penalty: 3387.288818
	Iteration 27Q: 3 clusters Score -9692406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -9692419.000000 Penalty: 3387.288818
	Iteration 28Q: 3 clusters Score -9692419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -9692443.000000 Penalty: 3387.288818
	Iteration 29Q: 3 clusters Score -9692443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -9692453.000000 Penalty: 3387.288818
	Iteration 30Q: 3 clusters Score -9692453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 86984 members 
Entering Unmasked Estep 
Score: -9692476.000000 Penalty: 3387.288818
	Iteration 31Q: 3 clusters Score -9692476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -9692474.000000 Penalty: 3387.288818
	Iteration 32Q: 3 clusters Score -9692474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 86892 members 
Entering Unmasked Estep 
Score: -9692508.000000 Penalty: 3387.288818
	Iteration 33Q: 3 clusters Score -9692508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -9692539.000000 Penalty: 3387.288818
	Iteration 34Q: 3 clusters Score -9692539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -9692545.000000 Penalty: 3387.288818
	Iteration 35Q: 3 clusters Score -9692545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -9692578.000000 Penalty: 3387.288818
	Iteration 36Q: 3 clusters Score -9692578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -9692583.000000 Penalty: 3387.288818
	Iteration 37Q: 3 clusters Score -9692583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -9692606.000000 Penalty: 3387.288818
	Iteration 38Q: 3 clusters Score -9692606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -9692615.000000 Penalty: 3387.288818
	Iteration 39Q: 3 clusters Score -9692615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -9692629.000000 Penalty: 3387.288818
	Iteration 40F: 3 clusters Score -9692629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -9692647.000000 Penalty: 3387.288818
	Iteration 41Q: 3 clusters Score -9692647 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -9692666.000000 Penalty: 3387.288818
	Iteration 42Q: 3 clusters Score -9692666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -9692689.000000 Penalty: 3387.288818
	Iteration 43Q: 3 clusters Score -9692689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -9692711.000000 Penalty: 3387.288818
	Iteration 44Q: 3 clusters Score -9692711 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 86419 members 
Entering Unmasked Estep 
Score: -9692731.000000 Penalty: 3387.288818
	Iteration 45Q: 3 clusters Score -9692731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -9692737.000000 Penalty: 3387.288818
	Iteration 46Q: 3 clusters Score -9692737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
Score: -9692781.000000 Penalty: 3387.288818
	Iteration 47Q: 3 clusters Score -9692781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -9692808.000000 Penalty: 3387.288818
	Iteration 48Q: 3 clusters Score -9692808 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -9692852.000000 Penalty: 3387.288818
	Iteration 49Q: 3 clusters Score -9692852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -9692877.000000 Penalty: 3387.288818
	Iteration 50Q: 3 clusters Score -9692877 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -9692916.000000 Penalty: 3387.288818
	Iteration 51Q: 3 clusters Score -9692916 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -9692947.000000 Penalty: 3387.288818
	Iteration 52Q: 3 clusters Score -9692947 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -9693009.000000 Penalty: 3387.288818
	Iteration 53Q: 3 clusters Score -9693009 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -9693085.000000 Penalty: 3387.288818
	Iteration 54Q: 3 clusters Score -9693085 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 85268 members 
Entering Unmasked Estep 
Score: -9693212.000000 Penalty: 3387.288818
	Iteration 55Q: 3 clusters Score -9693212 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -9693360.000000 Penalty: 3387.288818
	Iteration 56Q: 3 clusters Score -9693360 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -9693543.000000 Penalty: 3387.288818
	Iteration 57Q: 3 clusters Score -9693543 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -9693839.000000 Penalty: 3387.288818
	Iteration 58Q: 3 clusters Score -9693839 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 83265 members 
Entering Unmasked Estep 
Score: -9694343.000000 Penalty: 3387.288818
	Iteration 59Q: 3 clusters Score -9694343 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -9695063.000000 Penalty: 3387.288818
	Iteration 60F: 3 clusters Score -9695063 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -9696221.000000 Penalty: 3387.288818
	Iteration 61Q: 3 clusters Score -9696221 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -9697939.000000 Penalty: 3387.288818
	Iteration 62Q: 3 clusters Score -9697939 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -9700423.000000 Penalty: 3387.288818
	Iteration 63Q: 3 clusters Score -9700423 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -9704332.000000 Penalty: 3387.288818
	Iteration 64Q: 3 clusters Score -9704332 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -9710326.000000 Penalty: 3387.288818
	Iteration 65F: 3 clusters Score -9710326 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -9718888.000000 Penalty: 3387.288818
	Iteration 66F: 3 clusters Score -9718888 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -9730347.000000 Penalty: 3387.288818
	Iteration 67F: 3 clusters Score -9730347 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -9744804.000000 Penalty: 3387.288818
	Iteration 68F: 3 clusters Score -9744804 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -9763242.000000 Penalty: 3387.288818
	Iteration 69F: 3 clusters Score -9763242 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -9776872.000000 Penalty: 3387.288818
	Iteration 70Q: 3 clusters Score -9776872 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -9778903.000000 Penalty: 3387.288818
	Iteration 71Q: 3 clusters Score -9778903 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -9779494.000000 Penalty: 3387.288818
	Iteration 72Q: 3 clusters Score -9779494 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -9779692.000000 Penalty: 3387.288818
	Iteration 73Q: 3 clusters Score -9779692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -9779761.000000 Penalty: 3387.288818
	Iteration 74Q: 3 clusters Score -9779761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -9779817.000000 Penalty: 3387.288818
	Iteration 75Q: 3 clusters Score -9779817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -9779847.000000 Penalty: 3387.288818
	Iteration 76Q: 3 clusters Score -9779847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -9779832.000000 Penalty: 3387.288818
	Iteration 77Q: 3 clusters Score -9779832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -9779836.000000 Penalty: 3387.288818
	Iteration 78Q: 3 clusters Score -9779836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -9779838.000000 Penalty: 3387.288818
	Iteration 79Q: 3 clusters Score -9779838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -9779902.000000 Penalty: 3387.288818
	Iteration 80F: 3 clusters Score -9779902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -9779953.000000 Penalty: 3387.288818
	Iteration 81Q: 3 clusters Score -9779953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -9779974.000000 Penalty: 3387.288818
	Iteration 82Q: 3 clusters Score -9779974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -9779983.000000 Penalty: 3387.288818
	Iteration 83Q: 3 clusters Score -9779983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -9779951.000000 Penalty: 3387.288818
	Iteration 84Q: 3 clusters Score -9779951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -9779972.000000 Penalty: 3387.288818
	Iteration 85Q: 3 clusters Score -9779972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -9779980.000000 Penalty: 3387.288818
	Iteration 86Q: 3 clusters Score -9779980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -9779995.000000 Penalty: 3387.288818
	Iteration 87Q: 3 clusters Score -9779995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -9779995.000000 Penalty: 3387.288818
	Iteration 88F: 3 clusters Score -9779995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52229 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 39807 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31035 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9983 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17724 members 
Mstep: Class 30 contains 27954 members 
Mstep: Class 31 contains 48563 members 
Mstep: Class 32 contains 39167 members 
Entering Unmasked Estep 
Score: -79011272.000000 Penalty: 64317.570312
Splitting cluster 31 changes total score from -78924104.000000 to -79011272.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 15348 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24570 members 
Mstep: Class 6 contains 35202 members 
Mstep: Class 7 contains 40689 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15235 members 
Mstep: Class 10 contains 18061 members 
Mstep: Class 11 contains 52229 members 
Mstep: Class 12 contains 20569 members 
Mstep: Class 13 contains 39807 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 35043 members 
Mstep: Class 19 contains 31035 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9983 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17724 members 
Mstep: Class 30 contains 27954 members 
Mstep: Class 31 contains 48563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79022304.000000 Penalty: 64317.570312
Iteration 239Q: 33 clusters Score -7.90223e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 15374 members 
Mstep: Class 3 contains 19100 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 24605 members 
Mstep: Class 6 contains 35237 members 
Mstep: Class 7 contains 41280 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15318 members 
Mstep: Class 10 contains 18079 members 
Mstep: Class 11 contains 52232 members 
Mstep: Class 12 contains 20090 members 
Mstep: Class 13 contains 39827 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 35034 members 
Mstep: Class 19 contains 31082 members 
Mstep: Class 20 contains 27884 members 
Mstep: Class 21 contains 23366 members 
Mstep: Class 22 contains 22220 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9983 members 
Mstep: Class 25 contains 26613 members 
Mstep: Class 26 contains 9114 members 
Mstep: Class 27 contains 9375 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17732 members 
Mstep: Class 30 contains 27969 members 
Mstep: Class 31 contains 49170 members 
Mstep: Class 32 contains 38402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1730.233765 but Gain 2009.917969
Score: -79026728.000000 Penalty: 62307.648438
Iteration 240F: 32 clusters Score -7.902673e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93780 members 
Mstep: Class 2 contains 15371 members 
Mstep: Class 3 contains 19084 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 24597 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 41367 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 18071 members 
Mstep: Class 11 contains 52231 members 
Mstep: Class 12 contains 19562 members 
Mstep: Class 13 contains 39812 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 35026 members 
Mstep: Class 19 contains 31075 members 
Mstep: Class 20 contains 27858 members 
Mstep: Class 21 contains 23369 members 
Mstep: Class 22 contains 22197 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9983 members 
Mstep: Class 25 contains 26602 members 
Mstep: Class 26 contains 9117 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17736 members 
Mstep: Class 30 contains 27945 members 
Mstep: Class 31 contains 49867 members 
Mstep: Class 32 contains 39957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028640.000000 Penalty: 62307.648438
Iteration 241Q: 32 clusters Score -7.902864e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 15379 members 
Mstep: Class 3 contains 19080 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 24601 members 
Mstep: Class 6 contains 35215 members 
Mstep: Class 7 contains 41386 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15302 members 
Mstep: Class 10 contains 18073 members 
Mstep: Class 11 contains 52234 members 
Mstep: Class 12 contains 19388 members 
Mstep: Class 13 contains 39818 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 35028 members 
Mstep: Class 19 contains 31082 members 
Mstep: Class 20 contains 27862 members 
Mstep: Class 21 contains 23371 members 
Mstep: Class 22 contains 22199 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9984 members 
Mstep: Class 25 contains 26611 members 
Mstep: Class 26 contains 9117 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 17738 members 
Mstep: Class 30 contains 27945 members 
Mstep: Class 31 contains 49886 members 
Mstep: Class 32 contains 40058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028720.000000 Penalty: 62307.648438
Iteration 242Q: 32 clusters Score -7.902872e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 15383 members 
Mstep: Class 3 contains 19078 members 
Mstep: Class 4 contains 5658 members 
Mstep: Class 5 contains 24606 members 
Mstep: Class 6 contains 35217 members 
Mstep: Class 7 contains 41397 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 18075 members 
Mstep: Class 11 contains 52233 members 
Mstep: Class 12 contains 19310 members 
Mstep: Class 13 contains 39820 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 35028 members 
Mstep: Class 19 contains 31084 members 
Mstep: Class 20 contains 27864 members 
Mstep: Class 21 contains 23370 members 
Mstep: Class 22 contains 22199 members 
Mstep: Class 23 contains 14425 members 
Mstep: Class 24 contains 9983 members 
Mstep: Class 25 contains 26615 members 
Mstep: Class 26 contains 9116 members 
Mstep: Class 27 contains 9380 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 17741 members 
Mstep: Class 30 contains 27943 members 
Mstep: Class 31 contains 49898 members 
Mstep: Class 32 contains 40091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028544.000000 Penalty: 62307.648438
Iteration 243Q: 32 clusters Score -7.902854e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 15385 members 
Mstep: Class 3 contains 19078 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24606 members 
Mstep: Class 6 contains 35218 members 
Mstep: Class 7 contains 41403 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 18077 members 
Mstep: Class 11 contains 52234 members 
Mstep: Class 12 contains 19268 members 
Mstep: Class 13 contains 39825 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31082 members 
Mstep: Class 20 contains 27866 members 
Mstep: Class 21 contains 23373 members 
Mstep: Class 22 contains 22200 members 
Mstep: Class 23 contains 14425 members 
Mstep: Class 24 contains 9986 members 
Mstep: Class 25 contains 26617 members 
Mstep: Class 26 contains 9114 members 
Mstep: Class 27 contains 9380 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 17741 members 
Mstep: Class 30 contains 27944 members 
Mstep: Class 31 contains 49904 members 
Mstep: Class 32 contains 40104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028640.000000 Penalty: 62307.648438
Iteration 244Q: 32 clusters Score -7.902864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 19080 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35218 members 
Mstep: Class 7 contains 41405 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52233 members 
Mstep: Class 12 contains 19258 members 
Mstep: Class 13 contains 39826 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31080 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23373 members 
Mstep: Class 22 contains 22200 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9986 members 
Mstep: Class 25 contains 26617 members 
Mstep: Class 26 contains 9116 members 
Mstep: Class 27 contains 9384 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49906 members 
Mstep: Class 32 contains 40106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028696.000000 Penalty: 62307.648438
Iteration 245Q: 32 clusters Score -7.90287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 19080 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35218 members 
Mstep: Class 7 contains 41410 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52231 members 
Mstep: Class 12 contains 19249 members 
Mstep: Class 13 contains 39825 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31079 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23373 members 
Mstep: Class 22 contains 22200 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9987 members 
Mstep: Class 25 contains 26617 members 
Mstep: Class 26 contains 9120 members 
Mstep: Class 27 contains 9384 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49906 members 
Mstep: Class 32 contains 40108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028688.000000 Penalty: 62307.648438
Iteration 246Q: 32 clusters Score -7.902869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 19080 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35217 members 
Mstep: Class 7 contains 41413 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52230 members 
Mstep: Class 12 contains 19244 members 
Mstep: Class 13 contains 39827 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31077 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23373 members 
Mstep: Class 22 contains 22200 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9988 members 
Mstep: Class 25 contains 26616 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 9385 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49907 members 
Mstep: Class 32 contains 40109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028680.000000 Penalty: 62307.648438
Iteration 247Q: 32 clusters Score -7.902868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93766 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 19081 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35217 members 
Mstep: Class 7 contains 41414 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52230 members 
Mstep: Class 12 contains 19242 members 
Mstep: Class 13 contains 39827 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31077 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 22200 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9989 members 
Mstep: Class 25 contains 26616 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 9388 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49907 members 
Mstep: Class 32 contains 40109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028640.000000 Penalty: 62307.648438
Iteration 248Q: 32 clusters Score -7.902864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93764 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 19081 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 41416 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52230 members 
Mstep: Class 12 contains 19239 members 
Mstep: Class 13 contains 39827 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31077 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 22200 members 
Mstep: Class 23 contains 14426 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 26617 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 9389 members 
Mstep: Class 28 contains 3143 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49907 members 
Mstep: Class 32 contains 40109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028656.000000 Penalty: 62307.648438
Iteration 249Q: 32 clusters Score -7.902866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93761 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 19082 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 41415 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52230 members 
Mstep: Class 12 contains 19240 members 
Mstep: Class 13 contains 39827 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31077 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 22200 members 
Mstep: Class 23 contains 14425 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 26617 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 9391 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49907 members 
Mstep: Class 32 contains 40109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028624.000000 Penalty: 62307.648438
Iteration 250Q: 32 clusters Score -7.902862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93759 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 19082 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 41415 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15304 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52231 members 
Mstep: Class 12 contains 19240 members 
Mstep: Class 13 contains 39826 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31076 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 22201 members 
Mstep: Class 23 contains 14425 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 26617 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 9393 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49907 members 
Mstep: Class 32 contains 40109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028664.000000 Penalty: 62307.648438
Iteration 251Q: 32 clusters Score -7.902866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 19082 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 41415 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52232 members 
Mstep: Class 12 contains 19239 members 
Mstep: Class 13 contains 39826 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31076 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 22201 members 
Mstep: Class 23 contains 14425 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 26617 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 9393 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49907 members 
Mstep: Class 32 contains 40109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028640.000000 Penalty: 62307.648438
Iteration 252Q: 32 clusters Score -7.902864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 15386 members 
Mstep: Class 3 contains 19082 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 41415 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52232 members 
Mstep: Class 12 contains 19238 members 
Mstep: Class 13 contains 39826 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31076 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 22201 members 
Mstep: Class 23 contains 14425 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 26618 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 9393 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49907 members 
Mstep: Class 32 contains 40109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028640.000000 Penalty: 62307.648438
Iteration 253Q: 32 clusters Score -7.902864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 19082 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 41415 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52232 members 
Mstep: Class 12 contains 19236 members 
Mstep: Class 13 contains 39826 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31076 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 22201 members 
Mstep: Class 23 contains 14425 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 26619 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 9393 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49907 members 
Mstep: Class 32 contains 40109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028648.000000 Penalty: 62307.648438
Iteration 254Q: 32 clusters Score -7.902865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 15387 members 
Mstep: Class 3 contains 19082 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 24607 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 41415 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 10 contains 18078 members 
Mstep: Class 11 contains 52232 members 
Mstep: Class 12 contains 19236 members 
Mstep: Class 13 contains 39826 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 35029 members 
Mstep: Class 19 contains 31076 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 22201 members 
Mstep: Class 23 contains 14425 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 26619 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 9393 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 17742 members 
Mstep: Class 30 contains 27942 members 
Mstep: Class 31 contains 49907 members 
Mstep: Class 32 contains 40109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79028648.000000 Penalty: 62307.648438
Iteration 255F: 32 clusters Score -7.902865e+07 nChanged 0
Entering ConstructFrom: 
Score: -79028648.000000 Penalty: 62307.648438
Entering ConstructFrom: 
Trying to split cluster 1 (93758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Entering Unmasked Estep 
Score: -10364965.000000 Penalty: 1703.532715
	Iteration 0F: 2 clusters Score -1.036496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -10303455.000000 Penalty: 3407.065430
	Iteration 0F: 3 clusters Score -1.030346e+07 nChanged 44235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -10329389.000000 Penalty: 3407.065430
	Iteration 1F: 3 clusters Score -1.032939e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -10330798.000000 Penalty: 3407.065430
	Iteration 2Q: 3 clusters Score -1.03308e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -10332462.000000 Penalty: 3407.065430
	Iteration 3Q: 3 clusters Score -1.033246e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -10334969.000000 Penalty: 3407.065430
	Iteration 4F: 3 clusters Score -1.033497e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -10338185.000000 Penalty: 3407.065430
	Iteration 5F: 3 clusters Score -1.033818e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -10341620.000000 Penalty: 3407.065430
	Iteration 6F: 3 clusters Score -1.034162e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -10345284.000000 Penalty: 3407.065430
	Iteration 7F: 3 clusters Score -1.034528e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -10348808.000000 Penalty: 3407.065430
	Iteration 8F: 3 clusters Score -1.034881e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -10352284.000000 Penalty: 3407.065430
	Iteration 9F: 3 clusters Score -1.035228e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -10355354.000000 Penalty: 3407.065430
	Iteration 10Q: 3 clusters Score -1.035535e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -10358090.000000 Penalty: 3407.065430
	Iteration 11Q: 3 clusters Score -1.035809e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -10360199.000000 Penalty: 3407.065430
	Iteration 12Q: 3 clusters Score -1.03602e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -10361636.000000 Penalty: 3407.065430
	Iteration 13Q: 3 clusters Score -1.036164e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -10362503.000000 Penalty: 3407.065430
	Iteration 14Q: 3 clusters Score -1.03625e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -10362976.000000 Penalty: 3407.065430
	Iteration 15Q: 3 clusters Score -1.036298e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -10363255.000000 Penalty: 3407.065430
	Iteration 16Q: 3 clusters Score -1.036326e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -10363362.000000 Penalty: 3407.065430
	Iteration 17Q: 3 clusters Score -1.036336e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -10363410.000000 Penalty: 3407.065430
	Iteration 18Q: 3 clusters Score -1.036341e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -10363455.000000 Penalty: 3407.065430
	Iteration 19Q: 3 clusters Score -1.036346e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -10363504.000000 Penalty: 3407.065430
	Iteration 20F: 3 clusters Score -1.03635e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -10363514.000000 Penalty: 3407.065430
	Iteration 21Q: 3 clusters Score -1.036351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -10363533.000000 Penalty: 3407.065430
	Iteration 22Q: 3 clusters Score -1.036353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -10363560.000000 Penalty: 3407.065430
	Iteration 23Q: 3 clusters Score -1.036356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -10363575.000000 Penalty: 3407.065430
	Iteration 24Q: 3 clusters Score -1.036358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 93402 members 
Entering Unmasked Estep 
Score: -10363571.000000 Penalty: 3407.065430
	Iteration 25Q: 3 clusters Score -1.036357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -10363589.000000 Penalty: 3407.065430
	Iteration 26Q: 3 clusters Score -1.036359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -10363598.000000 Penalty: 3407.065430
	Iteration 27Q: 3 clusters Score -1.03636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -10363608.000000 Penalty: 3407.065430
	Iteration 28Q: 3 clusters Score -1.036361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -10363602.000000 Penalty: 3407.065430
	Iteration 29Q: 3 clusters Score -1.03636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -10363619.000000 Penalty: 3407.065430
	Iteration 30Q: 3 clusters Score -1.036362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -10363627.000000 Penalty: 3407.065430
	Iteration 31Q: 3 clusters Score -1.036363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -10363620.000000 Penalty: 3407.065430
	Iteration 32Q: 3 clusters Score -1.036362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 93415 members 
Entering Unmasked Estep 
Score: -10363625.000000 Penalty: 3407.065430
	Iteration 33Q: 3 clusters Score -1.036362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -10363626.000000 Penalty: 3407.065430
	Iteration 34Q: 3 clusters Score -1.036363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -10363632.000000 Penalty: 3407.065430
	Iteration 35Q: 3 clusters Score -1.036363e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -10363631.000000 Penalty: 3407.065430
	Iteration 36Q: 3 clusters Score -1.036363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -10363631.000000 Penalty: 3407.065430
	Iteration 37F: 3 clusters Score -1.036363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Entering Unmasked Estep 
Score: -1720777.000000 Penalty: 1434.622192
	Iteration 0F: 2 clusters Score -1720777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1710656.000000 Penalty: 2869.244385
	Iteration 0F: 3 clusters Score -1710656 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1714280.500000 Penalty: 2869.244385
	Iteration 1F: 3 clusters Score -1714280 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1714680.000000 Penalty: 2869.244385
	Iteration 2F: 3 clusters Score -1714680 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1714987.000000 Penalty: 2869.244385
	Iteration 3F: 3 clusters Score -1714987 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1715260.000000 Penalty: 2869.244385
	Iteration 4Q: 3 clusters Score -1715260 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1715569.500000 Penalty: 2869.244385
	Iteration 5Q: 3 clusters Score -1715570 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1715907.500000 Penalty: 2869.244385
	Iteration 6Q: 3 clusters Score -1715908 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1716312.625000 Penalty: 2869.244385
	Iteration 7Q: 3 clusters Score -1716313 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1716781.000000 Penalty: 2869.244385
	Iteration 8Q: 3 clusters Score -1716781 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1717298.000000 Penalty: 2869.244385
	Iteration 9F: 3 clusters Score -1717298 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1717807.375000 Penalty: 2869.244385
	Iteration 10Q: 3 clusters Score -1717807 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1718250.000000 Penalty: 2869.244385
	Iteration 11Q: 3 clusters Score -1718250 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1718639.000000 Penalty: 2869.244385
	Iteration 12Q: 3 clusters Score -1718639 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1718927.375000 Penalty: 2869.244385
	Iteration 13Q: 3 clusters Score -1718927 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1719137.125000 Penalty: 2869.244385
	Iteration 14Q: 3 clusters Score -1719137 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1719279.375000 Penalty: 2869.244385
	Iteration 15Q: 3 clusters Score -1719279 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1719384.375000 Penalty: 2869.244385
	Iteration 16Q: 3 clusters Score -1719384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1719451.750000 Penalty: 2869.244385
	Iteration 17Q: 3 clusters Score -1719452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1719500.625000 Penalty: 2869.244385
	Iteration 18Q: 3 clusters Score -1719501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1719538.250000 Penalty: 2869.244385
	Iteration 19Q: 3 clusters Score -1719538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1719564.500000 Penalty: 2869.244385
	Iteration 20F: 3 clusters Score -1719564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1719584.750000 Penalty: 2869.244385
	Iteration 21Q: 3 clusters Score -1719585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1719603.250000 Penalty: 2869.244385
	Iteration 22Q: 3 clusters Score -1719603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1719621.500000 Penalty: 2869.244385
	Iteration 23Q: 3 clusters Score -1719622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1719629.375000 Penalty: 2869.244385
	Iteration 24Q: 3 clusters Score -1719629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1719640.000000 Penalty: 2869.244385
	Iteration 25Q: 3 clusters Score -1719640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1719649.750000 Penalty: 2869.244385
	Iteration 26Q: 3 clusters Score -1719650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1719655.500000 Penalty: 2869.244385
	Iteration 27Q: 3 clusters Score -1719656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1719661.750000 Penalty: 2869.244385
	Iteration 28Q: 3 clusters Score -1719662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1719666.625000 Penalty: 2869.244385
	Iteration 29Q: 3 clusters Score -1719667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1719668.250000 Penalty: 2869.244385
	Iteration 30Q: 3 clusters Score -1719668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1719667.500000 Penalty: 2869.244385
	Iteration 31Q: 3 clusters Score -1719668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1719667.750000 Penalty: 2869.244385
	Iteration 32Q: 3 clusters Score -1719668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1719667.750000 Penalty: 2869.244385
	Iteration 33F: 3 clusters Score -1719668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Entering Unmasked Estep 
Score: -2133127.000000 Penalty: 1466.647339
	Iteration 0F: 2 clusters Score -2133127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2120700.250000 Penalty: 2933.294678
	Iteration 0F: 3 clusters Score -2120700 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2125112.500000 Penalty: 2933.294678
	Iteration 1F: 3 clusters Score -2125112 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2125489.500000 Penalty: 2933.294678
	Iteration 2F: 3 clusters Score -2125490 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2125814.250000 Penalty: 2933.294678
	Iteration 3Q: 3 clusters Score -2125814 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2126101.250000 Penalty: 2933.294678
	Iteration 4Q: 3 clusters Score -2126101 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2126387.750000 Penalty: 2933.294678
	Iteration 5Q: 3 clusters Score -2126388 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2126696.250000 Penalty: 2933.294678
	Iteration 6Q: 3 clusters Score -2126696 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2127087.000000 Penalty: 2933.294678
	Iteration 7Q: 3 clusters Score -2127087 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2127612.250000 Penalty: 2933.294678
	Iteration 8Q: 3 clusters Score -2127612 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2128390.500000 Penalty: 2933.294678
	Iteration 9F: 3 clusters Score -2128390 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2129307.500000 Penalty: 2933.294678
	Iteration 10F: 3 clusters Score -2129308 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2130228.250000 Penalty: 2933.294678
	Iteration 11F: 3 clusters Score -2130228 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2130894.750000 Penalty: 2933.294678
	Iteration 12Q: 3 clusters Score -2130895 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2131349.750000 Penalty: 2933.294678
	Iteration 13Q: 3 clusters Score -2131350 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2131603.500000 Penalty: 2933.294678
	Iteration 14Q: 3 clusters Score -2131604 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2131739.000000 Penalty: 2933.294678
	Iteration 15Q: 3 clusters Score -2131739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2131826.250000 Penalty: 2933.294678
	Iteration 16Q: 3 clusters Score -2131826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2131879.000000 Penalty: 2933.294678
	Iteration 17Q: 3 clusters Score -2131879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2131913.250000 Penalty: 2933.294678
	Iteration 18Q: 3 clusters Score -2131913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2131938.500000 Penalty: 2933.294678
	Iteration 19Q: 3 clusters Score -2131938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2131955.500000 Penalty: 2933.294678
	Iteration 20F: 3 clusters Score -2131956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2131967.000000 Penalty: 2933.294678
	Iteration 21Q: 3 clusters Score -2131967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2131983.750000 Penalty: 2933.294678
	Iteration 22Q: 3 clusters Score -2131984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2131990.250000 Penalty: 2933.294678
	Iteration 23Q: 3 clusters Score -2131990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2132008.500000 Penalty: 2933.294678
	Iteration 24Q: 3 clusters Score -2132008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2132017.250000 Penalty: 2933.294678
	Iteration 25Q: 3 clusters Score -2132017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2132028.000000 Penalty: 2933.294678
	Iteration 26Q: 3 clusters Score -2132028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2132032.750000 Penalty: 2933.294678
	Iteration 27Q: 3 clusters Score -2132033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2132032.750000 Penalty: 2933.294678
	Iteration 28Q: 3 clusters Score -2132033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2132032.500000 Penalty: 2933.294678
	Iteration 29Q: 3 clusters Score -2132032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2132032.500000 Penalty: 2933.294678
	Iteration 30F: 3 clusters Score -2132032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Entering Unmasked Estep 
Score: -672805.500000 Penalty: 1285.675903
	Iteration 0F: 2 clusters Score -672805.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -668730.625000 Penalty: 2571.351807
	Iteration 0F: 3 clusters Score -668730.6 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -669941.875000 Penalty: 2571.351807
	Iteration 1F: 3 clusters Score -669941.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -670162.687500 Penalty: 2571.351807
	Iteration 2F: 3 clusters Score -670162.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -670275.312500 Penalty: 2571.351807
	Iteration 3Q: 3 clusters Score -670275.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -670356.562500 Penalty: 2571.351807
	Iteration 4Q: 3 clusters Score -670356.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -670421.937500 Penalty: 2571.351807
	Iteration 5Q: 3 clusters Score -670421.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -670481.625000 Penalty: 2571.351807
	Iteration 6Q: 3 clusters Score -670481.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -670526.750000 Penalty: 2571.351807
	Iteration 7Q: 3 clusters Score -670526.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -670574.437500 Penalty: 2571.351807
	Iteration 8Q: 3 clusters Score -670574.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -670606.687500 Penalty: 2571.351807
	Iteration 9Q: 3 clusters Score -670606.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -670640.937500 Penalty: 2571.351807
	Iteration 10Q: 3 clusters Score -670640.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -670675.750000 Penalty: 2571.351807
	Iteration 11Q: 3 clusters Score -670675.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -670710.437500 Penalty: 2571.351807
	Iteration 12Q: 3 clusters Score -670710.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -670749.750000 Penalty: 2571.351807
	Iteration 13Q: 3 clusters Score -670749.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -670787.437500 Penalty: 2571.351807
	Iteration 14Q: 3 clusters Score -670787.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -670821.750000 Penalty: 2571.351807
	Iteration 15Q: 3 clusters Score -670821.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -670870.125000 Penalty: 2571.351807
	Iteration 16Q: 3 clusters Score -670870.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -670916.812500 Penalty: 2571.351807
	Iteration 17Q: 3 clusters Score -670916.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -670955.687500 Penalty: 2571.351807
	Iteration 18Q: 3 clusters Score -670955.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -670997.062500 Penalty: 2571.351807
	Iteration 19Q: 3 clusters Score -670997.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -671046.875000 Penalty: 2571.351807
	Iteration 20F: 3 clusters Score -671046.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -671102.375000 Penalty: 2571.351807
	Iteration 21Q: 3 clusters Score -671102.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -671160.250000 Penalty: 2571.351807
	Iteration 22Q: 3 clusters Score -671160.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -671212.937500 Penalty: 2571.351807
	Iteration 23Q: 3 clusters Score -671212.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -671264.437500 Penalty: 2571.351807
	Iteration 24Q: 3 clusters Score -671264.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -671318.312500 Penalty: 2571.351807
	Iteration 25Q: 3 clusters Score -671318.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -671365.500000 Penalty: 2571.351807
	Iteration 26Q: 3 clusters Score -671365.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -671418.875000 Penalty: 2571.351807
	Iteration 27Q: 3 clusters Score -671418.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -671453.812500 Penalty: 2571.351807
	Iteration 28Q: 3 clusters Score -671453.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -671490.187500 Penalty: 2571.351807
	Iteration 29Q: 3 clusters Score -671490.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -671529.000000 Penalty: 2571.351807
	Iteration 30Q: 3 clusters Score -671529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -671567.437500 Penalty: 2571.351807
	Iteration 31Q: 3 clusters Score -671567.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -671598.250000 Penalty: 2571.351807
	Iteration 32Q: 3 clusters Score -671598.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -671619.687500 Penalty: 2571.351807
	Iteration 33Q: 3 clusters Score -671619.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -671635.000000 Penalty: 2571.351807
	Iteration 34Q: 3 clusters Score -671635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -671655.687500 Penalty: 2571.351807
	Iteration 35Q: 3 clusters Score -671655.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -671669.187500 Penalty: 2571.351807
	Iteration 36Q: 3 clusters Score -671669.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -671672.875000 Penalty: 2571.351807
	Iteration 37Q: 3 clusters Score -671672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -671676.562500 Penalty: 2571.351807
	Iteration 38Q: 3 clusters Score -671676.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -671682.250000 Penalty: 2571.351807
	Iteration 39Q: 3 clusters Score -671682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -671686.875000 Penalty: 2571.351807
	Iteration 40F: 3 clusters Score -671686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -671688.187500 Penalty: 2571.351807
	Iteration 41Q: 3 clusters Score -671688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -671689.312500 Penalty: 2571.351807
	Iteration 42Q: 3 clusters Score -671689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -671689.750000 Penalty: 2571.351807
	Iteration 43Q: 3 clusters Score -671689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -671689.750000 Penalty: 2571.351807
	Iteration 44F: 3 clusters Score -671689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Entering Unmasked Estep 
Score: -2756735.250000 Penalty: 1504.485107
	Iteration 0F: 2 clusters Score -2756735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2740819.500000 Penalty: 3008.970215
	Iteration 0F: 3 clusters Score -2740820 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2746558.250000 Penalty: 3008.970215
	Iteration 1F: 3 clusters Score -2746558 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2747140.000000 Penalty: 3008.970215
	Iteration 2F: 3 clusters Score -2747140 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2747749.000000 Penalty: 3008.970215
	Iteration 3F: 3 clusters Score -2747749 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2748491.000000 Penalty: 3008.970215
	Iteration 4F: 3 clusters Score -2748491 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2749366.000000 Penalty: 3008.970215
	Iteration 5F: 3 clusters Score -2749366 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2750216.750000 Penalty: 3008.970215
	Iteration 6F: 3 clusters Score -2750217 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2750999.250000 Penalty: 3008.970215
	Iteration 7F: 3 clusters Score -2750999 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2751694.000000 Penalty: 3008.970215
	Iteration 8Q: 3 clusters Score -2751694 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2752328.750000 Penalty: 3008.970215
	Iteration 9Q: 3 clusters Score -2752329 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2752871.750000 Penalty: 3008.970215
	Iteration 10Q: 3 clusters Score -2752872 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2753372.500000 Penalty: 3008.970215
	Iteration 11Q: 3 clusters Score -2753372 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2753842.500000 Penalty: 3008.970215
	Iteration 12Q: 3 clusters Score -2753842 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2754230.750000 Penalty: 3008.970215
	Iteration 13Q: 3 clusters Score -2754231 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2754531.500000 Penalty: 3008.970215
	Iteration 14Q: 3 clusters Score -2754532 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2754769.000000 Penalty: 3008.970215
	Iteration 15Q: 3 clusters Score -2754769 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2754957.500000 Penalty: 3008.970215
	Iteration 16Q: 3 clusters Score -2754958 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2755086.000000 Penalty: 3008.970215
	Iteration 17Q: 3 clusters Score -2755086 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2755178.750000 Penalty: 3008.970215
	Iteration 18Q: 3 clusters Score -2755179 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2755259.250000 Penalty: 3008.970215
	Iteration 19Q: 3 clusters Score -2755259 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2755307.500000 Penalty: 3008.970215
	Iteration 20F: 3 clusters Score -2755308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -2755356.750000 Penalty: 3008.970215
	Iteration 21Q: 3 clusters Score -2755357 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2755388.250000 Penalty: 3008.970215
	Iteration 22Q: 3 clusters Score -2755388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2755426.500000 Penalty: 3008.970215
	Iteration 23Q: 3 clusters Score -2755426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -2755450.500000 Penalty: 3008.970215
	Iteration 24Q: 3 clusters Score -2755450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -2755468.500000 Penalty: 3008.970215
	Iteration 25Q: 3 clusters Score -2755468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2755484.000000 Penalty: 3008.970215
	Iteration 26Q: 3 clusters Score -2755484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2755492.750000 Penalty: 3008.970215
	Iteration 27Q: 3 clusters Score -2755493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2755506.250000 Penalty: 3008.970215
	Iteration 28Q: 3 clusters Score -2755506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2755510.750000 Penalty: 3008.970215
	Iteration 29Q: 3 clusters Score -2755511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2755512.500000 Penalty: 3008.970215
	Iteration 30Q: 3 clusters Score -2755512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2755519.250000 Penalty: 3008.970215
	Iteration 31Q: 3 clusters Score -2755519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2755525.250000 Penalty: 3008.970215
	Iteration 32Q: 3 clusters Score -2755525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -2755523.000000 Penalty: 3008.970215
	Iteration 33Q: 3 clusters Score -2755523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -2755525.000000 Penalty: 3008.970215
	Iteration 34Q: 3 clusters Score -2755525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2755528.750000 Penalty: 3008.970215
	Iteration 35Q: 3 clusters Score -2755529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -2755527.750000 Penalty: 3008.970215
	Iteration 36Q: 3 clusters Score -2755528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -2755543.500000 Penalty: 3008.970215
	Iteration 37Q: 3 clusters Score -2755544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2755545.750000 Penalty: 3008.970215
	Iteration 38Q: 3 clusters Score -2755546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -2755549.500000 Penalty: 3008.970215
	Iteration 39Q: 3 clusters Score -2755550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2755551.000000 Penalty: 3008.970215
	Iteration 40F: 3 clusters Score -2755551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2755550.500000 Penalty: 3008.970215
	Iteration 41Q: 3 clusters Score -2755550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2755551.250000 Penalty: 3008.970215
	Iteration 42Q: 3 clusters Score -2755551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2755551.250000 Penalty: 3008.970215
	Iteration 43F: 3 clusters Score -2755551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Entering Unmasked Estep 
Score: -3934243.750000 Penalty: 1557.825195
	Iteration 0F: 2 clusters Score -3934244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3911265.500000 Penalty: 3115.650391
	Iteration 0F: 3 clusters Score -3911266 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3920021.000000 Penalty: 3115.650391
	Iteration 1F: 3 clusters Score -3920021 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3920523.500000 Penalty: 3115.650391
	Iteration 2Q: 3 clusters Score -3920524 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3921010.000000 Penalty: 3115.650391
	Iteration 3Q: 3 clusters Score -3921010 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3921492.500000 Penalty: 3115.650391
	Iteration 4Q: 3 clusters Score -3921492 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3922014.000000 Penalty: 3115.650391
	Iteration 5Q: 3 clusters Score -3922014 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3922636.500000 Penalty: 3115.650391
	Iteration 6Q: 3 clusters Score -3922636 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3923490.000000 Penalty: 3115.650391
	Iteration 7Q: 3 clusters Score -3923490 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3924673.000000 Penalty: 3115.650391
	Iteration 8F: 3 clusters Score -3924673 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3926212.000000 Penalty: 3115.650391
	Iteration 9F: 3 clusters Score -3926212 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3927957.750000 Penalty: 3115.650391
	Iteration 10F: 3 clusters Score -3927958 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3929744.000000 Penalty: 3115.650391
	Iteration 11F: 3 clusters Score -3929744 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3931125.500000 Penalty: 3115.650391
	Iteration 12Q: 3 clusters Score -3931126 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -3932061.000000 Penalty: 3115.650391
	Iteration 13Q: 3 clusters Score -3932061 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -3932574.500000 Penalty: 3115.650391
	Iteration 14Q: 3 clusters Score -3932574 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -3932821.000000 Penalty: 3115.650391
	Iteration 15Q: 3 clusters Score -3932821 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -3932934.000000 Penalty: 3115.650391
	Iteration 16Q: 3 clusters Score -3932934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -3932996.250000 Penalty: 3115.650391
	Iteration 17Q: 3 clusters Score -3932996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -3933028.750000 Penalty: 3115.650391
	Iteration 18Q: 3 clusters Score -3933029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -3933052.750000 Penalty: 3115.650391
	Iteration 19Q: 3 clusters Score -3933053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3933078.000000 Penalty: 3115.650391
	Iteration 20F: 3 clusters Score -3933078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -3933078.750000 Penalty: 3115.650391
	Iteration 21Q: 3 clusters Score -3933079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -3933093.500000 Penalty: 3115.650391
	Iteration 22Q: 3 clusters Score -3933094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -3933091.750000 Penalty: 3115.650391
	Iteration 23Q: 3 clusters Score -3933092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -3933094.000000 Penalty: 3115.650391
	Iteration 24Q: 3 clusters Score -3933094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -3933097.750000 Penalty: 3115.650391
	Iteration 25Q: 3 clusters Score -3933098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -3933098.000000 Penalty: 3115.650391
	Iteration 26Q: 3 clusters Score -3933098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -3933098.250000 Penalty: 3115.650391
	Iteration 27Q: 3 clusters Score -3933098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -3933103.000000 Penalty: 3115.650391
	Iteration 28Q: 3 clusters Score -3933103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3933104.000000 Penalty: 3115.650391
	Iteration 29Q: 3 clusters Score -3933104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -3933102.750000 Penalty: 3115.650391
	Iteration 30Q: 3 clusters Score -3933103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3933104.000000 Penalty: 3115.650391
	Iteration 31Q: 3 clusters Score -3933104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -3933104.000000 Penalty: 3115.650391
	Iteration 32F: 3 clusters Score -3933104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Entering Unmasked Estep 
Score: -4564448.500000 Penalty: 1581.952026
	Iteration 0F: 2 clusters Score -4564448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4537320.500000 Penalty: 3163.904053
	Iteration 0F: 3 clusters Score -4537320 nChanged 19040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4547829.000000 Penalty: 3163.904053
	Iteration 1F: 3 clusters Score -4547829 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -4548354.000000 Penalty: 3163.904053
	Iteration 2Q: 3 clusters Score -4548354 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -4548908.000000 Penalty: 3163.904053
	Iteration 3Q: 3 clusters Score -4548908 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4549609.000000 Penalty: 3163.904053
	Iteration 4Q: 3 clusters Score -4549609 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4550562.000000 Penalty: 3163.904053
	Iteration 5Q: 3 clusters Score -4550562 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -4552069.500000 Penalty: 3163.904053
	Iteration 6F: 3 clusters Score -4552070 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4554232.500000 Penalty: 3163.904053
	Iteration 7F: 3 clusters Score -4554232 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -4556913.000000 Penalty: 3163.904053
	Iteration 8F: 3 clusters Score -4556913 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -4559496.500000 Penalty: 3163.904053
	Iteration 9F: 3 clusters Score -4559496 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4561309.000000 Penalty: 3163.904053
	Iteration 10Q: 3 clusters Score -4561309 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -4562285.500000 Penalty: 3163.904053
	Iteration 11Q: 3 clusters Score -4562286 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -4562719.500000 Penalty: 3163.904053
	Iteration 12Q: 3 clusters Score -4562720 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -4562917.500000 Penalty: 3163.904053
	Iteration 13Q: 3 clusters Score -4562918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -4563022.000000 Penalty: 3163.904053
	Iteration 14Q: 3 clusters Score -4563022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -4563078.500000 Penalty: 3163.904053
	Iteration 15Q: 3 clusters Score -4563078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -4563111.500000 Penalty: 3163.904053
	Iteration 16Q: 3 clusters Score -4563112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -4563136.000000 Penalty: 3163.904053
	Iteration 17Q: 3 clusters Score -4563136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -4563144.500000 Penalty: 3163.904053
	Iteration 18Q: 3 clusters Score -4563144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -4563157.000000 Penalty: 3163.904053
	Iteration 19Q: 3 clusters Score -4563157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -4563173.500000 Penalty: 3163.904053
	Iteration 20F: 3 clusters Score -4563174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -4563184.500000 Penalty: 3163.904053
	Iteration 21Q: 3 clusters Score -4563184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4563190.000000 Penalty: 3163.904053
	Iteration 22Q: 3 clusters Score -4563190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4563190.000000 Penalty: 3163.904053
	Iteration 23F: 3 clusters Score -4563190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -99670.710938 Penalty: 1023.188171
	Iteration 0F: 2 clusters Score -99670.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98467.976562 Penalty: 2046.376343
	Iteration 0F: 3 clusters Score -98467.98 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98748.773438 Penalty: 2046.376343
	Iteration 1F: 3 clusters Score -98748.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -98820.140625 Penalty: 2046.376343
	Iteration 2F: 3 clusters Score -98820.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98860.796875 Penalty: 2046.376343
	Iteration 3Q: 3 clusters Score -98860.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -98886.007812 Penalty: 2046.376343
	Iteration 4Q: 3 clusters Score -98886.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98898.257812 Penalty: 2046.376343
	Iteration 5Q: 3 clusters Score -98898.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -98911.960938 Penalty: 2046.376343
	Iteration 6Q: 3 clusters Score -98911.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -98916.679688 Penalty: 2046.376343
	Iteration 7Q: 3 clusters Score -98916.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -98923.375000 Penalty: 2046.376343
	Iteration 8Q: 3 clusters Score -98923.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98933.242188 Penalty: 2046.376343
	Iteration 9Q: 3 clusters Score -98933.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98941.210938 Penalty: 2046.376343
	Iteration 10Q: 3 clusters Score -98941.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98945.054688 Penalty: 2046.376343
	Iteration 11Q: 3 clusters Score -98945.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -98949.531250 Penalty: 2046.376343
	Iteration 12Q: 3 clusters Score -98949.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98956.976562 Penalty: 2046.376343
	Iteration 13Q: 3 clusters Score -98956.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98962.203125 Penalty: 2046.376343
	Iteration 14Q: 3 clusters Score -98962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98966.984375 Penalty: 2046.376343
	Iteration 15Q: 3 clusters Score -98966.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -98971.195312 Penalty: 2046.376343
	Iteration 16Q: 3 clusters Score -98971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -98975.343750 Penalty: 2046.376343
	Iteration 17Q: 3 clusters Score -98975.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -98978.984375 Penalty: 2046.376343
	Iteration 18Q: 3 clusters Score -98978.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -98979.671875 Penalty: 2046.376343
	Iteration 19Q: 3 clusters Score -98979.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -98979.671875 Penalty: 2046.376343
	Iteration 20F: 3 clusters Score -98979.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Entering Unmasked Estep 
Score: -1714254.000000 Penalty: 1433.827148
	Iteration 0F: 2 clusters Score -1714254 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 7561 members 
Entering Unmasked Estep 
Score: -1704106.125000 Penalty: 2867.654297
	Iteration 0F: 3 clusters Score -1704106 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1707755.125000 Penalty: 2867.654297
	Iteration 1F: 3 clusters Score -1707755 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1708171.000000 Penalty: 2867.654297
	Iteration 2F: 3 clusters Score -1708171 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1708470.250000 Penalty: 2867.654297
	Iteration 3F: 3 clusters Score -1708470 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1708713.125000 Penalty: 2867.654297
	Iteration 4Q: 3 clusters Score -1708713 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1708961.750000 Penalty: 2867.654297
	Iteration 5Q: 3 clusters Score -1708962 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1709271.000000 Penalty: 2867.654297
	Iteration 6Q: 3 clusters Score -1709271 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1709651.375000 Penalty: 2867.654297
	Iteration 7Q: 3 clusters Score -1709651 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1710146.000000 Penalty: 2867.654297
	Iteration 8F: 3 clusters Score -1710146 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1710677.375000 Penalty: 2867.654297
	Iteration 9F: 3 clusters Score -1710677 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1711155.375000 Penalty: 2867.654297
	Iteration 10Q: 3 clusters Score -1711155 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1711584.000000 Penalty: 2867.654297
	Iteration 11Q: 3 clusters Score -1711584 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1711931.125000 Penalty: 2867.654297
	Iteration 12Q: 3 clusters Score -1711931 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1712200.375000 Penalty: 2867.654297
	Iteration 13Q: 3 clusters Score -1712200 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1712446.375000 Penalty: 2867.654297
	Iteration 14Q: 3 clusters Score -1712446 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1712628.125000 Penalty: 2867.654297
	Iteration 15Q: 3 clusters Score -1712628 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1712764.250000 Penalty: 2867.654297
	Iteration 16Q: 3 clusters Score -1712764 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1712869.125000 Penalty: 2867.654297
	Iteration 17Q: 3 clusters Score -1712869 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1712932.375000 Penalty: 2867.654297
	Iteration 18Q: 3 clusters Score -1712932 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1712977.750000 Penalty: 2867.654297
	Iteration 19Q: 3 clusters Score -1712978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1713015.375000 Penalty: 2867.654297
	Iteration 20F: 3 clusters Score -1713015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1713051.000000 Penalty: 2867.654297
	Iteration 21Q: 3 clusters Score -1713051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1713079.125000 Penalty: 2867.654297
	Iteration 22Q: 3 clusters Score -1713079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1713105.375000 Penalty: 2867.654297
	Iteration 23Q: 3 clusters Score -1713105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1713133.750000 Penalty: 2867.654297
	Iteration 24Q: 3 clusters Score -1713134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1713148.000000 Penalty: 2867.654297
	Iteration 25Q: 3 clusters Score -1713148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1713167.750000 Penalty: 2867.654297
	Iteration 26Q: 3 clusters Score -1713168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1713179.375000 Penalty: 2867.654297
	Iteration 27Q: 3 clusters Score -1713179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1713188.625000 Penalty: 2867.654297
	Iteration 28Q: 3 clusters Score -1713189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1713192.375000 Penalty: 2867.654297
	Iteration 29Q: 3 clusters Score -1713192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1713195.125000 Penalty: 2867.654297
	Iteration 30Q: 3 clusters Score -1713195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1713206.000000 Penalty: 2867.654297
	Iteration 31Q: 3 clusters Score -1713206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1713215.375000 Penalty: 2867.654297
	Iteration 32Q: 3 clusters Score -1713215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1713216.500000 Penalty: 2867.654297
	Iteration 33Q: 3 clusters Score -1713216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1713221.375000 Penalty: 2867.654297
	Iteration 34Q: 3 clusters Score -1713221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1713224.375000 Penalty: 2867.654297
	Iteration 35Q: 3 clusters Score -1713224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1713227.250000 Penalty: 2867.654297
	Iteration 36Q: 3 clusters Score -1713227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1713231.375000 Penalty: 2867.654297
	Iteration 37Q: 3 clusters Score -1713231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1713233.125000 Penalty: 2867.654297
	Iteration 38Q: 3 clusters Score -1713233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1713235.875000 Penalty: 2867.654297
	Iteration 39Q: 3 clusters Score -1713236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1713239.250000 Penalty: 2867.654297
	Iteration 40F: 3 clusters Score -1713239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1713241.375000 Penalty: 2867.654297
	Iteration 41Q: 3 clusters Score -1713241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1713242.000000 Penalty: 2867.654297
	Iteration 42Q: 3 clusters Score -1713242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1713243.750000 Penalty: 2867.654297
	Iteration 43Q: 3 clusters Score -1713244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1713246.500000 Penalty: 2867.654297
	Iteration 44Q: 3 clusters Score -1713246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1713246.500000 Penalty: 2867.654297
	Iteration 45F: 3 clusters Score -1713246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Entering Unmasked Estep 
Score: -2015995.250000 Penalty: 1458.604736
	Iteration 0F: 2 clusters Score -2015995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2004156.625000 Penalty: 2917.209473
	Iteration 0F: 3 clusters Score -2004157 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2008490.625000 Penalty: 2917.209473
	Iteration 1F: 3 clusters Score -2008491 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2009008.125000 Penalty: 2917.209473
	Iteration 2F: 3 clusters Score -2009008 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2009605.125000 Penalty: 2917.209473
	Iteration 3F: 3 clusters Score -2009605 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2010255.000000 Penalty: 2917.209473
	Iteration 4F: 3 clusters Score -2010255 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2010958.250000 Penalty: 2917.209473
	Iteration 5F: 3 clusters Score -2010958 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2011718.000000 Penalty: 2917.209473
	Iteration 6F: 3 clusters Score -2011718 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2012460.000000 Penalty: 2917.209473
	Iteration 7F: 3 clusters Score -2012460 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2013148.875000 Penalty: 2917.209473
	Iteration 8F: 3 clusters Score -2013149 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2013764.500000 Penalty: 2917.209473
	Iteration 9Q: 3 clusters Score -2013764 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2014270.750000 Penalty: 2917.209473
	Iteration 10Q: 3 clusters Score -2014271 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2014629.000000 Penalty: 2917.209473
	Iteration 11Q: 3 clusters Score -2014629 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2014843.500000 Penalty: 2917.209473
	Iteration 12Q: 3 clusters Score -2014844 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2014991.125000 Penalty: 2917.209473
	Iteration 13Q: 3 clusters Score -2014991 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2015087.500000 Penalty: 2917.209473
	Iteration 14Q: 3 clusters Score -2015088 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2015152.375000 Penalty: 2917.209473
	Iteration 15Q: 3 clusters Score -2015152 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2015205.000000 Penalty: 2917.209473
	Iteration 16Q: 3 clusters Score -2015205 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2015236.500000 Penalty: 2917.209473
	Iteration 17Q: 3 clusters Score -2015236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2015248.250000 Penalty: 2917.209473
	Iteration 18Q: 3 clusters Score -2015248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2015268.875000 Penalty: 2917.209473
	Iteration 19Q: 3 clusters Score -2015269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2015284.875000 Penalty: 2917.209473
	Iteration 20F: 3 clusters Score -2015285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2015305.000000 Penalty: 2917.209473
	Iteration 21Q: 3 clusters Score -2015305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2015304.500000 Penalty: 2917.209473
	Iteration 22Q: 3 clusters Score -2015304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2015308.875000 Penalty: 2917.209473
	Iteration 23Q: 3 clusters Score -2015309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2015316.250000 Penalty: 2917.209473
	Iteration 24Q: 3 clusters Score -2015316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2015317.750000 Penalty: 2917.209473
	Iteration 25Q: 3 clusters Score -2015318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2015320.125000 Penalty: 2917.209473
	Iteration 26Q: 3 clusters Score -2015320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2015327.625000 Penalty: 2917.209473
	Iteration 27Q: 3 clusters Score -2015328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2015332.125000 Penalty: 2917.209473
	Iteration 28Q: 3 clusters Score -2015332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2015338.750000 Penalty: 2917.209473
	Iteration 29Q: 3 clusters Score -2015339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2015344.250000 Penalty: 2917.209473
	Iteration 30Q: 3 clusters Score -2015344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2015347.250000 Penalty: 2917.209473
	Iteration 31Q: 3 clusters Score -2015347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2015354.625000 Penalty: 2917.209473
	Iteration 32Q: 3 clusters Score -2015355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2015357.875000 Penalty: 2917.209473
	Iteration 33Q: 3 clusters Score -2015358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2015360.750000 Penalty: 2917.209473
	Iteration 34Q: 3 clusters Score -2015361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2015361.500000 Penalty: 2917.209473
	Iteration 35Q: 3 clusters Score -2015362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2015365.625000 Penalty: 2917.209473
	Iteration 36Q: 3 clusters Score -2015366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2015363.875000 Penalty: 2917.209473
	Iteration 37Q: 3 clusters Score -2015364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2015369.500000 Penalty: 2917.209473
	Iteration 38Q: 3 clusters Score -2015370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2015371.250000 Penalty: 2917.209473
	Iteration 39Q: 3 clusters Score -2015371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2015368.625000 Penalty: 2917.209473
	Iteration 40F: 3 clusters Score -2015369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2015368.125000 Penalty: 2917.209473
	Iteration 41Q: 3 clusters Score -2015368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2015371.250000 Penalty: 2917.209473
	Iteration 42Q: 3 clusters Score -2015371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2015371.125000 Penalty: 2917.209473
	Iteration 43Q: 3 clusters Score -2015371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2015372.125000 Penalty: 2917.209473
	Iteration 44Q: 3 clusters Score -2015372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2015370.000000 Penalty: 2917.209473
	Iteration 45Q: 3 clusters Score -2015370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2015373.500000 Penalty: 2917.209473
	Iteration 46Q: 3 clusters Score -2015374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2015372.000000 Penalty: 2917.209473
	Iteration 47Q: 3 clusters Score -2015372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2015373.375000 Penalty: 2917.209473
	Iteration 48Q: 3 clusters Score -2015373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2015373.250000 Penalty: 2917.209473
	Iteration 49Q: 3 clusters Score -2015373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2015374.250000 Penalty: 2917.209473
	Iteration 50Q: 3 clusters Score -2015374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2015374.250000 Penalty: 2917.209473
	Iteration 51F: 3 clusters Score -2015374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Entering Unmasked Estep 
Score: -5673332.500000 Penalty: 1616.481567
	Iteration 0F: 2 clusters Score -5673332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -5639317.500000 Penalty: 3232.963135
	Iteration 0F: 3 clusters Score -5639318 nChanged 24016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5653351.500000 Penalty: 3232.963135
	Iteration 1F: 3 clusters Score -5653352 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -5654417.000000 Penalty: 3232.963135
	Iteration 2F: 3 clusters Score -5654417 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -5655551.500000 Penalty: 3232.963135
	Iteration 3F: 3 clusters Score -5655552 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -5656862.500000 Penalty: 3232.963135
	Iteration 4F: 3 clusters Score -5656862 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -5658212.000000 Penalty: 3232.963135
	Iteration 5F: 3 clusters Score -5658212 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -5659472.000000 Penalty: 3232.963135
	Iteration 6F: 3 clusters Score -5659472 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -5660723.000000 Penalty: 3232.963135
	Iteration 7F: 3 clusters Score -5660723 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -5662032.500000 Penalty: 3232.963135
	Iteration 8Q: 3 clusters Score -5662032 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -5663321.500000 Penalty: 3232.963135
	Iteration 9Q: 3 clusters Score -5663322 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5664762.000000 Penalty: 3232.963135
	Iteration 10Q: 3 clusters Score -5664762 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -5666113.000000 Penalty: 3232.963135
	Iteration 11Q: 3 clusters Score -5666113 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -5667521.000000 Penalty: 3232.963135
	Iteration 12Q: 3 clusters Score -5667521 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -5668788.000000 Penalty: 3232.963135
	Iteration 13Q: 3 clusters Score -5668788 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -5669780.500000 Penalty: 3232.963135
	Iteration 14Q: 3 clusters Score -5669780 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -5670463.500000 Penalty: 3232.963135
	Iteration 15Q: 3 clusters Score -5670464 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -5670974.000000 Penalty: 3232.963135
	Iteration 16Q: 3 clusters Score -5670974 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -5671338.000000 Penalty: 3232.963135
	Iteration 17Q: 3 clusters Score -5671338 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -5671582.500000 Penalty: 3232.963135
	Iteration 18Q: 3 clusters Score -5671582 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -5671793.500000 Penalty: 3232.963135
	Iteration 19Q: 3 clusters Score -5671794 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -5671931.000000 Penalty: 3232.963135
	Iteration 20F: 3 clusters Score -5671931 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -5672009.500000 Penalty: 3232.963135
	Iteration 21Q: 3 clusters Score -5672010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -5672058.000000 Penalty: 3232.963135
	Iteration 22Q: 3 clusters Score -5672058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -5672103.000000 Penalty: 3232.963135
	Iteration 23Q: 3 clusters Score -5672103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -5672135.500000 Penalty: 3232.963135
	Iteration 24Q: 3 clusters Score -5672136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -5672158.500000 Penalty: 3232.963135
	Iteration 25Q: 3 clusters Score -5672158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -5672172.000000 Penalty: 3232.963135
	Iteration 26Q: 3 clusters Score -5672172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -5672184.000000 Penalty: 3232.963135
	Iteration 27Q: 3 clusters Score -5672184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -5672187.500000 Penalty: 3232.963135
	Iteration 28Q: 3 clusters Score -5672188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -5672198.000000 Penalty: 3232.963135
	Iteration 29Q: 3 clusters Score -5672198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -5672194.500000 Penalty: 3232.963135
	Iteration 30Q: 3 clusters Score -5672194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -5672203.500000 Penalty: 3232.963135
	Iteration 31Q: 3 clusters Score -5672204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -5672221.500000 Penalty: 3232.963135
	Iteration 32Q: 3 clusters Score -5672222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -5672218.500000 Penalty: 3232.963135
	Iteration 33Q: 3 clusters Score -5672218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -5672219.000000 Penalty: 3232.963135
	Iteration 34Q: 3 clusters Score -5672219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -5672224.500000 Penalty: 3232.963135
	Iteration 35Q: 3 clusters Score -5672224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -5672222.500000 Penalty: 3232.963135
	Iteration 36Q: 3 clusters Score -5672222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -5672218.000000 Penalty: 3232.963135
	Iteration 37Q: 3 clusters Score -5672218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -5672228.000000 Penalty: 3232.963135
	Iteration 38Q: 3 clusters Score -5672228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -5672231.500000 Penalty: 3232.963135
	Iteration 39Q: 3 clusters Score -5672232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -5672236.000000 Penalty: 3232.963135
	Iteration 40F: 3 clusters Score -5672236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Entering Unmasked Estep 
Score: -1938916.625000 Penalty: 1467.843506
	Iteration 0F: 2 clusters Score -1938917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1926299.125000 Penalty: 2935.687012
	Iteration 0F: 3 clusters Score -1926299 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1930863.125000 Penalty: 2935.687012
	Iteration 1F: 3 clusters Score -1930863 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1931231.000000 Penalty: 2935.687012
	Iteration 2F: 3 clusters Score -1931231 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1931513.125000 Penalty: 2935.687012
	Iteration 3Q: 3 clusters Score -1931513 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1931721.250000 Penalty: 2935.687012
	Iteration 4Q: 3 clusters Score -1931721 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1931909.750000 Penalty: 2935.687012
	Iteration 5Q: 3 clusters Score -1931910 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1932047.875000 Penalty: 2935.687012
	Iteration 6Q: 3 clusters Score -1932048 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1932192.625000 Penalty: 2935.687012
	Iteration 7Q: 3 clusters Score -1932193 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1932332.750000 Penalty: 2935.687012
	Iteration 8Q: 3 clusters Score -1932333 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1932479.375000 Penalty: 2935.687012
	Iteration 9Q: 3 clusters Score -1932479 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1932637.875000 Penalty: 2935.687012
	Iteration 10Q: 3 clusters Score -1932638 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1932788.000000 Penalty: 2935.687012
	Iteration 11Q: 3 clusters Score -1932788 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1932941.125000 Penalty: 2935.687012
	Iteration 12Q: 3 clusters Score -1932941 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1933109.250000 Penalty: 2935.687012
	Iteration 13Q: 3 clusters Score -1933109 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1933256.250000 Penalty: 2935.687012
	Iteration 14Q: 3 clusters Score -1933256 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1933437.000000 Penalty: 2935.687012
	Iteration 15Q: 3 clusters Score -1933437 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1933660.125000 Penalty: 2935.687012
	Iteration 16Q: 3 clusters Score -1933660 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1933924.375000 Penalty: 2935.687012
	Iteration 17Q: 3 clusters Score -1933924 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1934216.125000 Penalty: 2935.687012
	Iteration 18Q: 3 clusters Score -1934216 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1934529.500000 Penalty: 2935.687012
	Iteration 19Q: 3 clusters Score -1934530 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1934915.750000 Penalty: 2935.687012
	Iteration 20F: 3 clusters Score -1934916 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1935334.375000 Penalty: 2935.687012
	Iteration 21Q: 3 clusters Score -1935334 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1935765.875000 Penalty: 2935.687012
	Iteration 22Q: 3 clusters Score -1935766 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1936172.750000 Penalty: 2935.687012
	Iteration 23Q: 3 clusters Score -1936173 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1936552.125000 Penalty: 2935.687012
	Iteration 24Q: 3 clusters Score -1936552 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1936873.750000 Penalty: 2935.687012
	Iteration 25Q: 3 clusters Score -1936874 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1937095.750000 Penalty: 2935.687012
	Iteration 26Q: 3 clusters Score -1937096 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1937273.875000 Penalty: 2935.687012
	Iteration 27Q: 3 clusters Score -1937274 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1937410.875000 Penalty: 2935.687012
	Iteration 28Q: 3 clusters Score -1937411 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1937510.875000 Penalty: 2935.687012
	Iteration 29Q: 3 clusters Score -1937511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1937576.500000 Penalty: 2935.687012
	Iteration 30Q: 3 clusters Score -1937576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1937632.625000 Penalty: 2935.687012
	Iteration 31Q: 3 clusters Score -1937633 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1937669.000000 Penalty: 2935.687012
	Iteration 32Q: 3 clusters Score -1937669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1937690.750000 Penalty: 2935.687012
	Iteration 33Q: 3 clusters Score -1937691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1937703.000000 Penalty: 2935.687012
	Iteration 34Q: 3 clusters Score -1937703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1937708.125000 Penalty: 2935.687012
	Iteration 35Q: 3 clusters Score -1937708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1937714.125000 Penalty: 2935.687012
	Iteration 36Q: 3 clusters Score -1937714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1937719.375000 Penalty: 2935.687012
	Iteration 37Q: 3 clusters Score -1937719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1937726.000000 Penalty: 2935.687012
	Iteration 38Q: 3 clusters Score -1937726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1937727.625000 Penalty: 2935.687012
	Iteration 39Q: 3 clusters Score -1937728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1937731.375000 Penalty: 2935.687012
	Iteration 40F: 3 clusters Score -1937731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1937736.250000 Penalty: 2935.687012
	Iteration 41Q: 3 clusters Score -1937736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1937736.500000 Penalty: 2935.687012
	Iteration 42Q: 3 clusters Score -1937736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1937738.250000 Penalty: 2935.687012
	Iteration 43Q: 3 clusters Score -1937738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1937743.250000 Penalty: 2935.687012
	Iteration 44Q: 3 clusters Score -1937743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1937745.000000 Penalty: 2935.687012
	Iteration 45Q: 3 clusters Score -1937745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1937746.750000 Penalty: 2935.687012
	Iteration 46Q: 3 clusters Score -1937747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1937748.500000 Penalty: 2935.687012
	Iteration 47Q: 3 clusters Score -1937748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1937755.500000 Penalty: 2935.687012
	Iteration 48Q: 3 clusters Score -1937756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1937756.500000 Penalty: 2935.687012
	Iteration 49Q: 3 clusters Score -1937756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1937756.875000 Penalty: 2935.687012
	Iteration 50Q: 3 clusters Score -1937757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1937760.750000 Penalty: 2935.687012
	Iteration 51Q: 3 clusters Score -1937761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1937762.625000 Penalty: 2935.687012
	Iteration 52Q: 3 clusters Score -1937763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1937766.375000 Penalty: 2935.687012
	Iteration 53Q: 3 clusters Score -1937766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1937764.875000 Penalty: 2935.687012
	Iteration 54Q: 3 clusters Score -1937765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1937765.375000 Penalty: 2935.687012
	Iteration 55Q: 3 clusters Score -1937765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1937765.375000 Penalty: 2935.687012
	Iteration 56F: 3 clusters Score -1937765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Entering Unmasked Estep 
Score: -4429523.500000 Penalty: 1576.130615
	Iteration 0F: 2 clusters Score -4429524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4403388.500000 Penalty: 3152.261230
	Iteration 0F: 3 clusters Score -4403388 nChanged 18501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4413743.500000 Penalty: 3152.261230
	Iteration 1F: 3 clusters Score -4413744 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4414643.500000 Penalty: 3152.261230
	Iteration 2F: 3 clusters Score -4414644 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -4415892.000000 Penalty: 3152.261230
	Iteration 3F: 3 clusters Score -4415892 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -4417561.000000 Penalty: 3152.261230
	Iteration 4F: 3 clusters Score -4417561 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -4419728.000000 Penalty: 3152.261230
	Iteration 5F: 3 clusters Score -4419728 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4422056.000000 Penalty: 3152.261230
	Iteration 6F: 3 clusters Score -4422056 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4424150.500000 Penalty: 3152.261230
	Iteration 7F: 3 clusters Score -4424150 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4425746.500000 Penalty: 3152.261230
	Iteration 8Q: 3 clusters Score -4425746 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4426775.500000 Penalty: 3152.261230
	Iteration 9Q: 3 clusters Score -4426776 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -4427398.000000 Penalty: 3152.261230
	Iteration 10Q: 3 clusters Score -4427398 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -4427763.500000 Penalty: 3152.261230
	Iteration 11Q: 3 clusters Score -4427764 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -4427946.500000 Penalty: 3152.261230
	Iteration 12Q: 3 clusters Score -4427946 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -4428048.000000 Penalty: 3152.261230
	Iteration 13Q: 3 clusters Score -4428048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -4428109.000000 Penalty: 3152.261230
	Iteration 14Q: 3 clusters Score -4428109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4428141.500000 Penalty: 3152.261230
	Iteration 15Q: 3 clusters Score -4428142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -4428163.500000 Penalty: 3152.261230
	Iteration 16Q: 3 clusters Score -4428164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -4428169.500000 Penalty: 3152.261230
	Iteration 17Q: 3 clusters Score -4428170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -4428185.500000 Penalty: 3152.261230
	Iteration 18Q: 3 clusters Score -4428186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -4428201.000000 Penalty: 3152.261230
	Iteration 19Q: 3 clusters Score -4428201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -4428208.000000 Penalty: 3152.261230
	Iteration 20F: 3 clusters Score -4428208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -4428213.500000 Penalty: 3152.261230
	Iteration 21Q: 3 clusters Score -4428214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -4428223.000000 Penalty: 3152.261230
	Iteration 22Q: 3 clusters Score -4428223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -4428226.000000 Penalty: 3152.261230
	Iteration 23Q: 3 clusters Score -4428226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -4428229.500000 Penalty: 3152.261230
	Iteration 24Q: 3 clusters Score -4428230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -4428234.500000 Penalty: 3152.261230
	Iteration 25Q: 3 clusters Score -4428234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -4428235.500000 Penalty: 3152.261230
	Iteration 26Q: 3 clusters Score -4428236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -4428235.500000 Penalty: 3152.261230
	Iteration 27F: 3 clusters Score -4428236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -219551.890625 Penalty: 1145.534302
	Iteration 0F: 2 clusters Score -219551.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -217577.625000 Penalty: 2291.068604
	Iteration 0F: 3 clusters Score -217577.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -218161.718750 Penalty: 2291.068604
	Iteration 1F: 3 clusters Score -218161.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -218389.281250 Penalty: 2291.068604
	Iteration 2F: 3 clusters Score -218389.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -218509.406250 Penalty: 2291.068604
	Iteration 3Q: 3 clusters Score -218509.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -218582.218750 Penalty: 2291.068604
	Iteration 4Q: 3 clusters Score -218582.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -218619.500000 Penalty: 2291.068604
	Iteration 5Q: 3 clusters Score -218619.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -218666.125000 Penalty: 2291.068604
	Iteration 6Q: 3 clusters Score -218666.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -218705.625000 Penalty: 2291.068604
	Iteration 7Q: 3 clusters Score -218705.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -218737.265625 Penalty: 2291.068604
	Iteration 8Q: 3 clusters Score -218737.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -218763.562500 Penalty: 2291.068604
	Iteration 9Q: 3 clusters Score -218763.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -218777.656250 Penalty: 2291.068604
	Iteration 10Q: 3 clusters Score -218777.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -218787.375000 Penalty: 2291.068604
	Iteration 11Q: 3 clusters Score -218787.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -218794.968750 Penalty: 2291.068604
	Iteration 12Q: 3 clusters Score -218795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -218798.843750 Penalty: 2291.068604
	Iteration 13Q: 3 clusters Score -218798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -218802.125000 Penalty: 2291.068604
	Iteration 14Q: 3 clusters Score -218802.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -218812.515625 Penalty: 2291.068604
	Iteration 15Q: 3 clusters Score -218812.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -218821.984375 Penalty: 2291.068604
	Iteration 16Q: 3 clusters Score -218822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -218833.421875 Penalty: 2291.068604
	Iteration 17Q: 3 clusters Score -218833.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -218843.375000 Penalty: 2291.068604
	Iteration 18Q: 3 clusters Score -218843.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -218852.140625 Penalty: 2291.068604
	Iteration 19Q: 3 clusters Score -218852.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -218859.109375 Penalty: 2291.068604
	Iteration 20F: 3 clusters Score -218859.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -218865.953125 Penalty: 2291.068604
	Iteration 21Q: 3 clusters Score -218866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -218875.734375 Penalty: 2291.068604
	Iteration 22Q: 3 clusters Score -218875.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -218887.531250 Penalty: 2291.068604
	Iteration 23Q: 3 clusters Score -218887.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -218898.250000 Penalty: 2291.068604
	Iteration 24Q: 3 clusters Score -218898.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -218910.250000 Penalty: 2291.068604
	Iteration 25Q: 3 clusters Score -218910.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218922.140625 Penalty: 2291.068604
	Iteration 26Q: 3 clusters Score -218922.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -218929.843750 Penalty: 2291.068604
	Iteration 27Q: 3 clusters Score -218929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -218934.000000 Penalty: 2291.068604
	Iteration 28Q: 3 clusters Score -218934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -218939.093750 Penalty: 2291.068604
	Iteration 29Q: 3 clusters Score -218939.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -218941.656250 Penalty: 2291.068604
	Iteration 30Q: 3 clusters Score -218941.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -218943.234375 Penalty: 2291.068604
	Iteration 31Q: 3 clusters Score -218943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -218948.750000 Penalty: 2291.068604
	Iteration 32Q: 3 clusters Score -218948.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -218954.406250 Penalty: 2291.068604
	Iteration 33Q: 3 clusters Score -218954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -218955.906250 Penalty: 2291.068604
	Iteration 34Q: 3 clusters Score -218955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -218958.000000 Penalty: 2291.068604
	Iteration 35Q: 3 clusters Score -218958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -218960.015625 Penalty: 2291.068604
	Iteration 36Q: 3 clusters Score -218960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -218960.875000 Penalty: 2291.068604
	Iteration 37Q: 3 clusters Score -218960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -218961.390625 Penalty: 2291.068604
	Iteration 38Q: 3 clusters Score -218961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -218964.062500 Penalty: 2291.068604
	Iteration 39Q: 3 clusters Score -218964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -218964.234375 Penalty: 2291.068604
	Iteration 40F: 3 clusters Score -218964.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -232427.500000 Penalty: 1146.610107
	Iteration 0F: 2 clusters Score -232427.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -230434.390625 Penalty: 2293.220215
	Iteration 0F: 3 clusters Score -230434.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -230901.296875 Penalty: 2293.220215
	Iteration 1F: 3 clusters Score -230901.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -231010.796875 Penalty: 2293.220215
	Iteration 2F: 3 clusters Score -231010.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -231073.296875 Penalty: 2293.220215
	Iteration 3Q: 3 clusters Score -231073.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -231115.984375 Penalty: 2293.220215
	Iteration 4Q: 3 clusters Score -231116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -231151.500000 Penalty: 2293.220215
	Iteration 5Q: 3 clusters Score -231151.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -231178.328125 Penalty: 2293.220215
	Iteration 6Q: 3 clusters Score -231178.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -231191.921875 Penalty: 2293.220215
	Iteration 7Q: 3 clusters Score -231191.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -231201.125000 Penalty: 2293.220215
	Iteration 8Q: 3 clusters Score -231201.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -231211.265625 Penalty: 2293.220215
	Iteration 9Q: 3 clusters Score -231211.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231220.140625 Penalty: 2293.220215
	Iteration 10Q: 3 clusters Score -231220.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -231229.843750 Penalty: 2293.220215
	Iteration 11Q: 3 clusters Score -231229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -231239.406250 Penalty: 2293.220215
	Iteration 12Q: 3 clusters Score -231239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -231244.218750 Penalty: 2293.220215
	Iteration 13Q: 3 clusters Score -231244.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -231250.578125 Penalty: 2293.220215
	Iteration 14Q: 3 clusters Score -231250.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -231261.359375 Penalty: 2293.220215
	Iteration 15Q: 3 clusters Score -231261.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -231272.296875 Penalty: 2293.220215
	Iteration 16Q: 3 clusters Score -231272.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -231284.515625 Penalty: 2293.220215
	Iteration 17Q: 3 clusters Score -231284.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -231290.468750 Penalty: 2293.220215
	Iteration 18Q: 3 clusters Score -231290.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -231294.953125 Penalty: 2293.220215
	Iteration 19Q: 3 clusters Score -231295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -231302.531250 Penalty: 2293.220215
	Iteration 20F: 3 clusters Score -231302.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -231308.390625 Penalty: 2293.220215
	Iteration 21Q: 3 clusters Score -231308.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -231310.625000 Penalty: 2293.220215
	Iteration 22Q: 3 clusters Score -231310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -231313.531250 Penalty: 2293.220215
	Iteration 23Q: 3 clusters Score -231313.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -231314.578125 Penalty: 2293.220215
	Iteration 24Q: 3 clusters Score -231314.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -231316.250000 Penalty: 2293.220215
	Iteration 25Q: 3 clusters Score -231316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -231316.781250 Penalty: 2293.220215
	Iteration 26Q: 3 clusters Score -231316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -231318.015625 Penalty: 2293.220215
	Iteration 27Q: 3 clusters Score -231318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -231322.015625 Penalty: 2293.220215
	Iteration 28Q: 3 clusters Score -231322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -231330.234375 Penalty: 2293.220215
	Iteration 29Q: 3 clusters Score -231330.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -231337.687500 Penalty: 2293.220215
	Iteration 30Q: 3 clusters Score -231337.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -231343.000000 Penalty: 2293.220215
	Iteration 31Q: 3 clusters Score -231343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -231347.453125 Penalty: 2293.220215
	Iteration 32Q: 3 clusters Score -231347.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -231348.375000 Penalty: 2293.220215
	Iteration 33Q: 3 clusters Score -231348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -231349.140625 Penalty: 2293.220215
	Iteration 34Q: 3 clusters Score -231349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -231349.140625 Penalty: 2293.220215
	Iteration 35F: 3 clusters Score -231349.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -191324.046875 Penalty: 1113.590454
	Iteration 0F: 2 clusters Score -191324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -189627.484375 Penalty: 2227.180908
	Iteration 0F: 3 clusters Score -189627.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -190059.671875 Penalty: 2227.180908
	Iteration 1F: 3 clusters Score -190059.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -190166.281250 Penalty: 2227.180908
	Iteration 2F: 3 clusters Score -190166.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -190233.843750 Penalty: 2227.180908
	Iteration 3Q: 3 clusters Score -190233.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -190271.718750 Penalty: 2227.180908
	Iteration 4Q: 3 clusters Score -190271.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -190295.343750 Penalty: 2227.180908
	Iteration 5Q: 3 clusters Score -190295.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -190308.859375 Penalty: 2227.180908
	Iteration 6Q: 3 clusters Score -190308.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -190318.734375 Penalty: 2227.180908
	Iteration 7Q: 3 clusters Score -190318.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -190327.125000 Penalty: 2227.180908
	Iteration 8Q: 3 clusters Score -190327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -190330.468750 Penalty: 2227.180908
	Iteration 9Q: 3 clusters Score -190330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -190338.187500 Penalty: 2227.180908
	Iteration 10Q: 3 clusters Score -190338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -190340.296875 Penalty: 2227.180908
	Iteration 11Q: 3 clusters Score -190340.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -190343.296875 Penalty: 2227.180908
	Iteration 12Q: 3 clusters Score -190343.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -190346.843750 Penalty: 2227.180908
	Iteration 13Q: 3 clusters Score -190346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -190348.921875 Penalty: 2227.180908
	Iteration 14Q: 3 clusters Score -190348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -190350.671875 Penalty: 2227.180908
	Iteration 15Q: 3 clusters Score -190350.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -190357.468750 Penalty: 2227.180908
	Iteration 16Q: 3 clusters Score -190357.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -190358.437500 Penalty: 2227.180908
	Iteration 17Q: 3 clusters Score -190358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -190358.921875 Penalty: 2227.180908
	Iteration 18Q: 3 clusters Score -190358.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -190358.921875 Penalty: 2227.180908
	Iteration 19F: 3 clusters Score -190358.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Entering Unmasked Estep 
Score: -3896926.250000 Penalty: 1557.033081
	Iteration 0F: 2 clusters Score -3896926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3874191.000000 Penalty: 3114.066162
	Iteration 0F: 3 clusters Score -3874191 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3882737.000000 Penalty: 3114.066162
	Iteration 1F: 3 clusters Score -3882737 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3883312.000000 Penalty: 3114.066162
	Iteration 2Q: 3 clusters Score -3883312 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3883868.500000 Penalty: 3114.066162
	Iteration 3Q: 3 clusters Score -3883868 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3884326.500000 Penalty: 3114.066162
	Iteration 4Q: 3 clusters Score -3884326 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3884836.500000 Penalty: 3114.066162
	Iteration 5Q: 3 clusters Score -3884836 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -3885311.250000 Penalty: 3114.066162
	Iteration 6Q: 3 clusters Score -3885311 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3885810.000000 Penalty: 3114.066162
	Iteration 7Q: 3 clusters Score -3885810 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3886371.750000 Penalty: 3114.066162
	Iteration 8Q: 3 clusters Score -3886372 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3887003.750000 Penalty: 3114.066162
	Iteration 9Q: 3 clusters Score -3887004 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3887688.250000 Penalty: 3114.066162
	Iteration 10Q: 3 clusters Score -3887688 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3888432.750000 Penalty: 3114.066162
	Iteration 11Q: 3 clusters Score -3888433 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3889224.750000 Penalty: 3114.066162
	Iteration 12Q: 3 clusters Score -3889225 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3890001.750000 Penalty: 3114.066162
	Iteration 13Q: 3 clusters Score -3890002 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3890777.750000 Penalty: 3114.066162
	Iteration 14Q: 3 clusters Score -3890778 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3891538.500000 Penalty: 3114.066162
	Iteration 15Q: 3 clusters Score -3891538 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3892290.500000 Penalty: 3114.066162
	Iteration 16Q: 3 clusters Score -3892290 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3892986.000000 Penalty: 3114.066162
	Iteration 17Q: 3 clusters Score -3892986 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3893665.750000 Penalty: 3114.066162
	Iteration 18Q: 3 clusters Score -3893666 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3894213.750000 Penalty: 3114.066162
	Iteration 19Q: 3 clusters Score -3894214 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3894645.250000 Penalty: 3114.066162
	Iteration 20F: 3 clusters Score -3894645 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -3894981.750000 Penalty: 3114.066162
	Iteration 21Q: 3 clusters Score -3894982 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -3895252.750000 Penalty: 3114.066162
	Iteration 22Q: 3 clusters Score -3895253 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3895452.250000 Penalty: 3114.066162
	Iteration 23Q: 3 clusters Score -3895452 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3895586.750000 Penalty: 3114.066162
	Iteration 24Q: 3 clusters Score -3895587 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -3895699.750000 Penalty: 3114.066162
	Iteration 25Q: 3 clusters Score -3895700 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -3895785.000000 Penalty: 3114.066162
	Iteration 26Q: 3 clusters Score -3895785 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -3895822.750000 Penalty: 3114.066162
	Iteration 27Q: 3 clusters Score -3895823 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -3895863.750000 Penalty: 3114.066162
	Iteration 28Q: 3 clusters Score -3895864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -3895900.750000 Penalty: 3114.066162
	Iteration 29Q: 3 clusters Score -3895901 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -3895933.000000 Penalty: 3114.066162
	Iteration 30Q: 3 clusters Score -3895933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -3895946.000000 Penalty: 3114.066162
	Iteration 31Q: 3 clusters Score -3895946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -3895982.750000 Penalty: 3114.066162
	Iteration 32Q: 3 clusters Score -3895983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -3895991.500000 Penalty: 3114.066162
	Iteration 33Q: 3 clusters Score -3895992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3896010.500000 Penalty: 3114.066162
	Iteration 34Q: 3 clusters Score -3896010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -3896021.250000 Penalty: 3114.066162
	Iteration 35Q: 3 clusters Score -3896021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -3896036.750000 Penalty: 3114.066162
	Iteration 36Q: 3 clusters Score -3896037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -3896043.500000 Penalty: 3114.066162
	Iteration 37Q: 3 clusters Score -3896044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -3896053.250000 Penalty: 3114.066162
	Iteration 38Q: 3 clusters Score -3896053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -3896070.750000 Penalty: 3114.066162
	Iteration 39Q: 3 clusters Score -3896071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -3896074.250000 Penalty: 3114.066162
	Iteration 40F: 3 clusters Score -3896074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -3896079.500000 Penalty: 3114.066162
	Iteration 41Q: 3 clusters Score -3896080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -3896090.750000 Penalty: 3114.066162
	Iteration 42Q: 3 clusters Score -3896091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -3896091.250000 Penalty: 3114.066162
	Iteration 43Q: 3 clusters Score -3896091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -3896097.250000 Penalty: 3114.066162
	Iteration 44Q: 3 clusters Score -3896097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -3896099.500000 Penalty: 3114.066162
	Iteration 45Q: 3 clusters Score -3896100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -3896106.750000 Penalty: 3114.066162
	Iteration 46Q: 3 clusters Score -3896107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -3896115.500000 Penalty: 3114.066162
	Iteration 47Q: 3 clusters Score -3896116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -3896118.000000 Penalty: 3114.066162
	Iteration 48Q: 3 clusters Score -3896118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -3896124.500000 Penalty: 3114.066162
	Iteration 49Q: 3 clusters Score -3896124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -3896129.000000 Penalty: 3114.066162
	Iteration 50Q: 3 clusters Score -3896129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -3896134.500000 Penalty: 3114.066162
	Iteration 51Q: 3 clusters Score -3896134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -3896137.250000 Penalty: 3114.066162
	Iteration 52Q: 3 clusters Score -3896137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -3896138.250000 Penalty: 3114.066162
	Iteration 53Q: 3 clusters Score -3896138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -3896141.000000 Penalty: 3114.066162
	Iteration 54Q: 3 clusters Score -3896141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -3896139.250000 Penalty: 3114.066162
	Iteration 55Q: 3 clusters Score -3896139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -3896142.000000 Penalty: 3114.066162
	Iteration 56Q: 3 clusters Score -3896142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -3896142.250000 Penalty: 3114.066162
	Iteration 57Q: 3 clusters Score -3896142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -3896142.250000 Penalty: 3114.066162
	Iteration 58Q: 3 clusters Score -3896142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -3896142.750000 Penalty: 3114.066162
	Iteration 59Q: 3 clusters Score -3896143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -3896145.000000 Penalty: 3114.066162
	Iteration 60F: 3 clusters Score -3896145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -3896142.750000 Penalty: 3114.066162
	Iteration 61Q: 3 clusters Score -3896143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -3896142.750000 Penalty: 3114.066162
	Iteration 62F: 3 clusters Score -3896143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Entering Unmasked Estep 
Score: -3450259.500000 Penalty: 1539.215698
	Iteration 0F: 2 clusters Score -3450260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3430078.500000 Penalty: 3078.431396
	Iteration 0F: 3 clusters Score -3430078 nChanged 13999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3437814.000000 Penalty: 3078.431396
	Iteration 1F: 3 clusters Score -3437814 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3438558.000000 Penalty: 3078.431396
	Iteration 2F: 3 clusters Score -3438558 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3439413.500000 Penalty: 3078.431396
	Iteration 3F: 3 clusters Score -3439414 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3440319.500000 Penalty: 3078.431396
	Iteration 4F: 3 clusters Score -3440320 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3441319.250000 Penalty: 3078.431396
	Iteration 5F: 3 clusters Score -3441319 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3442414.500000 Penalty: 3078.431396
	Iteration 6F: 3 clusters Score -3442414 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3443407.750000 Penalty: 3078.431396
	Iteration 7F: 3 clusters Score -3443408 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3444224.000000 Penalty: 3078.431396
	Iteration 8Q: 3 clusters Score -3444224 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3445031.000000 Penalty: 3078.431396
	Iteration 9Q: 3 clusters Score -3445031 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3445844.500000 Penalty: 3078.431396
	Iteration 10Q: 3 clusters Score -3445844 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3446604.250000 Penalty: 3078.431396
	Iteration 11Q: 3 clusters Score -3446604 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3447107.000000 Penalty: 3078.431396
	Iteration 12Q: 3 clusters Score -3447107 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3447385.750000 Penalty: 3078.431396
	Iteration 13Q: 3 clusters Score -3447386 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -3447541.750000 Penalty: 3078.431396
	Iteration 14Q: 3 clusters Score -3447542 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3447613.250000 Penalty: 3078.431396
	Iteration 15Q: 3 clusters Score -3447613 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3447663.750000 Penalty: 3078.431396
	Iteration 16Q: 3 clusters Score -3447664 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -3447698.750000 Penalty: 3078.431396
	Iteration 17Q: 3 clusters Score -3447699 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3447729.250000 Penalty: 3078.431396
	Iteration 18Q: 3 clusters Score -3447729 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3447752.250000 Penalty: 3078.431396
	Iteration 19Q: 3 clusters Score -3447752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3447761.250000 Penalty: 3078.431396
	Iteration 20F: 3 clusters Score -3447761 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3447776.000000 Penalty: 3078.431396
	Iteration 21Q: 3 clusters Score -3447776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3447788.500000 Penalty: 3078.431396
	Iteration 22Q: 3 clusters Score -3447788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3447793.250000 Penalty: 3078.431396
	Iteration 23Q: 3 clusters Score -3447793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3447804.000000 Penalty: 3078.431396
	Iteration 24Q: 3 clusters Score -3447804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3447815.750000 Penalty: 3078.431396
	Iteration 25Q: 3 clusters Score -3447816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3447806.000000 Penalty: 3078.431396
	Iteration 26Q: 3 clusters Score -3447806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3447817.500000 Penalty: 3078.431396
	Iteration 27Q: 3 clusters Score -3447818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3447823.750000 Penalty: 3078.431396
	Iteration 28Q: 3 clusters Score -3447824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3447820.250000 Penalty: 3078.431396
	Iteration 29Q: 3 clusters Score -3447820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3447832.500000 Penalty: 3078.431396
	Iteration 30Q: 3 clusters Score -3447832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3447837.750000 Penalty: 3078.431396
	Iteration 31Q: 3 clusters Score -3447838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3447831.250000 Penalty: 3078.431396
	Iteration 32Q: 3 clusters Score -3447831 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3447849.750000 Penalty: 3078.431396
	Iteration 33Q: 3 clusters Score -3447850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3447851.750000 Penalty: 3078.431396
	Iteration 34Q: 3 clusters Score -3447852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3447862.750000 Penalty: 3078.431396
	Iteration 35Q: 3 clusters Score -3447863 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3447857.000000 Penalty: 3078.431396
	Iteration 36Q: 3 clusters Score -3447857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3447879.000000 Penalty: 3078.431396
	Iteration 37Q: 3 clusters Score -3447879 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3447881.750000 Penalty: 3078.431396
	Iteration 38Q: 3 clusters Score -3447882 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3447896.750000 Penalty: 3078.431396
	Iteration 39Q: 3 clusters Score -3447897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3447905.500000 Penalty: 3078.431396
	Iteration 40F: 3 clusters Score -3447906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3447903.000000 Penalty: 3078.431396
	Iteration 41Q: 3 clusters Score -3447903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -3447913.750000 Penalty: 3078.431396
	Iteration 42Q: 3 clusters Score -3447914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3447920.500000 Penalty: 3078.431396
	Iteration 43Q: 3 clusters Score -3447920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3447926.500000 Penalty: 3078.431396
	Iteration 44Q: 3 clusters Score -3447926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -3447935.750000 Penalty: 3078.431396
	Iteration 45Q: 3 clusters Score -3447936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3447942.000000 Penalty: 3078.431396
	Iteration 46Q: 3 clusters Score -3447942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -3447947.500000 Penalty: 3078.431396
	Iteration 47Q: 3 clusters Score -3447948 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3447956.500000 Penalty: 3078.431396
	Iteration 48Q: 3 clusters Score -3447956 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3447968.250000 Penalty: 3078.431396
	Iteration 49Q: 3 clusters Score -3447968 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3447982.500000 Penalty: 3078.431396
	Iteration 50Q: 3 clusters Score -3447982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3447993.750000 Penalty: 3078.431396
	Iteration 51Q: 3 clusters Score -3447994 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3448011.250000 Penalty: 3078.431396
	Iteration 52Q: 3 clusters Score -3448011 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -3448020.750000 Penalty: 3078.431396
	Iteration 53Q: 3 clusters Score -3448021 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -3448027.000000 Penalty: 3078.431396
	Iteration 54Q: 3 clusters Score -3448027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3448042.750000 Penalty: 3078.431396
	Iteration 55Q: 3 clusters Score -3448043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3448055.250000 Penalty: 3078.431396
	Iteration 56Q: 3 clusters Score -3448055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3448059.250000 Penalty: 3078.431396
	Iteration 57Q: 3 clusters Score -3448059 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3448077.750000 Penalty: 3078.431396
	Iteration 58Q: 3 clusters Score -3448078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3448092.500000 Penalty: 3078.431396
	Iteration 59Q: 3 clusters Score -3448092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3448109.750000 Penalty: 3078.431396
	Iteration 60F: 3 clusters Score -3448110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3448123.500000 Penalty: 3078.431396
	Iteration 61Q: 3 clusters Score -3448124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3448147.000000 Penalty: 3078.431396
	Iteration 62Q: 3 clusters Score -3448147 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3448170.500000 Penalty: 3078.431396
	Iteration 63Q: 3 clusters Score -3448170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3448184.000000 Penalty: 3078.431396
	Iteration 64Q: 3 clusters Score -3448184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3448205.000000 Penalty: 3078.431396
	Iteration 65Q: 3 clusters Score -3448205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3448219.500000 Penalty: 3078.431396
	Iteration 66Q: 3 clusters Score -3448220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3448227.750000 Penalty: 3078.431396
	Iteration 67Q: 3 clusters Score -3448228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -3448234.250000 Penalty: 3078.431396
	Iteration 68Q: 3 clusters Score -3448234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3448258.250000 Penalty: 3078.431396
	Iteration 69Q: 3 clusters Score -3448258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3448272.750000 Penalty: 3078.431396
	Iteration 70Q: 3 clusters Score -3448273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3448278.750000 Penalty: 3078.431396
	Iteration 71Q: 3 clusters Score -3448279 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3448302.000000 Penalty: 3078.431396
	Iteration 72Q: 3 clusters Score -3448302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3448310.500000 Penalty: 3078.431396
	Iteration 73Q: 3 clusters Score -3448310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3448331.500000 Penalty: 3078.431396
	Iteration 74Q: 3 clusters Score -3448332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3448345.500000 Penalty: 3078.431396
	Iteration 75Q: 3 clusters Score -3448346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3448364.750000 Penalty: 3078.431396
	Iteration 76Q: 3 clusters Score -3448365 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3448371.500000 Penalty: 3078.431396
	Iteration 77Q: 3 clusters Score -3448372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3448381.250000 Penalty: 3078.431396
	Iteration 78Q: 3 clusters Score -3448381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3448375.750000 Penalty: 3078.431396
	Iteration 79Q: 3 clusters Score -3448376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3448396.750000 Penalty: 3078.431396
	Iteration 80F: 3 clusters Score -3448397 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3448404.250000 Penalty: 3078.431396
	Iteration 81Q: 3 clusters Score -3448404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3448409.250000 Penalty: 3078.431396
	Iteration 82Q: 3 clusters Score -3448409 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3448425.750000 Penalty: 3078.431396
	Iteration 83Q: 3 clusters Score -3448426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3448431.500000 Penalty: 3078.431396
	Iteration 84Q: 3 clusters Score -3448432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3448442.250000 Penalty: 3078.431396
	Iteration 85Q: 3 clusters Score -3448442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3448456.250000 Penalty: 3078.431396
	Iteration 86Q: 3 clusters Score -3448456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3448455.750000 Penalty: 3078.431396
	Iteration 87Q: 3 clusters Score -3448456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3448470.000000 Penalty: 3078.431396
	Iteration 88Q: 3 clusters Score -3448470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3448484.500000 Penalty: 3078.431396
	Iteration 89Q: 3 clusters Score -3448484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3448478.750000 Penalty: 3078.431396
	Iteration 90Q: 3 clusters Score -3448479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3448485.250000 Penalty: 3078.431396
	Iteration 91Q: 3 clusters Score -3448485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3448490.750000 Penalty: 3078.431396
	Iteration 92Q: 3 clusters Score -3448491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3448496.000000 Penalty: 3078.431396
	Iteration 93Q: 3 clusters Score -3448496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3448499.500000 Penalty: 3078.431396
	Iteration 94Q: 3 clusters Score -3448500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3448492.500000 Penalty: 3078.431396
	Iteration 95Q: 3 clusters Score -3448492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3448498.250000 Penalty: 3078.431396
	Iteration 96Q: 3 clusters Score -3448498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3448497.500000 Penalty: 3078.431396
	Iteration 97Q: 3 clusters Score -3448498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3448503.500000 Penalty: 3078.431396
	Iteration 98Q: 3 clusters Score -3448504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3448504.000000 Penalty: 3078.431396
	Iteration 99Q: 3 clusters Score -3448504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3448508.500000 Penalty: 3078.431396
	Iteration 100F: 3 clusters Score -3448508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3448519.750000 Penalty: 3078.431396
	Iteration 101Q: 3 clusters Score -3448520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3448525.500000 Penalty: 3078.431396
	Iteration 102Q: 3 clusters Score -3448526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3448528.000000 Penalty: 3078.431396
	Iteration 103Q: 3 clusters Score -3448528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3448527.000000 Penalty: 3078.431396
	Iteration 104Q: 3 clusters Score -3448527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3448532.500000 Penalty: 3078.431396
	Iteration 105Q: 3 clusters Score -3448532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3448542.250000 Penalty: 3078.431396
	Iteration 106Q: 3 clusters Score -3448542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3448541.750000 Penalty: 3078.431396
	Iteration 107Q: 3 clusters Score -3448542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3448538.250000 Penalty: 3078.431396
	Iteration 108Q: 3 clusters Score -3448538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3448542.750000 Penalty: 3078.431396
	Iteration 109Q: 3 clusters Score -3448543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3448548.250000 Penalty: 3078.431396
	Iteration 110Q: 3 clusters Score -3448548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3448548.000000 Penalty: 3078.431396
	Iteration 111Q: 3 clusters Score -3448548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3448547.500000 Penalty: 3078.431396
	Iteration 112Q: 3 clusters Score -3448548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3448552.000000 Penalty: 3078.431396
	Iteration 113Q: 3 clusters Score -3448552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3448550.750000 Penalty: 3078.431396
	Iteration 114Q: 3 clusters Score -3448551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3448556.750000 Penalty: 3078.431396
	Iteration 115Q: 3 clusters Score -3448557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3448560.500000 Penalty: 3078.431396
	Iteration 116Q: 3 clusters Score -3448560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3448559.750000 Penalty: 3078.431396
	Iteration 117Q: 3 clusters Score -3448560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3448561.250000 Penalty: 3078.431396
	Iteration 118Q: 3 clusters Score -3448561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3448561.250000 Penalty: 3078.431396
	Iteration 119Q: 3 clusters Score -3448561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3448571.000000 Penalty: 3078.431396
	Iteration 120F: 3 clusters Score -3448571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3448579.500000 Penalty: 3078.431396
	Iteration 121Q: 3 clusters Score -3448580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3448584.500000 Penalty: 3078.431396
	Iteration 122Q: 3 clusters Score -3448584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3448588.000000 Penalty: 3078.431396
	Iteration 123Q: 3 clusters Score -3448588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3448588.500000 Penalty: 3078.431396
	Iteration 124Q: 3 clusters Score -3448588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3448596.250000 Penalty: 3078.431396
	Iteration 125Q: 3 clusters Score -3448596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3448595.500000 Penalty: 3078.431396
	Iteration 126Q: 3 clusters Score -3448596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3448596.250000 Penalty: 3078.431396
	Iteration 127Q: 3 clusters Score -3448596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3448600.250000 Penalty: 3078.431396
	Iteration 128Q: 3 clusters Score -3448600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3448604.750000 Penalty: 3078.431396
	Iteration 129Q: 3 clusters Score -3448605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3448607.500000 Penalty: 3078.431396
	Iteration 130Q: 3 clusters Score -3448608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3448598.250000 Penalty: 3078.431396
	Iteration 131Q: 3 clusters Score -3448598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3448606.000000 Penalty: 3078.431396
	Iteration 132Q: 3 clusters Score -3448606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3448613.750000 Penalty: 3078.431396
	Iteration 133Q: 3 clusters Score -3448614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3448623.500000 Penalty: 3078.431396
	Iteration 134Q: 3 clusters Score -3448624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3448617.250000 Penalty: 3078.431396
	Iteration 135Q: 3 clusters Score -3448617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3448618.250000 Penalty: 3078.431396
	Iteration 136Q: 3 clusters Score -3448618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3448619.000000 Penalty: 3078.431396
	Iteration 137Q: 3 clusters Score -3448619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3448616.750000 Penalty: 3078.431396
	Iteration 138Q: 3 clusters Score -3448617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3448618.500000 Penalty: 3078.431396
	Iteration 139Q: 3 clusters Score -3448618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3448620.500000 Penalty: 3078.431396
	Iteration 140F: 3 clusters Score -3448620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3448628.250000 Penalty: 3078.431396
	Iteration 141Q: 3 clusters Score -3448628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3448622.500000 Penalty: 3078.431396
	Iteration 142Q: 3 clusters Score -3448622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3448622.750000 Penalty: 3078.431396
	Iteration 143Q: 3 clusters Score -3448623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3448622.750000 Penalty: 3078.431396
	Iteration 144F: 3 clusters Score -3448623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Entering Unmasked Estep 
Score: -3119035.250000 Penalty: 1522.986816
	Iteration 0F: 2 clusters Score -3119035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3100926.750000 Penalty: 3045.973633
	Iteration 0F: 3 clusters Score -3100927 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3107735.000000 Penalty: 3045.973633
	Iteration 1F: 3 clusters Score -3107735 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3108325.250000 Penalty: 3045.973633
	Iteration 2F: 3 clusters Score -3108325 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3109078.750000 Penalty: 3045.973633
	Iteration 3F: 3 clusters Score -3109079 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3110006.000000 Penalty: 3045.973633
	Iteration 4F: 3 clusters Score -3110006 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -3111043.750000 Penalty: 3045.973633
	Iteration 5F: 3 clusters Score -3111044 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3112205.500000 Penalty: 3045.973633
	Iteration 6F: 3 clusters Score -3112206 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3113356.750000 Penalty: 3045.973633
	Iteration 7F: 3 clusters Score -3113357 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3114419.250000 Penalty: 3045.973633
	Iteration 8F: 3 clusters Score -3114419 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3115357.750000 Penalty: 3045.973633
	Iteration 9Q: 3 clusters Score -3115358 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3116131.500000 Penalty: 3045.973633
	Iteration 10Q: 3 clusters Score -3116132 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3116691.000000 Penalty: 3045.973633
	Iteration 11Q: 3 clusters Score -3116691 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3117067.500000 Penalty: 3045.973633
	Iteration 12Q: 3 clusters Score -3117068 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3117314.000000 Penalty: 3045.973633
	Iteration 13Q: 3 clusters Score -3117314 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3117495.500000 Penalty: 3045.973633
	Iteration 14Q: 3 clusters Score -3117496 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3117601.250000 Penalty: 3045.973633
	Iteration 15Q: 3 clusters Score -3117601 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3117692.250000 Penalty: 3045.973633
	Iteration 16Q: 3 clusters Score -3117692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3117744.000000 Penalty: 3045.973633
	Iteration 17Q: 3 clusters Score -3117744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3117792.250000 Penalty: 3045.973633
	Iteration 18Q: 3 clusters Score -3117792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3117825.750000 Penalty: 3045.973633
	Iteration 19Q: 3 clusters Score -3117826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3117853.000000 Penalty: 3045.973633
	Iteration 20F: 3 clusters Score -3117853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3117868.750000 Penalty: 3045.973633
	Iteration 21Q: 3 clusters Score -3117869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3117890.750000 Penalty: 3045.973633
	Iteration 22Q: 3 clusters Score -3117891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3117910.000000 Penalty: 3045.973633
	Iteration 23Q: 3 clusters Score -3117910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3117923.000000 Penalty: 3045.973633
	Iteration 24Q: 3 clusters Score -3117923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3117937.250000 Penalty: 3045.973633
	Iteration 25Q: 3 clusters Score -3117937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3117944.250000 Penalty: 3045.973633
	Iteration 26Q: 3 clusters Score -3117944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3117961.250000 Penalty: 3045.973633
	Iteration 27Q: 3 clusters Score -3117961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3117965.500000 Penalty: 3045.973633
	Iteration 28Q: 3 clusters Score -3117966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -3117973.750000 Penalty: 3045.973633
	Iteration 29Q: 3 clusters Score -3117974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3117988.250000 Penalty: 3045.973633
	Iteration 30Q: 3 clusters Score -3117988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3117992.500000 Penalty: 3045.973633
	Iteration 31Q: 3 clusters Score -3117992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3117996.000000 Penalty: 3045.973633
	Iteration 32Q: 3 clusters Score -3117996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3118004.500000 Penalty: 3045.973633
	Iteration 33Q: 3 clusters Score -3118004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3118008.500000 Penalty: 3045.973633
	Iteration 34Q: 3 clusters Score -3118008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3118009.750000 Penalty: 3045.973633
	Iteration 35Q: 3 clusters Score -3118010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3118019.000000 Penalty: 3045.973633
	Iteration 36Q: 3 clusters Score -3118019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3118023.500000 Penalty: 3045.973633
	Iteration 37Q: 3 clusters Score -3118024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3118027.750000 Penalty: 3045.973633
	Iteration 38Q: 3 clusters Score -3118028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3118027.250000 Penalty: 3045.973633
	Iteration 39Q: 3 clusters Score -3118027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3118028.500000 Penalty: 3045.973633
	Iteration 40F: 3 clusters Score -3118028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3118034.250000 Penalty: 3045.973633
	Iteration 41Q: 3 clusters Score -3118034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3118034.250000 Penalty: 3045.973633
	Iteration 42F: 3 clusters Score -3118034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Entering Unmasked Estep 
Score: -2604013.750000 Penalty: 1496.822998
	Iteration 0F: 2 clusters Score -2604014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2588828.250000 Penalty: 2993.645996
	Iteration 0F: 3 clusters Score -2588828 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2594292.250000 Penalty: 2993.645996
	Iteration 1F: 3 clusters Score -2594292 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2594633.250000 Penalty: 2993.645996
	Iteration 2Q: 3 clusters Score -2594633 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2594921.750000 Penalty: 2993.645996
	Iteration 3Q: 3 clusters Score -2594922 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2595177.250000 Penalty: 2993.645996
	Iteration 4Q: 3 clusters Score -2595177 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2595408.750000 Penalty: 2993.645996
	Iteration 5Q: 3 clusters Score -2595409 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2595667.500000 Penalty: 2993.645996
	Iteration 6Q: 3 clusters Score -2595668 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2595954.000000 Penalty: 2993.645996
	Iteration 7Q: 3 clusters Score -2595954 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2596328.500000 Penalty: 2993.645996
	Iteration 8Q: 3 clusters Score -2596328 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2596895.250000 Penalty: 2993.645996
	Iteration 9Q: 3 clusters Score -2596895 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2597720.750000 Penalty: 2993.645996
	Iteration 10F: 3 clusters Score -2597721 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2598717.000000 Penalty: 2993.645996
	Iteration 11F: 3 clusters Score -2598717 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2599727.250000 Penalty: 2993.645996
	Iteration 12F: 3 clusters Score -2599727 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2600673.000000 Penalty: 2993.645996
	Iteration 13F: 3 clusters Score -2600673 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2601415.500000 Penalty: 2993.645996
	Iteration 14Q: 3 clusters Score -2601416 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2601919.250000 Penalty: 2993.645996
	Iteration 15Q: 3 clusters Score -2601919 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2602245.250000 Penalty: 2993.645996
	Iteration 16Q: 3 clusters Score -2602245 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2602459.500000 Penalty: 2993.645996
	Iteration 17Q: 3 clusters Score -2602460 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2602623.500000 Penalty: 2993.645996
	Iteration 18Q: 3 clusters Score -2602624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2602717.500000 Penalty: 2993.645996
	Iteration 19Q: 3 clusters Score -2602718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2602788.500000 Penalty: 2993.645996
	Iteration 20F: 3 clusters Score -2602788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2602822.500000 Penalty: 2993.645996
	Iteration 21Q: 3 clusters Score -2602822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2602835.000000 Penalty: 2993.645996
	Iteration 22Q: 3 clusters Score -2602835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2602856.500000 Penalty: 2993.645996
	Iteration 23Q: 3 clusters Score -2602856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2602879.250000 Penalty: 2993.645996
	Iteration 24Q: 3 clusters Score -2602879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2602897.500000 Penalty: 2993.645996
	Iteration 25Q: 3 clusters Score -2602898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2602905.000000 Penalty: 2993.645996
	Iteration 26Q: 3 clusters Score -2602905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2602919.250000 Penalty: 2993.645996
	Iteration 27Q: 3 clusters Score -2602919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2602932.500000 Penalty: 2993.645996
	Iteration 28Q: 3 clusters Score -2602932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2602936.750000 Penalty: 2993.645996
	Iteration 29Q: 3 clusters Score -2602937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2602942.750000 Penalty: 2993.645996
	Iteration 30Q: 3 clusters Score -2602943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2602947.750000 Penalty: 2993.645996
	Iteration 31Q: 3 clusters Score -2602948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2602960.250000 Penalty: 2993.645996
	Iteration 32Q: 3 clusters Score -2602960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2602969.750000 Penalty: 2993.645996
	Iteration 33Q: 3 clusters Score -2602970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2602975.000000 Penalty: 2993.645996
	Iteration 34Q: 3 clusters Score -2602975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2602974.750000 Penalty: 2993.645996
	Iteration 35Q: 3 clusters Score -2602975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2602974.000000 Penalty: 2993.645996
	Iteration 36Q: 3 clusters Score -2602974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2602976.000000 Penalty: 2993.645996
	Iteration 37Q: 3 clusters Score -2602976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2602979.250000 Penalty: 2993.645996
	Iteration 38Q: 3 clusters Score -2602979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2602981.750000 Penalty: 2993.645996
	Iteration 39Q: 3 clusters Score -2602982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2602981.000000 Penalty: 2993.645996
	Iteration 40F: 3 clusters Score -2602981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Entering Unmasked Estep 
Score: -2483342.000000 Penalty: 1489.174438
	Iteration 0F: 2 clusters Score -2483342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2468793.500000 Penalty: 2978.348877
	Iteration 0F: 3 clusters Score -2468794 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2474000.000000 Penalty: 2978.348877
	Iteration 1F: 3 clusters Score -2474000 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2474417.750000 Penalty: 2978.348877
	Iteration 2F: 3 clusters Score -2474418 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2474808.000000 Penalty: 2978.348877
	Iteration 3Q: 3 clusters Score -2474808 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2475184.250000 Penalty: 2978.348877
	Iteration 4Q: 3 clusters Score -2475184 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2475639.000000 Penalty: 2978.348877
	Iteration 5Q: 3 clusters Score -2475639 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2476104.250000 Penalty: 2978.348877
	Iteration 6Q: 3 clusters Score -2476104 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2476598.500000 Penalty: 2978.348877
	Iteration 7Q: 3 clusters Score -2476598 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2477131.000000 Penalty: 2978.348877
	Iteration 8Q: 3 clusters Score -2477131 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2477607.000000 Penalty: 2978.348877
	Iteration 9Q: 3 clusters Score -2477607 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2478079.750000 Penalty: 2978.348877
	Iteration 10Q: 3 clusters Score -2478080 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2478532.500000 Penalty: 2978.348877
	Iteration 11Q: 3 clusters Score -2478532 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2478963.750000 Penalty: 2978.348877
	Iteration 12Q: 3 clusters Score -2478964 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2479325.250000 Penalty: 2978.348877
	Iteration 13Q: 3 clusters Score -2479325 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2479673.500000 Penalty: 2978.348877
	Iteration 14Q: 3 clusters Score -2479674 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2480019.750000 Penalty: 2978.348877
	Iteration 15Q: 3 clusters Score -2480020 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2480407.750000 Penalty: 2978.348877
	Iteration 16Q: 3 clusters Score -2480408 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2480820.500000 Penalty: 2978.348877
	Iteration 17Q: 3 clusters Score -2480820 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2481153.250000 Penalty: 2978.348877
	Iteration 18Q: 3 clusters Score -2481153 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2481419.750000 Penalty: 2978.348877
	Iteration 19Q: 3 clusters Score -2481420 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2481641.500000 Penalty: 2978.348877
	Iteration 20F: 3 clusters Score -2481642 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2481803.250000 Penalty: 2978.348877
	Iteration 21Q: 3 clusters Score -2481803 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2481931.000000 Penalty: 2978.348877
	Iteration 22Q: 3 clusters Score -2481931 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2482030.250000 Penalty: 2978.348877
	Iteration 23Q: 3 clusters Score -2482030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2482100.500000 Penalty: 2978.348877
	Iteration 24Q: 3 clusters Score -2482100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2482146.750000 Penalty: 2978.348877
	Iteration 25Q: 3 clusters Score -2482147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2482194.250000 Penalty: 2978.348877
	Iteration 26Q: 3 clusters Score -2482194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2482234.750000 Penalty: 2978.348877
	Iteration 27Q: 3 clusters Score -2482235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2482272.250000 Penalty: 2978.348877
	Iteration 28Q: 3 clusters Score -2482272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2482313.250000 Penalty: 2978.348877
	Iteration 29Q: 3 clusters Score -2482313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2482337.250000 Penalty: 2978.348877
	Iteration 30Q: 3 clusters Score -2482337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2482356.500000 Penalty: 2978.348877
	Iteration 31Q: 3 clusters Score -2482356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2482374.000000 Penalty: 2978.348877
	Iteration 32Q: 3 clusters Score -2482374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2482385.000000 Penalty: 2978.348877
	Iteration 33Q: 3 clusters Score -2482385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2482402.000000 Penalty: 2978.348877
	Iteration 34Q: 3 clusters Score -2482402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2482408.250000 Penalty: 2978.348877
	Iteration 35Q: 3 clusters Score -2482408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2482411.000000 Penalty: 2978.348877
	Iteration 36Q: 3 clusters Score -2482411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2482413.250000 Penalty: 2978.348877
	Iteration 37Q: 3 clusters Score -2482413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2482418.000000 Penalty: 2978.348877
	Iteration 38Q: 3 clusters Score -2482418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2482422.250000 Penalty: 2978.348877
	Iteration 39Q: 3 clusters Score -2482422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2482421.750000 Penalty: 2978.348877
	Iteration 40F: 3 clusters Score -2482422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2482422.000000 Penalty: 2978.348877
	Iteration 41Q: 3 clusters Score -2482422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2482422.000000 Penalty: 2978.348877
	Iteration 42F: 3 clusters Score -2482422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Entering Unmasked Estep 
Score: -1549199.875000 Penalty: 1425.015747
	Iteration 0F: 2 clusters Score -1549200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1539673.750000 Penalty: 2850.031494
	Iteration 0F: 3 clusters Score -1539674 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1543082.250000 Penalty: 2850.031494
	Iteration 1F: 3 clusters Score -1543082 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1543576.250000 Penalty: 2850.031494
	Iteration 2F: 3 clusters Score -1543576 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1544079.625000 Penalty: 2850.031494
	Iteration 3F: 3 clusters Score -1544080 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1544594.125000 Penalty: 2850.031494
	Iteration 4F: 3 clusters Score -1544594 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1545082.750000 Penalty: 2850.031494
	Iteration 5F: 3 clusters Score -1545083 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1545539.750000 Penalty: 2850.031494
	Iteration 6F: 3 clusters Score -1545540 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1545960.375000 Penalty: 2850.031494
	Iteration 7Q: 3 clusters Score -1545960 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1546344.375000 Penalty: 2850.031494
	Iteration 8Q: 3 clusters Score -1546344 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1546731.125000 Penalty: 2850.031494
	Iteration 9Q: 3 clusters Score -1546731 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1547049.500000 Penalty: 2850.031494
	Iteration 10Q: 3 clusters Score -1547050 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1547298.750000 Penalty: 2850.031494
	Iteration 11Q: 3 clusters Score -1547299 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1547467.000000 Penalty: 2850.031494
	Iteration 12Q: 3 clusters Score -1547467 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1547602.250000 Penalty: 2850.031494
	Iteration 13Q: 3 clusters Score -1547602 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1547685.250000 Penalty: 2850.031494
	Iteration 14Q: 3 clusters Score -1547685 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1547740.125000 Penalty: 2850.031494
	Iteration 15Q: 3 clusters Score -1547740 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1547771.750000 Penalty: 2850.031494
	Iteration 16Q: 3 clusters Score -1547772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1547793.250000 Penalty: 2850.031494
	Iteration 17Q: 3 clusters Score -1547793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1547807.000000 Penalty: 2850.031494
	Iteration 18Q: 3 clusters Score -1547807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1547823.875000 Penalty: 2850.031494
	Iteration 19Q: 3 clusters Score -1547824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1547841.750000 Penalty: 2850.031494
	Iteration 20F: 3 clusters Score -1547842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1547855.875000 Penalty: 2850.031494
	Iteration 21Q: 3 clusters Score -1547856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1547867.875000 Penalty: 2850.031494
	Iteration 22Q: 3 clusters Score -1547868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1547891.000000 Penalty: 2850.031494
	Iteration 23Q: 3 clusters Score -1547891 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1547905.500000 Penalty: 2850.031494
	Iteration 24Q: 3 clusters Score -1547906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1547934.125000 Penalty: 2850.031494
	Iteration 25Q: 3 clusters Score -1547934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1547952.500000 Penalty: 2850.031494
	Iteration 26Q: 3 clusters Score -1547952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1547969.750000 Penalty: 2850.031494
	Iteration 27Q: 3 clusters Score -1547970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1547987.000000 Penalty: 2850.031494
	Iteration 28Q: 3 clusters Score -1547987 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1547994.125000 Penalty: 2850.031494
	Iteration 29Q: 3 clusters Score -1547994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1548007.125000 Penalty: 2850.031494
	Iteration 30Q: 3 clusters Score -1548007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1548011.625000 Penalty: 2850.031494
	Iteration 31Q: 3 clusters Score -1548012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1548019.625000 Penalty: 2850.031494
	Iteration 32Q: 3 clusters Score -1548020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1548022.625000 Penalty: 2850.031494
	Iteration 33Q: 3 clusters Score -1548023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1548028.000000 Penalty: 2850.031494
	Iteration 34Q: 3 clusters Score -1548028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1548028.500000 Penalty: 2850.031494
	Iteration 35Q: 3 clusters Score -1548028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1548029.875000 Penalty: 2850.031494
	Iteration 36Q: 3 clusters Score -1548030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1548030.375000 Penalty: 2850.031494
	Iteration 37Q: 3 clusters Score -1548030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1548032.375000 Penalty: 2850.031494
	Iteration 38Q: 3 clusters Score -1548032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1548031.125000 Penalty: 2850.031494
	Iteration 39Q: 3 clusters Score -1548031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1548036.375000 Penalty: 2850.031494
	Iteration 40F: 3 clusters Score -1548036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1548036.875000 Penalty: 2850.031494
	Iteration 41Q: 3 clusters Score -1548037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1548034.250000 Penalty: 2850.031494
	Iteration 42Q: 3 clusters Score -1548034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1548036.000000 Penalty: 2850.031494
	Iteration 43Q: 3 clusters Score -1548036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1548039.750000 Penalty: 2850.031494
	Iteration 44Q: 3 clusters Score -1548040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1548039.000000 Penalty: 2850.031494
	Iteration 45Q: 3 clusters Score -1548039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1548040.375000 Penalty: 2850.031494
	Iteration 46Q: 3 clusters Score -1548040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1548038.375000 Penalty: 2850.031494
	Iteration 47Q: 3 clusters Score -1548038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1548039.000000 Penalty: 2850.031494
	Iteration 48Q: 3 clusters Score -1548039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1548041.375000 Penalty: 2850.031494
	Iteration 49Q: 3 clusters Score -1548041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1548040.625000 Penalty: 2850.031494
	Iteration 50Q: 3 clusters Score -1548041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1548041.625000 Penalty: 2850.031494
	Iteration 51Q: 3 clusters Score -1548042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1548038.875000 Penalty: 2850.031494
	Iteration 52Q: 3 clusters Score -1548039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1548042.250000 Penalty: 2850.031494
	Iteration 53Q: 3 clusters Score -1548042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1548043.000000 Penalty: 2850.031494
	Iteration 54Q: 3 clusters Score -1548043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1548045.625000 Penalty: 2850.031494
	Iteration 55Q: 3 clusters Score -1548046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1548046.875000 Penalty: 2850.031494
	Iteration 56Q: 3 clusters Score -1548047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1548049.375000 Penalty: 2850.031494
	Iteration 57Q: 3 clusters Score -1548049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1548048.625000 Penalty: 2850.031494
	Iteration 58Q: 3 clusters Score -1548049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1548050.000000 Penalty: 2850.031494
	Iteration 59Q: 3 clusters Score -1548050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1548050.625000 Penalty: 2850.031494
	Iteration 60F: 3 clusters Score -1548051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1548050.750000 Penalty: 2850.031494
	Iteration 61Q: 3 clusters Score -1548051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1548053.750000 Penalty: 2850.031494
	Iteration 62Q: 3 clusters Score -1548054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1548052.750000 Penalty: 2850.031494
	Iteration 63Q: 3 clusters Score -1548053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1548051.500000 Penalty: 2850.031494
	Iteration 64Q: 3 clusters Score -1548052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1548055.875000 Penalty: 2850.031494
	Iteration 65Q: 3 clusters Score -1548056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1548052.875000 Penalty: 2850.031494
	Iteration 66Q: 3 clusters Score -1548053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1548052.375000 Penalty: 2850.031494
	Iteration 67Q: 3 clusters Score -1548052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1548053.875000 Penalty: 2850.031494
	Iteration 68Q: 3 clusters Score -1548054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1548053.875000 Penalty: 2850.031494
	Iteration 69F: 3 clusters Score -1548054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Entering Unmasked Estep 
Score: -1090842.125000 Penalty: 1370.364746
	Iteration 0F: 2 clusters Score -1090842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1084021.500000 Penalty: 2740.729492
	Iteration 0F: 3 clusters Score -1084022 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1086202.250000 Penalty: 2740.729492
	Iteration 1F: 3 clusters Score -1086202 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1086546.000000 Penalty: 2740.729492
	Iteration 2F: 3 clusters Score -1086546 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1086767.500000 Penalty: 2740.729492
	Iteration 3F: 3 clusters Score -1086768 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1086925.125000 Penalty: 2740.729492
	Iteration 4Q: 3 clusters Score -1086925 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1087032.250000 Penalty: 2740.729492
	Iteration 5Q: 3 clusters Score -1087032 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1087124.500000 Penalty: 2740.729492
	Iteration 6Q: 3 clusters Score -1087124 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1087215.125000 Penalty: 2740.729492
	Iteration 7Q: 3 clusters Score -1087215 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1087315.250000 Penalty: 2740.729492
	Iteration 8Q: 3 clusters Score -1087315 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1087411.250000 Penalty: 2740.729492
	Iteration 9Q: 3 clusters Score -1087411 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1087531.500000 Penalty: 2740.729492
	Iteration 10Q: 3 clusters Score -1087532 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1087650.250000 Penalty: 2740.729492
	Iteration 11Q: 3 clusters Score -1087650 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1087784.625000 Penalty: 2740.729492
	Iteration 12Q: 3 clusters Score -1087785 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1087925.000000 Penalty: 2740.729492
	Iteration 13Q: 3 clusters Score -1087925 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1088097.125000 Penalty: 2740.729492
	Iteration 14Q: 3 clusters Score -1088097 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1088282.750000 Penalty: 2740.729492
	Iteration 15Q: 3 clusters Score -1088283 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1088442.375000 Penalty: 2740.729492
	Iteration 16Q: 3 clusters Score -1088442 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1088590.375000 Penalty: 2740.729492
	Iteration 17Q: 3 clusters Score -1088590 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1088747.000000 Penalty: 2740.729492
	Iteration 18Q: 3 clusters Score -1088747 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1088913.375000 Penalty: 2740.729492
	Iteration 19Q: 3 clusters Score -1088913 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1089054.000000 Penalty: 2740.729492
	Iteration 20F: 3 clusters Score -1089054 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1089174.375000 Penalty: 2740.729492
	Iteration 21Q: 3 clusters Score -1089174 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1089268.875000 Penalty: 2740.729492
	Iteration 22Q: 3 clusters Score -1089269 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1089358.125000 Penalty: 2740.729492
	Iteration 23Q: 3 clusters Score -1089358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1089438.125000 Penalty: 2740.729492
	Iteration 24Q: 3 clusters Score -1089438 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1089505.500000 Penalty: 2740.729492
	Iteration 25Q: 3 clusters Score -1089506 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1089562.625000 Penalty: 2740.729492
	Iteration 26Q: 3 clusters Score -1089563 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1089605.375000 Penalty: 2740.729492
	Iteration 27Q: 3 clusters Score -1089605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1089648.750000 Penalty: 2740.729492
	Iteration 28Q: 3 clusters Score -1089649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1089684.875000 Penalty: 2740.729492
	Iteration 29Q: 3 clusters Score -1089685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1089707.000000 Penalty: 2740.729492
	Iteration 30Q: 3 clusters Score -1089707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1089728.625000 Penalty: 2740.729492
	Iteration 31Q: 3 clusters Score -1089729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1089744.875000 Penalty: 2740.729492
	Iteration 32Q: 3 clusters Score -1089745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1089761.875000 Penalty: 2740.729492
	Iteration 33Q: 3 clusters Score -1089762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1089778.375000 Penalty: 2740.729492
	Iteration 34Q: 3 clusters Score -1089778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1089788.375000 Penalty: 2740.729492
	Iteration 35Q: 3 clusters Score -1089788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1089799.125000 Penalty: 2740.729492
	Iteration 36Q: 3 clusters Score -1089799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1089806.875000 Penalty: 2740.729492
	Iteration 37Q: 3 clusters Score -1089807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1089817.250000 Penalty: 2740.729492
	Iteration 38Q: 3 clusters Score -1089817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1089824.875000 Penalty: 2740.729492
	Iteration 39Q: 3 clusters Score -1089825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1089830.625000 Penalty: 2740.729492
	Iteration 40F: 3 clusters Score -1089831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1089836.500000 Penalty: 2740.729492
	Iteration 41Q: 3 clusters Score -1089836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1089841.625000 Penalty: 2740.729492
	Iteration 42Q: 3 clusters Score -1089842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1089842.750000 Penalty: 2740.729492
	Iteration 43Q: 3 clusters Score -1089843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1089843.125000 Penalty: 2740.729492
	Iteration 44Q: 3 clusters Score -1089843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1089844.000000 Penalty: 2740.729492
	Iteration 45Q: 3 clusters Score -1089844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1089844.000000 Penalty: 2740.729492
	Iteration 46F: 3 clusters Score -1089844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Entering Unmasked Estep 
Score: -2965734.000000 Penalty: 1516.179932
	Iteration 0F: 2 clusters Score -2965734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2948496.500000 Penalty: 3032.359863
	Iteration 0F: 3 clusters Score -2948496 nChanged 11896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2955031.750000 Penalty: 3032.359863
	Iteration 1F: 3 clusters Score -2955032 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2955813.750000 Penalty: 3032.359863
	Iteration 2F: 3 clusters Score -2955814 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2956807.250000 Penalty: 3032.359863
	Iteration 3F: 3 clusters Score -2956807 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2958128.500000 Penalty: 3032.359863
	Iteration 4F: 3 clusters Score -2958128 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2959450.500000 Penalty: 3032.359863
	Iteration 5F: 3 clusters Score -2959450 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2960649.250000 Penalty: 3032.359863
	Iteration 6F: 3 clusters Score -2960649 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2961614.000000 Penalty: 3032.359863
	Iteration 7F: 3 clusters Score -2961614 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2962335.750000 Penalty: 3032.359863
	Iteration 8Q: 3 clusters Score -2962336 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2962928.000000 Penalty: 3032.359863
	Iteration 9Q: 3 clusters Score -2962928 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2963425.500000 Penalty: 3032.359863
	Iteration 10Q: 3 clusters Score -2963426 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2963808.000000 Penalty: 3032.359863
	Iteration 11Q: 3 clusters Score -2963808 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -2964114.750000 Penalty: 3032.359863
	Iteration 12Q: 3 clusters Score -2964115 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -2964297.250000 Penalty: 3032.359863
	Iteration 13Q: 3 clusters Score -2964297 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2964418.000000 Penalty: 3032.359863
	Iteration 14Q: 3 clusters Score -2964418 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2964537.500000 Penalty: 3032.359863
	Iteration 15Q: 3 clusters Score -2964538 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2964613.250000 Penalty: 3032.359863
	Iteration 16Q: 3 clusters Score -2964613 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -2964661.750000 Penalty: 3032.359863
	Iteration 17Q: 3 clusters Score -2964662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -2964698.500000 Penalty: 3032.359863
	Iteration 18Q: 3 clusters Score -2964698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -2964730.000000 Penalty: 3032.359863
	Iteration 19Q: 3 clusters Score -2964730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -2964742.000000 Penalty: 3032.359863
	Iteration 20F: 3 clusters Score -2964742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -2964748.500000 Penalty: 3032.359863
	Iteration 21Q: 3 clusters Score -2964748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -2964757.000000 Penalty: 3032.359863
	Iteration 22Q: 3 clusters Score -2964757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -2964769.000000 Penalty: 3032.359863
	Iteration 23Q: 3 clusters Score -2964769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -2964774.250000 Penalty: 3032.359863
	Iteration 24Q: 3 clusters Score -2964774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -2964788.500000 Penalty: 3032.359863
	Iteration 25Q: 3 clusters Score -2964788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -2964790.750000 Penalty: 3032.359863
	Iteration 26Q: 3 clusters Score -2964791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -2964795.750000 Penalty: 3032.359863
	Iteration 27Q: 3 clusters Score -2964796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -2964804.750000 Penalty: 3032.359863
	Iteration 28Q: 3 clusters Score -2964805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -2964808.750000 Penalty: 3032.359863
	Iteration 29Q: 3 clusters Score -2964809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -2964811.750000 Penalty: 3032.359863
	Iteration 30Q: 3 clusters Score -2964812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2964817.500000 Penalty: 3032.359863
	Iteration 31Q: 3 clusters Score -2964818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -2964824.000000 Penalty: 3032.359863
	Iteration 32Q: 3 clusters Score -2964824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -2964832.000000 Penalty: 3032.359863
	Iteration 33Q: 3 clusters Score -2964832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -2964837.500000 Penalty: 3032.359863
	Iteration 34Q: 3 clusters Score -2964838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -2964841.250000 Penalty: 3032.359863
	Iteration 35Q: 3 clusters Score -2964841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -2964836.250000 Penalty: 3032.359863
	Iteration 36Q: 3 clusters Score -2964836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -2964851.000000 Penalty: 3032.359863
	Iteration 37Q: 3 clusters Score -2964851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -2964853.750000 Penalty: 3032.359863
	Iteration 38Q: 3 clusters Score -2964854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -2964864.250000 Penalty: 3032.359863
	Iteration 39Q: 3 clusters Score -2964864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -2964869.500000 Penalty: 3032.359863
	Iteration 40F: 3 clusters Score -2964870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -2964878.000000 Penalty: 3032.359863
	Iteration 41Q: 3 clusters Score -2964878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -2964880.250000 Penalty: 3032.359863
	Iteration 42Q: 3 clusters Score -2964880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -2964885.750000 Penalty: 3032.359863
	Iteration 43Q: 3 clusters Score -2964886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -2964890.750000 Penalty: 3032.359863
	Iteration 44Q: 3 clusters Score -2964891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -2964890.000000 Penalty: 3032.359863
	Iteration 45Q: 3 clusters Score -2964890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2964895.000000 Penalty: 3032.359863
	Iteration 46Q: 3 clusters Score -2964895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2964896.750000 Penalty: 3032.359863
	Iteration 47Q: 3 clusters Score -2964897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -2964896.250000 Penalty: 3032.359863
	Iteration 48Q: 3 clusters Score -2964896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -2964904.000000 Penalty: 3032.359863
	Iteration 49Q: 3 clusters Score -2964904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -2964905.000000 Penalty: 3032.359863
	Iteration 50Q: 3 clusters Score -2964905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2964906.250000 Penalty: 3032.359863
	Iteration 51Q: 3 clusters Score -2964906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2964909.250000 Penalty: 3032.359863
	Iteration 52Q: 3 clusters Score -2964909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2964909.250000 Penalty: 3032.359863
	Iteration 53F: 3 clusters Score -2964909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Entering Unmasked Estep 
Score: -970545.875000 Penalty: 1356.857178
	Iteration 0F: 2 clusters Score -970545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -964314.000000 Penalty: 2713.714355
	Iteration 0F: 3 clusters Score -964314 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -966477.500000 Penalty: 2713.714355
	Iteration 1F: 3 clusters Score -966477.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -966808.375000 Penalty: 2713.714355
	Iteration 2F: 3 clusters Score -966808.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -967057.500000 Penalty: 2713.714355
	Iteration 3F: 3 clusters Score -967057.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -967255.312500 Penalty: 2713.714355
	Iteration 4Q: 3 clusters Score -967255.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -967432.375000 Penalty: 2713.714355
	Iteration 5Q: 3 clusters Score -967432.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -967583.625000 Penalty: 2713.714355
	Iteration 6Q: 3 clusters Score -967583.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -967733.000000 Penalty: 2713.714355
	Iteration 7Q: 3 clusters Score -967733 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -967888.750000 Penalty: 2713.714355
	Iteration 8Q: 3 clusters Score -967888.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -968062.875000 Penalty: 2713.714355
	Iteration 9Q: 3 clusters Score -968062.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -968231.437500 Penalty: 2713.714355
	Iteration 10Q: 3 clusters Score -968231.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -968402.125000 Penalty: 2713.714355
	Iteration 11Q: 3 clusters Score -968402.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -968547.500000 Penalty: 2713.714355
	Iteration 12Q: 3 clusters Score -968547.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -968660.812500 Penalty: 2713.714355
	Iteration 13Q: 3 clusters Score -968660.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -968737.625000 Penalty: 2713.714355
	Iteration 14Q: 3 clusters Score -968737.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -968788.500000 Penalty: 2713.714355
	Iteration 15Q: 3 clusters Score -968788.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -968827.437500 Penalty: 2713.714355
	Iteration 16Q: 3 clusters Score -968827.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -968859.875000 Penalty: 2713.714355
	Iteration 17Q: 3 clusters Score -968859.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -968880.437500 Penalty: 2713.714355
	Iteration 18Q: 3 clusters Score -968880.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -968893.062500 Penalty: 2713.714355
	Iteration 19Q: 3 clusters Score -968893.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -968909.437500 Penalty: 2713.714355
	Iteration 20F: 3 clusters Score -968909.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -968925.250000 Penalty: 2713.714355
	Iteration 21Q: 3 clusters Score -968925.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -968941.625000 Penalty: 2713.714355
	Iteration 22Q: 3 clusters Score -968941.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -968953.250000 Penalty: 2713.714355
	Iteration 23Q: 3 clusters Score -968953.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -968960.812500 Penalty: 2713.714355
	Iteration 24Q: 3 clusters Score -968960.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -968968.562500 Penalty: 2713.714355
	Iteration 25Q: 3 clusters Score -968968.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -968972.625000 Penalty: 2713.714355
	Iteration 26Q: 3 clusters Score -968972.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -968977.687500 Penalty: 2713.714355
	Iteration 27Q: 3 clusters Score -968977.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -968981.187500 Penalty: 2713.714355
	Iteration 28Q: 3 clusters Score -968981.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -968987.000000 Penalty: 2713.714355
	Iteration 29Q: 3 clusters Score -968987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -968995.500000 Penalty: 2713.714355
	Iteration 30Q: 3 clusters Score -968995.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -968998.687500 Penalty: 2713.714355
	Iteration 31Q: 3 clusters Score -968998.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -969003.000000 Penalty: 2713.714355
	Iteration 32Q: 3 clusters Score -969003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -969013.437500 Penalty: 2713.714355
	Iteration 33Q: 3 clusters Score -969013.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -969016.750000 Penalty: 2713.714355
	Iteration 34Q: 3 clusters Score -969016.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -969020.125000 Penalty: 2713.714355
	Iteration 35Q: 3 clusters Score -969020.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -969027.312500 Penalty: 2713.714355
	Iteration 36Q: 3 clusters Score -969027.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -969036.437500 Penalty: 2713.714355
	Iteration 37Q: 3 clusters Score -969036.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -969051.000000 Penalty: 2713.714355
	Iteration 38Q: 3 clusters Score -969051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -969061.062500 Penalty: 2713.714355
	Iteration 39Q: 3 clusters Score -969061.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -969084.750000 Penalty: 2713.714355
	Iteration 40F: 3 clusters Score -969084.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -969116.562500 Penalty: 2713.714355
	Iteration 41Q: 3 clusters Score -969116.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -969147.562500 Penalty: 2713.714355
	Iteration 42Q: 3 clusters Score -969147.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -969183.375000 Penalty: 2713.714355
	Iteration 43Q: 3 clusters Score -969183.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -969220.750000 Penalty: 2713.714355
	Iteration 44Q: 3 clusters Score -969220.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -969273.875000 Penalty: 2713.714355
	Iteration 45Q: 3 clusters Score -969273.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -969334.125000 Penalty: 2713.714355
	Iteration 46Q: 3 clusters Score -969334.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -969382.875000 Penalty: 2713.714355
	Iteration 47Q: 3 clusters Score -969382.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -969420.500000 Penalty: 2713.714355
	Iteration 48Q: 3 clusters Score -969420.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -969443.875000 Penalty: 2713.714355
	Iteration 49Q: 3 clusters Score -969443.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -969463.937500 Penalty: 2713.714355
	Iteration 50Q: 3 clusters Score -969463.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -969475.250000 Penalty: 2713.714355
	Iteration 51Q: 3 clusters Score -969475.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -969483.500000 Penalty: 2713.714355
	Iteration 52Q: 3 clusters Score -969483.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -969489.125000 Penalty: 2713.714355
	Iteration 53Q: 3 clusters Score -969489.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -969495.250000 Penalty: 2713.714355
	Iteration 54Q: 3 clusters Score -969495.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -969501.750000 Penalty: 2713.714355
	Iteration 55Q: 3 clusters Score -969501.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -969507.625000 Penalty: 2713.714355
	Iteration 56Q: 3 clusters Score -969507.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -969509.375000 Penalty: 2713.714355
	Iteration 57Q: 3 clusters Score -969509.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -969518.000000 Penalty: 2713.714355
	Iteration 58Q: 3 clusters Score -969518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -969519.187500 Penalty: 2713.714355
	Iteration 59Q: 3 clusters Score -969519.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -969525.437500 Penalty: 2713.714355
	Iteration 60F: 3 clusters Score -969525.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -969524.937500 Penalty: 2713.714355
	Iteration 61Q: 3 clusters Score -969524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -969529.062500 Penalty: 2713.714355
	Iteration 62Q: 3 clusters Score -969529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -969529.187500 Penalty: 2713.714355
	Iteration 63Q: 3 clusters Score -969529.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -969531.625000 Penalty: 2713.714355
	Iteration 64Q: 3 clusters Score -969531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -969531.750000 Penalty: 2713.714355
	Iteration 65Q: 3 clusters Score -969531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -969535.062500 Penalty: 2713.714355
	Iteration 66Q: 3 clusters Score -969535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -969534.312500 Penalty: 2713.714355
	Iteration 67Q: 3 clusters Score -969534.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -969533.812500 Penalty: 2713.714355
	Iteration 68Q: 3 clusters Score -969533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -969534.937500 Penalty: 2713.714355
	Iteration 69Q: 3 clusters Score -969534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -969537.062500 Penalty: 2713.714355
	Iteration 70Q: 3 clusters Score -969537.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -969537.687500 Penalty: 2713.714355
	Iteration 71Q: 3 clusters Score -969537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -969539.562500 Penalty: 2713.714355
	Iteration 72Q: 3 clusters Score -969539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -969537.875000 Penalty: 2713.714355
	Iteration 73Q: 3 clusters Score -969537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -969538.625000 Penalty: 2713.714355
	Iteration 74Q: 3 clusters Score -969538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -969541.750000 Penalty: 2713.714355
	Iteration 75Q: 3 clusters Score -969541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -969540.437500 Penalty: 2713.714355
	Iteration 76Q: 3 clusters Score -969540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -969542.000000 Penalty: 2713.714355
	Iteration 77Q: 3 clusters Score -969542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -969540.750000 Penalty: 2713.714355
	Iteration 78Q: 3 clusters Score -969540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -969543.187500 Penalty: 2713.714355
	Iteration 79Q: 3 clusters Score -969543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -969542.125000 Penalty: 2713.714355
	Iteration 80F: 3 clusters Score -969542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -969542.312500 Penalty: 2713.714355
	Iteration 81Q: 3 clusters Score -969542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -969543.312500 Penalty: 2713.714355
	Iteration 82Q: 3 clusters Score -969543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -969545.062500 Penalty: 2713.714355
	Iteration 83Q: 3 clusters Score -969545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -969543.250000 Penalty: 2713.714355
	Iteration 84Q: 3 clusters Score -969543.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -969543.250000 Penalty: 2713.714355
	Iteration 85F: 3 clusters Score -969543.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Entering Unmasked Estep 
Score: -1012814.687500 Penalty: 1361.180786
	Iteration 0F: 2 clusters Score -1012815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1006443.812500 Penalty: 2722.361572
	Iteration 0F: 3 clusters Score -1006444 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1008556.062500 Penalty: 2722.361572
	Iteration 1F: 3 clusters Score -1008556 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1008866.125000 Penalty: 2722.361572
	Iteration 2F: 3 clusters Score -1008866 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1009093.500000 Penalty: 2722.361572
	Iteration 3F: 3 clusters Score -1009094 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1009244.625000 Penalty: 2722.361572
	Iteration 4Q: 3 clusters Score -1009245 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1009384.312500 Penalty: 2722.361572
	Iteration 5Q: 3 clusters Score -1009384 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1009535.937500 Penalty: 2722.361572
	Iteration 6Q: 3 clusters Score -1009536 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1009704.250000 Penalty: 2722.361572
	Iteration 7Q: 3 clusters Score -1009704 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1009879.437500 Penalty: 2722.361572
	Iteration 8Q: 3 clusters Score -1009879 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1010058.375000 Penalty: 2722.361572
	Iteration 9Q: 3 clusters Score -1010058 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1010222.437500 Penalty: 2722.361572
	Iteration 10Q: 3 clusters Score -1010222 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1010409.312500 Penalty: 2722.361572
	Iteration 11Q: 3 clusters Score -1010409 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1010585.937500 Penalty: 2722.361572
	Iteration 12Q: 3 clusters Score -1010586 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1010730.937500 Penalty: 2722.361572
	Iteration 13Q: 3 clusters Score -1010731 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1010872.500000 Penalty: 2722.361572
	Iteration 14Q: 3 clusters Score -1010872 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1011018.875000 Penalty: 2722.361572
	Iteration 15Q: 3 clusters Score -1011019 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1011146.875000 Penalty: 2722.361572
	Iteration 16Q: 3 clusters Score -1011147 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1011264.500000 Penalty: 2722.361572
	Iteration 17Q: 3 clusters Score -1011264 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1011377.187500 Penalty: 2722.361572
	Iteration 18Q: 3 clusters Score -1011377 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1011456.062500 Penalty: 2722.361572
	Iteration 19Q: 3 clusters Score -1011456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1011524.937500 Penalty: 2722.361572
	Iteration 20F: 3 clusters Score -1011525 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1011581.937500 Penalty: 2722.361572
	Iteration 21Q: 3 clusters Score -1011582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1011627.437500 Penalty: 2722.361572
	Iteration 22Q: 3 clusters Score -1011627 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1011677.250000 Penalty: 2722.361572
	Iteration 23Q: 3 clusters Score -1011677 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1011722.500000 Penalty: 2722.361572
	Iteration 24Q: 3 clusters Score -1011722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1011757.437500 Penalty: 2722.361572
	Iteration 25Q: 3 clusters Score -1011757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1011779.562500 Penalty: 2722.361572
	Iteration 26Q: 3 clusters Score -1011780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1011791.187500 Penalty: 2722.361572
	Iteration 27Q: 3 clusters Score -1011791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1011800.000000 Penalty: 2722.361572
	Iteration 28Q: 3 clusters Score -1011800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1011810.312500 Penalty: 2722.361572
	Iteration 29Q: 3 clusters Score -1011810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1011814.687500 Penalty: 2722.361572
	Iteration 30Q: 3 clusters Score -1011815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1011819.250000 Penalty: 2722.361572
	Iteration 31Q: 3 clusters Score -1011819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1011824.375000 Penalty: 2722.361572
	Iteration 32Q: 3 clusters Score -1011824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1011826.562500 Penalty: 2722.361572
	Iteration 33Q: 3 clusters Score -1011827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1011830.250000 Penalty: 2722.361572
	Iteration 34Q: 3 clusters Score -1011830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1011833.375000 Penalty: 2722.361572
	Iteration 35Q: 3 clusters Score -1011833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1011839.625000 Penalty: 2722.361572
	Iteration 36Q: 3 clusters Score -1011840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1011844.750000 Penalty: 2722.361572
	Iteration 37Q: 3 clusters Score -1011845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1011848.000000 Penalty: 2722.361572
	Iteration 38Q: 3 clusters Score -1011848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1011849.562500 Penalty: 2722.361572
	Iteration 39Q: 3 clusters Score -1011850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1011853.562500 Penalty: 2722.361572
	Iteration 40F: 3 clusters Score -1011854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1011853.375000 Penalty: 2722.361572
	Iteration 41Q: 3 clusters Score -1011853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1011853.687500 Penalty: 2722.361572
	Iteration 42Q: 3 clusters Score -1011854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1011854.937500 Penalty: 2722.361572
	Iteration 43Q: 3 clusters Score -1011855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1011857.750000 Penalty: 2722.361572
	Iteration 44Q: 3 clusters Score -1011858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1011860.000000 Penalty: 2722.361572
	Iteration 45Q: 3 clusters Score -1011860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1011860.000000 Penalty: 2722.361572
	Iteration 46F: 3 clusters Score -1011860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -341358.281250 Penalty: 1198.323853
	Iteration 0F: 2 clusters Score -341358.3 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 1574 members 
Entering Unmasked Estep 
Score: -338791.187500 Penalty: 2396.647705
	Iteration 0F: 3 clusters Score -338791.2 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -339475.093750 Penalty: 2396.647705
	Iteration 1F: 3 clusters Score -339475.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -339648.406250 Penalty: 2396.647705
	Iteration 2F: 3 clusters Score -339648.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -339773.156250 Penalty: 2396.647705
	Iteration 3F: 3 clusters Score -339773.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -339861.125000 Penalty: 2396.647705
	Iteration 4Q: 3 clusters Score -339861.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -339941.593750 Penalty: 2396.647705
	Iteration 5Q: 3 clusters Score -339941.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -339999.093750 Penalty: 2396.647705
	Iteration 6Q: 3 clusters Score -339999.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -340041.812500 Penalty: 2396.647705
	Iteration 7Q: 3 clusters Score -340041.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -340082.437500 Penalty: 2396.647705
	Iteration 8Q: 3 clusters Score -340082.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -340120.656250 Penalty: 2396.647705
	Iteration 9Q: 3 clusters Score -340120.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -340153.125000 Penalty: 2396.647705
	Iteration 10Q: 3 clusters Score -340153.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -340184.375000 Penalty: 2396.647705
	Iteration 11Q: 3 clusters Score -340184.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -340212.062500 Penalty: 2396.647705
	Iteration 12Q: 3 clusters Score -340212.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -340237.750000 Penalty: 2396.647705
	Iteration 13Q: 3 clusters Score -340237.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -340259.906250 Penalty: 2396.647705
	Iteration 14Q: 3 clusters Score -340259.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -340276.437500 Penalty: 2396.647705
	Iteration 15Q: 3 clusters Score -340276.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -340287.125000 Penalty: 2396.647705
	Iteration 16Q: 3 clusters Score -340287.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -340296.250000 Penalty: 2396.647705
	Iteration 17Q: 3 clusters Score -340296.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -340303.031250 Penalty: 2396.647705
	Iteration 18Q: 3 clusters Score -340303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -340308.812500 Penalty: 2396.647705
	Iteration 19Q: 3 clusters Score -340308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -340318.125000 Penalty: 2396.647705
	Iteration 20F: 3 clusters Score -340318.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -340327.750000 Penalty: 2396.647705
	Iteration 21Q: 3 clusters Score -340327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -340334.281250 Penalty: 2396.647705
	Iteration 22Q: 3 clusters Score -340334.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -340343.531250 Penalty: 2396.647705
	Iteration 23Q: 3 clusters Score -340343.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -340344.468750 Penalty: 2396.647705
	Iteration 24Q: 3 clusters Score -340344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -340347.187500 Penalty: 2396.647705
	Iteration 25Q: 3 clusters Score -340347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -340351.750000 Penalty: 2396.647705
	Iteration 26Q: 3 clusters Score -340351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -340354.406250 Penalty: 2396.647705
	Iteration 27Q: 3 clusters Score -340354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -340355.343750 Penalty: 2396.647705
	Iteration 28Q: 3 clusters Score -340355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -340355.875000 Penalty: 2396.647705
	Iteration 29Q: 3 clusters Score -340355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -340357.187500 Penalty: 2396.647705
	Iteration 30Q: 3 clusters Score -340357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -340358.656250 Penalty: 2396.647705
	Iteration 31Q: 3 clusters Score -340358.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -340363.281250 Penalty: 2396.647705
	Iteration 32Q: 3 clusters Score -340363.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -340364.218750 Penalty: 2396.647705
	Iteration 33Q: 3 clusters Score -340364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -340366.812500 Penalty: 2396.647705
	Iteration 34Q: 3 clusters Score -340366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -340366.968750 Penalty: 2396.647705
	Iteration 35Q: 3 clusters Score -340367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -340367.781250 Penalty: 2396.647705
	Iteration 36Q: 3 clusters Score -340367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -340368.250000 Penalty: 2396.647705
	Iteration 37Q: 3 clusters Score -340368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -340368.937500 Penalty: 2396.647705
	Iteration 38Q: 3 clusters Score -340368.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -340368.531250 Penalty: 2396.647705
	Iteration 39Q: 3 clusters Score -340368.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -340370.093750 Penalty: 2396.647705
	Iteration 40F: 3 clusters Score -340370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -340369.812500 Penalty: 2396.647705
	Iteration 41Q: 3 clusters Score -340369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -340371.218750 Penalty: 2396.647705
	Iteration 42Q: 3 clusters Score -340371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -340371.218750 Penalty: 2396.647705
	Iteration 43F: 3 clusters Score -340371.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Entering Unmasked Estep 
Score: -1975455.125000 Penalty: 1455.813110
	Iteration 0F: 2 clusters Score -1975455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1963821.875000 Penalty: 2911.626221
	Iteration 0F: 3 clusters Score -1963822 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1967951.750000 Penalty: 2911.626221
	Iteration 1F: 3 clusters Score -1967952 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1968322.125000 Penalty: 2911.626221
	Iteration 2F: 3 clusters Score -1968322 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1968660.875000 Penalty: 2911.626221
	Iteration 3Q: 3 clusters Score -1968661 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1968996.000000 Penalty: 2911.626221
	Iteration 4Q: 3 clusters Score -1968996 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1969356.250000 Penalty: 2911.626221
	Iteration 5Q: 3 clusters Score -1969356 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1969778.250000 Penalty: 2911.626221
	Iteration 6Q: 3 clusters Score -1969778 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1970233.125000 Penalty: 2911.626221
	Iteration 7Q: 3 clusters Score -1970233 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1970646.000000 Penalty: 2911.626221
	Iteration 8Q: 3 clusters Score -1970646 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1971007.500000 Penalty: 2911.626221
	Iteration 9Q: 3 clusters Score -1971008 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1971313.750000 Penalty: 2911.626221
	Iteration 10Q: 3 clusters Score -1971314 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1971565.250000 Penalty: 2911.626221
	Iteration 11Q: 3 clusters Score -1971565 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1971795.000000 Penalty: 2911.626221
	Iteration 12Q: 3 clusters Score -1971795 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1972003.875000 Penalty: 2911.626221
	Iteration 13Q: 3 clusters Score -1972004 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1972207.875000 Penalty: 2911.626221
	Iteration 14Q: 3 clusters Score -1972208 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1972422.000000 Penalty: 2911.626221
	Iteration 15Q: 3 clusters Score -1972422 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1972626.875000 Penalty: 2911.626221
	Iteration 16Q: 3 clusters Score -1972627 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1972828.375000 Penalty: 2911.626221
	Iteration 17Q: 3 clusters Score -1972828 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1973010.375000 Penalty: 2911.626221
	Iteration 18Q: 3 clusters Score -1973010 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1973183.500000 Penalty: 2911.626221
	Iteration 19Q: 3 clusters Score -1973184 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1973362.875000 Penalty: 2911.626221
	Iteration 20F: 3 clusters Score -1973363 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1973547.250000 Penalty: 2911.626221
	Iteration 21Q: 3 clusters Score -1973547 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1973672.375000 Penalty: 2911.626221
	Iteration 22Q: 3 clusters Score -1973672 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1973795.750000 Penalty: 2911.626221
	Iteration 23Q: 3 clusters Score -1973796 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1973914.250000 Penalty: 2911.626221
	Iteration 24Q: 3 clusters Score -1973914 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1974013.500000 Penalty: 2911.626221
	Iteration 25Q: 3 clusters Score -1974014 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1974113.875000 Penalty: 2911.626221
	Iteration 26Q: 3 clusters Score -1974114 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1974201.750000 Penalty: 2911.626221
	Iteration 27Q: 3 clusters Score -1974202 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1974252.375000 Penalty: 2911.626221
	Iteration 28Q: 3 clusters Score -1974252 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1974291.000000 Penalty: 2911.626221
	Iteration 29Q: 3 clusters Score -1974291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1974329.000000 Penalty: 2911.626221
	Iteration 30Q: 3 clusters Score -1974329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1974365.750000 Penalty: 2911.626221
	Iteration 31Q: 3 clusters Score -1974366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1974397.000000 Penalty: 2911.626221
	Iteration 32Q: 3 clusters Score -1974397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1974419.000000 Penalty: 2911.626221
	Iteration 33Q: 3 clusters Score -1974419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1974432.250000 Penalty: 2911.626221
	Iteration 34Q: 3 clusters Score -1974432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1974447.375000 Penalty: 2911.626221
	Iteration 35Q: 3 clusters Score -1974447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1974472.625000 Penalty: 2911.626221
	Iteration 36Q: 3 clusters Score -1974473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1974487.250000 Penalty: 2911.626221
	Iteration 37Q: 3 clusters Score -1974487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1974504.250000 Penalty: 2911.626221
	Iteration 38Q: 3 clusters Score -1974504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1974515.000000 Penalty: 2911.626221
	Iteration 39Q: 3 clusters Score -1974515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1974525.375000 Penalty: 2911.626221
	Iteration 40F: 3 clusters Score -1974525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1974529.750000 Penalty: 2911.626221
	Iteration 41Q: 3 clusters Score -1974530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1974539.125000 Penalty: 2911.626221
	Iteration 42Q: 3 clusters Score -1974539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1974545.000000 Penalty: 2911.626221
	Iteration 43Q: 3 clusters Score -1974545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1974550.000000 Penalty: 2911.626221
	Iteration 44Q: 3 clusters Score -1974550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1974551.000000 Penalty: 2911.626221
	Iteration 45Q: 3 clusters Score -1974551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1974553.500000 Penalty: 2911.626221
	Iteration 46Q: 3 clusters Score -1974554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1974558.875000 Penalty: 2911.626221
	Iteration 47Q: 3 clusters Score -1974559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1974564.875000 Penalty: 2911.626221
	Iteration 48Q: 3 clusters Score -1974565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1974573.125000 Penalty: 2911.626221
	Iteration 49Q: 3 clusters Score -1974573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1974576.750000 Penalty: 2911.626221
	Iteration 50Q: 3 clusters Score -1974577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1974578.125000 Penalty: 2911.626221
	Iteration 51Q: 3 clusters Score -1974578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1974580.750000 Penalty: 2911.626221
	Iteration 52Q: 3 clusters Score -1974581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1974585.625000 Penalty: 2911.626221
	Iteration 53Q: 3 clusters Score -1974586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1974584.250000 Penalty: 2911.626221
	Iteration 54Q: 3 clusters Score -1974584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1974585.750000 Penalty: 2911.626221
	Iteration 55Q: 3 clusters Score -1974586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1974587.125000 Penalty: 2911.626221
	Iteration 56Q: 3 clusters Score -1974587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1974588.000000 Penalty: 2911.626221
	Iteration 57Q: 3 clusters Score -1974588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1974593.250000 Penalty: 2911.626221
	Iteration 58Q: 3 clusters Score -1974593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1974592.500000 Penalty: 2911.626221
	Iteration 59Q: 3 clusters Score -1974592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1974593.750000 Penalty: 2911.626221
	Iteration 60F: 3 clusters Score -1974594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1974596.125000 Penalty: 2911.626221
	Iteration 61Q: 3 clusters Score -1974596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1974597.250000 Penalty: 2911.626221
	Iteration 62Q: 3 clusters Score -1974597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -1974595.000000 Penalty: 2911.626221
	Iteration 63Q: 3 clusters Score -1974595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1974596.875000 Penalty: 2911.626221
	Iteration 64Q: 3 clusters Score -1974597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1974594.875000 Penalty: 2911.626221
	Iteration 65Q: 3 clusters Score -1974595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1974598.000000 Penalty: 2911.626221
	Iteration 66Q: 3 clusters Score -1974598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1974597.375000 Penalty: 2911.626221
	Iteration 67Q: 3 clusters Score -1974597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1974599.375000 Penalty: 2911.626221
	Iteration 68Q: 3 clusters Score -1974599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1974605.750000 Penalty: 2911.626221
	Iteration 69Q: 3 clusters Score -1974606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1974610.250000 Penalty: 2911.626221
	Iteration 70Q: 3 clusters Score -1974610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -1974614.125000 Penalty: 2911.626221
	Iteration 71Q: 3 clusters Score -1974614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1974617.875000 Penalty: 2911.626221
	Iteration 72Q: 3 clusters Score -1974618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1974619.875000 Penalty: 2911.626221
	Iteration 73Q: 3 clusters Score -1974620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1974619.500000 Penalty: 2911.626221
	Iteration 74Q: 3 clusters Score -1974620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1974619.500000 Penalty: 2911.626221
	Iteration 75F: 3 clusters Score -1974620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (27942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Entering Unmasked Estep 
Score: -3113619.250000 Penalty: 1523.397583
	Iteration 0F: 2 clusters Score -3113619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3095561.000000 Penalty: 3046.795166
	Iteration 0F: 3 clusters Score -3095561 nChanged 12437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3102298.500000 Penalty: 3046.795166
	Iteration 1F: 3 clusters Score -3102298 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3102782.250000 Penalty: 3046.795166
	Iteration 2Q: 3 clusters Score -3102782 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3103175.500000 Penalty: 3046.795166
	Iteration 3Q: 3 clusters Score -3103176 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3103486.500000 Penalty: 3046.795166
	Iteration 4Q: 3 clusters Score -3103486 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3103810.500000 Penalty: 3046.795166
	Iteration 5Q: 3 clusters Score -3103810 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3104136.750000 Penalty: 3046.795166
	Iteration 6Q: 3 clusters Score -3104137 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3104548.000000 Penalty: 3046.795166
	Iteration 7Q: 3 clusters Score -3104548 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3105021.500000 Penalty: 3046.795166
	Iteration 8Q: 3 clusters Score -3105022 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3105514.500000 Penalty: 3046.795166
	Iteration 9Q: 3 clusters Score -3105514 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3106074.000000 Penalty: 3046.795166
	Iteration 10Q: 3 clusters Score -3106074 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3106727.000000 Penalty: 3046.795166
	Iteration 11Q: 3 clusters Score -3106727 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3107384.500000 Penalty: 3046.795166
	Iteration 12Q: 3 clusters Score -3107384 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3108067.000000 Penalty: 3046.795166
	Iteration 13Q: 3 clusters Score -3108067 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3108797.000000 Penalty: 3046.795166
	Iteration 14Q: 3 clusters Score -3108797 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3109506.000000 Penalty: 3046.795166
	Iteration 15Q: 3 clusters Score -3109506 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3110157.250000 Penalty: 3046.795166
	Iteration 16Q: 3 clusters Score -3110157 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3110759.250000 Penalty: 3046.795166
	Iteration 17Q: 3 clusters Score -3110759 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3111227.750000 Penalty: 3046.795166
	Iteration 18Q: 3 clusters Score -3111228 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3111566.500000 Penalty: 3046.795166
	Iteration 19Q: 3 clusters Score -3111566 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3111841.750000 Penalty: 3046.795166
	Iteration 20F: 3 clusters Score -3111842 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3112020.750000 Penalty: 3046.795166
	Iteration 21Q: 3 clusters Score -3112021 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -3112160.250000 Penalty: 3046.795166
	Iteration 22Q: 3 clusters Score -3112160 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3112263.750000 Penalty: 3046.795166
	Iteration 23Q: 3 clusters Score -3112264 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3112332.000000 Penalty: 3046.795166
	Iteration 24Q: 3 clusters Score -3112332 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3112375.500000 Penalty: 3046.795166
	Iteration 25Q: 3 clusters Score -3112376 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3112410.750000 Penalty: 3046.795166
	Iteration 26Q: 3 clusters Score -3112411 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3112443.250000 Penalty: 3046.795166
	Iteration 27Q: 3 clusters Score -3112443 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3112478.000000 Penalty: 3046.795166
	Iteration 28Q: 3 clusters Score -3112478 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3112529.750000 Penalty: 3046.795166
	Iteration 29Q: 3 clusters Score -3112530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3112553.250000 Penalty: 3046.795166
	Iteration 30Q: 3 clusters Score -3112553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3112572.500000 Penalty: 3046.795166
	Iteration 31Q: 3 clusters Score -3112572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3112587.750000 Penalty: 3046.795166
	Iteration 32Q: 3 clusters Score -3112588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3112603.000000 Penalty: 3046.795166
	Iteration 33Q: 3 clusters Score -3112603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3112614.500000 Penalty: 3046.795166
	Iteration 34Q: 3 clusters Score -3112614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3112618.500000 Penalty: 3046.795166
	Iteration 35Q: 3 clusters Score -3112618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3112621.250000 Penalty: 3046.795166
	Iteration 36Q: 3 clusters Score -3112621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3112626.250000 Penalty: 3046.795166
	Iteration 37Q: 3 clusters Score -3112626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3112630.750000 Penalty: 3046.795166
	Iteration 38Q: 3 clusters Score -3112631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -3112641.500000 Penalty: 3046.795166
	Iteration 39Q: 3 clusters Score -3112642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3112645.750000 Penalty: 3046.795166
	Iteration 40F: 3 clusters Score -3112646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3112651.750000 Penalty: 3046.795166
	Iteration 41Q: 3 clusters Score -3112652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3112652.500000 Penalty: 3046.795166
	Iteration 42Q: 3 clusters Score -3112652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3112653.750000 Penalty: 3046.795166
	Iteration 43Q: 3 clusters Score -3112654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3112651.000000 Penalty: 3046.795166
	Iteration 44Q: 3 clusters Score -3112651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3112655.500000 Penalty: 3046.795166
	Iteration 45Q: 3 clusters Score -3112656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3112652.750000 Penalty: 3046.795166
	Iteration 46Q: 3 clusters Score -3112653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3112656.750000 Penalty: 3046.795166
	Iteration 47Q: 3 clusters Score -3112657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3112666.250000 Penalty: 3046.795166
	Iteration 48Q: 3 clusters Score -3112666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3112670.500000 Penalty: 3046.795166
	Iteration 49Q: 3 clusters Score -3112670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3112676.500000 Penalty: 3046.795166
	Iteration 50Q: 3 clusters Score -3112676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3112682.250000 Penalty: 3046.795166
	Iteration 51Q: 3 clusters Score -3112682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3112686.250000 Penalty: 3046.795166
	Iteration 52Q: 3 clusters Score -3112686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3112683.750000 Penalty: 3046.795166
	Iteration 53Q: 3 clusters Score -3112684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3112687.250000 Penalty: 3046.795166
	Iteration 54Q: 3 clusters Score -3112687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3112682.500000 Penalty: 3046.795166
	Iteration 55Q: 3 clusters Score -3112682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3112689.250000 Penalty: 3046.795166
	Iteration 56Q: 3 clusters Score -3112689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3112686.750000 Penalty: 3046.795166
	Iteration 57Q: 3 clusters Score -3112687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3112686.750000 Penalty: 3046.795166
	Iteration 58F: 3 clusters Score -3112687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (49907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Entering Unmasked Estep 
Score: -5601745.000000 Penalty: 1609.706055
	Iteration 0F: 2 clusters Score -5601745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -5569238.500000 Penalty: 3219.412109
	Iteration 0F: 3 clusters Score -5569238 nChanged 23096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -5582119.500000 Penalty: 3219.412109
	Iteration 1F: 3 clusters Score -5582120 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -5583155.500000 Penalty: 3219.412109
	Iteration 2F: 3 clusters Score -5583156 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -5584462.500000 Penalty: 3219.412109
	Iteration 3F: 3 clusters Score -5584462 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5586048.000000 Penalty: 3219.412109
	Iteration 4F: 3 clusters Score -5586048 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5587633.500000 Penalty: 3219.412109
	Iteration 5F: 3 clusters Score -5587634 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -5589044.500000 Penalty: 3219.412109
	Iteration 6F: 3 clusters Score -5589044 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -5590235.000000 Penalty: 3219.412109
	Iteration 7F: 3 clusters Score -5590235 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5591266.500000 Penalty: 3219.412109
	Iteration 8Q: 3 clusters Score -5591266 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -5592049.500000 Penalty: 3219.412109
	Iteration 9Q: 3 clusters Score -5592050 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -5592804.000000 Penalty: 3219.412109
	Iteration 10Q: 3 clusters Score -5592804 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5593462.500000 Penalty: 3219.412109
	Iteration 11Q: 3 clusters Score -5593462 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -5594182.000000 Penalty: 3219.412109
	Iteration 12Q: 3 clusters Score -5594182 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -5594893.500000 Penalty: 3219.412109
	Iteration 13Q: 3 clusters Score -5594894 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -5595636.500000 Penalty: 3219.412109
	Iteration 14Q: 3 clusters Score -5595636 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -5596345.500000 Penalty: 3219.412109
	Iteration 15Q: 3 clusters Score -5596346 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -5597131.000000 Penalty: 3219.412109
	Iteration 16Q: 3 clusters Score -5597131 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -5597786.500000 Penalty: 3219.412109
	Iteration 17Q: 3 clusters Score -5597786 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5598467.500000 Penalty: 3219.412109
	Iteration 18Q: 3 clusters Score -5598468 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5598985.500000 Penalty: 3219.412109
	Iteration 19Q: 3 clusters Score -5598986 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5599486.500000 Penalty: 3219.412109
	Iteration 20F: 3 clusters Score -5599486 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5599856.000000 Penalty: 3219.412109
	Iteration 21Q: 3 clusters Score -5599856 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5600108.500000 Penalty: 3219.412109
	Iteration 22Q: 3 clusters Score -5600108 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5600269.500000 Penalty: 3219.412109
	Iteration 23Q: 3 clusters Score -5600270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5600381.000000 Penalty: 3219.412109
	Iteration 24Q: 3 clusters Score -5600381 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5600470.000000 Penalty: 3219.412109
	Iteration 25Q: 3 clusters Score -5600470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5600503.000000 Penalty: 3219.412109
	Iteration 26Q: 3 clusters Score -5600503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5600546.000000 Penalty: 3219.412109
	Iteration 27Q: 3 clusters Score -5600546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5600564.500000 Penalty: 3219.412109
	Iteration 28Q: 3 clusters Score -5600564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5600594.000000 Penalty: 3219.412109
	Iteration 29Q: 3 clusters Score -5600594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5600615.000000 Penalty: 3219.412109
	Iteration 30Q: 3 clusters Score -5600615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5600629.000000 Penalty: 3219.412109
	Iteration 31Q: 3 clusters Score -5600629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5600646.500000 Penalty: 3219.412109
	Iteration 32Q: 3 clusters Score -5600646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5600649.000000 Penalty: 3219.412109
	Iteration 33Q: 3 clusters Score -5600649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5600670.500000 Penalty: 3219.412109
	Iteration 34Q: 3 clusters Score -5600670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5600681.500000 Penalty: 3219.412109
	Iteration 35Q: 3 clusters Score -5600682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5600686.500000 Penalty: 3219.412109
	Iteration 36Q: 3 clusters Score -5600686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5600696.000000 Penalty: 3219.412109
	Iteration 37Q: 3 clusters Score -5600696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5600696.000000 Penalty: 3219.412109
	Iteration 38Q: 3 clusters Score -5600696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5600717.000000 Penalty: 3219.412109
	Iteration 39Q: 3 clusters Score -5600717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5600723.500000 Penalty: 3219.412109
	Iteration 40F: 3 clusters Score -5600724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5600722.000000 Penalty: 3219.412109
	Iteration 41Q: 3 clusters Score -5600722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5600718.000000 Penalty: 3219.412109
	Iteration 42Q: 3 clusters Score -5600718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5600721.000000 Penalty: 3219.412109
	Iteration 43Q: 3 clusters Score -5600721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5600729.500000 Penalty: 3219.412109
	Iteration 44Q: 3 clusters Score -5600730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5600727.500000 Penalty: 3219.412109
	Iteration 45Q: 3 clusters Score -5600728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5600727.000000 Penalty: 3219.412109
	Iteration 46Q: 3 clusters Score -5600727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5600728.500000 Penalty: 3219.412109
	Iteration 47Q: 3 clusters Score -5600728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5600728.000000 Penalty: 3219.412109
	Iteration 48Q: 3 clusters Score -5600728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5600734.500000 Penalty: 3219.412109
	Iteration 49Q: 3 clusters Score -5600734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5600734.500000 Penalty: 3219.412109
	Iteration 50F: 3 clusters Score -5600734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (40109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Entering Unmasked Estep 
Score: -4510862.000000 Penalty: 1577.184204
	Iteration 0F: 2 clusters Score -4510862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4484946.500000 Penalty: 3154.368408
	Iteration 0F: 3 clusters Score -4484946 nChanged 18313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -4495141.500000 Penalty: 3154.368408
	Iteration 1F: 3 clusters Score -4495142 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4495829.000000 Penalty: 3154.368408
	Iteration 2Q: 3 clusters Score -4495829 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4496541.500000 Penalty: 3154.368408
	Iteration 3Q: 3 clusters Score -4496542 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -4497325.500000 Penalty: 3154.368408
	Iteration 4Q: 3 clusters Score -4497326 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -4498322.500000 Penalty: 3154.368408
	Iteration 5F: 3 clusters Score -4498322 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -4499710.000000 Penalty: 3154.368408
	Iteration 6F: 3 clusters Score -4499710 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -4501348.500000 Penalty: 3154.368408
	Iteration 7F: 3 clusters Score -4501348 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4503161.500000 Penalty: 3154.368408
	Iteration 8F: 3 clusters Score -4503162 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -4504903.000000 Penalty: 3154.368408
	Iteration 9F: 3 clusters Score -4504903 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4506349.000000 Penalty: 3154.368408
	Iteration 10Q: 3 clusters Score -4506349 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4507431.500000 Penalty: 3154.368408
	Iteration 11Q: 3 clusters Score -4507432 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -4508292.000000 Penalty: 3154.368408
	Iteration 12Q: 3 clusters Score -4508292 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -4508827.500000 Penalty: 3154.368408
	Iteration 13Q: 3 clusters Score -4508828 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -4509096.000000 Penalty: 3154.368408
	Iteration 14Q: 3 clusters Score -4509096 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -4509281.500000 Penalty: 3154.368408
	Iteration 15Q: 3 clusters Score -4509282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -4509418.500000 Penalty: 3154.368408
	Iteration 16Q: 3 clusters Score -4509418 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -4509496.000000 Penalty: 3154.368408
	Iteration 17Q: 3 clusters Score -4509496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -4509555.000000 Penalty: 3154.368408
	Iteration 18Q: 3 clusters Score -4509555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -4509583.000000 Penalty: 3154.368408
	Iteration 19Q: 3 clusters Score -4509583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -4509600.500000 Penalty: 3154.368408
	Iteration 20F: 3 clusters Score -4509600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -4509618.000000 Penalty: 3154.368408
	Iteration 21Q: 3 clusters Score -4509618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -4509622.500000 Penalty: 3154.368408
	Iteration 22Q: 3 clusters Score -4509622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -4509621.500000 Penalty: 3154.368408
	Iteration 23Q: 3 clusters Score -4509622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -4509629.000000 Penalty: 3154.368408
	Iteration 24Q: 3 clusters Score -4509629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -4509634.500000 Penalty: 3154.368408
	Iteration 25Q: 3 clusters Score -4509634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -4509631.500000 Penalty: 3154.368408
	Iteration 26Q: 3 clusters Score -4509632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -4509635.500000 Penalty: 3154.368408
	Iteration 27Q: 3 clusters Score -4509636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -4509635.500000 Penalty: 3154.368408
	Iteration 28F: 3 clusters Score -4509636 nChanged 0
--- Evaluating fit on full set of 1469894 points ---
Entering Unmasked Estep 
Score: -158241360.000000 Penalty: 65504.996094
23->32 Clusters: Score -158241360.000000, best is -158291552.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 734947 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 31871 members 
Mstep: Class 3 contains 31868 members 
Mstep: Class 4 contains 31841 members 
Mstep: Class 5 contains 32054 members 
Mstep: Class 6 contains 32140 members 
Mstep: Class 7 contains 32233 members 
Mstep: Class 8 contains 31895 members 
Mstep: Class 9 contains 31830 members 
Mstep: Class 10 contains 31959 members 
Mstep: Class 11 contains 32089 members 
Mstep: Class 12 contains 31851 members 
Mstep: Class 13 contains 32015 members 
Mstep: Class 14 contains 31838 members 
Mstep: Class 15 contains 32074 members 
Mstep: Class 16 contains 31994 members 
Mstep: Class 17 contains 31800 members 
Mstep: Class 18 contains 31792 members 
Mstep: Class 19 contains 32091 members 
Mstep: Class 20 contains 31839 members 
Mstep: Class 21 contains 32209 members 
Mstep: Class 22 contains 31923 members 
Mstep: Class 23 contains 31847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 761.147827 but Gain 2009.921875
Score: -75438048.000000 Penalty: 44218.332031
Iteration 0F: 23 clusters Score -7.543805e+07 nChanged 699861
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 30529 members 
Mstep: Class 3 contains 44061 members 
Mstep: Class 4 contains 19280 members 
Mstep: Class 5 contains 63021 members 
Mstep: Class 6 contains 21834 members 
Mstep: Class 7 contains 58816 members 
Mstep: Class 8 contains 19305 members 
Mstep: Class 9 contains 55950 members 
Mstep: Class 10 contains 20514 members 
Mstep: Class 11 contains 26164 members 
Mstep: Class 12 contains 20827 members 
Mstep: Class 13 contains 11173 members 
Mstep: Class 14 contains 21027 members 
Mstep: Class 15 contains 23117 members 
Mstep: Class 16 contains 45839 members 
Mstep: Class 17 contains 54128 members 
Mstep: Class 19 contains 17678 members 
Mstep: Class 20 contains 46865 members 
Mstep: Class 21 contains 69241 members 
Mstep: Class 22 contains 19215 members 
Mstep: Class 23 contains 19562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76958192.000000 Penalty: 44218.332031
Iteration 1F: 23 clusters Score -7.695819e+07 nChanged 267862
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 27586 members 
Mstep: Class 3 contains 28045 members 
Mstep: Class 4 contains 18953 members 
Mstep: Class 5 contains 57114 members 
Mstep: Class 6 contains 23565 members 
Mstep: Class 7 contains 80536 members 
Mstep: Class 8 contains 18246 members 
Mstep: Class 9 contains 47262 members 
Mstep: Class 10 contains 17911 members 
Mstep: Class 11 contains 23657 members 
Mstep: Class 12 contains 32582 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 25334 members 
Mstep: Class 15 contains 29028 members 
Mstep: Class 16 contains 58127 members 
Mstep: Class 17 contains 41030 members 
Mstep: Class 19 contains 12933 members 
Mstep: Class 20 contains 48541 members 
Mstep: Class 21 contains 72521 members 
Mstep: Class 22 contains 23171 members 
Mstep: Class 23 contains 14733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77577280.000000 Penalty: 44218.332031
Iteration 2F: 23 clusters Score -7.757728e+07 nChanged 224213
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 26158 members 
Mstep: Class 3 contains 13164 members 
Mstep: Class 4 contains 18239 members 
Mstep: Class 5 contains 54447 members 
Mstep: Class 6 contains 22803 members 
Mstep: Class 7 contains 104393 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 9 contains 35493 members 
Mstep: Class 10 contains 11965 members 
Mstep: Class 11 contains 20179 members 
Mstep: Class 12 contains 46857 members 
Mstep: Class 13 contains 7029 members 
Mstep: Class 14 contains 29843 members 
Mstep: Class 15 contains 36667 members 
Mstep: Class 16 contains 71306 members 
Mstep: Class 17 contains 26780 members 
Mstep: Class 19 contains 7452 members 
Mstep: Class 20 contains 45233 members 
Mstep: Class 21 contains 83408 members 
Mstep: Class 22 contains 26232 members 
Mstep: Class 23 contains 11553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77956760.000000 Penalty: 44218.332031
Iteration 3F: 23 clusters Score -7.795676e+07 nChanged 153213
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 23918 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 56763 members 
Mstep: Class 6 contains 20047 members 
Mstep: Class 7 contains 114513 members 
Mstep: Class 8 contains 13224 members 
Mstep: Class 9 contains 31296 members 
Mstep: Class 10 contains 6750 members 
Mstep: Class 11 contains 17383 members 
Mstep: Class 12 contains 56693 members 
Mstep: Class 13 contains 6095 members 
Mstep: Class 14 contains 32347 members 
Mstep: Class 15 contains 39334 members 
Mstep: Class 16 contains 77251 members 
Mstep: Class 17 contains 18708 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 20 contains 40273 members 
Mstep: Class 21 contains 100958 members 
Mstep: Class 22 contains 28532 members 
Mstep: Class 23 contains 9822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78124456.000000 Penalty: 44218.332031
Iteration 4F: 23 clusters Score -7.812446e+07 nChanged 97644
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 22191 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 14301 members 
Mstep: Class 5 contains 58568 members 
Mstep: Class 6 contains 17665 members 
Mstep: Class 7 contains 118119 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 31266 members 
Mstep: Class 10 contains 4103 members 
Mstep: Class 11 contains 14205 members 
Mstep: Class 12 contains 63679 members 
Mstep: Class 13 contains 5421 members 
Mstep: Class 14 contains 33623 members 
Mstep: Class 15 contains 39471 members 
Mstep: Class 16 contains 79943 members 
Mstep: Class 17 contains 15239 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 37122 members 
Mstep: Class 21 contains 113777 members 
Mstep: Class 22 contains 29752 members 
Mstep: Class 23 contains 9384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78207936.000000 Penalty: 44218.332031
Iteration 5F: 23 clusters Score -7.820794e+07 nChanged 67402
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 20484 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 4 contains 12417 members 
Mstep: Class 5 contains 58865 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 120167 members 
Mstep: Class 8 contains 9259 members 
Mstep: Class 9 contains 32222 members 
Mstep: Class 10 contains 2646 members 
Mstep: Class 11 contains 10612 members 
Mstep: Class 12 contains 67933 members 
Mstep: Class 13 contains 5088 members 
Mstep: Class 14 contains 37808 members 
Mstep: Class 15 contains 39424 members 
Mstep: Class 16 contains 81743 members 
Mstep: Class 17 contains 13736 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 35837 members 
Mstep: Class 21 contains 120393 members 
Mstep: Class 22 contains 30028 members 
Mstep: Class 23 contains 9051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78261592.000000 Penalty: 44218.332031
Iteration 6F: 23 clusters Score -7.826159e+07 nChanged 51943
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 18693 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 10783 members 
Mstep: Class 5 contains 58715 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 121699 members 
Mstep: Class 8 contains 8640 members 
Mstep: Class 9 contains 33367 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 70147 members 
Mstep: Class 13 contains 4989 members 
Mstep: Class 14 contains 44694 members 
Mstep: Class 15 contains 39405 members 
Mstep: Class 16 contains 82389 members 
Mstep: Class 17 contains 13029 members 
Mstep: Class 19 contains 3105 members 
Mstep: Class 20 contains 35681 members 
Mstep: Class 21 contains 122716 members 
Mstep: Class 22 contains 29700 members 
Mstep: Class 23 contains 8497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1835.151367 but Gain 2009.921875
Score: -78297320.000000 Penalty: 42208.406250
Iteration 7F: 22 clusters Score -7.829732e+07 nChanged 42845
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16904 members 
Mstep: Class 3 contains 1617 members 
Mstep: Class 4 contains 9359 members 
Mstep: Class 5 contains 59291 members 
Mstep: Class 6 contains 12198 members 
Mstep: Class 7 contains 123317 members 
Mstep: Class 8 contains 8575 members 
Mstep: Class 9 contains 34615 members 
Mstep: Class 11 contains 5236 members 
Mstep: Class 12 contains 71187 members 
Mstep: Class 13 contains 4888 members 
Mstep: Class 14 contains 52058 members 
Mstep: Class 15 contains 39719 members 
Mstep: Class 16 contains 82633 members 
Mstep: Class 17 contains 12743 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 36144 members 
Mstep: Class 21 contains 121960 members 
Mstep: Class 22 contains 29305 members 
Mstep: Class 23 contains 7933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1717.164062 but Gain 2009.921875
Score: -78324032.000000 Penalty: 40198.480469
Iteration 8F: 21 clusters Score -7.832403e+07 nChanged 35183
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15226 members 
Mstep: Class 4 contains 8069 members 
Mstep: Class 5 contains 59869 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 124542 members 
Mstep: Class 8 contains 8691 members 
Mstep: Class 9 contains 35829 members 
Mstep: Class 11 contains 3897 members 
Mstep: Class 12 contains 71775 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 59375 members 
Mstep: Class 15 contains 39967 members 
Mstep: Class 16 contains 82223 members 
Mstep: Class 17 contains 12661 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 36717 members 
Mstep: Class 21 contains 119215 members 
Mstep: Class 22 contains 29201 members 
Mstep: Class 23 contains 7497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78345888.000000 Penalty: 40198.480469
Iteration 9Q: 21 clusters Score -7.834589e+07 nChanged 29064
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13596 members 
Mstep: Class 4 contains 7296 members 
Mstep: Class 5 contains 60399 members 
Mstep: Class 6 contains 9632 members 
Mstep: Class 7 contains 125507 members 
Mstep: Class 8 contains 8854 members 
Mstep: Class 9 contains 36452 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 71759 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 66237 members 
Mstep: Class 15 contains 40340 members 
Mstep: Class 16 contains 81593 members 
Mstep: Class 17 contains 12664 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 37163 members 
Mstep: Class 21 contains 114937 members 
Mstep: Class 22 contains 29341 members 
Mstep: Class 23 contains 7269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78362856.000000 Penalty: 40198.480469
Iteration 10Q: 21 clusters Score -7.836286e+07 nChanged 26031
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12144 members 
Mstep: Class 4 contains 7505 members 
Mstep: Class 5 contains 60896 members 
Mstep: Class 6 contains 8677 members 
Mstep: Class 7 contains 126176 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 36824 members 
Mstep: Class 11 contains 2697 members 
Mstep: Class 12 contains 71415 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 72662 members 
Mstep: Class 15 contains 40708 members 
Mstep: Class 16 contains 80884 members 
Mstep: Class 17 contains 12773 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 37382 members 
Mstep: Class 21 contains 110022 members 
Mstep: Class 22 contains 29589 members 
Mstep: Class 23 contains 7360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78378872.000000 Penalty: 40198.480469
Iteration 11Q: 21 clusters Score -7.837887e+07 nChanged 24701
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10824 members 
Mstep: Class 4 contains 9035 members 
Mstep: Class 5 contains 61230 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 7 contains 126607 members 
Mstep: Class 8 contains 8693 members 
Mstep: Class 9 contains 37024 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 70854 members 
Mstep: Class 13 contains 4494 members 
Mstep: Class 14 contains 78730 members 
Mstep: Class 15 contains 40959 members 
Mstep: Class 16 contains 80208 members 
Mstep: Class 17 contains 12967 members 
Mstep: Class 19 contains 2023 members 
Mstep: Class 20 contains 37332 members 
Mstep: Class 21 contains 104589 members 
Mstep: Class 22 contains 29866 members 
Mstep: Class 23 contains 7673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1969.476318 but Gain 2009.921875
Score: -78395888.000000 Penalty: 38188.558594
Iteration 12Q: 20 clusters Score -7.839589e+07 nChanged 25484
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 9630 members 
Mstep: Class 4 contains 11905 members 
Mstep: Class 5 contains 61443 members 
Mstep: Class 6 contains 7500 members 
Mstep: Class 7 contains 126895 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 37326 members 
Mstep: Class 11 contains 2328 members 
Mstep: Class 12 contains 70141 members 
Mstep: Class 13 contains 4481 members 
Mstep: Class 14 contains 84281 members 
Mstep: Class 15 contains 41756 members 
Mstep: Class 16 contains 79568 members 
Mstep: Class 17 contains 13265 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 37275 members 
Mstep: Class 21 contains 99067 members 
Mstep: Class 22 contains 30167 members 
Mstep: Class 23 contains 8208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78420336.000000 Penalty: 38188.558594
Iteration 13Q: 20 clusters Score -7.842034e+07 nChanged 23467
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 4 contains 17229 members 
Mstep: Class 5 contains 61641 members 
Mstep: Class 6 contains 7086 members 
Mstep: Class 7 contains 127147 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 37186 members 
Mstep: Class 11 contains 2172 members 
Mstep: Class 12 contains 69365 members 
Mstep: Class 13 contains 4470 members 
Mstep: Class 14 contains 88353 members 
Mstep: Class 15 contains 41408 members 
Mstep: Class 16 contains 78767 members 
Mstep: Class 17 contains 13633 members 
Mstep: Class 19 contains 1521 members 
Mstep: Class 20 contains 37332 members 
Mstep: Class 21 contains 93111 members 
Mstep: Class 22 contains 30510 members 
Mstep: Class 23 contains 8898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1932.244385 but Gain 2009.921875
Score: -78441560.000000 Penalty: 36178.632812
Iteration 14Q: 19 clusters Score -7.844156e+07 nChanged 20830
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 2 contains 7606 members 
Mstep: Class 4 contains 21905 members 
Mstep: Class 5 contains 61734 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 127481 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 37087 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 68934 members 
Mstep: Class 13 contains 4462 members 
Mstep: Class 14 contains 91759 members 
Mstep: Class 15 contains 40940 members 
Mstep: Class 16 contains 78706 members 
Mstep: Class 17 contains 14045 members 
Mstep: Class 20 contains 37711 members 
Mstep: Class 21 contains 87882 members 
Mstep: Class 22 contains 30929 members 
Mstep: Class 23 contains 9751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78455560.000000 Penalty: 36178.632812
Iteration 15Q: 19 clusters Score -7.845556e+07 nChanged 14864
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 4 contains 24143 members 
Mstep: Class 5 contains 61698 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 127856 members 
Mstep: Class 8 contains 4605 members 
Mstep: Class 9 contains 36952 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 68267 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 93468 members 
Mstep: Class 15 contains 40748 members 
Mstep: Class 16 contains 79467 members 
Mstep: Class 17 contains 14403 members 
Mstep: Class 20 contains 38088 members 
Mstep: Class 21 contains 83630 members 
Mstep: Class 22 contains 31325 members 
Mstep: Class 23 contains 10582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78463712.000000 Penalty: 36178.632812
Iteration 16Q: 19 clusters Score -7.846371e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 4 contains 25381 members 
Mstep: Class 5 contains 61635 members 
Mstep: Class 6 contains 6160 members 
Mstep: Class 7 contains 128237 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 36838 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 67757 members 
Mstep: Class 13 contains 4501 members 
Mstep: Class 14 contains 94599 members 
Mstep: Class 15 contains 40647 members 
Mstep: Class 16 contains 80421 members 
Mstep: Class 17 contains 14720 members 
Mstep: Class 20 contains 38395 members 
Mstep: Class 21 contains 80165 members 
Mstep: Class 22 contains 31680 members 
Mstep: Class 23 contains 11373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78470416.000000 Penalty: 36178.632812
Iteration 17Q: 19 clusters Score -7.847042e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 5827 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 61540 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 128645 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 36773 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 12 contains 67376 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 14 contains 95351 members 
Mstep: Class 15 contains 40560 members 
Mstep: Class 16 contains 80726 members 
Mstep: Class 17 contains 14998 members 
Mstep: Class 20 contains 38626 members 
Mstep: Class 21 contains 77612 members 
Mstep: Class 22 contains 32021 members 
Mstep: Class 23 contains 12138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78477992.000000 Penalty: 36178.632812
Iteration 18Q: 19 clusters Score -7.847799e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 5500 members 
Mstep: Class 4 contains 26651 members 
Mstep: Class 5 contains 61368 members 
Mstep: Class 6 contains 5712 members 
Mstep: Class 7 contains 129001 members 
Mstep: Class 8 contains 5607 members 
Mstep: Class 9 contains 36706 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 67139 members 
Mstep: Class 13 contains 4599 members 
Mstep: Class 14 contains 95864 members 
Mstep: Class 15 contains 40506 members 
Mstep: Class 16 contains 79471 members 
Mstep: Class 17 contains 15286 members 
Mstep: Class 20 contains 38779 members 
Mstep: Class 21 contains 75850 members 
Mstep: Class 22 contains 32403 members 
Mstep: Class 23 contains 12827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78482368.000000 Penalty: 36178.632812
Iteration 19Q: 19 clusters Score -7.848237e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 5258 members 
Mstep: Class 4 contains 26948 members 
Mstep: Class 5 contains 61184 members 
Mstep: Class 6 contains 5521 members 
Mstep: Class 7 contains 129265 members 
Mstep: Class 8 contains 7456 members 
Mstep: Class 9 contains 36648 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 66986 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 96248 members 
Mstep: Class 15 contains 40467 members 
Mstep: Class 16 contains 77568 members 
Mstep: Class 17 contains 15456 members 
Mstep: Class 20 contains 38886 members 
Mstep: Class 21 contains 74599 members 
Mstep: Class 22 contains 32739 members 
Mstep: Class 23 contains 13429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78490600.000000 Penalty: 36178.632812
Iteration 20F: 19 clusters Score -7.84906e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 5084 members 
Mstep: Class 4 contains 27600 members 
Mstep: Class 5 contains 60980 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 7 contains 129392 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 36250 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 65896 members 
Mstep: Class 13 contains 4873 members 
Mstep: Class 14 contains 98130 members 
Mstep: Class 15 contains 40438 members 
Mstep: Class 16 contains 74849 members 
Mstep: Class 17 contains 15277 members 
Mstep: Class 20 contains 38950 members 
Mstep: Class 21 contains 72990 members 
Mstep: Class 22 contains 33073 members 
Mstep: Class 23 contains 14432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78495928.000000 Penalty: 36178.632812
Iteration 21Q: 19 clusters Score -7.849593e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 4 contains 27815 members 
Mstep: Class 5 contains 60794 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 129522 members 
Mstep: Class 8 contains 12483 members 
Mstep: Class 9 contains 35965 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 65198 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 99178 members 
Mstep: Class 15 contains 40407 members 
Mstep: Class 16 contains 71746 members 
Mstep: Class 17 contains 15125 members 
Mstep: Class 20 contains 39001 members 
Mstep: Class 21 contains 72021 members 
Mstep: Class 22 contains 33387 members 
Mstep: Class 23 contains 15349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78500368.000000 Penalty: 36178.632812
Iteration 22Q: 19 clusters Score -7.850037e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4870 members 
Mstep: Class 4 contains 27899 members 
Mstep: Class 5 contains 60648 members 
Mstep: Class 6 contains 5115 members 
Mstep: Class 7 contains 129600 members 
Mstep: Class 8 contains 15740 members 
Mstep: Class 9 contains 35775 members 
Mstep: Class 11 contains 1651 members 
Mstep: Class 12 contains 64649 members 
Mstep: Class 13 contains 5336 members 
Mstep: Class 14 contains 99860 members 
Mstep: Class 15 contains 40390 members 
Mstep: Class 16 contains 68071 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 20 contains 39021 members 
Mstep: Class 21 contains 71280 members 
Mstep: Class 22 contains 33655 members 
Mstep: Class 23 contains 16225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78505016.000000 Penalty: 36178.632812
Iteration 23Q: 19 clusters Score -7.850502e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4775 members 
Mstep: Class 4 contains 27915 members 
Mstep: Class 5 contains 60515 members 
Mstep: Class 6 contains 5035 members 
Mstep: Class 7 contains 129696 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 35595 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 12 contains 64230 members 
Mstep: Class 13 contains 5500 members 
Mstep: Class 14 contains 100331 members 
Mstep: Class 15 contains 40379 members 
Mstep: Class 16 contains 64090 members 
Mstep: Class 17 contains 15225 members 
Mstep: Class 20 contains 39051 members 
Mstep: Class 21 contains 70623 members 
Mstep: Class 22 contains 33903 members 
Mstep: Class 23 contains 17095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78509160.000000 Penalty: 36178.632812
Iteration 24Q: 19 clusters Score -7.850916e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 4 contains 27909 members 
Mstep: Class 5 contains 60361 members 
Mstep: Class 6 contains 4949 members 
Mstep: Class 7 contains 129788 members 
Mstep: Class 8 contains 22531 members 
Mstep: Class 9 contains 35511 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 63920 members 
Mstep: Class 13 contains 5650 members 
Mstep: Class 14 contains 100663 members 
Mstep: Class 15 contains 40378 members 
Mstep: Class 16 contains 60239 members 
Mstep: Class 17 contains 15414 members 
Mstep: Class 20 contains 39077 members 
Mstep: Class 21 contains 70044 members 
Mstep: Class 22 contains 34150 members 
Mstep: Class 23 contains 17915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78512464.000000 Penalty: 36178.632812
Iteration 25Q: 19 clusters Score -7.851246e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4600 members 
Mstep: Class 4 contains 27904 members 
Mstep: Class 5 contains 60179 members 
Mstep: Class 6 contains 4884 members 
Mstep: Class 7 contains 129862 members 
Mstep: Class 8 contains 24975 members 
Mstep: Class 9 contains 35522 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 63678 members 
Mstep: Class 13 contains 5793 members 
Mstep: Class 14 contains 100878 members 
Mstep: Class 15 contains 40389 members 
Mstep: Class 16 contains 57048 members 
Mstep: Class 17 contains 15690 members 
Mstep: Class 20 contains 39119 members 
Mstep: Class 21 contains 69547 members 
Mstep: Class 22 contains 34389 members 
Mstep: Class 23 contains 18697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78515024.000000 Penalty: 36178.632812
Iteration 26Q: 19 clusters Score -7.851502e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 4 contains 27904 members 
Mstep: Class 5 contains 59967 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 129919 members 
Mstep: Class 8 contains 26564 members 
Mstep: Class 9 contains 35535 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 63527 members 
Mstep: Class 13 contains 5922 members 
Mstep: Class 14 contains 100963 members 
Mstep: Class 15 contains 40394 members 
Mstep: Class 16 contains 54708 members 
Mstep: Class 17 contains 15998 members 
Mstep: Class 20 contains 39140 members 
Mstep: Class 21 contains 69016 members 
Mstep: Class 22 contains 34651 members 
Mstep: Class 23 contains 19535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78516336.000000 Penalty: 36178.632812
Iteration 27Q: 19 clusters Score -7.851634e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 4 contains 27915 members 
Mstep: Class 5 contains 59753 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 129974 members 
Mstep: Class 8 contains 27469 members 
Mstep: Class 9 contains 35473 members 
Mstep: Class 11 contains 1819 members 
Mstep: Class 12 contains 63406 members 
Mstep: Class 13 contains 6042 members 
Mstep: Class 14 contains 101022 members 
Mstep: Class 15 contains 40405 members 
Mstep: Class 16 contains 53023 members 
Mstep: Class 17 contains 16349 members 
Mstep: Class 20 contains 39163 members 
Mstep: Class 21 contains 68473 members 
Mstep: Class 22 contains 34918 members 
Mstep: Class 23 contains 20432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78517696.000000 Penalty: 36178.632812
Iteration 28Q: 19 clusters Score -7.85177e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4459 members 
Mstep: Class 4 contains 27924 members 
Mstep: Class 5 contains 59530 members 
Mstep: Class 6 contains 4710 members 
Mstep: Class 7 contains 130027 members 
Mstep: Class 8 contains 28025 members 
Mstep: Class 9 contains 35388 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 63331 members 
Mstep: Class 13 contains 6151 members 
Mstep: Class 14 contains 101030 members 
Mstep: Class 15 contains 40414 members 
Mstep: Class 16 contains 51686 members 
Mstep: Class 17 contains 16710 members 
Mstep: Class 20 contains 39184 members 
Mstep: Class 21 contains 67889 members 
Mstep: Class 22 contains 35184 members 
Mstep: Class 23 contains 21402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78518536.000000 Penalty: 36178.632812
Iteration 29Q: 19 clusters Score -7.851854e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 4 contains 27927 members 
Mstep: Class 5 contains 59255 members 
Mstep: Class 6 contains 4670 members 
Mstep: Class 7 contains 130079 members 
Mstep: Class 8 contains 28406 members 
Mstep: Class 9 contains 35307 members 
Mstep: Class 11 contains 1903 members 
Mstep: Class 12 contains 63301 members 
Mstep: Class 13 contains 6273 members 
Mstep: Class 14 contains 100976 members 
Mstep: Class 15 contains 40409 members 
Mstep: Class 16 contains 50597 members 
Mstep: Class 17 contains 17022 members 
Mstep: Class 20 contains 39184 members 
Mstep: Class 21 contains 67227 members 
Mstep: Class 22 contains 35501 members 
Mstep: Class 23 contains 22444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78519416.000000 Penalty: 36178.632812
Iteration 30Q: 19 clusters Score -7.851942e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 4 contains 27935 members 
Mstep: Class 5 contains 58973 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 7 contains 130123 members 
Mstep: Class 8 contains 28697 members 
Mstep: Class 9 contains 35216 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 63261 members 
Mstep: Class 13 contains 6411 members 
Mstep: Class 14 contains 100880 members 
Mstep: Class 15 contains 40411 members 
Mstep: Class 16 contains 49555 members 
Mstep: Class 17 contains 17341 members 
Mstep: Class 20 contains 39181 members 
Mstep: Class 21 contains 66426 members 
Mstep: Class 22 contains 35817 members 
Mstep: Class 23 contains 23682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78520416.000000 Penalty: 36178.632812
Iteration 31Q: 19 clusters Score -7.852042e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 4 contains 27950 members 
Mstep: Class 5 contains 58681 members 
Mstep: Class 6 contains 4600 members 
Mstep: Class 7 contains 130151 members 
Mstep: Class 8 contains 28939 members 
Mstep: Class 9 contains 35154 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 63287 members 
Mstep: Class 13 contains 6577 members 
Mstep: Class 14 contains 100714 members 
Mstep: Class 15 contains 40412 members 
Mstep: Class 16 contains 48565 members 
Mstep: Class 17 contains 17625 members 
Mstep: Class 20 contains 39185 members 
Mstep: Class 21 contains 65517 members 
Mstep: Class 22 contains 36125 members 
Mstep: Class 23 contains 25014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78521464.000000 Penalty: 36178.632812
Iteration 32Q: 19 clusters Score -7.852146e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 4 contains 27966 members 
Mstep: Class 5 contains 58363 members 
Mstep: Class 6 contains 4559 members 
Mstep: Class 7 contains 130187 members 
Mstep: Class 8 contains 29165 members 
Mstep: Class 9 contains 35071 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 63344 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 100559 members 
Mstep: Class 15 contains 40413 members 
Mstep: Class 16 contains 47612 members 
Mstep: Class 17 contains 17954 members 
Mstep: Class 20 contains 39189 members 
Mstep: Class 21 contains 64428 members 
Mstep: Class 22 contains 36437 members 
Mstep: Class 23 contains 26467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78522768.000000 Penalty: 36178.632812
Iteration 33Q: 19 clusters Score -7.852277e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 4 contains 27989 members 
Mstep: Class 5 contains 58005 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 130215 members 
Mstep: Class 8 contains 29364 members 
Mstep: Class 9 contains 34953 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 63451 members 
Mstep: Class 13 contains 6900 members 
Mstep: Class 14 contains 100386 members 
Mstep: Class 15 contains 40422 members 
Mstep: Class 16 contains 46790 members 
Mstep: Class 17 contains 18172 members 
Mstep: Class 20 contains 39199 members 
Mstep: Class 21 contains 63126 members 
Mstep: Class 22 contains 36799 members 
Mstep: Class 23 contains 28108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78524216.000000 Penalty: 36178.632812
Iteration 34Q: 19 clusters Score -7.852422e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 4 contains 28013 members 
Mstep: Class 5 contains 57607 members 
Mstep: Class 6 contains 4476 members 
Mstep: Class 7 contains 130258 members 
Mstep: Class 8 contains 29572 members 
Mstep: Class 9 contains 34878 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 63597 members 
Mstep: Class 13 contains 7067 members 
Mstep: Class 14 contains 100175 members 
Mstep: Class 15 contains 40431 members 
Mstep: Class 16 contains 46007 members 
Mstep: Class 17 contains 18348 members 
Mstep: Class 20 contains 39201 members 
Mstep: Class 21 contains 61523 members 
Mstep: Class 22 contains 37201 members 
Mstep: Class 23 contains 30003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78525600.000000 Penalty: 36178.632812
Iteration 35Q: 19 clusters Score -7.85256e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4338 members 
Mstep: Class 4 contains 28028 members 
Mstep: Class 5 contains 57183 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 130320 members 
Mstep: Class 8 contains 29796 members 
Mstep: Class 9 contains 34774 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 63770 members 
Mstep: Class 13 contains 7225 members 
Mstep: Class 14 contains 100003 members 
Mstep: Class 15 contains 40447 members 
Mstep: Class 16 contains 45257 members 
Mstep: Class 17 contains 18506 members 
Mstep: Class 20 contains 39216 members 
Mstep: Class 21 contains 59469 members 
Mstep: Class 22 contains 37636 members 
Mstep: Class 23 contains 32268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78527952.000000 Penalty: 36178.632812
Iteration 36Q: 19 clusters Score -7.852795e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4323 members 
Mstep: Class 4 contains 28036 members 
Mstep: Class 5 contains 56741 members 
Mstep: Class 6 contains 4379 members 
Mstep: Class 7 contains 130380 members 
Mstep: Class 8 contains 30022 members 
Mstep: Class 9 contains 34660 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 63988 members 
Mstep: Class 13 contains 7372 members 
Mstep: Class 14 contains 99831 members 
Mstep: Class 15 contains 40449 members 
Mstep: Class 16 contains 44641 members 
Mstep: Class 17 contains 18616 members 
Mstep: Class 20 contains 39220 members 
Mstep: Class 21 contains 56756 members 
Mstep: Class 22 contains 38115 members 
Mstep: Class 23 contains 35102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78531200.000000 Penalty: 36178.632812
Iteration 37Q: 19 clusters Score -7.85312e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4309 members 
Mstep: Class 4 contains 28043 members 
Mstep: Class 5 contains 56262 members 
Mstep: Class 6 contains 4337 members 
Mstep: Class 7 contains 130444 members 
Mstep: Class 8 contains 30249 members 
Mstep: Class 9 contains 34546 members 
Mstep: Class 11 contains 2293 members 
Mstep: Class 12 contains 64212 members 
Mstep: Class 13 contains 7542 members 
Mstep: Class 14 contains 99706 members 
Mstep: Class 15 contains 40466 members 
Mstep: Class 16 contains 44184 members 
Mstep: Class 17 contains 18633 members 
Mstep: Class 20 contains 39225 members 
Mstep: Class 21 contains 53200 members 
Mstep: Class 22 contains 38627 members 
Mstep: Class 23 contains 38626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78536248.000000 Penalty: 36178.632812
Iteration 38Q: 19 clusters Score -7.853625e+07 nChanged 7898
Entering ConstructFrom: 
Score: -78536248.000000 Penalty: 36178.632812
Entering ConstructFrom: 
Trying to split cluster 2 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -515132.750000 Penalty: 1244.742798
	Iteration 0F: 2 clusters Score -515132.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -511867.906250 Penalty: 2489.485596
	Iteration 0F: 3 clusters Score -511867.9 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -512781.562500 Penalty: 2489.485596
	Iteration 1F: 3 clusters Score -512781.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -512944.281250 Penalty: 2489.485596
	Iteration 2F: 3 clusters Score -512944.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -513036.343750 Penalty: 2489.485596
	Iteration 3Q: 3 clusters Score -513036.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -513100.843750 Penalty: 2489.485596
	Iteration 4Q: 3 clusters Score -513100.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -513150.125000 Penalty: 2489.485596
	Iteration 5Q: 3 clusters Score -513150.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -513183.656250 Penalty: 2489.485596
	Iteration 6Q: 3 clusters Score -513183.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -513209.656250 Penalty: 2489.485596
	Iteration 7Q: 3 clusters Score -513209.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -513230.156250 Penalty: 2489.485596
	Iteration 8Q: 3 clusters Score -513230.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -513247.500000 Penalty: 2489.485596
	Iteration 9Q: 3 clusters Score -513247.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -513266.000000 Penalty: 2489.485596
	Iteration 10Q: 3 clusters Score -513266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -513283.562500 Penalty: 2489.485596
	Iteration 11Q: 3 clusters Score -513283.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -513294.843750 Penalty: 2489.485596
	Iteration 12Q: 3 clusters Score -513294.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -513303.875000 Penalty: 2489.485596
	Iteration 13Q: 3 clusters Score -513303.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -513308.250000 Penalty: 2489.485596
	Iteration 14Q: 3 clusters Score -513308.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -513314.062500 Penalty: 2489.485596
	Iteration 15Q: 3 clusters Score -513314.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -513319.000000 Penalty: 2489.485596
	Iteration 16Q: 3 clusters Score -513319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -513324.750000 Penalty: 2489.485596
	Iteration 17Q: 3 clusters Score -513324.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -513330.406250 Penalty: 2489.485596
	Iteration 18Q: 3 clusters Score -513330.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -513334.750000 Penalty: 2489.485596
	Iteration 19Q: 3 clusters Score -513334.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -513341.562500 Penalty: 2489.485596
	Iteration 20F: 3 clusters Score -513341.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -513348.343750 Penalty: 2489.485596
	Iteration 21Q: 3 clusters Score -513348.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -513352.375000 Penalty: 2489.485596
	Iteration 22Q: 3 clusters Score -513352.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -513356.000000 Penalty: 2489.485596
	Iteration 23Q: 3 clusters Score -513356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -513360.656250 Penalty: 2489.485596
	Iteration 24Q: 3 clusters Score -513360.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -513367.750000 Penalty: 2489.485596
	Iteration 25Q: 3 clusters Score -513367.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -513374.718750 Penalty: 2489.485596
	Iteration 26Q: 3 clusters Score -513374.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -513382.531250 Penalty: 2489.485596
	Iteration 27Q: 3 clusters Score -513382.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -513391.656250 Penalty: 2489.485596
	Iteration 28Q: 3 clusters Score -513391.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -513400.375000 Penalty: 2489.485596
	Iteration 29Q: 3 clusters Score -513400.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -513410.562500 Penalty: 2489.485596
	Iteration 30Q: 3 clusters Score -513410.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -513424.406250 Penalty: 2489.485596
	Iteration 31Q: 3 clusters Score -513424.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -513439.968750 Penalty: 2489.485596
	Iteration 32Q: 3 clusters Score -513440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -513450.937500 Penalty: 2489.485596
	Iteration 33Q: 3 clusters Score -513450.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -513462.906250 Penalty: 2489.485596
	Iteration 34Q: 3 clusters Score -513462.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -513470.000000 Penalty: 2489.485596
	Iteration 35Q: 3 clusters Score -513470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -513477.187500 Penalty: 2489.485596
	Iteration 36Q: 3 clusters Score -513477.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -513485.406250 Penalty: 2489.485596
	Iteration 37Q: 3 clusters Score -513485.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -513496.625000 Penalty: 2489.485596
	Iteration 38Q: 3 clusters Score -513496.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -513505.468750 Penalty: 2489.485596
	Iteration 39Q: 3 clusters Score -513505.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -513518.406250 Penalty: 2489.485596
	Iteration 40F: 3 clusters Score -513518.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -513531.875000 Penalty: 2489.485596
	Iteration 41Q: 3 clusters Score -513531.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -513542.937500 Penalty: 2489.485596
	Iteration 42Q: 3 clusters Score -513542.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -513559.218750 Penalty: 2489.485596
	Iteration 43Q: 3 clusters Score -513559.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -513576.312500 Penalty: 2489.485596
	Iteration 44Q: 3 clusters Score -513576.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -513596.593750 Penalty: 2489.485596
	Iteration 45Q: 3 clusters Score -513596.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -513619.031250 Penalty: 2489.485596
	Iteration 46Q: 3 clusters Score -513619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -513636.343750 Penalty: 2489.485596
	Iteration 47Q: 3 clusters Score -513636.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -513650.500000 Penalty: 2489.485596
	Iteration 48Q: 3 clusters Score -513650.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -513661.687500 Penalty: 2489.485596
	Iteration 49Q: 3 clusters Score -513661.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -513670.406250 Penalty: 2489.485596
	Iteration 50Q: 3 clusters Score -513670.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -513679.093750 Penalty: 2489.485596
	Iteration 51Q: 3 clusters Score -513679.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -513684.750000 Penalty: 2489.485596
	Iteration 52Q: 3 clusters Score -513684.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -513695.250000 Penalty: 2489.485596
	Iteration 53Q: 3 clusters Score -513695.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -513705.593750 Penalty: 2489.485596
	Iteration 54Q: 3 clusters Score -513705.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -513720.000000 Penalty: 2489.485596
	Iteration 55Q: 3 clusters Score -513720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -513737.937500 Penalty: 2489.485596
	Iteration 56Q: 3 clusters Score -513737.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -513758.312500 Penalty: 2489.485596
	Iteration 57Q: 3 clusters Score -513758.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -513769.375000 Penalty: 2489.485596
	Iteration 58Q: 3 clusters Score -513769.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -513787.906250 Penalty: 2489.485596
	Iteration 59Q: 3 clusters Score -513787.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -513801.875000 Penalty: 2489.485596
	Iteration 60F: 3 clusters Score -513801.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -513815.156250 Penalty: 2489.485596
	Iteration 61Q: 3 clusters Score -513815.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -513827.437500 Penalty: 2489.485596
	Iteration 62Q: 3 clusters Score -513827.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -513841.906250 Penalty: 2489.485596
	Iteration 63Q: 3 clusters Score -513841.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -513861.031250 Penalty: 2489.485596
	Iteration 64Q: 3 clusters Score -513861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -513878.687500 Penalty: 2489.485596
	Iteration 65Q: 3 clusters Score -513878.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -513892.843750 Penalty: 2489.485596
	Iteration 66Q: 3 clusters Score -513892.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -513908.812500 Penalty: 2489.485596
	Iteration 67Q: 3 clusters Score -513908.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -513921.468750 Penalty: 2489.485596
	Iteration 68Q: 3 clusters Score -513921.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -513934.093750 Penalty: 2489.485596
	Iteration 69Q: 3 clusters Score -513934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -513944.843750 Penalty: 2489.485596
	Iteration 70Q: 3 clusters Score -513944.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -513955.687500 Penalty: 2489.485596
	Iteration 71Q: 3 clusters Score -513955.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -513962.531250 Penalty: 2489.485596
	Iteration 72Q: 3 clusters Score -513962.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -513967.125000 Penalty: 2489.485596
	Iteration 73Q: 3 clusters Score -513967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -513969.531250 Penalty: 2489.485596
	Iteration 74Q: 3 clusters Score -513969.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -513971.125000 Penalty: 2489.485596
	Iteration 75Q: 3 clusters Score -513971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -513971.281250 Penalty: 2489.485596
	Iteration 76Q: 3 clusters Score -513971.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -513972.937500 Penalty: 2489.485596
	Iteration 77Q: 3 clusters Score -513972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -513975.968750 Penalty: 2489.485596
	Iteration 78Q: 3 clusters Score -513976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -513977.093750 Penalty: 2489.485596
	Iteration 79Q: 3 clusters Score -513977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -513977.781250 Penalty: 2489.485596
	Iteration 80F: 3 clusters Score -513977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -513979.562500 Penalty: 2489.485596
	Iteration 81Q: 3 clusters Score -513979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -513981.375000 Penalty: 2489.485596
	Iteration 82Q: 3 clusters Score -513981.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -513984.656250 Penalty: 2489.485596
	Iteration 83Q: 3 clusters Score -513984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -513986.718750 Penalty: 2489.485596
	Iteration 84Q: 3 clusters Score -513986.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -513989.125000 Penalty: 2489.485596
	Iteration 85Q: 3 clusters Score -513989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -513990.156250 Penalty: 2489.485596
	Iteration 86Q: 3 clusters Score -513990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -513993.375000 Penalty: 2489.485596
	Iteration 87Q: 3 clusters Score -513993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -513993.687500 Penalty: 2489.485596
	Iteration 88Q: 3 clusters Score -513993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -513996.812500 Penalty: 2489.485596
	Iteration 89Q: 3 clusters Score -513996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -514000.843750 Penalty: 2489.485596
	Iteration 90Q: 3 clusters Score -514000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -514004.968750 Penalty: 2489.485596
	Iteration 91Q: 3 clusters Score -514005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -514008.218750 Penalty: 2489.485596
	Iteration 92Q: 3 clusters Score -514008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -514008.718750 Penalty: 2489.485596
	Iteration 93Q: 3 clusters Score -514008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -514015.312500 Penalty: 2489.485596
	Iteration 94Q: 3 clusters Score -514015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -514018.906250 Penalty: 2489.485596
	Iteration 95Q: 3 clusters Score -514018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -514020.750000 Penalty: 2489.485596
	Iteration 96Q: 3 clusters Score -514020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -514020.375000 Penalty: 2489.485596
	Iteration 97Q: 3 clusters Score -514020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -514020.375000 Penalty: 2489.485596
	Iteration 98F: 3 clusters Score -514020.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Entering Unmasked Estep 
Score: -3141415.000000 Penalty: 1523.960938
	Iteration 0F: 2 clusters Score -3141415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3123042.500000 Penalty: 3047.921875
	Iteration 0F: 3 clusters Score -3123042 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3129904.250000 Penalty: 3047.921875
	Iteration 1F: 3 clusters Score -3129904 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3130458.500000 Penalty: 3047.921875
	Iteration 2F: 3 clusters Score -3130458 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3131022.500000 Penalty: 3047.921875
	Iteration 3F: 3 clusters Score -3131022 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3131625.250000 Penalty: 3047.921875
	Iteration 4Q: 3 clusters Score -3131625 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3132411.750000 Penalty: 3047.921875
	Iteration 5F: 3 clusters Score -3132412 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3133325.000000 Penalty: 3047.921875
	Iteration 6F: 3 clusters Score -3133325 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3134340.000000 Penalty: 3047.921875
	Iteration 7F: 3 clusters Score -3134340 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3135434.000000 Penalty: 3047.921875
	Iteration 8F: 3 clusters Score -3135434 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3136446.000000 Penalty: 3047.921875
	Iteration 9F: 3 clusters Score -3136446 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3137358.250000 Penalty: 3047.921875
	Iteration 10Q: 3 clusters Score -3137358 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3138126.750000 Penalty: 3047.921875
	Iteration 11Q: 3 clusters Score -3138127 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3138757.500000 Penalty: 3047.921875
	Iteration 12Q: 3 clusters Score -3138758 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3139222.000000 Penalty: 3047.921875
	Iteration 13Q: 3 clusters Score -3139222 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3139563.000000 Penalty: 3047.921875
	Iteration 14Q: 3 clusters Score -3139563 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3139770.500000 Penalty: 3047.921875
	Iteration 15Q: 3 clusters Score -3139770 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3139900.750000 Penalty: 3047.921875
	Iteration 16Q: 3 clusters Score -3139901 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3139977.750000 Penalty: 3047.921875
	Iteration 17Q: 3 clusters Score -3139978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3140046.750000 Penalty: 3047.921875
	Iteration 18Q: 3 clusters Score -3140047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3140089.750000 Penalty: 3047.921875
	Iteration 19Q: 3 clusters Score -3140090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3140111.000000 Penalty: 3047.921875
	Iteration 20F: 3 clusters Score -3140111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3140139.000000 Penalty: 3047.921875
	Iteration 21Q: 3 clusters Score -3140139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3140165.250000 Penalty: 3047.921875
	Iteration 22Q: 3 clusters Score -3140165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3140194.750000 Penalty: 3047.921875
	Iteration 23Q: 3 clusters Score -3140195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3140196.500000 Penalty: 3047.921875
	Iteration 24Q: 3 clusters Score -3140196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3140207.500000 Penalty: 3047.921875
	Iteration 25Q: 3 clusters Score -3140208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3140217.500000 Penalty: 3047.921875
	Iteration 26Q: 3 clusters Score -3140218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3140224.250000 Penalty: 3047.921875
	Iteration 27Q: 3 clusters Score -3140224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3140231.500000 Penalty: 3047.921875
	Iteration 28Q: 3 clusters Score -3140232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3140234.500000 Penalty: 3047.921875
	Iteration 29Q: 3 clusters Score -3140234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3140237.500000 Penalty: 3047.921875
	Iteration 30Q: 3 clusters Score -3140238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3140238.000000 Penalty: 3047.921875
	Iteration 31Q: 3 clusters Score -3140238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3140238.000000 Penalty: 3047.921875
	Iteration 32F: 3 clusters Score -3140238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Entering Unmasked Estep 
Score: -6045716.500000 Penalty: 1626.076416
	Iteration 0F: 2 clusters Score -6045716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -6009265.000000 Penalty: 3252.152832
	Iteration 0F: 3 clusters Score -6009265 nChanged 25843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -6023562.000000 Penalty: 3252.152832
	Iteration 1F: 3 clusters Score -6023562 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -6024283.500000 Penalty: 3252.152832
	Iteration 2Q: 3 clusters Score -6024284 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -6024980.500000 Penalty: 3252.152832
	Iteration 3Q: 3 clusters Score -6024980 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -6025576.500000 Penalty: 3252.152832
	Iteration 4Q: 3 clusters Score -6025576 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -6026313.500000 Penalty: 3252.152832
	Iteration 5Q: 3 clusters Score -6026314 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -6027053.000000 Penalty: 3252.152832
	Iteration 6Q: 3 clusters Score -6027053 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -6028062.000000 Penalty: 3252.152832
	Iteration 7Q: 3 clusters Score -6028062 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -6029111.000000 Penalty: 3252.152832
	Iteration 8Q: 3 clusters Score -6029111 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -6030463.500000 Penalty: 3252.152832
	Iteration 9Q: 3 clusters Score -6030464 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -6032159.500000 Penalty: 3252.152832
	Iteration 10Q: 3 clusters Score -6032160 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -6034092.000000 Penalty: 3252.152832
	Iteration 11F: 3 clusters Score -6034092 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -6036451.500000 Penalty: 3252.152832
	Iteration 12F: 3 clusters Score -6036452 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -6038906.000000 Penalty: 3252.152832
	Iteration 13F: 3 clusters Score -6038906 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6041265.500000 Penalty: 3252.152832
	Iteration 14Q: 3 clusters Score -6041266 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -6043318.500000 Penalty: 3252.152832
	Iteration 15Q: 3 clusters Score -6043318 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6044283.000000 Penalty: 3252.152832
	Iteration 16Q: 3 clusters Score -6044283 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -6044666.500000 Penalty: 3252.152832
	Iteration 17Q: 3 clusters Score -6044666 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -6044837.000000 Penalty: 3252.152832
	Iteration 18Q: 3 clusters Score -6044837 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -6044948.500000 Penalty: 3252.152832
	Iteration 19Q: 3 clusters Score -6044948 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -6045037.000000 Penalty: 3252.152832
	Iteration 20F: 3 clusters Score -6045037 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -6045074.500000 Penalty: 3252.152832
	Iteration 21Q: 3 clusters Score -6045074 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -6045125.500000 Penalty: 3252.152832
	Iteration 22Q: 3 clusters Score -6045126 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -6045148.500000 Penalty: 3252.152832
	Iteration 23Q: 3 clusters Score -6045148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -6045167.000000 Penalty: 3252.152832
	Iteration 24Q: 3 clusters Score -6045167 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -6045196.500000 Penalty: 3252.152832
	Iteration 25Q: 3 clusters Score -6045196 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -6045229.000000 Penalty: 3252.152832
	Iteration 26Q: 3 clusters Score -6045229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -6045251.500000 Penalty: 3252.152832
	Iteration 27Q: 3 clusters Score -6045252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -6045253.500000 Penalty: 3252.152832
	Iteration 28Q: 3 clusters Score -6045254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -6045256.500000 Penalty: 3252.152832
	Iteration 29Q: 3 clusters Score -6045256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -6045253.000000 Penalty: 3252.152832
	Iteration 30Q: 3 clusters Score -6045253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -6045235.500000 Penalty: 3252.152832
	Iteration 31Q: 3 clusters Score -6045236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -6045255.500000 Penalty: 3252.152832
	Iteration 32Q: 3 clusters Score -6045256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -6045257.000000 Penalty: 3252.152832
	Iteration 33Q: 3 clusters Score -6045257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -6045258.500000 Penalty: 3252.152832
	Iteration 34Q: 3 clusters Score -6045258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -6045257.000000 Penalty: 3252.152832
	Iteration 35Q: 3 clusters Score -6045257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -6045275.000000 Penalty: 3252.152832
	Iteration 36Q: 3 clusters Score -6045275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -6045276.500000 Penalty: 3252.152832
	Iteration 37Q: 3 clusters Score -6045276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -6045277.500000 Penalty: 3252.152832
	Iteration 38Q: 3 clusters Score -6045278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -6045277.000000 Penalty: 3252.152832
	Iteration 39Q: 3 clusters Score -6045277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -6045279.000000 Penalty: 3252.152832
	Iteration 40F: 3 clusters Score -6045279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -6045280.500000 Penalty: 3252.152832
	Iteration 41Q: 3 clusters Score -6045280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -6045291.500000 Penalty: 3252.152832
	Iteration 42Q: 3 clusters Score -6045292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -6045296.000000 Penalty: 3252.152832
	Iteration 43Q: 3 clusters Score -6045296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -6045296.500000 Penalty: 3252.152832
	Iteration 44Q: 3 clusters Score -6045296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -6045295.500000 Penalty: 3252.152832
	Iteration 45Q: 3 clusters Score -6045296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -6045302.000000 Penalty: 3252.152832
	Iteration 46Q: 3 clusters Score -6045302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -6045291.000000 Penalty: 3252.152832
	Iteration 47Q: 3 clusters Score -6045291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -6045301.000000 Penalty: 3252.152832
	Iteration 48Q: 3 clusters Score -6045301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -6045297.500000 Penalty: 3252.152832
	Iteration 49Q: 3 clusters Score -6045298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -6045296.500000 Penalty: 3252.152832
	Iteration 50Q: 3 clusters Score -6045296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -6045297.500000 Penalty: 3252.152832
	Iteration 51Q: 3 clusters Score -6045298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -6045297.000000 Penalty: 3252.152832
	Iteration 52Q: 3 clusters Score -6045297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -6045301.500000 Penalty: 3252.152832
	Iteration 53Q: 3 clusters Score -6045302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -6045300.500000 Penalty: 3252.152832
	Iteration 54Q: 3 clusters Score -6045300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -6045300.000000 Penalty: 3252.152832
	Iteration 55Q: 3 clusters Score -6045300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -6045301.000000 Penalty: 3252.152832
	Iteration 56Q: 3 clusters Score -6045301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -6045301.000000 Penalty: 3252.152832
	Iteration 57F: 3 clusters Score -6045301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Entering Unmasked Estep 
Score: -504108.375000 Penalty: 1244.708130
	Iteration 0F: 2 clusters Score -504108.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -500856.125000 Penalty: 2489.416260
	Iteration 0F: 3 clusters Score -500856.1 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -501796.500000 Penalty: 2489.416260
	Iteration 1F: 3 clusters Score -501796.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -501961.406250 Penalty: 2489.416260
	Iteration 2F: 3 clusters Score -501961.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -502064.968750 Penalty: 2489.416260
	Iteration 3Q: 3 clusters Score -502065 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -502135.187500 Penalty: 2489.416260
	Iteration 4Q: 3 clusters Score -502135.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -502183.937500 Penalty: 2489.416260
	Iteration 5Q: 3 clusters Score -502183.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -502218.656250 Penalty: 2489.416260
	Iteration 6Q: 3 clusters Score -502218.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -502246.468750 Penalty: 2489.416260
	Iteration 7Q: 3 clusters Score -502246.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -502264.343750 Penalty: 2489.416260
	Iteration 8Q: 3 clusters Score -502264.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -502278.312500 Penalty: 2489.416260
	Iteration 9Q: 3 clusters Score -502278.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -502293.156250 Penalty: 2489.416260
	Iteration 10Q: 3 clusters Score -502293.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -502304.250000 Penalty: 2489.416260
	Iteration 11Q: 3 clusters Score -502304.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -502315.062500 Penalty: 2489.416260
	Iteration 12Q: 3 clusters Score -502315.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -502321.593750 Penalty: 2489.416260
	Iteration 13Q: 3 clusters Score -502321.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -502329.125000 Penalty: 2489.416260
	Iteration 14Q: 3 clusters Score -502329.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -502335.375000 Penalty: 2489.416260
	Iteration 15Q: 3 clusters Score -502335.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -502342.968750 Penalty: 2489.416260
	Iteration 16Q: 3 clusters Score -502343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -502351.468750 Penalty: 2489.416260
	Iteration 17Q: 3 clusters Score -502351.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -502360.187500 Penalty: 2489.416260
	Iteration 18Q: 3 clusters Score -502360.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -502367.843750 Penalty: 2489.416260
	Iteration 19Q: 3 clusters Score -502367.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -502378.343750 Penalty: 2489.416260
	Iteration 20F: 3 clusters Score -502378.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -502387.218750 Penalty: 2489.416260
	Iteration 21Q: 3 clusters Score -502387.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -502398.750000 Penalty: 2489.416260
	Iteration 22Q: 3 clusters Score -502398.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -502407.781250 Penalty: 2489.416260
	Iteration 23Q: 3 clusters Score -502407.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -502415.562500 Penalty: 2489.416260
	Iteration 24Q: 3 clusters Score -502415.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -502424.281250 Penalty: 2489.416260
	Iteration 25Q: 3 clusters Score -502424.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -502433.125000 Penalty: 2489.416260
	Iteration 26Q: 3 clusters Score -502433.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -502440.750000 Penalty: 2489.416260
	Iteration 27Q: 3 clusters Score -502440.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -502451.093750 Penalty: 2489.416260
	Iteration 28Q: 3 clusters Score -502451.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -502461.593750 Penalty: 2489.416260
	Iteration 29Q: 3 clusters Score -502461.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -502471.656250 Penalty: 2489.416260
	Iteration 30Q: 3 clusters Score -502471.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -502484.093750 Penalty: 2489.416260
	Iteration 31Q: 3 clusters Score -502484.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -502499.656250 Penalty: 2489.416260
	Iteration 32Q: 3 clusters Score -502499.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -502517.656250 Penalty: 2489.416260
	Iteration 33Q: 3 clusters Score -502517.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -502536.156250 Penalty: 2489.416260
	Iteration 34Q: 3 clusters Score -502536.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -502560.500000 Penalty: 2489.416260
	Iteration 35Q: 3 clusters Score -502560.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -502588.000000 Penalty: 2489.416260
	Iteration 36Q: 3 clusters Score -502588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -502627.125000 Penalty: 2489.416260
	Iteration 37Q: 3 clusters Score -502627.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -502671.656250 Penalty: 2489.416260
	Iteration 38Q: 3 clusters Score -502671.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -502709.593750 Penalty: 2489.416260
	Iteration 39Q: 3 clusters Score -502709.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -502741.312500 Penalty: 2489.416260
	Iteration 40F: 3 clusters Score -502741.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -502773.656250 Penalty: 2489.416260
	Iteration 41Q: 3 clusters Score -502773.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -502805.281250 Penalty: 2489.416260
	Iteration 42Q: 3 clusters Score -502805.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -502830.656250 Penalty: 2489.416260
	Iteration 43Q: 3 clusters Score -502830.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -502860.250000 Penalty: 2489.416260
	Iteration 44Q: 3 clusters Score -502860.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -502877.656250 Penalty: 2489.416260
	Iteration 45Q: 3 clusters Score -502877.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -502896.187500 Penalty: 2489.416260
	Iteration 46Q: 3 clusters Score -502896.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -502915.406250 Penalty: 2489.416260
	Iteration 47Q: 3 clusters Score -502915.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -502931.937500 Penalty: 2489.416260
	Iteration 48Q: 3 clusters Score -502931.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -502940.125000 Penalty: 2489.416260
	Iteration 49Q: 3 clusters Score -502940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -502942.937500 Penalty: 2489.416260
	Iteration 50Q: 3 clusters Score -502942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -502948.875000 Penalty: 2489.416260
	Iteration 51Q: 3 clusters Score -502948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -502954.625000 Penalty: 2489.416260
	Iteration 52Q: 3 clusters Score -502954.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -502963.906250 Penalty: 2489.416260
	Iteration 53Q: 3 clusters Score -502963.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -502974.125000 Penalty: 2489.416260
	Iteration 54Q: 3 clusters Score -502974.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -502982.218750 Penalty: 2489.416260
	Iteration 55Q: 3 clusters Score -502982.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -502989.375000 Penalty: 2489.416260
	Iteration 56Q: 3 clusters Score -502989.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -502995.875000 Penalty: 2489.416260
	Iteration 57Q: 3 clusters Score -502995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -503000.062500 Penalty: 2489.416260
	Iteration 58Q: 3 clusters Score -503000.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -503003.906250 Penalty: 2489.416260
	Iteration 59Q: 3 clusters Score -503003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -503008.531250 Penalty: 2489.416260
	Iteration 60F: 3 clusters Score -503008.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -503013.562500 Penalty: 2489.416260
	Iteration 61Q: 3 clusters Score -503013.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -503018.437500 Penalty: 2489.416260
	Iteration 62Q: 3 clusters Score -503018.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -503021.562500 Penalty: 2489.416260
	Iteration 63Q: 3 clusters Score -503021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -503024.593750 Penalty: 2489.416260
	Iteration 64Q: 3 clusters Score -503024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -503028.343750 Penalty: 2489.416260
	Iteration 65Q: 3 clusters Score -503028.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -503031.000000 Penalty: 2489.416260
	Iteration 66Q: 3 clusters Score -503031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -503037.343750 Penalty: 2489.416260
	Iteration 67Q: 3 clusters Score -503037.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -503044.281250 Penalty: 2489.416260
	Iteration 68Q: 3 clusters Score -503044.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -503050.937500 Penalty: 2489.416260
	Iteration 69Q: 3 clusters Score -503050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -503056.500000 Penalty: 2489.416260
	Iteration 70Q: 3 clusters Score -503056.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -503059.406250 Penalty: 2489.416260
	Iteration 71Q: 3 clusters Score -503059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -503065.093750 Penalty: 2489.416260
	Iteration 72Q: 3 clusters Score -503065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -503070.968750 Penalty: 2489.416260
	Iteration 73Q: 3 clusters Score -503071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -503075.593750 Penalty: 2489.416260
	Iteration 74Q: 3 clusters Score -503075.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -503084.500000 Penalty: 2489.416260
	Iteration 75Q: 3 clusters Score -503084.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -503090.187500 Penalty: 2489.416260
	Iteration 76Q: 3 clusters Score -503090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -503094.437500 Penalty: 2489.416260
	Iteration 77Q: 3 clusters Score -503094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -503095.656250 Penalty: 2489.416260
	Iteration 78Q: 3 clusters Score -503095.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -503099.281250 Penalty: 2489.416260
	Iteration 79Q: 3 clusters Score -503099.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -503102.125000 Penalty: 2489.416260
	Iteration 80F: 3 clusters Score -503102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -503103.343750 Penalty: 2489.416260
	Iteration 81Q: 3 clusters Score -503103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -503106.156250 Penalty: 2489.416260
	Iteration 82Q: 3 clusters Score -503106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -503109.500000 Penalty: 2489.416260
	Iteration 83Q: 3 clusters Score -503109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -503110.031250 Penalty: 2489.416260
	Iteration 84Q: 3 clusters Score -503110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -503111.312500 Penalty: 2489.416260
	Iteration 85Q: 3 clusters Score -503111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -503114.531250 Penalty: 2489.416260
	Iteration 86Q: 3 clusters Score -503114.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -503115.156250 Penalty: 2489.416260
	Iteration 87Q: 3 clusters Score -503115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -503115.031250 Penalty: 2489.416260
	Iteration 88Q: 3 clusters Score -503115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -503115.031250 Penalty: 2489.416260
	Iteration 89F: 3 clusters Score -503115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (130502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130502 members 
Entering Unmasked Estep 
Score: -14285618.000000 Penalty: 1752.736694
	Iteration 0F: 2 clusters Score -1.428562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -14200148.000000 Penalty: 3505.473389
	Iteration 0F: 3 clusters Score -1.420015e+07 nChanged 62074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -14235891.000000 Penalty: 3505.473389
	Iteration 1F: 3 clusters Score -1.423589e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -14236954.000000 Penalty: 3505.473389
	Iteration 2Q: 3 clusters Score -1.423695e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -14238241.000000 Penalty: 3505.473389
	Iteration 3Q: 3 clusters Score -1.423824e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -14239739.000000 Penalty: 3505.473389
	Iteration 4Q: 3 clusters Score -1.423974e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -14241451.000000 Penalty: 3505.473389
	Iteration 5Q: 3 clusters Score -1.424145e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -14243522.000000 Penalty: 3505.473389
	Iteration 6Q: 3 clusters Score -1.424352e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -14245761.000000 Penalty: 3505.473389
	Iteration 7Q: 3 clusters Score -1.424576e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 73701 members 
Entering Unmasked Estep 
Score: -14248442.000000 Penalty: 3505.473389
	Iteration 8Q: 3 clusters Score -1.424844e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -14251269.000000 Penalty: 3505.473389
	Iteration 9Q: 3 clusters Score -1.425127e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -14254983.000000 Penalty: 3505.473389
	Iteration 10Q: 3 clusters Score -1.425498e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 83026 members 
Entering Unmasked Estep 
Score: -14260466.000000 Penalty: 3505.473389
	Iteration 11Q: 3 clusters Score -1.426047e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -14267663.000000 Penalty: 3505.473389
	Iteration 12Q: 3 clusters Score -1.426766e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -14272548.000000 Penalty: 3505.473389
	Iteration 13Q: 3 clusters Score -1.427255e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -14274315.000000 Penalty: 3505.473389
	Iteration 14Q: 3 clusters Score -1.427432e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -14275168.000000 Penalty: 3505.473389
	Iteration 15Q: 3 clusters Score -1.427517e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -14275562.000000 Penalty: 3505.473389
	Iteration 16Q: 3 clusters Score -1.427556e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -14275913.000000 Penalty: 3505.473389
	Iteration 17Q: 3 clusters Score -1.427591e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -14276138.000000 Penalty: 3505.473389
	Iteration 18Q: 3 clusters Score -1.427614e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -14276360.000000 Penalty: 3505.473389
	Iteration 19Q: 3 clusters Score -1.427636e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -14276572.000000 Penalty: 3505.473389
	Iteration 20F: 3 clusters Score -1.427657e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -14276704.000000 Penalty: 3505.473389
	Iteration 21Q: 3 clusters Score -1.42767e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -14276856.000000 Penalty: 3505.473389
	Iteration 22Q: 3 clusters Score -1.427686e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -14277198.000000 Penalty: 3505.473389
	Iteration 23Q: 3 clusters Score -1.42772e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -14277462.000000 Penalty: 3505.473389
	Iteration 24Q: 3 clusters Score -1.427746e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -14277825.000000 Penalty: 3505.473389
	Iteration 25Q: 3 clusters Score -1.427782e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -14278345.000000 Penalty: 3505.473389
	Iteration 26Q: 3 clusters Score -1.427834e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
Score: -14278830.000000 Penalty: 3505.473389
	Iteration 27Q: 3 clusters Score -1.427883e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -14279346.000000 Penalty: 3505.473389
	Iteration 28Q: 3 clusters Score -1.427935e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -14280002.000000 Penalty: 3505.473389
	Iteration 29Q: 3 clusters Score -1.428e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -14280980.000000 Penalty: 3505.473389
	Iteration 30Q: 3 clusters Score -1.428098e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -14282190.000000 Penalty: 3505.473389
	Iteration 31Q: 3 clusters Score -1.428219e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -14284030.000000 Penalty: 3505.473389
	Iteration 32Q: 3 clusters Score -1.428403e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -14286575.000000 Penalty: 3505.473389
	Iteration 33Q: 3 clusters Score -1.428658e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -14289884.000000 Penalty: 3505.473389
	Iteration 34Q: 3 clusters Score -1.428988e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -14292226.000000 Penalty: 3505.473389
	Iteration 35Q: 3 clusters Score -1.429223e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -14293253.000000 Penalty: 3505.473389
	Iteration 36Q: 3 clusters Score -1.429325e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -14293533.000000 Penalty: 3505.473389
	Iteration 37Q: 3 clusters Score -1.429353e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -14293636.000000 Penalty: 3505.473389
	Iteration 38Q: 3 clusters Score -1.429364e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -14293627.000000 Penalty: 3505.473389
	Iteration 39Q: 3 clusters Score -1.429363e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83283 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -14293701.000000 Penalty: 3505.473389
	Iteration 40F: 3 clusters Score -1.42937e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -14293726.000000 Penalty: 3505.473389
	Iteration 41Q: 3 clusters Score -1.429373e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -14293732.000000 Penalty: 3505.473389
	Iteration 42Q: 3 clusters Score -1.429373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -14293753.000000 Penalty: 3505.473389
	Iteration 43Q: 3 clusters Score -1.429375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -14293745.000000 Penalty: 3505.473389
	Iteration 44Q: 3 clusters Score -1.429374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -14293736.000000 Penalty: 3505.473389
	Iteration 45Q: 3 clusters Score -1.429374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -14293736.000000 Penalty: 3505.473389
	Iteration 46F: 3 clusters Score -1.429374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 55711 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 83417 members 
Mstep: Class 8 contains 30445 members 
Mstep: Class 9 contains 34491 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 64497 members 
Mstep: Class 13 contains 7707 members 
Mstep: Class 14 contains 99672 members 
Mstep: Class 15 contains 40482 members 
Mstep: Class 16 contains 43921 members 
Mstep: Class 17 contains 18592 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 39206 members 
Mstep: Class 23 contains 42642 members 
Entering Unmasked Estep 
Score: -78546912.000000 Penalty: 38188.558594
Splitting cluster 7 changes total score from -78536248.000000 to -78546912.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (30445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Entering Unmasked Estep 
Score: -3415918.000000 Penalty: 1536.163208
	Iteration 0F: 2 clusters Score -3415918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3396164.250000 Penalty: 3072.326416
	Iteration 0F: 3 clusters Score -3396164 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3403618.500000 Penalty: 3072.326416
	Iteration 1F: 3 clusters Score -3403618 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3404164.750000 Penalty: 3072.326416
	Iteration 2F: 3 clusters Score -3404165 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3404605.000000 Penalty: 3072.326416
	Iteration 3Q: 3 clusters Score -3404605 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3405030.750000 Penalty: 3072.326416
	Iteration 4Q: 3 clusters Score -3405031 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3405425.750000 Penalty: 3072.326416
	Iteration 5Q: 3 clusters Score -3405426 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3405805.750000 Penalty: 3072.326416
	Iteration 6Q: 3 clusters Score -3405806 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3406267.250000 Penalty: 3072.326416
	Iteration 7Q: 3 clusters Score -3406267 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3406824.000000 Penalty: 3072.326416
	Iteration 8Q: 3 clusters Score -3406824 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3407474.000000 Penalty: 3072.326416
	Iteration 9Q: 3 clusters Score -3407474 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3408267.250000 Penalty: 3072.326416
	Iteration 10Q: 3 clusters Score -3408267 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3409202.500000 Penalty: 3072.326416
	Iteration 11F: 3 clusters Score -3409202 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3410310.000000 Penalty: 3072.326416
	Iteration 12F: 3 clusters Score -3410310 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3411495.250000 Penalty: 3072.326416
	Iteration 13F: 3 clusters Score -3411495 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3412572.250000 Penalty: 3072.326416
	Iteration 14Q: 3 clusters Score -3412572 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3413428.250000 Penalty: 3072.326416
	Iteration 15Q: 3 clusters Score -3413428 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3413964.250000 Penalty: 3072.326416
	Iteration 16Q: 3 clusters Score -3413964 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3414289.500000 Penalty: 3072.326416
	Iteration 17Q: 3 clusters Score -3414290 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3414466.500000 Penalty: 3072.326416
	Iteration 18Q: 3 clusters Score -3414466 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -3414568.000000 Penalty: 3072.326416
	Iteration 19Q: 3 clusters Score -3414568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3414630.250000 Penalty: 3072.326416
	Iteration 20F: 3 clusters Score -3414630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3414674.000000 Penalty: 3072.326416
	Iteration 21Q: 3 clusters Score -3414674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3414704.250000 Penalty: 3072.326416
	Iteration 22Q: 3 clusters Score -3414704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -3414730.250000 Penalty: 3072.326416
	Iteration 23Q: 3 clusters Score -3414730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3414733.250000 Penalty: 3072.326416
	Iteration 24Q: 3 clusters Score -3414733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -3414742.500000 Penalty: 3072.326416
	Iteration 25Q: 3 clusters Score -3414742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3414746.000000 Penalty: 3072.326416
	Iteration 26Q: 3 clusters Score -3414746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3414751.500000 Penalty: 3072.326416
	Iteration 27Q: 3 clusters Score -3414752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3414751.500000 Penalty: 3072.326416
	Iteration 28F: 3 clusters Score -3414752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Entering Unmasked Estep 
Score: -3492601.250000 Penalty: 1554.729980
	Iteration 0F: 2 clusters Score -3492601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3470145.500000 Penalty: 3109.459961
	Iteration 0F: 3 clusters Score -3470146 nChanged 15561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3478732.500000 Penalty: 3109.459961
	Iteration 1F: 3 clusters Score -3478732 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3479430.000000 Penalty: 3109.459961
	Iteration 2F: 3 clusters Score -3479430 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -3480075.250000 Penalty: 3109.459961
	Iteration 3Q: 3 clusters Score -3480075 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3480822.250000 Penalty: 3109.459961
	Iteration 4Q: 3 clusters Score -3480822 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3481649.250000 Penalty: 3109.459961
	Iteration 5Q: 3 clusters Score -3481649 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3482691.250000 Penalty: 3109.459961
	Iteration 6F: 3 clusters Score -3482691 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3483765.500000 Penalty: 3109.459961
	Iteration 7F: 3 clusters Score -3483766 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3484874.500000 Penalty: 3109.459961
	Iteration 8F: 3 clusters Score -3484874 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3486016.250000 Penalty: 3109.459961
	Iteration 9F: 3 clusters Score -3486016 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3487090.500000 Penalty: 3109.459961
	Iteration 10Q: 3 clusters Score -3487090 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3488270.750000 Penalty: 3109.459961
	Iteration 11Q: 3 clusters Score -3488271 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3489455.250000 Penalty: 3109.459961
	Iteration 12Q: 3 clusters Score -3489455 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -3490625.750000 Penalty: 3109.459961
	Iteration 13Q: 3 clusters Score -3490626 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3491745.250000 Penalty: 3109.459961
	Iteration 14Q: 3 clusters Score -3491745 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3492831.000000 Penalty: 3109.459961
	Iteration 15Q: 3 clusters Score -3492831 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3493724.250000 Penalty: 3109.459961
	Iteration 16Q: 3 clusters Score -3493724 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -3494313.750000 Penalty: 3109.459961
	Iteration 17Q: 3 clusters Score -3494314 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -3494678.250000 Penalty: 3109.459961
	Iteration 18Q: 3 clusters Score -3494678 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -3494856.000000 Penalty: 3109.459961
	Iteration 19Q: 3 clusters Score -3494856 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -3494971.250000 Penalty: 3109.459961
	Iteration 20F: 3 clusters Score -3494971 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3495019.250000 Penalty: 3109.459961
	Iteration 21Q: 3 clusters Score -3495019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -3495052.500000 Penalty: 3109.459961
	Iteration 22Q: 3 clusters Score -3495052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -3495066.500000 Penalty: 3109.459961
	Iteration 23Q: 3 clusters Score -3495066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -3495077.250000 Penalty: 3109.459961
	Iteration 24Q: 3 clusters Score -3495077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -3495087.000000 Penalty: 3109.459961
	Iteration 25Q: 3 clusters Score -3495087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -3495095.750000 Penalty: 3109.459961
	Iteration 26Q: 3 clusters Score -3495096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -3495103.250000 Penalty: 3109.459961
	Iteration 27Q: 3 clusters Score -3495103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -3495110.500000 Penalty: 3109.459961
	Iteration 28Q: 3 clusters Score -3495110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -3495117.500000 Penalty: 3109.459961
	Iteration 29Q: 3 clusters Score -3495118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -3495113.250000 Penalty: 3109.459961
	Iteration 30Q: 3 clusters Score -3495113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3495117.500000 Penalty: 3109.459961
	Iteration 31Q: 3 clusters Score -3495118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3495117.500000 Penalty: 3109.459961
	Iteration 32F: 3 clusters Score -3495118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 33070 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 55711 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 83417 members 
Mstep: Class 8 contains 30445 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 64497 members 
Mstep: Class 13 contains 7707 members 
Mstep: Class 14 contains 99672 members 
Mstep: Class 15 contains 40482 members 
Mstep: Class 16 contains 43921 members 
Mstep: Class 17 contains 18592 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 39206 members 
Mstep: Class 23 contains 42642 members 
Entering Unmasked Estep 
Score: -78549096.000000 Penalty: 40198.480469
Splitting cluster 9 changes total score from -78536248.000000 to -78549096.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 11 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -267449.218750 Penalty: 1151.746216
	Iteration 0F: 2 clusters Score -267449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -265382.218750 Penalty: 2303.492432
	Iteration 0F: 3 clusters Score -265382.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -265900.093750 Penalty: 2303.492432
	Iteration 1F: 3 clusters Score -265900.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -266023.343750 Penalty: 2303.492432
	Iteration 2F: 3 clusters Score -266023.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -266081.250000 Penalty: 2303.492432
	Iteration 3Q: 3 clusters Score -266081.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -266115.125000 Penalty: 2303.492432
	Iteration 4Q: 3 clusters Score -266115.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -266147.125000 Penalty: 2303.492432
	Iteration 5Q: 3 clusters Score -266147.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -266170.531250 Penalty: 2303.492432
	Iteration 6Q: 3 clusters Score -266170.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -266200.968750 Penalty: 2303.492432
	Iteration 7Q: 3 clusters Score -266201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -266222.312500 Penalty: 2303.492432
	Iteration 8Q: 3 clusters Score -266222.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -266237.250000 Penalty: 2303.492432
	Iteration 9Q: 3 clusters Score -266237.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -266256.062500 Penalty: 2303.492432
	Iteration 10Q: 3 clusters Score -266256.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -266270.375000 Penalty: 2303.492432
	Iteration 11Q: 3 clusters Score -266270.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -266277.500000 Penalty: 2303.492432
	Iteration 12Q: 3 clusters Score -266277.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -266284.718750 Penalty: 2303.492432
	Iteration 13Q: 3 clusters Score -266284.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -266289.656250 Penalty: 2303.492432
	Iteration 14Q: 3 clusters Score -266289.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -266292.281250 Penalty: 2303.492432
	Iteration 15Q: 3 clusters Score -266292.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -266294.843750 Penalty: 2303.492432
	Iteration 16Q: 3 clusters Score -266294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -266296.343750 Penalty: 2303.492432
	Iteration 17Q: 3 clusters Score -266296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -266297.281250 Penalty: 2303.492432
	Iteration 18Q: 3 clusters Score -266297.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -266297.750000 Penalty: 2303.492432
	Iteration 19Q: 3 clusters Score -266297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -266297.500000 Penalty: 2303.492432
	Iteration 20F: 3 clusters Score -266297.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Entering Unmasked Estep 
Score: -6965313.000000 Penalty: 1647.866943
	Iteration 0F: 2 clusters Score -6965313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -6923237.000000 Penalty: 3295.733887
	Iteration 0F: 3 clusters Score -6923237 nChanged 30067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -6940939.500000 Penalty: 3295.733887
	Iteration 1F: 3 clusters Score -6940940 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -6943000.500000 Penalty: 3295.733887
	Iteration 2F: 3 clusters Score -6943000 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -6945587.500000 Penalty: 3295.733887
	Iteration 3F: 3 clusters Score -6945588 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -6948478.500000 Penalty: 3295.733887
	Iteration 4F: 3 clusters Score -6948478 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -6951342.500000 Penalty: 3295.733887
	Iteration 5F: 3 clusters Score -6951342 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -6954018.500000 Penalty: 3295.733887
	Iteration 6F: 3 clusters Score -6954018 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -6955944.500000 Penalty: 3295.733887
	Iteration 7F: 3 clusters Score -6955944 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -6957330.500000 Penalty: 3295.733887
	Iteration 8Q: 3 clusters Score -6957330 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -6958263.500000 Penalty: 3295.733887
	Iteration 9Q: 3 clusters Score -6958264 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -6958938.500000 Penalty: 3295.733887
	Iteration 10Q: 3 clusters Score -6958938 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -6959548.000000 Penalty: 3295.733887
	Iteration 11Q: 3 clusters Score -6959548 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -6959961.500000 Penalty: 3295.733887
	Iteration 12Q: 3 clusters Score -6959962 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -6960319.500000 Penalty: 3295.733887
	Iteration 13Q: 3 clusters Score -6960320 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -6960616.000000 Penalty: 3295.733887
	Iteration 14Q: 3 clusters Score -6960616 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -6960865.000000 Penalty: 3295.733887
	Iteration 15Q: 3 clusters Score -6960865 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -6961111.000000 Penalty: 3295.733887
	Iteration 16Q: 3 clusters Score -6961111 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -6961372.500000 Penalty: 3295.733887
	Iteration 17Q: 3 clusters Score -6961372 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -6961655.000000 Penalty: 3295.733887
	Iteration 18Q: 3 clusters Score -6961655 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -6962012.000000 Penalty: 3295.733887
	Iteration 19Q: 3 clusters Score -6962012 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -6962432.500000 Penalty: 3295.733887
	Iteration 20F: 3 clusters Score -6962432 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -6963025.000000 Penalty: 3295.733887
	Iteration 21Q: 3 clusters Score -6963025 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -6963639.500000 Penalty: 3295.733887
	Iteration 22Q: 3 clusters Score -6963640 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -6964222.000000 Penalty: 3295.733887
	Iteration 23Q: 3 clusters Score -6964222 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -6964608.500000 Penalty: 3295.733887
	Iteration 24Q: 3 clusters Score -6964608 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -6964920.000000 Penalty: 3295.733887
	Iteration 25Q: 3 clusters Score -6964920 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -6965162.000000 Penalty: 3295.733887
	Iteration 26Q: 3 clusters Score -6965162 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -6965325.000000 Penalty: 3295.733887
	Iteration 27Q: 3 clusters Score -6965325 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -6965447.500000 Penalty: 3295.733887
	Iteration 28Q: 3 clusters Score -6965448 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -6965568.500000 Penalty: 3295.733887
	Iteration 29Q: 3 clusters Score -6965568 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -6965698.000000 Penalty: 3295.733887
	Iteration 30Q: 3 clusters Score -6965698 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -6965793.000000 Penalty: 3295.733887
	Iteration 31Q: 3 clusters Score -6965793 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -6965831.500000 Penalty: 3295.733887
	Iteration 32Q: 3 clusters Score -6965832 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -6965971.500000 Penalty: 3295.733887
	Iteration 33Q: 3 clusters Score -6965972 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -6966055.500000 Penalty: 3295.733887
	Iteration 34Q: 3 clusters Score -6966056 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -6966141.000000 Penalty: 3295.733887
	Iteration 35Q: 3 clusters Score -6966141 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -6966252.000000 Penalty: 3295.733887
	Iteration 36Q: 3 clusters Score -6966252 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -6966330.000000 Penalty: 3295.733887
	Iteration 37Q: 3 clusters Score -6966330 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -6966420.000000 Penalty: 3295.733887
	Iteration 38Q: 3 clusters Score -6966420 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -6966509.500000 Penalty: 3295.733887
	Iteration 39Q: 3 clusters Score -6966510 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -6966597.500000 Penalty: 3295.733887
	Iteration 40F: 3 clusters Score -6966598 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -6966679.500000 Penalty: 3295.733887
	Iteration 41Q: 3 clusters Score -6966680 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -6966738.500000 Penalty: 3295.733887
	Iteration 42Q: 3 clusters Score -6966738 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -6966792.000000 Penalty: 3295.733887
	Iteration 43Q: 3 clusters Score -6966792 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -6966826.000000 Penalty: 3295.733887
	Iteration 44Q: 3 clusters Score -6966826 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -6966852.500000 Penalty: 3295.733887
	Iteration 45Q: 3 clusters Score -6966852 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -6966869.500000 Penalty: 3295.733887
	Iteration 46Q: 3 clusters Score -6966870 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -6966871.000000 Penalty: 3295.733887
	Iteration 47Q: 3 clusters Score -6966871 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -6966895.000000 Penalty: 3295.733887
	Iteration 48Q: 3 clusters Score -6966895 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -6966912.500000 Penalty: 3295.733887
	Iteration 49Q: 3 clusters Score -6966912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -6966927.500000 Penalty: 3295.733887
	Iteration 50Q: 3 clusters Score -6966928 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -6966946.000000 Penalty: 3295.733887
	Iteration 51Q: 3 clusters Score -6966946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -6966946.000000 Penalty: 3295.733887
	Iteration 52Q: 3 clusters Score -6966946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -6966952.500000 Penalty: 3295.733887
	Iteration 53Q: 3 clusters Score -6966952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -6966956.500000 Penalty: 3295.733887
	Iteration 54Q: 3 clusters Score -6966956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6966962.500000 Penalty: 3295.733887
	Iteration 55Q: 3 clusters Score -6966962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -6966958.000000 Penalty: 3295.733887
	Iteration 56Q: 3 clusters Score -6966958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -6966956.500000 Penalty: 3295.733887
	Iteration 57Q: 3 clusters Score -6966956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -6966952.000000 Penalty: 3295.733887
	Iteration 58Q: 3 clusters Score -6966952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -6966952.000000 Penalty: 3295.733887
	Iteration 59Q: 3 clusters Score -6966952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -6966955.500000 Penalty: 3295.733887
	Iteration 60F: 3 clusters Score -6966956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -6966956.000000 Penalty: 3295.733887
	Iteration 61Q: 3 clusters Score -6966956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -6966954.000000 Penalty: 3295.733887
	Iteration 62Q: 3 clusters Score -6966954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6966944.500000 Penalty: 3295.733887
	Iteration 63Q: 3 clusters Score -6966944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -6966946.000000 Penalty: 3295.733887
	Iteration 64Q: 3 clusters Score -6966946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -6966947.500000 Penalty: 3295.733887
	Iteration 65Q: 3 clusters Score -6966948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -6966946.500000 Penalty: 3295.733887
	Iteration 66Q: 3 clusters Score -6966946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -6966943.000000 Penalty: 3295.733887
	Iteration 67Q: 3 clusters Score -6966943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -6966946.500000 Penalty: 3295.733887
	Iteration 68Q: 3 clusters Score -6966946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -6966946.500000 Penalty: 3295.733887
	Iteration 69Q: 3 clusters Score -6966946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -6966943.500000 Penalty: 3295.733887
	Iteration 70Q: 3 clusters Score -6966944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -6966946.000000 Penalty: 3295.733887
	Iteration 71Q: 3 clusters Score -6966946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -6966949.000000 Penalty: 3295.733887
	Iteration 72Q: 3 clusters Score -6966949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -6966950.500000 Penalty: 3295.733887
	Iteration 73Q: 3 clusters Score -6966950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -6966950.500000 Penalty: 3295.733887
	Iteration 74F: 3 clusters Score -6966950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 33070 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 55711 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 83417 members 
Mstep: Class 8 contains 30445 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 50022 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 7707 members 
Mstep: Class 14 contains 99672 members 
Mstep: Class 15 contains 40482 members 
Mstep: Class 16 contains 43921 members 
Mstep: Class 17 contains 18592 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 39206 members 
Mstep: Class 23 contains 42642 members 
Entering Unmasked Estep 
Score: -78550312.000000 Penalty: 42208.406250
Splitting cluster 12 changes total score from -78536248.000000 to -78550312.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 13 (7707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Entering Unmasked Estep 
Score: -783146.437500 Penalty: 1331.742798
	Iteration 0F: 2 clusters Score -783146.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -777826.812500 Penalty: 2663.485596
	Iteration 0F: 3 clusters Score -777826.8 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -779767.875000 Penalty: 2663.485596
	Iteration 1F: 3 clusters Score -779767.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -780386.437500 Penalty: 2663.485596
	Iteration 2F: 3 clusters Score -780386.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -780912.187500 Penalty: 2663.485596
	Iteration 3F: 3 clusters Score -780912.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -781457.687500 Penalty: 2663.485596
	Iteration 4F: 3 clusters Score -781457.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -782072.687500 Penalty: 2663.485596
	Iteration 5F: 3 clusters Score -782072.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -782556.312500 Penalty: 2663.485596
	Iteration 6F: 3 clusters Score -782556.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -782858.750000 Penalty: 2663.485596
	Iteration 7Q: 3 clusters Score -782858.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -783056.875000 Penalty: 2663.485596
	Iteration 8Q: 3 clusters Score -783056.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -783170.062500 Penalty: 2663.485596
	Iteration 9Q: 3 clusters Score -783170.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -783228.562500 Penalty: 2663.485596
	Iteration 10Q: 3 clusters Score -783228.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -783266.000000 Penalty: 2663.485596
	Iteration 11Q: 3 clusters Score -783266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -783291.000000 Penalty: 2663.485596
	Iteration 12Q: 3 clusters Score -783291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -783309.500000 Penalty: 2663.485596
	Iteration 13Q: 3 clusters Score -783309.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -783320.875000 Penalty: 2663.485596
	Iteration 14Q: 3 clusters Score -783320.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -783332.000000 Penalty: 2663.485596
	Iteration 15Q: 3 clusters Score -783332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -783338.875000 Penalty: 2663.485596
	Iteration 16Q: 3 clusters Score -783338.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -783347.187500 Penalty: 2663.485596
	Iteration 17Q: 3 clusters Score -783347.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -783349.250000 Penalty: 2663.485596
	Iteration 18Q: 3 clusters Score -783349.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -783353.375000 Penalty: 2663.485596
	Iteration 19Q: 3 clusters Score -783353.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -783355.125000 Penalty: 2663.485596
	Iteration 20F: 3 clusters Score -783355.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -783358.500000 Penalty: 2663.485596
	Iteration 21Q: 3 clusters Score -783358.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -783364.375000 Penalty: 2663.485596
	Iteration 22Q: 3 clusters Score -783364.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -783368.125000 Penalty: 2663.485596
	Iteration 23Q: 3 clusters Score -783368.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -783370.812500 Penalty: 2663.485596
	Iteration 24Q: 3 clusters Score -783370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -783373.375000 Penalty: 2663.485596
	Iteration 25Q: 3 clusters Score -783373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -783375.000000 Penalty: 2663.485596
	Iteration 26Q: 3 clusters Score -783375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -783376.750000 Penalty: 2663.485596
	Iteration 27Q: 3 clusters Score -783376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -783378.437500 Penalty: 2663.485596
	Iteration 28Q: 3 clusters Score -783378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -783377.625000 Penalty: 2663.485596
	Iteration 29Q: 3 clusters Score -783377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -783376.062500 Penalty: 2663.485596
	Iteration 30Q: 3 clusters Score -783376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -783380.312500 Penalty: 2663.485596
	Iteration 31Q: 3 clusters Score -783380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -783380.312500 Penalty: 2663.485596
	Iteration 32F: 3 clusters Score -783380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 33070 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 55711 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 83417 members 
Mstep: Class 8 contains 30445 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 50022 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 1256 members 
Mstep: Class 14 contains 99672 members 
Mstep: Class 15 contains 40482 members 
Mstep: Class 16 contains 43921 members 
Mstep: Class 17 contains 18592 members 
Mstep: Class 18 contains 6451 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 39206 members 
Mstep: Class 23 contains 42642 members 
Entering Unmasked Estep 
Score: -78549744.000000 Penalty: 44218.332031
Splitting cluster 13 changes total score from -78536248.000000 to -78549744.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 14 (99672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99672 members 
Entering Unmasked Estep 
Score: -11033538.000000 Penalty: 1712.634399
	Iteration 0F: 2 clusters Score -1.103354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -10968175.000000 Penalty: 3425.268799
	Iteration 0F: 3 clusters Score -1.096818e+07 nChanged 47229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -10995768.000000 Penalty: 3425.268799
	Iteration 1F: 3 clusters Score -1.099577e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -10998027.000000 Penalty: 3425.268799
	Iteration 2F: 3 clusters Score -1.099803e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -11001895.000000 Penalty: 3425.268799
	Iteration 3F: 3 clusters Score -1.10019e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -11007869.000000 Penalty: 3425.268799
	Iteration 4F: 3 clusters Score -1.100787e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 77626 members 
Entering Unmasked Estep 
Score: -11014541.000000 Penalty: 3425.268799
	Iteration 5F: 3 clusters Score -1.101454e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 84362 members 
Entering Unmasked Estep 
Score: -11020522.000000 Penalty: 3425.268799
	Iteration 6F: 3 clusters Score -1.102052e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -11025197.000000 Penalty: 3425.268799
	Iteration 7F: 3 clusters Score -1.10252e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -11028352.000000 Penalty: 3425.268799
	Iteration 8Q: 3 clusters Score -1.102835e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 96108 members 
Entering Unmasked Estep 
Score: -11030022.000000 Penalty: 3425.268799
	Iteration 9Q: 3 clusters Score -1.103002e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -11031014.000000 Penalty: 3425.268799
	Iteration 10Q: 3 clusters Score -1.103101e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 98326 members 
Entering Unmasked Estep 
Score: -11031561.000000 Penalty: 3425.268799
	Iteration 11Q: 3 clusters Score -1.103156e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -11031867.000000 Penalty: 3425.268799
	Iteration 12Q: 3 clusters Score -1.103187e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 98927 members 
Entering Unmasked Estep 
Score: -11032038.000000 Penalty: 3425.268799
	Iteration 13Q: 3 clusters Score -1.103204e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 99036 members 
Entering Unmasked Estep 
Score: -11032158.000000 Penalty: 3425.268799
	Iteration 14Q: 3 clusters Score -1.103216e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -11032234.000000 Penalty: 3425.268799
	Iteration 15Q: 3 clusters Score -1.103223e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -11032290.000000 Penalty: 3425.268799
	Iteration 16Q: 3 clusters Score -1.103229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -11032293.000000 Penalty: 3425.268799
	Iteration 17Q: 3 clusters Score -1.103229e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -11032306.000000 Penalty: 3425.268799
	Iteration 18Q: 3 clusters Score -1.103231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -11032304.000000 Penalty: 3425.268799
	Iteration 19Q: 3 clusters Score -1.10323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -11032312.000000 Penalty: 3425.268799
	Iteration 20F: 3 clusters Score -1.103231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -11032326.000000 Penalty: 3425.268799
	Iteration 21Q: 3 clusters Score -1.103233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -11032339.000000 Penalty: 3425.268799
	Iteration 22Q: 3 clusters Score -1.103234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -11032335.000000 Penalty: 3425.268799
	Iteration 23Q: 3 clusters Score -1.103234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -11032339.000000 Penalty: 3425.268799
	Iteration 24Q: 3 clusters Score -1.103234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -11032341.000000 Penalty: 3425.268799
	Iteration 25Q: 3 clusters Score -1.103234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -11032350.000000 Penalty: 3425.268799
	Iteration 26Q: 3 clusters Score -1.103235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 99216 members 
Entering Unmasked Estep 
Score: -11032350.000000 Penalty: 3425.268799
	Iteration 27Q: 3 clusters Score -1.103235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 99216 members 
Entering Unmasked Estep 
Score: -11032353.000000 Penalty: 3425.268799
	Iteration 28Q: 3 clusters Score -1.103235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 99216 members 
Entering Unmasked Estep 
Score: -11032353.000000 Penalty: 3425.268799
	Iteration 29F: 3 clusters Score -1.103235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Entering Unmasked Estep 
Score: -4460163.000000 Penalty: 1578.561646
	Iteration 0F: 2 clusters Score -4460163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4433902.000000 Penalty: 3157.123291
	Iteration 0F: 3 clusters Score -4433902 nChanged 18482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4443939.000000 Penalty: 3157.123291
	Iteration 1F: 3 clusters Score -4443939 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4444483.000000 Penalty: 3157.123291
	Iteration 2Q: 3 clusters Score -4444483 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -4445140.500000 Penalty: 3157.123291
	Iteration 3Q: 3 clusters Score -4445140 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -4445930.500000 Penalty: 3157.123291
	Iteration 4Q: 3 clusters Score -4445930 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -4447080.000000 Penalty: 3157.123291
	Iteration 5F: 3 clusters Score -4447080 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -4448693.000000 Penalty: 3157.123291
	Iteration 6F: 3 clusters Score -4448693 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4450667.500000 Penalty: 3157.123291
	Iteration 7F: 3 clusters Score -4450668 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -4452900.500000 Penalty: 3157.123291
	Iteration 8F: 3 clusters Score -4452900 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4455117.500000 Penalty: 3157.123291
	Iteration 9F: 3 clusters Score -4455118 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4456810.500000 Penalty: 3157.123291
	Iteration 10Q: 3 clusters Score -4456810 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4457933.000000 Penalty: 3157.123291
	Iteration 11Q: 3 clusters Score -4457933 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4458585.500000 Penalty: 3157.123291
	Iteration 12Q: 3 clusters Score -4458586 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4458843.500000 Penalty: 3157.123291
	Iteration 13Q: 3 clusters Score -4458844 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4458985.000000 Penalty: 3157.123291
	Iteration 14Q: 3 clusters Score -4458985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4459059.500000 Penalty: 3157.123291
	Iteration 15Q: 3 clusters Score -4459060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4459089.000000 Penalty: 3157.123291
	Iteration 16Q: 3 clusters Score -4459089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4459113.500000 Penalty: 3157.123291
	Iteration 17Q: 3 clusters Score -4459114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4459123.500000 Penalty: 3157.123291
	Iteration 18Q: 3 clusters Score -4459124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4459134.000000 Penalty: 3157.123291
	Iteration 19Q: 3 clusters Score -4459134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4459148.000000 Penalty: 3157.123291
	Iteration 20F: 3 clusters Score -4459148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4459157.500000 Penalty: 3157.123291
	Iteration 21Q: 3 clusters Score -4459158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4459158.500000 Penalty: 3157.123291
	Iteration 22Q: 3 clusters Score -4459158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4459158.500000 Penalty: 3157.123291
	Iteration 23F: 3 clusters Score -4459158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Entering Unmasked Estep 
Score: -4824103.000000 Penalty: 1590.693970
	Iteration 0F: 2 clusters Score -4824103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -4795418.500000 Penalty: 3181.387939
	Iteration 0F: 3 clusters Score -4795418 nChanged 20185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -4806716.000000 Penalty: 3181.387939
	Iteration 1F: 3 clusters Score -4806716 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4807272.500000 Penalty: 3181.387939
	Iteration 2Q: 3 clusters Score -4807272 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -4807870.000000 Penalty: 3181.387939
	Iteration 3Q: 3 clusters Score -4807870 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -4808637.500000 Penalty: 3181.387939
	Iteration 4Q: 3 clusters Score -4808638 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -4809765.500000 Penalty: 3181.387939
	Iteration 5Q: 3 clusters Score -4809766 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -4811562.000000 Penalty: 3181.387939
	Iteration 6F: 3 clusters Score -4811562 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4813733.000000 Penalty: 3181.387939
	Iteration 7F: 3 clusters Score -4813733 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -4815937.000000 Penalty: 3181.387939
	Iteration 8F: 3 clusters Score -4815937 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -4818013.500000 Penalty: 3181.387939
	Iteration 9F: 3 clusters Score -4818014 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4819747.000000 Penalty: 3181.387939
	Iteration 10F: 3 clusters Score -4819747 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -4821482.000000 Penalty: 3181.387939
	Iteration 11F: 3 clusters Score -4821482 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -4823391.500000 Penalty: 3181.387939
	Iteration 12Q: 3 clusters Score -4823392 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4825882.000000 Penalty: 3181.387939
	Iteration 13Q: 3 clusters Score -4825882 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4828128.500000 Penalty: 3181.387939
	Iteration 14Q: 3 clusters Score -4828128 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -4829179.500000 Penalty: 3181.387939
	Iteration 15Q: 3 clusters Score -4829180 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4829560.000000 Penalty: 3181.387939
	Iteration 16Q: 3 clusters Score -4829560 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4829737.500000 Penalty: 3181.387939
	Iteration 17Q: 3 clusters Score -4829738 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4829940.000000 Penalty: 3181.387939
	Iteration 18Q: 3 clusters Score -4829940 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -4830089.000000 Penalty: 3181.387939
	Iteration 19Q: 3 clusters Score -4830089 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4830301.000000 Penalty: 3181.387939
	Iteration 20F: 3 clusters Score -4830301 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -4830512.500000 Penalty: 3181.387939
	Iteration 21Q: 3 clusters Score -4830512 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -4830818.000000 Penalty: 3181.387939
	Iteration 22Q: 3 clusters Score -4830818 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4831253.000000 Penalty: 3181.387939
	Iteration 23Q: 3 clusters Score -4831253 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4831939.500000 Penalty: 3181.387939
	Iteration 24Q: 3 clusters Score -4831940 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4833090.000000 Penalty: 3181.387939
	Iteration 25Q: 3 clusters Score -4833090 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -4835141.500000 Penalty: 3181.387939
	Iteration 26Q: 3 clusters Score -4835142 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4839044.500000 Penalty: 3181.387939
	Iteration 27F: 3 clusters Score -4839044 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -4846839.000000 Penalty: 3181.387939
	Iteration 28F: 3 clusters Score -4846839 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -4858337.000000 Penalty: 3181.387939
	Iteration 29Q: 3 clusters Score -4858337 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4859084.500000 Penalty: 3181.387939
	Iteration 30Q: 3 clusters Score -4859084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -4859173.000000 Penalty: 3181.387939
	Iteration 31Q: 3 clusters Score -4859173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -4859185.000000 Penalty: 3181.387939
	Iteration 32Q: 3 clusters Score -4859185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4859181.500000 Penalty: 3181.387939
	Iteration 33Q: 3 clusters Score -4859182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -4859184.000000 Penalty: 3181.387939
	Iteration 34Q: 3 clusters Score -4859184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4859184.500000 Penalty: 3181.387939
	Iteration 35Q: 3 clusters Score -4859184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -4859187.500000 Penalty: 3181.387939
	Iteration 36Q: 3 clusters Score -4859188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -4859187.500000 Penalty: 3181.387939
	Iteration 37F: 3 clusters Score -4859188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 33070 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 55711 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 83417 members 
Mstep: Class 8 contains 30445 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 50022 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 1256 members 
Mstep: Class 14 contains 99672 members 
Mstep: Class 15 contains 40482 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 18592 members 
Mstep: Class 18 contains 6451 members 
Mstep: Class 19 contains 29236 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 39206 members 
Mstep: Class 23 contains 42642 members 
Entering Unmasked Estep 
Score: -78583648.000000 Penalty: 46228.253906
Splitting cluster 16 changes total score from -78536248.000000 to -78583648.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 17 (18592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Entering Unmasked Estep 
Score: -2003886.125000 Penalty: 1462.776367
	Iteration 0F: 2 clusters Score -2003886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1991765.625000 Penalty: 2925.552734
	Iteration 0F: 3 clusters Score -1991766 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1996062.750000 Penalty: 2925.552734
	Iteration 1F: 3 clusters Score -1996063 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1996469.375000 Penalty: 2925.552734
	Iteration 2F: 3 clusters Score -1996469 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1996855.250000 Penalty: 2925.552734
	Iteration 3Q: 3 clusters Score -1996855 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1997237.750000 Penalty: 2925.552734
	Iteration 4Q: 3 clusters Score -1997238 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1997574.875000 Penalty: 2925.552734
	Iteration 5Q: 3 clusters Score -1997575 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1997902.875000 Penalty: 2925.552734
	Iteration 6Q: 3 clusters Score -1997903 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1998215.125000 Penalty: 2925.552734
	Iteration 7Q: 3 clusters Score -1998215 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1998521.750000 Penalty: 2925.552734
	Iteration 8Q: 3 clusters Score -1998522 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1998818.500000 Penalty: 2925.552734
	Iteration 9Q: 3 clusters Score -1998818 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1999104.875000 Penalty: 2925.552734
	Iteration 10Q: 3 clusters Score -1999105 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1999376.500000 Penalty: 2925.552734
	Iteration 11Q: 3 clusters Score -1999376 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1999652.875000 Penalty: 2925.552734
	Iteration 12Q: 3 clusters Score -1999653 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1999920.000000 Penalty: 2925.552734
	Iteration 13Q: 3 clusters Score -1999920 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2000227.625000 Penalty: 2925.552734
	Iteration 14Q: 3 clusters Score -2000228 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2000538.500000 Penalty: 2925.552734
	Iteration 15Q: 3 clusters Score -2000538 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2000832.875000 Penalty: 2925.552734
	Iteration 16Q: 3 clusters Score -2000833 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2001079.500000 Penalty: 2925.552734
	Iteration 17Q: 3 clusters Score -2001080 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2001291.375000 Penalty: 2925.552734
	Iteration 18Q: 3 clusters Score -2001291 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2001452.000000 Penalty: 2925.552734
	Iteration 19Q: 3 clusters Score -2001452 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2001557.875000 Penalty: 2925.552734
	Iteration 20F: 3 clusters Score -2001558 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2001622.500000 Penalty: 2925.552734
	Iteration 21Q: 3 clusters Score -2001622 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2001655.625000 Penalty: 2925.552734
	Iteration 22Q: 3 clusters Score -2001656 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2001696.500000 Penalty: 2925.552734
	Iteration 23Q: 3 clusters Score -2001696 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2001726.375000 Penalty: 2925.552734
	Iteration 24Q: 3 clusters Score -2001726 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2001742.000000 Penalty: 2925.552734
	Iteration 25Q: 3 clusters Score -2001742 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2001765.000000 Penalty: 2925.552734
	Iteration 26Q: 3 clusters Score -2001765 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2001767.750000 Penalty: 2925.552734
	Iteration 27Q: 3 clusters Score -2001768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2001780.500000 Penalty: 2925.552734
	Iteration 28Q: 3 clusters Score -2001780 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2001788.875000 Penalty: 2925.552734
	Iteration 29Q: 3 clusters Score -2001789 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -2001797.625000 Penalty: 2925.552734
	Iteration 30Q: 3 clusters Score -2001798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2001810.250000 Penalty: 2925.552734
	Iteration 31Q: 3 clusters Score -2001810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2001814.625000 Penalty: 2925.552734
	Iteration 32Q: 3 clusters Score -2001815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2001821.375000 Penalty: 2925.552734
	Iteration 33Q: 3 clusters Score -2001821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2001829.250000 Penalty: 2925.552734
	Iteration 34Q: 3 clusters Score -2001829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2001841.375000 Penalty: 2925.552734
	Iteration 35Q: 3 clusters Score -2001841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2001844.125000 Penalty: 2925.552734
	Iteration 36Q: 3 clusters Score -2001844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2001849.000000 Penalty: 2925.552734
	Iteration 37Q: 3 clusters Score -2001849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2001857.625000 Penalty: 2925.552734
	Iteration 38Q: 3 clusters Score -2001858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2001857.375000 Penalty: 2925.552734
	Iteration 39Q: 3 clusters Score -2001857 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2001869.625000 Penalty: 2925.552734
	Iteration 40F: 3 clusters Score -2001870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2001882.125000 Penalty: 2925.552734
	Iteration 41Q: 3 clusters Score -2001882 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2001882.875000 Penalty: 2925.552734
	Iteration 42Q: 3 clusters Score -2001883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2001889.000000 Penalty: 2925.552734
	Iteration 43Q: 3 clusters Score -2001889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2001899.875000 Penalty: 2925.552734
	Iteration 44Q: 3 clusters Score -2001900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2001911.750000 Penalty: 2925.552734
	Iteration 45Q: 3 clusters Score -2001912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2001929.000000 Penalty: 2925.552734
	Iteration 46Q: 3 clusters Score -2001929 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2001940.000000 Penalty: 2925.552734
	Iteration 47Q: 3 clusters Score -2001940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2001945.625000 Penalty: 2925.552734
	Iteration 48Q: 3 clusters Score -2001946 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2001956.000000 Penalty: 2925.552734
	Iteration 49Q: 3 clusters Score -2001956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2001969.625000 Penalty: 2925.552734
	Iteration 50Q: 3 clusters Score -2001970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2001991.750000 Penalty: 2925.552734
	Iteration 51Q: 3 clusters Score -2001992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2002007.750000 Penalty: 2925.552734
	Iteration 52Q: 3 clusters Score -2002008 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2002022.625000 Penalty: 2925.552734
	Iteration 53Q: 3 clusters Score -2002023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2002038.375000 Penalty: 2925.552734
	Iteration 54Q: 3 clusters Score -2002038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2002057.500000 Penalty: 2925.552734
	Iteration 55Q: 3 clusters Score -2002058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2002069.250000 Penalty: 2925.552734
	Iteration 56Q: 3 clusters Score -2002069 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2002078.000000 Penalty: 2925.552734
	Iteration 57Q: 3 clusters Score -2002078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2002096.500000 Penalty: 2925.552734
	Iteration 58Q: 3 clusters Score -2002096 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2002111.125000 Penalty: 2925.552734
	Iteration 59Q: 3 clusters Score -2002111 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2002129.500000 Penalty: 2925.552734
	Iteration 60F: 3 clusters Score -2002130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2002137.750000 Penalty: 2925.552734
	Iteration 61Q: 3 clusters Score -2002138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2002153.250000 Penalty: 2925.552734
	Iteration 62Q: 3 clusters Score -2002153 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2002170.250000 Penalty: 2925.552734
	Iteration 63Q: 3 clusters Score -2002170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2002195.000000 Penalty: 2925.552734
	Iteration 64Q: 3 clusters Score -2002195 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2002204.500000 Penalty: 2925.552734
	Iteration 65Q: 3 clusters Score -2002204 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2002219.375000 Penalty: 2925.552734
	Iteration 66Q: 3 clusters Score -2002219 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2002244.750000 Penalty: 2925.552734
	Iteration 67Q: 3 clusters Score -2002245 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2002268.125000 Penalty: 2925.552734
	Iteration 68Q: 3 clusters Score -2002268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2002306.500000 Penalty: 2925.552734
	Iteration 69Q: 3 clusters Score -2002306 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2002339.625000 Penalty: 2925.552734
	Iteration 70Q: 3 clusters Score -2002340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2002384.125000 Penalty: 2925.552734
	Iteration 71Q: 3 clusters Score -2002384 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2002445.500000 Penalty: 2925.552734
	Iteration 72Q: 3 clusters Score -2002446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2002508.500000 Penalty: 2925.552734
	Iteration 73Q: 3 clusters Score -2002508 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2002559.250000 Penalty: 2925.552734
	Iteration 74Q: 3 clusters Score -2002559 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2002600.625000 Penalty: 2925.552734
	Iteration 75Q: 3 clusters Score -2002601 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2002641.875000 Penalty: 2925.552734
	Iteration 76Q: 3 clusters Score -2002642 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2002684.125000 Penalty: 2925.552734
	Iteration 77Q: 3 clusters Score -2002684 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2002722.000000 Penalty: 2925.552734
	Iteration 78Q: 3 clusters Score -2002722 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2002757.875000 Penalty: 2925.552734
	Iteration 79Q: 3 clusters Score -2002758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2002792.625000 Penalty: 2925.552734
	Iteration 80F: 3 clusters Score -2002793 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2002810.875000 Penalty: 2925.552734
	Iteration 81Q: 3 clusters Score -2002811 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2002810.375000 Penalty: 2925.552734
	Iteration 82Q: 3 clusters Score -2002810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2002823.375000 Penalty: 2925.552734
	Iteration 83Q: 3 clusters Score -2002823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2002833.125000 Penalty: 2925.552734
	Iteration 84Q: 3 clusters Score -2002833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2002829.875000 Penalty: 2925.552734
	Iteration 85Q: 3 clusters Score -2002830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2002837.625000 Penalty: 2925.552734
	Iteration 86Q: 3 clusters Score -2002838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2002839.250000 Penalty: 2925.552734
	Iteration 87Q: 3 clusters Score -2002839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2002837.750000 Penalty: 2925.552734
	Iteration 88Q: 3 clusters Score -2002838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2002840.625000 Penalty: 2925.552734
	Iteration 89Q: 3 clusters Score -2002841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2002841.250000 Penalty: 2925.552734
	Iteration 90Q: 3 clusters Score -2002841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2002843.500000 Penalty: 2925.552734
	Iteration 91Q: 3 clusters Score -2002844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2002844.250000 Penalty: 2925.552734
	Iteration 92Q: 3 clusters Score -2002844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2002847.875000 Penalty: 2925.552734
	Iteration 93Q: 3 clusters Score -2002848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2002848.875000 Penalty: 2925.552734
	Iteration 94Q: 3 clusters Score -2002849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2002845.875000 Penalty: 2925.552734
	Iteration 95Q: 3 clusters Score -2002846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2002846.125000 Penalty: 2925.552734
	Iteration 96Q: 3 clusters Score -2002846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2002850.375000 Penalty: 2925.552734
	Iteration 97Q: 3 clusters Score -2002850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2002849.875000 Penalty: 2925.552734
	Iteration 98Q: 3 clusters Score -2002850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2002846.500000 Penalty: 2925.552734
	Iteration 99Q: 3 clusters Score -2002846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2002849.250000 Penalty: 2925.552734
	Iteration 100F: 3 clusters Score -2002849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2002846.375000 Penalty: 2925.552734
	Iteration 101Q: 3 clusters Score -2002846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2002845.625000 Penalty: 2925.552734
	Iteration 102Q: 3 clusters Score -2002846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2002845.625000 Penalty: 2925.552734
	Iteration 103F: 3 clusters Score -2002846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Entering Unmasked Estep 
Score: -4321959.500000 Penalty: 1573.951416
	Iteration 0F: 2 clusters Score -4321960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4296369.500000 Penalty: 3147.902832
	Iteration 0F: 3 clusters Score -4296370 nChanged 18021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4306147.500000 Penalty: 3147.902832
	Iteration 1F: 3 clusters Score -4306148 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4306521.500000 Penalty: 3147.902832
	Iteration 2Q: 3 clusters Score -4306522 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4306892.000000 Penalty: 3147.902832
	Iteration 3Q: 3 clusters Score -4306892 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4307254.000000 Penalty: 3147.902832
	Iteration 4Q: 3 clusters Score -4307254 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4307572.500000 Penalty: 3147.902832
	Iteration 5Q: 3 clusters Score -4307572 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4307891.000000 Penalty: 3147.902832
	Iteration 6Q: 3 clusters Score -4307891 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4308241.000000 Penalty: 3147.902832
	Iteration 7Q: 3 clusters Score -4308241 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4308657.500000 Penalty: 3147.902832
	Iteration 8Q: 3 clusters Score -4308658 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4309182.500000 Penalty: 3147.902832
	Iteration 9Q: 3 clusters Score -4309182 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4309899.000000 Penalty: 3147.902832
	Iteration 10Q: 3 clusters Score -4309899 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4311044.000000 Penalty: 3147.902832
	Iteration 11F: 3 clusters Score -4311044 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -4312625.500000 Penalty: 3147.902832
	Iteration 12F: 3 clusters Score -4312626 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -4314631.000000 Penalty: 3147.902832
	Iteration 13F: 3 clusters Score -4314631 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4316662.000000 Penalty: 3147.902832
	Iteration 14F: 3 clusters Score -4316662 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4318372.000000 Penalty: 3147.902832
	Iteration 15F: 3 clusters Score -4318372 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4319540.500000 Penalty: 3147.902832
	Iteration 16Q: 3 clusters Score -4319540 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4320090.000000 Penalty: 3147.902832
	Iteration 17Q: 3 clusters Score -4320090 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4320375.500000 Penalty: 3147.902832
	Iteration 18Q: 3 clusters Score -4320376 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4320521.500000 Penalty: 3147.902832
	Iteration 19Q: 3 clusters Score -4320522 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4320596.500000 Penalty: 3147.902832
	Iteration 20F: 3 clusters Score -4320596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4320626.000000 Penalty: 3147.902832
	Iteration 21Q: 3 clusters Score -4320626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4320665.000000 Penalty: 3147.902832
	Iteration 22Q: 3 clusters Score -4320665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4320677.500000 Penalty: 3147.902832
	Iteration 23Q: 3 clusters Score -4320678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4320693.500000 Penalty: 3147.902832
	Iteration 24Q: 3 clusters Score -4320694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4320698.500000 Penalty: 3147.902832
	Iteration 25Q: 3 clusters Score -4320698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4320707.500000 Penalty: 3147.902832
	Iteration 26Q: 3 clusters Score -4320708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4320713.000000 Penalty: 3147.902832
	Iteration 27Q: 3 clusters Score -4320713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4320715.500000 Penalty: 3147.902832
	Iteration 28Q: 3 clusters Score -4320716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4320716.500000 Penalty: 3147.902832
	Iteration 29Q: 3 clusters Score -4320716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4320720.000000 Penalty: 3147.902832
	Iteration 30Q: 3 clusters Score -4320720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4320723.500000 Penalty: 3147.902832
	Iteration 31Q: 3 clusters Score -4320724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4320722.000000 Penalty: 3147.902832
	Iteration 32Q: 3 clusters Score -4320722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4320726.000000 Penalty: 3147.902832
	Iteration 33Q: 3 clusters Score -4320726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4320730.000000 Penalty: 3147.902832
	Iteration 34Q: 3 clusters Score -4320730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4320730.000000 Penalty: 3147.902832
	Iteration 35F: 3 clusters Score -4320730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Entering Unmasked Estep 
Score: -5375234.500000 Penalty: 1606.529785
	Iteration 0F: 2 clusters Score -5375234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -5343378.500000 Penalty: 3213.059570
	Iteration 0F: 3 clusters Score -5343378 nChanged 22599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5356718.000000 Penalty: 3213.059570
	Iteration 1F: 3 clusters Score -5356718 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -5360594.000000 Penalty: 3213.059570
	Iteration 2F: 3 clusters Score -5360594 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -5372764.500000 Penalty: 3213.059570
	Iteration 3F: 3 clusters Score -5372764 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -5385967.000000 Penalty: 3213.059570
	Iteration 4F: 3 clusters Score -5385967 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5395596.000000 Penalty: 3213.059570
	Iteration 5F: 3 clusters Score -5395596 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5402711.500000 Penalty: 3213.059570
	Iteration 6F: 3 clusters Score -5402712 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -5406996.000000 Penalty: 3213.059570
	Iteration 7Q: 3 clusters Score -5406996 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -5409950.000000 Penalty: 3213.059570
	Iteration 8Q: 3 clusters Score -5409950 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5411865.000000 Penalty: 3213.059570
	Iteration 9Q: 3 clusters Score -5411865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -5411986.500000 Penalty: 3213.059570
	Iteration 10Q: 3 clusters Score -5411986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5411993.500000 Penalty: 3213.059570
	Iteration 11Q: 3 clusters Score -5411994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5411993.000000 Penalty: 3213.059570
	Iteration 12Q: 3 clusters Score -5411993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5411993.000000 Penalty: 3213.059570
	Iteration 13F: 3 clusters Score -5411993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 33070 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 55711 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 83417 members 
Mstep: Class 8 contains 30445 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 50022 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 1256 members 
Mstep: Class 14 contains 99672 members 
Mstep: Class 15 contains 40482 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 18592 members 
Mstep: Class 18 contains 6451 members 
Mstep: Class 19 contains 29236 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 9289 members 
Mstep: Class 22 contains 39206 members 
Mstep: Class 23 contains 42642 members 
Mstep: Class 24 contains 39564 members 
Entering Unmasked Estep 
Score: -78619648.000000 Penalty: 48238.179688
Splitting cluster 21 changes total score from -78536248.000000 to -78619648.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (39206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Entering Unmasked Estep 
Score: -4337430.500000 Penalty: 1573.795898
	Iteration 0F: 2 clusters Score -4337430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4312028.000000 Penalty: 3147.591797
	Iteration 0F: 3 clusters Score -4312028 nChanged 17788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4321749.000000 Penalty: 3147.591797
	Iteration 1F: 3 clusters Score -4321749 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4322451.500000 Penalty: 3147.591797
	Iteration 2Q: 3 clusters Score -4322452 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -4323447.500000 Penalty: 3147.591797
	Iteration 3F: 3 clusters Score -4323448 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4324511.500000 Penalty: 3147.591797
	Iteration 4F: 3 clusters Score -4324512 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4325611.000000 Penalty: 3147.591797
	Iteration 5F: 3 clusters Score -4325611 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -4326668.500000 Penalty: 3147.591797
	Iteration 6F: 3 clusters Score -4326668 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -4327544.000000 Penalty: 3147.591797
	Iteration 7F: 3 clusters Score -4327544 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4328212.000000 Penalty: 3147.591797
	Iteration 8Q: 3 clusters Score -4328212 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -4328759.000000 Penalty: 3147.591797
	Iteration 9Q: 3 clusters Score -4328759 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -4329274.000000 Penalty: 3147.591797
	Iteration 10Q: 3 clusters Score -4329274 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -4329806.000000 Penalty: 3147.591797
	Iteration 11Q: 3 clusters Score -4329806 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4330296.500000 Penalty: 3147.591797
	Iteration 12Q: 3 clusters Score -4330296 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -4330899.000000 Penalty: 3147.591797
	Iteration 13Q: 3 clusters Score -4330899 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -4331563.000000 Penalty: 3147.591797
	Iteration 14Q: 3 clusters Score -4331563 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -4332303.500000 Penalty: 3147.591797
	Iteration 15Q: 3 clusters Score -4332304 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4333180.500000 Penalty: 3147.591797
	Iteration 16Q: 3 clusters Score -4333180 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -4334090.000000 Penalty: 3147.591797
	Iteration 17Q: 3 clusters Score -4334090 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4334927.500000 Penalty: 3147.591797
	Iteration 18Q: 3 clusters Score -4334928 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4335556.500000 Penalty: 3147.591797
	Iteration 19Q: 3 clusters Score -4335556 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4335954.500000 Penalty: 3147.591797
	Iteration 20F: 3 clusters Score -4335954 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4336257.500000 Penalty: 3147.591797
	Iteration 21Q: 3 clusters Score -4336258 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4336403.500000 Penalty: 3147.591797
	Iteration 22Q: 3 clusters Score -4336404 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4336500.000000 Penalty: 3147.591797
	Iteration 23Q: 3 clusters Score -4336500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4336572.000000 Penalty: 3147.591797
	Iteration 24Q: 3 clusters Score -4336572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4336600.500000 Penalty: 3147.591797
	Iteration 25Q: 3 clusters Score -4336600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4336625.000000 Penalty: 3147.591797
	Iteration 26Q: 3 clusters Score -4336625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4336641.500000 Penalty: 3147.591797
	Iteration 27Q: 3 clusters Score -4336642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4336650.500000 Penalty: 3147.591797
	Iteration 28Q: 3 clusters Score -4336650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4336649.000000 Penalty: 3147.591797
	Iteration 29Q: 3 clusters Score -4336649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4336655.500000 Penalty: 3147.591797
	Iteration 30Q: 3 clusters Score -4336656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4336656.000000 Penalty: 3147.591797
	Iteration 31Q: 3 clusters Score -4336656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4336661.500000 Penalty: 3147.591797
	Iteration 32Q: 3 clusters Score -4336662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4336664.000000 Penalty: 3147.591797
	Iteration 33Q: 3 clusters Score -4336664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4336668.500000 Penalty: 3147.591797
	Iteration 34Q: 3 clusters Score -4336668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4336675.500000 Penalty: 3147.591797
	Iteration 35Q: 3 clusters Score -4336676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4336680.000000 Penalty: 3147.591797
	Iteration 36Q: 3 clusters Score -4336680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4336681.500000 Penalty: 3147.591797
	Iteration 37Q: 3 clusters Score -4336682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4336683.000000 Penalty: 3147.591797
	Iteration 38Q: 3 clusters Score -4336683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4336679.000000 Penalty: 3147.591797
	Iteration 39Q: 3 clusters Score -4336679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4336679.000000 Penalty: 3147.591797
	Iteration 40F: 3 clusters Score -4336679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Entering Unmasked Estep 
Score: -4678644.500000 Penalty: 1586.296509
	Iteration 0F: 2 clusters Score -4678644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4650626.000000 Penalty: 3172.593018
	Iteration 0F: 3 clusters Score -4650626 nChanged 19700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4661751.500000 Penalty: 3172.593018
	Iteration 1F: 3 clusters Score -4661752 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4662367.500000 Penalty: 3172.593018
	Iteration 2Q: 3 clusters Score -4662368 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4662978.000000 Penalty: 3172.593018
	Iteration 3Q: 3 clusters Score -4662978 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4663626.000000 Penalty: 3172.593018
	Iteration 4Q: 3 clusters Score -4663626 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -4664458.500000 Penalty: 3172.593018
	Iteration 5Q: 3 clusters Score -4664458 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4665452.500000 Penalty: 3172.593018
	Iteration 6Q: 3 clusters Score -4665452 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -4666566.000000 Penalty: 3172.593018
	Iteration 7Q: 3 clusters Score -4666566 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4667988.500000 Penalty: 3172.593018
	Iteration 8F: 3 clusters Score -4667988 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -4669636.500000 Penalty: 3172.593018
	Iteration 9F: 3 clusters Score -4669636 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4671714.000000 Penalty: 3172.593018
	Iteration 10F: 3 clusters Score -4671714 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -4673860.500000 Penalty: 3172.593018
	Iteration 11F: 3 clusters Score -4673860 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4675544.000000 Penalty: 3172.593018
	Iteration 12Q: 3 clusters Score -4675544 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -4676625.000000 Penalty: 3172.593018
	Iteration 13Q: 3 clusters Score -4676625 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -4677236.000000 Penalty: 3172.593018
	Iteration 14Q: 3 clusters Score -4677236 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -4677536.500000 Penalty: 3172.593018
	Iteration 15Q: 3 clusters Score -4677536 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -4677728.500000 Penalty: 3172.593018
	Iteration 16Q: 3 clusters Score -4677728 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -4677847.500000 Penalty: 3172.593018
	Iteration 17Q: 3 clusters Score -4677848 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -4677955.500000 Penalty: 3172.593018
	Iteration 18Q: 3 clusters Score -4677956 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -4678069.000000 Penalty: 3172.593018
	Iteration 19Q: 3 clusters Score -4678069 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -4678134.000000 Penalty: 3172.593018
	Iteration 20F: 3 clusters Score -4678134 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -4678226.000000 Penalty: 3172.593018
	Iteration 21Q: 3 clusters Score -4678226 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -4678291.500000 Penalty: 3172.593018
	Iteration 22Q: 3 clusters Score -4678292 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -4678353.500000 Penalty: 3172.593018
	Iteration 23Q: 3 clusters Score -4678354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -4678410.000000 Penalty: 3172.593018
	Iteration 24Q: 3 clusters Score -4678410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -4678459.500000 Penalty: 3172.593018
	Iteration 25Q: 3 clusters Score -4678460 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4678515.500000 Penalty: 3172.593018
	Iteration 26Q: 3 clusters Score -4678516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -4678565.000000 Penalty: 3172.593018
	Iteration 27Q: 3 clusters Score -4678565 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -4678616.000000 Penalty: 3172.593018
	Iteration 28Q: 3 clusters Score -4678616 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -4678685.500000 Penalty: 3172.593018
	Iteration 29Q: 3 clusters Score -4678686 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -4678745.500000 Penalty: 3172.593018
	Iteration 30Q: 3 clusters Score -4678746 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -4678800.500000 Penalty: 3172.593018
	Iteration 31Q: 3 clusters Score -4678800 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -4678857.000000 Penalty: 3172.593018
	Iteration 32Q: 3 clusters Score -4678857 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -4678923.000000 Penalty: 3172.593018
	Iteration 33Q: 3 clusters Score -4678923 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -4678951.000000 Penalty: 3172.593018
	Iteration 34Q: 3 clusters Score -4678951 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -4678986.000000 Penalty: 3172.593018
	Iteration 35Q: 3 clusters Score -4678986 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -4679055.000000 Penalty: 3172.593018
	Iteration 36Q: 3 clusters Score -4679055 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -4679097.500000 Penalty: 3172.593018
	Iteration 37Q: 3 clusters Score -4679098 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4679160.000000 Penalty: 3172.593018
	Iteration 38Q: 3 clusters Score -4679160 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -4679187.500000 Penalty: 3172.593018
	Iteration 39Q: 3 clusters Score -4679188 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -4679255.500000 Penalty: 3172.593018
	Iteration 40F: 3 clusters Score -4679256 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -4679316.500000 Penalty: 3172.593018
	Iteration 41Q: 3 clusters Score -4679316 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -4679335.500000 Penalty: 3172.593018
	Iteration 42Q: 3 clusters Score -4679336 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -4679356.000000 Penalty: 3172.593018
	Iteration 43Q: 3 clusters Score -4679356 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -4679403.500000 Penalty: 3172.593018
	Iteration 44Q: 3 clusters Score -4679404 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -4679429.500000 Penalty: 3172.593018
	Iteration 45Q: 3 clusters Score -4679430 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -4679441.500000 Penalty: 3172.593018
	Iteration 46Q: 3 clusters Score -4679442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4679465.000000 Penalty: 3172.593018
	Iteration 47Q: 3 clusters Score -4679465 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4679501.500000 Penalty: 3172.593018
	Iteration 48Q: 3 clusters Score -4679502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -4679514.000000 Penalty: 3172.593018
	Iteration 49Q: 3 clusters Score -4679514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -4679523.500000 Penalty: 3172.593018
	Iteration 50Q: 3 clusters Score -4679524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4679535.500000 Penalty: 3172.593018
	Iteration 51Q: 3 clusters Score -4679536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -4679537.500000 Penalty: 3172.593018
	Iteration 52Q: 3 clusters Score -4679538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4679546.000000 Penalty: 3172.593018
	Iteration 53Q: 3 clusters Score -4679546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4679544 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -4679554.500000 Penalty: 3172.593018
	Iteration 55Q: 3 clusters Score -4679554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4679541 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -4679551.500000 Penalty: 3172.593018
	Iteration 57Q: 3 clusters Score -4679552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4679572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -4679585.500000 Penalty: 3172.593018
	Iteration 59Q: 3 clusters Score -4679586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -4679605.000000 Penalty: 3172.593018
	Iteration 60F: 3 clusters Score -4679605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4679610 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4679630.500000 Penalty: 3172.593018
	Iteration 62Q: 3 clusters Score -4679630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -4679648.000000 Penalty: 3172.593018
	Iteration 63Q: 3 clusters Score -4679648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4679656.500000 Penalty: 3172.593018
	Iteration 64Q: 3 clusters Score -4679656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4679655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4679646.500000 Penalty: 3172.593018
	Iteration 66Q: 3 clusters Score -4679646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4679668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4679677.500000 Penalty: 3172.593018
	Iteration 68Q: 3 clusters Score -4679678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -4679687.500000 Penalty: 3172.593018
	Iteration 69Q: 3 clusters Score -4679688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4679690.500000 Penalty: 3172.593018
	Iteration 70Q: 3 clusters Score -4679690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4679698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4679702.500000 Penalty: 3172.593018
	Iteration 72Q: 3 clusters Score -4679702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -4679711.000000 Penalty: 3172.593018
	Iteration 73Q: 3 clusters Score -4679711 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4679712 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4679715.000000 Penalty: 3172.593018
	Iteration 75Q: 3 clusters Score -4679715 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4679738 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4679737 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4679749 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4679760 nChanged 65
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Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4679784 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -4679801.500000 Penalty: 3172.593018
	Iteration 81Q: 3 clusters Score -4679802 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4679822 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4679843.500000 Penalty: 3172.593018
	Iteration 83Q: 3 clusters Score -4679844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4679881 nChanged 124
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Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4679922 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4679990 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4680105 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4680250 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4680441 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4680668 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4680959 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4681270 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4681570 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4681907.000000 Penalty: 3172.593018
	Iteration 94Q: 3 clusters Score -4681907 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4682214.500000 Penalty: 3172.593018
	Iteration 95Q: 3 clusters Score -4682214 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4682447 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4682688 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4682868 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4683065 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -4683403.000000 Penalty: 3172.593018
	Iteration 100F: 3 clusters Score -4683403 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4683657 nChanged 465
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4683846.500000 Penalty: 3172.593018
	Iteration 102Q: 3 clusters Score -4683846 nChanged 458
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4683986 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -4684160.000000 Penalty: 3172.593018
	Iteration 104Q: 3 clusters Score -4684160 nChanged 389
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4684260 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4684316.500000 Penalty: 3172.593018
	Iteration 106Q: 3 clusters Score -4684316 nChanged 281
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Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4684371 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4684410 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 26720 members 
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	Iteration 109Q: 3 clusters Score -4684445 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 26517 members 
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	Iteration 110Q: 3 clusters Score -4684486 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -4684501.500000 Penalty: 3172.593018
	Iteration 111Q: 3 clusters Score -4684502 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4684496 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -4684518.000000 Penalty: 3172.593018
	Iteration 113Q: 3 clusters Score -4684518 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -4684532.000000 Penalty: 3172.593018
	Iteration 114Q: 3 clusters Score -4684532 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 25801 members 
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	Iteration 115Q: 3 clusters Score -4684534 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 25717 members 
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	Iteration 116Q: 3 clusters Score -4684554 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4684553 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4684567.500000 Penalty: 3172.593018
	Iteration 118Q: 3 clusters Score -4684568 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4684560 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -4684567.500000 Penalty: 3172.593018
	Iteration 120F: 3 clusters Score -4684568 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4684580.500000 Penalty: 3172.593018
	Iteration 121Q: 3 clusters Score -4684580 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4684580 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -4684575.500000 Penalty: 3172.593018
	Iteration 123Q: 3 clusters Score -4684576 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -4684577.500000 Penalty: 3172.593018
	Iteration 124Q: 3 clusters Score -4684578 nChanged 16
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Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4684583 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 25310 members 
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	Iteration 126Q: 3 clusters Score -4684585 nChanged 10
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Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4684588 nChanged 8
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Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 25292 members 
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	Iteration 128Q: 3 clusters Score -4684584 nChanged 10
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Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 25282 members 
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	Iteration 129Q: 3 clusters Score -4684585 nChanged 17
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Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 25265 members 
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	Iteration 130Q: 3 clusters Score -4684585 nChanged 13
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Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 25252 members 
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	Iteration 131Q: 3 clusters Score -4684585 nChanged 17
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Mstep: Class 2 contains 25235 members 
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	Iteration 132Q: 3 clusters Score -4684593 nChanged 14
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	Iteration 133Q: 3 clusters Score -4684590 nChanged 15
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Mstep: Class 1 contains 17436 members 
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	Iteration 134Q: 3 clusters Score -4684596 nChanged 14
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Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 25192 members 
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	Iteration 135Q: 3 clusters Score -4684596 nChanged 14
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Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4684590 nChanged 15
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Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 25163 members 
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	Iteration 137Q: 3 clusters Score -4684586 nChanged 12
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	Iteration 138Q: 3 clusters Score -4684586 nChanged 8
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Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4684588 nChanged 7
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Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4684589 nChanged 7
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	Iteration 141Q: 3 clusters Score -4684588 nChanged 7
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Mstep: Class 1 contains 17520 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4684584 nChanged 6
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Mstep: Class 1 contains 17526 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4684585 nChanged 8
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4684593 nChanged 10
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Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 25098 members 
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	Iteration 145Q: 3 clusters Score -4684590 nChanged 11
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Mstep: Class 2 contains 25087 members 
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	Iteration 146Q: 3 clusters Score -4684597 nChanged 11
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	Iteration 147Q: 3 clusters Score -4684598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -4684600.000000 Penalty: 3172.593018
	Iteration 148Q: 3 clusters Score -4684600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -4684603.000000 Penalty: 3172.593018
	Iteration 149Q: 3 clusters Score -4684603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4684604.000000 Penalty: 3172.593018
	Iteration 150Q: 3 clusters Score -4684604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4684599.500000 Penalty: 3172.593018
	Iteration 151Q: 3 clusters Score -4684600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -4684596.500000 Penalty: 3172.593018
	Iteration 152Q: 3 clusters Score -4684596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -4684598.000000 Penalty: 3172.593018
	Iteration 153Q: 3 clusters Score -4684598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4684593.000000 Penalty: 3172.593018
	Iteration 154Q: 3 clusters Score -4684593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4684597.000000 Penalty: 3172.593018
	Iteration 155Q: 3 clusters Score -4684597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4684593.000000 Penalty: 3172.593018
	Iteration 156Q: 3 clusters Score -4684593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -4684599.000000 Penalty: 3172.593018
	Iteration 157Q: 3 clusters Score -4684599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -4684598.500000 Penalty: 3172.593018
	Iteration 158Q: 3 clusters Score -4684598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -4684601.000000 Penalty: 3172.593018
	Iteration 159Q: 3 clusters Score -4684601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -4684599.500000 Penalty: 3172.593018
	Iteration 160F: 3 clusters Score -4684600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4684605.000000 Penalty: 3172.593018
	Iteration 161Q: 3 clusters Score -4684605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -4684601.000000 Penalty: 3172.593018
	Iteration 162Q: 3 clusters Score -4684601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4684600.000000 Penalty: 3172.593018
	Iteration 163Q: 3 clusters Score -4684600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -4684605.000000 Penalty: 3172.593018
	Iteration 164Q: 3 clusters Score -4684605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -4684603.500000 Penalty: 3172.593018
	Iteration 165Q: 3 clusters Score -4684604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -4684602.000000 Penalty: 3172.593018
	Iteration 166Q: 3 clusters Score -4684602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -4684605.000000 Penalty: 3172.593018
	Iteration 167Q: 3 clusters Score -4684605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -4684609.500000 Penalty: 3172.593018
	Iteration 168Q: 3 clusters Score -4684610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -4684610.000000 Penalty: 3172.593018
	Iteration 169Q: 3 clusters Score -4684610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -4684616.000000 Penalty: 3172.593018
	Iteration 170Q: 3 clusters Score -4684616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -4684616.000000 Penalty: 3172.593018
	Iteration 171F: 3 clusters Score -4684616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 33070 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 55711 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 83417 members 
Mstep: Class 8 contains 30445 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 50022 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 1256 members 
Mstep: Class 14 contains 99672 members 
Mstep: Class 15 contains 40482 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 18592 members 
Mstep: Class 18 contains 6451 members 
Mstep: Class 19 contains 29236 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 9289 members 
Mstep: Class 22 contains 39206 members 
Mstep: Class 23 contains 17713 members 
Mstep: Class 24 contains 39564 members 
Mstep: Class 25 contains 24929 members 
Entering Unmasked Estep 
Score: -78624544.000000 Penalty: 50248.105469
Splitting cluster 23 changes total score from -78536248.000000 to -78624544.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 55711 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 83417 members 
Mstep: Class 8 contains 30445 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 1256 members 
Mstep: Class 14 contains 99672 members 
Mstep: Class 15 contains 40482 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 18592 members 
Mstep: Class 20 contains 39247 members 
Mstep: Class 21 contains 9289 members 
Mstep: Class 22 contains 39206 members 
Mstep: Class 23 contains 17713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78639376.000000 Penalty: 50248.105469
Iteration 39Q: 26 clusters Score -7.863938e+07 nChanged 16483
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 3813 members 
Mstep: Class 3 contains 30912 members 
Mstep: Class 4 contains 28229 members 
Mstep: Class 5 contains 55274 members 
Mstep: Class 6 contains 3654 members 
Mstep: Class 7 contains 84776 members 
Mstep: Class 8 contains 32600 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 49282 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 14798 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 100486 members 
Mstep: Class 15 contains 40549 members 
Mstep: Class 16 contains 15046 members 
Mstep: Class 17 contains 18662 members 
Mstep: Class 18 contains 6279 members 
Mstep: Class 19 contains 27561 members 
Mstep: Class 20 contains 39367 members 
Mstep: Class 21 contains 10002 members 
Mstep: Class 22 contains 39900 members 
Mstep: Class 23 contains 17703 members 
Mstep: Class 24 contains 40205 members 
Mstep: Class 25 contains 24078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78653600.000000 Penalty: 50248.105469
Iteration 40F: 26 clusters Score -7.86536e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 3487 members 
Mstep: Class 3 contains 30284 members 
Mstep: Class 4 contains 28115 members 
Mstep: Class 5 contains 54383 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 85006 members 
Mstep: Class 8 contains 34283 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 49841 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 14945 members 
Mstep: Class 13 contains 1126 members 
Mstep: Class 14 contains 99650 members 
Mstep: Class 15 contains 40563 members 
Mstep: Class 16 contains 15023 members 
Mstep: Class 17 contains 17597 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 27869 members 
Mstep: Class 20 contains 39405 members 
Mstep: Class 21 contains 9682 members 
Mstep: Class 22 contains 40625 members 
Mstep: Class 23 contains 17087 members 
Mstep: Class 24 contains 41231 members 
Mstep: Class 25 contains 24862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78660720.000000 Penalty: 50248.105469
Iteration 41Q: 26 clusters Score -7.866072e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 29892 members 
Mstep: Class 4 contains 28075 members 
Mstep: Class 5 contains 53542 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 7 contains 85212 members 
Mstep: Class 8 contains 35593 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 50288 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 12 contains 15086 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 98979 members 
Mstep: Class 15 contains 40601 members 
Mstep: Class 16 contains 15018 members 
Mstep: Class 17 contains 16795 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 27782 members 
Mstep: Class 20 contains 39459 members 
Mstep: Class 21 contains 9295 members 
Mstep: Class 22 contains 41427 members 
Mstep: Class 23 contains 16694 members 
Mstep: Class 24 contains 41722 members 
Mstep: Class 25 contains 25659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78665256.000000 Penalty: 50248.105469
Iteration 42Q: 26 clusters Score -7.866526e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 29629 members 
Mstep: Class 4 contains 28061 members 
Mstep: Class 5 contains 52639 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 85405 members 
Mstep: Class 8 contains 36552 members 
Mstep: Class 9 contains 1774 members 
Mstep: Class 10 contains 50663 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 15212 members 
Mstep: Class 13 contains 1135 members 
Mstep: Class 14 contains 98406 members 
Mstep: Class 15 contains 40639 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 16131 members 
Mstep: Class 18 contains 6361 members 
Mstep: Class 19 contains 27638 members 
Mstep: Class 20 contains 39506 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 42366 members 
Mstep: Class 23 contains 16424 members 
Mstep: Class 24 contains 41966 members 
Mstep: Class 25 contains 26412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78666864.000000 Penalty: 50248.105469
Iteration 43Q: 26 clusters Score -7.866686e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 29500 members 
Mstep: Class 4 contains 28052 members 
Mstep: Class 5 contains 51676 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 85537 members 
Mstep: Class 8 contains 37105 members 
Mstep: Class 9 contains 1782 members 
Mstep: Class 10 contains 50968 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 15331 members 
Mstep: Class 13 contains 1141 members 
Mstep: Class 14 contains 97973 members 
Mstep: Class 15 contains 40657 members 
Mstep: Class 16 contains 15002 members 
Mstep: Class 17 contains 15640 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 27592 members 
Mstep: Class 20 contains 39550 members 
Mstep: Class 21 contains 8610 members 
Mstep: Class 22 contains 43370 members 
Mstep: Class 23 contains 16173 members 
Mstep: Class 24 contains 42120 members 
Mstep: Class 25 contains 27109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78668088.000000 Penalty: 50248.105469
Iteration 44Q: 26 clusters Score -7.866809e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 29450 members 
Mstep: Class 4 contains 28047 members 
Mstep: Class 5 contains 50510 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 85680 members 
Mstep: Class 8 contains 37424 members 
Mstep: Class 9 contains 1785 members 
Mstep: Class 10 contains 51238 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 15424 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 97608 members 
Mstep: Class 15 contains 40675 members 
Mstep: Class 16 contains 15005 members 
Mstep: Class 17 contains 15289 members 
Mstep: Class 18 contains 6292 members 
Mstep: Class 19 contains 27634 members 
Mstep: Class 20 contains 39575 members 
Mstep: Class 21 contains 8256 members 
Mstep: Class 22 contains 44505 members 
Mstep: Class 23 contains 15958 members 
Mstep: Class 24 contains 42221 members 
Mstep: Class 25 contains 27808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78669152.000000 Penalty: 50248.105469
Iteration 45Q: 26 clusters Score -7.866915e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 29458 members 
Mstep: Class 4 contains 28051 members 
Mstep: Class 5 contains 49168 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 85770 members 
Mstep: Class 8 contains 37586 members 
Mstep: Class 9 contains 1786 members 
Mstep: Class 10 contains 51470 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 15511 members 
Mstep: Class 13 contains 1157 members 
Mstep: Class 14 contains 97308 members 
Mstep: Class 15 contains 40691 members 
Mstep: Class 16 contains 15005 members 
Mstep: Class 17 contains 15010 members 
Mstep: Class 18 contains 6246 members 
Mstep: Class 19 contains 27734 members 
Mstep: Class 20 contains 39597 members 
Mstep: Class 21 contains 7881 members 
Mstep: Class 22 contains 45787 members 
Mstep: Class 23 contains 15762 members 
Mstep: Class 24 contains 42289 members 
Mstep: Class 25 contains 28489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78669552.000000 Penalty: 50248.105469
Iteration 46Q: 26 clusters Score -7.866955e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 29496 members 
Mstep: Class 4 contains 28057 members 
Mstep: Class 5 contains 47603 members 
Mstep: Class 6 contains 2149 members 
Mstep: Class 7 contains 85836 members 
Mstep: Class 8 contains 37682 members 
Mstep: Class 9 contains 1792 members 
Mstep: Class 10 contains 51670 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 12 contains 15590 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 97030 members 
Mstep: Class 15 contains 40699 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 14793 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 19 contains 27838 members 
Mstep: Class 20 contains 39623 members 
Mstep: Class 21 contains 7532 members 
Mstep: Class 22 contains 47277 members 
Mstep: Class 23 contains 15599 members 
Mstep: Class 24 contains 42340 members 
Mstep: Class 25 contains 29114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78670488.000000 Penalty: 50248.105469
Iteration 47Q: 26 clusters Score -7.867049e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 29577 members 
Mstep: Class 4 contains 28054 members 
Mstep: Class 5 contains 45749 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 85882 members 
Mstep: Class 8 contains 37738 members 
Mstep: Class 9 contains 1795 members 
Mstep: Class 10 contains 51882 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 15649 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 96765 members 
Mstep: Class 15 contains 40704 members 
Mstep: Class 16 contains 15015 members 
Mstep: Class 17 contains 14630 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 19 contains 27954 members 
Mstep: Class 20 contains 39636 members 
Mstep: Class 21 contains 7188 members 
Mstep: Class 22 contains 49049 members 
Mstep: Class 23 contains 15422 members 
Mstep: Class 24 contains 42379 members 
Mstep: Class 25 contains 29685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78671440.000000 Penalty: 50248.105469
Iteration 48Q: 26 clusters Score -7.867144e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 29658 members 
Mstep: Class 4 contains 28056 members 
Mstep: Class 5 contains 43639 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 85914 members 
Mstep: Class 8 contains 37775 members 
Mstep: Class 9 contains 1795 members 
Mstep: Class 10 contains 52081 members 
Mstep: Class 11 contains 1613 members 
Mstep: Class 12 contains 15704 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 96538 members 
Mstep: Class 15 contains 40726 members 
Mstep: Class 16 contains 15021 members 
Mstep: Class 17 contains 14489 members 
Mstep: Class 18 contains 6139 members 
Mstep: Class 19 contains 28047 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 51045 members 
Mstep: Class 23 contains 15261 members 
Mstep: Class 24 contains 42421 members 
Mstep: Class 25 contains 30272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78672448.000000 Penalty: 50248.105469
Iteration 49Q: 26 clusters Score -7.867245e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 2580 members 
Mstep: Class 3 contains 29765 members 
Mstep: Class 4 contains 28062 members 
Mstep: Class 5 contains 41422 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 85953 members 
Mstep: Class 8 contains 37796 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 52233 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 15751 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 96360 members 
Mstep: Class 15 contains 40745 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 14374 members 
Mstep: Class 18 contains 6117 members 
Mstep: Class 19 contains 28139 members 
Mstep: Class 20 contains 39658 members 
Mstep: Class 21 contains 6391 members 
Mstep: Class 22 contains 53109 members 
Mstep: Class 23 contains 15129 members 
Mstep: Class 24 contains 42452 members 
Mstep: Class 25 contains 30837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78673824.000000 Penalty: 50248.105469
Iteration 50Q: 26 clusters Score -7.867382e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 2553 members 
Mstep: Class 3 contains 29868 members 
Mstep: Class 4 contains 28067 members 
Mstep: Class 5 contains 39006 members 
Mstep: Class 6 contains 1826 members 
Mstep: Class 7 contains 85982 members 
Mstep: Class 8 contains 37818 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 52380 members 
Mstep: Class 11 contains 1633 members 
Mstep: Class 12 contains 15783 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 96188 members 
Mstep: Class 15 contains 40757 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 14283 members 
Mstep: Class 18 contains 6100 members 
Mstep: Class 19 contains 28230 members 
Mstep: Class 20 contains 39663 members 
Mstep: Class 21 contains 5958 members 
Mstep: Class 22 contains 55391 members 
Mstep: Class 23 contains 14994 members 
Mstep: Class 24 contains 42483 members 
Mstep: Class 25 contains 31425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78675496.000000 Penalty: 50248.105469
Iteration 51Q: 26 clusters Score -7.86755e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 2516 members 
Mstep: Class 3 contains 29969 members 
Mstep: Class 4 contains 28067 members 
Mstep: Class 5 contains 36600 members 
Mstep: Class 6 contains 1759 members 
Mstep: Class 7 contains 86003 members 
Mstep: Class 8 contains 37825 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 52482 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 15826 members 
Mstep: Class 13 contains 1182 members 
Mstep: Class 14 contains 96056 members 
Mstep: Class 15 contains 40770 members 
Mstep: Class 16 contains 15029 members 
Mstep: Class 17 contains 14213 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 28299 members 
Mstep: Class 20 contains 39669 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 57734 members 
Mstep: Class 23 contains 14862 members 
Mstep: Class 24 contains 42508 members 
Mstep: Class 25 contains 32062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78677792.000000 Penalty: 50248.105469
Iteration 52Q: 26 clusters Score -7.867779e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 30110 members 
Mstep: Class 4 contains 28066 members 
Mstep: Class 5 contains 34363 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 86011 members 
Mstep: Class 8 contains 37836 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 52562 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 15858 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 95934 members 
Mstep: Class 15 contains 40780 members 
Mstep: Class 16 contains 15034 members 
Mstep: Class 17 contains 14170 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 28350 members 
Mstep: Class 20 contains 39673 members 
Mstep: Class 21 contains 4994 members 
Mstep: Class 22 contains 59860 members 
Mstep: Class 23 contains 14750 members 
Mstep: Class 24 contains 42531 members 
Mstep: Class 25 contains 32692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78680080.000000 Penalty: 50248.105469
Iteration 53Q: 26 clusters Score -7.868008e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 3 contains 30223 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 32444 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 86014 members 
Mstep: Class 8 contains 37849 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 52625 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 15894 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 14 contains 95844 members 
Mstep: Class 15 contains 40796 members 
Mstep: Class 16 contains 15034 members 
Mstep: Class 17 contains 14122 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 28398 members 
Mstep: Class 20 contains 39682 members 
Mstep: Class 21 contains 4492 members 
Mstep: Class 22 contains 61693 members 
Mstep: Class 23 contains 14654 members 
Mstep: Class 24 contains 42554 members 
Mstep: Class 25 contains 33308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78682720.000000 Penalty: 50248.105469
Iteration 54Q: 26 clusters Score -7.868272e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 30298 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 31287 members 
Mstep: Class 6 contains 1624 members 
Mstep: Class 7 contains 86014 members 
Mstep: Class 8 contains 37874 members 
Mstep: Class 9 contains 1806 members 
Mstep: Class 10 contains 52687 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 15935 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 14 contains 95765 members 
Mstep: Class 15 contains 40801 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 14067 members 
Mstep: Class 18 contains 6015 members 
Mstep: Class 19 contains 28460 members 
Mstep: Class 20 contains 39673 members 
Mstep: Class 21 contains 3997 members 
Mstep: Class 22 contains 62850 members 
Mstep: Class 23 contains 14531 members 
Mstep: Class 24 contains 42568 members 
Mstep: Class 25 contains 33908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78684552.000000 Penalty: 50248.105469
Iteration 55Q: 26 clusters Score -7.868455e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 30325 members 
Mstep: Class 4 contains 28068 members 
Mstep: Class 5 contains 30740 members 
Mstep: Class 6 contains 1600 members 
Mstep: Class 7 contains 86009 members 
Mstep: Class 8 contains 37893 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 52724 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 12 contains 15977 members 
Mstep: Class 13 contains 1192 members 
Mstep: Class 14 contains 95675 members 
Mstep: Class 15 contains 40824 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 14028 members 
Mstep: Class 18 contains 5990 members 
Mstep: Class 19 contains 28518 members 
Mstep: Class 20 contains 39668 members 
Mstep: Class 21 contains 3487 members 
Mstep: Class 22 contains 63421 members 
Mstep: Class 23 contains 14419 members 
Mstep: Class 24 contains 42570 members 
Mstep: Class 25 contains 34541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78685296.000000 Penalty: 50248.105469
Iteration 56Q: 26 clusters Score -7.86853e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 30356 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30508 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 86009 members 
Mstep: Class 8 contains 37899 members 
Mstep: Class 9 contains 1811 members 
Mstep: Class 10 contains 52745 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 12 contains 16012 members 
Mstep: Class 13 contains 1198 members 
Mstep: Class 14 contains 95615 members 
Mstep: Class 15 contains 40833 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 13992 members 
Mstep: Class 18 contains 5975 members 
Mstep: Class 19 contains 28578 members 
Mstep: Class 20 contains 39657 members 
Mstep: Class 21 contains 3011 members 
Mstep: Class 22 contains 63679 members 
Mstep: Class 23 contains 14338 members 
Mstep: Class 24 contains 42579 members 
Mstep: Class 25 contains 35107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78685832.000000 Penalty: 50248.105469
Iteration 57Q: 26 clusters Score -7.868583e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 30358 members 
Mstep: Class 4 contains 28064 members 
Mstep: Class 5 contains 30415 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 86016 members 
Mstep: Class 8 contains 37912 members 
Mstep: Class 9 contains 1812 members 
Mstep: Class 10 contains 52761 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 16046 members 
Mstep: Class 13 contains 1205 members 
Mstep: Class 14 contains 95571 members 
Mstep: Class 15 contains 40840 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 13954 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 28620 members 
Mstep: Class 20 contains 39655 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 63820 members 
Mstep: Class 23 contains 14264 members 
Mstep: Class 24 contains 42575 members 
Mstep: Class 25 contains 35643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78686192.000000 Penalty: 50248.105469
Iteration 58Q: 26 clusters Score -7.868619e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2374 members 
Mstep: Class 3 contains 30364 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30376 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 86014 members 
Mstep: Class 8 contains 37929 members 
Mstep: Class 9 contains 1813 members 
Mstep: Class 10 contains 52790 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 1214 members 
Mstep: Class 14 contains 95522 members 
Mstep: Class 15 contains 40845 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 13910 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 28656 members 
Mstep: Class 20 contains 39657 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 63877 members 
Mstep: Class 23 contains 14196 members 
Mstep: Class 24 contains 42579 members 
Mstep: Class 25 contains 36103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78686456.000000 Penalty: 50248.105469
Iteration 59Q: 26 clusters Score -7.868646e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30370 members 
Mstep: Class 6 contains 1574 members 
Mstep: Class 7 contains 86018 members 
Mstep: Class 8 contains 37940 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52819 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 16094 members 
Mstep: Class 13 contains 1219 members 
Mstep: Class 14 contains 95478 members 
Mstep: Class 15 contains 40847 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 13882 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 28692 members 
Mstep: Class 20 contains 39656 members 
Mstep: Class 21 contains 1820 members 
Mstep: Class 22 contains 63912 members 
Mstep: Class 23 contains 14131 members 
Mstep: Class 24 contains 42585 members 
Mstep: Class 25 contains 36490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78686768.000000 Penalty: 50248.105469
Iteration 60F: 26 clusters Score -7.868677e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 30374 members 
Mstep: Class 4 contains 28063 members 
Mstep: Class 5 contains 30340 members 
Mstep: Class 6 contains 1572 members 
Mstep: Class 7 contains 86024 members 
Mstep: Class 8 contains 37944 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52829 members 
Mstep: Class 11 contains 1394 members 
Mstep: Class 12 contains 16111 members 
Mstep: Class 13 contains 1224 members 
Mstep: Class 14 contains 95431 members 
Mstep: Class 15 contains 40840 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13861 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 28724 members 
Mstep: Class 20 contains 39652 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 63946 members 
Mstep: Class 23 contains 14086 members 
Mstep: Class 24 contains 42587 members 
Mstep: Class 25 contains 36829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1880.004639 but Gain 2009.925781
Score: -78687328.000000 Penalty: 48238.179688
Iteration 61Q: 25 clusters Score -7.868733e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 3 contains 30377 members 
Mstep: Class 4 contains 28064 members 
Mstep: Class 5 contains 30334 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 86031 members 
Mstep: Class 8 contains 37948 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52840 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 16135 members 
Mstep: Class 13 contains 1227 members 
Mstep: Class 14 contains 95507 members 
Mstep: Class 15 contains 40840 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13902 members 
Mstep: Class 18 contains 5893 members 
Mstep: Class 19 contains 28756 members 
Mstep: Class 20 contains 39652 members 
Mstep: Class 22 contains 63968 members 
Mstep: Class 23 contains 14032 members 
Mstep: Class 24 contains 42595 members 
Mstep: Class 25 contains 38238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689024.000000 Penalty: 48238.179688
Iteration 62Q: 25 clusters Score -7.868902e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 2343 members 
Mstep: Class 3 contains 30402 members 
Mstep: Class 4 contains 28064 members 
Mstep: Class 5 contains 30324 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 86010 members 
Mstep: Class 8 contains 37949 members 
Mstep: Class 9 contains 1814 members 
Mstep: Class 10 contains 52855 members 
Mstep: Class 11 contains 1372 members 
Mstep: Class 12 contains 16156 members 
Mstep: Class 13 contains 1228 members 
Mstep: Class 14 contains 95469 members 
Mstep: Class 15 contains 40840 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 13867 members 
Mstep: Class 18 contains 5886 members 
Mstep: Class 19 contains 28785 members 
Mstep: Class 20 contains 39650 members 
Mstep: Class 22 contains 63977 members 
Mstep: Class 23 contains 14003 members 
Mstep: Class 24 contains 42593 members 
Mstep: Class 25 contains 38299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689184.000000 Penalty: 48238.179688
Iteration 63Q: 25 clusters Score -7.868918e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 2342 members 
Mstep: Class 3 contains 30421 members 
Mstep: Class 4 contains 28066 members 
Mstep: Class 5 contains 30319 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 86008 members 
Mstep: Class 8 contains 37955 members 
Mstep: Class 9 contains 1814 members 
Mstep: Class 10 contains 52852 members 
Mstep: Class 11 contains 1365 members 
Mstep: Class 12 contains 16175 members 
Mstep: Class 13 contains 1230 members 
Mstep: Class 14 contains 95444 members 
Mstep: Class 15 contains 40836 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 13842 members 
Mstep: Class 18 contains 5873 members 
Mstep: Class 19 contains 28812 members 
Mstep: Class 20 contains 39645 members 
Mstep: Class 22 contains 63979 members 
Mstep: Class 23 contains 13995 members 
Mstep: Class 24 contains 42592 members 
Mstep: Class 25 contains 38328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689296.000000 Penalty: 48238.179688
Iteration 64Q: 25 clusters Score -7.86893e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30434 members 
Mstep: Class 4 contains 28067 members 
Mstep: Class 5 contains 30316 members 
Mstep: Class 6 contains 1560 members 
Mstep: Class 7 contains 86005 members 
Mstep: Class 8 contains 37954 members 
Mstep: Class 9 contains 1814 members 
Mstep: Class 10 contains 52844 members 
Mstep: Class 11 contains 1355 members 
Mstep: Class 12 contains 16195 members 
Mstep: Class 13 contains 1232 members 
Mstep: Class 14 contains 95435 members 
Mstep: Class 15 contains 40835 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13829 members 
Mstep: Class 18 contains 5859 members 
Mstep: Class 19 contains 28829 members 
Mstep: Class 20 contains 39641 members 
Mstep: Class 22 contains 63984 members 
Mstep: Class 23 contains 13980 members 
Mstep: Class 24 contains 42599 members 
Mstep: Class 25 contains 38347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689240.000000 Penalty: 48238.179688
Iteration 65Q: 25 clusters Score -7.868924e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30444 members 
Mstep: Class 4 contains 28066 members 
Mstep: Class 5 contains 30316 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 86003 members 
Mstep: Class 8 contains 37951 members 
Mstep: Class 9 contains 1814 members 
Mstep: Class 10 contains 52848 members 
Mstep: Class 11 contains 1345 members 
Mstep: Class 12 contains 16215 members 
Mstep: Class 13 contains 1232 members 
Mstep: Class 14 contains 95413 members 
Mstep: Class 15 contains 40835 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 13814 members 
Mstep: Class 18 contains 5850 members 
Mstep: Class 19 contains 28844 members 
Mstep: Class 20 contains 39641 members 
Mstep: Class 22 contains 63989 members 
Mstep: Class 23 contains 13970 members 
Mstep: Class 24 contains 42605 members 
Mstep: Class 25 contains 38366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689240.000000 Penalty: 48238.179688
Iteration 66Q: 25 clusters Score -7.868924e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30449 members 
Mstep: Class 4 contains 28066 members 
Mstep: Class 5 contains 30314 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 37950 members 
Mstep: Class 9 contains 1814 members 
Mstep: Class 10 contains 52848 members 
Mstep: Class 11 contains 1336 members 
Mstep: Class 12 contains 16233 members 
Mstep: Class 13 contains 1232 members 
Mstep: Class 14 contains 95389 members 
Mstep: Class 15 contains 40834 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 13810 members 
Mstep: Class 18 contains 5838 members 
Mstep: Class 19 contains 28855 members 
Mstep: Class 20 contains 39640 members 
Mstep: Class 22 contains 63992 members 
Mstep: Class 23 contains 13973 members 
Mstep: Class 24 contains 42609 members 
Mstep: Class 25 contains 38380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689272.000000 Penalty: 48238.179688
Iteration 67Q: 25 clusters Score -7.868927e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30454 members 
Mstep: Class 4 contains 28067 members 
Mstep: Class 5 contains 30310 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 86006 members 
Mstep: Class 8 contains 37951 members 
Mstep: Class 9 contains 1814 members 
Mstep: Class 10 contains 52845 members 
Mstep: Class 11 contains 1330 members 
Mstep: Class 12 contains 16244 members 
Mstep: Class 13 contains 1236 members 
Mstep: Class 14 contains 95374 members 
Mstep: Class 15 contains 40834 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 13804 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 28865 members 
Mstep: Class 20 contains 39639 members 
Mstep: Class 22 contains 63997 members 
Mstep: Class 23 contains 13967 members 
Mstep: Class 24 contains 42610 members 
Mstep: Class 25 contains 38396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689312.000000 Penalty: 48238.179688
Iteration 68Q: 25 clusters Score -7.868931e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30449 members 
Mstep: Class 4 contains 28066 members 
Mstep: Class 5 contains 30312 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 86006 members 
Mstep: Class 8 contains 37955 members 
Mstep: Class 9 contains 1816 members 
Mstep: Class 10 contains 52845 members 
Mstep: Class 11 contains 1328 members 
Mstep: Class 12 contains 16257 members 
Mstep: Class 13 contains 1239 members 
Mstep: Class 14 contains 95358 members 
Mstep: Class 15 contains 40834 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13797 members 
Mstep: Class 18 contains 5820 members 
Mstep: Class 19 contains 28877 members 
Mstep: Class 20 contains 39638 members 
Mstep: Class 22 contains 64003 members 
Mstep: Class 23 contains 13956 members 
Mstep: Class 24 contains 42612 members 
Mstep: Class 25 contains 38408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689312.000000 Penalty: 48238.179688
Iteration 69Q: 25 clusters Score -7.868931e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30449 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30311 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 86008 members 
Mstep: Class 8 contains 37957 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52843 members 
Mstep: Class 11 contains 1325 members 
Mstep: Class 12 contains 16276 members 
Mstep: Class 13 contains 1242 members 
Mstep: Class 14 contains 95339 members 
Mstep: Class 15 contains 40834 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 5812 members 
Mstep: Class 19 contains 28890 members 
Mstep: Class 20 contains 39638 members 
Mstep: Class 22 contains 64012 members 
Mstep: Class 23 contains 13951 members 
Mstep: Class 24 contains 42612 members 
Mstep: Class 25 contains 38415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689280.000000 Penalty: 48238.179688
Iteration 70Q: 25 clusters Score -7.868928e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30454 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30309 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 86008 members 
Mstep: Class 8 contains 37956 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52843 members 
Mstep: Class 11 contains 1324 members 
Mstep: Class 12 contains 16289 members 
Mstep: Class 13 contains 1242 members 
Mstep: Class 14 contains 95325 members 
Mstep: Class 15 contains 40834 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 5803 members 
Mstep: Class 19 contains 28898 members 
Mstep: Class 20 contains 39638 members 
Mstep: Class 22 contains 64018 members 
Mstep: Class 23 contains 13946 members 
Mstep: Class 24 contains 42612 members 
Mstep: Class 25 contains 38426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689240.000000 Penalty: 48238.179688
Iteration 71Q: 25 clusters Score -7.868924e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30457 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30308 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 86007 members 
Mstep: Class 8 contains 37954 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52834 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 16301 members 
Mstep: Class 13 contains 1243 members 
Mstep: Class 14 contains 95322 members 
Mstep: Class 15 contains 40831 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 5794 members 
Mstep: Class 19 contains 28901 members 
Mstep: Class 20 contains 39638 members 
Mstep: Class 22 contains 64022 members 
Mstep: Class 23 contains 13943 members 
Mstep: Class 24 contains 42613 members 
Mstep: Class 25 contains 38438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689328.000000 Penalty: 48238.179688
Iteration 72Q: 25 clusters Score -7.868933e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30458 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30307 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86006 members 
Mstep: Class 8 contains 37952 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52824 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 16312 members 
Mstep: Class 13 contains 1245 members 
Mstep: Class 14 contains 95317 members 
Mstep: Class 15 contains 40831 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13782 members 
Mstep: Class 18 contains 5786 members 
Mstep: Class 19 contains 28910 members 
Mstep: Class 20 contains 39638 members 
Mstep: Class 22 contains 64023 members 
Mstep: Class 23 contains 13937 members 
Mstep: Class 24 contains 42613 members 
Mstep: Class 25 contains 38445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689344.000000 Penalty: 48238.179688
Iteration 73Q: 25 clusters Score -7.868934e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30461 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30306 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 86006 members 
Mstep: Class 8 contains 37957 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52814 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 16320 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 95317 members 
Mstep: Class 15 contains 40831 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13773 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 28917 members 
Mstep: Class 20 contains 39637 members 
Mstep: Class 22 contains 64024 members 
Mstep: Class 23 contains 13932 members 
Mstep: Class 24 contains 42612 members 
Mstep: Class 25 contains 38452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689288.000000 Penalty: 48238.179688
Iteration 74Q: 25 clusters Score -7.868929e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30468 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30306 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 37964 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52813 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 16325 members 
Mstep: Class 13 contains 1252 members 
Mstep: Class 14 contains 95313 members 
Mstep: Class 15 contains 40831 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 5770 members 
Mstep: Class 19 contains 28920 members 
Mstep: Class 20 contains 39637 members 
Mstep: Class 22 contains 64023 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 42612 members 
Mstep: Class 25 contains 38460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689272.000000 Penalty: 48238.179688
Iteration 75Q: 25 clusters Score -7.868927e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30473 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30306 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 37970 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52806 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 16328 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 95320 members 
Mstep: Class 15 contains 40830 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13761 members 
Mstep: Class 18 contains 5762 members 
Mstep: Class 19 contains 28923 members 
Mstep: Class 20 contains 39637 members 
Mstep: Class 22 contains 64023 members 
Mstep: Class 23 contains 13916 members 
Mstep: Class 24 contains 42612 members 
Mstep: Class 25 contains 38466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689144.000000 Penalty: 48238.179688
Iteration 76Q: 25 clusters Score -7.868914e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30477 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30306 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86004 members 
Mstep: Class 8 contains 37972 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52804 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 16330 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 95316 members 
Mstep: Class 15 contains 40830 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13762 members 
Mstep: Class 18 contains 5756 members 
Mstep: Class 19 contains 28925 members 
Mstep: Class 20 contains 39637 members 
Mstep: Class 22 contains 64024 members 
Mstep: Class 23 contains 13907 members 
Mstep: Class 24 contains 42612 members 
Mstep: Class 25 contains 38476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689224.000000 Penalty: 48238.179688
Iteration 77Q: 25 clusters Score -7.868922e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30484 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30304 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86003 members 
Mstep: Class 8 contains 37975 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52806 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 16332 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 95316 members 
Mstep: Class 15 contains 40829 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13765 members 
Mstep: Class 18 contains 5754 members 
Mstep: Class 19 contains 28934 members 
Mstep: Class 20 contains 39637 members 
Mstep: Class 22 contains 64024 members 
Mstep: Class 23 contains 13884 members 
Mstep: Class 24 contains 42613 members 
Mstep: Class 25 contains 38479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78689176.000000 Penalty: 48238.179688
Iteration 78Q: 25 clusters Score -7.868918e+07 nChanged 54
Entering ConstructFrom: 
Score: -78689176.000000 Penalty: 48238.179688
Entering ConstructFrom: 
Trying to split cluster 1 (46399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Entering Unmasked Estep 
Score: -5111100.000000 Penalty: 1598.860962
	Iteration 0F: 2 clusters Score -5111100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5080729.000000 Penalty: 3197.721924
	Iteration 0F: 3 clusters Score -5080729 nChanged 21346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -5092597.000000 Penalty: 3197.721924
	Iteration 1F: 3 clusters Score -5092597 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -5093221.500000 Penalty: 3197.721924
	Iteration 2Q: 3 clusters Score -5093222 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -5093850.000000 Penalty: 3197.721924
	Iteration 3Q: 3 clusters Score -5093850 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -5094517.000000 Penalty: 3197.721924
	Iteration 4Q: 3 clusters Score -5094517 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -5095323.000000 Penalty: 3197.721924
	Iteration 5Q: 3 clusters Score -5095323 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5096241.500000 Penalty: 3197.721924
	Iteration 6Q: 3 clusters Score -5096242 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -5097381.500000 Penalty: 3197.721924
	Iteration 7F: 3 clusters Score -5097382 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -5098843.500000 Penalty: 3197.721924
	Iteration 8F: 3 clusters Score -5098844 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -5100434.000000 Penalty: 3197.721924
	Iteration 9F: 3 clusters Score -5100434 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -5102357.000000 Penalty: 3197.721924
	Iteration 10F: 3 clusters Score -5102357 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5104406.500000 Penalty: 3197.721924
	Iteration 11F: 3 clusters Score -5104406 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5106378.000000 Penalty: 3197.721924
	Iteration 12Q: 3 clusters Score -5106378 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -5107935.500000 Penalty: 3197.721924
	Iteration 13Q: 3 clusters Score -5107936 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -5108841.000000 Penalty: 3197.721924
	Iteration 14Q: 3 clusters Score -5108841 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -5109309.000000 Penalty: 3197.721924
	Iteration 15Q: 3 clusters Score -5109309 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -5109492.000000 Penalty: 3197.721924
	Iteration 16Q: 3 clusters Score -5109492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -5109592.500000 Penalty: 3197.721924
	Iteration 17Q: 3 clusters Score -5109592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -5109652.500000 Penalty: 3197.721924
	Iteration 18Q: 3 clusters Score -5109652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -5109680.000000 Penalty: 3197.721924
	Iteration 19Q: 3 clusters Score -5109680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5109704.000000 Penalty: 3197.721924
	Iteration 20F: 3 clusters Score -5109704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -5109714.500000 Penalty: 3197.721924
	Iteration 21Q: 3 clusters Score -5109714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -5109716.500000 Penalty: 3197.721924
	Iteration 22Q: 3 clusters Score -5109716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -5109735.500000 Penalty: 3197.721924
	Iteration 23Q: 3 clusters Score -5109736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5109754.000000 Penalty: 3197.721924
	Iteration 24Q: 3 clusters Score -5109754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -5109759.000000 Penalty: 3197.721924
	Iteration 25Q: 3 clusters Score -5109759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -5109764.500000 Penalty: 3197.721924
	Iteration 26Q: 3 clusters Score -5109764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -5109764.500000 Penalty: 3197.721924
	Iteration 27F: 3 clusters Score -5109764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -283673.062500 Penalty: 1154.376465
	Iteration 0F: 2 clusters Score -283673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -281593.937500 Penalty: 2308.752930
	Iteration 0F: 3 clusters Score -281593.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -282112.000000 Penalty: 2308.752930
	Iteration 1F: 3 clusters Score -282112 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -282230.437500 Penalty: 2308.752930
	Iteration 2F: 3 clusters Score -282230.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -282302.500000 Penalty: 2308.752930
	Iteration 3Q: 3 clusters Score -282302.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -282345.562500 Penalty: 2308.752930
	Iteration 4Q: 3 clusters Score -282345.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -282375.531250 Penalty: 2308.752930
	Iteration 5Q: 3 clusters Score -282375.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -282392.937500 Penalty: 2308.752930
	Iteration 6Q: 3 clusters Score -282392.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -282409.937500 Penalty: 2308.752930
	Iteration 7Q: 3 clusters Score -282409.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -282420.125000 Penalty: 2308.752930
	Iteration 8Q: 3 clusters Score -282420.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -282428.000000 Penalty: 2308.752930
	Iteration 9Q: 3 clusters Score -282428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -282431.562500 Penalty: 2308.752930
	Iteration 10Q: 3 clusters Score -282431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -282433.031250 Penalty: 2308.752930
	Iteration 11Q: 3 clusters Score -282433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -282437.187500 Penalty: 2308.752930
	Iteration 12Q: 3 clusters Score -282437.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -282441.468750 Penalty: 2308.752930
	Iteration 13Q: 3 clusters Score -282441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -282444.937500 Penalty: 2308.752930
	Iteration 14Q: 3 clusters Score -282444.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -282446.781250 Penalty: 2308.752930
	Iteration 15Q: 3 clusters Score -282446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -282448.500000 Penalty: 2308.752930
	Iteration 16Q: 3 clusters Score -282448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -282449.000000 Penalty: 2308.752930
	Iteration 17Q: 3 clusters Score -282449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -282449.312500 Penalty: 2308.752930
	Iteration 18Q: 3 clusters Score -282449.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -282450.125000 Penalty: 2308.752930
	Iteration 19Q: 3 clusters Score -282450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -282450.125000 Penalty: 2308.752930
	Iteration 20F: 3 clusters Score -282450.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Entering Unmasked Estep 
Score: -3087371.000000 Penalty: 1536.378052
	Iteration 0F: 2 clusters Score -3087371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3067598.000000 Penalty: 3072.756104
	Iteration 0F: 3 clusters Score -3067598 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3075212.750000 Penalty: 3072.756104
	Iteration 1F: 3 clusters Score -3075213 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3075744.000000 Penalty: 3072.756104
	Iteration 2Q: 3 clusters Score -3075744 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3076200.250000 Penalty: 3072.756104
	Iteration 3Q: 3 clusters Score -3076200 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3076672.250000 Penalty: 3072.756104
	Iteration 4Q: 3 clusters Score -3076672 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3077276.750000 Penalty: 3072.756104
	Iteration 5Q: 3 clusters Score -3077277 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3078100.500000 Penalty: 3072.756104
	Iteration 6Q: 3 clusters Score -3078100 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -3079229.250000 Penalty: 3072.756104
	Iteration 7F: 3 clusters Score -3079229 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3080644.500000 Penalty: 3072.756104
	Iteration 8F: 3 clusters Score -3080644 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3082190.000000 Penalty: 3072.756104
	Iteration 9F: 3 clusters Score -3082190 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3083452.750000 Penalty: 3072.756104
	Iteration 10Q: 3 clusters Score -3083453 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3084448.500000 Penalty: 3072.756104
	Iteration 11Q: 3 clusters Score -3084448 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3085124.750000 Penalty: 3072.756104
	Iteration 12Q: 3 clusters Score -3085125 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3085571.500000 Penalty: 3072.756104
	Iteration 13Q: 3 clusters Score -3085572 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3085837.750000 Penalty: 3072.756104
	Iteration 14Q: 3 clusters Score -3085838 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3085977.500000 Penalty: 3072.756104
	Iteration 15Q: 3 clusters Score -3085978 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -3086084.000000 Penalty: 3072.756104
	Iteration 16Q: 3 clusters Score -3086084 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3086156.000000 Penalty: 3072.756104
	Iteration 17Q: 3 clusters Score -3086156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3086208.750000 Penalty: 3072.756104
	Iteration 18Q: 3 clusters Score -3086209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -3086224.000000 Penalty: 3072.756104
	Iteration 19Q: 3 clusters Score -3086224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3086236.000000 Penalty: 3072.756104
	Iteration 20F: 3 clusters Score -3086236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3086253.250000 Penalty: 3072.756104
	Iteration 21Q: 3 clusters Score -3086253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -3086260.500000 Penalty: 3072.756104
	Iteration 22Q: 3 clusters Score -3086260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -3086268.000000 Penalty: 3072.756104
	Iteration 23Q: 3 clusters Score -3086268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -3086270.750000 Penalty: 3072.756104
	Iteration 24Q: 3 clusters Score -3086271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3086272.750000 Penalty: 3072.756104
	Iteration 25Q: 3 clusters Score -3086273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -3086283.000000 Penalty: 3072.756104
	Iteration 26Q: 3 clusters Score -3086283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -3086287.750000 Penalty: 3072.756104
	Iteration 27Q: 3 clusters Score -3086288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3086289.750000 Penalty: 3072.756104
	Iteration 28Q: 3 clusters Score -3086290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3086287.250000 Penalty: 3072.756104
	Iteration 29Q: 3 clusters Score -3086287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -3086289.000000 Penalty: 3072.756104
	Iteration 30Q: 3 clusters Score -3086289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3086288.750000 Penalty: 3072.756104
	Iteration 31Q: 3 clusters Score -3086289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3086288.750000 Penalty: 3072.756104
	Iteration 32F: 3 clusters Score -3086289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Entering Unmasked Estep 
Score: -3142855.250000 Penalty: 1524.051025
	Iteration 0F: 2 clusters Score -3142855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3124669.000000 Penalty: 3048.102051
	Iteration 0F: 3 clusters Score -3124669 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3131507.000000 Penalty: 3048.102051
	Iteration 1F: 3 clusters Score -3131507 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3132088.750000 Penalty: 3048.102051
	Iteration 2F: 3 clusters Score -3132089 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3132749.250000 Penalty: 3048.102051
	Iteration 3F: 3 clusters Score -3132749 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3133596.250000 Penalty: 3048.102051
	Iteration 4F: 3 clusters Score -3133596 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3134695.000000 Penalty: 3048.102051
	Iteration 5F: 3 clusters Score -3134695 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -3135963.250000 Penalty: 3048.102051
	Iteration 6F: 3 clusters Score -3135963 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3137236.500000 Penalty: 3048.102051
	Iteration 7F: 3 clusters Score -3137236 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3138387.500000 Penalty: 3048.102051
	Iteration 8F: 3 clusters Score -3138388 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3139335.750000 Penalty: 3048.102051
	Iteration 9Q: 3 clusters Score -3139336 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3140039.000000 Penalty: 3048.102051
	Iteration 10Q: 3 clusters Score -3140039 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3140563.750000 Penalty: 3048.102051
	Iteration 11Q: 3 clusters Score -3140564 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3140930.500000 Penalty: 3048.102051
	Iteration 12Q: 3 clusters Score -3140930 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3141103.750000 Penalty: 3048.102051
	Iteration 13Q: 3 clusters Score -3141104 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -3141229.250000 Penalty: 3048.102051
	Iteration 14Q: 3 clusters Score -3141229 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3141335.500000 Penalty: 3048.102051
	Iteration 15Q: 3 clusters Score -3141336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3141400.500000 Penalty: 3048.102051
	Iteration 16Q: 3 clusters Score -3141400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3141433.000000 Penalty: 3048.102051
	Iteration 17Q: 3 clusters Score -3141433 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3141488.750000 Penalty: 3048.102051
	Iteration 18Q: 3 clusters Score -3141489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3141533.500000 Penalty: 3048.102051
	Iteration 19Q: 3 clusters Score -3141534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3141558.500000 Penalty: 3048.102051
	Iteration 20F: 3 clusters Score -3141558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3141576.000000 Penalty: 3048.102051
	Iteration 21Q: 3 clusters Score -3141576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3141591.250000 Penalty: 3048.102051
	Iteration 22Q: 3 clusters Score -3141591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -3141613.250000 Penalty: 3048.102051
	Iteration 23Q: 3 clusters Score -3141613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3141630.000000 Penalty: 3048.102051
	Iteration 24Q: 3 clusters Score -3141630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3141644.500000 Penalty: 3048.102051
	Iteration 25Q: 3 clusters Score -3141644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3141661.500000 Penalty: 3048.102051
	Iteration 26Q: 3 clusters Score -3141662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3141669.750000 Penalty: 3048.102051
	Iteration 27Q: 3 clusters Score -3141670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3141679.250000 Penalty: 3048.102051
	Iteration 28Q: 3 clusters Score -3141679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -3141682.750000 Penalty: 3048.102051
	Iteration 29Q: 3 clusters Score -3141683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3141690.000000 Penalty: 3048.102051
	Iteration 30Q: 3 clusters Score -3141690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3141705.500000 Penalty: 3048.102051
	Iteration 31Q: 3 clusters Score -3141706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3141711.000000 Penalty: 3048.102051
	Iteration 32Q: 3 clusters Score -3141711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3141709.750000 Penalty: 3048.102051
	Iteration 33Q: 3 clusters Score -3141710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3141704.250000 Penalty: 3048.102051
	Iteration 34Q: 3 clusters Score -3141704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3141706.500000 Penalty: 3048.102051
	Iteration 35Q: 3 clusters Score -3141706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3141713.000000 Penalty: 3048.102051
	Iteration 36Q: 3 clusters Score -3141713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3141720.000000 Penalty: 3048.102051
	Iteration 37Q: 3 clusters Score -3141720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3141723.500000 Penalty: 3048.102051
	Iteration 38Q: 3 clusters Score -3141724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3141727.250000 Penalty: 3048.102051
	Iteration 39Q: 3 clusters Score -3141727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3141728.250000 Penalty: 3048.102051
	Iteration 40F: 3 clusters Score -3141728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3141728.000000 Penalty: 3048.102051
	Iteration 41Q: 3 clusters Score -3141728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3141729.000000 Penalty: 3048.102051
	Iteration 42Q: 3 clusters Score -3141729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3141729.000000 Penalty: 3048.102051
	Iteration 43F: 3 clusters Score -3141729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Entering Unmasked Estep 
Score: -3332246.500000 Penalty: 1535.477295
	Iteration 0F: 2 clusters Score -3332246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3312614.250000 Penalty: 3070.954590
	Iteration 0F: 3 clusters Score -3312614 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3320086.750000 Penalty: 3070.954590
	Iteration 1F: 3 clusters Score -3320087 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3320539.750000 Penalty: 3070.954590
	Iteration 2Q: 3 clusters Score -3320540 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3320911.250000 Penalty: 3070.954590
	Iteration 3Q: 3 clusters Score -3320911 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3321281.250000 Penalty: 3070.954590
	Iteration 4Q: 3 clusters Score -3321281 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3321593.750000 Penalty: 3070.954590
	Iteration 5Q: 3 clusters Score -3321594 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3321919.000000 Penalty: 3070.954590
	Iteration 6Q: 3 clusters Score -3321919 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3322230.500000 Penalty: 3070.954590
	Iteration 7Q: 3 clusters Score -3322230 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3322547.000000 Penalty: 3070.954590
	Iteration 8Q: 3 clusters Score -3322547 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3322938.000000 Penalty: 3070.954590
	Iteration 9Q: 3 clusters Score -3322938 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3323326.250000 Penalty: 3070.954590
	Iteration 10Q: 3 clusters Score -3323326 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3323826.500000 Penalty: 3070.954590
	Iteration 11Q: 3 clusters Score -3323826 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3324496.500000 Penalty: 3070.954590
	Iteration 12Q: 3 clusters Score -3324496 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -3325330.750000 Penalty: 3070.954590
	Iteration 13Q: 3 clusters Score -3325331 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3326295.250000 Penalty: 3070.954590
	Iteration 14F: 3 clusters Score -3326295 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3327403.250000 Penalty: 3070.954590
	Iteration 15F: 3 clusters Score -3327403 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3328460.750000 Penalty: 3070.954590
	Iteration 16Q: 3 clusters Score -3328461 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3329343.000000 Penalty: 3070.954590
	Iteration 17Q: 3 clusters Score -3329343 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3330016.000000 Penalty: 3070.954590
	Iteration 18Q: 3 clusters Score -3330016 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3330412.500000 Penalty: 3070.954590
	Iteration 19Q: 3 clusters Score -3330412 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3330665.250000 Penalty: 3070.954590
	Iteration 20F: 3 clusters Score -3330665 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3330801.500000 Penalty: 3070.954590
	Iteration 21Q: 3 clusters Score -3330802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3330871.250000 Penalty: 3070.954590
	Iteration 22Q: 3 clusters Score -3330871 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3330915.250000 Penalty: 3070.954590
	Iteration 23Q: 3 clusters Score -3330915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3330939.750000 Penalty: 3070.954590
	Iteration 24Q: 3 clusters Score -3330940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3330965.250000 Penalty: 3070.954590
	Iteration 25Q: 3 clusters Score -3330965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3330983.500000 Penalty: 3070.954590
	Iteration 26Q: 3 clusters Score -3330984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3330996.500000 Penalty: 3070.954590
	Iteration 27Q: 3 clusters Score -3330996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3330996.500000 Penalty: 3070.954590
	Iteration 28Q: 3 clusters Score -3330996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3330999.000000 Penalty: 3070.954590
	Iteration 29Q: 3 clusters Score -3330999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3330997.750000 Penalty: 3070.954590
	Iteration 30Q: 3 clusters Score -3330998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3331005.250000 Penalty: 3070.954590
	Iteration 31Q: 3 clusters Score -3331005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3331009.000000 Penalty: 3070.954590
	Iteration 32Q: 3 clusters Score -3331009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3331009.000000 Penalty: 3070.954590
	Iteration 33Q: 3 clusters Score -3331009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3331016.750000 Penalty: 3070.954590
	Iteration 34Q: 3 clusters Score -3331017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3331027.750000 Penalty: 3070.954590
	Iteration 35Q: 3 clusters Score -3331028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3331025.500000 Penalty: 3070.954590
	Iteration 36Q: 3 clusters Score -3331026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3331032.750000 Penalty: 3070.954590
	Iteration 37Q: 3 clusters Score -3331033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3331040.000000 Penalty: 3070.954590
	Iteration 38Q: 3 clusters Score -3331040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3331038.750000 Penalty: 3070.954590
	Iteration 39Q: 3 clusters Score -3331039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3331043.000000 Penalty: 3070.954590
	Iteration 40F: 3 clusters Score -3331043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3331047.000000 Penalty: 3070.954590
	Iteration 41Q: 3 clusters Score -3331047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3331043.250000 Penalty: 3070.954590
	Iteration 42Q: 3 clusters Score -3331043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3331045.250000 Penalty: 3070.954590
	Iteration 43Q: 3 clusters Score -3331045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3331044.500000 Penalty: 3070.954590
	Iteration 44Q: 3 clusters Score -3331044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3331047.000000 Penalty: 3070.954590
	Iteration 45Q: 3 clusters Score -3331047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3331047.750000 Penalty: 3070.954590
	Iteration 46Q: 3 clusters Score -3331048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3331051.250000 Penalty: 3070.954590
	Iteration 47Q: 3 clusters Score -3331051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3331053.250000 Penalty: 3070.954590
	Iteration 48Q: 3 clusters Score -3331053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3331055.750000 Penalty: 3070.954590
	Iteration 49Q: 3 clusters Score -3331056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3331059.250000 Penalty: 3070.954590
	Iteration 50Q: 3 clusters Score -3331059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3331061.750000 Penalty: 3070.954590
	Iteration 51Q: 3 clusters Score -3331062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3331061.500000 Penalty: 3070.954590
	Iteration 52Q: 3 clusters Score -3331062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3331064.250000 Penalty: 3070.954590
	Iteration 53Q: 3 clusters Score -3331064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3331065.000000 Penalty: 3070.954590
	Iteration 54Q: 3 clusters Score -3331065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3331064.000000 Penalty: 3070.954590
	Iteration 55Q: 3 clusters Score -3331064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3331064.000000 Penalty: 3070.954590
	Iteration 56F: 3 clusters Score -3331064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -183275.406250 Penalty: 1091.929932
	Iteration 0F: 2 clusters Score -183275.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -181693.843750 Penalty: 2183.859863
	Iteration 0F: 3 clusters Score -181693.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -182068.187500 Penalty: 2183.859863
	Iteration 1F: 3 clusters Score -182068.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -182149.640625 Penalty: 2183.859863
	Iteration 2F: 3 clusters Score -182149.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -182193.656250 Penalty: 2183.859863
	Iteration 3Q: 3 clusters Score -182193.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -182222.484375 Penalty: 2183.859863
	Iteration 4Q: 3 clusters Score -182222.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182237.359375 Penalty: 2183.859863
	Iteration 5Q: 3 clusters Score -182237.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182253.093750 Penalty: 2183.859863
	Iteration 6Q: 3 clusters Score -182253.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182269.000000 Penalty: 2183.859863
	Iteration 7Q: 3 clusters Score -182269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182279.093750 Penalty: 2183.859863
	Iteration 8Q: 3 clusters Score -182279.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -182292.484375 Penalty: 2183.859863
	Iteration 9Q: 3 clusters Score -182292.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -182303.359375 Penalty: 2183.859863
	Iteration 10Q: 3 clusters Score -182303.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -182305.640625 Penalty: 2183.859863
	Iteration 11Q: 3 clusters Score -182305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -182308.343750 Penalty: 2183.859863
	Iteration 12Q: 3 clusters Score -182308.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -182311.015625 Penalty: 2183.859863
	Iteration 13Q: 3 clusters Score -182311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -182316.062500 Penalty: 2183.859863
	Iteration 14Q: 3 clusters Score -182316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182318.187500 Penalty: 2183.859863
	Iteration 15Q: 3 clusters Score -182318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182318.187500 Penalty: 2183.859863
	Iteration 16F: 3 clusters Score -182318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86003 members 
Entering Unmasked Estep 
Score: -9507543.000000 Penalty: 1690.686157
	Iteration 0F: 2 clusters Score -9507543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -9451509.000000 Penalty: 3381.372314
	Iteration 0F: 3 clusters Score -9451509 nChanged 40330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -9474359.000000 Penalty: 3381.372314
	Iteration 1F: 3 clusters Score -9474359 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -9475054.000000 Penalty: 3381.372314
	Iteration 2Q: 3 clusters Score -9475054 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -9475810.000000 Penalty: 3381.372314
	Iteration 3Q: 3 clusters Score -9475810 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -9476535.000000 Penalty: 3381.372314
	Iteration 4Q: 3 clusters Score -9476535 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -9477292.000000 Penalty: 3381.372314
	Iteration 5Q: 3 clusters Score -9477292 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -9478187.000000 Penalty: 3381.372314
	Iteration 6Q: 3 clusters Score -9478187 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -9479191.000000 Penalty: 3381.372314
	Iteration 7Q: 3 clusters Score -9479191 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -9480438.000000 Penalty: 3381.372314
	Iteration 8Q: 3 clusters Score -9480438 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -9482056.000000 Penalty: 3381.372314
	Iteration 9Q: 3 clusters Score -9482056 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -9483993.000000 Penalty: 3381.372314
	Iteration 10Q: 3 clusters Score -9483993 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -9486503.000000 Penalty: 3381.372314
	Iteration 11F: 3 clusters Score -9486503 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -9489590.000000 Penalty: 3381.372314
	Iteration 12F: 3 clusters Score -9489590 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -9493437.000000 Penalty: 3381.372314
	Iteration 13F: 3 clusters Score -9493437 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -9497647.000000 Penalty: 3381.372314
	Iteration 14F: 3 clusters Score -9497647 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -9501321.000000 Penalty: 3381.372314
	Iteration 15Q: 3 clusters Score -9501321 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9503943.000000 Penalty: 3381.372314
	Iteration 16Q: 3 clusters Score -9503943 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9505268.000000 Penalty: 3381.372314
	Iteration 17Q: 3 clusters Score -9505268 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9505772.000000 Penalty: 3381.372314
	Iteration 18Q: 3 clusters Score -9505772 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9505979.000000 Penalty: 3381.372314
	Iteration 19Q: 3 clusters Score -9505979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9506064.000000 Penalty: 3381.372314
	Iteration 20F: 3 clusters Score -9506064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85745 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9506114.000000 Penalty: 3381.372314
	Iteration 21Q: 3 clusters Score -9506114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9506145.000000 Penalty: 3381.372314
	Iteration 22Q: 3 clusters Score -9506145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9506165.000000 Penalty: 3381.372314
	Iteration 23Q: 3 clusters Score -9506165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9506179.000000 Penalty: 3381.372314
	Iteration 24Q: 3 clusters Score -9506179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9506184.000000 Penalty: 3381.372314
	Iteration 25Q: 3 clusters Score -9506184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9506196.000000 Penalty: 3381.372314
	Iteration 26Q: 3 clusters Score -9506196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9506200.000000 Penalty: 3381.372314
	Iteration 27Q: 3 clusters Score -9506200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9506205.000000 Penalty: 3381.372314
	Iteration 28Q: 3 clusters Score -9506205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9506210.000000 Penalty: 3381.372314
	Iteration 29Q: 3 clusters Score -9506210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9506216.000000 Penalty: 3381.372314
	Iteration 30Q: 3 clusters Score -9506216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9506216.000000 Penalty: 3381.372314
	Iteration 31F: 3 clusters Score -9506216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Entering Unmasked Estep 
Score: -4231689.500000 Penalty: 1569.056763
	Iteration 0F: 2 clusters Score -4231690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4206975.500000 Penalty: 3138.113525
	Iteration 0F: 3 clusters Score -4206976 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4216331.500000 Penalty: 3138.113525
	Iteration 1F: 3 clusters Score -4216332 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4217067.500000 Penalty: 3138.113525
	Iteration 2Q: 3 clusters Score -4217068 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4217825.500000 Penalty: 3138.113525
	Iteration 3F: 3 clusters Score -4217826 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4218775.500000 Penalty: 3138.113525
	Iteration 4F: 3 clusters Score -4218776 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -4219995.500000 Penalty: 3138.113525
	Iteration 5F: 3 clusters Score -4219996 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4221376.000000 Penalty: 3138.113525
	Iteration 6F: 3 clusters Score -4221376 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -4222937.500000 Penalty: 3138.113525
	Iteration 7F: 3 clusters Score -4222938 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -4224507.500000 Penalty: 3138.113525
	Iteration 8F: 3 clusters Score -4224508 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -4226072.000000 Penalty: 3138.113525
	Iteration 9F: 3 clusters Score -4226072 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4227423.500000 Penalty: 3138.113525
	Iteration 10Q: 3 clusters Score -4227424 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4228502.000000 Penalty: 3138.113525
	Iteration 11Q: 3 clusters Score -4228502 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4229226.500000 Penalty: 3138.113525
	Iteration 12Q: 3 clusters Score -4229226 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4229687.000000 Penalty: 3138.113525
	Iteration 13Q: 3 clusters Score -4229687 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4229984.000000 Penalty: 3138.113525
	Iteration 14Q: 3 clusters Score -4229984 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4230145.500000 Penalty: 3138.113525
	Iteration 15Q: 3 clusters Score -4230146 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4230262.500000 Penalty: 3138.113525
	Iteration 16Q: 3 clusters Score -4230262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4230319.500000 Penalty: 3138.113525
	Iteration 17Q: 3 clusters Score -4230320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4230369.000000 Penalty: 3138.113525
	Iteration 18Q: 3 clusters Score -4230369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4230396.000000 Penalty: 3138.113525
	Iteration 19Q: 3 clusters Score -4230396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4230418.000000 Penalty: 3138.113525
	Iteration 20F: 3 clusters Score -4230418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4230428.500000 Penalty: 3138.113525
	Iteration 21Q: 3 clusters Score -4230428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4230435.500000 Penalty: 3138.113525
	Iteration 22Q: 3 clusters Score -4230436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4230442.500000 Penalty: 3138.113525
	Iteration 23Q: 3 clusters Score -4230442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4230454.500000 Penalty: 3138.113525
	Iteration 24Q: 3 clusters Score -4230454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4230458.500000 Penalty: 3138.113525
	Iteration 25Q: 3 clusters Score -4230458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4230455.000000 Penalty: 3138.113525
	Iteration 26Q: 3 clusters Score -4230455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4230460.000000 Penalty: 3138.113525
	Iteration 27Q: 3 clusters Score -4230460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4230460.000000 Penalty: 3138.113525
	Iteration 28F: 3 clusters Score -4230460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -195994.640625 Penalty: 1116.571533
	Iteration 0F: 2 clusters Score -195994.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -194256.468750 Penalty: 2233.143066
	Iteration 0F: 3 clusters Score -194256.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -194684.687500 Penalty: 2233.143066
	Iteration 1F: 3 clusters Score -194684.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -194791.453125 Penalty: 2233.143066
	Iteration 2F: 3 clusters Score -194791.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -194836.359375 Penalty: 2233.143066
	Iteration 3Q: 3 clusters Score -194836.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -194867.250000 Penalty: 2233.143066
	Iteration 4Q: 3 clusters Score -194867.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -194882.421875 Penalty: 2233.143066
	Iteration 5Q: 3 clusters Score -194882.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -194897.656250 Penalty: 2233.143066
	Iteration 6Q: 3 clusters Score -194897.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -194907.843750 Penalty: 2233.143066
	Iteration 7Q: 3 clusters Score -194907.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -194919.937500 Penalty: 2233.143066
	Iteration 8Q: 3 clusters Score -194919.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -194928.625000 Penalty: 2233.143066
	Iteration 9Q: 3 clusters Score -194928.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -194939.250000 Penalty: 2233.143066
	Iteration 10Q: 3 clusters Score -194939.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194948.562500 Penalty: 2233.143066
	Iteration 11Q: 3 clusters Score -194948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -194953.453125 Penalty: 2233.143066
	Iteration 12Q: 3 clusters Score -194953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -194954.390625 Penalty: 2233.143066
	Iteration 13Q: 3 clusters Score -194954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -194955.671875 Penalty: 2233.143066
	Iteration 14Q: 3 clusters Score -194955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -194957.671875 Penalty: 2233.143066
	Iteration 15Q: 3 clusters Score -194957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -194960.203125 Penalty: 2233.143066
	Iteration 16Q: 3 clusters Score -194960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -194961.859375 Penalty: 2233.143066
	Iteration 17Q: 3 clusters Score -194961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -194963.828125 Penalty: 2233.143066
	Iteration 18Q: 3 clusters Score -194963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -194967.171875 Penalty: 2233.143066
	Iteration 19Q: 3 clusters Score -194967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194967.890625 Penalty: 2233.143066
	Iteration 20F: 3 clusters Score -194967.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -194968.703125 Penalty: 2233.143066
	Iteration 21Q: 3 clusters Score -194968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194969.093750 Penalty: 2233.143066
	Iteration 22Q: 3 clusters Score -194969.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194969.093750 Penalty: 2233.143066
	Iteration 23F: 3 clusters Score -194969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Entering Unmasked Estep 
Score: -5749290.000000 Penalty: 1618.107788
	Iteration 0F: 2 clusters Score -5749290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -5714726.500000 Penalty: 3236.215576
	Iteration 0F: 3 clusters Score -5714726 nChanged 24617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -5728450.500000 Penalty: 3236.215576
	Iteration 1F: 3 clusters Score -5728450 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -5729034.500000 Penalty: 3236.215576
	Iteration 2Q: 3 clusters Score -5729034 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -5729661.000000 Penalty: 3236.215576
	Iteration 3Q: 3 clusters Score -5729661 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -5730473.000000 Penalty: 3236.215576
	Iteration 4Q: 3 clusters Score -5730473 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -5731447.000000 Penalty: 3236.215576
	Iteration 5Q: 3 clusters Score -5731447 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -5732748.500000 Penalty: 3236.215576
	Iteration 6F: 3 clusters Score -5732748 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5734422.500000 Penalty: 3236.215576
	Iteration 7F: 3 clusters Score -5734422 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -5736421.000000 Penalty: 3236.215576
	Iteration 8F: 3 clusters Score -5736421 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -5738455.000000 Penalty: 3236.215576
	Iteration 9F: 3 clusters Score -5738455 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -5740220.000000 Penalty: 3236.215576
	Iteration 10F: 3 clusters Score -5740220 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -5741754.500000 Penalty: 3236.215576
	Iteration 11F: 3 clusters Score -5741754 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5742932.500000 Penalty: 3236.215576
	Iteration 12Q: 3 clusters Score -5742932 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -5743933.500000 Penalty: 3236.215576
	Iteration 13Q: 3 clusters Score -5743934 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -5744754.000000 Penalty: 3236.215576
	Iteration 14Q: 3 clusters Score -5744754 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -5745594.000000 Penalty: 3236.215576
	Iteration 15Q: 3 clusters Score -5745594 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -5746243.500000 Penalty: 3236.215576
	Iteration 16Q: 3 clusters Score -5746244 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -5746756.000000 Penalty: 3236.215576
	Iteration 17Q: 3 clusters Score -5746756 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -5747151.000000 Penalty: 3236.215576
	Iteration 18Q: 3 clusters Score -5747151 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -5747415.500000 Penalty: 3236.215576
	Iteration 19Q: 3 clusters Score -5747416 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -5747646.500000 Penalty: 3236.215576
	Iteration 20F: 3 clusters Score -5747646 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -5747767.500000 Penalty: 3236.215576
	Iteration 21Q: 3 clusters Score -5747768 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -5747897.000000 Penalty: 3236.215576
	Iteration 22Q: 3 clusters Score -5747897 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -5747997.000000 Penalty: 3236.215576
	Iteration 23Q: 3 clusters Score -5747997 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -5748052.000000 Penalty: 3236.215576
	Iteration 24Q: 3 clusters Score -5748052 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -5748108.500000 Penalty: 3236.215576
	Iteration 25Q: 3 clusters Score -5748108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -5748140.000000 Penalty: 3236.215576
	Iteration 26Q: 3 clusters Score -5748140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -5748167.000000 Penalty: 3236.215576
	Iteration 27Q: 3 clusters Score -5748167 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -5748192.500000 Penalty: 3236.215576
	Iteration 28Q: 3 clusters Score -5748192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -5748215.000000 Penalty: 3236.215576
	Iteration 29Q: 3 clusters Score -5748215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -5748232.500000 Penalty: 3236.215576
	Iteration 30Q: 3 clusters Score -5748232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -5748221.500000 Penalty: 3236.215576
	Iteration 31Q: 3 clusters Score -5748222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -5748239.500000 Penalty: 3236.215576
	Iteration 32Q: 3 clusters Score -5748240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -5748254.500000 Penalty: 3236.215576
	Iteration 33Q: 3 clusters Score -5748254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -5748260.500000 Penalty: 3236.215576
	Iteration 34Q: 3 clusters Score -5748260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -5748263.500000 Penalty: 3236.215576
	Iteration 35Q: 3 clusters Score -5748264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -5748265.000000 Penalty: 3236.215576
	Iteration 36Q: 3 clusters Score -5748265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -5748266.500000 Penalty: 3236.215576
	Iteration 37Q: 3 clusters Score -5748266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -5748274.500000 Penalty: 3236.215576
	Iteration 38Q: 3 clusters Score -5748274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -5748283.500000 Penalty: 3236.215576
	Iteration 39Q: 3 clusters Score -5748284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -5748285.000000 Penalty: 3236.215576
	Iteration 40F: 3 clusters Score -5748285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -5748289.000000 Penalty: 3236.215576
	Iteration 41Q: 3 clusters Score -5748289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -5748300.500000 Penalty: 3236.215576
	Iteration 42Q: 3 clusters Score -5748300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -5748301.000000 Penalty: 3236.215576
	Iteration 43Q: 3 clusters Score -5748301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -5748300.500000 Penalty: 3236.215576
	Iteration 44Q: 3 clusters Score -5748300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -5748304.500000 Penalty: 3236.215576
	Iteration 45Q: 3 clusters Score -5748304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -5748303.500000 Penalty: 3236.215576
	Iteration 46Q: 3 clusters Score -5748304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -5748307.000000 Penalty: 3236.215576
	Iteration 47Q: 3 clusters Score -5748307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -5748310.000000 Penalty: 3236.215576
	Iteration 48Q: 3 clusters Score -5748310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -5748309.500000 Penalty: 3236.215576
	Iteration 49Q: 3 clusters Score -5748310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -5748311.500000 Penalty: 3236.215576
	Iteration 50Q: 3 clusters Score -5748312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -5748314.500000 Penalty: 3236.215576
	Iteration 51Q: 3 clusters Score -5748314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -5748308.000000 Penalty: 3236.215576
	Iteration 52Q: 3 clusters Score -5748308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -5748311.500000 Penalty: 3236.215576
	Iteration 53Q: 3 clusters Score -5748312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -5748311.500000 Penalty: 3236.215576
	Iteration 54F: 3 clusters Score -5748312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -155692.718750 Penalty: 1069.523438
	Iteration 0F: 2 clusters Score -155692.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -154199.703125 Penalty: 2139.046875
	Iteration 0F: 3 clusters Score -154199.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -154545.984375 Penalty: 2139.046875
	Iteration 1F: 3 clusters Score -154546 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154617.968750 Penalty: 2139.046875
	Iteration 2F: 3 clusters Score -154618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -154658.218750 Penalty: 2139.046875
	Iteration 3Q: 3 clusters Score -154658.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -154679.156250 Penalty: 2139.046875
	Iteration 4Q: 3 clusters Score -154679.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -154690.125000 Penalty: 2139.046875
	Iteration 5Q: 3 clusters Score -154690.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -154696.531250 Penalty: 2139.046875
	Iteration 6Q: 3 clusters Score -154696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154701.593750 Penalty: 2139.046875
	Iteration 7Q: 3 clusters Score -154701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154702.828125 Penalty: 2139.046875
	Iteration 8Q: 3 clusters Score -154702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154702.828125 Penalty: 2139.046875
	Iteration 9F: 3 clusters Score -154702.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Entering Unmasked Estep 
Score: -1759198.875000 Penalty: 1443.482056
	Iteration 0F: 2 clusters Score -1759199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1748518.500000 Penalty: 2886.964111
	Iteration 0F: 3 clusters Score -1748518 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1752529.125000 Penalty: 2886.964111
	Iteration 1F: 3 clusters Score -1752529 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1753183.875000 Penalty: 2886.964111
	Iteration 2F: 3 clusters Score -1753184 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1753792.000000 Penalty: 2886.964111
	Iteration 3F: 3 clusters Score -1753792 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1754320.750000 Penalty: 2886.964111
	Iteration 4F: 3 clusters Score -1754321 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1754779.375000 Penalty: 2886.964111
	Iteration 5F: 3 clusters Score -1754779 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1755168.500000 Penalty: 2886.964111
	Iteration 6Q: 3 clusters Score -1755168 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1755473.250000 Penalty: 2886.964111
	Iteration 7Q: 3 clusters Score -1755473 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1755714.375000 Penalty: 2886.964111
	Iteration 8Q: 3 clusters Score -1755714 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1755907.250000 Penalty: 2886.964111
	Iteration 9Q: 3 clusters Score -1755907 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1756086.625000 Penalty: 2886.964111
	Iteration 10Q: 3 clusters Score -1756087 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1756257.500000 Penalty: 2886.964111
	Iteration 11Q: 3 clusters Score -1756258 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1756425.750000 Penalty: 2886.964111
	Iteration 12Q: 3 clusters Score -1756426 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1756594.125000 Penalty: 2886.964111
	Iteration 13Q: 3 clusters Score -1756594 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1756752.375000 Penalty: 2886.964111
	Iteration 14Q: 3 clusters Score -1756752 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1756890.750000 Penalty: 2886.964111
	Iteration 15Q: 3 clusters Score -1756891 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1757013.625000 Penalty: 2886.964111
	Iteration 16Q: 3 clusters Score -1757014 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1757112.250000 Penalty: 2886.964111
	Iteration 17Q: 3 clusters Score -1757112 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1757205.625000 Penalty: 2886.964111
	Iteration 18Q: 3 clusters Score -1757206 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1757306.625000 Penalty: 2886.964111
	Iteration 19Q: 3 clusters Score -1757307 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1757408.875000 Penalty: 2886.964111
	Iteration 20F: 3 clusters Score -1757409 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1757492.000000 Penalty: 2886.964111
	Iteration 21Q: 3 clusters Score -1757492 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1757586.750000 Penalty: 2886.964111
	Iteration 22Q: 3 clusters Score -1757587 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1757657.000000 Penalty: 2886.964111
	Iteration 23Q: 3 clusters Score -1757657 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1757726.750000 Penalty: 2886.964111
	Iteration 24Q: 3 clusters Score -1757727 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1757804.875000 Penalty: 2886.964111
	Iteration 25Q: 3 clusters Score -1757805 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1757894.875000 Penalty: 2886.964111
	Iteration 26Q: 3 clusters Score -1757895 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1757973.375000 Penalty: 2886.964111
	Iteration 27Q: 3 clusters Score -1757973 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1758066.625000 Penalty: 2886.964111
	Iteration 28Q: 3 clusters Score -1758067 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1758138.250000 Penalty: 2886.964111
	Iteration 29Q: 3 clusters Score -1758138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1758208.250000 Penalty: 2886.964111
	Iteration 30Q: 3 clusters Score -1758208 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1758258.875000 Penalty: 2886.964111
	Iteration 31Q: 3 clusters Score -1758259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1758297.500000 Penalty: 2886.964111
	Iteration 32Q: 3 clusters Score -1758298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1758345.875000 Penalty: 2886.964111
	Iteration 33Q: 3 clusters Score -1758346 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1758383.500000 Penalty: 2886.964111
	Iteration 34Q: 3 clusters Score -1758384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1758424.000000 Penalty: 2886.964111
	Iteration 35Q: 3 clusters Score -1758424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1758457.625000 Penalty: 2886.964111
	Iteration 36Q: 3 clusters Score -1758458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1758493.125000 Penalty: 2886.964111
	Iteration 37Q: 3 clusters Score -1758493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1758512.000000 Penalty: 2886.964111
	Iteration 38Q: 3 clusters Score -1758512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1758530.250000 Penalty: 2886.964111
	Iteration 39Q: 3 clusters Score -1758530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1758551.750000 Penalty: 2886.964111
	Iteration 40F: 3 clusters Score -1758552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1758566.375000 Penalty: 2886.964111
	Iteration 41Q: 3 clusters Score -1758566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1758583.500000 Penalty: 2886.964111
	Iteration 42Q: 3 clusters Score -1758584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1758597.750000 Penalty: 2886.964111
	Iteration 43Q: 3 clusters Score -1758598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1758606.000000 Penalty: 2886.964111
	Iteration 44Q: 3 clusters Score -1758606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1758620.750000 Penalty: 2886.964111
	Iteration 45Q: 3 clusters Score -1758621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1758623.375000 Penalty: 2886.964111
	Iteration 46Q: 3 clusters Score -1758623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1758631.125000 Penalty: 2886.964111
	Iteration 47Q: 3 clusters Score -1758631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1758631.125000 Penalty: 2886.964111
	Iteration 48Q: 3 clusters Score -1758631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1758634.125000 Penalty: 2886.964111
	Iteration 49Q: 3 clusters Score -1758634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1758635.125000 Penalty: 2886.964111
	Iteration 50Q: 3 clusters Score -1758635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1758636.375000 Penalty: 2886.964111
	Iteration 51Q: 3 clusters Score -1758636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1758637.375000 Penalty: 2886.964111
	Iteration 52Q: 3 clusters Score -1758637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1758640.000000 Penalty: 2886.964111
	Iteration 53Q: 3 clusters Score -1758640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1758642.250000 Penalty: 2886.964111
	Iteration 54Q: 3 clusters Score -1758642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1758641.750000 Penalty: 2886.964111
	Iteration 55Q: 3 clusters Score -1758642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1758642.750000 Penalty: 2886.964111
	Iteration 56Q: 3 clusters Score -1758643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1758642.750000 Penalty: 2886.964111
	Iteration 57F: 3 clusters Score -1758643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -123565.570312 Penalty: 1061.553223
	Iteration 0F: 2 clusters Score -123565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122170.695312 Penalty: 2123.106445
	Iteration 0F: 3 clusters Score -122170.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122532.093750 Penalty: 2123.106445
	Iteration 1F: 3 clusters Score -122532.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122621.710938 Penalty: 2123.106445
	Iteration 2F: 3 clusters Score -122621.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122695.171875 Penalty: 2123.106445
	Iteration 3Q: 3 clusters Score -122695.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122746.671875 Penalty: 2123.106445
	Iteration 4Q: 3 clusters Score -122746.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122788.656250 Penalty: 2123.106445
	Iteration 5Q: 3 clusters Score -122788.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122828.437500 Penalty: 2123.106445
	Iteration 6Q: 3 clusters Score -122828.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122873.585938 Penalty: 2123.106445
	Iteration 7Q: 3 clusters Score -122873.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -122914.648438 Penalty: 2123.106445
	Iteration 8Q: 3 clusters Score -122914.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -122944.304688 Penalty: 2123.106445
	Iteration 9Q: 3 clusters Score -122944.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -122970.601562 Penalty: 2123.106445
	Iteration 10Q: 3 clusters Score -122970.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -122988.117188 Penalty: 2123.106445
	Iteration 11Q: 3 clusters Score -122988.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -123000.031250 Penalty: 2123.106445
	Iteration 12Q: 3 clusters Score -123000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123014.820312 Penalty: 2123.106445
	Iteration 13Q: 3 clusters Score -123014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -123022.226562 Penalty: 2123.106445
	Iteration 14Q: 3 clusters Score -123022.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123023.601562 Penalty: 2123.106445
	Iteration 15Q: 3 clusters Score -123023.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123024.109375 Penalty: 2123.106445
	Iteration 16Q: 3 clusters Score -123024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -123024.109375 Penalty: 2123.106445
	Iteration 17F: 3 clusters Score -123024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (95314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95314 members 
Entering Unmasked Estep 
Score: -10560775.000000 Penalty: 1705.981934
	Iteration 0F: 2 clusters Score -1.056078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -10497914.000000 Penalty: 3411.963867
	Iteration 0F: 3 clusters Score -1.049791e+07 nChanged 45260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -10524276.000000 Penalty: 3411.963867
	Iteration 1F: 3 clusters Score -1.052428e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -10525415.000000 Penalty: 3411.963867
	Iteration 2Q: 3 clusters Score -1.052542e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -10526993.000000 Penalty: 3411.963867
	Iteration 3Q: 3 clusters Score -1.052699e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -10529605.000000 Penalty: 3411.963867
	Iteration 4F: 3 clusters Score -1.05296e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -10533403.000000 Penalty: 3411.963867
	Iteration 5F: 3 clusters Score -1.05334e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -10538420.000000 Penalty: 3411.963867
	Iteration 6F: 3 clusters Score -1.053842e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -10543946.000000 Penalty: 3411.963867
	Iteration 7F: 3 clusters Score -1.054395e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -10548854.000000 Penalty: 3411.963867
	Iteration 8F: 3 clusters Score -1.054885e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -10552740.000000 Penalty: 3411.963867
	Iteration 9F: 3 clusters Score -1.055274e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -10555477.000000 Penalty: 3411.963867
	Iteration 10Q: 3 clusters Score -1.055548e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -10557203.000000 Penalty: 3411.963867
	Iteration 11Q: 3 clusters Score -1.05572e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -10558161.000000 Penalty: 3411.963867
	Iteration 12Q: 3 clusters Score -1.055816e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -10558664.000000 Penalty: 3411.963867
	Iteration 13Q: 3 clusters Score -1.055866e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -10558986.000000 Penalty: 3411.963867
	Iteration 14Q: 3 clusters Score -1.055899e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -10559149.000000 Penalty: 3411.963867
	Iteration 15Q: 3 clusters Score -1.055915e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 94778 members 
Entering Unmasked Estep 
Score: -10559251.000000 Penalty: 3411.963867
	Iteration 16Q: 3 clusters Score -1.055925e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -10559305.000000 Penalty: 3411.963867
	Iteration 17Q: 3 clusters Score -1.05593e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -10559347.000000 Penalty: 3411.963867
	Iteration 18Q: 3 clusters Score -1.055935e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -10559379.000000 Penalty: 3411.963867
	Iteration 19Q: 3 clusters Score -1.055938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 94890 members 
Entering Unmasked Estep 
Score: -10559404.000000 Penalty: 3411.963867
	Iteration 20F: 3 clusters Score -1.05594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -10559418.000000 Penalty: 3411.963867
	Iteration 21Q: 3 clusters Score -1.055942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -10559432.000000 Penalty: 3411.963867
	Iteration 22Q: 3 clusters Score -1.055943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -10559433.000000 Penalty: 3411.963867
	Iteration 23Q: 3 clusters Score -1.055943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -10559440.000000 Penalty: 3411.963867
	Iteration 24Q: 3 clusters Score -1.055944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -10559441.000000 Penalty: 3411.963867
	Iteration 25Q: 3 clusters Score -1.055944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -10559453.000000 Penalty: 3411.963867
	Iteration 26Q: 3 clusters Score -1.055945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
Score: -10559467.000000 Penalty: 3411.963867
	Iteration 27Q: 3 clusters Score -1.055947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -10559481.000000 Penalty: 3411.963867
	Iteration 28Q: 3 clusters Score -1.055948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -10559489.000000 Penalty: 3411.963867
	Iteration 29Q: 3 clusters Score -1.055949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -10559494.000000 Penalty: 3411.963867
	Iteration 30Q: 3 clusters Score -1.055949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -10559500.000000 Penalty: 3411.963867
	Iteration 31Q: 3 clusters Score -1.05595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -10559500.000000 Penalty: 3411.963867
	Iteration 32F: 3 clusters Score -1.05595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Entering Unmasked Estep 
Score: -4496867.500000 Penalty: 1579.828003
	Iteration 0F: 2 clusters Score -4496868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4470305.000000 Penalty: 3159.656006
	Iteration 0F: 3 clusters Score -4470305 nChanged 18771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4480579.500000 Penalty: 3159.656006
	Iteration 1F: 3 clusters Score -4480580 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4481047.000000 Penalty: 3159.656006
	Iteration 2Q: 3 clusters Score -4481047 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -4481494.000000 Penalty: 3159.656006
	Iteration 3Q: 3 clusters Score -4481494 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4481950.500000 Penalty: 3159.656006
	Iteration 4Q: 3 clusters Score -4481950 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4482375.000000 Penalty: 3159.656006
	Iteration 5Q: 3 clusters Score -4482375 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -4482855.500000 Penalty: 3159.656006
	Iteration 6Q: 3 clusters Score -4482856 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4483375.000000 Penalty: 3159.656006
	Iteration 7Q: 3 clusters Score -4483375 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -4483791.500000 Penalty: 3159.656006
	Iteration 8Q: 3 clusters Score -4483792 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -4484229.000000 Penalty: 3159.656006
	Iteration 9Q: 3 clusters Score -4484229 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -4484723.000000 Penalty: 3159.656006
	Iteration 10Q: 3 clusters Score -4484723 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -4485221.000000 Penalty: 3159.656006
	Iteration 11Q: 3 clusters Score -4485221 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4485840.500000 Penalty: 3159.656006
	Iteration 12Q: 3 clusters Score -4485840 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -4486633.000000 Penalty: 3159.656006
	Iteration 13Q: 3 clusters Score -4486633 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4487664.000000 Penalty: 3159.656006
	Iteration 14Q: 3 clusters Score -4487664 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -4488983.500000 Penalty: 3159.656006
	Iteration 15F: 3 clusters Score -4488984 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4490496.500000 Penalty: 3159.656006
	Iteration 16F: 3 clusters Score -4490496 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4492123.500000 Penalty: 3159.656006
	Iteration 17Q: 3 clusters Score -4492124 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -4493536.000000 Penalty: 3159.656006
	Iteration 18Q: 3 clusters Score -4493536 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -4494460.500000 Penalty: 3159.656006
	Iteration 19Q: 3 clusters Score -4494460 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -4494996.500000 Penalty: 3159.656006
	Iteration 20F: 3 clusters Score -4494996 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -4495291.500000 Penalty: 3159.656006
	Iteration 21Q: 3 clusters Score -4495292 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -4495436.000000 Penalty: 3159.656006
	Iteration 22Q: 3 clusters Score -4495436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -4495506.000000 Penalty: 3159.656006
	Iteration 23Q: 3 clusters Score -4495506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -4495533.000000 Penalty: 3159.656006
	Iteration 24Q: 3 clusters Score -4495533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -4495549.000000 Penalty: 3159.656006
	Iteration 25Q: 3 clusters Score -4495549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -4495565.000000 Penalty: 3159.656006
	Iteration 26Q: 3 clusters Score -4495565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -4495575.000000 Penalty: 3159.656006
	Iteration 27Q: 3 clusters Score -4495575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -4495584.000000 Penalty: 3159.656006
	Iteration 28Q: 3 clusters Score -4495584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -4495587.500000 Penalty: 3159.656006
	Iteration 29Q: 3 clusters Score -4495588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4495601.500000 Penalty: 3159.656006
	Iteration 30Q: 3 clusters Score -4495602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4495603.000000 Penalty: 3159.656006
	Iteration 31Q: 3 clusters Score -4495603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4495606.500000 Penalty: 3159.656006
	Iteration 32Q: 3 clusters Score -4495606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -4495611.500000 Penalty: 3159.656006
	Iteration 33Q: 3 clusters Score -4495612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -4495611.500000 Penalty: 3159.656006
	Iteration 34F: 3 clusters Score -4495612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Entering Unmasked Estep 
Score: -1683683.625000 Penalty: 1431.139160
	Iteration 0F: 2 clusters Score -1683684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1673651.125000 Penalty: 2862.278320
	Iteration 0F: 3 clusters Score -1673651 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1677210.125000 Penalty: 2862.278320
	Iteration 1F: 3 clusters Score -1677210 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1677547.125000 Penalty: 2862.278320
	Iteration 2F: 3 clusters Score -1677547 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1677863.625000 Penalty: 2862.278320
	Iteration 3Q: 3 clusters Score -1677864 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1678194.625000 Penalty: 2862.278320
	Iteration 4Q: 3 clusters Score -1678195 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1678541.750000 Penalty: 2862.278320
	Iteration 5Q: 3 clusters Score -1678542 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1678916.500000 Penalty: 2862.278320
	Iteration 6Q: 3 clusters Score -1678916 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1679330.875000 Penalty: 2862.278320
	Iteration 7Q: 3 clusters Score -1679331 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1679753.750000 Penalty: 2862.278320
	Iteration 8Q: 3 clusters Score -1679754 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1680163.250000 Penalty: 2862.278320
	Iteration 9Q: 3 clusters Score -1680163 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1680565.500000 Penalty: 2862.278320
	Iteration 10Q: 3 clusters Score -1680566 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1680936.000000 Penalty: 2862.278320
	Iteration 11Q: 3 clusters Score -1680936 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1681238.125000 Penalty: 2862.278320
	Iteration 12Q: 3 clusters Score -1681238 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1681499.500000 Penalty: 2862.278320
	Iteration 13Q: 3 clusters Score -1681500 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1681763.125000 Penalty: 2862.278320
	Iteration 14Q: 3 clusters Score -1681763 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1681967.500000 Penalty: 2862.278320
	Iteration 15Q: 3 clusters Score -1681968 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1682090.500000 Penalty: 2862.278320
	Iteration 16Q: 3 clusters Score -1682090 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1682190.625000 Penalty: 2862.278320
	Iteration 17Q: 3 clusters Score -1682191 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1682279.625000 Penalty: 2862.278320
	Iteration 18Q: 3 clusters Score -1682280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1682358.750000 Penalty: 2862.278320
	Iteration 19Q: 3 clusters Score -1682359 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1682413.375000 Penalty: 2862.278320
	Iteration 20F: 3 clusters Score -1682413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1682455.000000 Penalty: 2862.278320
	Iteration 21Q: 3 clusters Score -1682455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1682484.375000 Penalty: 2862.278320
	Iteration 22Q: 3 clusters Score -1682484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1682505.500000 Penalty: 2862.278320
	Iteration 23Q: 3 clusters Score -1682506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1682524.625000 Penalty: 2862.278320
	Iteration 24Q: 3 clusters Score -1682525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1682535.625000 Penalty: 2862.278320
	Iteration 25Q: 3 clusters Score -1682536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1682544.750000 Penalty: 2862.278320
	Iteration 26Q: 3 clusters Score -1682545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1682552.125000 Penalty: 2862.278320
	Iteration 27Q: 3 clusters Score -1682552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1682564.000000 Penalty: 2862.278320
	Iteration 28Q: 3 clusters Score -1682564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1682574.500000 Penalty: 2862.278320
	Iteration 29Q: 3 clusters Score -1682574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1682581.000000 Penalty: 2862.278320
	Iteration 30Q: 3 clusters Score -1682581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1682584.125000 Penalty: 2862.278320
	Iteration 31Q: 3 clusters Score -1682584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1682582.750000 Penalty: 2862.278320
	Iteration 32Q: 3 clusters Score -1682583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1682584.375000 Penalty: 2862.278320
	Iteration 33Q: 3 clusters Score -1682584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1682585.625000 Penalty: 2862.278320
	Iteration 34Q: 3 clusters Score -1682586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1682585.875000 Penalty: 2862.278320
	Iteration 35Q: 3 clusters Score -1682586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1682587.375000 Penalty: 2862.278320
	Iteration 36Q: 3 clusters Score -1682587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1682589.125000 Penalty: 2862.278320
	Iteration 37Q: 3 clusters Score -1682589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1682588.125000 Penalty: 2862.278320
	Iteration 38Q: 3 clusters Score -1682588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1682589.125000 Penalty: 2862.278320
	Iteration 39Q: 3 clusters Score -1682589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1682591.625000 Penalty: 2862.278320
	Iteration 40F: 3 clusters Score -1682592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1682592.000000 Penalty: 2862.278320
	Iteration 41Q: 3 clusters Score -1682592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1682593.375000 Penalty: 2862.278320
	Iteration 42Q: 3 clusters Score -1682593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1682592.000000 Penalty: 2862.278320
	Iteration 43Q: 3 clusters Score -1682592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1682595.625000 Penalty: 2862.278320
	Iteration 44Q: 3 clusters Score -1682596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1682594.375000 Penalty: 2862.278320
	Iteration 45Q: 3 clusters Score -1682594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1682597.875000 Penalty: 2862.278320
	Iteration 46Q: 3 clusters Score -1682598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1682603.375000 Penalty: 2862.278320
	Iteration 47Q: 3 clusters Score -1682603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1682606.375000 Penalty: 2862.278320
	Iteration 48Q: 3 clusters Score -1682606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1682611.375000 Penalty: 2862.278320
	Iteration 49Q: 3 clusters Score -1682611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1682621.250000 Penalty: 2862.278320
	Iteration 50Q: 3 clusters Score -1682621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1682626.875000 Penalty: 2862.278320
	Iteration 51Q: 3 clusters Score -1682627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1682626.125000 Penalty: 2862.278320
	Iteration 52Q: 3 clusters Score -1682626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1682626.125000 Penalty: 2862.278320
	Iteration 53F: 3 clusters Score -1682626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Entering Unmasked Estep 
Score: -1483563.875000 Penalty: 1418.068359
	Iteration 0F: 2 clusters Score -1483564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1474494.250000 Penalty: 2836.136719
	Iteration 0F: 3 clusters Score -1474494 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1477596.375000 Penalty: 2836.136719
	Iteration 1F: 3 clusters Score -1477596 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1477949.750000 Penalty: 2836.136719
	Iteration 2F: 3 clusters Score -1477950 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1478209.875000 Penalty: 2836.136719
	Iteration 3Q: 3 clusters Score -1478210 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1478442.875000 Penalty: 2836.136719
	Iteration 4Q: 3 clusters Score -1478443 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1478669.875000 Penalty: 2836.136719
	Iteration 5Q: 3 clusters Score -1478670 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1478903.250000 Penalty: 2836.136719
	Iteration 6Q: 3 clusters Score -1478903 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1479135.875000 Penalty: 2836.136719
	Iteration 7Q: 3 clusters Score -1479136 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1479370.000000 Penalty: 2836.136719
	Iteration 8Q: 3 clusters Score -1479370 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1479576.500000 Penalty: 2836.136719
	Iteration 9Q: 3 clusters Score -1479576 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1479791.375000 Penalty: 2836.136719
	Iteration 10Q: 3 clusters Score -1479791 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1480024.000000 Penalty: 2836.136719
	Iteration 11Q: 3 clusters Score -1480024 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1480250.125000 Penalty: 2836.136719
	Iteration 12Q: 3 clusters Score -1480250 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1480482.500000 Penalty: 2836.136719
	Iteration 13Q: 3 clusters Score -1480482 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1480710.750000 Penalty: 2836.136719
	Iteration 14Q: 3 clusters Score -1480711 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1480946.000000 Penalty: 2836.136719
	Iteration 15Q: 3 clusters Score -1480946 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1481133.250000 Penalty: 2836.136719
	Iteration 16Q: 3 clusters Score -1481133 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1481307.625000 Penalty: 2836.136719
	Iteration 17Q: 3 clusters Score -1481308 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1481462.000000 Penalty: 2836.136719
	Iteration 18Q: 3 clusters Score -1481462 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1481576.750000 Penalty: 2836.136719
	Iteration 19Q: 3 clusters Score -1481577 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1481697.250000 Penalty: 2836.136719
	Iteration 20F: 3 clusters Score -1481697 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1481793.875000 Penalty: 2836.136719
	Iteration 21Q: 3 clusters Score -1481794 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1481889.875000 Penalty: 2836.136719
	Iteration 22Q: 3 clusters Score -1481890 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1481986.000000 Penalty: 2836.136719
	Iteration 23Q: 3 clusters Score -1481986 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1482080.125000 Penalty: 2836.136719
	Iteration 24Q: 3 clusters Score -1482080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1482155.500000 Penalty: 2836.136719
	Iteration 25Q: 3 clusters Score -1482156 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1482223.500000 Penalty: 2836.136719
	Iteration 26Q: 3 clusters Score -1482224 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1482284.500000 Penalty: 2836.136719
	Iteration 27Q: 3 clusters Score -1482284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1482340.250000 Penalty: 2836.136719
	Iteration 28Q: 3 clusters Score -1482340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1482385.500000 Penalty: 2836.136719
	Iteration 29Q: 3 clusters Score -1482386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1482433.750000 Penalty: 2836.136719
	Iteration 30Q: 3 clusters Score -1482434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1482486.625000 Penalty: 2836.136719
	Iteration 31Q: 3 clusters Score -1482487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1482537.250000 Penalty: 2836.136719
	Iteration 32Q: 3 clusters Score -1482537 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1482572.125000 Penalty: 2836.136719
	Iteration 33Q: 3 clusters Score -1482572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1482603.375000 Penalty: 2836.136719
	Iteration 34Q: 3 clusters Score -1482603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1482616.875000 Penalty: 2836.136719
	Iteration 35Q: 3 clusters Score -1482617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1482634.250000 Penalty: 2836.136719
	Iteration 36Q: 3 clusters Score -1482634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1482640.250000 Penalty: 2836.136719
	Iteration 37Q: 3 clusters Score -1482640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1482648.500000 Penalty: 2836.136719
	Iteration 38Q: 3 clusters Score -1482648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1482657.625000 Penalty: 2836.136719
	Iteration 39Q: 3 clusters Score -1482658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1482661.000000 Penalty: 2836.136719
	Iteration 40F: 3 clusters Score -1482661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1482664.375000 Penalty: 2836.136719
	Iteration 41Q: 3 clusters Score -1482664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1482668.750000 Penalty: 2836.136719
	Iteration 42Q: 3 clusters Score -1482669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1482677.250000 Penalty: 2836.136719
	Iteration 43Q: 3 clusters Score -1482677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1482682.625000 Penalty: 2836.136719
	Iteration 44Q: 3 clusters Score -1482683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1482686.625000 Penalty: 2836.136719
	Iteration 45Q: 3 clusters Score -1482687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1482692.625000 Penalty: 2836.136719
	Iteration 46Q: 3 clusters Score -1482693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1482695.625000 Penalty: 2836.136719
	Iteration 47Q: 3 clusters Score -1482696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1482697.125000 Penalty: 2836.136719
	Iteration 48Q: 3 clusters Score -1482697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1482701.500000 Penalty: 2836.136719
	Iteration 49Q: 3 clusters Score -1482702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1482703.000000 Penalty: 2836.136719
	Iteration 50Q: 3 clusters Score -1482703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1482708.375000 Penalty: 2836.136719
	Iteration 51Q: 3 clusters Score -1482708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1482710.000000 Penalty: 2836.136719
	Iteration 52Q: 3 clusters Score -1482710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1482710.375000 Penalty: 2836.136719
	Iteration 53Q: 3 clusters Score -1482710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1482713.500000 Penalty: 2836.136719
	Iteration 54Q: 3 clusters Score -1482714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1482714.875000 Penalty: 2836.136719
	Iteration 55Q: 3 clusters Score -1482715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1482716.000000 Penalty: 2836.136719
	Iteration 56Q: 3 clusters Score -1482716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1482714.250000 Penalty: 2836.136719
	Iteration 57Q: 3 clusters Score -1482714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1482719.750000 Penalty: 2836.136719
	Iteration 58Q: 3 clusters Score -1482720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1482720.250000 Penalty: 2836.136719
	Iteration 59Q: 3 clusters Score -1482720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1482720.250000 Penalty: 2836.136719
	Iteration 60F: 3 clusters Score -1482720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Entering Unmasked Estep 
Score: -593689.812500 Penalty: 1288.154907
	Iteration 0F: 2 clusters Score -593689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -589591.750000 Penalty: 2576.309814
	Iteration 0F: 3 clusters Score -589591.8 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -590841.562500 Penalty: 2576.309814
	Iteration 1F: 3 clusters Score -590841.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -591109.187500 Penalty: 2576.309814
	Iteration 2F: 3 clusters Score -591109.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -591285.312500 Penalty: 2576.309814
	Iteration 3F: 3 clusters Score -591285.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -591451.625000 Penalty: 2576.309814
	Iteration 4Q: 3 clusters Score -591451.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -591608.000000 Penalty: 2576.309814
	Iteration 5Q: 3 clusters Score -591608 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -591740.437500 Penalty: 2576.309814
	Iteration 6Q: 3 clusters Score -591740.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -591892.625000 Penalty: 2576.309814
	Iteration 7Q: 3 clusters Score -591892.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -592031.375000 Penalty: 2576.309814
	Iteration 8Q: 3 clusters Score -592031.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -592155.312500 Penalty: 2576.309814
	Iteration 9Q: 3 clusters Score -592155.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -592274.937500 Penalty: 2576.309814
	Iteration 10Q: 3 clusters Score -592274.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -592379.812500 Penalty: 2576.309814
	Iteration 11Q: 3 clusters Score -592379.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -592477.937500 Penalty: 2576.309814
	Iteration 12Q: 3 clusters Score -592477.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -592569.312500 Penalty: 2576.309814
	Iteration 13Q: 3 clusters Score -592569.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -592638.187500 Penalty: 2576.309814
	Iteration 14Q: 3 clusters Score -592638.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -592684.437500 Penalty: 2576.309814
	Iteration 15Q: 3 clusters Score -592684.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -592713.000000 Penalty: 2576.309814
	Iteration 16Q: 3 clusters Score -592713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -592735.812500 Penalty: 2576.309814
	Iteration 17Q: 3 clusters Score -592735.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -592755.750000 Penalty: 2576.309814
	Iteration 18Q: 3 clusters Score -592755.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -592775.187500 Penalty: 2576.309814
	Iteration 19Q: 3 clusters Score -592775.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -592787.125000 Penalty: 2576.309814
	Iteration 20F: 3 clusters Score -592787.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -592797.312500 Penalty: 2576.309814
	Iteration 21Q: 3 clusters Score -592797.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -592807.625000 Penalty: 2576.309814
	Iteration 22Q: 3 clusters Score -592807.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -592835.187500 Penalty: 2576.309814
	Iteration 23Q: 3 clusters Score -592835.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -592852.937500 Penalty: 2576.309814
	Iteration 24Q: 3 clusters Score -592852.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -592867.375000 Penalty: 2576.309814
	Iteration 25Q: 3 clusters Score -592867.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -592894.187500 Penalty: 2576.309814
	Iteration 26Q: 3 clusters Score -592894.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -592918.937500 Penalty: 2576.309814
	Iteration 27Q: 3 clusters Score -592918.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -592936.125000 Penalty: 2576.309814
	Iteration 28Q: 3 clusters Score -592936.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -592953.187500 Penalty: 2576.309814
	Iteration 29Q: 3 clusters Score -592953.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -592969.375000 Penalty: 2576.309814
	Iteration 30Q: 3 clusters Score -592969.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -592980.437500 Penalty: 2576.309814
	Iteration 31Q: 3 clusters Score -592980.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -592990.312500 Penalty: 2576.309814
	Iteration 32Q: 3 clusters Score -592990.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -593002.750000 Penalty: 2576.309814
	Iteration 33Q: 3 clusters Score -593002.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -593011.125000 Penalty: 2576.309814
	Iteration 34Q: 3 clusters Score -593011.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -593018.250000 Penalty: 2576.309814
	Iteration 35Q: 3 clusters Score -593018.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -593022.187500 Penalty: 2576.309814
	Iteration 36Q: 3 clusters Score -593022.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -593029.187500 Penalty: 2576.309814
	Iteration 37Q: 3 clusters Score -593029.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -593030.812500 Penalty: 2576.309814
	Iteration 38Q: 3 clusters Score -593030.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -593033.062500 Penalty: 2576.309814
	Iteration 39Q: 3 clusters Score -593033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -593034.000000 Penalty: 2576.309814
	Iteration 40F: 3 clusters Score -593034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -593034.687500 Penalty: 2576.309814
	Iteration 41Q: 3 clusters Score -593034.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -593038.000000 Penalty: 2576.309814
	Iteration 42Q: 3 clusters Score -593038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -593038.875000 Penalty: 2576.309814
	Iteration 43Q: 3 clusters Score -593038.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -593041.500000 Penalty: 2576.309814
	Iteration 44Q: 3 clusters Score -593041.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -593045.000000 Penalty: 2576.309814
	Iteration 45Q: 3 clusters Score -593045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -593046.625000 Penalty: 2576.309814
	Iteration 46Q: 3 clusters Score -593046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -593050.187500 Penalty: 2576.309814
	Iteration 47Q: 3 clusters Score -593050.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -593055.187500 Penalty: 2576.309814
	Iteration 48Q: 3 clusters Score -593055.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -593057.687500 Penalty: 2576.309814
	Iteration 49Q: 3 clusters Score -593057.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -593062.750000 Penalty: 2576.309814
	Iteration 50Q: 3 clusters Score -593062.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -593067.437500 Penalty: 2576.309814
	Iteration 51Q: 3 clusters Score -593067.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -593074.750000 Penalty: 2576.309814
	Iteration 52Q: 3 clusters Score -593074.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -593083.375000 Penalty: 2576.309814
	Iteration 53Q: 3 clusters Score -593083.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -593088.000000 Penalty: 2576.309814
	Iteration 54Q: 3 clusters Score -593088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -593090.312500 Penalty: 2576.309814
	Iteration 55Q: 3 clusters Score -593090.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -593093.750000 Penalty: 2576.309814
	Iteration 56Q: 3 clusters Score -593093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -593094.937500 Penalty: 2576.309814
	Iteration 57Q: 3 clusters Score -593094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -593097.312500 Penalty: 2576.309814
	Iteration 58Q: 3 clusters Score -593097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -593098.812500 Penalty: 2576.309814
	Iteration 59Q: 3 clusters Score -593098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -593101.062500 Penalty: 2576.309814
	Iteration 60F: 3 clusters Score -593101.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -593101.812500 Penalty: 2576.309814
	Iteration 61Q: 3 clusters Score -593101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -593102.687500 Penalty: 2576.309814
	Iteration 62Q: 3 clusters Score -593102.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -593102.875000 Penalty: 2576.309814
	Iteration 63Q: 3 clusters Score -593102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -593102.812500 Penalty: 2576.309814
	Iteration 64Q: 3 clusters Score -593102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -593102.750000 Penalty: 2576.309814
	Iteration 65Q: 3 clusters Score -593102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -593103.562500 Penalty: 2576.309814
	Iteration 66Q: 3 clusters Score -593103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -593104.562500 Penalty: 2576.309814
	Iteration 67Q: 3 clusters Score -593104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -593104.562500 Penalty: 2576.309814
	Iteration 68F: 3 clusters Score -593104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Entering Unmasked Estep 
Score: -3220126.750000 Penalty: 1528.629761
	Iteration 0F: 2 clusters Score -3220127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3201285.250000 Penalty: 3057.259521
	Iteration 0F: 3 clusters Score -3201285 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3208510.250000 Penalty: 3057.259521
	Iteration 1F: 3 clusters Score -3208510 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3209058.500000 Penalty: 3057.259521
	Iteration 2F: 3 clusters Score -3209058 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3209544.000000 Penalty: 3057.259521
	Iteration 3Q: 3 clusters Score -3209544 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3210045.750000 Penalty: 3057.259521
	Iteration 4Q: 3 clusters Score -3210046 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3210563.750000 Penalty: 3057.259521
	Iteration 5Q: 3 clusters Score -3210564 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3211143.250000 Penalty: 3057.259521
	Iteration 6Q: 3 clusters Score -3211143 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3211824.000000 Penalty: 3057.259521
	Iteration 7Q: 3 clusters Score -3211824 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3212570.750000 Penalty: 3057.259521
	Iteration 8Q: 3 clusters Score -3212571 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3213399.000000 Penalty: 3057.259521
	Iteration 9Q: 3 clusters Score -3213399 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3214290.000000 Penalty: 3057.259521
	Iteration 10Q: 3 clusters Score -3214290 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3215206.000000 Penalty: 3057.259521
	Iteration 11Q: 3 clusters Score -3215206 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3216035.500000 Penalty: 3057.259521
	Iteration 12Q: 3 clusters Score -3216036 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3216810.250000 Penalty: 3057.259521
	Iteration 13Q: 3 clusters Score -3216810 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3217432.750000 Penalty: 3057.259521
	Iteration 14Q: 3 clusters Score -3217433 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3217927.000000 Penalty: 3057.259521
	Iteration 15Q: 3 clusters Score -3217927 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3218290.250000 Penalty: 3057.259521
	Iteration 16Q: 3 clusters Score -3218290 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3218536.250000 Penalty: 3057.259521
	Iteration 17Q: 3 clusters Score -3218536 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3218726.250000 Penalty: 3057.259521
	Iteration 18Q: 3 clusters Score -3218726 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3218860.500000 Penalty: 3057.259521
	Iteration 19Q: 3 clusters Score -3218860 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3218953.750000 Penalty: 3057.259521
	Iteration 20F: 3 clusters Score -3218954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3218992.750000 Penalty: 3057.259521
	Iteration 21Q: 3 clusters Score -3218993 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3219045.750000 Penalty: 3057.259521
	Iteration 22Q: 3 clusters Score -3219046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3219070.750000 Penalty: 3057.259521
	Iteration 23Q: 3 clusters Score -3219071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3219097.000000 Penalty: 3057.259521
	Iteration 24Q: 3 clusters Score -3219097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3219120.000000 Penalty: 3057.259521
	Iteration 25Q: 3 clusters Score -3219120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3219144.500000 Penalty: 3057.259521
	Iteration 26Q: 3 clusters Score -3219144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3219164.250000 Penalty: 3057.259521
	Iteration 27Q: 3 clusters Score -3219164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3219173.750000 Penalty: 3057.259521
	Iteration 28Q: 3 clusters Score -3219174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3219185.000000 Penalty: 3057.259521
	Iteration 29Q: 3 clusters Score -3219185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3219200.250000 Penalty: 3057.259521
	Iteration 30Q: 3 clusters Score -3219200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3219205.000000 Penalty: 3057.259521
	Iteration 31Q: 3 clusters Score -3219205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3219210.250000 Penalty: 3057.259521
	Iteration 32Q: 3 clusters Score -3219210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3219214.000000 Penalty: 3057.259521
	Iteration 33Q: 3 clusters Score -3219214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3219216.250000 Penalty: 3057.259521
	Iteration 34Q: 3 clusters Score -3219216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3219221.000000 Penalty: 3057.259521
	Iteration 35Q: 3 clusters Score -3219221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3219223.750000 Penalty: 3057.259521
	Iteration 36Q: 3 clusters Score -3219224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -3219224.500000 Penalty: 3057.259521
	Iteration 37Q: 3 clusters Score -3219224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3219225.500000 Penalty: 3057.259521
	Iteration 38Q: 3 clusters Score -3219226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -3219226.250000 Penalty: 3057.259521
	Iteration 39Q: 3 clusters Score -3219226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3219227.250000 Penalty: 3057.259521
	Iteration 40F: 3 clusters Score -3219227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3219230.000000 Penalty: 3057.259521
	Iteration 41Q: 3 clusters Score -3219230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3219230.750000 Penalty: 3057.259521
	Iteration 42Q: 3 clusters Score -3219231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3219232.000000 Penalty: 3057.259521
	Iteration 43Q: 3 clusters Score -3219232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3219233.500000 Penalty: 3057.259521
	Iteration 44Q: 3 clusters Score -3219234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3219235.250000 Penalty: 3057.259521
	Iteration 45Q: 3 clusters Score -3219235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3219236.750000 Penalty: 3057.259521
	Iteration 46Q: 3 clusters Score -3219237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3219241.000000 Penalty: 3057.259521
	Iteration 47Q: 3 clusters Score -3219241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3219241.000000 Penalty: 3057.259521
	Iteration 48F: 3 clusters Score -3219241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Entering Unmasked Estep 
Score: -4366420.000000 Penalty: 1575.422852
	Iteration 0F: 2 clusters Score -4366420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4340640.000000 Penalty: 3150.845703
	Iteration 0F: 3 clusters Score -4340640 nChanged 18248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -4350529.500000 Penalty: 3150.845703
	Iteration 1F: 3 clusters Score -4350530 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -4351033.500000 Penalty: 3150.845703
	Iteration 2Q: 3 clusters Score -4351034 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4351551.500000 Penalty: 3150.845703
	Iteration 3Q: 3 clusters Score -4351552 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4352203.500000 Penalty: 3150.845703
	Iteration 4Q: 3 clusters Score -4352204 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -4353077.500000 Penalty: 3150.845703
	Iteration 5Q: 3 clusters Score -4353078 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4354350.000000 Penalty: 3150.845703
	Iteration 6F: 3 clusters Score -4354350 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4356194.000000 Penalty: 3150.845703
	Iteration 7F: 3 clusters Score -4356194 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -4358543.500000 Penalty: 3150.845703
	Iteration 8F: 3 clusters Score -4358544 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -4361015.000000 Penalty: 3150.845703
	Iteration 9F: 3 clusters Score -4361015 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4363030.500000 Penalty: 3150.845703
	Iteration 10F: 3 clusters Score -4363030 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4364223.000000 Penalty: 3150.845703
	Iteration 11Q: 3 clusters Score -4364223 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4364674.000000 Penalty: 3150.845703
	Iteration 12Q: 3 clusters Score -4364674 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4364902.500000 Penalty: 3150.845703
	Iteration 13Q: 3 clusters Score -4364902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4364991.500000 Penalty: 3150.845703
	Iteration 14Q: 3 clusters Score -4364992 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4365049.500000 Penalty: 3150.845703
	Iteration 15Q: 3 clusters Score -4365050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4365086.000000 Penalty: 3150.845703
	Iteration 16Q: 3 clusters Score -4365086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4365114.000000 Penalty: 3150.845703
	Iteration 17Q: 3 clusters Score -4365114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4365131.000000 Penalty: 3150.845703
	Iteration 18Q: 3 clusters Score -4365131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4365147.500000 Penalty: 3150.845703
	Iteration 19Q: 3 clusters Score -4365148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4365156.000000 Penalty: 3150.845703
	Iteration 20F: 3 clusters Score -4365156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4365162.500000 Penalty: 3150.845703
	Iteration 21Q: 3 clusters Score -4365162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4365164.000000 Penalty: 3150.845703
	Iteration 22Q: 3 clusters Score -4365164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4365161.000000 Penalty: 3150.845703
	Iteration 23Q: 3 clusters Score -4365161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4365164.000000 Penalty: 3150.845703
	Iteration 24Q: 3 clusters Score -4365164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4365164.500000 Penalty: 3150.845703
	Iteration 25Q: 3 clusters Score -4365164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4365164.500000 Penalty: 3150.845703
	Iteration 26F: 3 clusters Score -4365164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Entering Unmasked Estep 
Score: -7008353.000000 Penalty: 1646.771729
	Iteration 0F: 2 clusters Score -7008353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -6966562.000000 Penalty: 3293.543457
	Iteration 0F: 3 clusters Score -6966562 nChanged 29892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -6983578.500000 Penalty: 3293.543457
	Iteration 1F: 3 clusters Score -6983578 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -6984627.500000 Penalty: 3293.543457
	Iteration 2Q: 3 clusters Score -6984628 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -6985753.000000 Penalty: 3293.543457
	Iteration 3Q: 3 clusters Score -6985753 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -6987162.500000 Penalty: 3293.543457
	Iteration 4Q: 3 clusters Score -6987162 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6988559.500000 Penalty: 3293.543457
	Iteration 5F: 3 clusters Score -6988560 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -6989886.500000 Penalty: 3293.543457
	Iteration 6F: 3 clusters Score -6989886 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -6990962.500000 Penalty: 3293.543457
	Iteration 7Q: 3 clusters Score -6990962 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -6991867.500000 Penalty: 3293.543457
	Iteration 8Q: 3 clusters Score -6991868 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -6992544.000000 Penalty: 3293.543457
	Iteration 9Q: 3 clusters Score -6992544 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -6993062.500000 Penalty: 3293.543457
	Iteration 10Q: 3 clusters Score -6993062 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -6993479.000000 Penalty: 3293.543457
	Iteration 11Q: 3 clusters Score -6993479 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -6993691.000000 Penalty: 3293.543457
	Iteration 12Q: 3 clusters Score -6993691 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -6993881.500000 Penalty: 3293.543457
	Iteration 13Q: 3 clusters Score -6993882 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -6994027.500000 Penalty: 3293.543457
	Iteration 14Q: 3 clusters Score -6994028 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -6994177.000000 Penalty: 3293.543457
	Iteration 15Q: 3 clusters Score -6994177 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -6994264.500000 Penalty: 3293.543457
	Iteration 16Q: 3 clusters Score -6994264 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -6994386.000000 Penalty: 3293.543457
	Iteration 17Q: 3 clusters Score -6994386 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -6994477.500000 Penalty: 3293.543457
	Iteration 18Q: 3 clusters Score -6994478 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -6994590.500000 Penalty: 3293.543457
	Iteration 19Q: 3 clusters Score -6994590 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -6994688.000000 Penalty: 3293.543457
	Iteration 20F: 3 clusters Score -6994688 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -6994833.500000 Penalty: 3293.543457
	Iteration 21Q: 3 clusters Score -6994834 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -6995034.500000 Penalty: 3293.543457
	Iteration 22Q: 3 clusters Score -6995034 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6995294.500000 Penalty: 3293.543457
	Iteration 23Q: 3 clusters Score -6995294 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6995649.000000 Penalty: 3293.543457
	Iteration 24Q: 3 clusters Score -6995649 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -6996184.500000 Penalty: 3293.543457
	Iteration 25Q: 3 clusters Score -6996184 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -6996838.000000 Penalty: 3293.543457
	Iteration 26Q: 3 clusters Score -6996838 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -6997774.500000 Penalty: 3293.543457
	Iteration 27Q: 3 clusters Score -6997774 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -6998904.500000 Penalty: 3293.543457
	Iteration 28Q: 3 clusters Score -6998904 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -7000180.500000 Penalty: 3293.543457
	Iteration 29Q: 3 clusters Score -7000180 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -7001520.000000 Penalty: 3293.543457
	Iteration 30Q: 3 clusters Score -7001520 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -7002800.500000 Penalty: 3293.543457
	Iteration 31Q: 3 clusters Score -7002800 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -7003954.000000 Penalty: 3293.543457
	Iteration 32Q: 3 clusters Score -7003954 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -7004909.500000 Penalty: 3293.543457
	Iteration 33Q: 3 clusters Score -7004910 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -7005658.000000 Penalty: 3293.543457
	Iteration 34Q: 3 clusters Score -7005658 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7006187.000000 Penalty: 3293.543457
	Iteration 35Q: 3 clusters Score -7006187 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -7006500.500000 Penalty: 3293.543457
	Iteration 36Q: 3 clusters Score -7006500 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7006737.500000 Penalty: 3293.543457
	Iteration 37Q: 3 clusters Score -7006738 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7006908.000000 Penalty: 3293.543457
	Iteration 38Q: 3 clusters Score -7006908 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7007030.000000 Penalty: 3293.543457
	Iteration 39Q: 3 clusters Score -7007030 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7007090.500000 Penalty: 3293.543457
	Iteration 40F: 3 clusters Score -7007090 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7007139.000000 Penalty: 3293.543457
	Iteration 41Q: 3 clusters Score -7007139 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7007184.500000 Penalty: 3293.543457
	Iteration 42Q: 3 clusters Score -7007184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7007222.500000 Penalty: 3293.543457
	Iteration 43Q: 3 clusters Score -7007222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7007243.000000 Penalty: 3293.543457
	Iteration 44Q: 3 clusters Score -7007243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7007261.000000 Penalty: 3293.543457
	Iteration 45Q: 3 clusters Score -7007261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7007287.000000 Penalty: 3293.543457
	Iteration 46Q: 3 clusters Score -7007287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7007291.500000 Penalty: 3293.543457
	Iteration 47Q: 3 clusters Score -7007292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7007301.500000 Penalty: 3293.543457
	Iteration 48Q: 3 clusters Score -7007302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7007298.000000 Penalty: 3293.543457
	Iteration 49Q: 3 clusters Score -7007298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7007315.500000 Penalty: 3293.543457
	Iteration 50Q: 3 clusters Score -7007316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7007312.000000 Penalty: 3293.543457
	Iteration 51Q: 3 clusters Score -7007312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7007317.000000 Penalty: 3293.543457
	Iteration 52Q: 3 clusters Score -7007317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7007327.000000 Penalty: 3293.543457
	Iteration 53Q: 3 clusters Score -7007327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7007332.500000 Penalty: 3293.543457
	Iteration 54Q: 3 clusters Score -7007332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7007332.500000 Penalty: 3293.543457
	Iteration 55Q: 3 clusters Score -7007332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7007333.500000 Penalty: 3293.543457
	Iteration 56Q: 3 clusters Score -7007334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7007336.500000 Penalty: 3293.543457
	Iteration 57Q: 3 clusters Score -7007336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7007345.500000 Penalty: 3293.543457
	Iteration 58Q: 3 clusters Score -7007346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7007346.500000 Penalty: 3293.543457
	Iteration 59Q: 3 clusters Score -7007346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7007353.500000 Penalty: 3293.543457
	Iteration 60F: 3 clusters Score -7007354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Entering Unmasked Estep 
Score: -1499328.250000 Penalty: 1419.166870
	Iteration 0F: 2 clusters Score -1499328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1490122.500000 Penalty: 2838.333740
	Iteration 0F: 3 clusters Score -1490122 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1493207.875000 Penalty: 2838.333740
	Iteration 1F: 3 clusters Score -1493208 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1493550.125000 Penalty: 2838.333740
	Iteration 2F: 3 clusters Score -1493550 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1493802.000000 Penalty: 2838.333740
	Iteration 3Q: 3 clusters Score -1493802 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1493993.875000 Penalty: 2838.333740
	Iteration 4Q: 3 clusters Score -1493994 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1494151.625000 Penalty: 2838.333740
	Iteration 5Q: 3 clusters Score -1494152 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1494307.375000 Penalty: 2838.333740
	Iteration 6Q: 3 clusters Score -1494307 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1494462.000000 Penalty: 2838.333740
	Iteration 7Q: 3 clusters Score -1494462 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1494593.125000 Penalty: 2838.333740
	Iteration 8Q: 3 clusters Score -1494593 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1494729.125000 Penalty: 2838.333740
	Iteration 9Q: 3 clusters Score -1494729 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1494846.875000 Penalty: 2838.333740
	Iteration 10Q: 3 clusters Score -1494847 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1494972.500000 Penalty: 2838.333740
	Iteration 11Q: 3 clusters Score -1494972 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1495092.750000 Penalty: 2838.333740
	Iteration 12Q: 3 clusters Score -1495093 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1495227.625000 Penalty: 2838.333740
	Iteration 13Q: 3 clusters Score -1495228 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1495373.500000 Penalty: 2838.333740
	Iteration 14Q: 3 clusters Score -1495374 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1495553.125000 Penalty: 2838.333740
	Iteration 15Q: 3 clusters Score -1495553 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1495761.375000 Penalty: 2838.333740
	Iteration 16Q: 3 clusters Score -1495761 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1495955.375000 Penalty: 2838.333740
	Iteration 17Q: 3 clusters Score -1495955 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1496126.375000 Penalty: 2838.333740
	Iteration 18Q: 3 clusters Score -1496126 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1496247.250000 Penalty: 2838.333740
	Iteration 19Q: 3 clusters Score -1496247 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1496321.625000 Penalty: 2838.333740
	Iteration 20F: 3 clusters Score -1496322 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1496372.125000 Penalty: 2838.333740
	Iteration 21Q: 3 clusters Score -1496372 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1496408.000000 Penalty: 2838.333740
	Iteration 22Q: 3 clusters Score -1496408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1496443.625000 Penalty: 2838.333740
	Iteration 23Q: 3 clusters Score -1496444 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1496468.125000 Penalty: 2838.333740
	Iteration 24Q: 3 clusters Score -1496468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1496491.250000 Penalty: 2838.333740
	Iteration 25Q: 3 clusters Score -1496491 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1496512.500000 Penalty: 2838.333740
	Iteration 26Q: 3 clusters Score -1496512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1496543.750000 Penalty: 2838.333740
	Iteration 27Q: 3 clusters Score -1496544 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1496558.250000 Penalty: 2838.333740
	Iteration 28Q: 3 clusters Score -1496558 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1496596.500000 Penalty: 2838.333740
	Iteration 29Q: 3 clusters Score -1496596 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1496626.250000 Penalty: 2838.333740
	Iteration 30Q: 3 clusters Score -1496626 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1496670.250000 Penalty: 2838.333740
	Iteration 31Q: 3 clusters Score -1496670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1496706.375000 Penalty: 2838.333740
	Iteration 32Q: 3 clusters Score -1496706 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1496739.625000 Penalty: 2838.333740
	Iteration 33Q: 3 clusters Score -1496740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1496773.500000 Penalty: 2838.333740
	Iteration 34Q: 3 clusters Score -1496774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1496811.750000 Penalty: 2838.333740
	Iteration 35Q: 3 clusters Score -1496812 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1496828.500000 Penalty: 2838.333740
	Iteration 36Q: 3 clusters Score -1496828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1496854.750000 Penalty: 2838.333740
	Iteration 37Q: 3 clusters Score -1496855 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1496884.875000 Penalty: 2838.333740
	Iteration 38Q: 3 clusters Score -1496885 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1496911.125000 Penalty: 2838.333740
	Iteration 39Q: 3 clusters Score -1496911 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1496934.250000 Penalty: 2838.333740
	Iteration 40F: 3 clusters Score -1496934 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1496967.250000 Penalty: 2838.333740
	Iteration 41Q: 3 clusters Score -1496967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1497001.500000 Penalty: 2838.333740
	Iteration 42Q: 3 clusters Score -1497002 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1497039.625000 Penalty: 2838.333740
	Iteration 43Q: 3 clusters Score -1497040 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1497086.625000 Penalty: 2838.333740
	Iteration 44Q: 3 clusters Score -1497087 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1497132.250000 Penalty: 2838.333740
	Iteration 45Q: 3 clusters Score -1497132 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1497187.375000 Penalty: 2838.333740
	Iteration 46Q: 3 clusters Score -1497187 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1497245.375000 Penalty: 2838.333740
	Iteration 47Q: 3 clusters Score -1497245 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1497299.375000 Penalty: 2838.333740
	Iteration 48Q: 3 clusters Score -1497299 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1497359.250000 Penalty: 2838.333740
	Iteration 49Q: 3 clusters Score -1497359 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1497416.125000 Penalty: 2838.333740
	Iteration 50Q: 3 clusters Score -1497416 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1497464.875000 Penalty: 2838.333740
	Iteration 51Q: 3 clusters Score -1497465 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1497503.375000 Penalty: 2838.333740
	Iteration 52Q: 3 clusters Score -1497503 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1497548.000000 Penalty: 2838.333740
	Iteration 53Q: 3 clusters Score -1497548 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1497586.250000 Penalty: 2838.333740
	Iteration 54Q: 3 clusters Score -1497586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1497627.375000 Penalty: 2838.333740
	Iteration 55Q: 3 clusters Score -1497627 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1497661.375000 Penalty: 2838.333740
	Iteration 56Q: 3 clusters Score -1497661 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1497695.000000 Penalty: 2838.333740
	Iteration 57Q: 3 clusters Score -1497695 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1497740.250000 Penalty: 2838.333740
	Iteration 58Q: 3 clusters Score -1497740 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1497785.500000 Penalty: 2838.333740
	Iteration 59Q: 3 clusters Score -1497786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1497828.875000 Penalty: 2838.333740
	Iteration 60F: 3 clusters Score -1497829 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1497872.250000 Penalty: 2838.333740
	Iteration 61Q: 3 clusters Score -1497872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1497918.500000 Penalty: 2838.333740
	Iteration 62Q: 3 clusters Score -1497918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1497966.625000 Penalty: 2838.333740
	Iteration 63Q: 3 clusters Score -1497967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1497999.625000 Penalty: 2838.333740
	Iteration 64Q: 3 clusters Score -1498000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1498033.250000 Penalty: 2838.333740
	Iteration 65Q: 3 clusters Score -1498033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1498051.625000 Penalty: 2838.333740
	Iteration 66Q: 3 clusters Score -1498052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1498063.250000 Penalty: 2838.333740
	Iteration 67Q: 3 clusters Score -1498063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1498075.125000 Penalty: 2838.333740
	Iteration 68Q: 3 clusters Score -1498075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1498082.750000 Penalty: 2838.333740
	Iteration 69Q: 3 clusters Score -1498083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1498089.375000 Penalty: 2838.333740
	Iteration 70Q: 3 clusters Score -1498089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1498096.500000 Penalty: 2838.333740
	Iteration 71Q: 3 clusters Score -1498096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1498104.750000 Penalty: 2838.333740
	Iteration 72Q: 3 clusters Score -1498105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1498111.750000 Penalty: 2838.333740
	Iteration 73Q: 3 clusters Score -1498112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1498113.750000 Penalty: 2838.333740
	Iteration 74Q: 3 clusters Score -1498114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1498120.000000 Penalty: 2838.333740
	Iteration 75Q: 3 clusters Score -1498120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1498124.125000 Penalty: 2838.333740
	Iteration 76Q: 3 clusters Score -1498124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1498134.000000 Penalty: 2838.333740
	Iteration 77Q: 3 clusters Score -1498134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1498138.625000 Penalty: 2838.333740
	Iteration 78Q: 3 clusters Score -1498139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1498144.500000 Penalty: 2838.333740
	Iteration 79Q: 3 clusters Score -1498144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1498151.625000 Penalty: 2838.333740
	Iteration 80F: 3 clusters Score -1498152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1498156.500000 Penalty: 2838.333740
	Iteration 81Q: 3 clusters Score -1498156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1498160.625000 Penalty: 2838.333740
	Iteration 82Q: 3 clusters Score -1498161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1498164.250000 Penalty: 2838.333740
	Iteration 83Q: 3 clusters Score -1498164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1498167.125000 Penalty: 2838.333740
	Iteration 84Q: 3 clusters Score -1498167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1498173.750000 Penalty: 2838.333740
	Iteration 85Q: 3 clusters Score -1498174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1498179.500000 Penalty: 2838.333740
	Iteration 86Q: 3 clusters Score -1498180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1498186.625000 Penalty: 2838.333740
	Iteration 87Q: 3 clusters Score -1498187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1498190.500000 Penalty: 2838.333740
	Iteration 88Q: 3 clusters Score -1498190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1498195.625000 Penalty: 2838.333740
	Iteration 89Q: 3 clusters Score -1498196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1498205.750000 Penalty: 2838.333740
	Iteration 90Q: 3 clusters Score -1498206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1498212.750000 Penalty: 2838.333740
	Iteration 91Q: 3 clusters Score -1498213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1498218.875000 Penalty: 2838.333740
	Iteration 92Q: 3 clusters Score -1498219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1498224.625000 Penalty: 2838.333740
	Iteration 93Q: 3 clusters Score -1498225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1498228.625000 Penalty: 2838.333740
	Iteration 94Q: 3 clusters Score -1498229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1498228.375000 Penalty: 2838.333740
	Iteration 95Q: 3 clusters Score -1498228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1498231.125000 Penalty: 2838.333740
	Iteration 96Q: 3 clusters Score -1498231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1498232.500000 Penalty: 2838.333740
	Iteration 97Q: 3 clusters Score -1498232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1498235.375000 Penalty: 2838.333740
	Iteration 98Q: 3 clusters Score -1498235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1498235.375000 Penalty: 2838.333740
	Iteration 99F: 3 clusters Score -1498235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Entering Unmasked Estep 
Score: -4711477.500000 Penalty: 1586.195435
	Iteration 0F: 2 clusters Score -4711478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4683627.500000 Penalty: 3172.390869
	Iteration 0F: 3 clusters Score -4683628 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -4694380.000000 Penalty: 3172.390869
	Iteration 1F: 3 clusters Score -4694380 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4695079.000000 Penalty: 3172.390869
	Iteration 2Q: 3 clusters Score -4695079 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4695760.500000 Penalty: 3172.390869
	Iteration 3Q: 3 clusters Score -4695760 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -4696617.500000 Penalty: 3172.390869
	Iteration 4Q: 3 clusters Score -4696618 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -4697684.500000 Penalty: 3172.390869
	Iteration 5Q: 3 clusters Score -4697684 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4699037.500000 Penalty: 3172.390869
	Iteration 6F: 3 clusters Score -4699038 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4700785.000000 Penalty: 3172.390869
	Iteration 7F: 3 clusters Score -4700785 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4702813.500000 Penalty: 3172.390869
	Iteration 8F: 3 clusters Score -4702814 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4704989.000000 Penalty: 3172.390869
	Iteration 9F: 3 clusters Score -4704989 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4707399.000000 Penalty: 3172.390869
	Iteration 10F: 3 clusters Score -4707399 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -4710220.500000 Penalty: 3172.390869
	Iteration 11Q: 3 clusters Score -4710220 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -4714783.000000 Penalty: 3172.390869
	Iteration 12Q: 3 clusters Score -4714783 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -4717791.000000 Penalty: 3172.390869
	Iteration 13Q: 3 clusters Score -4717791 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4720040.500000 Penalty: 3172.390869
	Iteration 14Q: 3 clusters Score -4720040 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4722101.500000 Penalty: 3172.390869
	Iteration 15Q: 3 clusters Score -4722102 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4724095.000000 Penalty: 3172.390869
	Iteration 16Q: 3 clusters Score -4724095 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -4725850.000000 Penalty: 3172.390869
	Iteration 17Q: 3 clusters Score -4725850 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -4727149.500000 Penalty: 3172.390869
	Iteration 18Q: 3 clusters Score -4727150 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4728112.000000 Penalty: 3172.390869
	Iteration 19Q: 3 clusters Score -4728112 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4729540.000000 Penalty: 3172.390869
	Iteration 20F: 3 clusters Score -4729540 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -4731214.500000 Penalty: 3172.390869
	Iteration 21Q: 3 clusters Score -4731214 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -4732336.000000 Penalty: 3172.390869
	Iteration 22Q: 3 clusters Score -4732336 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -4732882.000000 Penalty: 3172.390869
	Iteration 23Q: 3 clusters Score -4732882 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4733097.500000 Penalty: 3172.390869
	Iteration 24Q: 3 clusters Score -4733098 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -4733119.000000 Penalty: 3172.390869
	Iteration 25Q: 3 clusters Score -4733119 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4733139.000000 Penalty: 3172.390869
	Iteration 26Q: 3 clusters Score -4733139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -4733147.500000 Penalty: 3172.390869
	Iteration 27Q: 3 clusters Score -4733148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -4733145.000000 Penalty: 3172.390869
	Iteration 28Q: 3 clusters Score -4733145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4733142.500000 Penalty: 3172.390869
	Iteration 29Q: 3 clusters Score -4733142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -4733139.500000 Penalty: 3172.390869
	Iteration 30Q: 3 clusters Score -4733140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -4733140.000000 Penalty: 3172.390869
	Iteration 31Q: 3 clusters Score -4733140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4733142.000000 Penalty: 3172.390869
	Iteration 32Q: 3 clusters Score -4733142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4733142.000000 Penalty: 3172.390869
	Iteration 33F: 3 clusters Score -4733142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4733139.000000 Penalty: 3172.390869
	Iteration 34Q: 3 clusters Score -4733139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4733139.000000 Penalty: 3172.390869
	Iteration 35F: 3 clusters Score -4733139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30489 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30305 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86003 members 
Mstep: Class 8 contains 37977 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52806 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 16331 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 95314 members 
Mstep: Class 15 contains 40828 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 5750 members 
Mstep: Class 19 contains 28942 members 
Mstep: Class 20 contains 39637 members 
Mstep: Class 21 contains 24964 members 
Mstep: Class 22 contains 64024 members 
Mstep: Class 23 contains 13869 members 
Mstep: Class 24 contains 17649 members 
Mstep: Class 25 contains 38484 members 
Entering Unmasked Estep 
Score: -78710840.000000 Penalty: 50248.105469
Splitting cluster 24 changes total score from -78689176.000000 to -78710840.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 25 (38484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Entering Unmasked Estep 
Score: -4286753.500000 Penalty: 1571.030151
	Iteration 0F: 2 clusters Score -4286754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4261703.500000 Penalty: 3142.060303
	Iteration 0F: 3 clusters Score -4261704 nChanged 17566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4271449.500000 Penalty: 3142.060303
	Iteration 1F: 3 clusters Score -4271450 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -4272125.000000 Penalty: 3142.060303
	Iteration 2Q: 3 clusters Score -4272125 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -4272842.500000 Penalty: 3142.060303
	Iteration 3Q: 3 clusters Score -4272842 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -4273662.000000 Penalty: 3142.060303
	Iteration 4Q: 3 clusters Score -4273662 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4274635.000000 Penalty: 3142.060303
	Iteration 5F: 3 clusters Score -4274635 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -4275758.500000 Penalty: 3142.060303
	Iteration 6F: 3 clusters Score -4275758 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -4276967.000000 Penalty: 3142.060303
	Iteration 7F: 3 clusters Score -4276967 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -4278211.000000 Penalty: 3142.060303
	Iteration 8F: 3 clusters Score -4278211 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4279540.000000 Penalty: 3142.060303
	Iteration 9F: 3 clusters Score -4279540 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -4280951.000000 Penalty: 3142.060303
	Iteration 10Q: 3 clusters Score -4280951 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4282183.000000 Penalty: 3142.060303
	Iteration 11Q: 3 clusters Score -4282183 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4283218.000000 Penalty: 3142.060303
	Iteration 12Q: 3 clusters Score -4283218 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4283935.000000 Penalty: 3142.060303
	Iteration 13Q: 3 clusters Score -4283935 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4284396.000000 Penalty: 3142.060303
	Iteration 14Q: 3 clusters Score -4284396 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -4284705.000000 Penalty: 3142.060303
	Iteration 15Q: 3 clusters Score -4284705 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4284934.000000 Penalty: 3142.060303
	Iteration 16Q: 3 clusters Score -4284934 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4285092.500000 Penalty: 3142.060303
	Iteration 17Q: 3 clusters Score -4285092 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4285231.000000 Penalty: 3142.060303
	Iteration 18Q: 3 clusters Score -4285231 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4285323.000000 Penalty: 3142.060303
	Iteration 19Q: 3 clusters Score -4285323 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -4285399.000000 Penalty: 3142.060303
	Iteration 20F: 3 clusters Score -4285399 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -4285439.500000 Penalty: 3142.060303
	Iteration 21Q: 3 clusters Score -4285440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -4285478.500000 Penalty: 3142.060303
	Iteration 22Q: 3 clusters Score -4285478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -4285504.000000 Penalty: 3142.060303
	Iteration 23Q: 3 clusters Score -4285504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -4285534.000000 Penalty: 3142.060303
	Iteration 24Q: 3 clusters Score -4285534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -4285561.000000 Penalty: 3142.060303
	Iteration 25Q: 3 clusters Score -4285561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -4285582.500000 Penalty: 3142.060303
	Iteration 26Q: 3 clusters Score -4285582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -4285593.500000 Penalty: 3142.060303
	Iteration 27Q: 3 clusters Score -4285594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -4285609.500000 Penalty: 3142.060303
	Iteration 28Q: 3 clusters Score -4285610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4285619.500000 Penalty: 3142.060303
	Iteration 29Q: 3 clusters Score -4285620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -4285627.500000 Penalty: 3142.060303
	Iteration 30Q: 3 clusters Score -4285628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -4285640.000000 Penalty: 3142.060303
	Iteration 31Q: 3 clusters Score -4285640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -4285643.000000 Penalty: 3142.060303
	Iteration 32Q: 3 clusters Score -4285643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4285656.000000 Penalty: 3142.060303
	Iteration 33Q: 3 clusters Score -4285656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -4285651.000000 Penalty: 3142.060303
	Iteration 34Q: 3 clusters Score -4285651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4285655.000000 Penalty: 3142.060303
	Iteration 35Q: 3 clusters Score -4285655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4285653.500000 Penalty: 3142.060303
	Iteration 36Q: 3 clusters Score -4285654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4285657.000000 Penalty: 3142.060303
	Iteration 37Q: 3 clusters Score -4285657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4285667.000000 Penalty: 3142.060303
	Iteration 38Q: 3 clusters Score -4285667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4285665.500000 Penalty: 3142.060303
	Iteration 39Q: 3 clusters Score -4285666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4285676.000000 Penalty: 3142.060303
	Iteration 40F: 3 clusters Score -4285676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4285684.000000 Penalty: 3142.060303
	Iteration 41Q: 3 clusters Score -4285684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4285685.500000 Penalty: 3142.060303
	Iteration 42Q: 3 clusters Score -4285686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4285688.000000 Penalty: 3142.060303
	Iteration 43Q: 3 clusters Score -4285688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4285702.500000 Penalty: 3142.060303
	Iteration 44Q: 3 clusters Score -4285702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4285706.000000 Penalty: 3142.060303
	Iteration 45Q: 3 clusters Score -4285706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4285707.000000 Penalty: 3142.060303
	Iteration 46Q: 3 clusters Score -4285707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -4285710.000000 Penalty: 3142.060303
	Iteration 47Q: 3 clusters Score -4285710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -4285710.500000 Penalty: 3142.060303
	Iteration 48Q: 3 clusters Score -4285710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -4285710.500000 Penalty: 3142.060303
	Iteration 49F: 3 clusters Score -4285710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30489 members 
Mstep: Class 4 contains 28065 members 
Mstep: Class 5 contains 30305 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86003 members 
Mstep: Class 8 contains 37977 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 52806 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 12 contains 16331 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 95314 members 
Mstep: Class 15 contains 40828 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 5750 members 
Mstep: Class 19 contains 28942 members 
Mstep: Class 20 contains 39637 members 
Mstep: Class 22 contains 64024 members 
Mstep: Class 23 contains 13869 members 
Mstep: Class 24 contains 17649 members 
Mstep: Class 25 contains 38484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1702.713135 but Gain 2009.925781
Score: -78712720.000000 Penalty: 48238.179688
Iteration 79Q: 25 clusters Score -7.871272e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30491 members 
Mstep: Class 4 contains 28116 members 
Mstep: Class 5 contains 31179 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 86124 members 
Mstep: Class 8 contains 37987 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 52801 members 
Mstep: Class 12 contains 16331 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 95310 members 
Mstep: Class 15 contains 40852 members 
Mstep: Class 16 contains 15078 members 
Mstep: Class 17 contains 13773 members 
Mstep: Class 18 contains 5747 members 
Mstep: Class 19 contains 28956 members 
Mstep: Class 20 contains 39660 members 
Mstep: Class 21 contains 24560 members 
Mstep: Class 22 contains 64064 members 
Mstep: Class 23 contains 13873 members 
Mstep: Class 24 contains 18120 members 
Mstep: Class 25 contains 38483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714752.000000 Penalty: 48238.179688
Iteration 80F: 25 clusters Score -7.871475e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30444 members 
Mstep: Class 4 contains 28115 members 
Mstep: Class 5 contains 31122 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86125 members 
Mstep: Class 8 contains 37986 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 52799 members 
Mstep: Class 12 contains 16332 members 
Mstep: Class 13 contains 1255 members 
Mstep: Class 14 contains 95313 members 
Mstep: Class 15 contains 40858 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 13772 members 
Mstep: Class 18 contains 5745 members 
Mstep: Class 19 contains 28956 members 
Mstep: Class 20 contains 39655 members 
Mstep: Class 21 contains 24702 members 
Mstep: Class 22 contains 64076 members 
Mstep: Class 23 contains 13870 members 
Mstep: Class 24 contains 18070 members 
Mstep: Class 25 contains 38479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714880.000000 Penalty: 48238.179688
Iteration 81Q: 25 clusters Score -7.871488e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30428 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31093 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86117 members 
Mstep: Class 8 contains 37985 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52799 members 
Mstep: Class 12 contains 16333 members 
Mstep: Class 13 contains 1255 members 
Mstep: Class 14 contains 95314 members 
Mstep: Class 15 contains 40861 members 
Mstep: Class 16 contains 15090 members 
Mstep: Class 17 contains 13772 members 
Mstep: Class 18 contains 5743 members 
Mstep: Class 19 contains 28960 members 
Mstep: Class 20 contains 39654 members 
Mstep: Class 21 contains 24733 members 
Mstep: Class 22 contains 64089 members 
Mstep: Class 23 contains 13861 members 
Mstep: Class 24 contains 18066 members 
Mstep: Class 25 contains 38485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714760.000000 Penalty: 48238.179688
Iteration 82Q: 25 clusters Score -7.871476e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30428 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31081 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86118 members 
Mstep: Class 8 contains 37983 members 
Mstep: Class 9 contains 1829 members 
Mstep: Class 10 contains 52799 members 
Mstep: Class 12 contains 16337 members 
Mstep: Class 13 contains 1255 members 
Mstep: Class 14 contains 95308 members 
Mstep: Class 15 contains 40860 members 
Mstep: Class 16 contains 15090 members 
Mstep: Class 17 contains 13772 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 19 contains 28963 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24736 members 
Mstep: Class 22 contains 64094 members 
Mstep: Class 23 contains 13862 members 
Mstep: Class 24 contains 18065 members 
Mstep: Class 25 contains 38490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714712.000000 Penalty: 48238.179688
Iteration 83Q: 25 clusters Score -7.871471e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30429 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31077 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86116 members 
Mstep: Class 8 contains 37985 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 52797 members 
Mstep: Class 12 contains 16339 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 95305 members 
Mstep: Class 15 contains 40859 members 
Mstep: Class 16 contains 15090 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 28965 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24739 members 
Mstep: Class 22 contains 64096 members 
Mstep: Class 23 contains 13862 members 
Mstep: Class 24 contains 18067 members 
Mstep: Class 25 contains 38491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714712.000000 Penalty: 48238.179688
Iteration 84Q: 25 clusters Score -7.871471e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30431 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31072 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86114 members 
Mstep: Class 8 contains 37987 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 52796 members 
Mstep: Class 12 contains 16342 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 95304 members 
Mstep: Class 15 contains 40857 members 
Mstep: Class 16 contains 15090 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 5735 members 
Mstep: Class 19 contains 28967 members 
Mstep: Class 20 contains 39652 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64100 members 
Mstep: Class 23 contains 13864 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 38492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714688.000000 Penalty: 48238.179688
Iteration 85Q: 25 clusters Score -7.871469e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30436 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31067 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86114 members 
Mstep: Class 8 contains 37989 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52794 members 
Mstep: Class 12 contains 16345 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 95301 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 5733 members 
Mstep: Class 19 contains 28970 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64103 members 
Mstep: Class 23 contains 13859 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 38498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714736.000000 Penalty: 48238.179688
Iteration 86Q: 25 clusters Score -7.871474e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30435 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31063 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 37990 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52795 members 
Mstep: Class 12 contains 16345 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 95300 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 5733 members 
Mstep: Class 19 contains 28972 members 
Mstep: Class 20 contains 39654 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13854 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 38502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714720.000000 Penalty: 48238.179688
Iteration 87Q: 25 clusters Score -7.871472e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30436 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31061 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86116 members 
Mstep: Class 8 contains 37994 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52795 members 
Mstep: Class 12 contains 16346 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 95299 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 5733 members 
Mstep: Class 19 contains 28974 members 
Mstep: Class 20 contains 39654 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13847 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 38502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714720.000000 Penalty: 48238.179688
Iteration 88Q: 25 clusters Score -7.871472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30438 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 37997 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52795 members 
Mstep: Class 12 contains 16349 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 95297 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 5732 members 
Mstep: Class 19 contains 28975 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13842 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 38504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714704.000000 Penalty: 48238.179688
Iteration 89Q: 25 clusters Score -7.87147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30439 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 37995 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52798 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 95298 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 5730 members 
Mstep: Class 19 contains 28977 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13839 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 38506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714696.000000 Penalty: 48238.179688
Iteration 90Q: 25 clusters Score -7.87147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30440 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 37997 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52804 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 95296 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 5729 members 
Mstep: Class 19 contains 28980 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13833 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 38506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714600.000000 Penalty: 48238.179688
Iteration 91Q: 25 clusters Score -7.87146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30441 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 37998 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52811 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 95293 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 13761 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 28980 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13830 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 38507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714600.000000 Penalty: 48238.179688
Iteration 92Q: 25 clusters Score -7.87146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30439 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 37998 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52812 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 95296 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 13758 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 28980 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 38507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714608.000000 Penalty: 48238.179688
Iteration 93Q: 25 clusters Score -7.871461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30438 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31059 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 37998 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52811 members 
Mstep: Class 12 contains 16353 members 
Mstep: Class 13 contains 1265 members 
Mstep: Class 14 contains 95298 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 13753 members 
Mstep: Class 18 contains 5722 members 
Mstep: Class 19 contains 28981 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 18068 members 
Mstep: Class 25 contains 38510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714600.000000 Penalty: 48238.179688
Iteration 94Q: 25 clusters Score -7.87146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30430 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31058 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 37999 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52812 members 
Mstep: Class 12 contains 16354 members 
Mstep: Class 13 contains 1270 members 
Mstep: Class 14 contains 95301 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15089 members 
Mstep: Class 17 contains 13750 members 
Mstep: Class 18 contains 5719 members 
Mstep: Class 19 contains 28981 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13830 members 
Mstep: Class 24 contains 18069 members 
Mstep: Class 25 contains 38512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714584.000000 Penalty: 48238.179688
Iteration 95Q: 25 clusters Score -7.871458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30424 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31057 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 38000 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52814 members 
Mstep: Class 12 contains 16358 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95300 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15090 members 
Mstep: Class 17 contains 13748 members 
Mstep: Class 18 contains 5715 members 
Mstep: Class 19 contains 28981 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13830 members 
Mstep: Class 24 contains 18070 members 
Mstep: Class 25 contains 38516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714608.000000 Penalty: 48238.179688
Iteration 96Q: 25 clusters Score -7.871461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30421 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31055 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 38000 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52814 members 
Mstep: Class 12 contains 16360 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95302 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15091 members 
Mstep: Class 17 contains 13748 members 
Mstep: Class 18 contains 5713 members 
Mstep: Class 19 contains 28982 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13828 members 
Mstep: Class 24 contains 18070 members 
Mstep: Class 25 contains 38519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714608.000000 Penalty: 48238.179688
Iteration 97Q: 25 clusters Score -7.871461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30419 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31055 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86116 members 
Mstep: Class 8 contains 37999 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52815 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95301 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15092 members 
Mstep: Class 17 contains 13747 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 28982 members 
Mstep: Class 20 contains 39652 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64103 members 
Mstep: Class 23 contains 13825 members 
Mstep: Class 24 contains 18070 members 
Mstep: Class 25 contains 38523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714568.000000 Penalty: 48238.179688
Iteration 98Q: 25 clusters Score -7.871457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30418 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31055 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86117 members 
Mstep: Class 8 contains 37999 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52814 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95302 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15092 members 
Mstep: Class 17 contains 13747 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 28983 members 
Mstep: Class 20 contains 39652 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64103 members 
Mstep: Class 23 contains 13824 members 
Mstep: Class 24 contains 18070 members 
Mstep: Class 25 contains 38524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714528.000000 Penalty: 48238.179688
Iteration 99Q: 25 clusters Score -7.871453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30415 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31055 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86116 members 
Mstep: Class 8 contains 37998 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52815 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95302 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15092 members 
Mstep: Class 17 contains 13747 members 
Mstep: Class 18 contains 5712 members 
Mstep: Class 19 contains 28983 members 
Mstep: Class 20 contains 39652 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64103 members 
Mstep: Class 23 contains 13824 members 
Mstep: Class 24 contains 18071 members 
Mstep: Class 25 contains 38527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714520.000000 Penalty: 48238.179688
Iteration 100F: 25 clusters Score -7.871452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30414 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31054 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86115 members 
Mstep: Class 8 contains 37999 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52816 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95300 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13747 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 28984 members 
Mstep: Class 20 contains 39652 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64103 members 
Mstep: Class 23 contains 13825 members 
Mstep: Class 24 contains 18070 members 
Mstep: Class 25 contains 38530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714568.000000 Penalty: 48238.179688
Iteration 101Q: 25 clusters Score -7.871457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30417 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31050 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86113 members 
Mstep: Class 8 contains 38001 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52816 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95297 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13747 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 28987 members 
Mstep: Class 20 contains 39652 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13824 members 
Mstep: Class 24 contains 18070 members 
Mstep: Class 25 contains 38531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714520.000000 Penalty: 48238.179688
Iteration 102Q: 25 clusters Score -7.871452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30421 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31048 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86111 members 
Mstep: Class 8 contains 38003 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52816 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95295 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13748 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 28987 members 
Mstep: Class 20 contains 39652 members 
Mstep: Class 21 contains 24741 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13818 members 
Mstep: Class 24 contains 18070 members 
Mstep: Class 25 contains 38538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714560.000000 Penalty: 48238.179688
Iteration 103Q: 25 clusters Score -7.871456e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30423 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38003 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52815 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95296 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13749 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 28989 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13806 members 
Mstep: Class 24 contains 18071 members 
Mstep: Class 25 contains 38546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714576.000000 Penalty: 48238.179688
Iteration 104Q: 25 clusters Score -7.871458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31044 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52813 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95298 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13750 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13795 members 
Mstep: Class 24 contains 18071 members 
Mstep: Class 25 contains 38552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714568.000000 Penalty: 48238.179688
Iteration 105Q: 25 clusters Score -7.871457e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30428 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31044 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52810 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95295 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64103 members 
Mstep: Class 23 contains 13793 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714592.000000 Penalty: 48238.179688
Iteration 106Q: 25 clusters Score -7.871459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30427 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31043 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52808 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95296 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13757 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13789 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714568.000000 Penalty: 48238.179688
Iteration 107Q: 25 clusters Score -7.871457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31043 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52809 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95294 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13757 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 28992 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13785 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714584.000000 Penalty: 48238.179688
Iteration 108Q: 25 clusters Score -7.871458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31042 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52810 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95293 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13758 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 28993 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714648.000000 Penalty: 48238.179688
Iteration 109Q: 25 clusters Score -7.871465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31042 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52812 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95292 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13757 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 28994 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13775 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714600.000000 Penalty: 48238.179688
Iteration 110Q: 25 clusters Score -7.87146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30428 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31040 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52811 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95294 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13757 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 28995 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 13769 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714624.000000 Penalty: 48238.179688
Iteration 111Q: 25 clusters Score -7.871462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30426 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31039 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38016 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52810 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95293 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13763 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 28996 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13763 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714560.000000 Penalty: 48238.179688
Iteration 112Q: 25 clusters Score -7.871456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30427 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31038 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38017 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52811 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95292 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 28996 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13756 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714552.000000 Penalty: 48238.179688
Iteration 113Q: 25 clusters Score -7.871455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30427 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31038 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52810 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95296 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 28995 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13749 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714544.000000 Penalty: 48238.179688
Iteration 114Q: 25 clusters Score -7.871454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30427 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31038 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38016 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52810 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95294 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 28996 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13744 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714496.000000 Penalty: 48238.179688
Iteration 115Q: 25 clusters Score -7.87145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30428 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31038 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38016 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52809 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95294 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 28996 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13743 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714528.000000 Penalty: 48238.179688
Iteration 116Q: 25 clusters Score -7.871453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30428 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31038 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38016 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52809 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95294 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 28995 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13743 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714560.000000 Penalty: 48238.179688
Iteration 117Q: 25 clusters Score -7.871456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30427 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31037 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38016 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52810 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 95292 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 28995 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13744 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714560.000000 Penalty: 48238.179688
Iteration 118Q: 25 clusters Score -7.871456e+07 nChanged 12
Entering ConstructFrom: 
Score: -78714560.000000 Penalty: 48238.179688
Entering ConstructFrom: 
Trying to split cluster 1 (46435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Entering Unmasked Estep 
Score: -5115046.000000 Penalty: 1598.976318
	Iteration 0F: 2 clusters Score -5115046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -5084640.500000 Penalty: 3197.952637
	Iteration 0F: 3 clusters Score -5084640 nChanged 21544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5096576.500000 Penalty: 3197.952637
	Iteration 1F: 3 clusters Score -5096576 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -5097223.500000 Penalty: 3197.952637
	Iteration 2Q: 3 clusters Score -5097224 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -5097977.500000 Penalty: 3197.952637
	Iteration 3Q: 3 clusters Score -5097978 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -5098929.500000 Penalty: 3197.952637
	Iteration 4Q: 3 clusters Score -5098930 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -5100394.500000 Penalty: 3197.952637
	Iteration 5F: 3 clusters Score -5100394 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -5102669.500000 Penalty: 3197.952637
	Iteration 6F: 3 clusters Score -5102670 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -5105624.500000 Penalty: 3197.952637
	Iteration 7F: 3 clusters Score -5105624 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -5108755.500000 Penalty: 3197.952637
	Iteration 8F: 3 clusters Score -5108756 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5111136.000000 Penalty: 3197.952637
	Iteration 9F: 3 clusters Score -5111136 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5112505.500000 Penalty: 3197.952637
	Iteration 10Q: 3 clusters Score -5112506 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5113133.500000 Penalty: 3197.952637
	Iteration 11Q: 3 clusters Score -5113134 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5113425.500000 Penalty: 3197.952637
	Iteration 12Q: 3 clusters Score -5113426 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5113584.500000 Penalty: 3197.952637
	Iteration 13Q: 3 clusters Score -5113584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5113643.500000 Penalty: 3197.952637
	Iteration 14Q: 3 clusters Score -5113644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5113681.500000 Penalty: 3197.952637
	Iteration 15Q: 3 clusters Score -5113682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5113715.000000 Penalty: 3197.952637
	Iteration 16Q: 3 clusters Score -5113715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5113734.000000 Penalty: 3197.952637
	Iteration 17Q: 3 clusters Score -5113734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5113744.000000 Penalty: 3197.952637
	Iteration 18Q: 3 clusters Score -5113744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5113745.500000 Penalty: 3197.952637
	Iteration 19Q: 3 clusters Score -5113746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5113754.500000 Penalty: 3197.952637
	Iteration 20F: 3 clusters Score -5113754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5113761.000000 Penalty: 3197.952637
	Iteration 21Q: 3 clusters Score -5113761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5113765.500000 Penalty: 3197.952637
	Iteration 22Q: 3 clusters Score -5113766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5113766.000000 Penalty: 3197.952637
	Iteration 23Q: 3 clusters Score -5113766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5113766.000000 Penalty: 3197.952637
	Iteration 24F: 3 clusters Score -5113766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -283673.062500 Penalty: 1154.376465
	Iteration 0F: 2 clusters Score -283673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -281629.375000 Penalty: 2308.752930
	Iteration 0F: 3 clusters Score -281629.4 nChanged 758
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: -282092.593750 Penalty: 2308.752930
	Iteration 1F: 3 clusters Score -282092.6 nChanged 138
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: -282180.000000 Penalty: 2308.752930
	Iteration 2F: 3 clusters Score -282180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -282233.531250 Penalty: 2308.752930
	Iteration 3Q: 3 clusters Score -282233.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -282263.437500 Penalty: 2308.752930
	Iteration 4Q: 3 clusters Score -282263.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -282285.593750 Penalty: 2308.752930
	Iteration 5Q: 3 clusters Score -282285.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -282308.093750 Penalty: 2308.752930
	Iteration 6Q: 3 clusters Score -282308.1 nChanged 26
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: -282324.406250 Penalty: 2308.752930
	Iteration 7Q: 3 clusters Score -282324.4 nChanged 20
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: -282339.656250 Penalty: 2308.752930
	Iteration 8Q: 3 clusters Score -282339.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -282348.562500 Penalty: 2308.752930
	Iteration 9Q: 3 clusters Score -282348.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -282355.250000 Penalty: 2308.752930
	Iteration 10Q: 3 clusters Score -282355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -282363.218750 Penalty: 2308.752930
	Iteration 11Q: 3 clusters Score -282363.2 nChanged 11
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: -282370.875000 Penalty: 2308.752930
	Iteration 12Q: 3 clusters Score -282370.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -282378.406250 Penalty: 2308.752930
	Iteration 13Q: 3 clusters Score -282378.4 nChanged 11
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: -282384.656250 Penalty: 2308.752930
	Iteration 14Q: 3 clusters Score -282384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -282389.000000 Penalty: 2308.752930
	Iteration 15Q: 3 clusters Score -282389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -282395.656250 Penalty: 2308.752930
	Iteration 16Q: 3 clusters Score -282395.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -282399.343750 Penalty: 2308.752930
	Iteration 17Q: 3 clusters Score -282399.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -282406.250000 Penalty: 2308.752930
	Iteration 18Q: 3 clusters Score -282406.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -282413.531250 Penalty: 2308.752930
	Iteration 19Q: 3 clusters Score -282413.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -282418.062500 Penalty: 2308.752930
	Iteration 20F: 3 clusters Score -282418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -282419.656250 Penalty: 2308.752930
	Iteration 21Q: 3 clusters Score -282419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -282421.843750 Penalty: 2308.752930
	Iteration 22Q: 3 clusters Score -282421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -282423.062500 Penalty: 2308.752930
	Iteration 23Q: 3 clusters Score -282423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -282423.281250 Penalty: 2308.752930
	Iteration 24Q: 3 clusters Score -282423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -282424.656250 Penalty: 2308.752930
	Iteration 25Q: 3 clusters Score -282424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -282426.781250 Penalty: 2308.752930
	Iteration 26Q: 3 clusters Score -282426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -282427.687500 Penalty: 2308.752930
	Iteration 27Q: 3 clusters Score -282427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -282427.656250 Penalty: 2308.752930
	Iteration 28Q: 3 clusters Score -282427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -282427.656250 Penalty: 2308.752930
	Iteration 29F: 3 clusters Score -282427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Entering Unmasked Estep 
Score: -3081829.000000 Penalty: 1536.084961
	Iteration 0F: 2 clusters Score -3081829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3061974.000000 Penalty: 3072.169922
	Iteration 0F: 3 clusters Score -3061974 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3069366.000000 Penalty: 3072.169922
	Iteration 1F: 3 clusters Score -3069366 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3069825.750000 Penalty: 3072.169922
	Iteration 2Q: 3 clusters Score -3069826 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3070218.250000 Penalty: 3072.169922
	Iteration 3Q: 3 clusters Score -3070218 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3070588.750000 Penalty: 3072.169922
	Iteration 4Q: 3 clusters Score -3070589 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3070943.750000 Penalty: 3072.169922
	Iteration 5Q: 3 clusters Score -3070944 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3071322.000000 Penalty: 3072.169922
	Iteration 6Q: 3 clusters Score -3071322 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3071858.500000 Penalty: 3072.169922
	Iteration 7Q: 3 clusters Score -3071858 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3072619.500000 Penalty: 3072.169922
	Iteration 8Q: 3 clusters Score -3072620 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3073786.000000 Penalty: 3072.169922
	Iteration 9F: 3 clusters Score -3073786 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3075338.750000 Penalty: 3072.169922
	Iteration 10F: 3 clusters Score -3075339 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3076994.000000 Penalty: 3072.169922
	Iteration 11F: 3 clusters Score -3076994 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3078532.750000 Penalty: 3072.169922
	Iteration 12F: 3 clusters Score -3078533 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3079563.250000 Penalty: 3072.169922
	Iteration 13Q: 3 clusters Score -3079563 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -3080129.250000 Penalty: 3072.169922
	Iteration 14Q: 3 clusters Score -3080129 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3080439.250000 Penalty: 3072.169922
	Iteration 15Q: 3 clusters Score -3080439 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -3080601.750000 Penalty: 3072.169922
	Iteration 16Q: 3 clusters Score -3080602 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3080695.250000 Penalty: 3072.169922
	Iteration 17Q: 3 clusters Score -3080695 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3080734.000000 Penalty: 3072.169922
	Iteration 18Q: 3 clusters Score -3080734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3080764.000000 Penalty: 3072.169922
	Iteration 19Q: 3 clusters Score -3080764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -3080783.500000 Penalty: 3072.169922
	Iteration 20F: 3 clusters Score -3080784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3080808.250000 Penalty: 3072.169922
	Iteration 21Q: 3 clusters Score -3080808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3080826.250000 Penalty: 3072.169922
	Iteration 22Q: 3 clusters Score -3080826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3080834.250000 Penalty: 3072.169922
	Iteration 23Q: 3 clusters Score -3080834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -3080837.750000 Penalty: 3072.169922
	Iteration 24Q: 3 clusters Score -3080838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3080852.750000 Penalty: 3072.169922
	Iteration 25Q: 3 clusters Score -3080853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3080857.250000 Penalty: 3072.169922
	Iteration 26Q: 3 clusters Score -3080857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3080856.250000 Penalty: 3072.169922
	Iteration 27Q: 3 clusters Score -3080856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3080855.500000 Penalty: 3072.169922
	Iteration 28Q: 3 clusters Score -3080856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3080855.500000 Penalty: 3072.169922
	Iteration 29F: 3 clusters Score -3080856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Entering Unmasked Estep 
Score: -3148647.000000 Penalty: 1524.331787
	Iteration 0F: 2 clusters Score -3148647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3130351.500000 Penalty: 3048.663574
	Iteration 0F: 3 clusters Score -3130352 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3137381.750000 Penalty: 3048.663574
	Iteration 1F: 3 clusters Score -3137382 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3137987.000000 Penalty: 3048.663574
	Iteration 2F: 3 clusters Score -3137987 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3138486.250000 Penalty: 3048.663574
	Iteration 3Q: 3 clusters Score -3138486 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3138948.750000 Penalty: 3048.663574
	Iteration 4Q: 3 clusters Score -3138949 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3139389.250000 Penalty: 3048.663574
	Iteration 5Q: 3 clusters Score -3139389 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3139791.000000 Penalty: 3048.663574
	Iteration 6Q: 3 clusters Score -3139791 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3140164.250000 Penalty: 3048.663574
	Iteration 7Q: 3 clusters Score -3140164 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3140544.750000 Penalty: 3048.663574
	Iteration 8Q: 3 clusters Score -3140545 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3140954.250000 Penalty: 3048.663574
	Iteration 9Q: 3 clusters Score -3140954 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3141402.000000 Penalty: 3048.663574
	Iteration 10Q: 3 clusters Score -3141402 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3141973.750000 Penalty: 3048.663574
	Iteration 11Q: 3 clusters Score -3141974 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3142600.250000 Penalty: 3048.663574
	Iteration 12Q: 3 clusters Score -3142600 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3143283.250000 Penalty: 3048.663574
	Iteration 13Q: 3 clusters Score -3143283 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3143976.750000 Penalty: 3048.663574
	Iteration 14Q: 3 clusters Score -3143977 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3144739.500000 Penalty: 3048.663574
	Iteration 15Q: 3 clusters Score -3144740 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3145492.250000 Penalty: 3048.663574
	Iteration 16Q: 3 clusters Score -3145492 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3146075.500000 Penalty: 3048.663574
	Iteration 17Q: 3 clusters Score -3146076 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3146481.750000 Penalty: 3048.663574
	Iteration 18Q: 3 clusters Score -3146482 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3146797.250000 Penalty: 3048.663574
	Iteration 19Q: 3 clusters Score -3146797 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3147019.750000 Penalty: 3048.663574
	Iteration 20F: 3 clusters Score -3147020 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3147166.250000 Penalty: 3048.663574
	Iteration 21Q: 3 clusters Score -3147166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3147286.500000 Penalty: 3048.663574
	Iteration 22Q: 3 clusters Score -3147286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3147347.000000 Penalty: 3048.663574
	Iteration 23Q: 3 clusters Score -3147347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3147385.000000 Penalty: 3048.663574
	Iteration 24Q: 3 clusters Score -3147385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3147409.000000 Penalty: 3048.663574
	Iteration 25Q: 3 clusters Score -3147409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3147426.250000 Penalty: 3048.663574
	Iteration 26Q: 3 clusters Score -3147426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3147439.000000 Penalty: 3048.663574
	Iteration 27Q: 3 clusters Score -3147439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3147444.250000 Penalty: 3048.663574
	Iteration 28Q: 3 clusters Score -3147444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -3147458.000000 Penalty: 3048.663574
	Iteration 29Q: 3 clusters Score -3147458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3147465.000000 Penalty: 3048.663574
	Iteration 30Q: 3 clusters Score -3147465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3147475.750000 Penalty: 3048.663574
	Iteration 31Q: 3 clusters Score -3147476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3147474.250000 Penalty: 3048.663574
	Iteration 32Q: 3 clusters Score -3147474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3147474.000000 Penalty: 3048.663574
	Iteration 33Q: 3 clusters Score -3147474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3147474.000000 Penalty: 3048.663574
	Iteration 34F: 3 clusters Score -3147474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Entering Unmasked Estep 
Score: -3417090.000000 Penalty: 1539.019165
	Iteration 0F: 2 clusters Score -3417090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3396875.250000 Penalty: 3078.038330
	Iteration 0F: 3 clusters Score -3396875 nChanged 14114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3404478.500000 Penalty: 3078.038330
	Iteration 1F: 3 clusters Score -3404478 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3405039.750000 Penalty: 3078.038330
	Iteration 2F: 3 clusters Score -3405040 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3405600.000000 Penalty: 3078.038330
	Iteration 3Q: 3 clusters Score -3405600 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3406260.750000 Penalty: 3078.038330
	Iteration 4Q: 3 clusters Score -3406261 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3407206.750000 Penalty: 3078.038330
	Iteration 5F: 3 clusters Score -3407207 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3408539.250000 Penalty: 3078.038330
	Iteration 6F: 3 clusters Score -3408539 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3410277.250000 Penalty: 3078.038330
	Iteration 7F: 3 clusters Score -3410277 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3412160.500000 Penalty: 3078.038330
	Iteration 8F: 3 clusters Score -3412160 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -3413777.250000 Penalty: 3078.038330
	Iteration 9F: 3 clusters Score -3413777 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -3414807.500000 Penalty: 3078.038330
	Iteration 10Q: 3 clusters Score -3414808 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -3415313.500000 Penalty: 3078.038330
	Iteration 11Q: 3 clusters Score -3415314 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -3415576.500000 Penalty: 3078.038330
	Iteration 12Q: 3 clusters Score -3415576 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -3415695.250000 Penalty: 3078.038330
	Iteration 13Q: 3 clusters Score -3415695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3415770.750000 Penalty: 3078.038330
	Iteration 14Q: 3 clusters Score -3415771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3415813.750000 Penalty: 3078.038330
	Iteration 15Q: 3 clusters Score -3415814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3415844.000000 Penalty: 3078.038330
	Iteration 16Q: 3 clusters Score -3415844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -3415856.000000 Penalty: 3078.038330
	Iteration 17Q: 3 clusters Score -3415856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -3415863.750000 Penalty: 3078.038330
	Iteration 18Q: 3 clusters Score -3415864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -3415873.250000 Penalty: 3078.038330
	Iteration 19Q: 3 clusters Score -3415873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -3415875.000000 Penalty: 3078.038330
	Iteration 20F: 3 clusters Score -3415875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3415878.500000 Penalty: 3078.038330
	Iteration 21Q: 3 clusters Score -3415878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3415882.750000 Penalty: 3078.038330
	Iteration 22Q: 3 clusters Score -3415883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -3415883.000000 Penalty: 3078.038330
	Iteration 23Q: 3 clusters Score -3415883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -3415886.750000 Penalty: 3078.038330
	Iteration 24Q: 3 clusters Score -3415887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -3415886.750000 Penalty: 3078.038330
	Iteration 25F: 3 clusters Score -3415887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -183286.234375 Penalty: 1091.929932
	Iteration 0F: 2 clusters Score -183286.2 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 747 members 
Entering Unmasked Estep 
Score: -181696.203125 Penalty: 2183.859863
	Iteration 0F: 3 clusters Score -181696.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -182047.484375 Penalty: 2183.859863
	Iteration 1F: 3 clusters Score -182047.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -182144.890625 Penalty: 2183.859863
	Iteration 2F: 3 clusters Score -182144.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -182188.781250 Penalty: 2183.859863
	Iteration 3Q: 3 clusters Score -182188.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182208.953125 Penalty: 2183.859863
	Iteration 4Q: 3 clusters Score -182209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -182220.781250 Penalty: 2183.859863
	Iteration 5Q: 3 clusters Score -182220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -182232.531250 Penalty: 2183.859863
	Iteration 6Q: 3 clusters Score -182232.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -182241.625000 Penalty: 2183.859863
	Iteration 7Q: 3 clusters Score -182241.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -182247.343750 Penalty: 2183.859863
	Iteration 8Q: 3 clusters Score -182247.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -182253.640625 Penalty: 2183.859863
	Iteration 9Q: 3 clusters Score -182253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -182255.796875 Penalty: 2183.859863
	Iteration 10Q: 3 clusters Score -182255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -182256.187500 Penalty: 2183.859863
	Iteration 11Q: 3 clusters Score -182256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -182256.187500 Penalty: 2183.859863
	Iteration 12F: 3 clusters Score -182256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86109 members 
Entering Unmasked Estep 
Score: -9519342.000000 Penalty: 1690.869385
	Iteration 0F: 2 clusters Score -9519342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -9463202.000000 Penalty: 3381.738770
	Iteration 0F: 3 clusters Score -9463202 nChanged 40350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -9486438.000000 Penalty: 3381.738770
	Iteration 1F: 3 clusters Score -9486438 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9487728.000000 Penalty: 3381.738770
	Iteration 2Q: 3 clusters Score -9487728 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -9489644.000000 Penalty: 3381.738770
	Iteration 3F: 3 clusters Score -9489644 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -9492526.000000 Penalty: 3381.738770
	Iteration 4F: 3 clusters Score -9492526 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 62928 members 
Entering Unmasked Estep 
Score: -9496890.000000 Penalty: 3381.738770
	Iteration 5F: 3 clusters Score -9496890 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -9502461.000000 Penalty: 3381.738770
	Iteration 6F: 3 clusters Score -9502461 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -9508338.000000 Penalty: 3381.738770
	Iteration 7F: 3 clusters Score -9508338 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -9513177.000000 Penalty: 3381.738770
	Iteration 8F: 3 clusters Score -9513177 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -9516017.000000 Penalty: 3381.738770
	Iteration 9Q: 3 clusters Score -9516017 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -9517224.000000 Penalty: 3381.738770
	Iteration 10Q: 3 clusters Score -9517224 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -9517626.000000 Penalty: 3381.738770
	Iteration 11Q: 3 clusters Score -9517626 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -9517769.000000 Penalty: 3381.738770
	Iteration 12Q: 3 clusters Score -9517769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -9517871.000000 Penalty: 3381.738770
	Iteration 13Q: 3 clusters Score -9517871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 85900 members 
Entering Unmasked Estep 
Score: -9517915.000000 Penalty: 3381.738770
	Iteration 14Q: 3 clusters Score -9517915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 85908 members 
Entering Unmasked Estep 
Score: -9517958.000000 Penalty: 3381.738770
	Iteration 15Q: 3 clusters Score -9517958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -9517971.000000 Penalty: 3381.738770
	Iteration 16Q: 3 clusters Score -9517971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -9517984.000000 Penalty: 3381.738770
	Iteration 17Q: 3 clusters Score -9517984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -9517990.000000 Penalty: 3381.738770
	Iteration 18Q: 3 clusters Score -9517990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -9517992.000000 Penalty: 3381.738770
	Iteration 19Q: 3 clusters Score -9517992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -9517998.000000 Penalty: 3381.738770
	Iteration 20F: 3 clusters Score -9517998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -9517996.000000 Penalty: 3381.738770
	Iteration 21Q: 3 clusters Score -9517996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -9517996.000000 Penalty: 3381.738770
	Iteration 22F: 3 clusters Score -9517996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Entering Unmasked Estep 
Score: -4235917.000000 Penalty: 1569.209473
	Iteration 0F: 2 clusters Score -4235917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -4211210.500000 Penalty: 3138.418945
	Iteration 0F: 3 clusters Score -4211210 nChanged 17374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4220835.500000 Penalty: 3138.418945
	Iteration 1F: 3 clusters Score -4220836 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4221479.500000 Penalty: 3138.418945
	Iteration 2Q: 3 clusters Score -4221480 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -4222204.500000 Penalty: 3138.418945
	Iteration 3Q: 3 clusters Score -4222204 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -4223035.500000 Penalty: 3138.418945
	Iteration 4F: 3 clusters Score -4223036 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -4224067.500000 Penalty: 3138.418945
	Iteration 5F: 3 clusters Score -4224068 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -4225364.000000 Penalty: 3138.418945
	Iteration 6F: 3 clusters Score -4225364 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4226786.000000 Penalty: 3138.418945
	Iteration 7F: 3 clusters Score -4226786 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -4228326.500000 Penalty: 3138.418945
	Iteration 8F: 3 clusters Score -4228326 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4229917.000000 Penalty: 3138.418945
	Iteration 9F: 3 clusters Score -4229917 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4231320.500000 Penalty: 3138.418945
	Iteration 10Q: 3 clusters Score -4231320 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -4232424.000000 Penalty: 3138.418945
	Iteration 11Q: 3 clusters Score -4232424 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4233288.000000 Penalty: 3138.418945
	Iteration 12Q: 3 clusters Score -4233288 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -4233830.500000 Penalty: 3138.418945
	Iteration 13Q: 3 clusters Score -4233830 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -4234156.500000 Penalty: 3138.418945
	Iteration 14Q: 3 clusters Score -4234156 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -4234325.000000 Penalty: 3138.418945
	Iteration 15Q: 3 clusters Score -4234325 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -4234434.000000 Penalty: 3138.418945
	Iteration 16Q: 3 clusters Score -4234434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4234525.500000 Penalty: 3138.418945
	Iteration 17Q: 3 clusters Score -4234526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -4234573.500000 Penalty: 3138.418945
	Iteration 18Q: 3 clusters Score -4234574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -4234615.500000 Penalty: 3138.418945
	Iteration 19Q: 3 clusters Score -4234616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4234625.000000 Penalty: 3138.418945
	Iteration 20F: 3 clusters Score -4234625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4234640.000000 Penalty: 3138.418945
	Iteration 21Q: 3 clusters Score -4234640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4234657.000000 Penalty: 3138.418945
	Iteration 22Q: 3 clusters Score -4234657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -4234661.500000 Penalty: 3138.418945
	Iteration 23Q: 3 clusters Score -4234662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4234674.000000 Penalty: 3138.418945
	Iteration 24Q: 3 clusters Score -4234674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -4234677.000000 Penalty: 3138.418945
	Iteration 25Q: 3 clusters Score -4234677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -4234685.500000 Penalty: 3138.418945
	Iteration 26Q: 3 clusters Score -4234686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -4234688.000000 Penalty: 3138.418945
	Iteration 27Q: 3 clusters Score -4234688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4234691.500000 Penalty: 3138.418945
	Iteration 28Q: 3 clusters Score -4234692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4234691.500000 Penalty: 3138.418945
	Iteration 29F: 3 clusters Score -4234692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -197431.703125 Penalty: 1117.633545
	Iteration 0F: 2 clusters Score -197431.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -195677.328125 Penalty: 2235.267090
	Iteration 0F: 3 clusters Score -195677.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196089.812500 Penalty: 2235.267090
	Iteration 1F: 3 clusters Score -196089.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196203.609375 Penalty: 2235.267090
	Iteration 2F: 3 clusters Score -196203.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -196259.000000 Penalty: 2235.267090
	Iteration 3Q: 3 clusters Score -196259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -196284.765625 Penalty: 2235.267090
	Iteration 4Q: 3 clusters Score -196284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -196298.359375 Penalty: 2235.267090
	Iteration 5Q: 3 clusters Score -196298.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -196307.281250 Penalty: 2235.267090
	Iteration 6Q: 3 clusters Score -196307.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -196318.953125 Penalty: 2235.267090
	Iteration 7Q: 3 clusters Score -196319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -196328.234375 Penalty: 2235.267090
	Iteration 8Q: 3 clusters Score -196328.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -196335.062500 Penalty: 2235.267090
	Iteration 9Q: 3 clusters Score -196335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -196338.140625 Penalty: 2235.267090
	Iteration 10Q: 3 clusters Score -196338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -196341.078125 Penalty: 2235.267090
	Iteration 11Q: 3 clusters Score -196341.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -196344.171875 Penalty: 2235.267090
	Iteration 12Q: 3 clusters Score -196344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -196345.484375 Penalty: 2235.267090
	Iteration 13Q: 3 clusters Score -196345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -196348.484375 Penalty: 2235.267090
	Iteration 14Q: 3 clusters Score -196348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -196350.156250 Penalty: 2235.267090
	Iteration 15Q: 3 clusters Score -196350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -196354.343750 Penalty: 2235.267090
	Iteration 16Q: 3 clusters Score -196354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -196356.609375 Penalty: 2235.267090
	Iteration 17Q: 3 clusters Score -196356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -196359.531250 Penalty: 2235.267090
	Iteration 18Q: 3 clusters Score -196359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -196360.750000 Penalty: 2235.267090
	Iteration 19Q: 3 clusters Score -196360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -196362.125000 Penalty: 2235.267090
	Iteration 20F: 3 clusters Score -196362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -196365.562500 Penalty: 2235.267090
	Iteration 21Q: 3 clusters Score -196365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -196365.843750 Penalty: 2235.267090
	Iteration 22Q: 3 clusters Score -196365.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -196365.843750 Penalty: 2235.267090
	Iteration 23F: 3 clusters Score -196365.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Entering Unmasked Estep 
Score: -5749868.500000 Penalty: 1618.119019
	Iteration 0F: 2 clusters Score -5749868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5715472.500000 Penalty: 3236.238037
	Iteration 0F: 3 clusters Score -5715472 nChanged 24386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5729397.500000 Penalty: 3236.238037
	Iteration 1F: 3 clusters Score -5729398 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -5730352.500000 Penalty: 3236.238037
	Iteration 2Q: 3 clusters Score -5730352 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -5731332.000000 Penalty: 3236.238037
	Iteration 3Q: 3 clusters Score -5731332 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -5732522.500000 Penalty: 3236.238037
	Iteration 4Q: 3 clusters Score -5732522 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -5733956.500000 Penalty: 3236.238037
	Iteration 5F: 3 clusters Score -5733956 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -5735534.000000 Penalty: 3236.238037
	Iteration 6F: 3 clusters Score -5735534 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -5737363.000000 Penalty: 3236.238037
	Iteration 7F: 3 clusters Score -5737363 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -5739399.500000 Penalty: 3236.238037
	Iteration 8F: 3 clusters Score -5739400 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -5741488.500000 Penalty: 3236.238037
	Iteration 9F: 3 clusters Score -5741488 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -5743300.000000 Penalty: 3236.238037
	Iteration 10Q: 3 clusters Score -5743300 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -5744817.500000 Penalty: 3236.238037
	Iteration 11Q: 3 clusters Score -5744818 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -5746014.000000 Penalty: 3236.238037
	Iteration 12Q: 3 clusters Score -5746014 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -5746867.500000 Penalty: 3236.238037
	Iteration 13Q: 3 clusters Score -5746868 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -5747476.500000 Penalty: 3236.238037
	Iteration 14Q: 3 clusters Score -5747476 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -5747863.500000 Penalty: 3236.238037
	Iteration 15Q: 3 clusters Score -5747864 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -5748111.000000 Penalty: 3236.238037
	Iteration 16Q: 3 clusters Score -5748111 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -5748264.500000 Penalty: 3236.238037
	Iteration 17Q: 3 clusters Score -5748264 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -5748381.500000 Penalty: 3236.238037
	Iteration 18Q: 3 clusters Score -5748382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -5748450.000000 Penalty: 3236.238037
	Iteration 19Q: 3 clusters Score -5748450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -5748494.000000 Penalty: 3236.238037
	Iteration 20F: 3 clusters Score -5748494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -5748531.500000 Penalty: 3236.238037
	Iteration 21Q: 3 clusters Score -5748532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -5748554.000000 Penalty: 3236.238037
	Iteration 22Q: 3 clusters Score -5748554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -5748584.000000 Penalty: 3236.238037
	Iteration 23Q: 3 clusters Score -5748584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -5748607.000000 Penalty: 3236.238037
	Iteration 24Q: 3 clusters Score -5748607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -5748619.000000 Penalty: 3236.238037
	Iteration 25Q: 3 clusters Score -5748619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -5748627.000000 Penalty: 3236.238037
	Iteration 26Q: 3 clusters Score -5748627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -5748627.500000 Penalty: 3236.238037
	Iteration 27Q: 3 clusters Score -5748628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -5748631.500000 Penalty: 3236.238037
	Iteration 28Q: 3 clusters Score -5748632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -5748642.000000 Penalty: 3236.238037
	Iteration 29Q: 3 clusters Score -5748642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -5748659.500000 Penalty: 3236.238037
	Iteration 30Q: 3 clusters Score -5748660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -5748663.500000 Penalty: 3236.238037
	Iteration 31Q: 3 clusters Score -5748664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -5748677.000000 Penalty: 3236.238037
	Iteration 32Q: 3 clusters Score -5748677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -5748684.000000 Penalty: 3236.238037
	Iteration 33Q: 3 clusters Score -5748684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -5748687.000000 Penalty: 3236.238037
	Iteration 34Q: 3 clusters Score -5748687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -5748694.000000 Penalty: 3236.238037
	Iteration 35Q: 3 clusters Score -5748694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -5748691.500000 Penalty: 3236.238037
	Iteration 36Q: 3 clusters Score -5748692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -5748694.000000 Penalty: 3236.238037
	Iteration 37Q: 3 clusters Score -5748694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -5748692.500000 Penalty: 3236.238037
	Iteration 38Q: 3 clusters Score -5748692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -5748702.500000 Penalty: 3236.238037
	Iteration 39Q: 3 clusters Score -5748702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -5748701.000000 Penalty: 3236.238037
	Iteration 40F: 3 clusters Score -5748701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -5748703.000000 Penalty: 3236.238037
	Iteration 41Q: 3 clusters Score -5748703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -5748704.500000 Penalty: 3236.238037
	Iteration 42Q: 3 clusters Score -5748704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -5748703.500000 Penalty: 3236.238037
	Iteration 43Q: 3 clusters Score -5748704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -5748712.000000 Penalty: 3236.238037
	Iteration 44Q: 3 clusters Score -5748712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -5748716.500000 Penalty: 3236.238037
	Iteration 45Q: 3 clusters Score -5748716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -5748723.500000 Penalty: 3236.238037
	Iteration 46Q: 3 clusters Score -5748724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -5748728.500000 Penalty: 3236.238037
	Iteration 47Q: 3 clusters Score -5748728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -5748726.500000 Penalty: 3236.238037
	Iteration 48Q: 3 clusters Score -5748726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -5748727.000000 Penalty: 3236.238037
	Iteration 49Q: 3 clusters Score -5748727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -5748727.000000 Penalty: 3236.238037
	Iteration 50F: 3 clusters Score -5748727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Entering Unmasked Estep 
Score: -1762538.000000 Penalty: 1443.773315
	Iteration 0F: 2 clusters Score -1762538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1751784.875000 Penalty: 2887.546631
	Iteration 0F: 3 clusters Score -1751785 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1755620.875000 Penalty: 2887.546631
	Iteration 1F: 3 clusters Score -1755621 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1756163.000000 Penalty: 2887.546631
	Iteration 2F: 3 clusters Score -1756163 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1756749.375000 Penalty: 2887.546631
	Iteration 3F: 3 clusters Score -1756749 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1757434.750000 Penalty: 2887.546631
	Iteration 4F: 3 clusters Score -1757435 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1758119.875000 Penalty: 2887.546631
	Iteration 5F: 3 clusters Score -1758120 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1758739.125000 Penalty: 2887.546631
	Iteration 6F: 3 clusters Score -1758739 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1759348.125000 Penalty: 2887.546631
	Iteration 7F: 3 clusters Score -1759348 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1759874.500000 Penalty: 2887.546631
	Iteration 8Q: 3 clusters Score -1759874 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1760370.000000 Penalty: 2887.546631
	Iteration 9Q: 3 clusters Score -1760370 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1760835.625000 Penalty: 2887.546631
	Iteration 10Q: 3 clusters Score -1760836 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1761159.375000 Penalty: 2887.546631
	Iteration 11Q: 3 clusters Score -1761159 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1761358.125000 Penalty: 2887.546631
	Iteration 12Q: 3 clusters Score -1761358 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1761465.125000 Penalty: 2887.546631
	Iteration 13Q: 3 clusters Score -1761465 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1761541.000000 Penalty: 2887.546631
	Iteration 14Q: 3 clusters Score -1761541 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1761581.375000 Penalty: 2887.546631
	Iteration 15Q: 3 clusters Score -1761581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1761604.000000 Penalty: 2887.546631
	Iteration 16Q: 3 clusters Score -1761604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1761622.250000 Penalty: 2887.546631
	Iteration 17Q: 3 clusters Score -1761622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1761633.000000 Penalty: 2887.546631
	Iteration 18Q: 3 clusters Score -1761633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1761639.000000 Penalty: 2887.546631
	Iteration 19Q: 3 clusters Score -1761639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1761653.250000 Penalty: 2887.546631
	Iteration 20F: 3 clusters Score -1761653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1761649.375000 Penalty: 2887.546631
	Iteration 21Q: 3 clusters Score -1761649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1761651.500000 Penalty: 2887.546631
	Iteration 22Q: 3 clusters Score -1761652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1761654.125000 Penalty: 2887.546631
	Iteration 23Q: 3 clusters Score -1761654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1761654.375000 Penalty: 2887.546631
	Iteration 24Q: 3 clusters Score -1761654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1761657.125000 Penalty: 2887.546631
	Iteration 25Q: 3 clusters Score -1761657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1761660.375000 Penalty: 2887.546631
	Iteration 26Q: 3 clusters Score -1761660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1761655.250000 Penalty: 2887.546631
	Iteration 27Q: 3 clusters Score -1761655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1761660.750000 Penalty: 2887.546631
	Iteration 28Q: 3 clusters Score -1761661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1761663.500000 Penalty: 2887.546631
	Iteration 29Q: 3 clusters Score -1761664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1761664.875000 Penalty: 2887.546631
	Iteration 30Q: 3 clusters Score -1761665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1761664.875000 Penalty: 2887.546631
	Iteration 31F: 3 clusters Score -1761665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -125277.210938 Penalty: 1063.673950
	Iteration 0F: 2 clusters Score -125277.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -123877.054688 Penalty: 2127.347900
	Iteration 0F: 3 clusters Score -123877.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -124260.867188 Penalty: 2127.347900
	Iteration 1F: 3 clusters Score -124260.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -124366.570312 Penalty: 2127.347900
	Iteration 2F: 3 clusters Score -124366.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124418.406250 Penalty: 2127.347900
	Iteration 3Q: 3 clusters Score -124418.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -124480.132812 Penalty: 2127.347900
	Iteration 4Q: 3 clusters Score -124480.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -124513.554688 Penalty: 2127.347900
	Iteration 5Q: 3 clusters Score -124513.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -124542.156250 Penalty: 2127.347900
	Iteration 6Q: 3 clusters Score -124542.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -124566.429688 Penalty: 2127.347900
	Iteration 7Q: 3 clusters Score -124566.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -124601.226562 Penalty: 2127.347900
	Iteration 8Q: 3 clusters Score -124601.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124629.703125 Penalty: 2127.347900
	Iteration 9Q: 3 clusters Score -124629.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -124647.429688 Penalty: 2127.347900
	Iteration 10Q: 3 clusters Score -124647.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124661.343750 Penalty: 2127.347900
	Iteration 11Q: 3 clusters Score -124661.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -124678.867188 Penalty: 2127.347900
	Iteration 12Q: 3 clusters Score -124678.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -124689.828125 Penalty: 2127.347900
	Iteration 13Q: 3 clusters Score -124689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -124707.304688 Penalty: 2127.347900
	Iteration 14Q: 3 clusters Score -124707.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124732.789062 Penalty: 2127.347900
	Iteration 15Q: 3 clusters Score -124732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -124740.710938 Penalty: 2127.347900
	Iteration 16Q: 3 clusters Score -124740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -124744.828125 Penalty: 2127.347900
	Iteration 17Q: 3 clusters Score -124744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -124750.289062 Penalty: 2127.347900
	Iteration 18Q: 3 clusters Score -124750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -124754.328125 Penalty: 2127.347900
	Iteration 19Q: 3 clusters Score -124754.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124760.421875 Penalty: 2127.347900
	Iteration 20F: 3 clusters Score -124760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -124765.257812 Penalty: 2127.347900
	Iteration 21Q: 3 clusters Score -124765.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -124770.742188 Penalty: 2127.347900
	Iteration 22Q: 3 clusters Score -124770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -124773.390625 Penalty: 2127.347900
	Iteration 23Q: 3 clusters Score -124773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -124774.679688 Penalty: 2127.347900
	Iteration 24Q: 3 clusters Score -124774.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -124774.679688 Penalty: 2127.347900
	Iteration 25F: 3 clusters Score -124774.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (95291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Entering Unmasked Estep 
Score: -10558161.000000 Penalty: 1705.945923
	Iteration 0F: 2 clusters Score -1.055816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -10495656.000000 Penalty: 3411.891846
	Iteration 0F: 3 clusters Score -1.049566e+07 nChanged 45077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -10522977.000000 Penalty: 3411.891846
	Iteration 1F: 3 clusters Score -1.052298e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -10525423.000000 Penalty: 3411.891846
	Iteration 2F: 3 clusters Score -1.052542e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -10528701.000000 Penalty: 3411.891846
	Iteration 3F: 3 clusters Score -1.05287e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -10532100.000000 Penalty: 3411.891846
	Iteration 4F: 3 clusters Score -1.05321e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -10535170.000000 Penalty: 3411.891846
	Iteration 5F: 3 clusters Score -1.053517e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -10537629.000000 Penalty: 3411.891846
	Iteration 6F: 3 clusters Score -1.053763e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -10539527.000000 Penalty: 3411.891846
	Iteration 7Q: 3 clusters Score -1.053953e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -10541077.000000 Penalty: 3411.891846
	Iteration 8Q: 3 clusters Score -1.054108e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -10542611.000000 Penalty: 3411.891846
	Iteration 9Q: 3 clusters Score -1.054261e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -10544347.000000 Penalty: 3411.891846
	Iteration 10Q: 3 clusters Score -1.054435e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -10546107.000000 Penalty: 3411.891846
	Iteration 11Q: 3 clusters Score -1.054611e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -10548189.000000 Penalty: 3411.891846
	Iteration 12Q: 3 clusters Score -1.054819e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -10550303.000000 Penalty: 3411.891846
	Iteration 13Q: 3 clusters Score -1.05503e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -10552259.000000 Penalty: 3411.891846
	Iteration 14Q: 3 clusters Score -1.055226e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -10554042.000000 Penalty: 3411.891846
	Iteration 15Q: 3 clusters Score -1.055404e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -10555423.000000 Penalty: 3411.891846
	Iteration 16Q: 3 clusters Score -1.055542e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -10556420.000000 Penalty: 3411.891846
	Iteration 17Q: 3 clusters Score -1.055642e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -10557089.000000 Penalty: 3411.891846
	Iteration 18Q: 3 clusters Score -1.055709e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -10557475.000000 Penalty: 3411.891846
	Iteration 19Q: 3 clusters Score -1.055748e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -10557805.000000 Penalty: 3411.891846
	Iteration 20F: 3 clusters Score -1.05578e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -10557985.000000 Penalty: 3411.891846
	Iteration 21Q: 3 clusters Score -1.055798e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -10558107.000000 Penalty: 3411.891846
	Iteration 22Q: 3 clusters Score -1.055811e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -10558158.000000 Penalty: 3411.891846
	Iteration 23Q: 3 clusters Score -1.055816e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -10558227.000000 Penalty: 3411.891846
	Iteration 24Q: 3 clusters Score -1.055823e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91517 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -10558306.000000 Penalty: 3411.891846
	Iteration 25Q: 3 clusters Score -1.055831e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -10558350.000000 Penalty: 3411.891846
	Iteration 26Q: 3 clusters Score -1.055835e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -10558376.000000 Penalty: 3411.891846
	Iteration 27Q: 3 clusters Score -1.055838e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -10558373.000000 Penalty: 3411.891846
	Iteration 28Q: 3 clusters Score -1.055837e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -10558398.000000 Penalty: 3411.891846
	Iteration 29Q: 3 clusters Score -1.05584e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -10558422.000000 Penalty: 3411.891846
	Iteration 30Q: 3 clusters Score -1.055842e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10558427.000000 Penalty: 3411.891846
	Iteration 31Q: 3 clusters Score -1.055843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -10558427.000000 Penalty: 3411.891846
	Iteration 32Q: 3 clusters Score -1.055843e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -10558424.000000 Penalty: 3411.891846
	Iteration 33Q: 3 clusters Score -1.055842e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92196 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -10558438.000000 Penalty: 3411.891846
	Iteration 34Q: 3 clusters Score -1.055844e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -10558453.000000 Penalty: 3411.891846
	Iteration 35Q: 3 clusters Score -1.055845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -10558445.000000 Penalty: 3411.891846
	Iteration 36Q: 3 clusters Score -1.055844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -10558453.000000 Penalty: 3411.891846
	Iteration 37Q: 3 clusters Score -1.055845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92288 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -10558466.000000 Penalty: 3411.891846
	Iteration 38Q: 3 clusters Score -1.055847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92303 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -10558458.000000 Penalty: 3411.891846
	Iteration 39Q: 3 clusters Score -1.055846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -10558460.000000 Penalty: 3411.891846
	Iteration 40F: 3 clusters Score -1.055846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -10558471.000000 Penalty: 3411.891846
	Iteration 41Q: 3 clusters Score -1.055847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92335 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -10558477.000000 Penalty: 3411.891846
	Iteration 42Q: 3 clusters Score -1.055848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92343 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -10558473.000000 Penalty: 3411.891846
	Iteration 43Q: 3 clusters Score -1.055847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -10558475.000000 Penalty: 3411.891846
	Iteration 44Q: 3 clusters Score -1.055848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -10558480.000000 Penalty: 3411.891846
	Iteration 45Q: 3 clusters Score -1.055848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -10558484.000000 Penalty: 3411.891846
	Iteration 46Q: 3 clusters Score -1.055848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -10558481.000000 Penalty: 3411.891846
	Iteration 47Q: 3 clusters Score -1.055848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -10558473.000000 Penalty: 3411.891846
	Iteration 48Q: 3 clusters Score -1.055847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -10558477.000000 Penalty: 3411.891846
	Iteration 49Q: 3 clusters Score -1.055848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -10558472.000000 Penalty: 3411.891846
	Iteration 50Q: 3 clusters Score -1.055847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92377 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -10558475.000000 Penalty: 3411.891846
	Iteration 51Q: 3 clusters Score -1.055848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92379 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -10558476.000000 Penalty: 3411.891846
	Iteration 52Q: 3 clusters Score -1.055848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -10558473.000000 Penalty: 3411.891846
	Iteration 53Q: 3 clusters Score -1.055847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -10558470.000000 Penalty: 3411.891846
	Iteration 54Q: 3 clusters Score -1.055847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92383 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -10558471.000000 Penalty: 3411.891846
	Iteration 55Q: 3 clusters Score -1.055847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92384 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -10558471.000000 Penalty: 3411.891846
	Iteration 56Q: 3 clusters Score -1.055847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -10558471.000000 Penalty: 3411.891846
	Iteration 57Q: 3 clusters Score -1.055847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -10558469.000000 Penalty: 3411.891846
	Iteration 58Q: 3 clusters Score -1.055847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92386 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -10558468.000000 Penalty: 3411.891846
	Iteration 59Q: 3 clusters Score -1.055847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92389 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -10558467.000000 Penalty: 3411.891846
	Iteration 60F: 3 clusters Score -1.055847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30429 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31035 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38016 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52810 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 92389 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 28995 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13743 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38591 members 
Entering Unmasked Estep 
Score: -78714824.000000 Penalty: 50248.105469
Splitting cluster 14 changes total score from -78714560.000000 to -78714824.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 15 (40853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Entering Unmasked Estep 
Score: -4499555.000000 Penalty: 1579.919189
	Iteration 0F: 2 clusters Score -4499555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -4472953.000000 Penalty: 3159.838379
	Iteration 0F: 3 clusters Score -4472953 nChanged 18776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4483323.500000 Penalty: 3159.838379
	Iteration 1F: 3 clusters Score -4483324 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4483883.500000 Penalty: 3159.838379
	Iteration 2Q: 3 clusters Score -4483884 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4484428.000000 Penalty: 3159.838379
	Iteration 3Q: 3 clusters Score -4484428 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -4485065.500000 Penalty: 3159.838379
	Iteration 4Q: 3 clusters Score -4485066 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4485735.000000 Penalty: 3159.838379
	Iteration 5Q: 3 clusters Score -4485735 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4486462.000000 Penalty: 3159.838379
	Iteration 6Q: 3 clusters Score -4486462 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4487187.000000 Penalty: 3159.838379
	Iteration 7Q: 3 clusters Score -4487187 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4487870.000000 Penalty: 3159.838379
	Iteration 8Q: 3 clusters Score -4487870 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4488444.500000 Penalty: 3159.838379
	Iteration 9Q: 3 clusters Score -4488444 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -4488955.000000 Penalty: 3159.838379
	Iteration 10Q: 3 clusters Score -4488955 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -4489480.500000 Penalty: 3159.838379
	Iteration 11Q: 3 clusters Score -4489480 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -4490026.000000 Penalty: 3159.838379
	Iteration 12Q: 3 clusters Score -4490026 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -4490581.000000 Penalty: 3159.838379
	Iteration 13Q: 3 clusters Score -4490581 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -4491288.000000 Penalty: 3159.838379
	Iteration 14Q: 3 clusters Score -4491288 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -4492109.500000 Penalty: 3159.838379
	Iteration 15Q: 3 clusters Score -4492110 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -4493039.500000 Penalty: 3159.838379
	Iteration 16Q: 3 clusters Score -4493040 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -4494059.000000 Penalty: 3159.838379
	Iteration 17Q: 3 clusters Score -4494059 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4495098.500000 Penalty: 3159.838379
	Iteration 18Q: 3 clusters Score -4495098 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4495984.500000 Penalty: 3159.838379
	Iteration 19Q: 3 clusters Score -4495984 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4496700.000000 Penalty: 3159.838379
	Iteration 20F: 3 clusters Score -4496700 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -4497311.000000 Penalty: 3159.838379
	Iteration 21Q: 3 clusters Score -4497311 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4497734.000000 Penalty: 3159.838379
	Iteration 22Q: 3 clusters Score -4497734 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4497991.000000 Penalty: 3159.838379
	Iteration 23Q: 3 clusters Score -4497991 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -4498165.500000 Penalty: 3159.838379
	Iteration 24Q: 3 clusters Score -4498166 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -4498272.000000 Penalty: 3159.838379
	Iteration 25Q: 3 clusters Score -4498272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -4498366.500000 Penalty: 3159.838379
	Iteration 26Q: 3 clusters Score -4498366 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -4498444.000000 Penalty: 3159.838379
	Iteration 27Q: 3 clusters Score -4498444 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -4498488.500000 Penalty: 3159.838379
	Iteration 28Q: 3 clusters Score -4498488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -4498527.000000 Penalty: 3159.838379
	Iteration 29Q: 3 clusters Score -4498527 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -4498558.500000 Penalty: 3159.838379
	Iteration 30Q: 3 clusters Score -4498558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -4498574.500000 Penalty: 3159.838379
	Iteration 31Q: 3 clusters Score -4498574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -4498583.500000 Penalty: 3159.838379
	Iteration 32Q: 3 clusters Score -4498584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4498594.000000 Penalty: 3159.838379
	Iteration 33Q: 3 clusters Score -4498594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -4498607.000000 Penalty: 3159.838379
	Iteration 34Q: 3 clusters Score -4498607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -4498616.500000 Penalty: 3159.838379
	Iteration 35Q: 3 clusters Score -4498616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -4498622.500000 Penalty: 3159.838379
	Iteration 36Q: 3 clusters Score -4498622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -4498632.500000 Penalty: 3159.838379
	Iteration 37Q: 3 clusters Score -4498632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -4498635.500000 Penalty: 3159.838379
	Iteration 38Q: 3 clusters Score -4498636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -4498632.000000 Penalty: 3159.838379
	Iteration 39Q: 3 clusters Score -4498632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -4498642.500000 Penalty: 3159.838379
	Iteration 40F: 3 clusters Score -4498642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -4498652.000000 Penalty: 3159.838379
	Iteration 41Q: 3 clusters Score -4498652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -4498657.500000 Penalty: 3159.838379
	Iteration 42Q: 3 clusters Score -4498658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -4498655.000000 Penalty: 3159.838379
	Iteration 43Q: 3 clusters Score -4498655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -4498661.500000 Penalty: 3159.838379
	Iteration 44Q: 3 clusters Score -4498662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4498669.000000 Penalty: 3159.838379
	Iteration 45Q: 3 clusters Score -4498669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -4498677.000000 Penalty: 3159.838379
	Iteration 46Q: 3 clusters Score -4498677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -4498674.500000 Penalty: 3159.838379
	Iteration 47Q: 3 clusters Score -4498674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4498678.500000 Penalty: 3159.838379
	Iteration 48Q: 3 clusters Score -4498678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -4498682.500000 Penalty: 3159.838379
	Iteration 49Q: 3 clusters Score -4498682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -4498692.000000 Penalty: 3159.838379
	Iteration 50Q: 3 clusters Score -4498692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -4498688.500000 Penalty: 3159.838379
	Iteration 51Q: 3 clusters Score -4498688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4498695.500000 Penalty: 3159.838379
	Iteration 52Q: 3 clusters Score -4498696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4498698.000000 Penalty: 3159.838379
	Iteration 53Q: 3 clusters Score -4498698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -4498697.000000 Penalty: 3159.838379
	Iteration 54Q: 3 clusters Score -4498697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -4498700.500000 Penalty: 3159.838379
	Iteration 55Q: 3 clusters Score -4498700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -4498700.000000 Penalty: 3159.838379
	Iteration 56Q: 3 clusters Score -4498700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -4498698.000000 Penalty: 3159.838379
	Iteration 57Q: 3 clusters Score -4498698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -4498697.000000 Penalty: 3159.838379
	Iteration 58Q: 3 clusters Score -4498697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -4498697.000000 Penalty: 3159.838379
	Iteration 59F: 3 clusters Score -4498697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Entering Unmasked Estep 
Score: -1690519.125000 Penalty: 1431.761353
	Iteration 0F: 2 clusters Score -1690519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1680552.750000 Penalty: 2863.522705
	Iteration 0F: 3 clusters Score -1680553 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1684080.375000 Penalty: 2863.522705
	Iteration 1F: 3 clusters Score -1684080 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1684422.375000 Penalty: 2863.522705
	Iteration 2F: 3 clusters Score -1684422 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1684687.250000 Penalty: 2863.522705
	Iteration 3Q: 3 clusters Score -1684687 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1684939.250000 Penalty: 2863.522705
	Iteration 4Q: 3 clusters Score -1684939 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1685170.000000 Penalty: 2863.522705
	Iteration 5Q: 3 clusters Score -1685170 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1685394.250000 Penalty: 2863.522705
	Iteration 6Q: 3 clusters Score -1685394 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1685621.375000 Penalty: 2863.522705
	Iteration 7Q: 3 clusters Score -1685621 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1685882.250000 Penalty: 2863.522705
	Iteration 8Q: 3 clusters Score -1685882 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1686182.875000 Penalty: 2863.522705
	Iteration 9Q: 3 clusters Score -1686183 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1686500.875000 Penalty: 2863.522705
	Iteration 10Q: 3 clusters Score -1686501 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1686836.250000 Penalty: 2863.522705
	Iteration 11Q: 3 clusters Score -1686836 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1687183.250000 Penalty: 2863.522705
	Iteration 12Q: 3 clusters Score -1687183 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1687513.625000 Penalty: 2863.522705
	Iteration 13Q: 3 clusters Score -1687514 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1687828.750000 Penalty: 2863.522705
	Iteration 14Q: 3 clusters Score -1687829 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1688125.750000 Penalty: 2863.522705
	Iteration 15Q: 3 clusters Score -1688126 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1688388.625000 Penalty: 2863.522705
	Iteration 16Q: 3 clusters Score -1688389 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1688596.125000 Penalty: 2863.522705
	Iteration 17Q: 3 clusters Score -1688596 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1688741.750000 Penalty: 2863.522705
	Iteration 18Q: 3 clusters Score -1688742 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1688864.875000 Penalty: 2863.522705
	Iteration 19Q: 3 clusters Score -1688865 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1688969.250000 Penalty: 2863.522705
	Iteration 20F: 3 clusters Score -1688969 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1689076.750000 Penalty: 2863.522705
	Iteration 21Q: 3 clusters Score -1689077 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1689156.375000 Penalty: 2863.522705
	Iteration 22Q: 3 clusters Score -1689156 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1689212.125000 Penalty: 2863.522705
	Iteration 23Q: 3 clusters Score -1689212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1689264.500000 Penalty: 2863.522705
	Iteration 24Q: 3 clusters Score -1689264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1689305.125000 Penalty: 2863.522705
	Iteration 25Q: 3 clusters Score -1689305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1689329.875000 Penalty: 2863.522705
	Iteration 26Q: 3 clusters Score -1689330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1689347.250000 Penalty: 2863.522705
	Iteration 27Q: 3 clusters Score -1689347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1689368.875000 Penalty: 2863.522705
	Iteration 28Q: 3 clusters Score -1689369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1689377.375000 Penalty: 2863.522705
	Iteration 29Q: 3 clusters Score -1689377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1689386.125000 Penalty: 2863.522705
	Iteration 30Q: 3 clusters Score -1689386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1689392.375000 Penalty: 2863.522705
	Iteration 31Q: 3 clusters Score -1689392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1689406.250000 Penalty: 2863.522705
	Iteration 32Q: 3 clusters Score -1689406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1689411.125000 Penalty: 2863.522705
	Iteration 33Q: 3 clusters Score -1689411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1689416.875000 Penalty: 2863.522705
	Iteration 34Q: 3 clusters Score -1689417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1689418.000000 Penalty: 2863.522705
	Iteration 35Q: 3 clusters Score -1689418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1689419.250000 Penalty: 2863.522705
	Iteration 36Q: 3 clusters Score -1689419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1689421.000000 Penalty: 2863.522705
	Iteration 37Q: 3 clusters Score -1689421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1689424.125000 Penalty: 2863.522705
	Iteration 38Q: 3 clusters Score -1689424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1689422.375000 Penalty: 2863.522705
	Iteration 39Q: 3 clusters Score -1689422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1689422.375000 Penalty: 2863.522705
	Iteration 40F: 3 clusters Score -1689422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Entering Unmasked Estep 
Score: -1483744.125000 Penalty: 1418.079346
	Iteration 0F: 2 clusters Score -1483744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1474521.500000 Penalty: 2836.158691
	Iteration 0F: 3 clusters Score -1474522 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1477686.375000 Penalty: 2836.158691
	Iteration 1F: 3 clusters Score -1477686 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1478061.125000 Penalty: 2836.158691
	Iteration 2F: 3 clusters Score -1478061 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1478376.000000 Penalty: 2836.158691
	Iteration 3F: 3 clusters Score -1478376 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1478666.250000 Penalty: 2836.158691
	Iteration 4Q: 3 clusters Score -1478666 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1478944.875000 Penalty: 2836.158691
	Iteration 5Q: 3 clusters Score -1478945 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1479222.250000 Penalty: 2836.158691
	Iteration 6Q: 3 clusters Score -1479222 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1479495.125000 Penalty: 2836.158691
	Iteration 7Q: 3 clusters Score -1479495 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1479813.750000 Penalty: 2836.158691
	Iteration 8Q: 3 clusters Score -1479814 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1480162.750000 Penalty: 2836.158691
	Iteration 9Q: 3 clusters Score -1480163 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1480545.750000 Penalty: 2836.158691
	Iteration 10Q: 3 clusters Score -1480546 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1480961.875000 Penalty: 2836.158691
	Iteration 11Q: 3 clusters Score -1480962 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1481392.250000 Penalty: 2836.158691
	Iteration 12Q: 3 clusters Score -1481392 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1481782.625000 Penalty: 2836.158691
	Iteration 13Q: 3 clusters Score -1481783 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1482054.875000 Penalty: 2836.158691
	Iteration 14Q: 3 clusters Score -1482055 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1482242.875000 Penalty: 2836.158691
	Iteration 15Q: 3 clusters Score -1482243 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1482354.625000 Penalty: 2836.158691
	Iteration 16Q: 3 clusters Score -1482355 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1482422.000000 Penalty: 2836.158691
	Iteration 17Q: 3 clusters Score -1482422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1482471.625000 Penalty: 2836.158691
	Iteration 18Q: 3 clusters Score -1482472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1482508.750000 Penalty: 2836.158691
	Iteration 19Q: 3 clusters Score -1482509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1482530.875000 Penalty: 2836.158691
	Iteration 20F: 3 clusters Score -1482531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1482550.000000 Penalty: 2836.158691
	Iteration 21Q: 3 clusters Score -1482550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1482568.625000 Penalty: 2836.158691
	Iteration 22Q: 3 clusters Score -1482569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1482579.375000 Penalty: 2836.158691
	Iteration 23Q: 3 clusters Score -1482579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1482584.875000 Penalty: 2836.158691
	Iteration 24Q: 3 clusters Score -1482585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1482593.750000 Penalty: 2836.158691
	Iteration 25Q: 3 clusters Score -1482594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1482598.250000 Penalty: 2836.158691
	Iteration 26Q: 3 clusters Score -1482598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1482598.125000 Penalty: 2836.158691
	Iteration 27Q: 3 clusters Score -1482598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1482600.625000 Penalty: 2836.158691
	Iteration 28Q: 3 clusters Score -1482601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1482608.125000 Penalty: 2836.158691
	Iteration 29Q: 3 clusters Score -1482608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1482615.125000 Penalty: 2836.158691
	Iteration 30Q: 3 clusters Score -1482615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1482617.875000 Penalty: 2836.158691
	Iteration 31Q: 3 clusters Score -1482618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1482620.625000 Penalty: 2836.158691
	Iteration 32Q: 3 clusters Score -1482621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1482620.625000 Penalty: 2836.158691
	Iteration 33F: 3 clusters Score -1482621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Entering Unmasked Estep 
Score: -588961.500000 Penalty: 1286.959717
	Iteration 0F: 2 clusters Score -588961.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -584906.312500 Penalty: 2573.919434
	Iteration 0F: 3 clusters Score -584906.3 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -586235.250000 Penalty: 2573.919434
	Iteration 1F: 3 clusters Score -586235.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -586503.750000 Penalty: 2573.919434
	Iteration 2F: 3 clusters Score -586503.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -586691.687500 Penalty: 2573.919434
	Iteration 3F: 3 clusters Score -586691.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -586814.625000 Penalty: 2573.919434
	Iteration 4Q: 3 clusters Score -586814.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -586925.875000 Penalty: 2573.919434
	Iteration 5Q: 3 clusters Score -586925.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -587041.375000 Penalty: 2573.919434
	Iteration 6Q: 3 clusters Score -587041.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -587157.250000 Penalty: 2573.919434
	Iteration 7Q: 3 clusters Score -587157.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -587275.437500 Penalty: 2573.919434
	Iteration 8Q: 3 clusters Score -587275.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -587408.437500 Penalty: 2573.919434
	Iteration 9Q: 3 clusters Score -587408.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -587572.375000 Penalty: 2573.919434
	Iteration 10Q: 3 clusters Score -587572.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -587749.125000 Penalty: 2573.919434
	Iteration 11Q: 3 clusters Score -587749.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -587917.875000 Penalty: 2573.919434
	Iteration 12Q: 3 clusters Score -587917.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -588079.312500 Penalty: 2573.919434
	Iteration 13Q: 3 clusters Score -588079.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -588262.375000 Penalty: 2573.919434
	Iteration 14Q: 3 clusters Score -588262.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -588399.562500 Penalty: 2573.919434
	Iteration 15Q: 3 clusters Score -588399.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -588534.812500 Penalty: 2573.919434
	Iteration 16Q: 3 clusters Score -588534.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -588668.687500 Penalty: 2573.919434
	Iteration 17Q: 3 clusters Score -588668.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -588782.500000 Penalty: 2573.919434
	Iteration 18Q: 3 clusters Score -588782.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -588865.562500 Penalty: 2573.919434
	Iteration 19Q: 3 clusters Score -588865.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -588919.750000 Penalty: 2573.919434
	Iteration 20F: 3 clusters Score -588919.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -588949.687500 Penalty: 2573.919434
	Iteration 21Q: 3 clusters Score -588949.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -588968.312500 Penalty: 2573.919434
	Iteration 22Q: 3 clusters Score -588968.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -588977.437500 Penalty: 2573.919434
	Iteration 23Q: 3 clusters Score -588977.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -588985.562500 Penalty: 2573.919434
	Iteration 24Q: 3 clusters Score -588985.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -588988.875000 Penalty: 2573.919434
	Iteration 25Q: 3 clusters Score -588988.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -588993.250000 Penalty: 2573.919434
	Iteration 26Q: 3 clusters Score -588993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -588994.062500 Penalty: 2573.919434
	Iteration 27Q: 3 clusters Score -588994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -588994.562500 Penalty: 2573.919434
	Iteration 28Q: 3 clusters Score -588994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -588995.062500 Penalty: 2573.919434
	Iteration 29Q: 3 clusters Score -588995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -588995.625000 Penalty: 2573.919434
	Iteration 30Q: 3 clusters Score -588995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -588995.625000 Penalty: 2573.919434
	Iteration 31F: 3 clusters Score -588995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30429 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31035 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38016 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52810 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 92389 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 28995 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13743 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38591 members 
Mstep: Class 26 contains 3320 members 
Entering Unmasked Estep 
Score: -78714176.000000 Penalty: 52258.027344
Splitting cluster 18 changes total score from -78714560.000000 to -78714176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (28995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Entering Unmasked Estep 
Score: -3225831.750000 Penalty: 1528.901978
	Iteration 0F: 2 clusters Score -3225832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3207026.500000 Penalty: 3057.803955
	Iteration 0F: 3 clusters Score -3207026 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3214053.000000 Penalty: 3057.803955
	Iteration 1F: 3 clusters Score -3214053 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3214521.750000 Penalty: 3057.803955
	Iteration 2Q: 3 clusters Score -3214522 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3214965.250000 Penalty: 3057.803955
	Iteration 3Q: 3 clusters Score -3214965 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3215313.500000 Penalty: 3057.803955
	Iteration 4Q: 3 clusters Score -3215314 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3215613.000000 Penalty: 3057.803955
	Iteration 5Q: 3 clusters Score -3215613 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3215929.000000 Penalty: 3057.803955
	Iteration 6Q: 3 clusters Score -3215929 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3216275.000000 Penalty: 3057.803955
	Iteration 7Q: 3 clusters Score -3216275 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3216564.250000 Penalty: 3057.803955
	Iteration 8Q: 3 clusters Score -3216564 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3216923.250000 Penalty: 3057.803955
	Iteration 9Q: 3 clusters Score -3216923 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3217237.250000 Penalty: 3057.803955
	Iteration 10Q: 3 clusters Score -3217237 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -3217576.500000 Penalty: 3057.803955
	Iteration 11Q: 3 clusters Score -3217576 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3217911.250000 Penalty: 3057.803955
	Iteration 12Q: 3 clusters Score -3217911 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3218249.750000 Penalty: 3057.803955
	Iteration 13Q: 3 clusters Score -3218250 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3218555.750000 Penalty: 3057.803955
	Iteration 14Q: 3 clusters Score -3218556 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3218905.250000 Penalty: 3057.803955
	Iteration 15Q: 3 clusters Score -3218905 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3219274.500000 Penalty: 3057.803955
	Iteration 16Q: 3 clusters Score -3219274 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3219717.500000 Penalty: 3057.803955
	Iteration 17Q: 3 clusters Score -3219718 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3220171.750000 Penalty: 3057.803955
	Iteration 18Q: 3 clusters Score -3220172 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -3220669.250000 Penalty: 3057.803955
	Iteration 19Q: 3 clusters Score -3220669 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3221151.000000 Penalty: 3057.803955
	Iteration 20F: 3 clusters Score -3221151 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3221718.000000 Penalty: 3057.803955
	Iteration 21Q: 3 clusters Score -3221718 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3222289.750000 Penalty: 3057.803955
	Iteration 22Q: 3 clusters Score -3222290 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3222892.250000 Penalty: 3057.803955
	Iteration 23Q: 3 clusters Score -3222892 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3223371.500000 Penalty: 3057.803955
	Iteration 24Q: 3 clusters Score -3223372 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3223782.000000 Penalty: 3057.803955
	Iteration 25Q: 3 clusters Score -3223782 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3224084.000000 Penalty: 3057.803955
	Iteration 26Q: 3 clusters Score -3224084 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3224325.250000 Penalty: 3057.803955
	Iteration 27Q: 3 clusters Score -3224325 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3224495.250000 Penalty: 3057.803955
	Iteration 28Q: 3 clusters Score -3224495 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3224611.750000 Penalty: 3057.803955
	Iteration 29Q: 3 clusters Score -3224612 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3224699.250000 Penalty: 3057.803955
	Iteration 30Q: 3 clusters Score -3224699 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3224787.250000 Penalty: 3057.803955
	Iteration 31Q: 3 clusters Score -3224787 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3224843.500000 Penalty: 3057.803955
	Iteration 32Q: 3 clusters Score -3224844 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3224888.750000 Penalty: 3057.803955
	Iteration 33Q: 3 clusters Score -3224889 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3224927.000000 Penalty: 3057.803955
	Iteration 34Q: 3 clusters Score -3224927 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3224945.750000 Penalty: 3057.803955
	Iteration 35Q: 3 clusters Score -3224946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3224973.250000 Penalty: 3057.803955
	Iteration 36Q: 3 clusters Score -3224973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3224998.250000 Penalty: 3057.803955
	Iteration 37Q: 3 clusters Score -3224998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3225021.000000 Penalty: 3057.803955
	Iteration 38Q: 3 clusters Score -3225021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3225051.250000 Penalty: 3057.803955
	Iteration 39Q: 3 clusters Score -3225051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3225056.000000 Penalty: 3057.803955
	Iteration 40F: 3 clusters Score -3225056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3225072.000000 Penalty: 3057.803955
	Iteration 41Q: 3 clusters Score -3225072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3225075.750000 Penalty: 3057.803955
	Iteration 42Q: 3 clusters Score -3225076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3225085.750000 Penalty: 3057.803955
	Iteration 43Q: 3 clusters Score -3225086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3225096.000000 Penalty: 3057.803955
	Iteration 44Q: 3 clusters Score -3225096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3225097.750000 Penalty: 3057.803955
	Iteration 45Q: 3 clusters Score -3225098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3225095.750000 Penalty: 3057.803955
	Iteration 46Q: 3 clusters Score -3225096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3225105.250000 Penalty: 3057.803955
	Iteration 47Q: 3 clusters Score -3225105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3225107.000000 Penalty: 3057.803955
	Iteration 48Q: 3 clusters Score -3225107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3225107.000000 Penalty: 3057.803955
	Iteration 49Q: 3 clusters Score -3225107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3225111.500000 Penalty: 3057.803955
	Iteration 50Q: 3 clusters Score -3225112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3225111.000000 Penalty: 3057.803955
	Iteration 51Q: 3 clusters Score -3225111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3225122.250000 Penalty: 3057.803955
	Iteration 52Q: 3 clusters Score -3225122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3225119.000000 Penalty: 3057.803955
	Iteration 53Q: 3 clusters Score -3225119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3225124.500000 Penalty: 3057.803955
	Iteration 54Q: 3 clusters Score -3225124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3225122.000000 Penalty: 3057.803955
	Iteration 55Q: 3 clusters Score -3225122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3225123.000000 Penalty: 3057.803955
	Iteration 56Q: 3 clusters Score -3225123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3225121.750000 Penalty: 3057.803955
	Iteration 57Q: 3 clusters Score -3225122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3225126.500000 Penalty: 3057.803955
	Iteration 58Q: 3 clusters Score -3225126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3225128.000000 Penalty: 3057.803955
	Iteration 59Q: 3 clusters Score -3225128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3225132.500000 Penalty: 3057.803955
	Iteration 60F: 3 clusters Score -3225132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3225133.750000 Penalty: 3057.803955
	Iteration 61Q: 3 clusters Score -3225134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3225134.000000 Penalty: 3057.803955
	Iteration 62Q: 3 clusters Score -3225134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3225135.750000 Penalty: 3057.803955
	Iteration 63Q: 3 clusters Score -3225136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3225136.250000 Penalty: 3057.803955
	Iteration 64Q: 3 clusters Score -3225136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3225136.250000 Penalty: 3057.803955
	Iteration 65F: 3 clusters Score -3225136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Entering Unmasked Estep 
Score: -4368138.500000 Penalty: 1575.482788
	Iteration 0F: 2 clusters Score -4368138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -4342355.000000 Penalty: 3150.965576
	Iteration 0F: 3 clusters Score -4342355 nChanged 18101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4352395.500000 Penalty: 3150.965576
	Iteration 1F: 3 clusters Score -4352396 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4352957.500000 Penalty: 3150.965576
	Iteration 2Q: 3 clusters Score -4352958 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4353494.500000 Penalty: 3150.965576
	Iteration 3Q: 3 clusters Score -4353494 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4354195.500000 Penalty: 3150.965576
	Iteration 4Q: 3 clusters Score -4354196 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4355084.500000 Penalty: 3150.965576
	Iteration 5Q: 3 clusters Score -4355084 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -4356430.000000 Penalty: 3150.965576
	Iteration 6F: 3 clusters Score -4356430 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -4358318.500000 Penalty: 3150.965576
	Iteration 7F: 3 clusters Score -4358318 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4360803.000000 Penalty: 3150.965576
	Iteration 8F: 3 clusters Score -4360803 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4363296.500000 Penalty: 3150.965576
	Iteration 9F: 3 clusters Score -4363296 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4365105.000000 Penalty: 3150.965576
	Iteration 10Q: 3 clusters Score -4365105 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4365999.000000 Penalty: 3150.965576
	Iteration 11Q: 3 clusters Score -4365999 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4366443.500000 Penalty: 3150.965576
	Iteration 12Q: 3 clusters Score -4366444 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4366669.000000 Penalty: 3150.965576
	Iteration 13Q: 3 clusters Score -4366669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4366755.000000 Penalty: 3150.965576
	Iteration 14Q: 3 clusters Score -4366755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4366804.000000 Penalty: 3150.965576
	Iteration 15Q: 3 clusters Score -4366804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4366839.000000 Penalty: 3150.965576
	Iteration 16Q: 3 clusters Score -4366839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4366874.500000 Penalty: 3150.965576
	Iteration 17Q: 3 clusters Score -4366874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4366893.000000 Penalty: 3150.965576
	Iteration 18Q: 3 clusters Score -4366893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4366912.000000 Penalty: 3150.965576
	Iteration 19Q: 3 clusters Score -4366912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4366920.000000 Penalty: 3150.965576
	Iteration 20F: 3 clusters Score -4366920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4366922.000000 Penalty: 3150.965576
	Iteration 21Q: 3 clusters Score -4366922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4366927.000000 Penalty: 3150.965576
	Iteration 22Q: 3 clusters Score -4366927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4366930.000000 Penalty: 3150.965576
	Iteration 23Q: 3 clusters Score -4366930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4366930.000000 Penalty: 3150.965576
	Iteration 24F: 3 clusters Score -4366930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Entering Unmasked Estep 
Score: -2771604.000000 Penalty: 1505.299194
	Iteration 0F: 2 clusters Score -2771604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2755421.500000 Penalty: 3010.598389
	Iteration 0F: 3 clusters Score -2755422 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2761330.250000 Penalty: 3010.598389
	Iteration 1F: 3 clusters Score -2761330 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2761790.750000 Penalty: 3010.598389
	Iteration 2F: 3 clusters Score -2761791 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2762209.000000 Penalty: 3010.598389
	Iteration 3Q: 3 clusters Score -2762209 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2762579.250000 Penalty: 3010.598389
	Iteration 4Q: 3 clusters Score -2762579 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2762891.750000 Penalty: 3010.598389
	Iteration 5Q: 3 clusters Score -2762892 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2763161.000000 Penalty: 3010.598389
	Iteration 6Q: 3 clusters Score -2763161 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2763387.250000 Penalty: 3010.598389
	Iteration 7Q: 3 clusters Score -2763387 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2763599.250000 Penalty: 3010.598389
	Iteration 8Q: 3 clusters Score -2763599 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2763862.500000 Penalty: 3010.598389
	Iteration 9Q: 3 clusters Score -2763862 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2764130.500000 Penalty: 3010.598389
	Iteration 10Q: 3 clusters Score -2764130 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2764393.750000 Penalty: 3010.598389
	Iteration 11Q: 3 clusters Score -2764394 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2764642.250000 Penalty: 3010.598389
	Iteration 12Q: 3 clusters Score -2764642 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2764908.500000 Penalty: 3010.598389
	Iteration 13Q: 3 clusters Score -2764908 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2765143.000000 Penalty: 3010.598389
	Iteration 14Q: 3 clusters Score -2765143 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2765408.750000 Penalty: 3010.598389
	Iteration 15Q: 3 clusters Score -2765409 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2765710.500000 Penalty: 3010.598389
	Iteration 16Q: 3 clusters Score -2765710 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2766040.750000 Penalty: 3010.598389
	Iteration 17Q: 3 clusters Score -2766041 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2766447.500000 Penalty: 3010.598389
	Iteration 18Q: 3 clusters Score -2766448 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2766879.250000 Penalty: 3010.598389
	Iteration 19Q: 3 clusters Score -2766879 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2767383.750000 Penalty: 3010.598389
	Iteration 20F: 3 clusters Score -2767384 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2767917.250000 Penalty: 3010.598389
	Iteration 21Q: 3 clusters Score -2767917 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2768438.000000 Penalty: 3010.598389
	Iteration 22Q: 3 clusters Score -2768438 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2768953.000000 Penalty: 3010.598389
	Iteration 23Q: 3 clusters Score -2768953 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2769393.000000 Penalty: 3010.598389
	Iteration 24Q: 3 clusters Score -2769393 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2769731.000000 Penalty: 3010.598389
	Iteration 25Q: 3 clusters Score -2769731 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2769962.250000 Penalty: 3010.598389
	Iteration 26Q: 3 clusters Score -2769962 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2770133.250000 Penalty: 3010.598389
	Iteration 27Q: 3 clusters Score -2770133 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2770254.750000 Penalty: 3010.598389
	Iteration 28Q: 3 clusters Score -2770255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2770340.500000 Penalty: 3010.598389
	Iteration 29Q: 3 clusters Score -2770340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2770380.500000 Penalty: 3010.598389
	Iteration 30Q: 3 clusters Score -2770380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2770400.250000 Penalty: 3010.598389
	Iteration 31Q: 3 clusters Score -2770400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2770422.500000 Penalty: 3010.598389
	Iteration 32Q: 3 clusters Score -2770422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2770437.750000 Penalty: 3010.598389
	Iteration 33Q: 3 clusters Score -2770438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2770462.750000 Penalty: 3010.598389
	Iteration 34Q: 3 clusters Score -2770463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2770486.000000 Penalty: 3010.598389
	Iteration 35Q: 3 clusters Score -2770486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2770496.000000 Penalty: 3010.598389
	Iteration 36Q: 3 clusters Score -2770496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2770506.250000 Penalty: 3010.598389
	Iteration 37Q: 3 clusters Score -2770506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2770506.500000 Penalty: 3010.598389
	Iteration 38Q: 3 clusters Score -2770506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2770507.000000 Penalty: 3010.598389
	Iteration 39Q: 3 clusters Score -2770507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2770506.250000 Penalty: 3010.598389
	Iteration 40F: 3 clusters Score -2770506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Entering Unmasked Estep 
Score: -7016834.500000 Penalty: 1646.959717
	Iteration 0F: 2 clusters Score -7016834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -6974888.000000 Penalty: 3293.919434
	Iteration 0F: 3 clusters Score -6974888 nChanged 29810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -6991667.000000 Penalty: 3293.919434
	Iteration 1F: 3 clusters Score -6991667 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -6992411.000000 Penalty: 3293.919434
	Iteration 2Q: 3 clusters Score -6992411 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -6993169.500000 Penalty: 3293.919434
	Iteration 3Q: 3 clusters Score -6993170 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -6993883.000000 Penalty: 3293.919434
	Iteration 4Q: 3 clusters Score -6993883 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -6994691.500000 Penalty: 3293.919434
	Iteration 5Q: 3 clusters Score -6994692 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -6995648.500000 Penalty: 3293.919434
	Iteration 6Q: 3 clusters Score -6995648 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -6996877.500000 Penalty: 3293.919434
	Iteration 7Q: 3 clusters Score -6996878 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -6998839.000000 Penalty: 3293.919434
	Iteration 8F: 3 clusters Score -6998839 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -7001332.500000 Penalty: 3293.919434
	Iteration 9F: 3 clusters Score -7001332 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -7004721.500000 Penalty: 3293.919434
	Iteration 10F: 3 clusters Score -7004722 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -7008319.000000 Penalty: 3293.919434
	Iteration 11F: 3 clusters Score -7008319 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -7011536.000000 Penalty: 3293.919434
	Iteration 12F: 3 clusters Score -7011536 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -7013516.500000 Penalty: 3293.919434
	Iteration 13Q: 3 clusters Score -7013516 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -7014547.500000 Penalty: 3293.919434
	Iteration 14Q: 3 clusters Score -7014548 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -7015078.000000 Penalty: 3293.919434
	Iteration 15Q: 3 clusters Score -7015078 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -7015296.500000 Penalty: 3293.919434
	Iteration 16Q: 3 clusters Score -7015296 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 63699 members 
Entering Unmasked Estep 
Score: -7015385.500000 Penalty: 3293.919434
	Iteration 17Q: 3 clusters Score -7015386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -7015421.000000 Penalty: 3293.919434
	Iteration 18Q: 3 clusters Score -7015421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -7015461.500000 Penalty: 3293.919434
	Iteration 19Q: 3 clusters Score -7015462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -7015489.000000 Penalty: 3293.919434
	Iteration 20F: 3 clusters Score -7015489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -7015496.500000 Penalty: 3293.919434
	Iteration 21Q: 3 clusters Score -7015496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -7015501.500000 Penalty: 3293.919434
	Iteration 22Q: 3 clusters Score -7015502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -7015516.500000 Penalty: 3293.919434
	Iteration 23Q: 3 clusters Score -7015516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -7015521.000000 Penalty: 3293.919434
	Iteration 24Q: 3 clusters Score -7015521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -7015537.000000 Penalty: 3293.919434
	Iteration 25Q: 3 clusters Score -7015537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 63825 members 
Entering Unmasked Estep 
Score: -7015544.000000 Penalty: 3293.919434
	Iteration 26Q: 3 clusters Score -7015544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -7015540.000000 Penalty: 3293.919434
	Iteration 27Q: 3 clusters Score -7015540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
Score: -7015547.000000 Penalty: 3293.919434
	Iteration 28Q: 3 clusters Score -7015547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -7015548.500000 Penalty: 3293.919434
	Iteration 29Q: 3 clusters Score -7015548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -7015552.000000 Penalty: 3293.919434
	Iteration 30Q: 3 clusters Score -7015552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -7015552.000000 Penalty: 3293.919434
	Iteration 31F: 3 clusters Score -7015552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Entering Unmasked Estep 
Score: -1485260.875000 Penalty: 1417.808838
	Iteration 0F: 2 clusters Score -1485261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1476109.500000 Penalty: 2835.617676
	Iteration 0F: 3 clusters Score -1476110 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1479294.500000 Penalty: 2835.617676
	Iteration 1F: 3 clusters Score -1479294 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1479612.625000 Penalty: 2835.617676
	Iteration 2F: 3 clusters Score -1479613 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1479865.125000 Penalty: 2835.617676
	Iteration 3Q: 3 clusters Score -1479865 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1480090.375000 Penalty: 2835.617676
	Iteration 4Q: 3 clusters Score -1480090 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1480287.625000 Penalty: 2835.617676
	Iteration 5Q: 3 clusters Score -1480288 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1480498.625000 Penalty: 2835.617676
	Iteration 6Q: 3 clusters Score -1480499 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1480704.125000 Penalty: 2835.617676
	Iteration 7Q: 3 clusters Score -1480704 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1480933.625000 Penalty: 2835.617676
	Iteration 8Q: 3 clusters Score -1480934 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1481188.875000 Penalty: 2835.617676
	Iteration 9Q: 3 clusters Score -1481189 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1481463.375000 Penalty: 2835.617676
	Iteration 10Q: 3 clusters Score -1481463 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1481767.375000 Penalty: 2835.617676
	Iteration 11Q: 3 clusters Score -1481767 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1482071.250000 Penalty: 2835.617676
	Iteration 12Q: 3 clusters Score -1482071 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1482376.500000 Penalty: 2835.617676
	Iteration 13Q: 3 clusters Score -1482376 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1482656.625000 Penalty: 2835.617676
	Iteration 14Q: 3 clusters Score -1482657 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1482878.625000 Penalty: 2835.617676
	Iteration 15Q: 3 clusters Score -1482879 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1483019.750000 Penalty: 2835.617676
	Iteration 16Q: 3 clusters Score -1483020 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1483114.625000 Penalty: 2835.617676
	Iteration 17Q: 3 clusters Score -1483115 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1483176.750000 Penalty: 2835.617676
	Iteration 18Q: 3 clusters Score -1483177 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1483235.750000 Penalty: 2835.617676
	Iteration 19Q: 3 clusters Score -1483236 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1483282.750000 Penalty: 2835.617676
	Iteration 20F: 3 clusters Score -1483283 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1483325.875000 Penalty: 2835.617676
	Iteration 21Q: 3 clusters Score -1483326 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1483364.750000 Penalty: 2835.617676
	Iteration 22Q: 3 clusters Score -1483365 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1483392.000000 Penalty: 2835.617676
	Iteration 23Q: 3 clusters Score -1483392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1483419.625000 Penalty: 2835.617676
	Iteration 24Q: 3 clusters Score -1483420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1483435.250000 Penalty: 2835.617676
	Iteration 25Q: 3 clusters Score -1483435 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1483456.500000 Penalty: 2835.617676
	Iteration 26Q: 3 clusters Score -1483456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1483474.125000 Penalty: 2835.617676
	Iteration 27Q: 3 clusters Score -1483474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1483486.500000 Penalty: 2835.617676
	Iteration 28Q: 3 clusters Score -1483486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1483493.625000 Penalty: 2835.617676
	Iteration 29Q: 3 clusters Score -1483494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1483499.375000 Penalty: 2835.617676
	Iteration 30Q: 3 clusters Score -1483499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1483504.250000 Penalty: 2835.617676
	Iteration 31Q: 3 clusters Score -1483504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1483512.000000 Penalty: 2835.617676
	Iteration 32Q: 3 clusters Score -1483512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1483527.500000 Penalty: 2835.617676
	Iteration 33Q: 3 clusters Score -1483528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1483541.375000 Penalty: 2835.617676
	Iteration 34Q: 3 clusters Score -1483541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1483553.625000 Penalty: 2835.617676
	Iteration 35Q: 3 clusters Score -1483554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1483561.500000 Penalty: 2835.617676
	Iteration 36Q: 3 clusters Score -1483562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1483575.875000 Penalty: 2835.617676
	Iteration 37Q: 3 clusters Score -1483576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1483586.125000 Penalty: 2835.617676
	Iteration 38Q: 3 clusters Score -1483586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1483595.500000 Penalty: 2835.617676
	Iteration 39Q: 3 clusters Score -1483596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1483601.625000 Penalty: 2835.617676
	Iteration 40F: 3 clusters Score -1483602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1483609.000000 Penalty: 2835.617676
	Iteration 41Q: 3 clusters Score -1483609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1483624.625000 Penalty: 2835.617676
	Iteration 42Q: 3 clusters Score -1483625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1483635.125000 Penalty: 2835.617676
	Iteration 43Q: 3 clusters Score -1483635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1483638.375000 Penalty: 2835.617676
	Iteration 44Q: 3 clusters Score -1483638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1483648.000000 Penalty: 2835.617676
	Iteration 45Q: 3 clusters Score -1483648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1483653.375000 Penalty: 2835.617676
	Iteration 46Q: 3 clusters Score -1483653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1483661.000000 Penalty: 2835.617676
	Iteration 47Q: 3 clusters Score -1483661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1483671.750000 Penalty: 2835.617676
	Iteration 48Q: 3 clusters Score -1483672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1483673.750000 Penalty: 2835.617676
	Iteration 49Q: 3 clusters Score -1483674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1483680.750000 Penalty: 2835.617676
	Iteration 50Q: 3 clusters Score -1483681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1483687.375000 Penalty: 2835.617676
	Iteration 51Q: 3 clusters Score -1483687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1483692.375000 Penalty: 2835.617676
	Iteration 52Q: 3 clusters Score -1483692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1483696.625000 Penalty: 2835.617676
	Iteration 53Q: 3 clusters Score -1483697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1483701.375000 Penalty: 2835.617676
	Iteration 54Q: 3 clusters Score -1483701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1483705.625000 Penalty: 2835.617676
	Iteration 55Q: 3 clusters Score -1483706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1483705.500000 Penalty: 2835.617676
	Iteration 56Q: 3 clusters Score -1483706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1483708.625000 Penalty: 2835.617676
	Iteration 57Q: 3 clusters Score -1483709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1483711.750000 Penalty: 2835.617676
	Iteration 58Q: 3 clusters Score -1483712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1483709.125000 Penalty: 2835.617676
	Iteration 59Q: 3 clusters Score -1483709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1483713.625000 Penalty: 2835.617676
	Iteration 60F: 3 clusters Score -1483714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1483715.125000 Penalty: 2835.617676
	Iteration 61Q: 3 clusters Score -1483715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1483717.500000 Penalty: 2835.617676
	Iteration 62Q: 3 clusters Score -1483718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1483718.500000 Penalty: 2835.617676
	Iteration 63Q: 3 clusters Score -1483718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1483718.875000 Penalty: 2835.617676
	Iteration 64Q: 3 clusters Score -1483719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1483723.750000 Penalty: 2835.617676
	Iteration 65Q: 3 clusters Score -1483724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1483726.000000 Penalty: 2835.617676
	Iteration 66Q: 3 clusters Score -1483726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1483725.750000 Penalty: 2835.617676
	Iteration 67Q: 3 clusters Score -1483726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1483727.000000 Penalty: 2835.617676
	Iteration 68Q: 3 clusters Score -1483727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1483723.000000 Penalty: 2835.617676
	Iteration 69Q: 3 clusters Score -1483723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1483727.625000 Penalty: 2835.617676
	Iteration 70Q: 3 clusters Score -1483728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1483728.250000 Penalty: 2835.617676
	Iteration 71Q: 3 clusters Score -1483728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1483733.250000 Penalty: 2835.617676
	Iteration 72Q: 3 clusters Score -1483733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1483733.875000 Penalty: 2835.617676
	Iteration 73Q: 3 clusters Score -1483734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1483734.750000 Penalty: 2835.617676
	Iteration 74Q: 3 clusters Score -1483735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1483740.750000 Penalty: 2835.617676
	Iteration 75Q: 3 clusters Score -1483741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1483744.125000 Penalty: 2835.617676
	Iteration 76Q: 3 clusters Score -1483744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1483752.125000 Penalty: 2835.617676
	Iteration 77Q: 3 clusters Score -1483752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1483756.625000 Penalty: 2835.617676
	Iteration 78Q: 3 clusters Score -1483757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1483760.875000 Penalty: 2835.617676
	Iteration 79Q: 3 clusters Score -1483761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1483761.250000 Penalty: 2835.617676
	Iteration 80F: 3 clusters Score -1483761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1483763.625000 Penalty: 2835.617676
	Iteration 81Q: 3 clusters Score -1483764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1483769.000000 Penalty: 2835.617676
	Iteration 82Q: 3 clusters Score -1483769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1483769.875000 Penalty: 2835.617676
	Iteration 83Q: 3 clusters Score -1483770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1483777.250000 Penalty: 2835.617676
	Iteration 84Q: 3 clusters Score -1483777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1483778.750000 Penalty: 2835.617676
	Iteration 85Q: 3 clusters Score -1483779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1483777.500000 Penalty: 2835.617676
	Iteration 86Q: 3 clusters Score -1483778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1483778.250000 Penalty: 2835.617676
	Iteration 87Q: 3 clusters Score -1483778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1483776.000000 Penalty: 2835.617676
	Iteration 88Q: 3 clusters Score -1483776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1483778.875000 Penalty: 2835.617676
	Iteration 89Q: 3 clusters Score -1483779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1483781.500000 Penalty: 2835.617676
	Iteration 90Q: 3 clusters Score -1483782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1483781.750000 Penalty: 2835.617676
	Iteration 91Q: 3 clusters Score -1483782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1483781.000000 Penalty: 2835.617676
	Iteration 92Q: 3 clusters Score -1483781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1483783.625000 Penalty: 2835.617676
	Iteration 93Q: 3 clusters Score -1483784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1483785.750000 Penalty: 2835.617676
	Iteration 94Q: 3 clusters Score -1483786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1483790.000000 Penalty: 2835.617676
	Iteration 95Q: 3 clusters Score -1483790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1483788.750000 Penalty: 2835.617676
	Iteration 96Q: 3 clusters Score -1483789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1483788.875000 Penalty: 2835.617676
	Iteration 97Q: 3 clusters Score -1483789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1483790.875000 Penalty: 2835.617676
	Iteration 98Q: 3 clusters Score -1483791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1483792.125000 Penalty: 2835.617676
	Iteration 99Q: 3 clusters Score -1483792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1483791.125000 Penalty: 2835.617676
	Iteration 100F: 3 clusters Score -1483791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1483793.375000 Penalty: 2835.617676
	Iteration 101Q: 3 clusters Score -1483793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1483793.125000 Penalty: 2835.617676
	Iteration 102Q: 3 clusters Score -1483793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1483791.250000 Penalty: 2835.617676
	Iteration 103Q: 3 clusters Score -1483791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1483794.000000 Penalty: 2835.617676
	Iteration 104Q: 3 clusters Score -1483794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1483793.750000 Penalty: 2835.617676
	Iteration 105Q: 3 clusters Score -1483794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1483793.000000 Penalty: 2835.617676
	Iteration 106Q: 3 clusters Score -1483793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1483793.000000 Penalty: 2835.617676
	Iteration 107F: 3 clusters Score -1483793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Entering Unmasked Estep 
Score: -2015923.500000 Penalty: 1458.555420
	Iteration 0F: 2 clusters Score -2015924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2004071.625000 Penalty: 2917.110840
	Iteration 0F: 3 clusters Score -2004072 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2008542.500000 Penalty: 2917.110840
	Iteration 1F: 3 clusters Score -2008542 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2009230.625000 Penalty: 2917.110840
	Iteration 2F: 3 clusters Score -2009231 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2009986.375000 Penalty: 2917.110840
	Iteration 3F: 3 clusters Score -2009986 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2010790.750000 Penalty: 2917.110840
	Iteration 4F: 3 clusters Score -2010791 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2011599.000000 Penalty: 2917.110840
	Iteration 5F: 3 clusters Score -2011599 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2012308.250000 Penalty: 2917.110840
	Iteration 6F: 3 clusters Score -2012308 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2012934.750000 Penalty: 2917.110840
	Iteration 7F: 3 clusters Score -2012935 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2013435.500000 Penalty: 2917.110840
	Iteration 8Q: 3 clusters Score -2013436 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2013889.750000 Penalty: 2917.110840
	Iteration 9Q: 3 clusters Score -2013890 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2014226.125000 Penalty: 2917.110840
	Iteration 10Q: 3 clusters Score -2014226 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2014516.750000 Penalty: 2917.110840
	Iteration 11Q: 3 clusters Score -2014517 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2014737.125000 Penalty: 2917.110840
	Iteration 12Q: 3 clusters Score -2014737 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2014877.875000 Penalty: 2917.110840
	Iteration 13Q: 3 clusters Score -2014878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2014957.125000 Penalty: 2917.110840
	Iteration 14Q: 3 clusters Score -2014957 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2015032.750000 Penalty: 2917.110840
	Iteration 15Q: 3 clusters Score -2015033 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2015091.125000 Penalty: 2917.110840
	Iteration 16Q: 3 clusters Score -2015091 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2015128.375000 Penalty: 2917.110840
	Iteration 17Q: 3 clusters Score -2015128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2015156.500000 Penalty: 2917.110840
	Iteration 18Q: 3 clusters Score -2015156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2015175.500000 Penalty: 2917.110840
	Iteration 19Q: 3 clusters Score -2015176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2015193.000000 Penalty: 2917.110840
	Iteration 20F: 3 clusters Score -2015193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2015200.875000 Penalty: 2917.110840
	Iteration 21Q: 3 clusters Score -2015201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2015204.375000 Penalty: 2917.110840
	Iteration 22Q: 3 clusters Score -2015204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2015208.875000 Penalty: 2917.110840
	Iteration 23Q: 3 clusters Score -2015209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2015214.375000 Penalty: 2917.110840
	Iteration 24Q: 3 clusters Score -2015214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2015214.000000 Penalty: 2917.110840
	Iteration 25Q: 3 clusters Score -2015214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2015218.750000 Penalty: 2917.110840
	Iteration 26Q: 3 clusters Score -2015219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2015222.375000 Penalty: 2917.110840
	Iteration 27Q: 3 clusters Score -2015222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2015220.500000 Penalty: 2917.110840
	Iteration 28Q: 3 clusters Score -2015220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2015223.500000 Penalty: 2917.110840
	Iteration 29Q: 3 clusters Score -2015224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2015226.250000 Penalty: 2917.110840
	Iteration 30Q: 3 clusters Score -2015226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2015228.250000 Penalty: 2917.110840
	Iteration 31Q: 3 clusters Score -2015228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2015229.250000 Penalty: 2917.110840
	Iteration 32Q: 3 clusters Score -2015229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2015231.125000 Penalty: 2917.110840
	Iteration 33Q: 3 clusters Score -2015231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2015233.125000 Penalty: 2917.110840
	Iteration 34Q: 3 clusters Score -2015233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2015233.750000 Penalty: 2917.110840
	Iteration 35Q: 3 clusters Score -2015234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2015233.625000 Penalty: 2917.110840
	Iteration 36Q: 3 clusters Score -2015234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2015235.250000 Penalty: 2917.110840
	Iteration 37Q: 3 clusters Score -2015235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2015234.250000 Penalty: 2917.110840
	Iteration 38Q: 3 clusters Score -2015234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2015234.000000 Penalty: 2917.110840
	Iteration 39Q: 3 clusters Score -2015234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2015234.000000 Penalty: 2917.110840
	Iteration 40F: 3 clusters Score -2015234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Entering Unmasked Estep 
Score: -4298185.000000 Penalty: 1571.443359
	Iteration 0F: 2 clusters Score -4298185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -4273138.500000 Penalty: 3142.886719
	Iteration 0F: 3 clusters Score -4273138 nChanged 17512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4282896.000000 Penalty: 3142.886719
	Iteration 1F: 3 clusters Score -4282896 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4283585.000000 Penalty: 3142.886719
	Iteration 2Q: 3 clusters Score -4283585 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -4284320.500000 Penalty: 3142.886719
	Iteration 3Q: 3 clusters Score -4284320 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4285060.500000 Penalty: 3142.886719
	Iteration 4Q: 3 clusters Score -4285060 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -4285962.000000 Penalty: 3142.886719
	Iteration 5Q: 3 clusters Score -4285962 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -4287075.000000 Penalty: 3142.886719
	Iteration 6Q: 3 clusters Score -4287075 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -4288431.000000 Penalty: 3142.886719
	Iteration 7F: 3 clusters Score -4288431 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -4290039.500000 Penalty: 3142.886719
	Iteration 8F: 3 clusters Score -4290040 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4291825.500000 Penalty: 3142.886719
	Iteration 9F: 3 clusters Score -4291826 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -4293506.000000 Penalty: 3142.886719
	Iteration 10F: 3 clusters Score -4293506 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4294817.000000 Penalty: 3142.886719
	Iteration 11Q: 3 clusters Score -4294817 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4295646.000000 Penalty: 3142.886719
	Iteration 12Q: 3 clusters Score -4295646 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4296181.500000 Penalty: 3142.886719
	Iteration 13Q: 3 clusters Score -4296182 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4296505.500000 Penalty: 3142.886719
	Iteration 14Q: 3 clusters Score -4296506 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4296730.000000 Penalty: 3142.886719
	Iteration 15Q: 3 clusters Score -4296730 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4296897.000000 Penalty: 3142.886719
	Iteration 16Q: 3 clusters Score -4296897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4296994.000000 Penalty: 3142.886719
	Iteration 17Q: 3 clusters Score -4296994 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4297057.500000 Penalty: 3142.886719
	Iteration 18Q: 3 clusters Score -4297058 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4297106.000000 Penalty: 3142.886719
	Iteration 19Q: 3 clusters Score -4297106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4297139.500000 Penalty: 3142.886719
	Iteration 20F: 3 clusters Score -4297140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4297171.000000 Penalty: 3142.886719
	Iteration 21Q: 3 clusters Score -4297171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4297192.000000 Penalty: 3142.886719
	Iteration 22Q: 3 clusters Score -4297192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4297210.500000 Penalty: 3142.886719
	Iteration 23Q: 3 clusters Score -4297210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4297229.000000 Penalty: 3142.886719
	Iteration 24Q: 3 clusters Score -4297229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4297242.000000 Penalty: 3142.886719
	Iteration 25Q: 3 clusters Score -4297242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4297247.500000 Penalty: 3142.886719
	Iteration 26Q: 3 clusters Score -4297248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4297259.000000 Penalty: 3142.886719
	Iteration 27Q: 3 clusters Score -4297259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4297267.500000 Penalty: 3142.886719
	Iteration 28Q: 3 clusters Score -4297268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4297269.500000 Penalty: 3142.886719
	Iteration 29Q: 3 clusters Score -4297270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4297276.500000 Penalty: 3142.886719
	Iteration 30Q: 3 clusters Score -4297276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4297280.500000 Penalty: 3142.886719
	Iteration 31Q: 3 clusters Score -4297280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4297282.000000 Penalty: 3142.886719
	Iteration 32Q: 3 clusters Score -4297282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4297289.000000 Penalty: 3142.886719
	Iteration 33Q: 3 clusters Score -4297289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4297291.000000 Penalty: 3142.886719
	Iteration 34Q: 3 clusters Score -4297291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4297289.000000 Penalty: 3142.886719
	Iteration 35Q: 3 clusters Score -4297289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4297286.500000 Penalty: 3142.886719
	Iteration 36Q: 3 clusters Score -4297286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4297296.500000 Penalty: 3142.886719
	Iteration 37Q: 3 clusters Score -4297296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4297297.500000 Penalty: 3142.886719
	Iteration 38Q: 3 clusters Score -4297298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4297299.500000 Penalty: 3142.886719
	Iteration 39Q: 3 clusters Score -4297300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4297297.000000 Penalty: 3142.886719
	Iteration 40F: 3 clusters Score -4297297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4297301.000000 Penalty: 3142.886719
	Iteration 41Q: 3 clusters Score -4297301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4297299.000000 Penalty: 3142.886719
	Iteration 42Q: 3 clusters Score -4297299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4297300.500000 Penalty: 3142.886719
	Iteration 43Q: 3 clusters Score -4297300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4297301.500000 Penalty: 3142.886719
	Iteration 44Q: 3 clusters Score -4297302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4297301.500000 Penalty: 3142.886719
	Iteration 45Q: 3 clusters Score -4297302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4297301.500000 Penalty: 3142.886719
	Iteration 46F: 3 clusters Score -4297302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30429 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31035 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38016 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52810 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 92389 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 28995 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13743 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78714864.000000 Penalty: 50248.105469
Iteration 119Q: 26 clusters Score -7.871486e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30310 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31033 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 86110 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52988 members 
Mstep: Class 11 contains 2901 members 
Mstep: Class 12 contains 16363 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 92417 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 28988 members 
Mstep: Class 20 contains 39653 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64100 members 
Mstep: Class 23 contains 13684 members 
Mstep: Class 24 contains 18072 members 
Mstep: Class 25 contains 38600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78715432.000000 Penalty: 50248.105469
Iteration 120F: 26 clusters Score -7.871543e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30249 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31033 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86110 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52868 members 
Mstep: Class 11 contains 3154 members 
Mstep: Class 12 contains 16369 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 92381 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13738 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 28988 members 
Mstep: Class 20 contains 39654 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64103 members 
Mstep: Class 23 contains 13647 members 
Mstep: Class 24 contains 18074 members 
Mstep: Class 25 contains 38606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78715792.000000 Penalty: 50248.105469
Iteration 121Q: 26 clusters Score -7.871579e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30214 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31033 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86113 members 
Mstep: Class 8 contains 38003 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52733 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 16372 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 92413 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13722 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 28985 members 
Mstep: Class 20 contains 39651 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64105 members 
Mstep: Class 23 contains 13623 members 
Mstep: Class 24 contains 18075 members 
Mstep: Class 25 contains 38610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716008.000000 Penalty: 50248.105469
Iteration 122Q: 26 clusters Score -7.871601e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30195 members 
Mstep: Class 4 contains 28119 members 
Mstep: Class 5 contains 31032 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86112 members 
Mstep: Class 8 contains 38003 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52590 members 
Mstep: Class 11 contains 3473 members 
Mstep: Class 12 contains 16384 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 92440 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13715 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 28988 members 
Mstep: Class 20 contains 39651 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64106 members 
Mstep: Class 23 contains 13600 members 
Mstep: Class 24 contains 18076 members 
Mstep: Class 25 contains 38618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716208.000000 Penalty: 50248.105469
Iteration 123Q: 26 clusters Score -7.871621e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30185 members 
Mstep: Class 4 contains 28119 members 
Mstep: Class 5 contains 31031 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86112 members 
Mstep: Class 8 contains 38003 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52452 members 
Mstep: Class 11 contains 3591 members 
Mstep: Class 12 contains 16397 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 92477 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13715 members 
Mstep: Class 18 contains 5700 members 
Mstep: Class 19 contains 28986 members 
Mstep: Class 20 contains 39651 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64106 members 
Mstep: Class 23 contains 13586 members 
Mstep: Class 24 contains 18076 members 
Mstep: Class 25 contains 38617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716352.000000 Penalty: 50248.105469
Iteration 124Q: 26 clusters Score -7.871635e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30178 members 
Mstep: Class 4 contains 28119 members 
Mstep: Class 5 contains 31031 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86112 members 
Mstep: Class 8 contains 38002 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52336 members 
Mstep: Class 11 contains 3644 members 
Mstep: Class 12 contains 16419 members 
Mstep: Class 13 contains 1273 members 
Mstep: Class 14 contains 92540 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13713 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 28986 members 
Mstep: Class 20 contains 39650 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64107 members 
Mstep: Class 23 contains 13571 members 
Mstep: Class 24 contains 18076 members 
Mstep: Class 25 contains 38618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716520.000000 Penalty: 50248.105469
Iteration 125Q: 26 clusters Score -7.871652e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30171 members 
Mstep: Class 4 contains 28119 members 
Mstep: Class 5 contains 31031 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86111 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52262 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 16436 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92579 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13711 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 28987 members 
Mstep: Class 20 contains 39650 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64108 members 
Mstep: Class 23 contains 13555 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716424.000000 Penalty: 50248.105469
Iteration 126Q: 26 clusters Score -7.871642e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30170 members 
Mstep: Class 4 contains 28119 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86110 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52220 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 16454 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92600 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13710 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 28988 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24742 members 
Mstep: Class 22 contains 64109 members 
Mstep: Class 23 contains 13539 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716496.000000 Penalty: 50248.105469
Iteration 127Q: 26 clusters Score -7.87165e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30165 members 
Mstep: Class 4 contains 28119 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 38011 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52202 members 
Mstep: Class 11 contains 3711 members 
Mstep: Class 12 contains 16463 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92608 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13711 members 
Mstep: Class 18 contains 5696 members 
Mstep: Class 19 contains 28989 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64111 members 
Mstep: Class 23 contains 13530 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716488.000000 Penalty: 50248.105469
Iteration 128Q: 26 clusters Score -7.871649e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30165 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38011 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52189 members 
Mstep: Class 11 contains 3700 members 
Mstep: Class 12 contains 16473 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92630 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13712 members 
Mstep: Class 18 contains 5695 members 
Mstep: Class 19 contains 28988 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64111 members 
Mstep: Class 23 contains 13523 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716576.000000 Penalty: 50248.105469
Iteration 129Q: 26 clusters Score -7.871658e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30166 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38011 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52169 members 
Mstep: Class 11 contains 3703 members 
Mstep: Class 12 contains 16482 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92643 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13715 members 
Mstep: Class 18 contains 5695 members 
Mstep: Class 19 contains 28987 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64111 members 
Mstep: Class 23 contains 13513 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716600.000000 Penalty: 50248.105469
Iteration 130Q: 26 clusters Score -7.87166e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30166 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38010 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52151 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 16492 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92644 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13718 members 
Mstep: Class 18 contains 5695 members 
Mstep: Class 19 contains 28987 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64111 members 
Mstep: Class 23 contains 13505 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716600.000000 Penalty: 50248.105469
Iteration 131Q: 26 clusters Score -7.87166e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30166 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52136 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 16503 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92643 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13718 members 
Mstep: Class 18 contains 5693 members 
Mstep: Class 19 contains 28988 members 
Mstep: Class 20 contains 39650 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64111 members 
Mstep: Class 23 contains 13498 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716624.000000 Penalty: 50248.105469
Iteration 132Q: 26 clusters Score -7.871662e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30163 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86108 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52133 members 
Mstep: Class 11 contains 3735 members 
Mstep: Class 12 contains 16506 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92641 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13721 members 
Mstep: Class 18 contains 5692 members 
Mstep: Class 19 contains 28988 members 
Mstep: Class 20 contains 39650 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64112 members 
Mstep: Class 23 contains 13492 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716512.000000 Penalty: 50248.105469
Iteration 133Q: 26 clusters Score -7.871651e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30165 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31028 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86107 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52123 members 
Mstep: Class 11 contains 3743 members 
Mstep: Class 12 contains 16509 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92647 members 
Mstep: Class 15 contains 40855 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13722 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 28989 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64112 members 
Mstep: Class 23 contains 13488 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716520.000000 Penalty: 50248.105469
Iteration 134Q: 26 clusters Score -7.871652e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30165 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31025 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86107 members 
Mstep: Class 8 contains 38005 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52117 members 
Mstep: Class 11 contains 3748 members 
Mstep: Class 12 contains 16512 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92651 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13723 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 28989 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64112 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716520.000000 Penalty: 50248.105469
Iteration 135Q: 26 clusters Score -7.871652e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30162 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86107 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52110 members 
Mstep: Class 11 contains 3756 members 
Mstep: Class 12 contains 16518 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 92653 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13725 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 28989 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64114 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716568.000000 Penalty: 50248.105469
Iteration 136Q: 26 clusters Score -7.871657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30157 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86107 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52098 members 
Mstep: Class 11 contains 3760 members 
Mstep: Class 12 contains 16523 members 
Mstep: Class 13 contains 1275 members 
Mstep: Class 14 contains 92666 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13724 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 28990 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64114 members 
Mstep: Class 23 contains 13473 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716592.000000 Penalty: 50248.105469
Iteration 137Q: 26 clusters Score -7.871659e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30160 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38003 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52090 members 
Mstep: Class 11 contains 3759 members 
Mstep: Class 12 contains 16529 members 
Mstep: Class 13 contains 1276 members 
Mstep: Class 14 contains 92672 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13722 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64114 members 
Mstep: Class 23 contains 13469 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716560.000000 Penalty: 50248.105469
Iteration 138Q: 26 clusters Score -7.871656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30161 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38003 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52091 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 16532 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 92669 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13721 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64113 members 
Mstep: Class 23 contains 13464 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716488.000000 Penalty: 50248.105469
Iteration 139Q: 26 clusters Score -7.871649e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30160 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52091 members 
Mstep: Class 11 contains 3769 members 
Mstep: Class 12 contains 16535 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 92662 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13722 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64113 members 
Mstep: Class 23 contains 13459 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716560.000000 Penalty: 50248.105469
Iteration 140F: 26 clusters Score -7.871656e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30158 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 52027 members 
Mstep: Class 11 contains 3844 members 
Mstep: Class 12 contains 16535 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 92657 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13723 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64113 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716584.000000 Penalty: 50248.105469
Iteration 141Q: 26 clusters Score -7.871658e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30156 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38005 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51956 members 
Mstep: Class 11 contains 3906 members 
Mstep: Class 12 contains 16534 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 92671 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13722 members 
Mstep: Class 18 contains 5679 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64113 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716680.000000 Penalty: 50248.105469
Iteration 142Q: 26 clusters Score -7.871668e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30150 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38005 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51896 members 
Mstep: Class 11 contains 3948 members 
Mstep: Class 12 contains 16531 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 92698 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13723 members 
Mstep: Class 18 contains 5679 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64113 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716776.000000 Penalty: 50248.105469
Iteration 143Q: 26 clusters Score -7.871678e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30150 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38005 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51848 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 16526 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 92723 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13725 members 
Mstep: Class 18 contains 5677 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64114 members 
Mstep: Class 23 contains 13454 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716752.000000 Penalty: 50248.105469
Iteration 144Q: 26 clusters Score -7.871675e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31024 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38005 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51806 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 16522 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 92733 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 5677 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64114 members 
Mstep: Class 23 contains 13448 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716784.000000 Penalty: 50248.105469
Iteration 145Q: 26 clusters Score -7.871678e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30147 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31023 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38005 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51750 members 
Mstep: Class 11 contains 4057 members 
Mstep: Class 12 contains 16529 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 92752 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13730 members 
Mstep: Class 18 contains 5677 members 
Mstep: Class 19 contains 28991 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64114 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78716880.000000 Penalty: 50248.105469
Iteration 146Q: 26 clusters Score -7.871688e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30143 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31023 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86107 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51695 members 
Mstep: Class 11 contains 4108 members 
Mstep: Class 12 contains 16538 members 
Mstep: Class 13 contains 1280 members 
Mstep: Class 14 contains 92756 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13730 members 
Mstep: Class 18 contains 5672 members 
Mstep: Class 19 contains 28992 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64114 members 
Mstep: Class 23 contains 13440 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717040.000000 Penalty: 50248.105469
Iteration 147Q: 26 clusters Score -7.871704e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30142 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31022 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51645 members 
Mstep: Class 11 contains 4158 members 
Mstep: Class 12 contains 16539 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 92763 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13727 members 
Mstep: Class 18 contains 5669 members 
Mstep: Class 19 contains 28994 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64115 members 
Mstep: Class 23 contains 13439 members 
Mstep: Class 24 contains 18076 members 
Mstep: Class 25 contains 38632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717064.000000 Penalty: 50248.105469
Iteration 148Q: 26 clusters Score -7.871706e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30135 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31022 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51608 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 16544 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 92777 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 5661 members 
Mstep: Class 19 contains 28994 members 
Mstep: Class 20 contains 39649 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64116 members 
Mstep: Class 23 contains 13439 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717024.000000 Penalty: 50248.105469
Iteration 149Q: 26 clusters Score -7.871702e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30136 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51560 members 
Mstep: Class 11 contains 4232 members 
Mstep: Class 12 contains 16543 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 92789 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13730 members 
Mstep: Class 18 contains 5653 members 
Mstep: Class 19 contains 28994 members 
Mstep: Class 20 contains 39648 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64118 members 
Mstep: Class 23 contains 13436 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717032.000000 Penalty: 50248.105469
Iteration 150Q: 26 clusters Score -7.871703e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30133 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51522 members 
Mstep: Class 11 contains 4249 members 
Mstep: Class 12 contains 16545 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 92812 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 28996 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64120 members 
Mstep: Class 23 contains 13437 members 
Mstep: Class 24 contains 18077 members 
Mstep: Class 25 contains 38629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717040.000000 Penalty: 50248.105469
Iteration 151Q: 26 clusters Score -7.871704e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30131 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51487 members 
Mstep: Class 11 contains 4274 members 
Mstep: Class 12 contains 16544 members 
Mstep: Class 13 contains 1287 members 
Mstep: Class 14 contains 92831 members 
Mstep: Class 15 contains 40852 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13726 members 
Mstep: Class 18 contains 5647 members 
Mstep: Class 19 contains 28997 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64120 members 
Mstep: Class 23 contains 13436 members 
Mstep: Class 24 contains 18078 members 
Mstep: Class 25 contains 38629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717064.000000 Penalty: 50248.105469
Iteration 152Q: 26 clusters Score -7.871706e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30127 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51451 members 
Mstep: Class 11 contains 4302 members 
Mstep: Class 12 contains 16542 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 92848 members 
Mstep: Class 15 contains 40852 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13724 members 
Mstep: Class 18 contains 5646 members 
Mstep: Class 19 contains 28997 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13433 members 
Mstep: Class 24 contains 18079 members 
Mstep: Class 25 contains 38628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717112.000000 Penalty: 50248.105469
Iteration 153Q: 26 clusters Score -7.871711e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30126 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51421 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 16546 members 
Mstep: Class 13 contains 1289 members 
Mstep: Class 14 contains 92854 members 
Mstep: Class 15 contains 40852 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13724 members 
Mstep: Class 18 contains 5643 members 
Mstep: Class 19 contains 28996 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13433 members 
Mstep: Class 24 contains 18079 members 
Mstep: Class 25 contains 38628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717176.000000 Penalty: 50248.105469
Iteration 154Q: 26 clusters Score -7.871718e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30122 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51400 members 
Mstep: Class 11 contains 4334 members 
Mstep: Class 12 contains 16553 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 92867 members 
Mstep: Class 15 contains 40852 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13724 members 
Mstep: Class 18 contains 5638 members 
Mstep: Class 19 contains 28996 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13431 members 
Mstep: Class 24 contains 18079 members 
Mstep: Class 25 contains 38629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717152.000000 Penalty: 50248.105469
Iteration 155Q: 26 clusters Score -7.871715e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30118 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31020 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51387 members 
Mstep: Class 11 contains 4331 members 
Mstep: Class 12 contains 16557 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 92882 members 
Mstep: Class 15 contains 40852 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13726 members 
Mstep: Class 18 contains 5635 members 
Mstep: Class 19 contains 28996 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13428 members 
Mstep: Class 24 contains 18080 members 
Mstep: Class 25 contains 38630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717192.000000 Penalty: 50248.105469
Iteration 156Q: 26 clusters Score -7.871719e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30113 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31020 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38008 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51370 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 16566 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 92882 members 
Mstep: Class 15 contains 40852 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13726 members 
Mstep: Class 18 contains 5633 members 
Mstep: Class 19 contains 28996 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13424 members 
Mstep: Class 24 contains 18080 members 
Mstep: Class 25 contains 38632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717144.000000 Penalty: 50248.105469
Iteration 157Q: 26 clusters Score -7.871714e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30111 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38008 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51346 members 
Mstep: Class 11 contains 4350 members 
Mstep: Class 12 contains 16576 members 
Mstep: Class 13 contains 1295 members 
Mstep: Class 14 contains 92894 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13727 members 
Mstep: Class 18 contains 5631 members 
Mstep: Class 19 contains 28997 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13417 members 
Mstep: Class 24 contains 18081 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717176.000000 Penalty: 50248.105469
Iteration 158Q: 26 clusters Score -7.871718e+07 nChanged 83
Entering ConstructFrom: 
Score: -78717176.000000 Penalty: 50248.105469
Entering ConstructFrom: 
Trying to split cluster 1 (46428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Entering Unmasked Estep 
Score: -5114335.000000 Penalty: 1598.953979
	Iteration 0F: 2 clusters Score -5114335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -5084019.000000 Penalty: 3197.907959
	Iteration 0F: 3 clusters Score -5084019 nChanged 21350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5095966.500000 Penalty: 3197.907959
	Iteration 1F: 3 clusters Score -5095966 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -5096581.000000 Penalty: 3197.907959
	Iteration 2Q: 3 clusters Score -5096581 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5097140.500000 Penalty: 3197.907959
	Iteration 3Q: 3 clusters Score -5097140 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5097686.000000 Penalty: 3197.907959
	Iteration 4Q: 3 clusters Score -5097686 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -5098127.000000 Penalty: 3197.907959
	Iteration 5Q: 3 clusters Score -5098127 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -5098560.500000 Penalty: 3197.907959
	Iteration 6Q: 3 clusters Score -5098560 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -5099000.500000 Penalty: 3197.907959
	Iteration 7Q: 3 clusters Score -5099000 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -5099359.000000 Penalty: 3197.907959
	Iteration 8Q: 3 clusters Score -5099359 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -5099743.500000 Penalty: 3197.907959
	Iteration 9Q: 3 clusters Score -5099744 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -5100090.500000 Penalty: 3197.907959
	Iteration 10Q: 3 clusters Score -5100090 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -5100457.500000 Penalty: 3197.907959
	Iteration 11Q: 3 clusters Score -5100458 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5100825.500000 Penalty: 3197.907959
	Iteration 12Q: 3 clusters Score -5100826 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -5101288.000000 Penalty: 3197.907959
	Iteration 13Q: 3 clusters Score -5101288 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5101899.000000 Penalty: 3197.907959
	Iteration 14Q: 3 clusters Score -5101899 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -5102654.000000 Penalty: 3197.907959
	Iteration 15Q: 3 clusters Score -5102654 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -5103642.000000 Penalty: 3197.907959
	Iteration 16Q: 3 clusters Score -5103642 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -5104873.500000 Penalty: 3197.907959
	Iteration 17Q: 3 clusters Score -5104874 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -5106371.000000 Penalty: 3197.907959
	Iteration 18F: 3 clusters Score -5106371 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -5107972.000000 Penalty: 3197.907959
	Iteration 19F: 3 clusters Score -5107972 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -5109572.000000 Penalty: 3197.907959
	Iteration 20F: 3 clusters Score -5109572 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -5110880.500000 Penalty: 3197.907959
	Iteration 21Q: 3 clusters Score -5110880 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -5111774.000000 Penalty: 3197.907959
	Iteration 22Q: 3 clusters Score -5111774 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -5112304.000000 Penalty: 3197.907959
	Iteration 23Q: 3 clusters Score -5112304 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -5112626.000000 Penalty: 3197.907959
	Iteration 24Q: 3 clusters Score -5112626 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5112797.000000 Penalty: 3197.907959
	Iteration 25Q: 3 clusters Score -5112797 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -5112897.500000 Penalty: 3197.907959
	Iteration 26Q: 3 clusters Score -5112898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -5112951.000000 Penalty: 3197.907959
	Iteration 27Q: 3 clusters Score -5112951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -5112998.000000 Penalty: 3197.907959
	Iteration 28Q: 3 clusters Score -5112998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -5113032.000000 Penalty: 3197.907959
	Iteration 29Q: 3 clusters Score -5113032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -5113054.000000 Penalty: 3197.907959
	Iteration 30Q: 3 clusters Score -5113054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -5113073.000000 Penalty: 3197.907959
	Iteration 31Q: 3 clusters Score -5113073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -5113079.500000 Penalty: 3197.907959
	Iteration 32Q: 3 clusters Score -5113080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -5113092.000000 Penalty: 3197.907959
	Iteration 33Q: 3 clusters Score -5113092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -5113098.000000 Penalty: 3197.907959
	Iteration 34Q: 3 clusters Score -5113098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -5113110.000000 Penalty: 3197.907959
	Iteration 35Q: 3 clusters Score -5113110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -5113135.000000 Penalty: 3197.907959
	Iteration 36Q: 3 clusters Score -5113135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -5113138.000000 Penalty: 3197.907959
	Iteration 37Q: 3 clusters Score -5113138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -5113143.500000 Penalty: 3197.907959
	Iteration 38Q: 3 clusters Score -5113144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -5113148.000000 Penalty: 3197.907959
	Iteration 39Q: 3 clusters Score -5113148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -5113158.000000 Penalty: 3197.907959
	Iteration 40F: 3 clusters Score -5113158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -5113163.000000 Penalty: 3197.907959
	Iteration 41Q: 3 clusters Score -5113163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -5113164.000000 Penalty: 3197.907959
	Iteration 42Q: 3 clusters Score -5113164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -5113168.500000 Penalty: 3197.907959
	Iteration 43Q: 3 clusters Score -5113168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -5113166.500000 Penalty: 3197.907959
	Iteration 44Q: 3 clusters Score -5113166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -5113166.500000 Penalty: 3197.907959
	Iteration 45F: 3 clusters Score -5113166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -283673.062500 Penalty: 1154.376465
	Iteration 0F: 2 clusters Score -283673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -281571.531250 Penalty: 2308.752930
	Iteration 0F: 3 clusters Score -281571.5 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -282115.406250 Penalty: 2308.752930
	Iteration 1F: 3 clusters Score -282115.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -282248.812500 Penalty: 2308.752930
	Iteration 2F: 3 clusters Score -282248.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -282326.593750 Penalty: 2308.752930
	Iteration 3Q: 3 clusters Score -282326.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -282375.875000 Penalty: 2308.752930
	Iteration 4Q: 3 clusters Score -282375.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -282401.468750 Penalty: 2308.752930
	Iteration 5Q: 3 clusters Score -282401.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -282417.375000 Penalty: 2308.752930
	Iteration 6Q: 3 clusters Score -282417.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -282430.218750 Penalty: 2308.752930
	Iteration 7Q: 3 clusters Score -282430.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -282439.531250 Penalty: 2308.752930
	Iteration 8Q: 3 clusters Score -282439.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -282445.750000 Penalty: 2308.752930
	Iteration 9Q: 3 clusters Score -282445.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -282453.500000 Penalty: 2308.752930
	Iteration 10Q: 3 clusters Score -282453.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -282458.125000 Penalty: 2308.752930
	Iteration 11Q: 3 clusters Score -282458.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -282463.062500 Penalty: 2308.752930
	Iteration 12Q: 3 clusters Score -282463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -282468.781250 Penalty: 2308.752930
	Iteration 13Q: 3 clusters Score -282468.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -282473.468750 Penalty: 2308.752930
	Iteration 14Q: 3 clusters Score -282473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -282476.625000 Penalty: 2308.752930
	Iteration 15Q: 3 clusters Score -282476.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -282479.906250 Penalty: 2308.752930
	Iteration 16Q: 3 clusters Score -282479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -282482.875000 Penalty: 2308.752930
	Iteration 17Q: 3 clusters Score -282482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -282484.875000 Penalty: 2308.752930
	Iteration 18Q: 3 clusters Score -282484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -282486.312500 Penalty: 2308.752930
	Iteration 19Q: 3 clusters Score -282486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -282488.812500 Penalty: 2308.752930
	Iteration 20F: 3 clusters Score -282488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -282490.593750 Penalty: 2308.752930
	Iteration 21Q: 3 clusters Score -282490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -282492.500000 Penalty: 2308.752930
	Iteration 22Q: 3 clusters Score -282492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -282493.656250 Penalty: 2308.752930
	Iteration 23Q: 3 clusters Score -282493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -282494.031250 Penalty: 2308.752930
	Iteration 24Q: 3 clusters Score -282494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -282494.968750 Penalty: 2308.752930
	Iteration 25Q: 3 clusters Score -282495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -282496.500000 Penalty: 2308.752930
	Iteration 26Q: 3 clusters Score -282496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -282498.781250 Penalty: 2308.752930
	Iteration 27Q: 3 clusters Score -282498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -282500.281250 Penalty: 2308.752930
	Iteration 28Q: 3 clusters Score -282500.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -282501.156250 Penalty: 2308.752930
	Iteration 29Q: 3 clusters Score -282501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -282501.156250 Penalty: 2308.752930
	Iteration 30F: 3 clusters Score -282501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Entering Unmasked Estep 
Score: -3050055.500000 Penalty: 1534.531616
	Iteration 0F: 2 clusters Score -3050056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3030446.250000 Penalty: 3069.063232
	Iteration 0F: 3 clusters Score -3030446 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3037894.000000 Penalty: 3069.063232
	Iteration 1F: 3 clusters Score -3037894 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3038428.000000 Penalty: 3069.063232
	Iteration 2Q: 3 clusters Score -3038428 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3038911.500000 Penalty: 3069.063232
	Iteration 3Q: 3 clusters Score -3038912 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3039523.750000 Penalty: 3069.063232
	Iteration 4Q: 3 clusters Score -3039524 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -3040262.750000 Penalty: 3069.063232
	Iteration 5Q: 3 clusters Score -3040263 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3041306.500000 Penalty: 3069.063232
	Iteration 6F: 3 clusters Score -3041306 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3042601.000000 Penalty: 3069.063232
	Iteration 7F: 3 clusters Score -3042601 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3044099.750000 Penalty: 3069.063232
	Iteration 8F: 3 clusters Score -3044100 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3045615.000000 Penalty: 3069.063232
	Iteration 9F: 3 clusters Score -3045615 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3046963.250000 Penalty: 3069.063232
	Iteration 10F: 3 clusters Score -3046963 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3047884.500000 Penalty: 3069.063232
	Iteration 11Q: 3 clusters Score -3047884 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3048438.750000 Penalty: 3069.063232
	Iteration 12Q: 3 clusters Score -3048439 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3048747.000000 Penalty: 3069.063232
	Iteration 13Q: 3 clusters Score -3048747 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3048911.000000 Penalty: 3069.063232
	Iteration 14Q: 3 clusters Score -3048911 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3049016.250000 Penalty: 3069.063232
	Iteration 15Q: 3 clusters Score -3049016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -3049087.750000 Penalty: 3069.063232
	Iteration 16Q: 3 clusters Score -3049088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3049118.500000 Penalty: 3069.063232
	Iteration 17Q: 3 clusters Score -3049118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3049154.500000 Penalty: 3069.063232
	Iteration 18Q: 3 clusters Score -3049154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -3049169.750000 Penalty: 3069.063232
	Iteration 19Q: 3 clusters Score -3049170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -3049177.750000 Penalty: 3069.063232
	Iteration 20F: 3 clusters Score -3049178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3049179.750000 Penalty: 3069.063232
	Iteration 21Q: 3 clusters Score -3049180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3049184.500000 Penalty: 3069.063232
	Iteration 22Q: 3 clusters Score -3049184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3049188.750000 Penalty: 3069.063232
	Iteration 23Q: 3 clusters Score -3049189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3049193.000000 Penalty: 3069.063232
	Iteration 24Q: 3 clusters Score -3049193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3049193.750000 Penalty: 3069.063232
	Iteration 25Q: 3 clusters Score -3049194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3049199.500000 Penalty: 3069.063232
	Iteration 26Q: 3 clusters Score -3049200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -3049200.750000 Penalty: 3069.063232
	Iteration 27Q: 3 clusters Score -3049201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -3049204.000000 Penalty: 3069.063232
	Iteration 28Q: 3 clusters Score -3049204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3049204.750000 Penalty: 3069.063232
	Iteration 29Q: 3 clusters Score -3049205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -3049212.250000 Penalty: 3069.063232
	Iteration 30Q: 3 clusters Score -3049212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -3049214.000000 Penalty: 3069.063232
	Iteration 31Q: 3 clusters Score -3049214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3049214.000000 Penalty: 3069.063232
	Iteration 32Q: 3 clusters Score -3049214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3049214.000000 Penalty: 3069.063232
	Iteration 33F: 3 clusters Score -3049214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Entering Unmasked Estep 
Score: -3148550.250000 Penalty: 1524.326416
	Iteration 0F: 2 clusters Score -3148550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3130157.250000 Penalty: 3048.652832
	Iteration 0F: 3 clusters Score -3130157 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3136908.750000 Penalty: 3048.652832
	Iteration 1F: 3 clusters Score -3136909 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3137234.250000 Penalty: 3048.652832
	Iteration 2Q: 3 clusters Score -3137234 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3137541.500000 Penalty: 3048.652832
	Iteration 3Q: 3 clusters Score -3137542 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3137823.000000 Penalty: 3048.652832
	Iteration 4Q: 3 clusters Score -3137823 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3138085.750000 Penalty: 3048.652832
	Iteration 5Q: 3 clusters Score -3138086 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3138403.250000 Penalty: 3048.652832
	Iteration 6Q: 3 clusters Score -3138403 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3138746.500000 Penalty: 3048.652832
	Iteration 7Q: 3 clusters Score -3138746 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3139126.500000 Penalty: 3048.652832
	Iteration 8Q: 3 clusters Score -3139126 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3139646.500000 Penalty: 3048.652832
	Iteration 9Q: 3 clusters Score -3139646 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3140289.750000 Penalty: 3048.652832
	Iteration 10Q: 3 clusters Score -3140290 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3141112.500000 Penalty: 3048.652832
	Iteration 11F: 3 clusters Score -3141112 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3142128.750000 Penalty: 3048.652832
	Iteration 12F: 3 clusters Score -3142129 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3143271.000000 Penalty: 3048.652832
	Iteration 13F: 3 clusters Score -3143271 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3144346.000000 Penalty: 3048.652832
	Iteration 14Q: 3 clusters Score -3144346 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3145271.000000 Penalty: 3048.652832
	Iteration 15Q: 3 clusters Score -3145271 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3145958.500000 Penalty: 3048.652832
	Iteration 16Q: 3 clusters Score -3145958 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3146470.000000 Penalty: 3048.652832
	Iteration 17Q: 3 clusters Score -3146470 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3146856.000000 Penalty: 3048.652832
	Iteration 18Q: 3 clusters Score -3146856 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3147093.750000 Penalty: 3048.652832
	Iteration 19Q: 3 clusters Score -3147094 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3147222.250000 Penalty: 3048.652832
	Iteration 20F: 3 clusters Score -3147222 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3147298.500000 Penalty: 3048.652832
	Iteration 21Q: 3 clusters Score -3147298 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3147345.000000 Penalty: 3048.652832
	Iteration 22Q: 3 clusters Score -3147345 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3147389.000000 Penalty: 3048.652832
	Iteration 23Q: 3 clusters Score -3147389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3147434.250000 Penalty: 3048.652832
	Iteration 24Q: 3 clusters Score -3147434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3147466.250000 Penalty: 3048.652832
	Iteration 25Q: 3 clusters Score -3147466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3147488.500000 Penalty: 3048.652832
	Iteration 26Q: 3 clusters Score -3147488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3147514.000000 Penalty: 3048.652832
	Iteration 27Q: 3 clusters Score -3147514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3147525.250000 Penalty: 3048.652832
	Iteration 28Q: 3 clusters Score -3147525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3147530.500000 Penalty: 3048.652832
	Iteration 29Q: 3 clusters Score -3147530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3147530.500000 Penalty: 3048.652832
	Iteration 30Q: 3 clusters Score -3147530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3147540.250000 Penalty: 3048.652832
	Iteration 31Q: 3 clusters Score -3147540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3147541.000000 Penalty: 3048.652832
	Iteration 32Q: 3 clusters Score -3147541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3147551.750000 Penalty: 3048.652832
	Iteration 33Q: 3 clusters Score -3147552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3147553.750000 Penalty: 3048.652832
	Iteration 34Q: 3 clusters Score -3147554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3147552.750000 Penalty: 3048.652832
	Iteration 35Q: 3 clusters Score -3147553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3147555.750000 Penalty: 3048.652832
	Iteration 36Q: 3 clusters Score -3147556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3147558.750000 Penalty: 3048.652832
	Iteration 37Q: 3 clusters Score -3147559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3147557.500000 Penalty: 3048.652832
	Iteration 38Q: 3 clusters Score -3147558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3147561.750000 Penalty: 3048.652832
	Iteration 39Q: 3 clusters Score -3147562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3147560.500000 Penalty: 3048.652832
	Iteration 40F: 3 clusters Score -3147560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3147562.500000 Penalty: 3048.652832
	Iteration 41Q: 3 clusters Score -3147562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3147559.000000 Penalty: 3048.652832
	Iteration 42Q: 3 clusters Score -3147559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3147561.750000 Penalty: 3048.652832
	Iteration 43Q: 3 clusters Score -3147562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3147561.750000 Penalty: 3048.652832
	Iteration 44F: 3 clusters Score -3147562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Entering Unmasked Estep 
Score: -3415621.250000 Penalty: 1538.952026
	Iteration 0F: 2 clusters Score -3415621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3395513.500000 Penalty: 3077.904053
	Iteration 0F: 3 clusters Score -3395514 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3403181.250000 Penalty: 3077.904053
	Iteration 1F: 3 clusters Score -3403181 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3403791.000000 Penalty: 3077.904053
	Iteration 2F: 3 clusters Score -3403791 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3404326.500000 Penalty: 3077.904053
	Iteration 3Q: 3 clusters Score -3404326 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3404903.250000 Penalty: 3077.904053
	Iteration 4Q: 3 clusters Score -3404903 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3405587.750000 Penalty: 3077.904053
	Iteration 5Q: 3 clusters Score -3405588 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3406481.500000 Penalty: 3077.904053
	Iteration 6F: 3 clusters Score -3406482 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -3407589.500000 Penalty: 3077.904053
	Iteration 7F: 3 clusters Score -3407590 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3408894.750000 Penalty: 3077.904053
	Iteration 8F: 3 clusters Score -3408895 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3410336.750000 Penalty: 3077.904053
	Iteration 9F: 3 clusters Score -3410337 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3411625.000000 Penalty: 3077.904053
	Iteration 10F: 3 clusters Score -3411625 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3412703.250000 Penalty: 3077.904053
	Iteration 11Q: 3 clusters Score -3412703 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3413444.750000 Penalty: 3077.904053
	Iteration 12Q: 3 clusters Score -3413445 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3413857.250000 Penalty: 3077.904053
	Iteration 13Q: 3 clusters Score -3413857 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3414094.250000 Penalty: 3077.904053
	Iteration 14Q: 3 clusters Score -3414094 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3414199.250000 Penalty: 3077.904053
	Iteration 15Q: 3 clusters Score -3414199 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3414255.000000 Penalty: 3077.904053
	Iteration 16Q: 3 clusters Score -3414255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3414295.500000 Penalty: 3077.904053
	Iteration 17Q: 3 clusters Score -3414296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3414323.250000 Penalty: 3077.904053
	Iteration 18Q: 3 clusters Score -3414323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3414344.500000 Penalty: 3077.904053
	Iteration 19Q: 3 clusters Score -3414344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3414355.000000 Penalty: 3077.904053
	Iteration 20F: 3 clusters Score -3414355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3414365.250000 Penalty: 3077.904053
	Iteration 21Q: 3 clusters Score -3414365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3414373.750000 Penalty: 3077.904053
	Iteration 22Q: 3 clusters Score -3414374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3414380.750000 Penalty: 3077.904053
	Iteration 23Q: 3 clusters Score -3414381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3414385.250000 Penalty: 3077.904053
	Iteration 24Q: 3 clusters Score -3414385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3414386.000000 Penalty: 3077.904053
	Iteration 25Q: 3 clusters Score -3414386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3414387.750000 Penalty: 3077.904053
	Iteration 26Q: 3 clusters Score -3414388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3414386.750000 Penalty: 3077.904053
	Iteration 27Q: 3 clusters Score -3414387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3414388.250000 Penalty: 3077.904053
	Iteration 28Q: 3 clusters Score -3414388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3414388.250000 Penalty: 3077.904053
	Iteration 29F: 3 clusters Score -3414388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -183047.328125 Penalty: 1091.736206
	Iteration 0F: 2 clusters Score -183047.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -181406.343750 Penalty: 2183.472412
	Iteration 0F: 3 clusters Score -181406.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -181732.875000 Penalty: 2183.472412
	Iteration 1F: 3 clusters Score -181732.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -181829.328125 Penalty: 2183.472412
	Iteration 2F: 3 clusters Score -181829.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -181883.625000 Penalty: 2183.472412
	Iteration 3Q: 3 clusters Score -181883.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -181915.734375 Penalty: 2183.472412
	Iteration 4Q: 3 clusters Score -181915.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -181933.359375 Penalty: 2183.472412
	Iteration 5Q: 3 clusters Score -181933.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -181940.093750 Penalty: 2183.472412
	Iteration 6Q: 3 clusters Score -181940.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -181946.812500 Penalty: 2183.472412
	Iteration 7Q: 3 clusters Score -181946.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -181949.531250 Penalty: 2183.472412
	Iteration 8Q: 3 clusters Score -181949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -181952.187500 Penalty: 2183.472412
	Iteration 9Q: 3 clusters Score -181952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -181958.343750 Penalty: 2183.472412
	Iteration 10Q: 3 clusters Score -181958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -181962.968750 Penalty: 2183.472412
	Iteration 11Q: 3 clusters Score -181963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -181968.468750 Penalty: 2183.472412
	Iteration 12Q: 3 clusters Score -181968.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -181973.562500 Penalty: 2183.472412
	Iteration 13Q: 3 clusters Score -181973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -181979.875000 Penalty: 2183.472412
	Iteration 14Q: 3 clusters Score -181979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -181986.171875 Penalty: 2183.472412
	Iteration 15Q: 3 clusters Score -181986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -181992.203125 Penalty: 2183.472412
	Iteration 16Q: 3 clusters Score -181992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181995.625000 Penalty: 2183.472412
	Iteration 17Q: 3 clusters Score -181995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -181999.031250 Penalty: 2183.472412
	Iteration 18Q: 3 clusters Score -181999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -182001.781250 Penalty: 2183.472412
	Iteration 19Q: 3 clusters Score -182001.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182007.171875 Penalty: 2183.472412
	Iteration 20F: 3 clusters Score -182007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182011.859375 Penalty: 2183.472412
	Iteration 21Q: 3 clusters Score -182011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -182016.578125 Penalty: 2183.472412
	Iteration 22Q: 3 clusters Score -182016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -182022.078125 Penalty: 2183.472412
	Iteration 23Q: 3 clusters Score -182022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -182027.625000 Penalty: 2183.472412
	Iteration 24Q: 3 clusters Score -182027.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -182038.390625 Penalty: 2183.472412
	Iteration 25Q: 3 clusters Score -182038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182044.625000 Penalty: 2183.472412
	Iteration 26Q: 3 clusters Score -182044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182049.328125 Penalty: 2183.472412
	Iteration 27Q: 3 clusters Score -182049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -182053.375000 Penalty: 2183.472412
	Iteration 28Q: 3 clusters Score -182053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -182056.171875 Penalty: 2183.472412
	Iteration 29Q: 3 clusters Score -182056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -182058.109375 Penalty: 2183.472412
	Iteration 30Q: 3 clusters Score -182058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -182060.484375 Penalty: 2183.472412
	Iteration 31Q: 3 clusters Score -182060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -182060.484375 Penalty: 2183.472412
	Iteration 32F: 3 clusters Score -182060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Entering Unmasked Estep 
Score: -9518941.000000 Penalty: 1690.862549
	Iteration 0F: 2 clusters Score -9518941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -9462212.000000 Penalty: 3381.725098
	Iteration 0F: 3 clusters Score -9462212 nChanged 40905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -9485460.000000 Penalty: 3381.725098
	Iteration 1F: 3 clusters Score -9485460 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -9486304.000000 Penalty: 3381.725098
	Iteration 2Q: 3 clusters Score -9486304 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -9487101.000000 Penalty: 3381.725098
	Iteration 3Q: 3 clusters Score -9487101 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -9487910.000000 Penalty: 3381.725098
	Iteration 4Q: 3 clusters Score -9487910 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -9488756.000000 Penalty: 3381.725098
	Iteration 5Q: 3 clusters Score -9488756 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -9489680.000000 Penalty: 3381.725098
	Iteration 6Q: 3 clusters Score -9489680 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -9490954.000000 Penalty: 3381.725098
	Iteration 7Q: 3 clusters Score -9490954 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -9492625.000000 Penalty: 3381.725098
	Iteration 8Q: 3 clusters Score -9492625 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -9495171.000000 Penalty: 3381.725098
	Iteration 9F: 3 clusters Score -9495171 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -9498732.000000 Penalty: 3381.725098
	Iteration 10F: 3 clusters Score -9498732 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -9503534.000000 Penalty: 3381.725098
	Iteration 11F: 3 clusters Score -9503534 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -9508618.000000 Penalty: 3381.725098
	Iteration 12F: 3 clusters Score -9508618 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -9512794.000000 Penalty: 3381.725098
	Iteration 13F: 3 clusters Score -9512794 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9515294.000000 Penalty: 3381.725098
	Iteration 14Q: 3 clusters Score -9515294 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9516533.000000 Penalty: 3381.725098
	Iteration 15Q: 3 clusters Score -9516533 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9517083.000000 Penalty: 3381.725098
	Iteration 16Q: 3 clusters Score -9517083 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9517364.000000 Penalty: 3381.725098
	Iteration 17Q: 3 clusters Score -9517364 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9517473.000000 Penalty: 3381.725098
	Iteration 18Q: 3 clusters Score -9517473 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9517544.000000 Penalty: 3381.725098
	Iteration 19Q: 3 clusters Score -9517544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9517597.000000 Penalty: 3381.725098
	Iteration 20F: 3 clusters Score -9517597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9517631.000000 Penalty: 3381.725098
	Iteration 21Q: 3 clusters Score -9517631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9517653.000000 Penalty: 3381.725098
	Iteration 22Q: 3 clusters Score -9517653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9517672.000000 Penalty: 3381.725098
	Iteration 23Q: 3 clusters Score -9517672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9517680.000000 Penalty: 3381.725098
	Iteration 24Q: 3 clusters Score -9517680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9517704.000000 Penalty: 3381.725098
	Iteration 25Q: 3 clusters Score -9517704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9517704.000000 Penalty: 3381.725098
	Iteration 26Q: 3 clusters Score -9517704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9517714.000000 Penalty: 3381.725098
	Iteration 27Q: 3 clusters Score -9517714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9517726.000000 Penalty: 3381.725098
	Iteration 28Q: 3 clusters Score -9517726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9517737.000000 Penalty: 3381.725098
	Iteration 29Q: 3 clusters Score -9517737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9517750.000000 Penalty: 3381.725098
	Iteration 30Q: 3 clusters Score -9517750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9517753.000000 Penalty: 3381.725098
	Iteration 31Q: 3 clusters Score -9517753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9517760.000000 Penalty: 3381.725098
	Iteration 32Q: 3 clusters Score -9517760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9517760.000000 Penalty: 3381.725098
	Iteration 33Q: 3 clusters Score -9517760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85642 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9517766.000000 Penalty: 3381.725098
	Iteration 34Q: 3 clusters Score -9517766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9517767.000000 Penalty: 3381.725098
	Iteration 35Q: 3 clusters Score -9517767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9517769.000000 Penalty: 3381.725098
	Iteration 36Q: 3 clusters Score -9517769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85642 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9517768.000000 Penalty: 3381.725098
	Iteration 37Q: 3 clusters Score -9517768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9517764.000000 Penalty: 3381.725098
	Iteration 38Q: 3 clusters Score -9517764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9517764.000000 Penalty: 3381.725098
	Iteration 39F: 3 clusters Score -9517764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Entering Unmasked Estep 
Score: -4234999.500000 Penalty: 1569.174194
	Iteration 0F: 2 clusters Score -4235000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -4210340.500000 Penalty: 3138.348389
	Iteration 0F: 3 clusters Score -4210340 nChanged 17255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -4220187.000000 Penalty: 3138.348389
	Iteration 1F: 3 clusters Score -4220187 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4221058.000000 Penalty: 3138.348389
	Iteration 2F: 3 clusters Score -4221058 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -4222170.500000 Penalty: 3138.348389
	Iteration 3F: 3 clusters Score -4222170 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -4223573.500000 Penalty: 3138.348389
	Iteration 4F: 3 clusters Score -4223574 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -4225299.000000 Penalty: 3138.348389
	Iteration 5F: 3 clusters Score -4225299 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4226951.500000 Penalty: 3138.348389
	Iteration 6F: 3 clusters Score -4226952 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4228469.500000 Penalty: 3138.348389
	Iteration 7F: 3 clusters Score -4228470 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4229902.500000 Penalty: 3138.348389
	Iteration 8F: 3 clusters Score -4229902 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -4231046.500000 Penalty: 3138.348389
	Iteration 9Q: 3 clusters Score -4231046 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4231890.500000 Penalty: 3138.348389
	Iteration 10Q: 3 clusters Score -4231890 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4232528.500000 Penalty: 3138.348389
	Iteration 11Q: 3 clusters Score -4232528 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4232987.000000 Penalty: 3138.348389
	Iteration 12Q: 3 clusters Score -4232987 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4233275.500000 Penalty: 3138.348389
	Iteration 13Q: 3 clusters Score -4233276 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -4233469.000000 Penalty: 3138.348389
	Iteration 14Q: 3 clusters Score -4233469 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -4233580.500000 Penalty: 3138.348389
	Iteration 15Q: 3 clusters Score -4233580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -4233646.500000 Penalty: 3138.348389
	Iteration 16Q: 3 clusters Score -4233646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -4233681.000000 Penalty: 3138.348389
	Iteration 17Q: 3 clusters Score -4233681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4233703.000000 Penalty: 3138.348389
	Iteration 18Q: 3 clusters Score -4233703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4233722.000000 Penalty: 3138.348389
	Iteration 19Q: 3 clusters Score -4233722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4233732.000000 Penalty: 3138.348389
	Iteration 20F: 3 clusters Score -4233732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4233750.000000 Penalty: 3138.348389
	Iteration 21Q: 3 clusters Score -4233750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4233755.000000 Penalty: 3138.348389
	Iteration 22Q: 3 clusters Score -4233755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -4233764.500000 Penalty: 3138.348389
	Iteration 23Q: 3 clusters Score -4233764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4233769.500000 Penalty: 3138.348389
	Iteration 24Q: 3 clusters Score -4233770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4233770.500000 Penalty: 3138.348389
	Iteration 25Q: 3 clusters Score -4233770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -4233770.000000 Penalty: 3138.348389
	Iteration 26Q: 3 clusters Score -4233770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -4233765.000000 Penalty: 3138.348389
	Iteration 27Q: 3 clusters Score -4233765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -4233765.000000 Penalty: 3138.348389
	Iteration 28F: 3 clusters Score -4233765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -197434.156250 Penalty: 1117.633545
	Iteration 0F: 2 clusters Score -197434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -195650.046875 Penalty: 2235.267090
	Iteration 0F: 3 clusters Score -195650 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -196071.437500 Penalty: 2235.267090
	Iteration 1F: 3 clusters Score -196071.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -196185.843750 Penalty: 2235.267090
	Iteration 2F: 3 clusters Score -196185.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -196244.531250 Penalty: 2235.267090
	Iteration 3Q: 3 clusters Score -196244.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -196291.203125 Penalty: 2235.267090
	Iteration 4Q: 3 clusters Score -196291.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -196322.046875 Penalty: 2235.267090
	Iteration 5Q: 3 clusters Score -196322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -196341.031250 Penalty: 2235.267090
	Iteration 6Q: 3 clusters Score -196341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -196357.453125 Penalty: 2235.267090
	Iteration 7Q: 3 clusters Score -196357.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -196374.812500 Penalty: 2235.267090
	Iteration 8Q: 3 clusters Score -196374.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -196387.062500 Penalty: 2235.267090
	Iteration 9Q: 3 clusters Score -196387.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -196393.578125 Penalty: 2235.267090
	Iteration 10Q: 3 clusters Score -196393.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -196400.703125 Penalty: 2235.267090
	Iteration 11Q: 3 clusters Score -196400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196406.359375 Penalty: 2235.267090
	Iteration 12Q: 3 clusters Score -196406.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -196410.250000 Penalty: 2235.267090
	Iteration 13Q: 3 clusters Score -196410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -196412.968750 Penalty: 2235.267090
	Iteration 14Q: 3 clusters Score -196413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -196414.921875 Penalty: 2235.267090
	Iteration 15Q: 3 clusters Score -196414.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -196418.781250 Penalty: 2235.267090
	Iteration 16Q: 3 clusters Score -196418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -196419.593750 Penalty: 2235.267090
	Iteration 17Q: 3 clusters Score -196419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -196419.593750 Penalty: 2235.267090
	Iteration 18F: 3 clusters Score -196419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Entering Unmasked Estep 
Score: -5579660.500000 Penalty: 1613.892334
	Iteration 0F: 2 clusters Score -5579660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -5546047.000000 Penalty: 3227.784668
	Iteration 0F: 3 clusters Score -5546047 nChanged 23834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5559328.000000 Penalty: 3227.784668
	Iteration 1F: 3 clusters Score -5559328 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -5560180.500000 Penalty: 3227.784668
	Iteration 2Q: 3 clusters Score -5560180 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -5561220.000000 Penalty: 3227.784668
	Iteration 3Q: 3 clusters Score -5561220 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -5562696.500000 Penalty: 3227.784668
	Iteration 4F: 3 clusters Score -5562696 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -5564431.000000 Penalty: 3227.784668
	Iteration 5F: 3 clusters Score -5564431 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -5566431.500000 Penalty: 3227.784668
	Iteration 6F: 3 clusters Score -5566432 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -5568374.500000 Penalty: 3227.784668
	Iteration 7F: 3 clusters Score -5568374 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -5570067.000000 Penalty: 3227.784668
	Iteration 8F: 3 clusters Score -5570067 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -5571415.500000 Penalty: 3227.784668
	Iteration 9Q: 3 clusters Score -5571416 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5572602.500000 Penalty: 3227.784668
	Iteration 10Q: 3 clusters Score -5572602 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5573637.000000 Penalty: 3227.784668
	Iteration 11Q: 3 clusters Score -5573637 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -5574611.000000 Penalty: 3227.784668
	Iteration 12Q: 3 clusters Score -5574611 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -5575486.000000 Penalty: 3227.784668
	Iteration 13Q: 3 clusters Score -5575486 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -5576172.000000 Penalty: 3227.784668
	Iteration 14Q: 3 clusters Score -5576172 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -5576686.000000 Penalty: 3227.784668
	Iteration 15Q: 3 clusters Score -5576686 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -5577164.000000 Penalty: 3227.784668
	Iteration 16Q: 3 clusters Score -5577164 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -5577561.500000 Penalty: 3227.784668
	Iteration 17Q: 3 clusters Score -5577562 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -5577845.500000 Penalty: 3227.784668
	Iteration 18Q: 3 clusters Score -5577846 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -5578043.500000 Penalty: 3227.784668
	Iteration 19Q: 3 clusters Score -5578044 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -5578153.500000 Penalty: 3227.784668
	Iteration 20F: 3 clusters Score -5578154 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -5578249.500000 Penalty: 3227.784668
	Iteration 21Q: 3 clusters Score -5578250 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -5578331.000000 Penalty: 3227.784668
	Iteration 22Q: 3 clusters Score -5578331 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -5578416.500000 Penalty: 3227.784668
	Iteration 23Q: 3 clusters Score -5578416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -5578458.500000 Penalty: 3227.784668
	Iteration 24Q: 3 clusters Score -5578458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -5578490.000000 Penalty: 3227.784668
	Iteration 25Q: 3 clusters Score -5578490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -5578509.000000 Penalty: 3227.784668
	Iteration 26Q: 3 clusters Score -5578509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -5578529.000000 Penalty: 3227.784668
	Iteration 27Q: 3 clusters Score -5578529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -5578534.000000 Penalty: 3227.784668
	Iteration 28Q: 3 clusters Score -5578534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -5578546.000000 Penalty: 3227.784668
	Iteration 29Q: 3 clusters Score -5578546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -5578551.500000 Penalty: 3227.784668
	Iteration 30Q: 3 clusters Score -5578552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -5578562.500000 Penalty: 3227.784668
	Iteration 31Q: 3 clusters Score -5578562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -5578569.000000 Penalty: 3227.784668
	Iteration 32Q: 3 clusters Score -5578569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -5578568.000000 Penalty: 3227.784668
	Iteration 33Q: 3 clusters Score -5578568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -5578572.000000 Penalty: 3227.784668
	Iteration 34Q: 3 clusters Score -5578572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -5578569.500000 Penalty: 3227.784668
	Iteration 35Q: 3 clusters Score -5578570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -5578571.500000 Penalty: 3227.784668
	Iteration 36Q: 3 clusters Score -5578572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -5578577.500000 Penalty: 3227.784668
	Iteration 37Q: 3 clusters Score -5578578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -5578576.500000 Penalty: 3227.784668
	Iteration 38Q: 3 clusters Score -5578576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -5578586.500000 Penalty: 3227.784668
	Iteration 39Q: 3 clusters Score -5578586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -5578597.000000 Penalty: 3227.784668
	Iteration 40F: 3 clusters Score -5578597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -5578603.500000 Penalty: 3227.784668
	Iteration 41Q: 3 clusters Score -5578604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -5578601.000000 Penalty: 3227.784668
	Iteration 42Q: 3 clusters Score -5578601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -5578598.000000 Penalty: 3227.784668
	Iteration 43Q: 3 clusters Score -5578598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -5578598.000000 Penalty: 3227.784668
	Iteration 44F: 3 clusters Score -5578598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -519807.187500 Penalty: 1246.670410
	Iteration 0F: 2 clusters Score -519807.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -516502.000000 Penalty: 2493.340820
	Iteration 0F: 3 clusters Score -516502 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -517403.093750 Penalty: 2493.340820
	Iteration 1F: 3 clusters Score -517403.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -517606.281250 Penalty: 2493.340820
	Iteration 2F: 3 clusters Score -517606.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -517747.562500 Penalty: 2493.340820
	Iteration 3F: 3 clusters Score -517747.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -517848.968750 Penalty: 2493.340820
	Iteration 4Q: 3 clusters Score -517849 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -517918.718750 Penalty: 2493.340820
	Iteration 5Q: 3 clusters Score -517918.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -517986.656250 Penalty: 2493.340820
	Iteration 6Q: 3 clusters Score -517986.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -518049.531250 Penalty: 2493.340820
	Iteration 7Q: 3 clusters Score -518049.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -518098.406250 Penalty: 2493.340820
	Iteration 8Q: 3 clusters Score -518098.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -518136.062500 Penalty: 2493.340820
	Iteration 9Q: 3 clusters Score -518136.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -518166.687500 Penalty: 2493.340820
	Iteration 10Q: 3 clusters Score -518166.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -518199.812500 Penalty: 2493.340820
	Iteration 11Q: 3 clusters Score -518199.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -518230.593750 Penalty: 2493.340820
	Iteration 12Q: 3 clusters Score -518230.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -518259.812500 Penalty: 2493.340820
	Iteration 13Q: 3 clusters Score -518259.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -518285.593750 Penalty: 2493.340820
	Iteration 14Q: 3 clusters Score -518285.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -518318.500000 Penalty: 2493.340820
	Iteration 15Q: 3 clusters Score -518318.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -518352.125000 Penalty: 2493.340820
	Iteration 16Q: 3 clusters Score -518352.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -518379.968750 Penalty: 2493.340820
	Iteration 17Q: 3 clusters Score -518380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -518410.000000 Penalty: 2493.340820
	Iteration 18Q: 3 clusters Score -518410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -518447.062500 Penalty: 2493.340820
	Iteration 19Q: 3 clusters Score -518447.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -518490.750000 Penalty: 2493.340820
	Iteration 20F: 3 clusters Score -518490.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -518526.562500 Penalty: 2493.340820
	Iteration 21Q: 3 clusters Score -518526.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -518552.093750 Penalty: 2493.340820
	Iteration 22Q: 3 clusters Score -518552.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -518574.625000 Penalty: 2493.340820
	Iteration 23Q: 3 clusters Score -518574.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -518594.687500 Penalty: 2493.340820
	Iteration 24Q: 3 clusters Score -518594.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -518610.468750 Penalty: 2493.340820
	Iteration 25Q: 3 clusters Score -518610.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -518628.531250 Penalty: 2493.340820
	Iteration 26Q: 3 clusters Score -518628.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -518643.031250 Penalty: 2493.340820
	Iteration 27Q: 3 clusters Score -518643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -518652.406250 Penalty: 2493.340820
	Iteration 28Q: 3 clusters Score -518652.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -518665.218750 Penalty: 2493.340820
	Iteration 29Q: 3 clusters Score -518665.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -518679.968750 Penalty: 2493.340820
	Iteration 30Q: 3 clusters Score -518680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -518693.375000 Penalty: 2493.340820
	Iteration 31Q: 3 clusters Score -518693.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -518704.656250 Penalty: 2493.340820
	Iteration 32Q: 3 clusters Score -518704.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -518722.343750 Penalty: 2493.340820
	Iteration 33Q: 3 clusters Score -518722.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -518736.625000 Penalty: 2493.340820
	Iteration 34Q: 3 clusters Score -518736.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -518749.093750 Penalty: 2493.340820
	Iteration 35Q: 3 clusters Score -518749.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -518760.250000 Penalty: 2493.340820
	Iteration 36Q: 3 clusters Score -518760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -518767.375000 Penalty: 2493.340820
	Iteration 37Q: 3 clusters Score -518767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -518769.812500 Penalty: 2493.340820
	Iteration 38Q: 3 clusters Score -518769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -518772.031250 Penalty: 2493.340820
	Iteration 39Q: 3 clusters Score -518772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -518774.250000 Penalty: 2493.340820
	Iteration 40F: 3 clusters Score -518774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -518774.687500 Penalty: 2493.340820
	Iteration 41Q: 3 clusters Score -518774.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -518776.781250 Penalty: 2493.340820
	Iteration 42Q: 3 clusters Score -518776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -518779.593750 Penalty: 2493.340820
	Iteration 43Q: 3 clusters Score -518779.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -518782.125000 Penalty: 2493.340820
	Iteration 44Q: 3 clusters Score -518782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -518787.875000 Penalty: 2493.340820
	Iteration 45Q: 3 clusters Score -518787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -518790.468750 Penalty: 2493.340820
	Iteration 46Q: 3 clusters Score -518790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -518792.531250 Penalty: 2493.340820
	Iteration 47Q: 3 clusters Score -518792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -518796.875000 Penalty: 2493.340820
	Iteration 48Q: 3 clusters Score -518796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -518797.250000 Penalty: 2493.340820
	Iteration 49Q: 3 clusters Score -518797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -518799.406250 Penalty: 2493.340820
	Iteration 50Q: 3 clusters Score -518799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -518798.937500 Penalty: 2493.340820
	Iteration 51Q: 3 clusters Score -518798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -518800.968750 Penalty: 2493.340820
	Iteration 52Q: 3 clusters Score -518801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -518802.593750 Penalty: 2493.340820
	Iteration 53Q: 3 clusters Score -518802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -518803.031250 Penalty: 2493.340820
	Iteration 54Q: 3 clusters Score -518803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -518804.531250 Penalty: 2493.340820
	Iteration 55Q: 3 clusters Score -518804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -518806.593750 Penalty: 2493.340820
	Iteration 56Q: 3 clusters Score -518806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -518809.031250 Penalty: 2493.340820
	Iteration 57Q: 3 clusters Score -518809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -518809.906250 Penalty: 2493.340820
	Iteration 58Q: 3 clusters Score -518809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -518809.906250 Penalty: 2493.340820
	Iteration 59F: 3 clusters Score -518809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Entering Unmasked Estep 
Score: -1785683.250000 Penalty: 1445.769531
	Iteration 0F: 2 clusters Score -1785683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1774778.000000 Penalty: 2891.539062
	Iteration 0F: 3 clusters Score -1774778 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1778716.375000 Penalty: 2891.539062
	Iteration 1F: 3 clusters Score -1778716 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1779105.875000 Penalty: 2891.539062
	Iteration 2F: 3 clusters Score -1779106 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1779458.375000 Penalty: 2891.539062
	Iteration 3Q: 3 clusters Score -1779458 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1779832.250000 Penalty: 2891.539062
	Iteration 4Q: 3 clusters Score -1779832 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1780226.875000 Penalty: 2891.539062
	Iteration 5Q: 3 clusters Score -1780227 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1780743.625000 Penalty: 2891.539062
	Iteration 6Q: 3 clusters Score -1780744 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1781354.125000 Penalty: 2891.539062
	Iteration 7F: 3 clusters Score -1781354 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1781982.750000 Penalty: 2891.539062
	Iteration 8F: 3 clusters Score -1781983 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1782615.000000 Penalty: 2891.539062
	Iteration 9Q: 3 clusters Score -1782615 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1783148.875000 Penalty: 2891.539062
	Iteration 10Q: 3 clusters Score -1783149 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1783551.250000 Penalty: 2891.539062
	Iteration 11Q: 3 clusters Score -1783551 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1783845.375000 Penalty: 2891.539062
	Iteration 12Q: 3 clusters Score -1783845 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1784068.875000 Penalty: 2891.539062
	Iteration 13Q: 3 clusters Score -1784069 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1784231.500000 Penalty: 2891.539062
	Iteration 14Q: 3 clusters Score -1784232 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1784354.000000 Penalty: 2891.539062
	Iteration 15Q: 3 clusters Score -1784354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1784468.250000 Penalty: 2891.539062
	Iteration 16Q: 3 clusters Score -1784468 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1784573.375000 Penalty: 2891.539062
	Iteration 17Q: 3 clusters Score -1784573 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1784646.875000 Penalty: 2891.539062
	Iteration 18Q: 3 clusters Score -1784647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1784693.625000 Penalty: 2891.539062
	Iteration 19Q: 3 clusters Score -1784694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1784722.875000 Penalty: 2891.539062
	Iteration 20F: 3 clusters Score -1784723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1784748.000000 Penalty: 2891.539062
	Iteration 21Q: 3 clusters Score -1784748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1784761.250000 Penalty: 2891.539062
	Iteration 22Q: 3 clusters Score -1784761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1784769.750000 Penalty: 2891.539062
	Iteration 23Q: 3 clusters Score -1784770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1784775.125000 Penalty: 2891.539062
	Iteration 24Q: 3 clusters Score -1784775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1784789.125000 Penalty: 2891.539062
	Iteration 25Q: 3 clusters Score -1784789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1784791.250000 Penalty: 2891.539062
	Iteration 26Q: 3 clusters Score -1784791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1784799.375000 Penalty: 2891.539062
	Iteration 27Q: 3 clusters Score -1784799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1784802.875000 Penalty: 2891.539062
	Iteration 28Q: 3 clusters Score -1784803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1784808.000000 Penalty: 2891.539062
	Iteration 29Q: 3 clusters Score -1784808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1784810.125000 Penalty: 2891.539062
	Iteration 30Q: 3 clusters Score -1784810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1784819.125000 Penalty: 2891.539062
	Iteration 31Q: 3 clusters Score -1784819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1784820.125000 Penalty: 2891.539062
	Iteration 32Q: 3 clusters Score -1784820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1784820.250000 Penalty: 2891.539062
	Iteration 33Q: 3 clusters Score -1784820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1784824.375000 Penalty: 2891.539062
	Iteration 34Q: 3 clusters Score -1784824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1784836.625000 Penalty: 2891.539062
	Iteration 35Q: 3 clusters Score -1784837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1784836.750000 Penalty: 2891.539062
	Iteration 36Q: 3 clusters Score -1784837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1784840.375000 Penalty: 2891.539062
	Iteration 37Q: 3 clusters Score -1784840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1784844.375000 Penalty: 2891.539062
	Iteration 38Q: 3 clusters Score -1784844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1784845.250000 Penalty: 2891.539062
	Iteration 39Q: 3 clusters Score -1784845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1784844.625000 Penalty: 2891.539062
	Iteration 40F: 3 clusters Score -1784845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1784847.625000 Penalty: 2891.539062
	Iteration 41Q: 3 clusters Score -1784848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1784846.000000 Penalty: 2891.539062
	Iteration 42Q: 3 clusters Score -1784846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1784846.000000 Penalty: 2891.539062
	Iteration 43F: 3 clusters Score -1784846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -127496.078125 Penalty: 1066.225464
	Iteration 0F: 2 clusters Score -127496.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -126084.257812 Penalty: 2132.450928
	Iteration 0F: 3 clusters Score -126084.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -126370.695312 Penalty: 2132.450928
	Iteration 1F: 3 clusters Score -126370.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -126440.218750 Penalty: 2132.450928
	Iteration 2F: 3 clusters Score -126440.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -126473.070312 Penalty: 2132.450928
	Iteration 3Q: 3 clusters Score -126473.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -126493.023438 Penalty: 2132.450928
	Iteration 4Q: 3 clusters Score -126493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126514.625000 Penalty: 2132.450928
	Iteration 5Q: 3 clusters Score -126514.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126542.976562 Penalty: 2132.450928
	Iteration 6Q: 3 clusters Score -126543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126572.242188 Penalty: 2132.450928
	Iteration 7Q: 3 clusters Score -126572.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -126598.242188 Penalty: 2132.450928
	Iteration 8Q: 3 clusters Score -126598.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126613.375000 Penalty: 2132.450928
	Iteration 9Q: 3 clusters Score -126613.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126626.257812 Penalty: 2132.450928
	Iteration 10Q: 3 clusters Score -126626.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -126642.687500 Penalty: 2132.450928
	Iteration 11Q: 3 clusters Score -126642.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126662.101562 Penalty: 2132.450928
	Iteration 12Q: 3 clusters Score -126662.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126687.445312 Penalty: 2132.450928
	Iteration 13Q: 3 clusters Score -126687.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -126706.437500 Penalty: 2132.450928
	Iteration 14Q: 3 clusters Score -126706.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -126719.460938 Penalty: 2132.450928
	Iteration 15Q: 3 clusters Score -126719.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -126730.171875 Penalty: 2132.450928
	Iteration 16Q: 3 clusters Score -126730.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126741.835938 Penalty: 2132.450928
	Iteration 17Q: 3 clusters Score -126741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126750.187500 Penalty: 2132.450928
	Iteration 18Q: 3 clusters Score -126750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -126760.984375 Penalty: 2132.450928
	Iteration 19Q: 3 clusters Score -126761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -126765.617188 Penalty: 2132.450928
	Iteration 20F: 3 clusters Score -126765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126770.617188 Penalty: 2132.450928
	Iteration 21Q: 3 clusters Score -126770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126775.835938 Penalty: 2132.450928
	Iteration 22Q: 3 clusters Score -126775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126779.226562 Penalty: 2132.450928
	Iteration 23Q: 3 clusters Score -126779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -126779.773438 Penalty: 2132.450928
	Iteration 24Q: 3 clusters Score -126779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -126802.617188 Penalty: 2132.450928
	Iteration 25Q: 3 clusters Score -126802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -126803.421875 Penalty: 2132.450928
	Iteration 26Q: 3 clusters Score -126803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -126804.671875 Penalty: 2132.450928
	Iteration 27Q: 3 clusters Score -126804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126807.031250 Penalty: 2132.450928
	Iteration 28Q: 3 clusters Score -126807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126809.796875 Penalty: 2132.450928
	Iteration 29Q: 3 clusters Score -126809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126810.007812 Penalty: 2132.450928
	Iteration 30Q: 3 clusters Score -126810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126810.007812 Penalty: 2132.450928
	Iteration 31F: 3 clusters Score -126810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (92903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Entering Unmasked Estep 
Score: -10277196.000000 Penalty: 1702.169556
	Iteration 0F: 2 clusters Score -1.02772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -10216155.000000 Penalty: 3404.339111
	Iteration 0F: 3 clusters Score -1.021616e+07 nChanged 43757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -10241672.000000 Penalty: 3404.339111
	Iteration 1F: 3 clusters Score -1.024167e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -10242634.000000 Penalty: 3404.339111
	Iteration 2Q: 3 clusters Score -1.024263e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -10243724.000000 Penalty: 3404.339111
	Iteration 3Q: 3 clusters Score -1.024372e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -10245008.000000 Penalty: 3404.339111
	Iteration 4Q: 3 clusters Score -1.024501e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -10246822.000000 Penalty: 3404.339111
	Iteration 5Q: 3 clusters Score -1.024682e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -10249390.000000 Penalty: 3404.339111
	Iteration 6F: 3 clusters Score -1.024939e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -10253310.000000 Penalty: 3404.339111
	Iteration 7F: 3 clusters Score -1.025331e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -10258367.000000 Penalty: 3404.339111
	Iteration 8F: 3 clusters Score -1.025837e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -10263784.000000 Penalty: 3404.339111
	Iteration 9F: 3 clusters Score -1.026378e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -10268417.000000 Penalty: 3404.339111
	Iteration 10F: 3 clusters Score -1.026842e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -10271918.000000 Penalty: 3404.339111
	Iteration 11Q: 3 clusters Score -1.027192e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -10274020.000000 Penalty: 3404.339111
	Iteration 12Q: 3 clusters Score -1.027402e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -10274950.000000 Penalty: 3404.339111
	Iteration 13Q: 3 clusters Score -1.027495e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -10275314.000000 Penalty: 3404.339111
	Iteration 14Q: 3 clusters Score -1.027531e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -10275579.000000 Penalty: 3404.339111
	Iteration 15Q: 3 clusters Score -1.027558e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -10275697.000000 Penalty: 3404.339111
	Iteration 16Q: 3 clusters Score -1.02757e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -10275749.000000 Penalty: 3404.339111
	Iteration 17Q: 3 clusters Score -1.027575e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -10275788.000000 Penalty: 3404.339111
	Iteration 18Q: 3 clusters Score -1.027579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -10275795.000000 Penalty: 3404.339111
	Iteration 19Q: 3 clusters Score -1.02758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -10275795.000000 Penalty: 3404.339111
	Iteration 20F: 3 clusters Score -1.02758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -10275807.000000 Penalty: 3404.339111
	Iteration 21Q: 3 clusters Score -1.027581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -10275811.000000 Penalty: 3404.339111
	Iteration 22Q: 3 clusters Score -1.027581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 92509 members 
Entering Unmasked Estep 
Score: -10275809.000000 Penalty: 3404.339111
	Iteration 23Q: 3 clusters Score -1.027581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -10275822.000000 Penalty: 3404.339111
	Iteration 24Q: 3 clusters Score -1.027582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 92518 members 
Entering Unmasked Estep 
Score: -10275821.000000 Penalty: 3404.339111
	Iteration 25Q: 3 clusters Score -1.027582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 92518 members 
Entering Unmasked Estep 
Score: -10275821.000000 Penalty: 3404.339111
	Iteration 26Q: 3 clusters Score -1.027582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 92518 members 
Entering Unmasked Estep 
Score: -10275821.000000 Penalty: 3404.339111
	Iteration 27F: 3 clusters Score -1.027582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Entering Unmasked Estep 
Score: -4499571.000000 Penalty: 1579.919189
	Iteration 0F: 2 clusters Score -4499571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4473074.000000 Penalty: 3159.838379
	Iteration 0F: 3 clusters Score -4473074 nChanged 18847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4483373.500000 Penalty: 3159.838379
	Iteration 1F: 3 clusters Score -4483374 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4483857.000000 Penalty: 3159.838379
	Iteration 2Q: 3 clusters Score -4483857 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4484353.000000 Penalty: 3159.838379
	Iteration 3Q: 3 clusters Score -4484353 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4484876.500000 Penalty: 3159.838379
	Iteration 4Q: 3 clusters Score -4484876 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4485396.500000 Penalty: 3159.838379
	Iteration 5Q: 3 clusters Score -4485396 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -4485946.000000 Penalty: 3159.838379
	Iteration 6Q: 3 clusters Score -4485946 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4486507.500000 Penalty: 3159.838379
	Iteration 7Q: 3 clusters Score -4486508 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4487068.500000 Penalty: 3159.838379
	Iteration 8Q: 3 clusters Score -4487068 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4487597.000000 Penalty: 3159.838379
	Iteration 9Q: 3 clusters Score -4487597 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4488103.500000 Penalty: 3159.838379
	Iteration 10Q: 3 clusters Score -4488104 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4488505.500000 Penalty: 3159.838379
	Iteration 11Q: 3 clusters Score -4488506 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -4488817.000000 Penalty: 3159.838379
	Iteration 12Q: 3 clusters Score -4488817 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -4489091.000000 Penalty: 3159.838379
	Iteration 13Q: 3 clusters Score -4489091 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -4489369.000000 Penalty: 3159.838379
	Iteration 14Q: 3 clusters Score -4489369 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4489655.000000 Penalty: 3159.838379
	Iteration 15Q: 3 clusters Score -4489655 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4489983.500000 Penalty: 3159.838379
	Iteration 16Q: 3 clusters Score -4489984 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4490384.000000 Penalty: 3159.838379
	Iteration 17Q: 3 clusters Score -4490384 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4490857.500000 Penalty: 3159.838379
	Iteration 18Q: 3 clusters Score -4490858 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4491488.500000 Penalty: 3159.838379
	Iteration 19Q: 3 clusters Score -4491488 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4492279.000000 Penalty: 3159.838379
	Iteration 20F: 3 clusters Score -4492279 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -4493200.000000 Penalty: 3159.838379
	Iteration 21Q: 3 clusters Score -4493200 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4494125.000000 Penalty: 3159.838379
	Iteration 22Q: 3 clusters Score -4494125 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -4495034.500000 Penalty: 3159.838379
	Iteration 23Q: 3 clusters Score -4495034 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -4495978.500000 Penalty: 3159.838379
	Iteration 24Q: 3 clusters Score -4495978 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -4496739.000000 Penalty: 3159.838379
	Iteration 25Q: 3 clusters Score -4496739 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4497304.000000 Penalty: 3159.838379
	Iteration 26Q: 3 clusters Score -4497304 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4497737.000000 Penalty: 3159.838379
	Iteration 27Q: 3 clusters Score -4497737 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4497996.500000 Penalty: 3159.838379
	Iteration 28Q: 3 clusters Score -4497996 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4498194.500000 Penalty: 3159.838379
	Iteration 29Q: 3 clusters Score -4498194 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4498287.500000 Penalty: 3159.838379
	Iteration 30Q: 3 clusters Score -4498288 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4498376.000000 Penalty: 3159.838379
	Iteration 31Q: 3 clusters Score -4498376 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4498433.500000 Penalty: 3159.838379
	Iteration 32Q: 3 clusters Score -4498434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4498464.500000 Penalty: 3159.838379
	Iteration 33Q: 3 clusters Score -4498464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4498492.000000 Penalty: 3159.838379
	Iteration 34Q: 3 clusters Score -4498492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4498521.500000 Penalty: 3159.838379
	Iteration 35Q: 3 clusters Score -4498522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4498548.500000 Penalty: 3159.838379
	Iteration 36Q: 3 clusters Score -4498548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4498569.000000 Penalty: 3159.838379
	Iteration 37Q: 3 clusters Score -4498569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4498585.500000 Penalty: 3159.838379
	Iteration 38Q: 3 clusters Score -4498586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4498595.000000 Penalty: 3159.838379
	Iteration 39Q: 3 clusters Score -4498595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4498607.000000 Penalty: 3159.838379
	Iteration 40F: 3 clusters Score -4498607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4498613.500000 Penalty: 3159.838379
	Iteration 41Q: 3 clusters Score -4498614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4498626.500000 Penalty: 3159.838379
	Iteration 42Q: 3 clusters Score -4498626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4498627.000000 Penalty: 3159.838379
	Iteration 43Q: 3 clusters Score -4498627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4498636.000000 Penalty: 3159.838379
	Iteration 44Q: 3 clusters Score -4498636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4498638.000000 Penalty: 3159.838379
	Iteration 45Q: 3 clusters Score -4498638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4498643.000000 Penalty: 3159.838379
	Iteration 46Q: 3 clusters Score -4498643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4498642.500000 Penalty: 3159.838379
	Iteration 47Q: 3 clusters Score -4498642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4498644.000000 Penalty: 3159.838379
	Iteration 48Q: 3 clusters Score -4498644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4498651.000000 Penalty: 3159.838379
	Iteration 49Q: 3 clusters Score -4498651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4498654.000000 Penalty: 3159.838379
	Iteration 50Q: 3 clusters Score -4498654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4498656.500000 Penalty: 3159.838379
	Iteration 51Q: 3 clusters Score -4498656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4498657.000000 Penalty: 3159.838379
	Iteration 52Q: 3 clusters Score -4498657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4498670.000000 Penalty: 3159.838379
	Iteration 53Q: 3 clusters Score -4498670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4498673.500000 Penalty: 3159.838379
	Iteration 54Q: 3 clusters Score -4498674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4498674.000000 Penalty: 3159.838379
	Iteration 55Q: 3 clusters Score -4498674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4498684.500000 Penalty: 3159.838379
	Iteration 56Q: 3 clusters Score -4498684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4498681.500000 Penalty: 3159.838379
	Iteration 57Q: 3 clusters Score -4498682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4498684.500000 Penalty: 3159.838379
	Iteration 58Q: 3 clusters Score -4498684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4498682.000000 Penalty: 3159.838379
	Iteration 59Q: 3 clusters Score -4498682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4498685.000000 Penalty: 3159.838379
	Iteration 60F: 3 clusters Score -4498685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4498689.500000 Penalty: 3159.838379
	Iteration 61Q: 3 clusters Score -4498690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4498689.500000 Penalty: 3159.838379
	Iteration 62Q: 3 clusters Score -4498690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4498693.500000 Penalty: 3159.838379
	Iteration 63Q: 3 clusters Score -4498694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4498693.500000 Penalty: 3159.838379
	Iteration 64F: 3 clusters Score -4498694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Entering Unmasked Estep 
Score: -1690623.250000 Penalty: 1431.771362
	Iteration 0F: 2 clusters Score -1690623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1680679.875000 Penalty: 2863.542725
	Iteration 0F: 3 clusters Score -1680680 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1684145.500000 Penalty: 2863.542725
	Iteration 1F: 3 clusters Score -1684146 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1684517.750000 Penalty: 2863.542725
	Iteration 2F: 3 clusters Score -1684518 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1684790.500000 Penalty: 2863.542725
	Iteration 3F: 3 clusters Score -1684790 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1684995.625000 Penalty: 2863.542725
	Iteration 4Q: 3 clusters Score -1684996 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1685162.000000 Penalty: 2863.542725
	Iteration 5Q: 3 clusters Score -1685162 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1685290.250000 Penalty: 2863.542725
	Iteration 6Q: 3 clusters Score -1685290 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1685436.000000 Penalty: 2863.542725
	Iteration 7Q: 3 clusters Score -1685436 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1685594.000000 Penalty: 2863.542725
	Iteration 8Q: 3 clusters Score -1685594 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1685721.375000 Penalty: 2863.542725
	Iteration 9Q: 3 clusters Score -1685721 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1685836.000000 Penalty: 2863.542725
	Iteration 10Q: 3 clusters Score -1685836 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1685954.875000 Penalty: 2863.542725
	Iteration 11Q: 3 clusters Score -1685955 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1686065.875000 Penalty: 2863.542725
	Iteration 12Q: 3 clusters Score -1686066 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1686187.125000 Penalty: 2863.542725
	Iteration 13Q: 3 clusters Score -1686187 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1686328.250000 Penalty: 2863.542725
	Iteration 14Q: 3 clusters Score -1686328 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1686492.000000 Penalty: 2863.542725
	Iteration 15Q: 3 clusters Score -1686492 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1686684.000000 Penalty: 2863.542725
	Iteration 16Q: 3 clusters Score -1686684 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1686924.750000 Penalty: 2863.542725
	Iteration 17Q: 3 clusters Score -1686925 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1687185.625000 Penalty: 2863.542725
	Iteration 18Q: 3 clusters Score -1687186 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1687473.500000 Penalty: 2863.542725
	Iteration 19Q: 3 clusters Score -1687474 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1687773.750000 Penalty: 2863.542725
	Iteration 20F: 3 clusters Score -1687774 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1688060.500000 Penalty: 2863.542725
	Iteration 21Q: 3 clusters Score -1688060 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1688317.000000 Penalty: 2863.542725
	Iteration 22Q: 3 clusters Score -1688317 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1688564.625000 Penalty: 2863.542725
	Iteration 23Q: 3 clusters Score -1688565 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1688776.875000 Penalty: 2863.542725
	Iteration 24Q: 3 clusters Score -1688777 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1688963.625000 Penalty: 2863.542725
	Iteration 25Q: 3 clusters Score -1688964 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1689127.375000 Penalty: 2863.542725
	Iteration 26Q: 3 clusters Score -1689127 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1689267.000000 Penalty: 2863.542725
	Iteration 27Q: 3 clusters Score -1689267 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1689359.625000 Penalty: 2863.542725
	Iteration 28Q: 3 clusters Score -1689360 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1689435.625000 Penalty: 2863.542725
	Iteration 29Q: 3 clusters Score -1689436 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1689481.250000 Penalty: 2863.542725
	Iteration 30Q: 3 clusters Score -1689481 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1689521.125000 Penalty: 2863.542725
	Iteration 31Q: 3 clusters Score -1689521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1689550.500000 Penalty: 2863.542725
	Iteration 32Q: 3 clusters Score -1689550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1689574.250000 Penalty: 2863.542725
	Iteration 33Q: 3 clusters Score -1689574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1689601.250000 Penalty: 2863.542725
	Iteration 34Q: 3 clusters Score -1689601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1689621.000000 Penalty: 2863.542725
	Iteration 35Q: 3 clusters Score -1689621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1689644.250000 Penalty: 2863.542725
	Iteration 36Q: 3 clusters Score -1689644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1689661.000000 Penalty: 2863.542725
	Iteration 37Q: 3 clusters Score -1689661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1689674.000000 Penalty: 2863.542725
	Iteration 38Q: 3 clusters Score -1689674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1689685.250000 Penalty: 2863.542725
	Iteration 39Q: 3 clusters Score -1689685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1689694.625000 Penalty: 2863.542725
	Iteration 40F: 3 clusters Score -1689695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1689703.000000 Penalty: 2863.542725
	Iteration 41Q: 3 clusters Score -1689703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1689708.125000 Penalty: 2863.542725
	Iteration 42Q: 3 clusters Score -1689708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1689709.875000 Penalty: 2863.542725
	Iteration 43Q: 3 clusters Score -1689710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1689714.250000 Penalty: 2863.542725
	Iteration 44Q: 3 clusters Score -1689714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1689716.500000 Penalty: 2863.542725
	Iteration 45Q: 3 clusters Score -1689716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1689721.125000 Penalty: 2863.542725
	Iteration 46Q: 3 clusters Score -1689721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1689724.250000 Penalty: 2863.542725
	Iteration 47Q: 3 clusters Score -1689724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1689728.500000 Penalty: 2863.542725
	Iteration 48Q: 3 clusters Score -1689728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1689732.875000 Penalty: 2863.542725
	Iteration 49Q: 3 clusters Score -1689733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1689733.625000 Penalty: 2863.542725
	Iteration 50Q: 3 clusters Score -1689734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1689736.000000 Penalty: 2863.542725
	Iteration 51Q: 3 clusters Score -1689736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1689739.750000 Penalty: 2863.542725
	Iteration 52Q: 3 clusters Score -1689740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1689742.125000 Penalty: 2863.542725
	Iteration 53Q: 3 clusters Score -1689742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1689741.125000 Penalty: 2863.542725
	Iteration 54Q: 3 clusters Score -1689741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1689742.875000 Penalty: 2863.542725
	Iteration 55Q: 3 clusters Score -1689743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1689742.750000 Penalty: 2863.542725
	Iteration 56Q: 3 clusters Score -1689743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1689749.750000 Penalty: 2863.542725
	Iteration 57Q: 3 clusters Score -1689750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1689750.125000 Penalty: 2863.542725
	Iteration 58Q: 3 clusters Score -1689750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1689750.500000 Penalty: 2863.542725
	Iteration 59Q: 3 clusters Score -1689750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1689750.625000 Penalty: 2863.542725
	Iteration 60F: 3 clusters Score -1689751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1689752.250000 Penalty: 2863.542725
	Iteration 61Q: 3 clusters Score -1689752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1689757.125000 Penalty: 2863.542725
	Iteration 62Q: 3 clusters Score -1689757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1689759.250000 Penalty: 2863.542725
	Iteration 63Q: 3 clusters Score -1689759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1689759.125000 Penalty: 2863.542725
	Iteration 64Q: 3 clusters Score -1689759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1689759.500000 Penalty: 2863.542725
	Iteration 65Q: 3 clusters Score -1689760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1689760.875000 Penalty: 2863.542725
	Iteration 66Q: 3 clusters Score -1689761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1689762.000000 Penalty: 2863.542725
	Iteration 67Q: 3 clusters Score -1689762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1689760.750000 Penalty: 2863.542725
	Iteration 68Q: 3 clusters Score -1689761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1689763.875000 Penalty: 2863.542725
	Iteration 69Q: 3 clusters Score -1689764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1689764.375000 Penalty: 2863.542725
	Iteration 70Q: 3 clusters Score -1689764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1689764.375000 Penalty: 2863.542725
	Iteration 71F: 3 clusters Score -1689764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Entering Unmasked Estep 
Score: -1479402.875000 Penalty: 1417.635376
	Iteration 0F: 2 clusters Score -1479403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1470291.375000 Penalty: 2835.270752
	Iteration 0F: 3 clusters Score -1470291 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1473421.750000 Penalty: 2835.270752
	Iteration 1F: 3 clusters Score -1473422 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1473790.875000 Penalty: 2835.270752
	Iteration 2F: 3 clusters Score -1473791 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1474069.375000 Penalty: 2835.270752
	Iteration 3Q: 3 clusters Score -1474069 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1474314.875000 Penalty: 2835.270752
	Iteration 4Q: 3 clusters Score -1474315 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1474558.250000 Penalty: 2835.270752
	Iteration 5Q: 3 clusters Score -1474558 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1474829.000000 Penalty: 2835.270752
	Iteration 6Q: 3 clusters Score -1474829 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1475122.750000 Penalty: 2835.270752
	Iteration 7Q: 3 clusters Score -1475123 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1475477.875000 Penalty: 2835.270752
	Iteration 8Q: 3 clusters Score -1475478 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1475841.375000 Penalty: 2835.270752
	Iteration 9Q: 3 clusters Score -1475841 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1476223.625000 Penalty: 2835.270752
	Iteration 10Q: 3 clusters Score -1476224 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1476623.750000 Penalty: 2835.270752
	Iteration 11Q: 3 clusters Score -1476624 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1477022.000000 Penalty: 2835.270752
	Iteration 12Q: 3 clusters Score -1477022 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1477374.250000 Penalty: 2835.270752
	Iteration 13Q: 3 clusters Score -1477374 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1477623.875000 Penalty: 2835.270752
	Iteration 14Q: 3 clusters Score -1477624 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1477797.125000 Penalty: 2835.270752
	Iteration 15Q: 3 clusters Score -1477797 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1477957.500000 Penalty: 2835.270752
	Iteration 16Q: 3 clusters Score -1477958 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1478062.125000 Penalty: 2835.270752
	Iteration 17Q: 3 clusters Score -1478062 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1478146.250000 Penalty: 2835.270752
	Iteration 18Q: 3 clusters Score -1478146 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1478242.000000 Penalty: 2835.270752
	Iteration 19Q: 3 clusters Score -1478242 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1478316.375000 Penalty: 2835.270752
	Iteration 20F: 3 clusters Score -1478316 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1478369.500000 Penalty: 2835.270752
	Iteration 21Q: 3 clusters Score -1478370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1478411.500000 Penalty: 2835.270752
	Iteration 22Q: 3 clusters Score -1478412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1478446.625000 Penalty: 2835.270752
	Iteration 23Q: 3 clusters Score -1478447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1478475.375000 Penalty: 2835.270752
	Iteration 24Q: 3 clusters Score -1478475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1478500.125000 Penalty: 2835.270752
	Iteration 25Q: 3 clusters Score -1478500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1478510.750000 Penalty: 2835.270752
	Iteration 26Q: 3 clusters Score -1478511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1478517.125000 Penalty: 2835.270752
	Iteration 27Q: 3 clusters Score -1478517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1478521.250000 Penalty: 2835.270752
	Iteration 28Q: 3 clusters Score -1478521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1478525.750000 Penalty: 2835.270752
	Iteration 29Q: 3 clusters Score -1478526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1478530.500000 Penalty: 2835.270752
	Iteration 30Q: 3 clusters Score -1478530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1478532.250000 Penalty: 2835.270752
	Iteration 31Q: 3 clusters Score -1478532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1478533.750000 Penalty: 2835.270752
	Iteration 32Q: 3 clusters Score -1478534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1478535.625000 Penalty: 2835.270752
	Iteration 33Q: 3 clusters Score -1478536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1478536.375000 Penalty: 2835.270752
	Iteration 34Q: 3 clusters Score -1478536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1478537.375000 Penalty: 2835.270752
	Iteration 35Q: 3 clusters Score -1478537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1478537.375000 Penalty: 2835.270752
	Iteration 36F: 3 clusters Score -1478537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -581245.750000 Penalty: 1284.963867
	Iteration 0F: 2 clusters Score -581245.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -577186.187500 Penalty: 2569.927734
	Iteration 0F: 3 clusters Score -577186.2 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -578569.937500 Penalty: 2569.927734
	Iteration 1F: 3 clusters Score -578569.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -578927.312500 Penalty: 2569.927734
	Iteration 2F: 3 clusters Score -578927.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -579230.062500 Penalty: 2569.927734
	Iteration 3F: 3 clusters Score -579230.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -579483.562500 Penalty: 2569.927734
	Iteration 4F: 3 clusters Score -579483.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -579699.937500 Penalty: 2569.927734
	Iteration 5Q: 3 clusters Score -579699.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -579896.687500 Penalty: 2569.927734
	Iteration 6Q: 3 clusters Score -579896.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -580055.375000 Penalty: 2569.927734
	Iteration 7Q: 3 clusters Score -580055.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -580194.875000 Penalty: 2569.927734
	Iteration 8Q: 3 clusters Score -580194.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -580308.125000 Penalty: 2569.927734
	Iteration 9Q: 3 clusters Score -580308.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -580417.062500 Penalty: 2569.927734
	Iteration 10Q: 3 clusters Score -580417.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -580520.750000 Penalty: 2569.927734
	Iteration 11Q: 3 clusters Score -580520.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -580634.125000 Penalty: 2569.927734
	Iteration 12Q: 3 clusters Score -580634.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -580744.062500 Penalty: 2569.927734
	Iteration 13Q: 3 clusters Score -580744.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -580845.500000 Penalty: 2569.927734
	Iteration 14Q: 3 clusters Score -580845.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -580941.062500 Penalty: 2569.927734
	Iteration 15Q: 3 clusters Score -580941.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -581019.750000 Penalty: 2569.927734
	Iteration 16Q: 3 clusters Score -581019.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -581077.312500 Penalty: 2569.927734
	Iteration 17Q: 3 clusters Score -581077.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -581121.750000 Penalty: 2569.927734
	Iteration 18Q: 3 clusters Score -581121.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -581164.562500 Penalty: 2569.927734
	Iteration 19Q: 3 clusters Score -581164.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -581198.812500 Penalty: 2569.927734
	Iteration 20F: 3 clusters Score -581198.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -581222.625000 Penalty: 2569.927734
	Iteration 21Q: 3 clusters Score -581222.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -581240.562500 Penalty: 2569.927734
	Iteration 22Q: 3 clusters Score -581240.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -581253.250000 Penalty: 2569.927734
	Iteration 23Q: 3 clusters Score -581253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -581260.312500 Penalty: 2569.927734
	Iteration 24Q: 3 clusters Score -581260.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -581264.812500 Penalty: 2569.927734
	Iteration 25Q: 3 clusters Score -581264.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -581266.437500 Penalty: 2569.927734
	Iteration 26Q: 3 clusters Score -581266.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -581267.687500 Penalty: 2569.927734
	Iteration 27Q: 3 clusters Score -581267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -581268.250000 Penalty: 2569.927734
	Iteration 28Q: 3 clusters Score -581268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -581269.187500 Penalty: 2569.927734
	Iteration 29Q: 3 clusters Score -581269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -581268.437500 Penalty: 2569.927734
	Iteration 30Q: 3 clusters Score -581268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -581269.812500 Penalty: 2569.927734
	Iteration 31Q: 3 clusters Score -581269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -581269.812500 Penalty: 2569.927734
	Iteration 32Q: 3 clusters Score -581269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -581269.812500 Penalty: 2569.927734
	Iteration 33F: 3 clusters Score -581269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30113 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51331 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 92903 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13727 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 28999 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13414 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38636 members 
Mstep: Class 26 contains 3502 members 
Entering Unmasked Estep 
Score: -78716464.000000 Penalty: 52258.027344
Splitting cluster 18 changes total score from -78717176.000000 to -78716464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (28999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Entering Unmasked Estep 
Score: -3226278.750000 Penalty: 1528.922485
	Iteration 0F: 2 clusters Score -3226279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3207473.250000 Penalty: 3057.844971
	Iteration 0F: 3 clusters Score -3207473 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3214604.250000 Penalty: 3057.844971
	Iteration 1F: 3 clusters Score -3214604 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3215231.000000 Penalty: 3057.844971
	Iteration 2F: 3 clusters Score -3215231 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -3215870.250000 Penalty: 3057.844971
	Iteration 3F: 3 clusters Score -3215870 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3216508.000000 Penalty: 3057.844971
	Iteration 4Q: 3 clusters Score -3216508 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3217156.750000 Penalty: 3057.844971
	Iteration 5Q: 3 clusters Score -3217157 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3217786.750000 Penalty: 3057.844971
	Iteration 6Q: 3 clusters Score -3217787 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3218396.750000 Penalty: 3057.844971
	Iteration 7Q: 3 clusters Score -3218397 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3218971.500000 Penalty: 3057.844971
	Iteration 8Q: 3 clusters Score -3218972 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3219475.750000 Penalty: 3057.844971
	Iteration 9Q: 3 clusters Score -3219476 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3219911.750000 Penalty: 3057.844971
	Iteration 10Q: 3 clusters Score -3219912 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3220237.000000 Penalty: 3057.844971
	Iteration 11Q: 3 clusters Score -3220237 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3220574.250000 Penalty: 3057.844971
	Iteration 12Q: 3 clusters Score -3220574 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3220912.500000 Penalty: 3057.844971
	Iteration 13Q: 3 clusters Score -3220912 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3221238.250000 Penalty: 3057.844971
	Iteration 14Q: 3 clusters Score -3221238 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3221554.250000 Penalty: 3057.844971
	Iteration 15Q: 3 clusters Score -3221554 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3221852.500000 Penalty: 3057.844971
	Iteration 16Q: 3 clusters Score -3221852 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -3222084.750000 Penalty: 3057.844971
	Iteration 17Q: 3 clusters Score -3222085 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3222277.250000 Penalty: 3057.844971
	Iteration 18Q: 3 clusters Score -3222277 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3222413.000000 Penalty: 3057.844971
	Iteration 19Q: 3 clusters Score -3222413 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3222537.250000 Penalty: 3057.844971
	Iteration 20F: 3 clusters Score -3222537 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3222655.750000 Penalty: 3057.844971
	Iteration 21Q: 3 clusters Score -3222656 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3222752.250000 Penalty: 3057.844971
	Iteration 22Q: 3 clusters Score -3222752 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3222846.500000 Penalty: 3057.844971
	Iteration 23Q: 3 clusters Score -3222846 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3222930.750000 Penalty: 3057.844971
	Iteration 24Q: 3 clusters Score -3222931 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3223037.000000 Penalty: 3057.844971
	Iteration 25Q: 3 clusters Score -3223037 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3223127.250000 Penalty: 3057.844971
	Iteration 26Q: 3 clusters Score -3223127 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3223266.750000 Penalty: 3057.844971
	Iteration 27Q: 3 clusters Score -3223267 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3223399.500000 Penalty: 3057.844971
	Iteration 28Q: 3 clusters Score -3223400 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -3223533.000000 Penalty: 3057.844971
	Iteration 29Q: 3 clusters Score -3223533 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3223676.000000 Penalty: 3057.844971
	Iteration 30Q: 3 clusters Score -3223676 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3223833.250000 Penalty: 3057.844971
	Iteration 31Q: 3 clusters Score -3223833 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3224013.000000 Penalty: 3057.844971
	Iteration 32Q: 3 clusters Score -3224013 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3224193.750000 Penalty: 3057.844971
	Iteration 33Q: 3 clusters Score -3224194 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -3224394.250000 Penalty: 3057.844971
	Iteration 34Q: 3 clusters Score -3224394 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3224577.000000 Penalty: 3057.844971
	Iteration 35Q: 3 clusters Score -3224577 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3224728.000000 Penalty: 3057.844971
	Iteration 36Q: 3 clusters Score -3224728 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3224861.250000 Penalty: 3057.844971
	Iteration 37Q: 3 clusters Score -3224861 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3224969.500000 Penalty: 3057.844971
	Iteration 38Q: 3 clusters Score -3224970 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3225067.750000 Penalty: 3057.844971
	Iteration 39Q: 3 clusters Score -3225068 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3225165.000000 Penalty: 3057.844971
	Iteration 40F: 3 clusters Score -3225165 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3225248.000000 Penalty: 3057.844971
	Iteration 41Q: 3 clusters Score -3225248 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3225306.000000 Penalty: 3057.844971
	Iteration 42Q: 3 clusters Score -3225306 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3225348.000000 Penalty: 3057.844971
	Iteration 43Q: 3 clusters Score -3225348 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3225379.250000 Penalty: 3057.844971
	Iteration 44Q: 3 clusters Score -3225379 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -3225408.500000 Penalty: 3057.844971
	Iteration 45Q: 3 clusters Score -3225408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3225432.250000 Penalty: 3057.844971
	Iteration 46Q: 3 clusters Score -3225432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3225458.500000 Penalty: 3057.844971
	Iteration 47Q: 3 clusters Score -3225458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3225472.000000 Penalty: 3057.844971
	Iteration 48Q: 3 clusters Score -3225472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3225485.000000 Penalty: 3057.844971
	Iteration 49Q: 3 clusters Score -3225485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3225493.500000 Penalty: 3057.844971
	Iteration 50Q: 3 clusters Score -3225494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3225499.250000 Penalty: 3057.844971
	Iteration 51Q: 3 clusters Score -3225499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3225510.750000 Penalty: 3057.844971
	Iteration 52Q: 3 clusters Score -3225511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3225514.750000 Penalty: 3057.844971
	Iteration 53Q: 3 clusters Score -3225515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3225527.250000 Penalty: 3057.844971
	Iteration 54Q: 3 clusters Score -3225527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3225537.500000 Penalty: 3057.844971
	Iteration 55Q: 3 clusters Score -3225538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3225536.500000 Penalty: 3057.844971
	Iteration 56Q: 3 clusters Score -3225536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3225544.750000 Penalty: 3057.844971
	Iteration 57Q: 3 clusters Score -3225545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3225548.750000 Penalty: 3057.844971
	Iteration 58Q: 3 clusters Score -3225549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -3225552.500000 Penalty: 3057.844971
	Iteration 59Q: 3 clusters Score -3225552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3225559.500000 Penalty: 3057.844971
	Iteration 60F: 3 clusters Score -3225560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3225558.250000 Penalty: 3057.844971
	Iteration 61Q: 3 clusters Score -3225558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3225565.000000 Penalty: 3057.844971
	Iteration 62Q: 3 clusters Score -3225565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -3225570.250000 Penalty: 3057.844971
	Iteration 63Q: 3 clusters Score -3225570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3225571.250000 Penalty: 3057.844971
	Iteration 64Q: 3 clusters Score -3225571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3225576.250000 Penalty: 3057.844971
	Iteration 65Q: 3 clusters Score -3225576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3225578.000000 Penalty: 3057.844971
	Iteration 66Q: 3 clusters Score -3225578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3225575.750000 Penalty: 3057.844971
	Iteration 67Q: 3 clusters Score -3225576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3225577.750000 Penalty: 3057.844971
	Iteration 68Q: 3 clusters Score -3225578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3225577.500000 Penalty: 3057.844971
	Iteration 69Q: 3 clusters Score -3225578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3225583.250000 Penalty: 3057.844971
	Iteration 70Q: 3 clusters Score -3225583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3225580.000000 Penalty: 3057.844971
	Iteration 71Q: 3 clusters Score -3225580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3225581.750000 Penalty: 3057.844971
	Iteration 72Q: 3 clusters Score -3225582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3225581.750000 Penalty: 3057.844971
	Iteration 73Q: 3 clusters Score -3225582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3225580.250000 Penalty: 3057.844971
	Iteration 74Q: 3 clusters Score -3225580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3225580.750000 Penalty: 3057.844971
	Iteration 75Q: 3 clusters Score -3225581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3225584.750000 Penalty: 3057.844971
	Iteration 76Q: 3 clusters Score -3225585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3225585.750000 Penalty: 3057.844971
	Iteration 77Q: 3 clusters Score -3225586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3225585.500000 Penalty: 3057.844971
	Iteration 78Q: 3 clusters Score -3225586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3225587.750000 Penalty: 3057.844971
	Iteration 79Q: 3 clusters Score -3225588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3225587.250000 Penalty: 3057.844971
	Iteration 80F: 3 clusters Score -3225587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3225591.500000 Penalty: 3057.844971
	Iteration 81Q: 3 clusters Score -3225592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3225598.750000 Penalty: 3057.844971
	Iteration 82Q: 3 clusters Score -3225599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -3225596.250000 Penalty: 3057.844971
	Iteration 83Q: 3 clusters Score -3225596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3225600.750000 Penalty: 3057.844971
	Iteration 84Q: 3 clusters Score -3225601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3225599.750000 Penalty: 3057.844971
	Iteration 85Q: 3 clusters Score -3225600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3225601.250000 Penalty: 3057.844971
	Iteration 86Q: 3 clusters Score -3225601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3225599.500000 Penalty: 3057.844971
	Iteration 87Q: 3 clusters Score -3225600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3225602.250000 Penalty: 3057.844971
	Iteration 88Q: 3 clusters Score -3225602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3225601.500000 Penalty: 3057.844971
	Iteration 89Q: 3 clusters Score -3225602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3225605.500000 Penalty: 3057.844971
	Iteration 90Q: 3 clusters Score -3225606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3225605.500000 Penalty: 3057.844971
	Iteration 91F: 3 clusters Score -3225606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Entering Unmasked Estep 
Score: -4367511.000000 Penalty: 1575.460327
	Iteration 0F: 2 clusters Score -4367511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4341664.000000 Penalty: 3150.920654
	Iteration 0F: 3 clusters Score -4341664 nChanged 18176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -4351676.000000 Penalty: 3150.920654
	Iteration 1F: 3 clusters Score -4351676 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4352418.500000 Penalty: 3150.920654
	Iteration 2F: 3 clusters Score -4352418 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -4353219.000000 Penalty: 3150.920654
	Iteration 3F: 3 clusters Score -4353219 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4354182.500000 Penalty: 3150.920654
	Iteration 4F: 3 clusters Score -4354182 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -4355463.500000 Penalty: 3150.920654
	Iteration 5F: 3 clusters Score -4355464 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4357129.000000 Penalty: 3150.920654
	Iteration 6F: 3 clusters Score -4357129 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4359230.500000 Penalty: 3150.920654
	Iteration 7F: 3 clusters Score -4359230 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -4361420.500000 Penalty: 3150.920654
	Iteration 8F: 3 clusters Score -4361420 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -4363325.000000 Penalty: 3150.920654
	Iteration 9F: 3 clusters Score -4363325 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4364655.500000 Penalty: 3150.920654
	Iteration 10Q: 3 clusters Score -4364656 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -4365503.000000 Penalty: 3150.920654
	Iteration 11Q: 3 clusters Score -4365503 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -4365867.500000 Penalty: 3150.920654
	Iteration 12Q: 3 clusters Score -4365868 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -4366029.500000 Penalty: 3150.920654
	Iteration 13Q: 3 clusters Score -4366030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -4366135.000000 Penalty: 3150.920654
	Iteration 14Q: 3 clusters Score -4366135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -4366167.000000 Penalty: 3150.920654
	Iteration 15Q: 3 clusters Score -4366167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -4366189.500000 Penalty: 3150.920654
	Iteration 16Q: 3 clusters Score -4366190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -4366214.500000 Penalty: 3150.920654
	Iteration 17Q: 3 clusters Score -4366214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -4366212.500000 Penalty: 3150.920654
	Iteration 18Q: 3 clusters Score -4366212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -4366221.500000 Penalty: 3150.920654
	Iteration 19Q: 3 clusters Score -4366222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -4366228.500000 Penalty: 3150.920654
	Iteration 20F: 3 clusters Score -4366228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -4366232.000000 Penalty: 3150.920654
	Iteration 21Q: 3 clusters Score -4366232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -4366239.500000 Penalty: 3150.920654
	Iteration 22Q: 3 clusters Score -4366240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -4366239.500000 Penalty: 3150.920654
	Iteration 23Q: 3 clusters Score -4366240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -4366239.500000 Penalty: 3150.920654
	Iteration 24F: 3 clusters Score -4366240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Entering Unmasked Estep 
Score: -2771714.000000 Penalty: 1505.305176
	Iteration 0F: 2 clusters Score -2771714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2755578.250000 Penalty: 3010.610352
	Iteration 0F: 3 clusters Score -2755578 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2761477.250000 Penalty: 3010.610352
	Iteration 1F: 3 clusters Score -2761477 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2762016.250000 Penalty: 3010.610352
	Iteration 2F: 3 clusters Score -2762016 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2762510.750000 Penalty: 3010.610352
	Iteration 3F: 3 clusters Score -2762511 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2763025.250000 Penalty: 3010.610352
	Iteration 4F: 3 clusters Score -2763025 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2763575.500000 Penalty: 3010.610352
	Iteration 5Q: 3 clusters Score -2763576 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2764148.000000 Penalty: 3010.610352
	Iteration 6Q: 3 clusters Score -2764148 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2764734.250000 Penalty: 3010.610352
	Iteration 7Q: 3 clusters Score -2764734 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2765282.000000 Penalty: 3010.610352
	Iteration 8Q: 3 clusters Score -2765282 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2765851.250000 Penalty: 3010.610352
	Iteration 9Q: 3 clusters Score -2765851 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2766459.500000 Penalty: 3010.610352
	Iteration 10Q: 3 clusters Score -2766460 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2767062.500000 Penalty: 3010.610352
	Iteration 11Q: 3 clusters Score -2767062 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2767662.000000 Penalty: 3010.610352
	Iteration 12Q: 3 clusters Score -2767662 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2768219.000000 Penalty: 3010.610352
	Iteration 13Q: 3 clusters Score -2768219 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2768716.750000 Penalty: 3010.610352
	Iteration 14Q: 3 clusters Score -2768717 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2769139.250000 Penalty: 3010.610352
	Iteration 15Q: 3 clusters Score -2769139 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2769451.000000 Penalty: 3010.610352
	Iteration 16Q: 3 clusters Score -2769451 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2769678.250000 Penalty: 3010.610352
	Iteration 17Q: 3 clusters Score -2769678 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2769838.250000 Penalty: 3010.610352
	Iteration 18Q: 3 clusters Score -2769838 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2769987.750000 Penalty: 3010.610352
	Iteration 19Q: 3 clusters Score -2769988 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2770113.250000 Penalty: 3010.610352
	Iteration 20F: 3 clusters Score -2770113 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2770217.500000 Penalty: 3010.610352
	Iteration 21Q: 3 clusters Score -2770218 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2770310.750000 Penalty: 3010.610352
	Iteration 22Q: 3 clusters Score -2770311 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2770393.500000 Penalty: 3010.610352
	Iteration 23Q: 3 clusters Score -2770394 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2770451.000000 Penalty: 3010.610352
	Iteration 24Q: 3 clusters Score -2770451 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2770505.500000 Penalty: 3010.610352
	Iteration 25Q: 3 clusters Score -2770506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2770532.000000 Penalty: 3010.610352
	Iteration 26Q: 3 clusters Score -2770532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2770568.500000 Penalty: 3010.610352
	Iteration 27Q: 3 clusters Score -2770568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2770589.250000 Penalty: 3010.610352
	Iteration 28Q: 3 clusters Score -2770589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2770614.250000 Penalty: 3010.610352
	Iteration 29Q: 3 clusters Score -2770614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2770633.500000 Penalty: 3010.610352
	Iteration 30Q: 3 clusters Score -2770634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2770639.000000 Penalty: 3010.610352
	Iteration 31Q: 3 clusters Score -2770639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2770652.000000 Penalty: 3010.610352
	Iteration 32Q: 3 clusters Score -2770652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2770660.000000 Penalty: 3010.610352
	Iteration 33Q: 3 clusters Score -2770660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2770668.250000 Penalty: 3010.610352
	Iteration 34Q: 3 clusters Score -2770668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2770674.250000 Penalty: 3010.610352
	Iteration 35Q: 3 clusters Score -2770674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2770685.750000 Penalty: 3010.610352
	Iteration 36Q: 3 clusters Score -2770686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2770687.750000 Penalty: 3010.610352
	Iteration 37Q: 3 clusters Score -2770688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2770689.750000 Penalty: 3010.610352
	Iteration 38Q: 3 clusters Score -2770690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2770693.750000 Penalty: 3010.610352
	Iteration 39Q: 3 clusters Score -2770694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2770708.500000 Penalty: 3010.610352
	Iteration 40F: 3 clusters Score -2770708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2770707.750000 Penalty: 3010.610352
	Iteration 41Q: 3 clusters Score -2770708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2770707.750000 Penalty: 3010.610352
	Iteration 42Q: 3 clusters Score -2770708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2770705.250000 Penalty: 3010.610352
	Iteration 43Q: 3 clusters Score -2770705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2770708.250000 Penalty: 3010.610352
	Iteration 44Q: 3 clusters Score -2770708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2770718.000000 Penalty: 3010.610352
	Iteration 45Q: 3 clusters Score -2770718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2770721.750000 Penalty: 3010.610352
	Iteration 46Q: 3 clusters Score -2770722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2770723.750000 Penalty: 3010.610352
	Iteration 47Q: 3 clusters Score -2770724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2770724.000000 Penalty: 3010.610352
	Iteration 48Q: 3 clusters Score -2770724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2770725.250000 Penalty: 3010.610352
	Iteration 49Q: 3 clusters Score -2770725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2770729.250000 Penalty: 3010.610352
	Iteration 50Q: 3 clusters Score -2770729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2770733.250000 Penalty: 3010.610352
	Iteration 51Q: 3 clusters Score -2770733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2770736.000000 Penalty: 3010.610352
	Iteration 52Q: 3 clusters Score -2770736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2770738.250000 Penalty: 3010.610352
	Iteration 53Q: 3 clusters Score -2770738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2770736.500000 Penalty: 3010.610352
	Iteration 54Q: 3 clusters Score -2770736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2770743.500000 Penalty: 3010.610352
	Iteration 55Q: 3 clusters Score -2770744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2770743.750000 Penalty: 3010.610352
	Iteration 56Q: 3 clusters Score -2770744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2770746.000000 Penalty: 3010.610352
	Iteration 57Q: 3 clusters Score -2770746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2770742.750000 Penalty: 3010.610352
	Iteration 58Q: 3 clusters Score -2770743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2770742.250000 Penalty: 3010.610352
	Iteration 59Q: 3 clusters Score -2770742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2770741.500000 Penalty: 3010.610352
	Iteration 60F: 3 clusters Score -2770742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Entering Unmasked Estep 
Score: -7018567.000000 Penalty: 1646.999146
	Iteration 0F: 2 clusters Score -7018567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -6976790.500000 Penalty: 3293.998291
	Iteration 0F: 3 clusters Score -6976790 nChanged 29898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -6993415.000000 Penalty: 3293.998291
	Iteration 1F: 3 clusters Score -6993415 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -6994374.500000 Penalty: 3293.998291
	Iteration 2Q: 3 clusters Score -6994374 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -6995528.000000 Penalty: 3293.998291
	Iteration 3Q: 3 clusters Score -6995528 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -6997264.500000 Penalty: 3293.998291
	Iteration 4F: 3 clusters Score -6997264 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -6999974.000000 Penalty: 3293.998291
	Iteration 5F: 3 clusters Score -6999974 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -7004121.500000 Penalty: 3293.998291
	Iteration 6F: 3 clusters Score -7004122 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -7008953.500000 Penalty: 3293.998291
	Iteration 7F: 3 clusters Score -7008954 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -7013096.000000 Penalty: 3293.998291
	Iteration 8F: 3 clusters Score -7013096 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -7015559.500000 Penalty: 3293.998291
	Iteration 9Q: 3 clusters Score -7015560 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -7016771.000000 Penalty: 3293.998291
	Iteration 10Q: 3 clusters Score -7016771 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -7017318.000000 Penalty: 3293.998291
	Iteration 11Q: 3 clusters Score -7017318 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -7017550.000000 Penalty: 3293.998291
	Iteration 12Q: 3 clusters Score -7017550 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -7017668.500000 Penalty: 3293.998291
	Iteration 13Q: 3 clusters Score -7017668 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -7017747.500000 Penalty: 3293.998291
	Iteration 14Q: 3 clusters Score -7017748 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -7017809.500000 Penalty: 3293.998291
	Iteration 15Q: 3 clusters Score -7017810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -7017881.000000 Penalty: 3293.998291
	Iteration 16Q: 3 clusters Score -7017881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -7017968.000000 Penalty: 3293.998291
	Iteration 17Q: 3 clusters Score -7017968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -7018066.500000 Penalty: 3293.998291
	Iteration 18Q: 3 clusters Score -7018066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -7018149.000000 Penalty: 3293.998291
	Iteration 19Q: 3 clusters Score -7018149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -7018197.500000 Penalty: 3293.998291
	Iteration 20F: 3 clusters Score -7018198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -7018238.000000 Penalty: 3293.998291
	Iteration 21Q: 3 clusters Score -7018238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -7018273.000000 Penalty: 3293.998291
	Iteration 22Q: 3 clusters Score -7018273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -7018286.500000 Penalty: 3293.998291
	Iteration 23Q: 3 clusters Score -7018286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 63146 members 
Entering Unmasked Estep 
Score: -7018304.000000 Penalty: 3293.998291
	Iteration 24Q: 3 clusters Score -7018304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -7018319.500000 Penalty: 3293.998291
	Iteration 25Q: 3 clusters Score -7018320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -7018322.000000 Penalty: 3293.998291
	Iteration 26Q: 3 clusters Score -7018322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -7018329.500000 Penalty: 3293.998291
	Iteration 27Q: 3 clusters Score -7018330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -7018332.500000 Penalty: 3293.998291
	Iteration 28Q: 3 clusters Score -7018332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -7018331.000000 Penalty: 3293.998291
	Iteration 29Q: 3 clusters Score -7018331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -7018341.000000 Penalty: 3293.998291
	Iteration 30Q: 3 clusters Score -7018341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -7018340.000000 Penalty: 3293.998291
	Iteration 31Q: 3 clusters Score -7018340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -7018341.000000 Penalty: 3293.998291
	Iteration 32Q: 3 clusters Score -7018341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -7018340.500000 Penalty: 3293.998291
	Iteration 33Q: 3 clusters Score -7018340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -7018342.000000 Penalty: 3293.998291
	Iteration 34Q: 3 clusters Score -7018342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -7018344.000000 Penalty: 3293.998291
	Iteration 35Q: 3 clusters Score -7018344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -7018349.000000 Penalty: 3293.998291
	Iteration 36Q: 3 clusters Score -7018349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -7018358.000000 Penalty: 3293.998291
	Iteration 37Q: 3 clusters Score -7018358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -7018355.000000 Penalty: 3293.998291
	Iteration 38Q: 3 clusters Score -7018355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -7018355.500000 Penalty: 3293.998291
	Iteration 39Q: 3 clusters Score -7018356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -7018354.500000 Penalty: 3293.998291
	Iteration 40F: 3 clusters Score -7018354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -7018361.000000 Penalty: 3293.998291
	Iteration 41Q: 3 clusters Score -7018361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -7018364.000000 Penalty: 3293.998291
	Iteration 42Q: 3 clusters Score -7018364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -7018358.500000 Penalty: 3293.998291
	Iteration 43Q: 3 clusters Score -7018358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -7018367.000000 Penalty: 3293.998291
	Iteration 44Q: 3 clusters Score -7018367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -7018359.000000 Penalty: 3293.998291
	Iteration 45Q: 3 clusters Score -7018359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -7018365.500000 Penalty: 3293.998291
	Iteration 46Q: 3 clusters Score -7018366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -7018365.500000 Penalty: 3293.998291
	Iteration 47Q: 3 clusters Score -7018366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -7018360.000000 Penalty: 3293.998291
	Iteration 48Q: 3 clusters Score -7018360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -7018363.000000 Penalty: 3293.998291
	Iteration 49Q: 3 clusters Score -7018363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -7018360.000000 Penalty: 3293.998291
	Iteration 50Q: 3 clusters Score -7018360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -7018361.500000 Penalty: 3293.998291
	Iteration 51Q: 3 clusters Score -7018362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -7018361.500000 Penalty: 3293.998291
	Iteration 52Q: 3 clusters Score -7018362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -7018361.500000 Penalty: 3293.998291
	Iteration 53F: 3 clusters Score -7018362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Entering Unmasked Estep 
Score: -1449818.750000 Penalty: 1414.203247
	Iteration 0F: 2 clusters Score -1449819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1440930.000000 Penalty: 2828.406494
	Iteration 0F: 3 clusters Score -1440930 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1443974.875000 Penalty: 2828.406494
	Iteration 1F: 3 clusters Score -1443975 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1444310.375000 Penalty: 2828.406494
	Iteration 2F: 3 clusters Score -1444310 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1444545.250000 Penalty: 2828.406494
	Iteration 3Q: 3 clusters Score -1444545 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1444733.250000 Penalty: 2828.406494
	Iteration 4Q: 3 clusters Score -1444733 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1444880.125000 Penalty: 2828.406494
	Iteration 5Q: 3 clusters Score -1444880 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1445052.000000 Penalty: 2828.406494
	Iteration 6Q: 3 clusters Score -1445052 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1445254.125000 Penalty: 2828.406494
	Iteration 7Q: 3 clusters Score -1445254 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1445479.625000 Penalty: 2828.406494
	Iteration 8Q: 3 clusters Score -1445480 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1445697.250000 Penalty: 2828.406494
	Iteration 9Q: 3 clusters Score -1445697 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1445929.375000 Penalty: 2828.406494
	Iteration 10Q: 3 clusters Score -1445929 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1446189.250000 Penalty: 2828.406494
	Iteration 11Q: 3 clusters Score -1446189 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1446486.750000 Penalty: 2828.406494
	Iteration 12Q: 3 clusters Score -1446487 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1446802.375000 Penalty: 2828.406494
	Iteration 13Q: 3 clusters Score -1446802 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1447120.000000 Penalty: 2828.406494
	Iteration 14Q: 3 clusters Score -1447120 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1447413.750000 Penalty: 2828.406494
	Iteration 15Q: 3 clusters Score -1447414 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1447694.875000 Penalty: 2828.406494
	Iteration 16Q: 3 clusters Score -1447695 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1447939.125000 Penalty: 2828.406494
	Iteration 17Q: 3 clusters Score -1447939 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1448124.500000 Penalty: 2828.406494
	Iteration 18Q: 3 clusters Score -1448124 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1448280.750000 Penalty: 2828.406494
	Iteration 19Q: 3 clusters Score -1448281 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1448395.125000 Penalty: 2828.406494
	Iteration 20F: 3 clusters Score -1448395 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1448473.000000 Penalty: 2828.406494
	Iteration 21Q: 3 clusters Score -1448473 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1448533.250000 Penalty: 2828.406494
	Iteration 22Q: 3 clusters Score -1448533 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1448577.875000 Penalty: 2828.406494
	Iteration 23Q: 3 clusters Score -1448578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1448608.500000 Penalty: 2828.406494
	Iteration 24Q: 3 clusters Score -1448608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1448623.750000 Penalty: 2828.406494
	Iteration 25Q: 3 clusters Score -1448624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1448646.125000 Penalty: 2828.406494
	Iteration 26Q: 3 clusters Score -1448646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1448655.375000 Penalty: 2828.406494
	Iteration 27Q: 3 clusters Score -1448655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1448670.000000 Penalty: 2828.406494
	Iteration 28Q: 3 clusters Score -1448670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1448678.000000 Penalty: 2828.406494
	Iteration 29Q: 3 clusters Score -1448678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1448680.125000 Penalty: 2828.406494
	Iteration 30Q: 3 clusters Score -1448680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1448686.625000 Penalty: 2828.406494
	Iteration 31Q: 3 clusters Score -1448687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1448690.250000 Penalty: 2828.406494
	Iteration 32Q: 3 clusters Score -1448690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1448692.875000 Penalty: 2828.406494
	Iteration 33Q: 3 clusters Score -1448693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1448694.750000 Penalty: 2828.406494
	Iteration 34Q: 3 clusters Score -1448695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1448696.375000 Penalty: 2828.406494
	Iteration 35Q: 3 clusters Score -1448696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1448700.625000 Penalty: 2828.406494
	Iteration 36Q: 3 clusters Score -1448701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1448700.500000 Penalty: 2828.406494
	Iteration 37Q: 3 clusters Score -1448700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1448700.500000 Penalty: 2828.406494
	Iteration 38F: 3 clusters Score -1448700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Entering Unmasked Estep 
Score: -2016932.875000 Penalty: 1458.637695
	Iteration 0F: 2 clusters Score -2016933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2005107.375000 Penalty: 2917.275391
	Iteration 0F: 3 clusters Score -2005107 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2009435.125000 Penalty: 2917.275391
	Iteration 1F: 3 clusters Score -2009435 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2009806.875000 Penalty: 2917.275391
	Iteration 2F: 3 clusters Score -2009807 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2010129.750000 Penalty: 2917.275391
	Iteration 3Q: 3 clusters Score -2010130 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2010444.125000 Penalty: 2917.275391
	Iteration 4Q: 3 clusters Score -2010444 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2010764.375000 Penalty: 2917.275391
	Iteration 5Q: 3 clusters Score -2010764 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2011102.375000 Penalty: 2917.275391
	Iteration 6Q: 3 clusters Score -2011102 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2011489.500000 Penalty: 2917.275391
	Iteration 7Q: 3 clusters Score -2011490 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2011913.000000 Penalty: 2917.275391
	Iteration 8Q: 3 clusters Score -2011913 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2012344.000000 Penalty: 2917.275391
	Iteration 9Q: 3 clusters Score -2012344 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2012706.625000 Penalty: 2917.275391
	Iteration 10Q: 3 clusters Score -2012707 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2013078.875000 Penalty: 2917.275391
	Iteration 11Q: 3 clusters Score -2013079 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2013503.250000 Penalty: 2917.275391
	Iteration 12Q: 3 clusters Score -2013503 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2013957.125000 Penalty: 2917.275391
	Iteration 13Q: 3 clusters Score -2013957 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2014431.125000 Penalty: 2917.275391
	Iteration 14Q: 3 clusters Score -2014431 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2014838.000000 Penalty: 2917.275391
	Iteration 15Q: 3 clusters Score -2014838 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2015225.500000 Penalty: 2917.275391
	Iteration 16Q: 3 clusters Score -2015226 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2015558.375000 Penalty: 2917.275391
	Iteration 17Q: 3 clusters Score -2015558 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2015785.500000 Penalty: 2917.275391
	Iteration 18Q: 3 clusters Score -2015786 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2015953.625000 Penalty: 2917.275391
	Iteration 19Q: 3 clusters Score -2015954 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2016077.750000 Penalty: 2917.275391
	Iteration 20F: 3 clusters Score -2016078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2016155.000000 Penalty: 2917.275391
	Iteration 21Q: 3 clusters Score -2016155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2016205.750000 Penalty: 2917.275391
	Iteration 22Q: 3 clusters Score -2016206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2016229.625000 Penalty: 2917.275391
	Iteration 23Q: 3 clusters Score -2016230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2016248.125000 Penalty: 2917.275391
	Iteration 24Q: 3 clusters Score -2016248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2016252.375000 Penalty: 2917.275391
	Iteration 25Q: 3 clusters Score -2016252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2016266.750000 Penalty: 2917.275391
	Iteration 26Q: 3 clusters Score -2016267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2016268.125000 Penalty: 2917.275391
	Iteration 27Q: 3 clusters Score -2016268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2016275.125000 Penalty: 2917.275391
	Iteration 28Q: 3 clusters Score -2016275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2016280.500000 Penalty: 2917.275391
	Iteration 29Q: 3 clusters Score -2016280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2016280.875000 Penalty: 2917.275391
	Iteration 30Q: 3 clusters Score -2016281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2016278.125000 Penalty: 2917.275391
	Iteration 31Q: 3 clusters Score -2016278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2016278.250000 Penalty: 2917.275391
	Iteration 32Q: 3 clusters Score -2016278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2016279.500000 Penalty: 2917.275391
	Iteration 33Q: 3 clusters Score -2016280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2016282.000000 Penalty: 2917.275391
	Iteration 34Q: 3 clusters Score -2016282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2016284.125000 Penalty: 2917.275391
	Iteration 35Q: 3 clusters Score -2016284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2016285.375000 Penalty: 2917.275391
	Iteration 36Q: 3 clusters Score -2016285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2016288.625000 Penalty: 2917.275391
	Iteration 37Q: 3 clusters Score -2016289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2016286.500000 Penalty: 2917.275391
	Iteration 38Q: 3 clusters Score -2016286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2016286.875000 Penalty: 2917.275391
	Iteration 39Q: 3 clusters Score -2016287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2016289.625000 Penalty: 2917.275391
	Iteration 40F: 3 clusters Score -2016290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2016288.500000 Penalty: 2917.275391
	Iteration 41Q: 3 clusters Score -2016288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2016290.125000 Penalty: 2917.275391
	Iteration 42Q: 3 clusters Score -2016290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2016292.375000 Penalty: 2917.275391
	Iteration 43Q: 3 clusters Score -2016292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2016290.375000 Penalty: 2917.275391
	Iteration 44Q: 3 clusters Score -2016290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2016294.125000 Penalty: 2917.275391
	Iteration 45Q: 3 clusters Score -2016294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2016292.750000 Penalty: 2917.275391
	Iteration 46Q: 3 clusters Score -2016293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2016288.750000 Penalty: 2917.275391
	Iteration 47Q: 3 clusters Score -2016289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2016289.250000 Penalty: 2917.275391
	Iteration 48Q: 3 clusters Score -2016289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2016293.875000 Penalty: 2917.275391
	Iteration 49Q: 3 clusters Score -2016294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2016295.000000 Penalty: 2917.275391
	Iteration 50Q: 3 clusters Score -2016295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2016297.500000 Penalty: 2917.275391
	Iteration 51Q: 3 clusters Score -2016298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2016300.375000 Penalty: 2917.275391
	Iteration 52Q: 3 clusters Score -2016300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2016300.000000 Penalty: 2917.275391
	Iteration 53Q: 3 clusters Score -2016300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2016300.250000 Penalty: 2917.275391
	Iteration 54Q: 3 clusters Score -2016300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2016301.125000 Penalty: 2917.275391
	Iteration 55Q: 3 clusters Score -2016301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2016301.375000 Penalty: 2917.275391
	Iteration 56Q: 3 clusters Score -2016301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2016304.125000 Penalty: 2917.275391
	Iteration 57Q: 3 clusters Score -2016304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2016303.625000 Penalty: 2917.275391
	Iteration 58Q: 3 clusters Score -2016304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2016303.125000 Penalty: 2917.275391
	Iteration 59Q: 3 clusters Score -2016303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2016306.000000 Penalty: 2917.275391
	Iteration 60F: 3 clusters Score -2016306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Entering Unmasked Estep 
Score: -4303211.500000 Penalty: 1571.616699
	Iteration 0F: 2 clusters Score -4303212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4278128.500000 Penalty: 3143.233398
	Iteration 0F: 3 clusters Score -4278128 nChanged 17712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4288130.500000 Penalty: 3143.233398
	Iteration 1F: 3 clusters Score -4288130 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4288795.500000 Penalty: 3143.233398
	Iteration 2F: 3 clusters Score -4288796 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4289408.500000 Penalty: 3143.233398
	Iteration 3Q: 3 clusters Score -4289408 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4289947.000000 Penalty: 3143.233398
	Iteration 4Q: 3 clusters Score -4289947 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4290388.500000 Penalty: 3143.233398
	Iteration 5Q: 3 clusters Score -4290388 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4290823.500000 Penalty: 3143.233398
	Iteration 6Q: 3 clusters Score -4290824 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4291227.000000 Penalty: 3143.233398
	Iteration 7Q: 3 clusters Score -4291227 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4291601.500000 Penalty: 3143.233398
	Iteration 8Q: 3 clusters Score -4291602 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -4292042.000000 Penalty: 3143.233398
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Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 18577 members 
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Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4298692 nChanged 592
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Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24930 members 
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Mstep: Class 1 contains 25144 members 
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Mstep: Class 1 contains 25538 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4301802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4301805.000000 Penalty: 3143.233398
	Iteration 103Q: 3 clusters Score -4301805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4301809.000000 Penalty: 3143.233398
	Iteration 104Q: 3 clusters Score -4301809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4301819.500000 Penalty: 3143.233398
	Iteration 105Q: 3 clusters Score -4301820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4301833.500000 Penalty: 3143.233398
	Iteration 106Q: 3 clusters Score -4301834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4301845.500000 Penalty: 3143.233398
	Iteration 107Q: 3 clusters Score -4301846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4301855.500000 Penalty: 3143.233398
	Iteration 108Q: 3 clusters Score -4301856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4301861.500000 Penalty: 3143.233398
	Iteration 109Q: 3 clusters Score -4301862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4301870.500000 Penalty: 3143.233398
	Iteration 110Q: 3 clusters Score -4301870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4301878.000000 Penalty: 3143.233398
	Iteration 111Q: 3 clusters Score -4301878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4301894.000000 Penalty: 3143.233398
	Iteration 112Q: 3 clusters Score -4301894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4301903.000000 Penalty: 3143.233398
	Iteration 113Q: 3 clusters Score -4301903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4301902.500000 Penalty: 3143.233398
	Iteration 114Q: 3 clusters Score -4301902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4301900.500000 Penalty: 3143.233398
	Iteration 115Q: 3 clusters Score -4301900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4301897.000000 Penalty: 3143.233398
	Iteration 116Q: 3 clusters Score -4301897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4301896.500000 Penalty: 3143.233398
	Iteration 117Q: 3 clusters Score -4301896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4301907.500000 Penalty: 3143.233398
	Iteration 118Q: 3 clusters Score -4301908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4301916.500000 Penalty: 3143.233398
	Iteration 119Q: 3 clusters Score -4301916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4301908.000000 Penalty: 3143.233398
	Iteration 120F: 3 clusters Score -4301908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4301911.000000 Penalty: 3143.233398
	Iteration 121Q: 3 clusters Score -4301911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4301915.000000 Penalty: 3143.233398
	Iteration 122Q: 3 clusters Score -4301915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4301921.500000 Penalty: 3143.233398
	Iteration 123Q: 3 clusters Score -4301922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4301927.000000 Penalty: 3143.233398
	Iteration 124Q: 3 clusters Score -4301927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4301933.500000 Penalty: 3143.233398
	Iteration 125Q: 3 clusters Score -4301934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4301933.000000 Penalty: 3143.233398
	Iteration 126Q: 3 clusters Score -4301933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4301933.500000 Penalty: 3143.233398
	Iteration 127Q: 3 clusters Score -4301934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4301938.000000 Penalty: 3143.233398
	Iteration 128Q: 3 clusters Score -4301938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4301948.000000 Penalty: 3143.233398
	Iteration 129Q: 3 clusters Score -4301948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4301951.500000 Penalty: 3143.233398
	Iteration 130Q: 3 clusters Score -4301952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4301948.000000 Penalty: 3143.233398
	Iteration 131Q: 3 clusters Score -4301948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4301956.500000 Penalty: 3143.233398
	Iteration 132Q: 3 clusters Score -4301956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4301951.000000 Penalty: 3143.233398
	Iteration 133Q: 3 clusters Score -4301951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4301953.000000 Penalty: 3143.233398
	Iteration 134Q: 3 clusters Score -4301953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4301953.000000 Penalty: 3143.233398
	Iteration 135Q: 3 clusters Score -4301953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4301953.000000 Penalty: 3143.233398
	Iteration 136F: 3 clusters Score -4301953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30113 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51331 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 16584 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 92903 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13727 members 
Mstep: Class 18 contains 5628 members 
Mstep: Class 19 contains 28999 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13414 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717192.000000 Penalty: 50248.105469
Iteration 159Q: 26 clusters Score -7.871719e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30113 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38008 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51312 members 
Mstep: Class 11 contains 4356 members 
Mstep: Class 12 contains 16590 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 92913 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 5627 members 
Mstep: Class 19 contains 28999 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13413 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717184.000000 Penalty: 50248.105469
Iteration 160F: 26 clusters Score -7.871718e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30111 members 
Mstep: Class 4 contains 28117 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 38008 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51297 members 
Mstep: Class 11 contains 4378 members 
Mstep: Class 12 contains 16574 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 92924 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13727 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 19 contains 29000 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13414 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717176.000000 Penalty: 50248.105469
Iteration 161Q: 26 clusters Score -7.871718e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30111 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38008 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51267 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 16567 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 92930 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 5624 members 
Mstep: Class 19 contains 29000 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13411 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717120.000000 Penalty: 50248.105469
Iteration 162Q: 26 clusters Score -7.871712e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30111 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51242 members 
Mstep: Class 11 contains 4439 members 
Mstep: Class 12 contains 16566 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 92935 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 19 contains 28999 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13411 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717120.000000 Penalty: 50248.105469
Iteration 163Q: 26 clusters Score -7.871712e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30111 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51214 members 
Mstep: Class 11 contains 4474 members 
Mstep: Class 12 contains 16557 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 92937 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13731 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 28999 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717088.000000 Penalty: 50248.105469
Iteration 164Q: 26 clusters Score -7.871709e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30109 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31021 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51195 members 
Mstep: Class 11 contains 4494 members 
Mstep: Class 12 contains 16547 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 92944 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13735 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 28999 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717016.000000 Penalty: 50248.105469
Iteration 165Q: 26 clusters Score -7.871702e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30111 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31020 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38010 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51173 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 16547 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 92948 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13732 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 29000 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717136.000000 Penalty: 50248.105469
Iteration 166Q: 26 clusters Score -7.871714e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30114 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31019 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38011 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51144 members 
Mstep: Class 11 contains 4538 members 
Mstep: Class 12 contains 16553 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 92951 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 29000 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717104.000000 Penalty: 50248.105469
Iteration 167Q: 26 clusters Score -7.87171e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30116 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31019 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38011 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51116 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 16554 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 92962 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39646 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717136.000000 Penalty: 50248.105469
Iteration 168Q: 26 clusters Score -7.871714e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30113 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31019 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51093 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 92970 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13728 members 
Mstep: Class 18 contains 5611 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39646 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13400 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717136.000000 Penalty: 50248.105469
Iteration 169Q: 26 clusters Score -7.871714e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30108 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31019 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38013 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51064 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 16560 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 92981 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13727 members 
Mstep: Class 18 contains 5609 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39646 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13400 members 
Mstep: Class 24 contains 18082 members 
Mstep: Class 25 contains 38636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717112.000000 Penalty: 50248.105469
Iteration 170Q: 26 clusters Score -7.871711e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30103 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31018 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38013 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51041 members 
Mstep: Class 11 contains 4620 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 92986 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39645 members 
Mstep: Class 21 contains 24743 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13401 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717232.000000 Penalty: 50248.105469
Iteration 171Q: 26 clusters Score -7.871723e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30103 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31018 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38013 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51020 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 16554 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 92995 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39644 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13399 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717256.000000 Penalty: 50248.105469
Iteration 172Q: 26 clusters Score -7.871726e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30100 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31018 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38013 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 51003 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 16561 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 93001 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13731 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39644 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64123 members 
Mstep: Class 23 contains 13401 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717280.000000 Penalty: 50248.105469
Iteration 173Q: 26 clusters Score -7.871728e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30101 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31018 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50999 members 
Mstep: Class 11 contains 4646 members 
Mstep: Class 12 contains 16566 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 93007 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39643 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64123 members 
Mstep: Class 23 contains 13401 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717280.000000 Penalty: 50248.105469
Iteration 174Q: 26 clusters Score -7.871728e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31018 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50986 members 
Mstep: Class 11 contains 4655 members 
Mstep: Class 12 contains 16566 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 93011 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64123 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717304.000000 Penalty: 50248.105469
Iteration 175Q: 26 clusters Score -7.87173e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31018 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50976 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 16566 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 93015 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64123 members 
Mstep: Class 23 contains 13404 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717280.000000 Penalty: 50248.105469
Iteration 176Q: 26 clusters Score -7.871728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30104 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31017 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50974 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 16563 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 93013 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64123 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717240.000000 Penalty: 50248.105469
Iteration 177Q: 26 clusters Score -7.871724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86104 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50970 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 16562 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93013 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13730 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64123 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717240.000000 Penalty: 50248.105469
Iteration 178Q: 26 clusters Score -7.871724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50971 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 16563 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93017 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13730 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64123 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717272.000000 Penalty: 50248.105469
Iteration 179Q: 26 clusters Score -7.871727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50971 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 16563 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93019 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13730 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64124 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717280.000000 Penalty: 50248.105469
Iteration 180F: 26 clusters Score -7.871728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30103 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50969 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 16563 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93022 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64123 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717248.000000 Penalty: 50248.105469
Iteration 181Q: 26 clusters Score -7.871725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30104 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50969 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93025 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64122 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717232.000000 Penalty: 50248.105469
Iteration 182Q: 26 clusters Score -7.871723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30105 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50968 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93027 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717232.000000 Penalty: 50248.105469
Iteration 183Q: 26 clusters Score -7.871723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50967 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93028 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717248.000000 Penalty: 50248.105469
Iteration 184Q: 26 clusters Score -7.871725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50962 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16563 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93031 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717288.000000 Penalty: 50248.105469
Iteration 185Q: 26 clusters Score -7.871729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50961 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16562 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93033 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717296.000000 Penalty: 50248.105469
Iteration 186Q: 26 clusters Score -7.87173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50959 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16563 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93034 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717312.000000 Penalty: 50248.105469
Iteration 187Q: 26 clusters Score -7.871731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50959 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93033 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717296.000000 Penalty: 50248.105469
Iteration 188Q: 26 clusters Score -7.87173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86103 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50960 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93033 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717288.000000 Penalty: 50248.105469
Iteration 189Q: 26 clusters Score -7.871729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86102 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50959 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93036 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13403 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717280.000000 Penalty: 50248.105469
Iteration 190Q: 26 clusters Score -7.871728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86102 members 
Mstep: Class 8 contains 38015 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50959 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93037 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13402 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717256.000000 Penalty: 50248.105469
Iteration 191Q: 26 clusters Score -7.871726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86102 members 
Mstep: Class 8 contains 38016 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50959 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93038 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13400 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717304.000000 Penalty: 50248.105469
Iteration 192Q: 26 clusters Score -7.87173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86102 members 
Mstep: Class 8 contains 38017 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50960 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93038 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13398 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717296.000000 Penalty: 50248.105469
Iteration 193Q: 26 clusters Score -7.87173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86102 members 
Mstep: Class 8 contains 38017 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50960 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93038 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 5595 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13398 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78717296.000000 Penalty: 50248.105469
Iteration 194F: 26 clusters Score -7.87173e+07 nChanged 0
Entering ConstructFrom: 
Score: -78717296.000000 Penalty: 50248.105469
Entering ConstructFrom: 
Trying to split cluster 1 (46428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Entering Unmasked Estep 
Score: -5114337.000000 Penalty: 1598.953979
	Iteration 0F: 2 clusters Score -5114337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5083966.000000 Penalty: 3197.907959
	Iteration 0F: 3 clusters Score -5083966 nChanged 21392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -5096085.000000 Penalty: 3197.907959
	Iteration 1F: 3 clusters Score -5096085 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -5096719.500000 Penalty: 3197.907959
	Iteration 2Q: 3 clusters Score -5096720 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -5097457.000000 Penalty: 3197.907959
	Iteration 3Q: 3 clusters Score -5097457 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -5098426.000000 Penalty: 3197.907959
	Iteration 4Q: 3 clusters Score -5098426 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -5099635.500000 Penalty: 3197.907959
	Iteration 5F: 3 clusters Score -5099636 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -5101233.000000 Penalty: 3197.907959
	Iteration 6F: 3 clusters Score -5101233 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -5103334.500000 Penalty: 3197.907959
	Iteration 7F: 3 clusters Score -5103334 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -5105698.000000 Penalty: 3197.907959
	Iteration 8F: 3 clusters Score -5105698 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -5108086.500000 Penalty: 3197.907959
	Iteration 9F: 3 clusters Score -5108086 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5110232.500000 Penalty: 3197.907959
	Iteration 10F: 3 clusters Score -5110232 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5111635.500000 Penalty: 3197.907959
	Iteration 11Q: 3 clusters Score -5111636 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5112316.000000 Penalty: 3197.907959
	Iteration 12Q: 3 clusters Score -5112316 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5112657.000000 Penalty: 3197.907959
	Iteration 13Q: 3 clusters Score -5112657 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5112837.500000 Penalty: 3197.907959
	Iteration 14Q: 3 clusters Score -5112838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5112927.000000 Penalty: 3197.907959
	Iteration 15Q: 3 clusters Score -5112927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5112998.500000 Penalty: 3197.907959
	Iteration 16Q: 3 clusters Score -5112998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5113035.000000 Penalty: 3197.907959
	Iteration 17Q: 3 clusters Score -5113035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5113045.500000 Penalty: 3197.907959
	Iteration 18Q: 3 clusters Score -5113046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5113056.500000 Penalty: 3197.907959
	Iteration 19Q: 3 clusters Score -5113056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5113065.000000 Penalty: 3197.907959
	Iteration 20F: 3 clusters Score -5113065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5113065.500000 Penalty: 3197.907959
	Iteration 21Q: 3 clusters Score -5113066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5113068.500000 Penalty: 3197.907959
	Iteration 22Q: 3 clusters Score -5113068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5113073.500000 Penalty: 3197.907959
	Iteration 23Q: 3 clusters Score -5113074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5113078.000000 Penalty: 3197.907959
	Iteration 24Q: 3 clusters Score -5113078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5113078.000000 Penalty: 3197.907959
	Iteration 25F: 3 clusters Score -5113078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -283673.062500 Penalty: 1154.376465
	Iteration 0F: 2 clusters Score -283673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -281604.406250 Penalty: 2308.752930
	Iteration 0F: 3 clusters Score -281604.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -282098.656250 Penalty: 2308.752930
	Iteration 1F: 3 clusters Score -282098.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -282188.093750 Penalty: 2308.752930
	Iteration 2F: 3 clusters Score -282188.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -282245.593750 Penalty: 2308.752930
	Iteration 3Q: 3 clusters Score -282245.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -282282.031250 Penalty: 2308.752930
	Iteration 4Q: 3 clusters Score -282282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -282312.375000 Penalty: 2308.752930
	Iteration 5Q: 3 clusters Score -282312.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -282337.000000 Penalty: 2308.752930
	Iteration 6Q: 3 clusters Score -282337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -282346.968750 Penalty: 2308.752930
	Iteration 7Q: 3 clusters Score -282347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -282354.437500 Penalty: 2308.752930
	Iteration 8Q: 3 clusters Score -282354.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -282360.812500 Penalty: 2308.752930
	Iteration 9Q: 3 clusters Score -282360.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -282370.375000 Penalty: 2308.752930
	Iteration 10Q: 3 clusters Score -282370.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -282375.156250 Penalty: 2308.752930
	Iteration 11Q: 3 clusters Score -282375.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -282379.406250 Penalty: 2308.752930
	Iteration 12Q: 3 clusters Score -282379.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -282383.468750 Penalty: 2308.752930
	Iteration 13Q: 3 clusters Score -282383.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -282387.000000 Penalty: 2308.752930
	Iteration 14Q: 3 clusters Score -282387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -282389.625000 Penalty: 2308.752930
	Iteration 15Q: 3 clusters Score -282389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -282389.812500 Penalty: 2308.752930
	Iteration 16Q: 3 clusters Score -282389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -282390.437500 Penalty: 2308.752930
	Iteration 17Q: 3 clusters Score -282390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -282390.437500 Penalty: 2308.752930
	Iteration 18F: 3 clusters Score -282390.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Entering Unmasked Estep 
Score: -3049555.000000 Penalty: 1534.502075
	Iteration 0F: 2 clusters Score -3049555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3029905.250000 Penalty: 3069.004150
	Iteration 0F: 3 clusters Score -3029905 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3037320.250000 Penalty: 3069.004150
	Iteration 1F: 3 clusters Score -3037320 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3037839.750000 Penalty: 3069.004150
	Iteration 2Q: 3 clusters Score -3037840 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3038254.750000 Penalty: 3069.004150
	Iteration 3Q: 3 clusters Score -3038255 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3038585.500000 Penalty: 3069.004150
	Iteration 4Q: 3 clusters Score -3038586 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3038873.500000 Penalty: 3069.004150
	Iteration 5Q: 3 clusters Score -3038874 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3039154.250000 Penalty: 3069.004150
	Iteration 6Q: 3 clusters Score -3039154 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3039437.750000 Penalty: 3069.004150
	Iteration 7Q: 3 clusters Score -3039438 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3039706.750000 Penalty: 3069.004150
	Iteration 8Q: 3 clusters Score -3039707 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3039966.250000 Penalty: 3069.004150
	Iteration 9Q: 3 clusters Score -3039966 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3040258.500000 Penalty: 3069.004150
	Iteration 10Q: 3 clusters Score -3040258 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3040560.750000 Penalty: 3069.004150
	Iteration 11Q: 3 clusters Score -3040561 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3040905.500000 Penalty: 3069.004150
	Iteration 12Q: 3 clusters Score -3040906 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3041226.250000 Penalty: 3069.004150
	Iteration 13Q: 3 clusters Score -3041226 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3041566.000000 Penalty: 3069.004150
	Iteration 14Q: 3 clusters Score -3041566 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -3041894.500000 Penalty: 3069.004150
	Iteration 15Q: 3 clusters Score -3041894 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3042230.500000 Penalty: 3069.004150
	Iteration 16Q: 3 clusters Score -3042230 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3042578.250000 Penalty: 3069.004150
	Iteration 17Q: 3 clusters Score -3042578 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3042967.000000 Penalty: 3069.004150
	Iteration 18Q: 3 clusters Score -3042967 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3043394.500000 Penalty: 3069.004150
	Iteration 19Q: 3 clusters Score -3043394 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3043809.500000 Penalty: 3069.004150
	Iteration 20F: 3 clusters Score -3043810 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -3044259.250000 Penalty: 3069.004150
	Iteration 21Q: 3 clusters Score -3044259 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3044691.750000 Penalty: 3069.004150
	Iteration 22Q: 3 clusters Score -3044692 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3045166.750000 Penalty: 3069.004150
	Iteration 23Q: 3 clusters Score -3045167 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3045659.500000 Penalty: 3069.004150
	Iteration 24Q: 3 clusters Score -3045660 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3046154.500000 Penalty: 3069.004150
	Iteration 25Q: 3 clusters Score -3046154 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3046638.500000 Penalty: 3069.004150
	Iteration 26Q: 3 clusters Score -3046638 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3047062.750000 Penalty: 3069.004150
	Iteration 27Q: 3 clusters Score -3047063 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3047451.000000 Penalty: 3069.004150
	Iteration 28Q: 3 clusters Score -3047451 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3047738.250000 Penalty: 3069.004150
	Iteration 29Q: 3 clusters Score -3047738 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3047956.000000 Penalty: 3069.004150
	Iteration 30Q: 3 clusters Score -3047956 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -3048139.250000 Penalty: 3069.004150
	Iteration 31Q: 3 clusters Score -3048139 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3048257.000000 Penalty: 3069.004150
	Iteration 32Q: 3 clusters Score -3048257 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3048343.250000 Penalty: 3069.004150
	Iteration 33Q: 3 clusters Score -3048343 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3048410.250000 Penalty: 3069.004150
	Iteration 34Q: 3 clusters Score -3048410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -3048453.750000 Penalty: 3069.004150
	Iteration 35Q: 3 clusters Score -3048454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -3048478.500000 Penalty: 3069.004150
	Iteration 36Q: 3 clusters Score -3048478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -3048484.500000 Penalty: 3069.004150
	Iteration 37Q: 3 clusters Score -3048484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3048488.500000 Penalty: 3069.004150
	Iteration 38Q: 3 clusters Score -3048488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3048503.500000 Penalty: 3069.004150
	Iteration 39Q: 3 clusters Score -3048504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3048513.250000 Penalty: 3069.004150
	Iteration 40F: 3 clusters Score -3048513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -3048520.750000 Penalty: 3069.004150
	Iteration 41Q: 3 clusters Score -3048521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3048528.000000 Penalty: 3069.004150
	Iteration 42Q: 3 clusters Score -3048528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -3048535.750000 Penalty: 3069.004150
	Iteration 43Q: 3 clusters Score -3048536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3048546.000000 Penalty: 3069.004150
	Iteration 44Q: 3 clusters Score -3048546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3048552.500000 Penalty: 3069.004150
	Iteration 45Q: 3 clusters Score -3048552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3048550.750000 Penalty: 3069.004150
	Iteration 46Q: 3 clusters Score -3048551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -3048553.500000 Penalty: 3069.004150
	Iteration 47Q: 3 clusters Score -3048554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3048562.250000 Penalty: 3069.004150
	Iteration 48Q: 3 clusters Score -3048562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3048560.250000 Penalty: 3069.004150
	Iteration 49Q: 3 clusters Score -3048560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3048565.000000 Penalty: 3069.004150
	Iteration 50Q: 3 clusters Score -3048565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -3048563.250000 Penalty: 3069.004150
	Iteration 51Q: 3 clusters Score -3048563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3048567.750000 Penalty: 3069.004150
	Iteration 52Q: 3 clusters Score -3048568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3048572.500000 Penalty: 3069.004150
	Iteration 53Q: 3 clusters Score -3048572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3048572.500000 Penalty: 3069.004150
	Iteration 54F: 3 clusters Score -3048572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Entering Unmasked Estep 
Score: -3148654.500000 Penalty: 1524.331787
	Iteration 0F: 2 clusters Score -3148654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3130383.500000 Penalty: 3048.663574
	Iteration 0F: 3 clusters Score -3130384 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3137328.250000 Penalty: 3048.663574
	Iteration 1F: 3 clusters Score -3137328 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3137894.000000 Penalty: 3048.663574
	Iteration 2F: 3 clusters Score -3137894 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3138404.750000 Penalty: 3048.663574
	Iteration 3Q: 3 clusters Score -3138405 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3138880.500000 Penalty: 3048.663574
	Iteration 4Q: 3 clusters Score -3138880 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3139406.750000 Penalty: 3048.663574
	Iteration 5Q: 3 clusters Score -3139407 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3139882.250000 Penalty: 3048.663574
	Iteration 6Q: 3 clusters Score -3139882 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3140335.250000 Penalty: 3048.663574
	Iteration 7Q: 3 clusters Score -3140335 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3140841.500000 Penalty: 3048.663574
	Iteration 8Q: 3 clusters Score -3140842 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3141324.500000 Penalty: 3048.663574
	Iteration 9Q: 3 clusters Score -3141324 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3141684.750000 Penalty: 3048.663574
	Iteration 10Q: 3 clusters Score -3141685 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3141959.000000 Penalty: 3048.663574
	Iteration 11Q: 3 clusters Score -3141959 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3142192.750000 Penalty: 3048.663574
	Iteration 12Q: 3 clusters Score -3142193 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3142392.250000 Penalty: 3048.663574
	Iteration 13Q: 3 clusters Score -3142392 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -3142520.750000 Penalty: 3048.663574
	Iteration 14Q: 3 clusters Score -3142521 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3142656.000000 Penalty: 3048.663574
	Iteration 15Q: 3 clusters Score -3142656 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3142793.000000 Penalty: 3048.663574
	Iteration 16Q: 3 clusters Score -3142793 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3142885.750000 Penalty: 3048.663574
	Iteration 17Q: 3 clusters Score -3142886 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3142955.000000 Penalty: 3048.663574
	Iteration 18Q: 3 clusters Score -3142955 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3143004.000000 Penalty: 3048.663574
	Iteration 19Q: 3 clusters Score -3143004 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3143074.500000 Penalty: 3048.663574
	Iteration 20F: 3 clusters Score -3143074 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3143145.250000 Penalty: 3048.663574
	Iteration 21Q: 3 clusters Score -3143145 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3143205.500000 Penalty: 3048.663574
	Iteration 22Q: 3 clusters Score -3143206 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -3143298.500000 Penalty: 3048.663574
	Iteration 23Q: 3 clusters Score -3143298 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3143398.750000 Penalty: 3048.663574
	Iteration 24Q: 3 clusters Score -3143399 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3143530.750000 Penalty: 3048.663574
	Iteration 25Q: 3 clusters Score -3143531 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3143710.250000 Penalty: 3048.663574
	Iteration 26Q: 3 clusters Score -3143710 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3143953.750000 Penalty: 3048.663574
	Iteration 27Q: 3 clusters Score -3143954 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3144207.250000 Penalty: 3048.663574
	Iteration 28Q: 3 clusters Score -3144207 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3144506.750000 Penalty: 3048.663574
	Iteration 29Q: 3 clusters Score -3144507 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3144856.500000 Penalty: 3048.663574
	Iteration 30Q: 3 clusters Score -3144856 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3145241.000000 Penalty: 3048.663574
	Iteration 31Q: 3 clusters Score -3145241 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3145654.250000 Penalty: 3048.663574
	Iteration 32Q: 3 clusters Score -3145654 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3146047.500000 Penalty: 3048.663574
	Iteration 33Q: 3 clusters Score -3146048 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3146384.750000 Penalty: 3048.663574
	Iteration 34Q: 3 clusters Score -3146385 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3146607.750000 Penalty: 3048.663574
	Iteration 35Q: 3 clusters Score -3146608 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3146797.750000 Penalty: 3048.663574
	Iteration 36Q: 3 clusters Score -3146798 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3146946.250000 Penalty: 3048.663574
	Iteration 37Q: 3 clusters Score -3146946 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3147045.000000 Penalty: 3048.663574
	Iteration 38Q: 3 clusters Score -3147045 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3147124.500000 Penalty: 3048.663574
	Iteration 39Q: 3 clusters Score -3147124 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3147190.250000 Penalty: 3048.663574
	Iteration 40F: 3 clusters Score -3147190 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3147250.750000 Penalty: 3048.663574
	Iteration 41Q: 3 clusters Score -3147251 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3147300.500000 Penalty: 3048.663574
	Iteration 42Q: 3 clusters Score -3147300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3147346.250000 Penalty: 3048.663574
	Iteration 43Q: 3 clusters Score -3147346 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3147383.750000 Penalty: 3048.663574
	Iteration 44Q: 3 clusters Score -3147384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3147412.500000 Penalty: 3048.663574
	Iteration 45Q: 3 clusters Score -3147412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3147445.250000 Penalty: 3048.663574
	Iteration 46Q: 3 clusters Score -3147445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3147474.250000 Penalty: 3048.663574
	Iteration 47Q: 3 clusters Score -3147474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3147496.250000 Penalty: 3048.663574
	Iteration 48Q: 3 clusters Score -3147496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3147522.250000 Penalty: 3048.663574
	Iteration 49Q: 3 clusters Score -3147522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3147538.250000 Penalty: 3048.663574
	Iteration 50Q: 3 clusters Score -3147538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3147554.250000 Penalty: 3048.663574
	Iteration 51Q: 3 clusters Score -3147554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3147563.500000 Penalty: 3048.663574
	Iteration 52Q: 3 clusters Score -3147564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3147572.000000 Penalty: 3048.663574
	Iteration 53Q: 3 clusters Score -3147572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3147571.000000 Penalty: 3048.663574
	Iteration 54Q: 3 clusters Score -3147571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3147591.250000 Penalty: 3048.663574
	Iteration 55Q: 3 clusters Score -3147591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3147593.000000 Penalty: 3048.663574
	Iteration 56Q: 3 clusters Score -3147593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3147601.750000 Penalty: 3048.663574
	Iteration 57Q: 3 clusters Score -3147602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3147604.500000 Penalty: 3048.663574
	Iteration 58Q: 3 clusters Score -3147604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3147609.500000 Penalty: 3048.663574
	Iteration 59Q: 3 clusters Score -3147610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3147618.750000 Penalty: 3048.663574
	Iteration 60F: 3 clusters Score -3147619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3147616.000000 Penalty: 3048.663574
	Iteration 61Q: 3 clusters Score -3147616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3147621.750000 Penalty: 3048.663574
	Iteration 62Q: 3 clusters Score -3147622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3147622.250000 Penalty: 3048.663574
	Iteration 63Q: 3 clusters Score -3147622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3147622.750000 Penalty: 3048.663574
	Iteration 64Q: 3 clusters Score -3147623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3147622.750000 Penalty: 3048.663574
	Iteration 65Q: 3 clusters Score -3147623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3147624.250000 Penalty: 3048.663574
	Iteration 66Q: 3 clusters Score -3147624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3147624.250000 Penalty: 3048.663574
	Iteration 67F: 3 clusters Score -3147624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Entering Unmasked Estep 
Score: -3415101.000000 Penalty: 1538.928101
	Iteration 0F: 2 clusters Score -3415101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3394764.750000 Penalty: 3077.856201
	Iteration 0F: 3 clusters Score -3394765 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3402294.000000 Penalty: 3077.856201
	Iteration 1F: 3 clusters Score -3402294 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3402786.250000 Penalty: 3077.856201
	Iteration 2Q: 3 clusters Score -3402786 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3403268.250000 Penalty: 3077.856201
	Iteration 3Q: 3 clusters Score -3403268 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3403718.750000 Penalty: 3077.856201
	Iteration 4Q: 3 clusters Score -3403719 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3404228.250000 Penalty: 3077.856201
	Iteration 5Q: 3 clusters Score -3404228 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3404802.250000 Penalty: 3077.856201
	Iteration 6Q: 3 clusters Score -3404802 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3405487.750000 Penalty: 3077.856201
	Iteration 7Q: 3 clusters Score -3405488 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3406318.500000 Penalty: 3077.856201
	Iteration 8Q: 3 clusters Score -3406318 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3407407.000000 Penalty: 3077.856201
	Iteration 9F: 3 clusters Score -3407407 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3408683.500000 Penalty: 3077.856201
	Iteration 10F: 3 clusters Score -3408684 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3410015.250000 Penalty: 3077.856201
	Iteration 11F: 3 clusters Score -3410015 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3411200.500000 Penalty: 3077.856201
	Iteration 12Q: 3 clusters Score -3411200 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3412131.750000 Penalty: 3077.856201
	Iteration 13Q: 3 clusters Score -3412132 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3412825.750000 Penalty: 3077.856201
	Iteration 14Q: 3 clusters Score -3412826 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -3413260.250000 Penalty: 3077.856201
	Iteration 15Q: 3 clusters Score -3413260 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3413541.750000 Penalty: 3077.856201
	Iteration 16Q: 3 clusters Score -3413542 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3413683.000000 Penalty: 3077.856201
	Iteration 17Q: 3 clusters Score -3413683 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3413767.250000 Penalty: 3077.856201
	Iteration 18Q: 3 clusters Score -3413767 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3413847.750000 Penalty: 3077.856201
	Iteration 19Q: 3 clusters Score -3413848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3413899.500000 Penalty: 3077.856201
	Iteration 20F: 3 clusters Score -3413900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3413948.250000 Penalty: 3077.856201
	Iteration 21Q: 3 clusters Score -3413948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -3413977.750000 Penalty: 3077.856201
	Iteration 22Q: 3 clusters Score -3413978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3414001.750000 Penalty: 3077.856201
	Iteration 23Q: 3 clusters Score -3414002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -3414020.250000 Penalty: 3077.856201
	Iteration 24Q: 3 clusters Score -3414020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3414034.750000 Penalty: 3077.856201
	Iteration 25Q: 3 clusters Score -3414035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -3414050.500000 Penalty: 3077.856201
	Iteration 26Q: 3 clusters Score -3414050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3414061.250000 Penalty: 3077.856201
	Iteration 27Q: 3 clusters Score -3414061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3414069.000000 Penalty: 3077.856201
	Iteration 28Q: 3 clusters Score -3414069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3414073.500000 Penalty: 3077.856201
	Iteration 29Q: 3 clusters Score -3414074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -3414074.000000 Penalty: 3077.856201
	Iteration 30Q: 3 clusters Score -3414074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3414076.250000 Penalty: 3077.856201
	Iteration 31Q: 3 clusters Score -3414076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -3414077.750000 Penalty: 3077.856201
	Iteration 32Q: 3 clusters Score -3414078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3414078.500000 Penalty: 3077.856201
	Iteration 33Q: 3 clusters Score -3414078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -3414078.500000 Penalty: 3077.856201
	Iteration 34Q: 3 clusters Score -3414078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3414075.250000 Penalty: 3077.856201
	Iteration 35Q: 3 clusters Score -3414075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3414075.250000 Penalty: 3077.856201
	Iteration 36F: 3 clusters Score -3414075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -183047.328125 Penalty: 1091.736206
	Iteration 0F: 2 clusters Score -183047.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -181474.984375 Penalty: 2183.472412
	Iteration 0F: 3 clusters Score -181475 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -181841.109375 Penalty: 2183.472412
	Iteration 1F: 3 clusters Score -181841.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -181936.734375 Penalty: 2183.472412
	Iteration 2F: 3 clusters Score -181936.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -181981.140625 Penalty: 2183.472412
	Iteration 3Q: 3 clusters Score -181981.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -182007.125000 Penalty: 2183.472412
	Iteration 4Q: 3 clusters Score -182007.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -182022.187500 Penalty: 2183.472412
	Iteration 5Q: 3 clusters Score -182022.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182032.656250 Penalty: 2183.472412
	Iteration 6Q: 3 clusters Score -182032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -182040.578125 Penalty: 2183.472412
	Iteration 7Q: 3 clusters Score -182040.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -182047.093750 Penalty: 2183.472412
	Iteration 8Q: 3 clusters Score -182047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -182049.937500 Penalty: 2183.472412
	Iteration 9Q: 3 clusters Score -182049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -182051.468750 Penalty: 2183.472412
	Iteration 10Q: 3 clusters Score -182051.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -182051.468750 Penalty: 2183.472412
	Iteration 11F: 3 clusters Score -182051.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Entering Unmasked Estep 
Score: -9518610.000000 Penalty: 1690.857300
	Iteration 0F: 2 clusters Score -9518610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -9462078.000000 Penalty: 3381.714600
	Iteration 0F: 3 clusters Score -9462078 nChanged 40563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -9485039.000000 Penalty: 3381.714600
	Iteration 1F: 3 clusters Score -9485039 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -9485715.000000 Penalty: 3381.714600
	Iteration 2Q: 3 clusters Score -9485715 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -9486568.000000 Penalty: 3381.714600
	Iteration 3Q: 3 clusters Score -9486568 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -9487601.000000 Penalty: 3381.714600
	Iteration 4Q: 3 clusters Score -9487601 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -9488869.000000 Penalty: 3381.714600
	Iteration 5Q: 3 clusters Score -9488869 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -9490482.000000 Penalty: 3381.714600
	Iteration 6Q: 3 clusters Score -9490482 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -9492580.000000 Penalty: 3381.714600
	Iteration 7F: 3 clusters Score -9492580 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -9495487.000000 Penalty: 3381.714600
	Iteration 8F: 3 clusters Score -9495487 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 64647 members 
Entering Unmasked Estep 
Score: -9499152.000000 Penalty: 3381.714600
	Iteration 9F: 3 clusters Score -9499152 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -9503419.000000 Penalty: 3381.714600
	Iteration 10F: 3 clusters Score -9503419 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -9507920.000000 Penalty: 3381.714600
	Iteration 11F: 3 clusters Score -9507920 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -9511984.000000 Penalty: 3381.714600
	Iteration 12F: 3 clusters Score -9511984 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -9514682.000000 Penalty: 3381.714600
	Iteration 13Q: 3 clusters Score -9514682 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -9516126.000000 Penalty: 3381.714600
	Iteration 14Q: 3 clusters Score -9516126 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -9516755.000000 Penalty: 3381.714600
	Iteration 15Q: 3 clusters Score -9516755 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -9517004.000000 Penalty: 3381.714600
	Iteration 16Q: 3 clusters Score -9517004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
Score: -9517114.000000 Penalty: 3381.714600
	Iteration 17Q: 3 clusters Score -9517114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -9517162.000000 Penalty: 3381.714600
	Iteration 18Q: 3 clusters Score -9517162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -9517185.000000 Penalty: 3381.714600
	Iteration 19Q: 3 clusters Score -9517185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -9517217.000000 Penalty: 3381.714600
	Iteration 20F: 3 clusters Score -9517217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -9517238.000000 Penalty: 3381.714600
	Iteration 21Q: 3 clusters Score -9517238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -9517260.000000 Penalty: 3381.714600
	Iteration 22Q: 3 clusters Score -9517260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -9517267.000000 Penalty: 3381.714600
	Iteration 23Q: 3 clusters Score -9517267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 85865 members 
Entering Unmasked Estep 
Score: -9517275.000000 Penalty: 3381.714600
	Iteration 24Q: 3 clusters Score -9517275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -9517275.000000 Penalty: 3381.714600
	Iteration 25Q: 3 clusters Score -9517275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -9517284.000000 Penalty: 3381.714600
	Iteration 26Q: 3 clusters Score -9517284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -9517291.000000 Penalty: 3381.714600
	Iteration 27Q: 3 clusters Score -9517291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -9517284.000000 Penalty: 3381.714600
	Iteration 28Q: 3 clusters Score -9517284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -9517284.000000 Penalty: 3381.714600
	Iteration 29Q: 3 clusters Score -9517284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 85874 members 
Entering Unmasked Estep 
Score: -9517291.000000 Penalty: 3381.714600
	Iteration 30Q: 3 clusters Score -9517291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 85875 members 
Entering Unmasked Estep 
Score: -9517291.000000 Penalty: 3381.714600
	Iteration 31Q: 3 clusters Score -9517291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -9517294.000000 Penalty: 3381.714600
	Iteration 32Q: 3 clusters Score -9517294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 85877 members 
Entering Unmasked Estep 
Score: -9517292.000000 Penalty: 3381.714600
	Iteration 33Q: 3 clusters Score -9517292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -9517290.000000 Penalty: 3381.714600
	Iteration 34Q: 3 clusters Score -9517290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -9517293.000000 Penalty: 3381.714600
	Iteration 35Q: 3 clusters Score -9517293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -9517293.000000 Penalty: 3381.714600
	Iteration 36F: 3 clusters Score -9517293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Entering Unmasked Estep 
Score: -4236074.000000 Penalty: 1569.213379
	Iteration 0F: 2 clusters Score -4236074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4211371.000000 Penalty: 3138.426758
	Iteration 0F: 3 clusters Score -4211371 nChanged 17410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4220788.000000 Penalty: 3138.426758
	Iteration 1F: 3 clusters Score -4220788 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -4221369.500000 Penalty: 3138.426758
	Iteration 2Q: 3 clusters Score -4221370 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4222021.000000 Penalty: 3138.426758
	Iteration 3Q: 3 clusters Score -4222021 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4222838.000000 Penalty: 3138.426758
	Iteration 4Q: 3 clusters Score -4222838 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -4223828.000000 Penalty: 3138.426758
	Iteration 5F: 3 clusters Score -4223828 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4224898.500000 Penalty: 3138.426758
	Iteration 6F: 3 clusters Score -4224898 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -4225881.500000 Penalty: 3138.426758
	Iteration 7F: 3 clusters Score -4225882 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -4226707.000000 Penalty: 3138.426758
	Iteration 8F: 3 clusters Score -4226707 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -4227356.500000 Penalty: 3138.426758
	Iteration 9Q: 3 clusters Score -4227356 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -4227904.000000 Penalty: 3138.426758
	Iteration 10Q: 3 clusters Score -4227904 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -4228344.500000 Penalty: 3138.426758
	Iteration 11Q: 3 clusters Score -4228344 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -4228746.000000 Penalty: 3138.426758
	Iteration 12Q: 3 clusters Score -4228746 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -4229222.000000 Penalty: 3138.426758
	Iteration 13Q: 3 clusters Score -4229222 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -4229735.000000 Penalty: 3138.426758
	Iteration 14Q: 3 clusters Score -4229735 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4230330.000000 Penalty: 3138.426758
	Iteration 15Q: 3 clusters Score -4230330 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4231078.000000 Penalty: 3138.426758
	Iteration 16Q: 3 clusters Score -4231078 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -4231835.500000 Penalty: 3138.426758
	Iteration 17Q: 3 clusters Score -4231836 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -4232463.500000 Penalty: 3138.426758
	Iteration 18Q: 3 clusters Score -4232464 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4232945.000000 Penalty: 3138.426758
	Iteration 19Q: 3 clusters Score -4232945 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4233213.500000 Penalty: 3138.426758
	Iteration 20F: 3 clusters Score -4233214 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4233401.500000 Penalty: 3138.426758
	Iteration 21Q: 3 clusters Score -4233402 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4233531.500000 Penalty: 3138.426758
	Iteration 22Q: 3 clusters Score -4233532 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -4233638.500000 Penalty: 3138.426758
	Iteration 23Q: 3 clusters Score -4233638 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -4233765.500000 Penalty: 3138.426758
	Iteration 24Q: 3 clusters Score -4233766 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4233853.500000 Penalty: 3138.426758
	Iteration 25Q: 3 clusters Score -4233854 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4233924.500000 Penalty: 3138.426758
	Iteration 26Q: 3 clusters Score -4233924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -4233982.500000 Penalty: 3138.426758
	Iteration 27Q: 3 clusters Score -4233982 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -4234045.000000 Penalty: 3138.426758
	Iteration 28Q: 3 clusters Score -4234045 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -4234112.500000 Penalty: 3138.426758
	Iteration 29Q: 3 clusters Score -4234112 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -4234184.500000 Penalty: 3138.426758
	Iteration 30Q: 3 clusters Score -4234184 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -4234253.000000 Penalty: 3138.426758
	Iteration 31Q: 3 clusters Score -4234253 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -4234292.000000 Penalty: 3138.426758
	Iteration 32Q: 3 clusters Score -4234292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4234323.500000 Penalty: 3138.426758
	Iteration 33Q: 3 clusters Score -4234324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4234357.500000 Penalty: 3138.426758
	Iteration 34Q: 3 clusters Score -4234358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -4234393.500000 Penalty: 3138.426758
	Iteration 35Q: 3 clusters Score -4234394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4234435.500000 Penalty: 3138.426758
	Iteration 36Q: 3 clusters Score -4234436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4234466.000000 Penalty: 3138.426758
	Iteration 37Q: 3 clusters Score -4234466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -4234488.500000 Penalty: 3138.426758
	Iteration 38Q: 3 clusters Score -4234488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4234512.000000 Penalty: 3138.426758
	Iteration 39Q: 3 clusters Score -4234512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4234529.500000 Penalty: 3138.426758
	Iteration 40F: 3 clusters Score -4234530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -4234560.500000 Penalty: 3138.426758
	Iteration 41Q: 3 clusters Score -4234560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -4234579.000000 Penalty: 3138.426758
	Iteration 42Q: 3 clusters Score -4234579 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -4234605.000000 Penalty: 3138.426758
	Iteration 43Q: 3 clusters Score -4234605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4234641.000000 Penalty: 3138.426758
	Iteration 44Q: 3 clusters Score -4234641 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4234668.500000 Penalty: 3138.426758
	Iteration 45Q: 3 clusters Score -4234668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4234681.500000 Penalty: 3138.426758
	Iteration 46Q: 3 clusters Score -4234682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4234701.500000 Penalty: 3138.426758
	Iteration 47Q: 3 clusters Score -4234702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -4234722.500000 Penalty: 3138.426758
	Iteration 48Q: 3 clusters Score -4234722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -4234735.500000 Penalty: 3138.426758
	Iteration 49Q: 3 clusters Score -4234736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -4234754.000000 Penalty: 3138.426758
	Iteration 50Q: 3 clusters Score -4234754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4234755.000000 Penalty: 3138.426758
	Iteration 51Q: 3 clusters Score -4234755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -4234774.000000 Penalty: 3138.426758
	Iteration 52Q: 3 clusters Score -4234774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -4234783.000000 Penalty: 3138.426758
	Iteration 53Q: 3 clusters Score -4234783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4234791.000000 Penalty: 3138.426758
	Iteration 54Q: 3 clusters Score -4234791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -4234810.000000 Penalty: 3138.426758
	Iteration 55Q: 3 clusters Score -4234810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -4234823.000000 Penalty: 3138.426758
	Iteration 56Q: 3 clusters Score -4234823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -4234829.000000 Penalty: 3138.426758
	Iteration 57Q: 3 clusters Score -4234829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -4234838.500000 Penalty: 3138.426758
	Iteration 58Q: 3 clusters Score -4234838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -4234837.500000 Penalty: 3138.426758
	Iteration 59Q: 3 clusters Score -4234838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -4234842.500000 Penalty: 3138.426758
	Iteration 60F: 3 clusters Score -4234842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4234850.000000 Penalty: 3138.426758
	Iteration 61Q: 3 clusters Score -4234850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4234863.500000 Penalty: 3138.426758
	Iteration 62Q: 3 clusters Score -4234864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4234868.000000 Penalty: 3138.426758
	Iteration 63Q: 3 clusters Score -4234868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -4234868.000000 Penalty: 3138.426758
	Iteration 64Q: 3 clusters Score -4234868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -4234881.500000 Penalty: 3138.426758
	Iteration 65Q: 3 clusters Score -4234882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4234875.500000 Penalty: 3138.426758
	Iteration 66Q: 3 clusters Score -4234876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -4234879.000000 Penalty: 3138.426758
	Iteration 67Q: 3 clusters Score -4234879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4234876.000000 Penalty: 3138.426758
	Iteration 68Q: 3 clusters Score -4234876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4234876.000000 Penalty: 3138.426758
	Iteration 69F: 3 clusters Score -4234876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Entering Unmasked Estep 
Score: -197434.156250 Penalty: 1117.633545
	Iteration 0F: 2 clusters Score -197434.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -195598.546875 Penalty: 2235.267090
	Iteration 0F: 3 clusters Score -195598.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196070.468750 Penalty: 2235.267090
	Iteration 1F: 3 clusters Score -196070.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196202.078125 Penalty: 2235.267090
	Iteration 2F: 3 clusters Score -196202.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196266.015625 Penalty: 2235.267090
	Iteration 3Q: 3 clusters Score -196266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196311.406250 Penalty: 2235.267090
	Iteration 4Q: 3 clusters Score -196311.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -196349.343750 Penalty: 2235.267090
	Iteration 5Q: 3 clusters Score -196349.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -196372.562500 Penalty: 2235.267090
	Iteration 6Q: 3 clusters Score -196372.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -196391.140625 Penalty: 2235.267090
	Iteration 7Q: 3 clusters Score -196391.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -196399.250000 Penalty: 2235.267090
	Iteration 8Q: 3 clusters Score -196399.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -196406.937500 Penalty: 2235.267090
	Iteration 9Q: 3 clusters Score -196406.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -196416.671875 Penalty: 2235.267090
	Iteration 10Q: 3 clusters Score -196416.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -196423.437500 Penalty: 2235.267090
	Iteration 11Q: 3 clusters Score -196423.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -196426.812500 Penalty: 2235.267090
	Iteration 12Q: 3 clusters Score -196426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -196428.671875 Penalty: 2235.267090
	Iteration 13Q: 3 clusters Score -196428.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -196432.453125 Penalty: 2235.267090
	Iteration 14Q: 3 clusters Score -196432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -196433.156250 Penalty: 2235.267090
	Iteration 15Q: 3 clusters Score -196433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -196433.156250 Penalty: 2235.267090
	Iteration 16F: 3 clusters Score -196433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Entering Unmasked Estep 
Score: -5537101.000000 Penalty: 1612.812988
	Iteration 0F: 2 clusters Score -5537101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -5503985.000000 Penalty: 3225.625977
	Iteration 0F: 3 clusters Score -5503985 nChanged 23453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -5517315.500000 Penalty: 3225.625977
	Iteration 1F: 3 clusters Score -5517316 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -5518189.000000 Penalty: 3225.625977
	Iteration 2Q: 3 clusters Score -5518189 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -5519090.500000 Penalty: 3225.625977
	Iteration 3Q: 3 clusters Score -5519090 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -5520126.000000 Penalty: 3225.625977
	Iteration 4Q: 3 clusters Score -5520126 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5521464.500000 Penalty: 3225.625977
	Iteration 5F: 3 clusters Score -5521464 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5523199.000000 Penalty: 3225.625977
	Iteration 6F: 3 clusters Score -5523199 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -5525248.000000 Penalty: 3225.625977
	Iteration 7F: 3 clusters Score -5525248 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -5527542.500000 Penalty: 3225.625977
	Iteration 8F: 3 clusters Score -5527542 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -5529780.500000 Penalty: 3225.625977
	Iteration 9F: 3 clusters Score -5529780 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -5531717.500000 Penalty: 3225.625977
	Iteration 10Q: 3 clusters Score -5531718 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5533081.500000 Penalty: 3225.625977
	Iteration 11Q: 3 clusters Score -5533082 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5533936.000000 Penalty: 3225.625977
	Iteration 12Q: 3 clusters Score -5533936 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5534503.500000 Penalty: 3225.625977
	Iteration 13Q: 3 clusters Score -5534504 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5534919.500000 Penalty: 3225.625977
	Iteration 14Q: 3 clusters Score -5534920 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5535234.500000 Penalty: 3225.625977
	Iteration 15Q: 3 clusters Score -5535234 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5535422.000000 Penalty: 3225.625977
	Iteration 16Q: 3 clusters Score -5535422 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5535550.500000 Penalty: 3225.625977
	Iteration 17Q: 3 clusters Score -5535550 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5535618.500000 Penalty: 3225.625977
	Iteration 18Q: 3 clusters Score -5535618 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5535675.500000 Penalty: 3225.625977
	Iteration 19Q: 3 clusters Score -5535676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5535725.000000 Penalty: 3225.625977
	Iteration 20F: 3 clusters Score -5535725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5535773.500000 Penalty: 3225.625977
	Iteration 21Q: 3 clusters Score -5535774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5535801.500000 Penalty: 3225.625977
	Iteration 22Q: 3 clusters Score -5535802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5535812.000000 Penalty: 3225.625977
	Iteration 23Q: 3 clusters Score -5535812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5535832.000000 Penalty: 3225.625977
	Iteration 24Q: 3 clusters Score -5535832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5535858.500000 Penalty: 3225.625977
	Iteration 25Q: 3 clusters Score -5535858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5535867.000000 Penalty: 3225.625977
	Iteration 26Q: 3 clusters Score -5535867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5535880.500000 Penalty: 3225.625977
	Iteration 27Q: 3 clusters Score -5535880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5535894.000000 Penalty: 3225.625977
	Iteration 28Q: 3 clusters Score -5535894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5535903.000000 Penalty: 3225.625977
	Iteration 29Q: 3 clusters Score -5535903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5535901.000000 Penalty: 3225.625977
	Iteration 30Q: 3 clusters Score -5535901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5535901.500000 Penalty: 3225.625977
	Iteration 31Q: 3 clusters Score -5535902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5535906.000000 Penalty: 3225.625977
	Iteration 32Q: 3 clusters Score -5535906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5535909.000000 Penalty: 3225.625977
	Iteration 33Q: 3 clusters Score -5535909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5535909.500000 Penalty: 3225.625977
	Iteration 34Q: 3 clusters Score -5535910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5535908.500000 Penalty: 3225.625977
	Iteration 35Q: 3 clusters Score -5535908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5535913.500000 Penalty: 3225.625977
	Iteration 36Q: 3 clusters Score -5535914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5535912.000000 Penalty: 3225.625977
	Iteration 37Q: 3 clusters Score -5535912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5535919.000000 Penalty: 3225.625977
	Iteration 38Q: 3 clusters Score -5535919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5535917.500000 Penalty: 3225.625977
	Iteration 39Q: 3 clusters Score -5535918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5535922.500000 Penalty: 3225.625977
	Iteration 40F: 3 clusters Score -5535922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5535923.500000 Penalty: 3225.625977
	Iteration 41Q: 3 clusters Score -5535924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5535923.500000 Penalty: 3225.625977
	Iteration 42F: 3 clusters Score -5535924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Entering Unmasked Estep 
Score: -555521.375000 Penalty: 1256.911377
	Iteration 0F: 2 clusters Score -555521.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -552033.250000 Penalty: 2513.822754
	Iteration 0F: 3 clusters Score -552033.2 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -553009.187500 Penalty: 2513.822754
	Iteration 1F: 3 clusters Score -553009.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -553200.375000 Penalty: 2513.822754
	Iteration 2F: 3 clusters Score -553200.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -553309.750000 Penalty: 2513.822754
	Iteration 3Q: 3 clusters Score -553309.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -553382.187500 Penalty: 2513.822754
	Iteration 4Q: 3 clusters Score -553382.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -553436.250000 Penalty: 2513.822754
	Iteration 5Q: 3 clusters Score -553436.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -553490.437500 Penalty: 2513.822754
	Iteration 6Q: 3 clusters Score -553490.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -553517.562500 Penalty: 2513.822754
	Iteration 7Q: 3 clusters Score -553517.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -553541.687500 Penalty: 2513.822754
	Iteration 8Q: 3 clusters Score -553541.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -553567.812500 Penalty: 2513.822754
	Iteration 9Q: 3 clusters Score -553567.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -553592.250000 Penalty: 2513.822754
	Iteration 10Q: 3 clusters Score -553592.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -553614.937500 Penalty: 2513.822754
	Iteration 11Q: 3 clusters Score -553614.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -553632.500000 Penalty: 2513.822754
	Iteration 12Q: 3 clusters Score -553632.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -553653.875000 Penalty: 2513.822754
	Iteration 13Q: 3 clusters Score -553653.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -553666.250000 Penalty: 2513.822754
	Iteration 14Q: 3 clusters Score -553666.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -553680.437500 Penalty: 2513.822754
	Iteration 15Q: 3 clusters Score -553680.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -553698.250000 Penalty: 2513.822754
	Iteration 16Q: 3 clusters Score -553698.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -553717.125000 Penalty: 2513.822754
	Iteration 17Q: 3 clusters Score -553717.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -553736.937500 Penalty: 2513.822754
	Iteration 18Q: 3 clusters Score -553736.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -553757.062500 Penalty: 2513.822754
	Iteration 19Q: 3 clusters Score -553757.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -553778.812500 Penalty: 2513.822754
	Iteration 20F: 3 clusters Score -553778.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -553802.125000 Penalty: 2513.822754
	Iteration 21Q: 3 clusters Score -553802.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -553823.500000 Penalty: 2513.822754
	Iteration 22Q: 3 clusters Score -553823.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -553847.250000 Penalty: 2513.822754
	Iteration 23Q: 3 clusters Score -553847.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -553863.562500 Penalty: 2513.822754
	Iteration 24Q: 3 clusters Score -553863.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -553890.437500 Penalty: 2513.822754
	Iteration 25Q: 3 clusters Score -553890.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -553919.812500 Penalty: 2513.822754
	Iteration 26Q: 3 clusters Score -553919.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -553952.437500 Penalty: 2513.822754
	Iteration 27Q: 3 clusters Score -553952.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -553986.375000 Penalty: 2513.822754
	Iteration 28Q: 3 clusters Score -553986.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -554014.750000 Penalty: 2513.822754
	Iteration 29Q: 3 clusters Score -554014.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -554042.937500 Penalty: 2513.822754
	Iteration 30Q: 3 clusters Score -554042.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -554071.687500 Penalty: 2513.822754
	Iteration 31Q: 3 clusters Score -554071.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -554097.500000 Penalty: 2513.822754
	Iteration 32Q: 3 clusters Score -554097.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -554119.687500 Penalty: 2513.822754
	Iteration 33Q: 3 clusters Score -554119.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -554135.687500 Penalty: 2513.822754
	Iteration 34Q: 3 clusters Score -554135.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -554156.937500 Penalty: 2513.822754
	Iteration 35Q: 3 clusters Score -554156.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -554175.375000 Penalty: 2513.822754
	Iteration 36Q: 3 clusters Score -554175.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -554193.062500 Penalty: 2513.822754
	Iteration 37Q: 3 clusters Score -554193.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -554209.375000 Penalty: 2513.822754
	Iteration 38Q: 3 clusters Score -554209.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -554229.500000 Penalty: 2513.822754
	Iteration 39Q: 3 clusters Score -554229.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -554252.312500 Penalty: 2513.822754
	Iteration 40F: 3 clusters Score -554252.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -554274.812500 Penalty: 2513.822754
	Iteration 41Q: 3 clusters Score -554274.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -554290.937500 Penalty: 2513.822754
	Iteration 42Q: 3 clusters Score -554290.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -554308.625000 Penalty: 2513.822754
	Iteration 43Q: 3 clusters Score -554308.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -554323.750000 Penalty: 2513.822754
	Iteration 44Q: 3 clusters Score -554323.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -554336.000000 Penalty: 2513.822754
	Iteration 45Q: 3 clusters Score -554336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -554351.062500 Penalty: 2513.822754
	Iteration 46Q: 3 clusters Score -554351.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -554363.250000 Penalty: 2513.822754
	Iteration 47Q: 3 clusters Score -554363.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -554374.875000 Penalty: 2513.822754
	Iteration 48Q: 3 clusters Score -554374.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -554386.187500 Penalty: 2513.822754
	Iteration 49Q: 3 clusters Score -554386.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -554402.125000 Penalty: 2513.822754
	Iteration 50Q: 3 clusters Score -554402.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -554413.625000 Penalty: 2513.822754
	Iteration 51Q: 3 clusters Score -554413.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -554424.062500 Penalty: 2513.822754
	Iteration 52Q: 3 clusters Score -554424.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -554430.500000 Penalty: 2513.822754
	Iteration 53Q: 3 clusters Score -554430.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -554437.125000 Penalty: 2513.822754
	Iteration 54Q: 3 clusters Score -554437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -554444.812500 Penalty: 2513.822754
	Iteration 55Q: 3 clusters Score -554444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -554449.937500 Penalty: 2513.822754
	Iteration 56Q: 3 clusters Score -554449.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -554459.375000 Penalty: 2513.822754
	Iteration 57Q: 3 clusters Score -554459.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -554468.125000 Penalty: 2513.822754
	Iteration 58Q: 3 clusters Score -554468.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -554481.000000 Penalty: 2513.822754
	Iteration 59Q: 3 clusters Score -554481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -554491.937500 Penalty: 2513.822754
	Iteration 60F: 3 clusters Score -554491.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -554502.875000 Penalty: 2513.822754
	Iteration 61Q: 3 clusters Score -554502.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -554509.625000 Penalty: 2513.822754
	Iteration 62Q: 3 clusters Score -554509.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -554517.437500 Penalty: 2513.822754
	Iteration 63Q: 3 clusters Score -554517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -554519.875000 Penalty: 2513.822754
	Iteration 64Q: 3 clusters Score -554519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -554522.375000 Penalty: 2513.822754
	Iteration 65Q: 3 clusters Score -554522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -554524.437500 Penalty: 2513.822754
	Iteration 66Q: 3 clusters Score -554524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -554528.812500 Penalty: 2513.822754
	Iteration 67Q: 3 clusters Score -554528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -554531.062500 Penalty: 2513.822754
	Iteration 68Q: 3 clusters Score -554531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -554533.750000 Penalty: 2513.822754
	Iteration 69Q: 3 clusters Score -554533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -554535.812500 Penalty: 2513.822754
	Iteration 70Q: 3 clusters Score -554535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -554538.062500 Penalty: 2513.822754
	Iteration 71Q: 3 clusters Score -554538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -554542.437500 Penalty: 2513.822754
	Iteration 72Q: 3 clusters Score -554542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -554544.812500 Penalty: 2513.822754
	Iteration 73Q: 3 clusters Score -554544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -554546.187500 Penalty: 2513.822754
	Iteration 74Q: 3 clusters Score -554546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -554548.125000 Penalty: 2513.822754
	Iteration 75Q: 3 clusters Score -554548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -554548.812500 Penalty: 2513.822754
	Iteration 76Q: 3 clusters Score -554548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -554549.437500 Penalty: 2513.822754
	Iteration 77Q: 3 clusters Score -554549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -554549.562500 Penalty: 2513.822754
	Iteration 78Q: 3 clusters Score -554549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -554550.312500 Penalty: 2513.822754
	Iteration 79Q: 3 clusters Score -554550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -554550.312500 Penalty: 2513.822754
	Iteration 80F: 3 clusters Score -554550.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Entering Unmasked Estep 
Score: -1782629.000000 Penalty: 1445.590088
	Iteration 0F: 2 clusters Score -1782629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1771829.625000 Penalty: 2891.180176
	Iteration 0F: 3 clusters Score -1771830 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1775752.250000 Penalty: 2891.180176
	Iteration 1F: 3 clusters Score -1775752 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1776237.750000 Penalty: 2891.180176
	Iteration 2F: 3 clusters Score -1776238 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1776648.875000 Penalty: 2891.180176
	Iteration 3F: 3 clusters Score -1776649 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1777045.000000 Penalty: 2891.180176
	Iteration 4Q: 3 clusters Score -1777045 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1777469.625000 Penalty: 2891.180176
	Iteration 5Q: 3 clusters Score -1777470 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1777937.750000 Penalty: 2891.180176
	Iteration 6F: 3 clusters Score -1777938 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1778416.000000 Penalty: 2891.180176
	Iteration 7Q: 3 clusters Score -1778416 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1778866.250000 Penalty: 2891.180176
	Iteration 8Q: 3 clusters Score -1778866 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1779245.750000 Penalty: 2891.180176
	Iteration 9Q: 3 clusters Score -1779246 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1779621.875000 Penalty: 2891.180176
	Iteration 10Q: 3 clusters Score -1779622 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1779988.250000 Penalty: 2891.180176
	Iteration 11Q: 3 clusters Score -1779988 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1780319.250000 Penalty: 2891.180176
	Iteration 12Q: 3 clusters Score -1780319 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1780606.375000 Penalty: 2891.180176
	Iteration 13Q: 3 clusters Score -1780606 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1780864.500000 Penalty: 2891.180176
	Iteration 14Q: 3 clusters Score -1780864 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1781060.875000 Penalty: 2891.180176
	Iteration 15Q: 3 clusters Score -1781061 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1781242.250000 Penalty: 2891.180176
	Iteration 16Q: 3 clusters Score -1781242 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1781368.250000 Penalty: 2891.180176
	Iteration 17Q: 3 clusters Score -1781368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1781437.875000 Penalty: 2891.180176
	Iteration 18Q: 3 clusters Score -1781438 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1781488.875000 Penalty: 2891.180176
	Iteration 19Q: 3 clusters Score -1781489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1781535.125000 Penalty: 2891.180176
	Iteration 20F: 3 clusters Score -1781535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1781579.500000 Penalty: 2891.180176
	Iteration 21Q: 3 clusters Score -1781580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1781600.000000 Penalty: 2891.180176
	Iteration 22Q: 3 clusters Score -1781600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1781619.250000 Penalty: 2891.180176
	Iteration 23Q: 3 clusters Score -1781619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1781632.875000 Penalty: 2891.180176
	Iteration 24Q: 3 clusters Score -1781633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1781645.875000 Penalty: 2891.180176
	Iteration 25Q: 3 clusters Score -1781646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1781655.000000 Penalty: 2891.180176
	Iteration 26Q: 3 clusters Score -1781655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1781661.250000 Penalty: 2891.180176
	Iteration 27Q: 3 clusters Score -1781661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1781667.375000 Penalty: 2891.180176
	Iteration 28Q: 3 clusters Score -1781667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1781669.625000 Penalty: 2891.180176
	Iteration 29Q: 3 clusters Score -1781670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1781670.250000 Penalty: 2891.180176
	Iteration 30Q: 3 clusters Score -1781670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1781672.875000 Penalty: 2891.180176
	Iteration 31Q: 3 clusters Score -1781673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1781675.500000 Penalty: 2891.180176
	Iteration 32Q: 3 clusters Score -1781676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1781677.000000 Penalty: 2891.180176
	Iteration 33Q: 3 clusters Score -1781677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1781677.875000 Penalty: 2891.180176
	Iteration 34Q: 3 clusters Score -1781678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1781678.000000 Penalty: 2891.180176
	Iteration 35Q: 3 clusters Score -1781678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1781678.000000 Penalty: 2891.180176
	Iteration 36F: 3 clusters Score -1781678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -127390.023438 Penalty: 1066.110474
	Iteration 0F: 2 clusters Score -127390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -125947.375000 Penalty: 2132.220947
	Iteration 0F: 3 clusters Score -125947.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -126271.296875 Penalty: 2132.220947
	Iteration 1F: 3 clusters Score -126271.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -126391.453125 Penalty: 2132.220947
	Iteration 2F: 3 clusters Score -126391.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -126470.265625 Penalty: 2132.220947
	Iteration 3Q: 3 clusters Score -126470.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -126512.054688 Penalty: 2132.220947
	Iteration 4Q: 3 clusters Score -126512.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -126555.195312 Penalty: 2132.220947
	Iteration 5Q: 3 clusters Score -126555.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -126588.140625 Penalty: 2132.220947
	Iteration 6Q: 3 clusters Score -126588.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126633.070312 Penalty: 2132.220947
	Iteration 7Q: 3 clusters Score -126633.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126681.023438 Penalty: 2132.220947
	Iteration 8Q: 3 clusters Score -126681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -126715.445312 Penalty: 2132.220947
	Iteration 9Q: 3 clusters Score -126715.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126742.812500 Penalty: 2132.220947
	Iteration 10Q: 3 clusters Score -126742.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126766.312500 Penalty: 2132.220947
	Iteration 11Q: 3 clusters Score -126766.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126789.406250 Penalty: 2132.220947
	Iteration 12Q: 3 clusters Score -126789.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -126796.835938 Penalty: 2132.220947
	Iteration 13Q: 3 clusters Score -126796.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -126803.039062 Penalty: 2132.220947
	Iteration 14Q: 3 clusters Score -126803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126806.960938 Penalty: 2132.220947
	Iteration 15Q: 3 clusters Score -126807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126812.000000 Penalty: 2132.220947
	Iteration 16Q: 3 clusters Score -126812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126814.085938 Penalty: 2132.220947
	Iteration 17Q: 3 clusters Score -126814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126814.085938 Penalty: 2132.220947
	Iteration 18F: 3 clusters Score -126814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Entering Unmasked Estep 
Score: -10293313.000000 Penalty: 1702.385620
	Iteration 0F: 2 clusters Score -1.029331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -10232482.000000 Penalty: 3404.771240
	Iteration 0F: 3 clusters Score -1.023248e+07 nChanged 43811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -10257569.000000 Penalty: 3404.771240
	Iteration 1F: 3 clusters Score -1.025757e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -10258752.000000 Penalty: 3404.771240
	Iteration 2Q: 3 clusters Score -1.025875e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -10260252.000000 Penalty: 3404.771240
	Iteration 3Q: 3 clusters Score -1.026025e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -10262214.000000 Penalty: 3404.771240
	Iteration 4Q: 3 clusters Score -1.026221e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -10265156.000000 Penalty: 3404.771240
	Iteration 5F: 3 clusters Score -1.026516e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -10268703.000000 Penalty: 3404.771240
	Iteration 6F: 3 clusters Score -1.02687e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -10273587.000000 Penalty: 3404.771240
	Iteration 7F: 3 clusters Score -1.027359e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -10278664.000000 Penalty: 3404.771240
	Iteration 8F: 3 clusters Score -1.027866e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -10283569.000000 Penalty: 3404.771240
	Iteration 9F: 3 clusters Score -1.028357e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 86178 members 
Entering Unmasked Estep 
Score: -10287045.000000 Penalty: 3404.771240
	Iteration 10Q: 3 clusters Score -1.028704e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -10289333.000000 Penalty: 3404.771240
	Iteration 11Q: 3 clusters Score -1.028933e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -10290593.000000 Penalty: 3404.771240
	Iteration 12Q: 3 clusters Score -1.029059e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -10291269.000000 Penalty: 3404.771240
	Iteration 13Q: 3 clusters Score -1.029127e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -10291605.000000 Penalty: 3404.771240
	Iteration 14Q: 3 clusters Score -1.02916e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 92245 members 
Entering Unmasked Estep 
Score: -10291780.000000 Penalty: 3404.771240
	Iteration 15Q: 3 clusters Score -1.029178e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -10291853.000000 Penalty: 3404.771240
	Iteration 16Q: 3 clusters Score -1.029185e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -10291913.000000 Penalty: 3404.771240
	Iteration 17Q: 3 clusters Score -1.029191e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -10291945.000000 Penalty: 3404.771240
	Iteration 18Q: 3 clusters Score -1.029194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -10291961.000000 Penalty: 3404.771240
	Iteration 19Q: 3 clusters Score -1.029196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 92493 members 
Entering Unmasked Estep 
Score: -10291969.000000 Penalty: 3404.771240
	Iteration 20F: 3 clusters Score -1.029197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -10291984.000000 Penalty: 3404.771240
	Iteration 21Q: 3 clusters Score -1.029198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 92510 members 
Entering Unmasked Estep 
Score: -10291979.000000 Penalty: 3404.771240
	Iteration 22Q: 3 clusters Score -1.029198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 92512 members 
Entering Unmasked Estep 
Score: -10291976.000000 Penalty: 3404.771240
	Iteration 23Q: 3 clusters Score -1.029198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 92515 members 
Entering Unmasked Estep 
Score: -10291985.000000 Penalty: 3404.771240
	Iteration 24Q: 3 clusters Score -1.029198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -10292003.000000 Penalty: 3404.771240
	Iteration 25Q: 3 clusters Score -1.0292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -10292004.000000 Penalty: 3404.771240
	Iteration 26Q: 3 clusters Score -1.0292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -10292003.000000 Penalty: 3404.771240
	Iteration 27Q: 3 clusters Score -1.0292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -10292004.000000 Penalty: 3404.771240
	Iteration 28Q: 3 clusters Score -1.0292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 92535 members 
Entering Unmasked Estep 
Score: -10292016.000000 Penalty: 3404.771240
	Iteration 29Q: 3 clusters Score -1.029202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 92536 members 
Entering Unmasked Estep 
Score: -10292015.000000 Penalty: 3404.771240
	Iteration 30Q: 3 clusters Score -1.029202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -10292015.000000 Penalty: 3404.771240
	Iteration 31Q: 3 clusters Score -1.029202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -10292010.000000 Penalty: 3404.771240
	Iteration 32Q: 3 clusters Score -1.029201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 92540 members 
Entering Unmasked Estep 
Score: -10292014.000000 Penalty: 3404.771240
	Iteration 33Q: 3 clusters Score -1.029201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -10292019.000000 Penalty: 3404.771240
	Iteration 34Q: 3 clusters Score -1.029202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 92542 members 
Entering Unmasked Estep 
Score: -10292021.000000 Penalty: 3404.771240
	Iteration 35Q: 3 clusters Score -1.029202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 92542 members 
Entering Unmasked Estep 
Score: -10292021.000000 Penalty: 3404.771240
	Iteration 36F: 3 clusters Score -1.029202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Entering Unmasked Estep 
Score: -4499571.000000 Penalty: 1579.919189
	Iteration 0F: 2 clusters Score -4499571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -4473078.500000 Penalty: 3159.838379
	Iteration 0F: 3 clusters Score -4473078 nChanged 18637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4483408.500000 Penalty: 3159.838379
	Iteration 1F: 3 clusters Score -4483408 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4483948.000000 Penalty: 3159.838379
	Iteration 2Q: 3 clusters Score -4483948 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4484442.500000 Penalty: 3159.838379
	Iteration 3Q: 3 clusters Score -4484442 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4484851.500000 Penalty: 3159.838379
	Iteration 4Q: 3 clusters Score -4484852 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4485205.000000 Penalty: 3159.838379
	Iteration 5Q: 3 clusters Score -4485205 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4485508.000000 Penalty: 3159.838379
	Iteration 6Q: 3 clusters Score -4485508 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4485824.000000 Penalty: 3159.838379
	Iteration 7Q: 3 clusters Score -4485824 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4486137.500000 Penalty: 3159.838379
	Iteration 8Q: 3 clusters Score -4486138 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4486389.000000 Penalty: 3159.838379
	Iteration 9Q: 3 clusters Score -4486389 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4486714.000000 Penalty: 3159.838379
	Iteration 10Q: 3 clusters Score -4486714 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -4487007.000000 Penalty: 3159.838379
	Iteration 11Q: 3 clusters Score -4487007 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -4487386.500000 Penalty: 3159.838379
	Iteration 12Q: 3 clusters Score -4487386 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -4487807.500000 Penalty: 3159.838379
	Iteration 13Q: 3 clusters Score -4487808 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -4488381.500000 Penalty: 3159.838379
	Iteration 14Q: 3 clusters Score -4488382 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -4489232.500000 Penalty: 3159.838379
	Iteration 15Q: 3 clusters Score -4489232 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4490357.000000 Penalty: 3159.838379
	Iteration 16Q: 3 clusters Score -4490357 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -4491677.000000 Penalty: 3159.838379
	Iteration 17Q: 3 clusters Score -4491677 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4493245.000000 Penalty: 3159.838379
	Iteration 18F: 3 clusters Score -4493245 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4494696.500000 Penalty: 3159.838379
	Iteration 19Q: 3 clusters Score -4494696 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4496028.500000 Penalty: 3159.838379
	Iteration 20F: 3 clusters Score -4496028 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4496915.000000 Penalty: 3159.838379
	Iteration 21Q: 3 clusters Score -4496915 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -4497477.000000 Penalty: 3159.838379
	Iteration 22Q: 3 clusters Score -4497477 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -4497837.000000 Penalty: 3159.838379
	Iteration 23Q: 3 clusters Score -4497837 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -4498026.000000 Penalty: 3159.838379
	Iteration 24Q: 3 clusters Score -4498026 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -4498158.500000 Penalty: 3159.838379
	Iteration 25Q: 3 clusters Score -4498158 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -4498253.500000 Penalty: 3159.838379
	Iteration 26Q: 3 clusters Score -4498254 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -4498314.000000 Penalty: 3159.838379
	Iteration 27Q: 3 clusters Score -4498314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -4498374.000000 Penalty: 3159.838379
	Iteration 28Q: 3 clusters Score -4498374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -4498395.500000 Penalty: 3159.838379
	Iteration 29Q: 3 clusters Score -4498396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -4498414.500000 Penalty: 3159.838379
	Iteration 30Q: 3 clusters Score -4498414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -4498440.000000 Penalty: 3159.838379
	Iteration 31Q: 3 clusters Score -4498440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4498457.000000 Penalty: 3159.838379
	Iteration 32Q: 3 clusters Score -4498457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -4498480.000000 Penalty: 3159.838379
	Iteration 33Q: 3 clusters Score -4498480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -4498498.000000 Penalty: 3159.838379
	Iteration 34Q: 3 clusters Score -4498498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -4498505.000000 Penalty: 3159.838379
	Iteration 35Q: 3 clusters Score -4498505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -4498510.500000 Penalty: 3159.838379
	Iteration 36Q: 3 clusters Score -4498510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -4498522.500000 Penalty: 3159.838379
	Iteration 37Q: 3 clusters Score -4498522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -4498542.500000 Penalty: 3159.838379
	Iteration 38Q: 3 clusters Score -4498542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -4498556.000000 Penalty: 3159.838379
	Iteration 39Q: 3 clusters Score -4498556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -4498576.000000 Penalty: 3159.838379
	Iteration 40F: 3 clusters Score -4498576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -4498581.500000 Penalty: 3159.838379
	Iteration 41Q: 3 clusters Score -4498582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4498584.000000 Penalty: 3159.838379
	Iteration 42Q: 3 clusters Score -4498584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -4498594.000000 Penalty: 3159.838379
	Iteration 43Q: 3 clusters Score -4498594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -4498592.500000 Penalty: 3159.838379
	Iteration 44Q: 3 clusters Score -4498592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -4498600.000000 Penalty: 3159.838379
	Iteration 45Q: 3 clusters Score -4498600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -4498598.500000 Penalty: 3159.838379
	Iteration 46Q: 3 clusters Score -4498598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -4498609.000000 Penalty: 3159.838379
	Iteration 47Q: 3 clusters Score -4498609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -4498602.500000 Penalty: 3159.838379
	Iteration 48Q: 3 clusters Score -4498602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -4498606.500000 Penalty: 3159.838379
	Iteration 49Q: 3 clusters Score -4498606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -4498607.000000 Penalty: 3159.838379
	Iteration 50Q: 3 clusters Score -4498607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -4498607.000000 Penalty: 3159.838379
	Iteration 51F: 3 clusters Score -4498607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Entering Unmasked Estep 
Score: -1690623.250000 Penalty: 1431.771362
	Iteration 0F: 2 clusters Score -1690623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1680757.750000 Penalty: 2863.542725
	Iteration 0F: 3 clusters Score -1680758 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1684029.750000 Penalty: 2863.542725
	Iteration 1F: 3 clusters Score -1684030 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1684436.125000 Penalty: 2863.542725
	Iteration 2F: 3 clusters Score -1684436 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1684824.750000 Penalty: 2863.542725
	Iteration 3F: 3 clusters Score -1684825 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1685208.625000 Penalty: 2863.542725
	Iteration 4F: 3 clusters Score -1685209 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1685618.375000 Penalty: 2863.542725
	Iteration 5F: 3 clusters Score -1685618 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1686015.625000 Penalty: 2863.542725
	Iteration 6F: 3 clusters Score -1686016 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1686445.875000 Penalty: 2863.542725
	Iteration 7F: 3 clusters Score -1686446 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1686826.125000 Penalty: 2863.542725
	Iteration 8Q: 3 clusters Score -1686826 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1687207.750000 Penalty: 2863.542725
	Iteration 9Q: 3 clusters Score -1687208 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1687616.000000 Penalty: 2863.542725
	Iteration 10Q: 3 clusters Score -1687616 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1687970.500000 Penalty: 2863.542725
	Iteration 11Q: 3 clusters Score -1687970 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1688280.125000 Penalty: 2863.542725
	Iteration 12Q: 3 clusters Score -1688280 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1688560.500000 Penalty: 2863.542725
	Iteration 13Q: 3 clusters Score -1688560 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1688781.250000 Penalty: 2863.542725
	Iteration 14Q: 3 clusters Score -1688781 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1688941.500000 Penalty: 2863.542725
	Iteration 15Q: 3 clusters Score -1688942 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1689071.250000 Penalty: 2863.542725
	Iteration 16Q: 3 clusters Score -1689071 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1689187.500000 Penalty: 2863.542725
	Iteration 17Q: 3 clusters Score -1689188 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1689286.625000 Penalty: 2863.542725
	Iteration 18Q: 3 clusters Score -1689287 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1689360.250000 Penalty: 2863.542725
	Iteration 19Q: 3 clusters Score -1689360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1689399.625000 Penalty: 2863.542725
	Iteration 20F: 3 clusters Score -1689400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1689434.125000 Penalty: 2863.542725
	Iteration 21Q: 3 clusters Score -1689434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1689461.250000 Penalty: 2863.542725
	Iteration 22Q: 3 clusters Score -1689461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1689488.750000 Penalty: 2863.542725
	Iteration 23Q: 3 clusters Score -1689489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1689501.500000 Penalty: 2863.542725
	Iteration 24Q: 3 clusters Score -1689502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1689511.125000 Penalty: 2863.542725
	Iteration 25Q: 3 clusters Score -1689511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1689515.125000 Penalty: 2863.542725
	Iteration 26Q: 3 clusters Score -1689515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1689521.625000 Penalty: 2863.542725
	Iteration 27Q: 3 clusters Score -1689522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1689528.125000 Penalty: 2863.542725
	Iteration 28Q: 3 clusters Score -1689528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1689533.500000 Penalty: 2863.542725
	Iteration 29Q: 3 clusters Score -1689534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1689538.000000 Penalty: 2863.542725
	Iteration 30Q: 3 clusters Score -1689538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1689546.500000 Penalty: 2863.542725
	Iteration 31Q: 3 clusters Score -1689546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1689548.750000 Penalty: 2863.542725
	Iteration 32Q: 3 clusters Score -1689549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1689547.625000 Penalty: 2863.542725
	Iteration 33Q: 3 clusters Score -1689548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1689547.625000 Penalty: 2863.542725
	Iteration 34F: 3 clusters Score -1689548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Entering Unmasked Estep 
Score: -1479604.375000 Penalty: 1417.657104
	Iteration 0F: 2 clusters Score -1479604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1470409.000000 Penalty: 2835.314209
	Iteration 0F: 3 clusters Score -1470409 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1473699.000000 Penalty: 2835.314209
	Iteration 1F: 3 clusters Score -1473699 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1474110.875000 Penalty: 2835.314209
	Iteration 2F: 3 clusters Score -1474111 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1474474.750000 Penalty: 2835.314209
	Iteration 3F: 3 clusters Score -1474475 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1474804.750000 Penalty: 2835.314209
	Iteration 4F: 3 clusters Score -1474805 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1475114.625000 Penalty: 2835.314209
	Iteration 5Q: 3 clusters Score -1475115 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1475411.500000 Penalty: 2835.314209
	Iteration 6Q: 3 clusters Score -1475412 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1475733.125000 Penalty: 2835.314209
	Iteration 7Q: 3 clusters Score -1475733 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1476105.750000 Penalty: 2835.314209
	Iteration 8Q: 3 clusters Score -1476106 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1476493.250000 Penalty: 2835.314209
	Iteration 9Q: 3 clusters Score -1476493 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1476888.250000 Penalty: 2835.314209
	Iteration 10Q: 3 clusters Score -1476888 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1477258.000000 Penalty: 2835.314209
	Iteration 11Q: 3 clusters Score -1477258 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1477544.125000 Penalty: 2835.314209
	Iteration 12Q: 3 clusters Score -1477544 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1477782.375000 Penalty: 2835.314209
	Iteration 13Q: 3 clusters Score -1477782 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1477970.500000 Penalty: 2835.314209
	Iteration 14Q: 3 clusters Score -1477970 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1478101.250000 Penalty: 2835.314209
	Iteration 15Q: 3 clusters Score -1478101 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1478189.875000 Penalty: 2835.314209
	Iteration 16Q: 3 clusters Score -1478190 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1478249.500000 Penalty: 2835.314209
	Iteration 17Q: 3 clusters Score -1478250 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1478300.625000 Penalty: 2835.314209
	Iteration 18Q: 3 clusters Score -1478301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1478341.125000 Penalty: 2835.314209
	Iteration 19Q: 3 clusters Score -1478341 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1478366.000000 Penalty: 2835.314209
	Iteration 20F: 3 clusters Score -1478366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1478391.125000 Penalty: 2835.314209
	Iteration 21Q: 3 clusters Score -1478391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1478404.625000 Penalty: 2835.314209
	Iteration 22Q: 3 clusters Score -1478405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1478422.875000 Penalty: 2835.314209
	Iteration 23Q: 3 clusters Score -1478423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1478436.125000 Penalty: 2835.314209
	Iteration 24Q: 3 clusters Score -1478436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1478452.000000 Penalty: 2835.314209
	Iteration 25Q: 3 clusters Score -1478452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1478466.500000 Penalty: 2835.314209
	Iteration 26Q: 3 clusters Score -1478466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1478477.125000 Penalty: 2835.314209
	Iteration 27Q: 3 clusters Score -1478477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1478486.000000 Penalty: 2835.314209
	Iteration 28Q: 3 clusters Score -1478486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1478494.250000 Penalty: 2835.314209
	Iteration 29Q: 3 clusters Score -1478494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1478499.750000 Penalty: 2835.314209
	Iteration 30Q: 3 clusters Score -1478500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1478502.250000 Penalty: 2835.314209
	Iteration 31Q: 3 clusters Score -1478502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1478503.125000 Penalty: 2835.314209
	Iteration 32Q: 3 clusters Score -1478503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1478504.125000 Penalty: 2835.314209
	Iteration 33Q: 3 clusters Score -1478504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1478504.125000 Penalty: 2835.314209
	Iteration 34F: 3 clusters Score -1478504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Entering Unmasked Estep 
Score: -577874.312500 Penalty: 1284.088745
	Iteration 0F: 2 clusters Score -577874.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -573824.312500 Penalty: 2568.177490
	Iteration 0F: 3 clusters Score -573824.3 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -575039.312500 Penalty: 2568.177490
	Iteration 1F: 3 clusters Score -575039.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -575286.937500 Penalty: 2568.177490
	Iteration 2F: 3 clusters Score -575286.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -575475.687500 Penalty: 2568.177490
	Iteration 3F: 3 clusters Score -575475.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -575639.687500 Penalty: 2568.177490
	Iteration 4Q: 3 clusters Score -575639.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -575763.125000 Penalty: 2568.177490
	Iteration 5Q: 3 clusters Score -575763.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -575877.125000 Penalty: 2568.177490
	Iteration 6Q: 3 clusters Score -575877.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -575988.125000 Penalty: 2568.177490
	Iteration 7Q: 3 clusters Score -575988.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -576086.437500 Penalty: 2568.177490
	Iteration 8Q: 3 clusters Score -576086.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -576191.500000 Penalty: 2568.177490
	Iteration 9Q: 3 clusters Score -576191.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -576292.312500 Penalty: 2568.177490
	Iteration 10Q: 3 clusters Score -576292.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -576387.125000 Penalty: 2568.177490
	Iteration 11Q: 3 clusters Score -576387.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -576486.312500 Penalty: 2568.177490
	Iteration 12Q: 3 clusters Score -576486.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -576588.312500 Penalty: 2568.177490
	Iteration 13Q: 3 clusters Score -576588.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -576671.812500 Penalty: 2568.177490
	Iteration 14Q: 3 clusters Score -576671.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -576739.437500 Penalty: 2568.177490
	Iteration 15Q: 3 clusters Score -576739.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -576795.000000 Penalty: 2568.177490
	Iteration 16Q: 3 clusters Score -576795 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -576844.625000 Penalty: 2568.177490
	Iteration 17Q: 3 clusters Score -576844.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -576893.375000 Penalty: 2568.177490
	Iteration 18Q: 3 clusters Score -576893.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -576947.250000 Penalty: 2568.177490
	Iteration 19Q: 3 clusters Score -576947.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -577001.625000 Penalty: 2568.177490
	Iteration 20F: 3 clusters Score -577001.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -577070.812500 Penalty: 2568.177490
	Iteration 21Q: 3 clusters Score -577070.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -577143.500000 Penalty: 2568.177490
	Iteration 22Q: 3 clusters Score -577143.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -577216.000000 Penalty: 2568.177490
	Iteration 23Q: 3 clusters Score -577216 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -577302.875000 Penalty: 2568.177490
	Iteration 24Q: 3 clusters Score -577302.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -577418.812500 Penalty: 2568.177490
	Iteration 25Q: 3 clusters Score -577418.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -577526.000000 Penalty: 2568.177490
	Iteration 26Q: 3 clusters Score -577526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -577621.375000 Penalty: 2568.177490
	Iteration 27Q: 3 clusters Score -577621.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -577705.937500 Penalty: 2568.177490
	Iteration 28Q: 3 clusters Score -577705.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -577766.875000 Penalty: 2568.177490
	Iteration 29Q: 3 clusters Score -577766.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -577808.625000 Penalty: 2568.177490
	Iteration 30Q: 3 clusters Score -577808.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -577836.000000 Penalty: 2568.177490
	Iteration 31Q: 3 clusters Score -577836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -577851.687500 Penalty: 2568.177490
	Iteration 32Q: 3 clusters Score -577851.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -577860.812500 Penalty: 2568.177490
	Iteration 33Q: 3 clusters Score -577860.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -577867.000000 Penalty: 2568.177490
	Iteration 34Q: 3 clusters Score -577867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -577871.437500 Penalty: 2568.177490
	Iteration 35Q: 3 clusters Score -577871.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -577875.937500 Penalty: 2568.177490
	Iteration 36Q: 3 clusters Score -577875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -577879.500000 Penalty: 2568.177490
	Iteration 37Q: 3 clusters Score -577879.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -577881.250000 Penalty: 2568.177490
	Iteration 38Q: 3 clusters Score -577881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -577884.625000 Penalty: 2568.177490
	Iteration 39Q: 3 clusters Score -577884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -577885.312500 Penalty: 2568.177490
	Iteration 40F: 3 clusters Score -577885.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -577884.875000 Penalty: 2568.177490
	Iteration 41Q: 3 clusters Score -577884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -577884.625000 Penalty: 2568.177490
	Iteration 42Q: 3 clusters Score -577884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -577885.812500 Penalty: 2568.177490
	Iteration 43Q: 3 clusters Score -577885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -577886.125000 Penalty: 2568.177490
	Iteration 44Q: 3 clusters Score -577886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -577885.875000 Penalty: 2568.177490
	Iteration 45Q: 3 clusters Score -577885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -577887.062500 Penalty: 2568.177490
	Iteration 46Q: 3 clusters Score -577887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -577887.812500 Penalty: 2568.177490
	Iteration 47Q: 3 clusters Score -577887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -577888.500000 Penalty: 2568.177490
	Iteration 48Q: 3 clusters Score -577888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -577888.500000 Penalty: 2568.177490
	Iteration 49F: 3 clusters Score -577888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 30107 members 
Mstep: Class 4 contains 28118 members 
Mstep: Class 5 contains 31016 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 86102 members 
Mstep: Class 8 contains 38017 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 50960 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 16564 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 93038 members 
Mstep: Class 15 contains 40853 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 18 contains 2272 members 
Mstep: Class 19 contains 29001 members 
Mstep: Class 20 contains 39642 members 
Mstep: Class 21 contains 24744 members 
Mstep: Class 22 contains 64121 members 
Mstep: Class 23 contains 13398 members 
Mstep: Class 24 contains 18083 members 
Mstep: Class 25 contains 38635 members 
Mstep: Class 26 contains 3323 members 
Entering Unmasked Estep 
Score: -78716552.000000 Penalty: 52258.027344
Splitting cluster 18 changes total score from -78717296.000000 to -78716552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (29001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Entering Unmasked Estep 
Score: -3226494.500000 Penalty: 1528.932739
	Iteration 0F: 2 clusters Score -3226494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3207532.000000 Penalty: 3057.865479
	Iteration 0F: 3 clusters Score -3207532 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3214785.750000 Penalty: 3057.865479
	Iteration 1F: 3 clusters Score -3214786 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3215405.250000 Penalty: 3057.865479
	Iteration 2F: 3 clusters Score -3215405 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3215999.000000 Penalty: 3057.865479
	Iteration 3Q: 3 clusters Score -3215999 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3216523.000000 Penalty: 3057.865479
	Iteration 4Q: 3 clusters Score -3216523 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3217094.250000 Penalty: 3057.865479
	Iteration 5Q: 3 clusters Score -3217094 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3217765.750000 Penalty: 3057.865479
	Iteration 6Q: 3 clusters Score -3217766 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -3218537.500000 Penalty: 3057.865479
	Iteration 7Q: 3 clusters Score -3218538 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3219528.500000 Penalty: 3057.865479
	Iteration 8Q: 3 clusters Score -3219528 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3220568.500000 Penalty: 3057.865479
	Iteration 9Q: 3 clusters Score -3220568 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3221627.500000 Penalty: 3057.865479
	Iteration 10Q: 3 clusters Score -3221628 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3222557.750000 Penalty: 3057.865479
	Iteration 11Q: 3 clusters Score -3222558 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3223402.750000 Penalty: 3057.865479
	Iteration 12Q: 3 clusters Score -3223403 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3224049.000000 Penalty: 3057.865479
	Iteration 13Q: 3 clusters Score -3224049 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3224508.000000 Penalty: 3057.865479
	Iteration 14Q: 3 clusters Score -3224508 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3224804.250000 Penalty: 3057.865479
	Iteration 15Q: 3 clusters Score -3224804 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3225028.500000 Penalty: 3057.865479
	Iteration 16Q: 3 clusters Score -3225028 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3225234.500000 Penalty: 3057.865479
	Iteration 17Q: 3 clusters Score -3225234 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3225383.750000 Penalty: 3057.865479
	Iteration 18Q: 3 clusters Score -3225384 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3225494.500000 Penalty: 3057.865479
	Iteration 19Q: 3 clusters Score -3225494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3225550.500000 Penalty: 3057.865479
	Iteration 20F: 3 clusters Score -3225550 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3225598.250000 Penalty: 3057.865479
	Iteration 21Q: 3 clusters Score -3225598 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3225631.000000 Penalty: 3057.865479
	Iteration 22Q: 3 clusters Score -3225631 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3225647.250000 Penalty: 3057.865479
	Iteration 23Q: 3 clusters Score -3225647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3225656.000000 Penalty: 3057.865479
	Iteration 24Q: 3 clusters Score -3225656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3225666.000000 Penalty: 3057.865479
	Iteration 25Q: 3 clusters Score -3225666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3225676.250000 Penalty: 3057.865479
	Iteration 26Q: 3 clusters Score -3225676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3225681.250000 Penalty: 3057.865479
	Iteration 27Q: 3 clusters Score -3225681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3225698.000000 Penalty: 3057.865479
	Iteration 28Q: 3 clusters Score -3225698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3225700.250000 Penalty: 3057.865479
	Iteration 29Q: 3 clusters Score -3225700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3225707.000000 Penalty: 3057.865479
	Iteration 30Q: 3 clusters Score -3225707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3225712.000000 Penalty: 3057.865479
	Iteration 31Q: 3 clusters Score -3225712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3225725.250000 Penalty: 3057.865479
	Iteration 32Q: 3 clusters Score -3225725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3225729.500000 Penalty: 3057.865479
	Iteration 33Q: 3 clusters Score -3225730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3225736.000000 Penalty: 3057.865479
	Iteration 34Q: 3 clusters Score -3225736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3225744.250000 Penalty: 3057.865479
	Iteration 35Q: 3 clusters Score -3225744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3225752.500000 Penalty: 3057.865479
	Iteration 36Q: 3 clusters Score -3225752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3225763.250000 Penalty: 3057.865479
	Iteration 37Q: 3 clusters Score -3225763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3225770.250000 Penalty: 3057.865479
	Iteration 38Q: 3 clusters Score -3225770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3225767.750000 Penalty: 3057.865479
	Iteration 39Q: 3 clusters Score -3225768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3225774.750000 Penalty: 3057.865479
	Iteration 40F: 3 clusters Score -3225775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3225769.750000 Penalty: 3057.865479
	Iteration 41Q: 3 clusters Score -3225770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3225771.750000 Penalty: 3057.865479
	Iteration 42Q: 3 clusters Score -3225772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3225771.500000 Penalty: 3057.865479
	Iteration 43Q: 3 clusters Score -3225772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3225777.000000 Penalty: 3057.865479
	Iteration 44Q: 3 clusters Score -3225777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3225772.750000 Penalty: 3057.865479
	Iteration 45Q: 3 clusters Score -3225773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3225779.750000 Penalty: 3057.865479
	Iteration 46Q: 3 clusters Score -3225780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3225777.500000 Penalty: 3057.865479
	Iteration 47Q: 3 clusters Score -3225778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3225779.000000 Penalty: 3057.865479
	Iteration 48Q: 3 clusters Score -3225779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3225780.750000 Penalty: 3057.865479
	Iteration 49Q: 3 clusters Score -3225781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3225782.500000 Penalty: 3057.865479
	Iteration 50Q: 3 clusters Score -3225782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3225783.250000 Penalty: 3057.865479
	Iteration 51Q: 3 clusters Score -3225783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3225783.500000 Penalty: 3057.865479
	Iteration 52Q: 3 clusters Score -3225784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3225783.500000 Penalty: 3057.865479
	Iteration 53F: 3 clusters Score -3225784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Entering Unmasked Estep 
Score: -4367013.000000 Penalty: 1575.441528
	Iteration 0F: 2 clusters Score -4367013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4341091.000000 Penalty: 3150.883057
	Iteration 0F: 3 clusters Score -4341091 nChanged 18156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4350939.000000 Penalty: 3150.883057
	Iteration 1F: 3 clusters Score -4350939 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -4351442.500000 Penalty: 3150.883057
	Iteration 2Q: 3 clusters Score -4351442 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4351845.500000 Penalty: 3150.883057
	Iteration 3Q: 3 clusters Score -4351846 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -4352134.500000 Penalty: 3150.883057
	Iteration 4Q: 3 clusters Score -4352134 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4352440.500000 Penalty: 3150.883057
	Iteration 5Q: 3 clusters Score -4352440 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4352710.500000 Penalty: 3150.883057
	Iteration 6Q: 3 clusters Score -4352710 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4352947.500000 Penalty: 3150.883057
	Iteration 7Q: 3 clusters Score -4352948 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -4353185.500000 Penalty: 3150.883057
	Iteration 8Q: 3 clusters Score -4353186 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -4353433.000000 Penalty: 3150.883057
	Iteration 9Q: 3 clusters Score -4353433 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -4353769.000000 Penalty: 3150.883057
	Iteration 10Q: 3 clusters Score -4353769 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -4354182.000000 Penalty: 3150.883057
	Iteration 11Q: 3 clusters Score -4354182 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4354696.500000 Penalty: 3150.883057
	Iteration 12Q: 3 clusters Score -4354696 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -4355505.000000 Penalty: 3150.883057
	Iteration 13Q: 3 clusters Score -4355505 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4356645.000000 Penalty: 3150.883057
	Iteration 14F: 3 clusters Score -4356645 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -4358170.500000 Penalty: 3150.883057
	Iteration 15F: 3 clusters Score -4358170 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4360071.000000 Penalty: 3150.883057
	Iteration 16F: 3 clusters Score -4360071 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4361982.000000 Penalty: 3150.883057
	Iteration 17F: 3 clusters Score -4361982 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4363553.500000 Penalty: 3150.883057
	Iteration 18Q: 3 clusters Score -4363554 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -4364626.000000 Penalty: 3150.883057
	Iteration 19Q: 3 clusters Score -4364626 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -4365171.500000 Penalty: 3150.883057
	Iteration 20F: 3 clusters Score -4365172 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -4365462.000000 Penalty: 3150.883057
	Iteration 21Q: 3 clusters Score -4365462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -4365606.000000 Penalty: 3150.883057
	Iteration 22Q: 3 clusters Score -4365606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -4365680.500000 Penalty: 3150.883057
	Iteration 23Q: 3 clusters Score -4365680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -4365713.500000 Penalty: 3150.883057
	Iteration 24Q: 3 clusters Score -4365714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -4365752.000000 Penalty: 3150.883057
	Iteration 25Q: 3 clusters Score -4365752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -4365770.500000 Penalty: 3150.883057
	Iteration 26Q: 3 clusters Score -4365770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -4365786.000000 Penalty: 3150.883057
	Iteration 27Q: 3 clusters Score -4365786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -4365804.000000 Penalty: 3150.883057
	Iteration 28Q: 3 clusters Score -4365804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4365811.000000 Penalty: 3150.883057
	Iteration 29Q: 3 clusters Score -4365811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -4365815.000000 Penalty: 3150.883057
	Iteration 30Q: 3 clusters Score -4365815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -4365817.500000 Penalty: 3150.883057
	Iteration 31Q: 3 clusters Score -4365818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -4365817.000000 Penalty: 3150.883057
	Iteration 32Q: 3 clusters Score -4365817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -4365819.000000 Penalty: 3150.883057
	Iteration 33Q: 3 clusters Score -4365819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -4365822.500000 Penalty: 3150.883057
	Iteration 34Q: 3 clusters Score -4365822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -4365822.500000 Penalty: 3150.883057
	Iteration 35F: 3 clusters Score -4365822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Entering Unmasked Estep 
Score: -2771814.500000 Penalty: 1505.311279
	Iteration 0F: 2 clusters Score -2771814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2755694.000000 Penalty: 3010.622559
	Iteration 0F: 3 clusters Score -2755694 nChanged 11009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2761816.250000 Penalty: 3010.622559
	Iteration 1F: 3 clusters Score -2761816 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2762304.750000 Penalty: 3010.622559
	Iteration 2F: 3 clusters Score -2762305 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2762656.250000 Penalty: 3010.622559
	Iteration 3Q: 3 clusters Score -2762656 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2762948.250000 Penalty: 3010.622559
	Iteration 4Q: 3 clusters Score -2762948 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2763184.750000 Penalty: 3010.622559
	Iteration 5Q: 3 clusters Score -2763185 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2763424.500000 Penalty: 3010.622559
	Iteration 6Q: 3 clusters Score -2763424 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2763616.000000 Penalty: 3010.622559
	Iteration 7Q: 3 clusters Score -2763616 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2763808.750000 Penalty: 3010.622559
	Iteration 8Q: 3 clusters Score -2763809 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2764008.000000 Penalty: 3010.622559
	Iteration 9Q: 3 clusters Score -2764008 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2764189.500000 Penalty: 3010.622559
	Iteration 10Q: 3 clusters Score -2764190 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2764368.000000 Penalty: 3010.622559
	Iteration 11Q: 3 clusters Score -2764368 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2764537.750000 Penalty: 3010.622559
	Iteration 12Q: 3 clusters Score -2764538 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2764700.250000 Penalty: 3010.622559
	Iteration 13Q: 3 clusters Score -2764700 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2764901.250000 Penalty: 3010.622559
	Iteration 14Q: 3 clusters Score -2764901 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2765162.500000 Penalty: 3010.622559
	Iteration 15Q: 3 clusters Score -2765162 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2765422.750000 Penalty: 3010.622559
	Iteration 16Q: 3 clusters Score -2765423 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2765706.750000 Penalty: 3010.622559
	Iteration 17Q: 3 clusters Score -2765707 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2765999.500000 Penalty: 3010.622559
	Iteration 18Q: 3 clusters Score -2766000 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2766271.750000 Penalty: 3010.622559
	Iteration 19Q: 3 clusters Score -2766272 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2766542.750000 Penalty: 3010.622559
	Iteration 20F: 3 clusters Score -2766543 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2766772.750000 Penalty: 3010.622559
	Iteration 21Q: 3 clusters Score -2766773 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2766969.000000 Penalty: 3010.622559
	Iteration 22Q: 3 clusters Score -2766969 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2767170.000000 Penalty: 3010.622559
	Iteration 23Q: 3 clusters Score -2767170 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2767350.250000 Penalty: 3010.622559
	Iteration 24Q: 3 clusters Score -2767350 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2767531.500000 Penalty: 3010.622559
	Iteration 25Q: 3 clusters Score -2767532 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2767718.250000 Penalty: 3010.622559
	Iteration 26Q: 3 clusters Score -2767718 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2767907.500000 Penalty: 3010.622559
	Iteration 27Q: 3 clusters Score -2767908 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2768090.500000 Penalty: 3010.622559
	Iteration 28Q: 3 clusters Score -2768090 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2768284.500000 Penalty: 3010.622559
	Iteration 29Q: 3 clusters Score -2768284 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2768444.250000 Penalty: 3010.622559
	Iteration 30Q: 3 clusters Score -2768444 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2768632.750000 Penalty: 3010.622559
	Iteration 31Q: 3 clusters Score -2768633 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2768782.750000 Penalty: 3010.622559
	Iteration 32Q: 3 clusters Score -2768783 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2768964.250000 Penalty: 3010.622559
	Iteration 33Q: 3 clusters Score -2768964 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2769102.000000 Penalty: 3010.622559
	Iteration 34Q: 3 clusters Score -2769102 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2769263.250000 Penalty: 3010.622559
	Iteration 35Q: 3 clusters Score -2769263 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2769420.500000 Penalty: 3010.622559
	Iteration 36Q: 3 clusters Score -2769420 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2769575.000000 Penalty: 3010.622559
	Iteration 37Q: 3 clusters Score -2769575 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2769724.750000 Penalty: 3010.622559
	Iteration 38Q: 3 clusters Score -2769725 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2769868.250000 Penalty: 3010.622559
	Iteration 39Q: 3 clusters Score -2769868 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2770009.000000 Penalty: 3010.622559
	Iteration 40F: 3 clusters Score -2770009 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2770125.750000 Penalty: 3010.622559
	Iteration 41Q: 3 clusters Score -2770126 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -2770230.500000 Penalty: 3010.622559
	Iteration 42Q: 3 clusters Score -2770230 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2770320.750000 Penalty: 3010.622559
	Iteration 43Q: 3 clusters Score -2770321 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -2770392.000000 Penalty: 3010.622559
	Iteration 44Q: 3 clusters Score -2770392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2770449.750000 Penalty: 3010.622559
	Iteration 45Q: 3 clusters Score -2770450 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -2770485.500000 Penalty: 3010.622559
	Iteration 46Q: 3 clusters Score -2770486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -2770515.250000 Penalty: 3010.622559
	Iteration 47Q: 3 clusters Score -2770515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2770531.250000 Penalty: 3010.622559
	Iteration 48Q: 3 clusters Score -2770531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2770550.500000 Penalty: 3010.622559
	Iteration 49Q: 3 clusters Score -2770550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2770554.500000 Penalty: 3010.622559
	Iteration 50Q: 3 clusters Score -2770554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -2770555.750000 Penalty: 3010.622559
	Iteration 51Q: 3 clusters Score -2770556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -2770560.250000 Penalty: 3010.622559
	Iteration 52Q: 3 clusters Score -2770560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2770571.250000 Penalty: 3010.622559
	Iteration 53Q: 3 clusters Score -2770571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2770579.500000 Penalty: 3010.622559
	Iteration 54Q: 3 clusters Score -2770580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2770591.000000 Penalty: 3010.622559
	Iteration 55Q: 3 clusters Score -2770591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -2770597.500000 Penalty: 3010.622559
	Iteration 56Q: 3 clusters Score -2770598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2770597.000000 Penalty: 3010.622559
	Iteration 57Q: 3 clusters Score -2770597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2770602.500000 Penalty: 3010.622559
	Iteration 58Q: 3 clusters Score -2770602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2770603.750000 Penalty: 3010.622559
	Iteration 59Q: 3 clusters Score -2770604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2770603.750000 Penalty: 3010.622559
	Iteration 60F: 3 clusters Score -2770604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64121 members 
Entering Unmasked Estep 
Score: -7018455.000000 Penalty: 1646.996826
	Iteration 0F: 2 clusters Score -7018455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -6976630.000000 Penalty: 3293.993652
	Iteration 0F: 3 clusters Score -6976630 nChanged 29957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -6993380.000000 Penalty: 3293.993652
	Iteration 1F: 3 clusters Score -6993380 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -6994068.500000 Penalty: 3293.993652
	Iteration 2Q: 3 clusters Score -6994068 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -6994975.500000 Penalty: 3293.993652
	Iteration 3Q: 3 clusters Score -6994976 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -6996006.500000 Penalty: 3293.993652
	Iteration 4Q: 3 clusters Score -6996006 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -6997287.000000 Penalty: 3293.993652
	Iteration 5Q: 3 clusters Score -6997287 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -6998818.000000 Penalty: 3293.993652
	Iteration 6F: 3 clusters Score -6998818 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -7000704.000000 Penalty: 3293.993652
	Iteration 7F: 3 clusters Score -7000704 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -7002767.500000 Penalty: 3293.993652
	Iteration 8F: 3 clusters Score -7002768 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -7004941.000000 Penalty: 3293.993652
	Iteration 9F: 3 clusters Score -7004941 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -7007275.500000 Penalty: 3293.993652
	Iteration 10F: 3 clusters Score -7007276 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -7009522.500000 Penalty: 3293.993652
	Iteration 11F: 3 clusters Score -7009522 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -7011797.000000 Penalty: 3293.993652
	Iteration 12Q: 3 clusters Score -7011797 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -7013806.500000 Penalty: 3293.993652
	Iteration 13Q: 3 clusters Score -7013806 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -7015324.000000 Penalty: 3293.993652
	Iteration 14Q: 3 clusters Score -7015324 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -7016334.000000 Penalty: 3293.993652
	Iteration 15Q: 3 clusters Score -7016334 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7016938.000000 Penalty: 3293.993652
	Iteration 16Q: 3 clusters Score -7016938 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7017209.000000 Penalty: 3293.993652
	Iteration 17Q: 3 clusters Score -7017209 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7017386.500000 Penalty: 3293.993652
	Iteration 18Q: 3 clusters Score -7017386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7017508.500000 Penalty: 3293.993652
	Iteration 19Q: 3 clusters Score -7017508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7017579.000000 Penalty: 3293.993652
	Iteration 20F: 3 clusters Score -7017579 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7017644.000000 Penalty: 3293.993652
	Iteration 21Q: 3 clusters Score -7017644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7017716.500000 Penalty: 3293.993652
	Iteration 22Q: 3 clusters Score -7017716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7017879.000000 Penalty: 3293.993652
	Iteration 23Q: 3 clusters Score -7017879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7018028.500000 Penalty: 3293.993652
	Iteration 24Q: 3 clusters Score -7018028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7018066.000000 Penalty: 3293.993652
	Iteration 25Q: 3 clusters Score -7018066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7018098.000000 Penalty: 3293.993652
	Iteration 26Q: 3 clusters Score -7018098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7018097.500000 Penalty: 3293.993652
	Iteration 27Q: 3 clusters Score -7018098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7018120.500000 Penalty: 3293.993652
	Iteration 28Q: 3 clusters Score -7018120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7018144.000000 Penalty: 3293.993652
	Iteration 29Q: 3 clusters Score -7018144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7018140.500000 Penalty: 3293.993652
	Iteration 30Q: 3 clusters Score -7018140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7018147.500000 Penalty: 3293.993652
	Iteration 31Q: 3 clusters Score -7018148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7018149.000000 Penalty: 3293.993652
	Iteration 32Q: 3 clusters Score -7018149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7018152.000000 Penalty: 3293.993652
	Iteration 33Q: 3 clusters Score -7018152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7018160.000000 Penalty: 3293.993652
	Iteration 34Q: 3 clusters Score -7018160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7018166.500000 Penalty: 3293.993652
	Iteration 35Q: 3 clusters Score -7018166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7018175.500000 Penalty: 3293.993652
	Iteration 36Q: 3 clusters Score -7018176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7018180.500000 Penalty: 3293.993652
	Iteration 37Q: 3 clusters Score -7018180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7018175.500000 Penalty: 3293.993652
	Iteration 38Q: 3 clusters Score -7018176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7018178.000000 Penalty: 3293.993652
	Iteration 39Q: 3 clusters Score -7018178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7018178.500000 Penalty: 3293.993652
	Iteration 40F: 3 clusters Score -7018178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7018180.500000 Penalty: 3293.993652
	Iteration 41Q: 3 clusters Score -7018180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7018182.000000 Penalty: 3293.993652
	Iteration 42Q: 3 clusters Score -7018182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7018182.000000 Penalty: 3293.993652
	Iteration 43F: 3 clusters Score -7018182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Entering Unmasked Estep 
Score: -1448183.125000 Penalty: 1414.025757
	Iteration 0F: 2 clusters Score -1448183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1439302.500000 Penalty: 2828.051514
	Iteration 0F: 3 clusters Score -1439302 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1442369.750000 Penalty: 2828.051514
	Iteration 1F: 3 clusters Score -1442370 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1442741.375000 Penalty: 2828.051514
	Iteration 2F: 3 clusters Score -1442741 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1443091.750000 Penalty: 2828.051514
	Iteration 3F: 3 clusters Score -1443092 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1443393.000000 Penalty: 2828.051514
	Iteration 4Q: 3 clusters Score -1443393 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1443635.500000 Penalty: 2828.051514
	Iteration 5Q: 3 clusters Score -1443636 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1443871.375000 Penalty: 2828.051514
	Iteration 6Q: 3 clusters Score -1443871 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1444131.125000 Penalty: 2828.051514
	Iteration 7Q: 3 clusters Score -1444131 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1444375.250000 Penalty: 2828.051514
	Iteration 8Q: 3 clusters Score -1444375 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1444648.750000 Penalty: 2828.051514
	Iteration 9Q: 3 clusters Score -1444649 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1444964.750000 Penalty: 2828.051514
	Iteration 10Q: 3 clusters Score -1444965 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1445273.625000 Penalty: 2828.051514
	Iteration 11Q: 3 clusters Score -1445274 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1445557.250000 Penalty: 2828.051514
	Iteration 12Q: 3 clusters Score -1445557 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1445805.500000 Penalty: 2828.051514
	Iteration 13Q: 3 clusters Score -1445806 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1446004.500000 Penalty: 2828.051514
	Iteration 14Q: 3 clusters Score -1446004 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1446186.125000 Penalty: 2828.051514
	Iteration 15Q: 3 clusters Score -1446186 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1446343.000000 Penalty: 2828.051514
	Iteration 16Q: 3 clusters Score -1446343 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1446470.875000 Penalty: 2828.051514
	Iteration 17Q: 3 clusters Score -1446471 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1446576.875000 Penalty: 2828.051514
	Iteration 18Q: 3 clusters Score -1446577 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1446672.875000 Penalty: 2828.051514
	Iteration 19Q: 3 clusters Score -1446673 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1446751.250000 Penalty: 2828.051514
	Iteration 20F: 3 clusters Score -1446751 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1446816.375000 Penalty: 2828.051514
	Iteration 21Q: 3 clusters Score -1446816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1446875.750000 Penalty: 2828.051514
	Iteration 22Q: 3 clusters Score -1446876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1446930.000000 Penalty: 2828.051514
	Iteration 23Q: 3 clusters Score -1446930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1446970.625000 Penalty: 2828.051514
	Iteration 24Q: 3 clusters Score -1446971 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1447019.750000 Penalty: 2828.051514
	Iteration 25Q: 3 clusters Score -1447020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1447050.125000 Penalty: 2828.051514
	Iteration 26Q: 3 clusters Score -1447050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1447079.750000 Penalty: 2828.051514
	Iteration 27Q: 3 clusters Score -1447080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1447103.000000 Penalty: 2828.051514
	Iteration 28Q: 3 clusters Score -1447103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1447115.500000 Penalty: 2828.051514
	Iteration 29Q: 3 clusters Score -1447116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1447131.250000 Penalty: 2828.051514
	Iteration 30Q: 3 clusters Score -1447131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1447140.000000 Penalty: 2828.051514
	Iteration 31Q: 3 clusters Score -1447140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1447149.750000 Penalty: 2828.051514
	Iteration 32Q: 3 clusters Score -1447150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1447158.000000 Penalty: 2828.051514
	Iteration 33Q: 3 clusters Score -1447158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1447163.000000 Penalty: 2828.051514
	Iteration 34Q: 3 clusters Score -1447163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1447171.875000 Penalty: 2828.051514
	Iteration 35Q: 3 clusters Score -1447172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1447173.750000 Penalty: 2828.051514
	Iteration 36Q: 3 clusters Score -1447174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1447176.375000 Penalty: 2828.051514
	Iteration 37Q: 3 clusters Score -1447176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1447176.125000 Penalty: 2828.051514
	Iteration 38Q: 3 clusters Score -1447176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1447183.375000 Penalty: 2828.051514
	Iteration 39Q: 3 clusters Score -1447183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1447185.375000 Penalty: 2828.051514
	Iteration 40F: 3 clusters Score -1447185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1447187.875000 Penalty: 2828.051514
	Iteration 41Q: 3 clusters Score -1447188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1447188.250000 Penalty: 2828.051514
	Iteration 42Q: 3 clusters Score -1447188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1447188.500000 Penalty: 2828.051514
	Iteration 43Q: 3 clusters Score -1447188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1447188.000000 Penalty: 2828.051514
	Iteration 44Q: 3 clusters Score -1447188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1447192.125000 Penalty: 2828.051514
	Iteration 45Q: 3 clusters Score -1447192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1447187.875000 Penalty: 2828.051514
	Iteration 46Q: 3 clusters Score -1447188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1447190.000000 Penalty: 2828.051514
	Iteration 47Q: 3 clusters Score -1447190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1447191.000000 Penalty: 2828.051514
	Iteration 48Q: 3 clusters Score -1447191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1447192.125000 Penalty: 2828.051514
	Iteration 49Q: 3 clusters Score -1447192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1447192.125000 Penalty: 2828.051514
	Iteration 50F: 3 clusters Score -1447192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Entering Unmasked Estep 
Score: -2017033.125000 Penalty: 1458.645874
	Iteration 0F: 2 clusters Score -2017033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2005144.125000 Penalty: 2917.291748
	Iteration 0F: 3 clusters Score -2005144 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2009455.000000 Penalty: 2917.291748
	Iteration 1F: 3 clusters Score -2009455 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2009887.625000 Penalty: 2917.291748
	Iteration 2F: 3 clusters Score -2009888 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2010282.625000 Penalty: 2917.291748
	Iteration 3F: 3 clusters Score -2010283 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2010688.000000 Penalty: 2917.291748
	Iteration 4Q: 3 clusters Score -2010688 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2011075.125000 Penalty: 2917.291748
	Iteration 5Q: 3 clusters Score -2011075 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2011414.750000 Penalty: 2917.291748
	Iteration 6Q: 3 clusters Score -2011415 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2011715.875000 Penalty: 2917.291748
	Iteration 7Q: 3 clusters Score -2011716 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2011963.125000 Penalty: 2917.291748
	Iteration 8Q: 3 clusters Score -2011963 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2012178.375000 Penalty: 2917.291748
	Iteration 9Q: 3 clusters Score -2012178 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2012385.625000 Penalty: 2917.291748
	Iteration 10Q: 3 clusters Score -2012386 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2012581.250000 Penalty: 2917.291748
	Iteration 11Q: 3 clusters Score -2012581 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2012723.875000 Penalty: 2917.291748
	Iteration 12Q: 3 clusters Score -2012724 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2012903.375000 Penalty: 2917.291748
	Iteration 13Q: 3 clusters Score -2012903 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2013100.875000 Penalty: 2917.291748
	Iteration 14Q: 3 clusters Score -2013101 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2013313.000000 Penalty: 2917.291748
	Iteration 15Q: 3 clusters Score -2013313 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2013567.500000 Penalty: 2917.291748
	Iteration 16Q: 3 clusters Score -2013568 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2013849.250000 Penalty: 2917.291748
	Iteration 17Q: 3 clusters Score -2013849 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2014136.875000 Penalty: 2917.291748
	Iteration 18Q: 3 clusters Score -2014137 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2014437.875000 Penalty: 2917.291748
	Iteration 19Q: 3 clusters Score -2014438 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2014729.625000 Penalty: 2917.291748
	Iteration 20F: 3 clusters Score -2014730 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2015011.250000 Penalty: 2917.291748
	Iteration 21Q: 3 clusters Score -2015011 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2015252.875000 Penalty: 2917.291748
	Iteration 22Q: 3 clusters Score -2015253 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2015442.250000 Penalty: 2917.291748
	Iteration 23Q: 3 clusters Score -2015442 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2015604.750000 Penalty: 2917.291748
	Iteration 24Q: 3 clusters Score -2015605 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2015758.250000 Penalty: 2917.291748
	Iteration 25Q: 3 clusters Score -2015758 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2015871.750000 Penalty: 2917.291748
	Iteration 26Q: 3 clusters Score -2015872 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2015950.500000 Penalty: 2917.291748
	Iteration 27Q: 3 clusters Score -2015950 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2016017.500000 Penalty: 2917.291748
	Iteration 28Q: 3 clusters Score -2016018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2016079.125000 Penalty: 2917.291748
	Iteration 29Q: 3 clusters Score -2016079 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2016126.125000 Penalty: 2917.291748
	Iteration 30Q: 3 clusters Score -2016126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2016170.125000 Penalty: 2917.291748
	Iteration 31Q: 3 clusters Score -2016170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2016199.125000 Penalty: 2917.291748
	Iteration 32Q: 3 clusters Score -2016199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2016236.000000 Penalty: 2917.291748
	Iteration 33Q: 3 clusters Score -2016236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2016260.500000 Penalty: 2917.291748
	Iteration 34Q: 3 clusters Score -2016260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2016276.625000 Penalty: 2917.291748
	Iteration 35Q: 3 clusters Score -2016277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2016289.500000 Penalty: 2917.291748
	Iteration 36Q: 3 clusters Score -2016290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2016298.875000 Penalty: 2917.291748
	Iteration 37Q: 3 clusters Score -2016299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2016307.000000 Penalty: 2917.291748
	Iteration 38Q: 3 clusters Score -2016307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2016316.875000 Penalty: 2917.291748
	Iteration 39Q: 3 clusters Score -2016317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2016324.375000 Penalty: 2917.291748
	Iteration 40F: 3 clusters Score -2016324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2016327.625000 Penalty: 2917.291748
	Iteration 41Q: 3 clusters Score -2016328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2016331.125000 Penalty: 2917.291748
	Iteration 42Q: 3 clusters Score -2016331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2016335.375000 Penalty: 2917.291748
	Iteration 43Q: 3 clusters Score -2016335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2016338.125000 Penalty: 2917.291748
	Iteration 44Q: 3 clusters Score -2016338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2016342.125000 Penalty: 2917.291748
	Iteration 45Q: 3 clusters Score -2016342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2016344.000000 Penalty: 2917.291748
	Iteration 46Q: 3 clusters Score -2016344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2016347.250000 Penalty: 2917.291748
	Iteration 47Q: 3 clusters Score -2016347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2016349.625000 Penalty: 2917.291748
	Iteration 48Q: 3 clusters Score -2016350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2016350.625000 Penalty: 2917.291748
	Iteration 49Q: 3 clusters Score -2016351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2016350.625000 Penalty: 2917.291748
	Iteration 50F: 3 clusters Score -2016351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Entering Unmasked Estep 
Score: -4302992.500000 Penalty: 1571.612793
	Iteration 0F: 2 clusters Score -4302992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4277973.000000 Penalty: 3143.225586
	Iteration 0F: 3 clusters Score -4277973 nChanged 17644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4287593.000000 Penalty: 3143.225586
	Iteration 1F: 3 clusters Score -4287593 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4288147.500000 Penalty: 3143.225586
	Iteration 2Q: 3 clusters Score -4288148 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4288692.500000 Penalty: 3143.225586
	Iteration 3Q: 3 clusters Score -4288692 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -4289364.000000 Penalty: 3143.225586
	Iteration 4Q: 3 clusters Score -4289364 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -4290205.500000 Penalty: 3143.225586
	Iteration 5Q: 3 clusters Score -4290206 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4291368.000000 Penalty: 3143.225586
	Iteration 6F: 3 clusters Score -4291368 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -4293170.500000 Penalty: 3143.225586
	Iteration 7F: 3 clusters Score -4293170 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -4295567.000000 Penalty: 3143.225586
	Iteration 8F: 3 clusters Score -4295567 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4297983.000000 Penalty: 3143.225586
	Iteration 9F: 3 clusters Score -4297983 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4299839.000000 Penalty: 3143.225586
	Iteration 10F: 3 clusters Score -4299839 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4300916.500000 Penalty: 3143.225586
	Iteration 11Q: 3 clusters Score -4300916 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4301391.000000 Penalty: 3143.225586
	Iteration 12Q: 3 clusters Score -4301391 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4301589.000000 Penalty: 3143.225586
	Iteration 13Q: 3 clusters Score -4301589 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4301684.500000 Penalty: 3143.225586
	Iteration 14Q: 3 clusters Score -4301684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4301746.500000 Penalty: 3143.225586
	Iteration 15Q: 3 clusters Score -4301746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4301764.500000 Penalty: 3143.225586
	Iteration 16Q: 3 clusters Score -4301764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4301779.500000 Penalty: 3143.225586
	Iteration 17Q: 3 clusters Score -4301780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4301787.500000 Penalty: 3143.225586
	Iteration 18Q: 3 clusters Score -4301788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4301793.500000 Penalty: 3143.225586
	Iteration 19Q: 3 clusters Score -4301794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4301799.500000 Penalty: 3143.225586
	Iteration 20F: 3 clusters Score -4301800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4301799.000000 Penalty: 3143.225586
	Iteration 21Q: 3 clusters Score -4301799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4301804.000000 Penalty: 3143.225586
	Iteration 22Q: 3 clusters Score -4301804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4301817.500000 Penalty: 3143.225586
	Iteration 23Q: 3 clusters Score -4301818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4301824.500000 Penalty: 3143.225586
	Iteration 24Q: 3 clusters Score -4301824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4301826.000000 Penalty: 3143.225586
	Iteration 25Q: 3 clusters Score -4301826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4301827.000000 Penalty: 3143.225586
	Iteration 26Q: 3 clusters Score -4301827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4301825.000000 Penalty: 3143.225586
	Iteration 27Q: 3 clusters Score -4301825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4301828.000000 Penalty: 3143.225586
	Iteration 28Q: 3 clusters Score -4301828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4301827.000000 Penalty: 3143.225586
	Iteration 29Q: 3 clusters Score -4301827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4301833.500000 Penalty: 3143.225586
	Iteration 30Q: 3 clusters Score -4301834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4301835.500000 Penalty: 3143.225586
	Iteration 31Q: 3 clusters Score -4301836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4301835.500000 Penalty: 3143.225586
	Iteration 32F: 3 clusters Score -4301836 nChanged 0
--- Evaluating fit on full set of 1469894 points ---
Entering Unmasked Estep 
Score: -157454656.000000 Penalty: 52826.609375
24->26 Clusters: Score -157454656.000000, best is -158291552.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 734947 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 30555 members 
Mstep: Class 3 contains 30690 members 
Mstep: Class 4 contains 30491 members 
Mstep: Class 5 contains 30645 members 
Mstep: Class 6 contains 30850 members 
Mstep: Class 7 contains 30851 members 
Mstep: Class 8 contains 30781 members 
Mstep: Class 9 contains 30380 members 
Mstep: Class 10 contains 30720 members 
Mstep: Class 11 contains 30590 members 
Mstep: Class 12 contains 30832 members 
Mstep: Class 13 contains 30780 members 
Mstep: Class 14 contains 30594 members 
Mstep: Class 15 contains 30673 members 
Mstep: Class 16 contains 30565 members 
Mstep: Class 17 contains 30378 members 
Mstep: Class 18 contains 30579 members 
Mstep: Class 19 contains 30698 members 
Mstep: Class 20 contains 30491 members 
Mstep: Class 21 contains 30412 members 
Mstep: Class 22 contains 30472 members 
Mstep: Class 23 contains 30598 members 
Mstep: Class 24 contains 30754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 803.102966 but Gain 2009.921875
Score: -75333656.000000 Penalty: 46228.253906
Iteration 0F: 24 clusters Score -7.533366e+07 nChanged 700177
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 27880 members 
Mstep: Class 3 contains 48266 members 
Mstep: Class 4 contains 26774 members 
Mstep: Class 5 contains 31350 members 
Mstep: Class 6 contains 29931 members 
Mstep: Class 7 contains 30287 members 
Mstep: Class 8 contains 59367 members 
Mstep: Class 10 contains 31115 members 
Mstep: Class 11 contains 32620 members 
Mstep: Class 12 contains 23189 members 
Mstep: Class 13 contains 39901 members 
Mstep: Class 14 contains 55741 members 
Mstep: Class 15 contains 24386 members 
Mstep: Class 16 contains 37887 members 
Mstep: Class 17 contains 42673 members 
Mstep: Class 18 contains 14524 members 
Mstep: Class 19 contains 19007 members 
Mstep: Class 20 contains 15349 members 
Mstep: Class 21 contains 18905 members 
Mstep: Class 22 contains 22802 members 
Mstep: Class 23 contains 30274 members 
Mstep: Class 24 contains 44056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -76995496.000000 Penalty: 46228.253906
Iteration 1F: 24 clusters Score -7.69955e+07 nChanged 265696
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 31059 members 
Mstep: Class 3 contains 45625 members 
Mstep: Class 4 contains 25002 members 
Mstep: Class 5 contains 28619 members 
Mstep: Class 6 contains 33127 members 
Mstep: Class 7 contains 28700 members 
Mstep: Class 8 contains 67256 members 
Mstep: Class 10 contains 32610 members 
Mstep: Class 11 contains 33897 members 
Mstep: Class 12 contains 25055 members 
Mstep: Class 13 contains 36474 members 
Mstep: Class 14 contains 47010 members 
Mstep: Class 15 contains 23368 members 
Mstep: Class 16 contains 28552 members 
Mstep: Class 17 contains 58602 members 
Mstep: Class 18 contains 12928 members 
Mstep: Class 19 contains 15155 members 
Mstep: Class 20 contains 13699 members 
Mstep: Class 21 contains 25381 members 
Mstep: Class 22 contains 15703 members 
Mstep: Class 23 contains 33756 members 
Mstep: Class 24 contains 36556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77535472.000000 Penalty: 46228.253906
Iteration 2F: 24 clusters Score -7.753547e+07 nChanged 209075
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 38003 members 
Mstep: Class 3 contains 39439 members 
Mstep: Class 4 contains 22184 members 
Mstep: Class 5 contains 25592 members 
Mstep: Class 6 contains 36062 members 
Mstep: Class 7 contains 29274 members 
Mstep: Class 8 contains 67558 members 
Mstep: Class 10 contains 32630 members 
Mstep: Class 11 contains 29077 members 
Mstep: Class 12 contains 28655 members 
Mstep: Class 13 contains 26511 members 
Mstep: Class 14 contains 36648 members 
Mstep: Class 15 contains 24632 members 
Mstep: Class 16 contains 17850 members 
Mstep: Class 17 contains 70635 members 
Mstep: Class 18 contains 11400 members 
Mstep: Class 19 contains 12860 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 38915 members 
Mstep: Class 22 contains 12301 members 
Mstep: Class 23 contains 38841 members 
Mstep: Class 24 contains 34128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -77864656.000000 Penalty: 46228.253906
Iteration 3F: 24 clusters Score -7.786466e+07 nChanged 158077
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 41632 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 4 contains 19238 members 
Mstep: Class 5 contains 23114 members 
Mstep: Class 6 contains 36890 members 
Mstep: Class 7 contains 31207 members 
Mstep: Class 8 contains 63656 members 
Mstep: Class 10 contains 31449 members 
Mstep: Class 11 contains 25104 members 
Mstep: Class 12 contains 33864 members 
Mstep: Class 13 contains 17320 members 
Mstep: Class 14 contains 30947 members 
Mstep: Class 15 contains 27006 members 
Mstep: Class 16 contains 11858 members 
Mstep: Class 17 contains 78132 members 
Mstep: Class 18 contains 9897 members 
Mstep: Class 19 contains 11026 members 
Mstep: Class 20 contains 11475 members 
Mstep: Class 21 contains 51901 members 
Mstep: Class 22 contains 10628 members 
Mstep: Class 23 contains 44648 members 
Mstep: Class 24 contains 33115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78042912.000000 Penalty: 46228.253906
Iteration 4F: 24 clusters Score -7.804291e+07 nChanged 115166
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 42371 members 
Mstep: Class 3 contains 24821 members 
Mstep: Class 4 contains 16733 members 
Mstep: Class 5 contains 21779 members 
Mstep: Class 6 contains 36493 members 
Mstep: Class 7 contains 32273 members 
Mstep: Class 8 contains 60878 members 
Mstep: Class 10 contains 30745 members 
Mstep: Class 11 contains 21919 members 
Mstep: Class 12 contains 38336 members 
Mstep: Class 13 contains 11644 members 
Mstep: Class 14 contains 28323 members 
Mstep: Class 15 contains 29639 members 
Mstep: Class 16 contains 8709 members 
Mstep: Class 17 contains 83143 members 
Mstep: Class 18 contains 8482 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 10415 members 
Mstep: Class 21 contains 61277 members 
Mstep: Class 22 contains 8982 members 
Mstep: Class 23 contains 51525 members 
Mstep: Class 24 contains 30150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78142576.000000 Penalty: 46228.253906
Iteration 5F: 24 clusters Score -7.814258e+07 nChanged 85551
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 41426 members 
Mstep: Class 3 contains 20953 members 
Mstep: Class 4 contains 15000 members 
Mstep: Class 5 contains 21601 members 
Mstep: Class 6 contains 36052 members 
Mstep: Class 7 contains 32208 members 
Mstep: Class 8 contains 60399 members 
Mstep: Class 10 contains 30829 members 
Mstep: Class 11 contains 17758 members 
Mstep: Class 12 contains 42200 members 
Mstep: Class 13 contains 8471 members 
Mstep: Class 14 contains 26336 members 
Mstep: Class 15 contains 31496 members 
Mstep: Class 16 contains 6496 members 
Mstep: Class 17 contains 86340 members 
Mstep: Class 18 contains 7429 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 20 contains 9557 members 
Mstep: Class 21 contains 68041 members 
Mstep: Class 22 contains 7249 members 
Mstep: Class 23 contains 59501 members 
Mstep: Class 24 contains 25992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78209672.000000 Penalty: 46228.253906
Iteration 6F: 24 clusters Score -7.820967e+07 nChanged 67162
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 39266 members 
Mstep: Class 3 contains 18336 members 
Mstep: Class 4 contains 14237 members 
Mstep: Class 5 contains 21754 members 
Mstep: Class 6 contains 37842 members 
Mstep: Class 7 contains 31310 members 
Mstep: Class 8 contains 61134 members 
Mstep: Class 10 contains 30903 members 
Mstep: Class 11 contains 13001 members 
Mstep: Class 12 contains 46119 members 
Mstep: Class 13 contains 6447 members 
Mstep: Class 14 contains 24177 members 
Mstep: Class 15 contains 32573 members 
Mstep: Class 16 contains 4942 members 
Mstep: Class 17 contains 88069 members 
Mstep: Class 18 contains 6757 members 
Mstep: Class 19 contains 8911 members 
Mstep: Class 20 contains 8899 members 
Mstep: Class 21 contains 72389 members 
Mstep: Class 22 contains 5911 members 
Mstep: Class 23 contains 67279 members 
Mstep: Class 24 contains 21901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78263880.000000 Penalty: 46228.253906
Iteration 7F: 24 clusters Score -7.826388e+07 nChanged 55832
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 36674 members 
Mstep: Class 3 contains 16207 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 22060 members 
Mstep: Class 6 contains 43136 members 
Mstep: Class 7 contains 29954 members 
Mstep: Class 8 contains 62369 members 
Mstep: Class 10 contains 30635 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 49141 members 
Mstep: Class 13 contains 5017 members 
Mstep: Class 14 contains 21851 members 
Mstep: Class 15 contains 32894 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 88787 members 
Mstep: Class 18 contains 6262 members 
Mstep: Class 19 contains 8412 members 
Mstep: Class 20 contains 8456 members 
Mstep: Class 21 contains 74879 members 
Mstep: Class 22 contains 5000 members 
Mstep: Class 23 contains 73173 members 
Mstep: Class 24 contains 18244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78301800.000000 Penalty: 46228.253906
Iteration 8F: 24 clusters Score -7.83018e+07 nChanged 46205
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 34354 members 
Mstep: Class 3 contains 14234 members 
Mstep: Class 4 contains 14371 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 48018 members 
Mstep: Class 7 contains 28594 members 
Mstep: Class 8 contains 63720 members 
Mstep: Class 10 contains 30565 members 
Mstep: Class 11 contains 6034 members 
Mstep: Class 12 contains 51259 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 14 contains 19765 members 
Mstep: Class 15 contains 32629 members 
Mstep: Class 16 contains 3041 members 
Mstep: Class 17 contains 89140 members 
Mstep: Class 18 contains 5881 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 20 contains 8347 members 
Mstep: Class 21 contains 76194 members 
Mstep: Class 22 contains 4429 members 
Mstep: Class 23 contains 77315 members 
Mstep: Class 24 contains 15257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78330608.000000 Penalty: 46228.253906
Iteration 9F: 24 clusters Score -7.833061e+07 nChanged 38737
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 32512 members 
Mstep: Class 3 contains 12499 members 
Mstep: Class 4 contains 15309 members 
Mstep: Class 5 contains 22514 members 
Mstep: Class 6 contains 51895 members 
Mstep: Class 7 contains 27528 members 
Mstep: Class 8 contains 64913 members 
Mstep: Class 10 contains 30745 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 52715 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 15 contains 32703 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 88920 members 
Mstep: Class 18 contains 5540 members 
Mstep: Class 19 contains 7858 members 
Mstep: Class 20 contains 8361 members 
Mstep: Class 21 contains 76722 members 
Mstep: Class 22 contains 4069 members 
Mstep: Class 23 contains 79951 members 
Mstep: Class 24 contains 12855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78360232.000000 Penalty: 46228.253906
Iteration 10F: 24 clusters Score -7.836023e+07 nChanged 33372
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 31010 members 
Mstep: Class 3 contains 11041 members 
Mstep: Class 4 contains 17114 members 
Mstep: Class 5 contains 22440 members 
Mstep: Class 6 contains 55128 members 
Mstep: Class 7 contains 25965 members 
Mstep: Class 8 contains 65981 members 
Mstep: Class 10 contains 31021 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 53884 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 17098 members 
Mstep: Class 15 contains 34729 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 17 contains 88218 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 8130 members 
Mstep: Class 20 contains 7998 members 
Mstep: Class 21 contains 76562 members 
Mstep: Class 22 contains 3833 members 
Mstep: Class 23 contains 81537 members 
Mstep: Class 24 contains 10962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78381880.000000 Penalty: 46228.253906
Iteration 11Q: 24 clusters Score -7.838188e+07 nChanged 29066
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 77191 members 
Mstep: Class 2 contains 29829 members 
Mstep: Class 3 contains 9842 members 
Mstep: Class 4 contains 19606 members 
Mstep: Class 5 contains 22271 members 
Mstep: Class 6 contains 57951 members 
Mstep: Class 7 contains 24117 members 
Mstep: Class 8 contains 66934 members 
Mstep: Class 10 contains 31363 members 
Mstep: Class 11 contains 2669 members 
Mstep: Class 12 contains 54863 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 14 contains 16208 members 
Mstep: Class 15 contains 37330 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 87444 members 
Mstep: Class 18 contains 5112 members 
Mstep: Class 19 contains 8691 members 
Mstep: Class 20 contains 7402 members 
Mstep: Class 21 contains 75803 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 82246 members 
Mstep: Class 24 contains 9393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78396944.000000 Penalty: 46228.253906
Iteration 12Q: 24 clusters Score -7.839694e+07 nChanged 25967
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 28851 members 
Mstep: Class 3 contains 8819 members 
Mstep: Class 4 contains 22314 members 
Mstep: Class 5 contains 22146 members 
Mstep: Class 6 contains 60537 members 
Mstep: Class 7 contains 22628 members 
Mstep: Class 8 contains 67777 members 
Mstep: Class 10 contains 31830 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 12 contains 55787 members 
Mstep: Class 13 contains 3474 members 
Mstep: Class 14 contains 15544 members 
Mstep: Class 15 contains 39390 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 86521 members 
Mstep: Class 18 contains 5024 members 
Mstep: Class 19 contains 9680 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 74578 members 
Mstep: Class 22 contains 3506 members 
Mstep: Class 23 contains 82260 members 
Mstep: Class 24 contains 8062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78410992.000000 Penalty: 46228.253906
Iteration 13Q: 24 clusters Score -7.841099e+07 nChanged 24304
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 28112 members 
Mstep: Class 3 contains 7890 members 
Mstep: Class 4 contains 24845 members 
Mstep: Class 5 contains 22126 members 
Mstep: Class 6 contains 62767 members 
Mstep: Class 7 contains 21518 members 
Mstep: Class 8 contains 68493 members 
Mstep: Class 10 contains 32423 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 56518 members 
Mstep: Class 13 contains 3988 members 
Mstep: Class 14 contains 15027 members 
Mstep: Class 15 contains 40914 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 85583 members 
Mstep: Class 18 contains 4953 members 
Mstep: Class 19 contains 11194 members 
Mstep: Class 20 contains 6585 members 
Mstep: Class 21 contains 72984 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 81810 members 
Mstep: Class 24 contains 6875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78426232.000000 Penalty: 46228.253906
Iteration 14Q: 24 clusters Score -7.842623e+07 nChanged 23881
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 27494 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 26771 members 
Mstep: Class 5 contains 22199 members 
Mstep: Class 6 contains 64710 members 
Mstep: Class 7 contains 20499 members 
Mstep: Class 8 contains 69050 members 
Mstep: Class 10 contains 33073 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 56842 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 14616 members 
Mstep: Class 15 contains 42007 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 84669 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 13447 members 
Mstep: Class 20 contains 6741 members 
Mstep: Class 21 contains 70769 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 81096 members 
Mstep: Class 24 contains 5885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78443152.000000 Penalty: 46228.253906
Iteration 15Q: 24 clusters Score -7.844315e+07 nChanged 25385
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 26934 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 28074 members 
Mstep: Class 5 contains 22297 members 
Mstep: Class 6 contains 66484 members 
Mstep: Class 7 contains 19494 members 
Mstep: Class 8 contains 69323 members 
Mstep: Class 10 contains 33710 members 
Mstep: Class 11 contains 3055 members 
Mstep: Class 12 contains 56672 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 14144 members 
Mstep: Class 15 contains 42838 members 
Mstep: Class 16 contains 1306 members 
Mstep: Class 17 contains 83827 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 16705 members 
Mstep: Class 20 contains 7516 members 
Mstep: Class 21 contains 67462 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 80244 members 
Mstep: Class 24 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78463456.000000 Penalty: 46228.253906
Iteration 16Q: 24 clusters Score -7.846346e+07 nChanged 27487
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 26411 members 
Mstep: Class 3 contains 5642 members 
Mstep: Class 4 contains 28506 members 
Mstep: Class 5 contains 22493 members 
Mstep: Class 6 contains 68195 members 
Mstep: Class 7 contains 18491 members 
Mstep: Class 8 contains 69100 members 
Mstep: Class 10 contains 34377 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 56016 members 
Mstep: Class 13 contains 10245 members 
Mstep: Class 14 contains 13588 members 
Mstep: Class 15 contains 43490 members 
Mstep: Class 16 contains 1285 members 
Mstep: Class 17 contains 83078 members 
Mstep: Class 18 contains 4828 members 
Mstep: Class 19 contains 20989 members 
Mstep: Class 20 contains 8361 members 
Mstep: Class 21 contains 62393 members 
Mstep: Class 22 contains 3210 members 
Mstep: Class 23 contains 79226 members 
Mstep: Class 24 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78488712.000000 Penalty: 46228.253906
Iteration 17Q: 24 clusters Score -7.848871e+07 nChanged 29714
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 25906 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 4 contains 27894 members 
Mstep: Class 5 contains 22770 members 
Mstep: Class 6 contains 69833 members 
Mstep: Class 7 contains 17658 members 
Mstep: Class 8 contains 68276 members 
Mstep: Class 10 contains 34979 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 12 contains 55663 members 
Mstep: Class 13 contains 16638 members 
Mstep: Class 14 contains 13028 members 
Mstep: Class 15 contains 44043 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 82433 members 
Mstep: Class 18 contains 4775 members 
Mstep: Class 19 contains 25104 members 
Mstep: Class 20 contains 8927 members 
Mstep: Class 21 contains 55030 members 
Mstep: Class 22 contains 3159 members 
Mstep: Class 23 contains 78291 members 
Mstep: Class 24 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78519464.000000 Penalty: 46228.253906
Iteration 18Q: 24 clusters Score -7.851946e+07 nChanged 29791
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 25413 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 26789 members 
Mstep: Class 5 contains 22907 members 
Mstep: Class 6 contains 71409 members 
Mstep: Class 7 contains 17651 members 
Mstep: Class 8 contains 67202 members 
Mstep: Class 10 contains 34946 members 
Mstep: Class 11 contains 6337 members 
Mstep: Class 12 contains 56238 members 
Mstep: Class 13 contains 25156 members 
Mstep: Class 14 contains 12458 members 
Mstep: Class 15 contains 44421 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 81964 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 27851 members 
Mstep: Class 20 contains 8927 members 
Mstep: Class 21 contains 46163 members 
Mstep: Class 22 contains 3110 members 
Mstep: Class 23 contains 77429 members 
Mstep: Class 24 contains 3176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78551408.000000 Penalty: 46228.253906
Iteration 19Q: 24 clusters Score -7.855141e+07 nChanged 25261
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 64883 members 
Mstep: Class 2 contains 24934 members 
Mstep: Class 3 contains 3838 members 
Mstep: Class 4 contains 26215 members 
Mstep: Class 5 contains 22894 members 
Mstep: Class 6 contains 72958 members 
Mstep: Class 7 contains 18062 members 
Mstep: Class 8 contains 66815 members 
Mstep: Class 10 contains 34076 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 57163 members 
Mstep: Class 13 contains 31478 members 
Mstep: Class 14 contains 11985 members 
Mstep: Class 15 contains 44659 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 81549 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 19 contains 29514 members 
Mstep: Class 20 contains 8588 members 
Mstep: Class 21 contains 39097 members 
Mstep: Class 22 contains 3048 members 
Mstep: Class 23 contains 76642 members 
Mstep: Class 24 contains 2813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1962.803711 but Gain 2009.921875
Score: -78584504.000000 Penalty: 44218.332031
Iteration 20F: 23 clusters Score -7.85845e+07 nChanged 29694
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 24370 members 
Mstep: Class 3 contains 3448 members 
Mstep: Class 4 contains 26477 members 
Mstep: Class 5 contains 22941 members 
Mstep: Class 6 contains 74208 members 
Mstep: Class 7 contains 18424 members 
Mstep: Class 8 contains 64992 members 
Mstep: Class 10 contains 32495 members 
Mstep: Class 11 contains 10225 members 
Mstep: Class 12 contains 56748 members 
Mstep: Class 13 contains 40120 members 
Mstep: Class 14 contains 11366 members 
Mstep: Class 15 contains 44812 members 
Mstep: Class 17 contains 81058 members 
Mstep: Class 18 contains 4594 members 
Mstep: Class 19 contains 34307 members 
Mstep: Class 20 contains 8355 members 
Mstep: Class 21 contains 29818 members 
Mstep: Class 22 contains 3006 members 
Mstep: Class 23 contains 75956 members 
Mstep: Class 24 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78614048.000000 Penalty: 44218.332031
Iteration 21Q: 23 clusters Score -7.861405e+07 nChanged 21746
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 23858 members 
Mstep: Class 3 contains 2957 members 
Mstep: Class 4 contains 26536 members 
Mstep: Class 5 contains 22672 members 
Mstep: Class 6 contains 75413 members 
Mstep: Class 7 contains 18680 members 
Mstep: Class 8 contains 63920 members 
Mstep: Class 10 contains 31364 members 
Mstep: Class 11 contains 12188 members 
Mstep: Class 12 contains 56549 members 
Mstep: Class 13 contains 45365 members 
Mstep: Class 14 contains 10752 members 
Mstep: Class 15 contains 44907 members 
Mstep: Class 17 contains 81069 members 
Mstep: Class 18 contains 4518 members 
Mstep: Class 19 contains 37113 members 
Mstep: Class 20 contains 7899 members 
Mstep: Class 21 contains 23845 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 75365 members 
Mstep: Class 24 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78633952.000000 Penalty: 44218.332031
Iteration 22Q: 23 clusters Score -7.863395e+07 nChanged 15548
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 23306 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 26553 members 
Mstep: Class 5 contains 22372 members 
Mstep: Class 6 contains 76549 members 
Mstep: Class 7 contains 18819 members 
Mstep: Class 8 contains 62693 members 
Mstep: Class 10 contains 31010 members 
Mstep: Class 11 contains 13510 members 
Mstep: Class 12 contains 55958 members 
Mstep: Class 13 contains 47889 members 
Mstep: Class 14 contains 10415 members 
Mstep: Class 15 contains 44950 members 
Mstep: Class 17 contains 81625 members 
Mstep: Class 18 contains 4439 members 
Mstep: Class 19 contains 38772 members 
Mstep: Class 20 contains 7432 members 
Mstep: Class 21 contains 21395 members 
Mstep: Class 22 contains 2847 members 
Mstep: Class 23 contains 74905 members 
Mstep: Class 24 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78653992.000000 Penalty: 44218.332031
Iteration 23Q: 23 clusters Score -7.865399e+07 nChanged 15024
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 22750 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 26572 members 
Mstep: Class 5 contains 22168 members 
Mstep: Class 6 contains 77632 members 
Mstep: Class 7 contains 18915 members 
Mstep: Class 8 contains 58593 members 
Mstep: Class 10 contains 30977 members 
Mstep: Class 11 contains 14435 members 
Mstep: Class 12 contains 54778 members 
Mstep: Class 13 contains 48652 members 
Mstep: Class 14 contains 10267 members 
Mstep: Class 15 contains 44993 members 
Mstep: Class 17 contains 82855 members 
Mstep: Class 18 contains 4380 members 
Mstep: Class 19 contains 39723 members 
Mstep: Class 20 contains 7069 members 
Mstep: Class 21 contains 23832 members 
Mstep: Class 22 contains 2783 members 
Mstep: Class 23 contains 74451 members 
Mstep: Class 24 contains 1901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78674368.000000 Penalty: 44218.332031
Iteration 24Q: 23 clusters Score -7.867437e+07 nChanged 16776
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 22264 members 
Mstep: Class 3 contains 2012 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 21982 members 
Mstep: Class 6 contains 78638 members 
Mstep: Class 7 contains 18952 members 
Mstep: Class 8 contains 52635 members 
Mstep: Class 10 contains 30991 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 52043 members 
Mstep: Class 13 contains 48931 members 
Mstep: Class 14 contains 10277 members 
Mstep: Class 15 contains 45010 members 
Mstep: Class 17 contains 85318 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 40280 members 
Mstep: Class 20 contains 6969 members 
Mstep: Class 21 contains 29043 members 
Mstep: Class 22 contains 2724 members 
Mstep: Class 23 contains 74057 members 
Mstep: Class 24 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78695112.000000 Penalty: 44218.332031
Iteration 25Q: 23 clusters Score -7.869511e+07 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 21825 members 
Mstep: Class 3 contains 1863 members 
Mstep: Class 4 contains 26604 members 
Mstep: Class 5 contains 21867 members 
Mstep: Class 6 contains 79577 members 
Mstep: Class 7 contains 18967 members 
Mstep: Class 8 contains 47241 members 
Mstep: Class 10 contains 31020 members 
Mstep: Class 11 contains 15542 members 
Mstep: Class 12 contains 48009 members 
Mstep: Class 13 contains 49078 members 
Mstep: Class 14 contains 10428 members 
Mstep: Class 15 contains 45015 members 
Mstep: Class 17 contains 88746 members 
Mstep: Class 18 contains 4278 members 
Mstep: Class 19 contains 40664 members 
Mstep: Class 20 contains 6947 members 
Mstep: Class 21 contains 34218 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 73671 members 
Mstep: Class 24 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78722152.000000 Penalty: 44218.332031
Iteration 26Q: 23 clusters Score -7.872215e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 21413 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 26610 members 
Mstep: Class 5 contains 21749 members 
Mstep: Class 6 contains 80506 members 
Mstep: Class 7 contains 18984 members 
Mstep: Class 8 contains 43657 members 
Mstep: Class 10 contains 31023 members 
Mstep: Class 11 contains 15860 members 
Mstep: Class 12 contains 46782 members 
Mstep: Class 13 contains 49214 members 
Mstep: Class 14 contains 10705 members 
Mstep: Class 15 contains 45000 members 
Mstep: Class 17 contains 89766 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 40957 members 
Mstep: Class 20 contains 6609 members 
Mstep: Class 21 contains 37573 members 
Mstep: Class 22 contains 2590 members 
Mstep: Class 23 contains 73302 members 
Mstep: Class 24 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78740032.000000 Penalty: 44218.332031
Iteration 27Q: 23 clusters Score -7.874003e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 21002 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 26618 members 
Mstep: Class 5 contains 21675 members 
Mstep: Class 6 contains 81325 members 
Mstep: Class 7 contains 18990 members 
Mstep: Class 8 contains 41819 members 
Mstep: Class 10 contains 31043 members 
Mstep: Class 11 contains 16092 members 
Mstep: Class 12 contains 47451 members 
Mstep: Class 13 contains 49416 members 
Mstep: Class 14 contains 11116 members 
Mstep: Class 15 contains 45011 members 
Mstep: Class 17 contains 89057 members 
Mstep: Class 18 contains 4205 members 
Mstep: Class 19 contains 41127 members 
Mstep: Class 20 contains 6072 members 
Mstep: Class 21 contains 39155 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 72967 members 
Mstep: Class 24 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78744104.000000 Penalty: 44218.332031
Iteration 28Q: 23 clusters Score -7.87441e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 20589 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 4 contains 26607 members 
Mstep: Class 5 contains 21702 members 
Mstep: Class 6 contains 82100 members 
Mstep: Class 7 contains 18999 members 
Mstep: Class 8 contains 41097 members 
Mstep: Class 10 contains 31045 members 
Mstep: Class 11 contains 16302 members 
Mstep: Class 12 contains 47857 members 
Mstep: Class 13 contains 49588 members 
Mstep: Class 14 contains 11564 members 
Mstep: Class 15 contains 45018 members 
Mstep: Class 17 contains 88429 members 
Mstep: Class 18 contains 4150 members 
Mstep: Class 19 contains 41266 members 
Mstep: Class 20 contains 5704 members 
Mstep: Class 21 contains 39674 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 72603 members 
Mstep: Class 24 contains 1356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78745528.000000 Penalty: 44218.332031
Iteration 29Q: 23 clusters Score -7.874553e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 20187 members 
Mstep: Class 3 contains 1605 members 
Mstep: Class 4 contains 26602 members 
Mstep: Class 5 contains 21715 members 
Mstep: Class 6 contains 82811 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40771 members 
Mstep: Class 10 contains 31049 members 
Mstep: Class 11 contains 16467 members 
Mstep: Class 12 contains 48094 members 
Mstep: Class 13 contains 49686 members 
Mstep: Class 14 contains 12131 members 
Mstep: Class 15 contains 45026 members 
Mstep: Class 17 contains 87881 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 41361 members 
Mstep: Class 20 contains 5446 members 
Mstep: Class 21 contains 39851 members 
Mstep: Class 22 contains 2419 members 
Mstep: Class 23 contains 72204 members 
Mstep: Class 24 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78746928.000000 Penalty: 44218.332031
Iteration 30Q: 23 clusters Score -7.874693e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 19739 members 
Mstep: Class 3 contains 1576 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 21714 members 
Mstep: Class 6 contains 83500 members 
Mstep: Class 7 contains 19016 members 
Mstep: Class 8 contains 40656 members 
Mstep: Class 10 contains 31045 members 
Mstep: Class 11 contains 16600 members 
Mstep: Class 12 contains 48241 members 
Mstep: Class 13 contains 49722 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 45038 members 
Mstep: Class 17 contains 87394 members 
Mstep: Class 18 contains 4059 members 
Mstep: Class 19 contains 41404 members 
Mstep: Class 20 contains 5237 members 
Mstep: Class 21 contains 39929 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 71816 members 
Mstep: Class 24 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78747560.000000 Penalty: 44218.332031
Iteration 31Q: 23 clusters Score -7.874756e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 19261 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 21706 members 
Mstep: Class 6 contains 84132 members 
Mstep: Class 7 contains 19019 members 
Mstep: Class 8 contains 40611 members 
Mstep: Class 10 contains 31040 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 48316 members 
Mstep: Class 13 contains 49731 members 
Mstep: Class 14 contains 13528 members 
Mstep: Class 15 contains 45054 members 
Mstep: Class 17 contains 86892 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 41440 members 
Mstep: Class 20 contains 5090 members 
Mstep: Class 21 contains 39962 members 
Mstep: Class 22 contains 2338 members 
Mstep: Class 23 contains 71475 members 
Mstep: Class 24 contains 1261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78748632.000000 Penalty: 44218.332031
Iteration 32Q: 23 clusters Score -7.874863e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 18770 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 26581 members 
Mstep: Class 5 contains 21696 members 
Mstep: Class 6 contains 84703 members 
Mstep: Class 7 contains 19022 members 
Mstep: Class 8 contains 40591 members 
Mstep: Class 10 contains 31038 members 
Mstep: Class 11 contains 16835 members 
Mstep: Class 12 contains 48317 members 
Mstep: Class 13 contains 49742 members 
Mstep: Class 14 contains 14398 members 
Mstep: Class 15 contains 45060 members 
Mstep: Class 17 contains 86366 members 
Mstep: Class 18 contains 3901 members 
Mstep: Class 19 contains 41456 members 
Mstep: Class 20 contains 4982 members 
Mstep: Class 21 contains 39981 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 71123 members 
Mstep: Class 24 contains 1250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78749608.000000 Penalty: 44218.332031
Iteration 33Q: 23 clusters Score -7.874961e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 18225 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 4 contains 26580 members 
Mstep: Class 5 contains 21708 members 
Mstep: Class 6 contains 85300 members 
Mstep: Class 7 contains 19024 members 
Mstep: Class 8 contains 40584 members 
Mstep: Class 10 contains 31030 members 
Mstep: Class 11 contains 16928 members 
Mstep: Class 12 contains 48300 members 
Mstep: Class 13 contains 49745 members 
Mstep: Class 14 contains 15413 members 
Mstep: Class 15 contains 45065 members 
Mstep: Class 17 contains 85796 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 41439 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 39991 members 
Mstep: Class 22 contains 2288 members 
Mstep: Class 23 contains 70754 members 
Mstep: Class 24 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78750880.000000 Penalty: 44218.332031
Iteration 34Q: 23 clusters Score -7.875088e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 17650 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 4 contains 26576 members 
Mstep: Class 5 contains 21760 members 
Mstep: Class 6 contains 85932 members 
Mstep: Class 7 contains 19025 members 
Mstep: Class 8 contains 40583 members 
Mstep: Class 10 contains 31018 members 
Mstep: Class 11 contains 17019 members 
Mstep: Class 12 contains 48260 members 
Mstep: Class 13 contains 49743 members 
Mstep: Class 14 contains 16545 members 
Mstep: Class 15 contains 45062 members 
Mstep: Class 17 contains 85150 members 
Mstep: Class 18 contains 3710 members 
Mstep: Class 19 contains 41396 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 39993 members 
Mstep: Class 22 contains 2267 members 
Mstep: Class 23 contains 70329 members 
Mstep: Class 24 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78751776.000000 Penalty: 44218.332031
Iteration 35Q: 23 clusters Score -7.875178e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 17057 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 26572 members 
Mstep: Class 5 contains 21837 members 
Mstep: Class 6 contains 86554 members 
Mstep: Class 7 contains 19026 members 
Mstep: Class 8 contains 40578 members 
Mstep: Class 10 contains 31014 members 
Mstep: Class 11 contains 17115 members 
Mstep: Class 12 contains 48156 members 
Mstep: Class 13 contains 49738 members 
Mstep: Class 14 contains 17592 members 
Mstep: Class 15 contains 45067 members 
Mstep: Class 17 contains 84585 members 
Mstep: Class 18 contains 3639 members 
Mstep: Class 19 contains 41342 members 
Mstep: Class 20 contains 4836 members 
Mstep: Class 21 contains 39993 members 
Mstep: Class 22 contains 2267 members 
Mstep: Class 23 contains 69904 members 
Mstep: Class 24 contains 1227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78752536.000000 Penalty: 44218.332031
Iteration 36Q: 23 clusters Score -7.875254e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 16485 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 4 contains 26570 members 
Mstep: Class 5 contains 21946 members 
Mstep: Class 6 contains 87107 members 
Mstep: Class 7 contains 19026 members 
Mstep: Class 8 contains 40578 members 
Mstep: Class 10 contains 31010 members 
Mstep: Class 11 contains 17207 members 
Mstep: Class 12 contains 48007 members 
Mstep: Class 13 contains 49740 members 
Mstep: Class 14 contains 18628 members 
Mstep: Class 15 contains 45071 members 
Mstep: Class 17 contains 84021 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 41268 members 
Mstep: Class 20 contains 4877 members 
Mstep: Class 21 contains 39996 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 69522 members 
Mstep: Class 24 contains 1224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78753200.000000 Penalty: 44218.332031
Iteration 37Q: 23 clusters Score -7.87532e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 15938 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 4 contains 26571 members 
Mstep: Class 5 contains 22089 members 
Mstep: Class 6 contains 87684 members 
Mstep: Class 7 contains 19028 members 
Mstep: Class 8 contains 40575 members 
Mstep: Class 10 contains 30994 members 
Mstep: Class 11 contains 17285 members 
Mstep: Class 12 contains 47812 members 
Mstep: Class 13 contains 49739 members 
Mstep: Class 14 contains 19548 members 
Mstep: Class 15 contains 45072 members 
Mstep: Class 17 contains 83517 members 
Mstep: Class 18 contains 3533 members 
Mstep: Class 19 contains 41178 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 39995 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 69098 members 
Mstep: Class 24 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78754152.000000 Penalty: 44218.332031
Iteration 38Q: 23 clusters Score -7.875415e+07 nChanged 3066
Entering ConstructFrom: 
Score: -78754152.000000 Penalty: 44218.332031
Entering ConstructFrom: 
Trying to split cluster 1 (65277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Entering Unmasked Estep 
Score: -7147348.000000 Penalty: 1649.655640
	Iteration 0F: 2 clusters Score -7147348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -7105000.000000 Penalty: 3299.311279
	Iteration 0F: 3 clusters Score -7105000 nChanged 30238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -7122017.000000 Penalty: 3299.311279
	Iteration 1F: 3 clusters Score -7122017 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -7122865.000000 Penalty: 3299.311279
	Iteration 2Q: 3 clusters Score -7122865 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -7123983.500000 Penalty: 3299.311279
	Iteration 3Q: 3 clusters Score -7123984 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -7125736.500000 Penalty: 3299.311279
	Iteration 4F: 3 clusters Score -7125736 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -7128057.500000 Penalty: 3299.311279
	Iteration 5F: 3 clusters Score -7128058 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -7131381.500000 Penalty: 3299.311279
	Iteration 6F: 3 clusters Score -7131382 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -7135331.500000 Penalty: 3299.311279
	Iteration 7F: 3 clusters Score -7135332 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -7139280.500000 Penalty: 3299.311279
	Iteration 8F: 3 clusters Score -7139280 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -7142319.000000 Penalty: 3299.311279
	Iteration 9F: 3 clusters Score -7142319 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7144370.500000 Penalty: 3299.311279
	Iteration 10Q: 3 clusters Score -7144370 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7145514.000000 Penalty: 3299.311279
	Iteration 11Q: 3 clusters Score -7145514 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7146104.000000 Penalty: 3299.311279
	Iteration 12Q: 3 clusters Score -7146104 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7146353.500000 Penalty: 3299.311279
	Iteration 13Q: 3 clusters Score -7146354 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7146536.000000 Penalty: 3299.311279
	Iteration 14Q: 3 clusters Score -7146536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7146701.500000 Penalty: 3299.311279
	Iteration 15Q: 3 clusters Score -7146702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7146857.000000 Penalty: 3299.311279
	Iteration 16Q: 3 clusters Score -7146857 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7146928.500000 Penalty: 3299.311279
	Iteration 17Q: 3 clusters Score -7146928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7146972.000000 Penalty: 3299.311279
	Iteration 18Q: 3 clusters Score -7146972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7147001.500000 Penalty: 3299.311279
	Iteration 19Q: 3 clusters Score -7147002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7147043.000000 Penalty: 3299.311279
	Iteration 20F: 3 clusters Score -7147043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7147052.500000 Penalty: 3299.311279
	Iteration 21Q: 3 clusters Score -7147052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7147078.000000 Penalty: 3299.311279
	Iteration 22Q: 3 clusters Score -7147078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7147098.000000 Penalty: 3299.311279
	Iteration 23Q: 3 clusters Score -7147098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7147115.000000 Penalty: 3299.311279
	Iteration 24Q: 3 clusters Score -7147115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7147113.000000 Penalty: 3299.311279
	Iteration 25Q: 3 clusters Score -7147113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7147118.500000 Penalty: 3299.311279
	Iteration 26Q: 3 clusters Score -7147118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7147126.500000 Penalty: 3299.311279
	Iteration 27Q: 3 clusters Score -7147126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7147141.500000 Penalty: 3299.311279
	Iteration 28Q: 3 clusters Score -7147142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7147157.500000 Penalty: 3299.311279
	Iteration 29Q: 3 clusters Score -7147158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7147171.500000 Penalty: 3299.311279
	Iteration 30Q: 3 clusters Score -7147172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7147187.000000 Penalty: 3299.311279
	Iteration 31Q: 3 clusters Score -7147187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7147190.000000 Penalty: 3299.311279
	Iteration 32Q: 3 clusters Score -7147190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7147187.000000 Penalty: 3299.311279
	Iteration 33Q: 3 clusters Score -7147187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7147198.000000 Penalty: 3299.311279
	Iteration 34Q: 3 clusters Score -7147198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7147193.500000 Penalty: 3299.311279
	Iteration 35Q: 3 clusters Score -7147194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7147206.000000 Penalty: 3299.311279
	Iteration 36Q: 3 clusters Score -7147206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7147195.000000 Penalty: 3299.311279
	Iteration 37Q: 3 clusters Score -7147195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7147204.000000 Penalty: 3299.311279
	Iteration 38Q: 3 clusters Score -7147204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7147210.000000 Penalty: 3299.311279
	Iteration 39Q: 3 clusters Score -7147210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7147197.500000 Penalty: 3299.311279
	Iteration 40F: 3 clusters Score -7147198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7147201.500000 Penalty: 3299.311279
	Iteration 41Q: 3 clusters Score -7147202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7147209.500000 Penalty: 3299.311279
	Iteration 42Q: 3 clusters Score -7147210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7147206.500000 Penalty: 3299.311279
	Iteration 43Q: 3 clusters Score -7147206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7147217.000000 Penalty: 3299.311279
	Iteration 44Q: 3 clusters Score -7147217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7147221.000000 Penalty: 3299.311279
	Iteration 45Q: 3 clusters Score -7147221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7147227.500000 Penalty: 3299.311279
	Iteration 46Q: 3 clusters Score -7147228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7147229.500000 Penalty: 3299.311279
	Iteration 47Q: 3 clusters Score -7147230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7147233.500000 Penalty: 3299.311279
	Iteration 48Q: 3 clusters Score -7147234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7147232.500000 Penalty: 3299.311279
	Iteration 49Q: 3 clusters Score -7147232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7147234.000000 Penalty: 3299.311279
	Iteration 50Q: 3 clusters Score -7147234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7147227.000000 Penalty: 3299.311279
	Iteration 51Q: 3 clusters Score -7147227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7147230.500000 Penalty: 3299.311279
	Iteration 52Q: 3 clusters Score -7147230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7147225.000000 Penalty: 3299.311279
	Iteration 53Q: 3 clusters Score -7147225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7147226.000000 Penalty: 3299.311279
	Iteration 54Q: 3 clusters Score -7147226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7147231.000000 Penalty: 3299.311279
	Iteration 55Q: 3 clusters Score -7147231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7147246.500000 Penalty: 3299.311279
	Iteration 56Q: 3 clusters Score -7147246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7147235.500000 Penalty: 3299.311279
	Iteration 57Q: 3 clusters Score -7147236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7147233.500000 Penalty: 3299.311279
	Iteration 58Q: 3 clusters Score -7147234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7147240.500000 Penalty: 3299.311279
	Iteration 59Q: 3 clusters Score -7147240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7147242.000000 Penalty: 3299.311279
	Iteration 60F: 3 clusters Score -7147242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7147245.500000 Penalty: 3299.311279
	Iteration 61Q: 3 clusters Score -7147246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7147247.500000 Penalty: 3299.311279
	Iteration 62Q: 3 clusters Score -7147248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7147249.000000 Penalty: 3299.311279
	Iteration 63Q: 3 clusters Score -7147249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7147244.000000 Penalty: 3299.311279
	Iteration 64Q: 3 clusters Score -7147244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7147244.000000 Penalty: 3299.311279
	Iteration 65F: 3 clusters Score -7147244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Entering Unmasked Estep 
Score: -1648711.750000 Penalty: 1435.133911
	Iteration 0F: 2 clusters Score -1648712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1638515.500000 Penalty: 2870.267822
	Iteration 0F: 3 clusters Score -1638516 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1642479.250000 Penalty: 2870.267822
	Iteration 1F: 3 clusters Score -1642479 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1643355.250000 Penalty: 2870.267822
	Iteration 2F: 3 clusters Score -1643355 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1644211.000000 Penalty: 2870.267822
	Iteration 3F: 3 clusters Score -1644211 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1645143.750000 Penalty: 2870.267822
	Iteration 4F: 3 clusters Score -1645144 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1646187.750000 Penalty: 2870.267822
	Iteration 5F: 3 clusters Score -1646188 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1647109.375000 Penalty: 2870.267822
	Iteration 6F: 3 clusters Score -1647109 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1647775.375000 Penalty: 2870.267822
	Iteration 7F: 3 clusters Score -1647775 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1648231.000000 Penalty: 2870.267822
	Iteration 8Q: 3 clusters Score -1648231 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1648580.750000 Penalty: 2870.267822
	Iteration 9Q: 3 clusters Score -1648581 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1648847.250000 Penalty: 2870.267822
	Iteration 10Q: 3 clusters Score -1648847 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1649033.125000 Penalty: 2870.267822
	Iteration 11Q: 3 clusters Score -1649033 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1649151.875000 Penalty: 2870.267822
	Iteration 12Q: 3 clusters Score -1649152 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1649236.250000 Penalty: 2870.267822
	Iteration 13Q: 3 clusters Score -1649236 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1649292.500000 Penalty: 2870.267822
	Iteration 14Q: 3 clusters Score -1649292 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1649328.875000 Penalty: 2870.267822
	Iteration 15Q: 3 clusters Score -1649329 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1649363.000000 Penalty: 2870.267822
	Iteration 16Q: 3 clusters Score -1649363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1649388.875000 Penalty: 2870.267822
	Iteration 17Q: 3 clusters Score -1649389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1649395.875000 Penalty: 2870.267822
	Iteration 18Q: 3 clusters Score -1649396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1649405.625000 Penalty: 2870.267822
	Iteration 19Q: 3 clusters Score -1649406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1649426.250000 Penalty: 2870.267822
	Iteration 20F: 3 clusters Score -1649426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1649439.250000 Penalty: 2870.267822
	Iteration 21Q: 3 clusters Score -1649439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1649442.875000 Penalty: 2870.267822
	Iteration 22Q: 3 clusters Score -1649443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1649447.500000 Penalty: 2870.267822
	Iteration 23Q: 3 clusters Score -1649448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1649459.125000 Penalty: 2870.267822
	Iteration 24Q: 3 clusters Score -1649459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1649461.750000 Penalty: 2870.267822
	Iteration 25Q: 3 clusters Score -1649462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1649461.500000 Penalty: 2870.267822
	Iteration 26Q: 3 clusters Score -1649462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1649466.375000 Penalty: 2870.267822
	Iteration 27Q: 3 clusters Score -1649466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1649469.125000 Penalty: 2870.267822
	Iteration 28Q: 3 clusters Score -1649469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1649472.750000 Penalty: 2870.267822
	Iteration 29Q: 3 clusters Score -1649473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1649473.000000 Penalty: 2870.267822
	Iteration 30Q: 3 clusters Score -1649473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1649475.125000 Penalty: 2870.267822
	Iteration 31Q: 3 clusters Score -1649475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1649477.000000 Penalty: 2870.267822
	Iteration 32Q: 3 clusters Score -1649477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1649478.500000 Penalty: 2870.267822
	Iteration 33Q: 3 clusters Score -1649478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1649477.500000 Penalty: 2870.267822
	Iteration 34Q: 3 clusters Score -1649478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1649481.250000 Penalty: 2870.267822
	Iteration 35Q: 3 clusters Score -1649481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1649478.500000 Penalty: 2870.267822
	Iteration 36Q: 3 clusters Score -1649478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1649479.250000 Penalty: 2870.267822
	Iteration 37Q: 3 clusters Score -1649479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1649479.250000 Penalty: 2870.267822
	Iteration 38F: 3 clusters Score -1649479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 26570 members 
Mstep: Class 5 contains 22262 members 
Mstep: Class 6 contains 88261 members 
Mstep: Class 7 contains 19031 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 13631 members 
Mstep: Class 10 contains 30976 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 47537 members 
Mstep: Class 13 contains 49741 members 
Mstep: Class 14 contains 20394 members 
Mstep: Class 15 contains 45080 members 
Mstep: Class 17 contains 82995 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 41073 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 39999 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 68698 members 
Mstep: Class 24 contains 1199 members 
Entering Unmasked Estep 
Score: -78754600.000000 Penalty: 46228.253906
Splitting cluster 2 changes total score from -78754152.000000 to -78754600.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -164603.671875 Penalty: 1093.756836
	Iteration 0F: 2 clusters Score -164603.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -162967.218750 Penalty: 2187.513672
	Iteration 0F: 3 clusters Score -162967.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -163351.531250 Penalty: 2187.513672
	Iteration 1F: 3 clusters Score -163351.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -163462.500000 Penalty: 2187.513672
	Iteration 2F: 3 clusters Score -163462.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -163514.640625 Penalty: 2187.513672
	Iteration 3Q: 3 clusters Score -163514.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -163558.984375 Penalty: 2187.513672
	Iteration 4Q: 3 clusters Score -163559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -163585.203125 Penalty: 2187.513672
	Iteration 5Q: 3 clusters Score -163585.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -163603.093750 Penalty: 2187.513672
	Iteration 6Q: 3 clusters Score -163603.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -163615.203125 Penalty: 2187.513672
	Iteration 7Q: 3 clusters Score -163615.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -163621.125000 Penalty: 2187.513672
	Iteration 8Q: 3 clusters Score -163621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -163627.531250 Penalty: 2187.513672
	Iteration 9Q: 3 clusters Score -163627.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163632.453125 Penalty: 2187.513672
	Iteration 10Q: 3 clusters Score -163632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -163636.328125 Penalty: 2187.513672
	Iteration 11Q: 3 clusters Score -163636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -163643.656250 Penalty: 2187.513672
	Iteration 12Q: 3 clusters Score -163643.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -163648.328125 Penalty: 2187.513672
	Iteration 13Q: 3 clusters Score -163648.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -163652.640625 Penalty: 2187.513672
	Iteration 14Q: 3 clusters Score -163652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -163657.578125 Penalty: 2187.513672
	Iteration 15Q: 3 clusters Score -163657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -163659.375000 Penalty: 2187.513672
	Iteration 16Q: 3 clusters Score -163659.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -163660.265625 Penalty: 2187.513672
	Iteration 17Q: 3 clusters Score -163660.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -163660.953125 Penalty: 2187.513672
	Iteration 18Q: 3 clusters Score -163661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -163662.468750 Penalty: 2187.513672
	Iteration 19Q: 3 clusters Score -163662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -163665.203125 Penalty: 2187.513672
	Iteration 20F: 3 clusters Score -163665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -163667.437500 Penalty: 2187.513672
	Iteration 21Q: 3 clusters Score -163667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -163668.906250 Penalty: 2187.513672
	Iteration 22Q: 3 clusters Score -163668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -163668.906250 Penalty: 2187.513672
	Iteration 23F: 3 clusters Score -163668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Entering Unmasked Estep 
Score: -2961109.000000 Penalty: 1515.905762
	Iteration 0F: 2 clusters Score -2961109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2943813.250000 Penalty: 3031.811523
	Iteration 0F: 3 clusters Score -2943813 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2950363.250000 Penalty: 3031.811523
	Iteration 1F: 3 clusters Score -2950363 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2950926.750000 Penalty: 3031.811523
	Iteration 2F: 3 clusters Score -2950927 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2951446.250000 Penalty: 3031.811523
	Iteration 3Q: 3 clusters Score -2951446 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2951976.000000 Penalty: 3031.811523
	Iteration 4Q: 3 clusters Score -2951976 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2952472.000000 Penalty: 3031.811523
	Iteration 5Q: 3 clusters Score -2952472 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2952957.250000 Penalty: 3031.811523
	Iteration 6Q: 3 clusters Score -2952957 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2953480.000000 Penalty: 3031.811523
	Iteration 7Q: 3 clusters Score -2953480 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2954084.000000 Penalty: 3031.811523
	Iteration 8Q: 3 clusters Score -2954084 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2954797.250000 Penalty: 3031.811523
	Iteration 9Q: 3 clusters Score -2954797 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2955587.250000 Penalty: 3031.811523
	Iteration 10F: 3 clusters Score -2955587 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2956429.750000 Penalty: 3031.811523
	Iteration 11Q: 3 clusters Score -2956430 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2957202.250000 Penalty: 3031.811523
	Iteration 12Q: 3 clusters Score -2957202 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2958006.000000 Penalty: 3031.811523
	Iteration 13Q: 3 clusters Score -2958006 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -2958602.000000 Penalty: 3031.811523
	Iteration 14Q: 3 clusters Score -2958602 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -2959029.000000 Penalty: 3031.811523
	Iteration 15Q: 3 clusters Score -2959029 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -2959314.250000 Penalty: 3031.811523
	Iteration 16Q: 3 clusters Score -2959314 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -2959494.750000 Penalty: 3031.811523
	Iteration 17Q: 3 clusters Score -2959495 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -2959596.500000 Penalty: 3031.811523
	Iteration 18Q: 3 clusters Score -2959596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -2959689.500000 Penalty: 3031.811523
	Iteration 19Q: 3 clusters Score -2959690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2959761.000000 Penalty: 3031.811523
	Iteration 20F: 3 clusters Score -2959761 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -2959809.500000 Penalty: 3031.811523
	Iteration 21Q: 3 clusters Score -2959810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -2959836.500000 Penalty: 3031.811523
	Iteration 22Q: 3 clusters Score -2959836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -2959866.500000 Penalty: 3031.811523
	Iteration 23Q: 3 clusters Score -2959866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2959878.000000 Penalty: 3031.811523
	Iteration 24Q: 3 clusters Score -2959878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2959898.500000 Penalty: 3031.811523
	Iteration 25Q: 3 clusters Score -2959898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -2959900.500000 Penalty: 3031.811523
	Iteration 26Q: 3 clusters Score -2959900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2959906.500000 Penalty: 3031.811523
	Iteration 27Q: 3 clusters Score -2959906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -2959910.000000 Penalty: 3031.811523
	Iteration 28Q: 3 clusters Score -2959910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -2959914.000000 Penalty: 3031.811523
	Iteration 29Q: 3 clusters Score -2959914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2959914.000000 Penalty: 3031.811523
	Iteration 30Q: 3 clusters Score -2959914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2959916.750000 Penalty: 3031.811523
	Iteration 31Q: 3 clusters Score -2959917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2959916.750000 Penalty: 3031.811523
	Iteration 32F: 3 clusters Score -2959917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Entering Unmasked Estep 
Score: -2250124.500000 Penalty: 1489.582764
	Iteration 0F: 2 clusters Score -2250124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2235590.000000 Penalty: 2979.165527
	Iteration 0F: 3 clusters Score -2235590 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2240877.000000 Penalty: 2979.165527
	Iteration 1F: 3 clusters Score -2240877 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2241364.000000 Penalty: 2979.165527
	Iteration 2F: 3 clusters Score -2241364 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2241802.000000 Penalty: 2979.165527
	Iteration 3Q: 3 clusters Score -2241802 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2242260.500000 Penalty: 2979.165527
	Iteration 4Q: 3 clusters Score -2242260 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2242702.750000 Penalty: 2979.165527
	Iteration 5Q: 3 clusters Score -2242703 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2243140.500000 Penalty: 2979.165527
	Iteration 6Q: 3 clusters Score -2243140 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2243540.750000 Penalty: 2979.165527
	Iteration 7Q: 3 clusters Score -2243541 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2243916.250000 Penalty: 2979.165527
	Iteration 8Q: 3 clusters Score -2243916 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2244318.250000 Penalty: 2979.165527
	Iteration 9Q: 3 clusters Score -2244318 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2244746.000000 Penalty: 2979.165527
	Iteration 10Q: 3 clusters Score -2244746 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2245203.750000 Penalty: 2979.165527
	Iteration 11Q: 3 clusters Score -2245204 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2245731.250000 Penalty: 2979.165527
	Iteration 12Q: 3 clusters Score -2245731 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2246293.750000 Penalty: 2979.165527
	Iteration 13Q: 3 clusters Score -2246294 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2246904.000000 Penalty: 2979.165527
	Iteration 14Q: 3 clusters Score -2246904 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2247533.000000 Penalty: 2979.165527
	Iteration 15Q: 3 clusters Score -2247533 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2248066.000000 Penalty: 2979.165527
	Iteration 16Q: 3 clusters Score -2248066 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2248488.000000 Penalty: 2979.165527
	Iteration 17Q: 3 clusters Score -2248488 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2248755.000000 Penalty: 2979.165527
	Iteration 18Q: 3 clusters Score -2248755 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2248909.750000 Penalty: 2979.165527
	Iteration 19Q: 3 clusters Score -2248910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2248993.250000 Penalty: 2979.165527
	Iteration 20F: 3 clusters Score -2248993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2249057.500000 Penalty: 2979.165527
	Iteration 21Q: 3 clusters Score -2249058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2249089.000000 Penalty: 2979.165527
	Iteration 22Q: 3 clusters Score -2249089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2249121.250000 Penalty: 2979.165527
	Iteration 23Q: 3 clusters Score -2249121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2249140.500000 Penalty: 2979.165527
	Iteration 24Q: 3 clusters Score -2249140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2249153.500000 Penalty: 2979.165527
	Iteration 25Q: 3 clusters Score -2249154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2249161.750000 Penalty: 2979.165527
	Iteration 26Q: 3 clusters Score -2249162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2249169.750000 Penalty: 2979.165527
	Iteration 27Q: 3 clusters Score -2249170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2249177.750000 Penalty: 2979.165527
	Iteration 28Q: 3 clusters Score -2249178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2249181.500000 Penalty: 2979.165527
	Iteration 29Q: 3 clusters Score -2249182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2249189.500000 Penalty: 2979.165527
	Iteration 30Q: 3 clusters Score -2249190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2249194.000000 Penalty: 2979.165527
	Iteration 31Q: 3 clusters Score -2249194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2249195.500000 Penalty: 2979.165527
	Iteration 32Q: 3 clusters Score -2249196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2249197.500000 Penalty: 2979.165527
	Iteration 33Q: 3 clusters Score -2249198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2249198.500000 Penalty: 2979.165527
	Iteration 34Q: 3 clusters Score -2249198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2249198.500000 Penalty: 2979.165527
	Iteration 35F: 3 clusters Score -2249198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Entering Unmasked Estep 
Score: -9798494.000000 Penalty: 1694.542480
	Iteration 0F: 2 clusters Score -9798494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -9740677.000000 Penalty: 3389.084961
	Iteration 0F: 3 clusters Score -9740677 nChanged 41860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -9764382.000000 Penalty: 3389.084961
	Iteration 1F: 3 clusters Score -9764382 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -9765113.000000 Penalty: 3389.084961
	Iteration 2Q: 3 clusters Score -9765113 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -9765876.000000 Penalty: 3389.084961
	Iteration 3Q: 3 clusters Score -9765876 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -9766945.000000 Penalty: 3389.084961
	Iteration 4Q: 3 clusters Score -9766945 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -9768321.000000 Penalty: 3389.084961
	Iteration 5Q: 3 clusters Score -9768321 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -9770219.000000 Penalty: 3389.084961
	Iteration 6Q: 3 clusters Score -9770219 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -9772742.000000 Penalty: 3389.084961
	Iteration 7F: 3 clusters Score -9772742 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -9775611.000000 Penalty: 3389.084961
	Iteration 8F: 3 clusters Score -9775611 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -9778516.000000 Penalty: 3389.084961
	Iteration 9F: 3 clusters Score -9778516 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -9781253.000000 Penalty: 3389.084961
	Iteration 10F: 3 clusters Score -9781253 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -9783787.000000 Penalty: 3389.084961
	Iteration 11Q: 3 clusters Score -9783787 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -9786086.000000 Penalty: 3389.084961
	Iteration 12Q: 3 clusters Score -9786086 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -9788113.000000 Penalty: 3389.084961
	Iteration 13Q: 3 clusters Score -9788113 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -9789853.000000 Penalty: 3389.084961
	Iteration 14Q: 3 clusters Score -9789853 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -9791289.000000 Penalty: 3389.084961
	Iteration 15Q: 3 clusters Score -9791289 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -9792383.000000 Penalty: 3389.084961
	Iteration 16Q: 3 clusters Score -9792383 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -9793312.000000 Penalty: 3389.084961
	Iteration 17Q: 3 clusters Score -9793312 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -9794073.000000 Penalty: 3389.084961
	Iteration 18Q: 3 clusters Score -9794073 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -9794755.000000 Penalty: 3389.084961
	Iteration 19Q: 3 clusters Score -9794755 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -9795345.000000 Penalty: 3389.084961
	Iteration 20F: 3 clusters Score -9795345 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -9795778.000000 Penalty: 3389.084961
	Iteration 21Q: 3 clusters Score -9795778 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -9796152.000000 Penalty: 3389.084961
	Iteration 22Q: 3 clusters Score -9796152 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -9796445.000000 Penalty: 3389.084961
	Iteration 23Q: 3 clusters Score -9796445 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9796661.000000 Penalty: 3389.084961
	Iteration 24Q: 3 clusters Score -9796661 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9796827.000000 Penalty: 3389.084961
	Iteration 25Q: 3 clusters Score -9796827 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9796940.000000 Penalty: 3389.084961
	Iteration 26Q: 3 clusters Score -9796940 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -9797043.000000 Penalty: 3389.084961
	Iteration 27Q: 3 clusters Score -9797043 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9797132.000000 Penalty: 3389.084961
	Iteration 28Q: 3 clusters Score -9797132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9797198.000000 Penalty: 3389.084961
	Iteration 29Q: 3 clusters Score -9797198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87187 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9797229.000000 Penalty: 3389.084961
	Iteration 30Q: 3 clusters Score -9797229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9797264.000000 Penalty: 3389.084961
	Iteration 31Q: 3 clusters Score -9797264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9797277.000000 Penalty: 3389.084961
	Iteration 32Q: 3 clusters Score -9797277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9797311.000000 Penalty: 3389.084961
	Iteration 33Q: 3 clusters Score -9797311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9797328.000000 Penalty: 3389.084961
	Iteration 34Q: 3 clusters Score -9797328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9797349.000000 Penalty: 3389.084961
	Iteration 35Q: 3 clusters Score -9797349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9797361.000000 Penalty: 3389.084961
	Iteration 36Q: 3 clusters Score -9797361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9797366.000000 Penalty: 3389.084961
	Iteration 37Q: 3 clusters Score -9797366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9797365.000000 Penalty: 3389.084961
	Iteration 38Q: 3 clusters Score -9797365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9797370.000000 Penalty: 3389.084961
	Iteration 39Q: 3 clusters Score -9797370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9797372.000000 Penalty: 3389.084961
	Iteration 40F: 3 clusters Score -9797372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9797383.000000 Penalty: 3389.084961
	Iteration 41Q: 3 clusters Score -9797383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9797379.000000 Penalty: 3389.084961
	Iteration 42Q: 3 clusters Score -9797379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9797381.000000 Penalty: 3389.084961
	Iteration 43Q: 3 clusters Score -9797381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9797381.000000 Penalty: 3389.084961
	Iteration 44Q: 3 clusters Score -9797381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9797383.000000 Penalty: 3389.084961
	Iteration 45Q: 3 clusters Score -9797383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9797385.000000 Penalty: 3389.084961
	Iteration 46Q: 3 clusters Score -9797385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9797385.000000 Penalty: 3389.084961
	Iteration 47Q: 3 clusters Score -9797385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9797390.000000 Penalty: 3389.084961
	Iteration 48Q: 3 clusters Score -9797390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9797389.000000 Penalty: 3389.084961
	Iteration 49Q: 3 clusters Score -9797389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9797389.000000 Penalty: 3389.084961
	Iteration 50Q: 3 clusters Score -9797389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9797395.000000 Penalty: 3389.084961
	Iteration 51Q: 3 clusters Score -9797395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9797393.000000 Penalty: 3389.084961
	Iteration 52Q: 3 clusters Score -9797393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9797393.000000 Penalty: 3389.084961
	Iteration 53F: 3 clusters Score -9797393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Entering Unmasked Estep 
Score: -2127146.000000 Penalty: 1466.249146
	Iteration 0F: 2 clusters Score -2127146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2114693.500000 Penalty: 2932.498291
	Iteration 0F: 3 clusters Score -2114694 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2119254.250000 Penalty: 2932.498291
	Iteration 1F: 3 clusters Score -2119254 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2119807.500000 Penalty: 2932.498291
	Iteration 2F: 3 clusters Score -2119808 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2120419.250000 Penalty: 2932.498291
	Iteration 3F: 3 clusters Score -2120419 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2121230.250000 Penalty: 2932.498291
	Iteration 4F: 3 clusters Score -2121230 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2122246.500000 Penalty: 2932.498291
	Iteration 5F: 3 clusters Score -2122246 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2123262.000000 Penalty: 2932.498291
	Iteration 6F: 3 clusters Score -2123262 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2124210.000000 Penalty: 2932.498291
	Iteration 7F: 3 clusters Score -2124210 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2124895.750000 Penalty: 2932.498291
	Iteration 8Q: 3 clusters Score -2124896 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2125366.750000 Penalty: 2932.498291
	Iteration 9Q: 3 clusters Score -2125367 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2125636.500000 Penalty: 2932.498291
	Iteration 10Q: 3 clusters Score -2125636 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2125792.000000 Penalty: 2932.498291
	Iteration 11Q: 3 clusters Score -2125792 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2125883.750000 Penalty: 2932.498291
	Iteration 12Q: 3 clusters Score -2125884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2125935.000000 Penalty: 2932.498291
	Iteration 13Q: 3 clusters Score -2125935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2125977.000000 Penalty: 2932.498291
	Iteration 14Q: 3 clusters Score -2125977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2126009.000000 Penalty: 2932.498291
	Iteration 15Q: 3 clusters Score -2126009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2126035.250000 Penalty: 2932.498291
	Iteration 16Q: 3 clusters Score -2126035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2126048.750000 Penalty: 2932.498291
	Iteration 17Q: 3 clusters Score -2126049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2126056.750000 Penalty: 2932.498291
	Iteration 18Q: 3 clusters Score -2126057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2126057.750000 Penalty: 2932.498291
	Iteration 19Q: 3 clusters Score -2126058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2126064.000000 Penalty: 2932.498291
	Iteration 20F: 3 clusters Score -2126064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2126068.500000 Penalty: 2932.498291
	Iteration 21Q: 3 clusters Score -2126068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2126073.000000 Penalty: 2932.498291
	Iteration 22Q: 3 clusters Score -2126073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2126073.750000 Penalty: 2932.498291
	Iteration 23Q: 3 clusters Score -2126074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2126081.000000 Penalty: 2932.498291
	Iteration 24Q: 3 clusters Score -2126081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2126081.750000 Penalty: 2932.498291
	Iteration 25Q: 3 clusters Score -2126082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2126082.250000 Penalty: 2932.498291
	Iteration 26Q: 3 clusters Score -2126082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2126082.000000 Penalty: 2932.498291
	Iteration 27Q: 3 clusters Score -2126082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2126088.500000 Penalty: 2932.498291
	Iteration 28Q: 3 clusters Score -2126088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2126094.750000 Penalty: 2932.498291
	Iteration 29Q: 3 clusters Score -2126095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2126099.250000 Penalty: 2932.498291
	Iteration 30Q: 3 clusters Score -2126099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2126102.750000 Penalty: 2932.498291
	Iteration 31Q: 3 clusters Score -2126103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2126103.250000 Penalty: 2932.498291
	Iteration 32Q: 3 clusters Score -2126103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2126106.250000 Penalty: 2932.498291
	Iteration 33Q: 3 clusters Score -2126106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2126109.000000 Penalty: 2932.498291
	Iteration 34Q: 3 clusters Score -2126109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2126111.000000 Penalty: 2932.498291
	Iteration 35Q: 3 clusters Score -2126111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2126115.250000 Penalty: 2932.498291
	Iteration 36Q: 3 clusters Score -2126115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2126119.500000 Penalty: 2932.498291
	Iteration 37Q: 3 clusters Score -2126120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2126120.000000 Penalty: 2932.498291
	Iteration 38Q: 3 clusters Score -2126120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2126126.000000 Penalty: 2932.498291
	Iteration 39Q: 3 clusters Score -2126126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2126126.000000 Penalty: 2932.498291
	Iteration 40F: 3 clusters Score -2126126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Entering Unmasked Estep 
Score: -4472473.500000 Penalty: 1578.891968
	Iteration 0F: 2 clusters Score -4472474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4446108.000000 Penalty: 3157.783936
	Iteration 0F: 3 clusters Score -4446108 nChanged 18541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4456333.000000 Penalty: 3157.783936
	Iteration 1F: 3 clusters Score -4456333 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4457095.000000 Penalty: 3157.783936
	Iteration 2Q: 3 clusters Score -4457095 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -4457847.000000 Penalty: 3157.783936
	Iteration 3Q: 3 clusters Score -4457847 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4458679.000000 Penalty: 3157.783936
	Iteration 4Q: 3 clusters Score -4458679 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4459646.000000 Penalty: 3157.783936
	Iteration 5Q: 3 clusters Score -4459646 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -4460824.000000 Penalty: 3157.783936
	Iteration 6F: 3 clusters Score -4460824 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -4462339.500000 Penalty: 3157.783936
	Iteration 7F: 3 clusters Score -4462340 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4464246.000000 Penalty: 3157.783936
	Iteration 8F: 3 clusters Score -4464246 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4466191.500000 Penalty: 3157.783936
	Iteration 9F: 3 clusters Score -4466192 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4467896.500000 Penalty: 3157.783936
	Iteration 10F: 3 clusters Score -4467896 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -4469180.000000 Penalty: 3157.783936
	Iteration 11Q: 3 clusters Score -4469180 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4470071.500000 Penalty: 3157.783936
	Iteration 12Q: 3 clusters Score -4470072 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -4470574.000000 Penalty: 3157.783936
	Iteration 13Q: 3 clusters Score -4470574 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -4470881.000000 Penalty: 3157.783936
	Iteration 14Q: 3 clusters Score -4470881 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -4471066.000000 Penalty: 3157.783936
	Iteration 15Q: 3 clusters Score -4471066 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -4471191.500000 Penalty: 3157.783936
	Iteration 16Q: 3 clusters Score -4471192 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -4471260.500000 Penalty: 3157.783936
	Iteration 17Q: 3 clusters Score -4471260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -4471310.500000 Penalty: 3157.783936
	Iteration 18Q: 3 clusters Score -4471310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -4471345.000000 Penalty: 3157.783936
	Iteration 19Q: 3 clusters Score -4471345 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -4471376.500000 Penalty: 3157.783936
	Iteration 20F: 3 clusters Score -4471376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -4471398.000000 Penalty: 3157.783936
	Iteration 21Q: 3 clusters Score -4471398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -4471425.500000 Penalty: 3157.783936
	Iteration 22Q: 3 clusters Score -4471426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4471439.500000 Penalty: 3157.783936
	Iteration 23Q: 3 clusters Score -4471440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -4471442.500000 Penalty: 3157.783936
	Iteration 24Q: 3 clusters Score -4471442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -4471449.000000 Penalty: 3157.783936
	Iteration 25Q: 3 clusters Score -4471449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -4471458.000000 Penalty: 3157.783936
	Iteration 26Q: 3 clusters Score -4471458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -4471462.000000 Penalty: 3157.783936
	Iteration 27Q: 3 clusters Score -4471462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -4471462.000000 Penalty: 3157.783936
	Iteration 28Q: 3 clusters Score -4471462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -4471465.000000 Penalty: 3157.783936
	Iteration 29Q: 3 clusters Score -4471465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -4471465.500000 Penalty: 3157.783936
	Iteration 30Q: 3 clusters Score -4471466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -4471468.000000 Penalty: 3157.783936
	Iteration 31Q: 3 clusters Score -4471468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -4471471.500000 Penalty: 3157.783936
	Iteration 32Q: 3 clusters Score -4471472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -4471471.000000 Penalty: 3157.783936
	Iteration 33Q: 3 clusters Score -4471471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -4471468.000000 Penalty: 3157.783936
	Iteration 34Q: 3 clusters Score -4471468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -4471472.500000 Penalty: 3157.783936
	Iteration 35Q: 3 clusters Score -4471472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -4471472.500000 Penalty: 3157.783936
	Iteration 36Q: 3 clusters Score -4471472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -4471475.500000 Penalty: 3157.783936
	Iteration 37Q: 3 clusters Score -4471476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -4471471.500000 Penalty: 3157.783936
	Iteration 38Q: 3 clusters Score -4471472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -4471482.000000 Penalty: 3157.783936
	Iteration 39Q: 3 clusters Score -4471482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -4471481.000000 Penalty: 3157.783936
	Iteration 40F: 3 clusters Score -4471481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -4471483.500000 Penalty: 3157.783936
	Iteration 41Q: 3 clusters Score -4471484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -4471482.000000 Penalty: 3157.783936
	Iteration 42Q: 3 clusters Score -4471482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -4471487.000000 Penalty: 3157.783936
	Iteration 43Q: 3 clusters Score -4471487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4471486.500000 Penalty: 3157.783936
	Iteration 44Q: 3 clusters Score -4471486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -4471492.000000 Penalty: 3157.783936
	Iteration 45Q: 3 clusters Score -4471492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -4471496.500000 Penalty: 3157.783936
	Iteration 46Q: 3 clusters Score -4471496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -4471497.000000 Penalty: 3157.783936
	Iteration 47Q: 3 clusters Score -4471497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -4471499.500000 Penalty: 3157.783936
	Iteration 48Q: 3 clusters Score -4471500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -4471495.000000 Penalty: 3157.783936
	Iteration 49Q: 3 clusters Score -4471495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -4471497.000000 Penalty: 3157.783936
	Iteration 50Q: 3 clusters Score -4471497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -4471497.000000 Penalty: 3157.783936
	Iteration 51F: 3 clusters Score -4471497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Entering Unmasked Estep 
Score: -3410644.500000 Penalty: 1538.736084
	Iteration 0F: 2 clusters Score -3410644 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 15441 members 
Entering Unmasked Estep 
Score: -3390443.500000 Penalty: 3077.472168
	Iteration 0F: 3 clusters Score -3390444 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3398135.500000 Penalty: 3077.472168
	Iteration 1F: 3 clusters Score -3398136 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3398578.750000 Penalty: 3077.472168
	Iteration 2Q: 3 clusters Score -3398579 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3398970.250000 Penalty: 3077.472168
	Iteration 3Q: 3 clusters Score -3398970 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3399269.750000 Penalty: 3077.472168
	Iteration 4Q: 3 clusters Score -3399270 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3399507.750000 Penalty: 3077.472168
	Iteration 5Q: 3 clusters Score -3399508 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3399718.500000 Penalty: 3077.472168
	Iteration 6Q: 3 clusters Score -3399718 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3399934.750000 Penalty: 3077.472168
	Iteration 7Q: 3 clusters Score -3399935 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3400123.750000 Penalty: 3077.472168
	Iteration 8Q: 3 clusters Score -3400124 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3400284.750000 Penalty: 3077.472168
	Iteration 9Q: 3 clusters Score -3400285 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3400452.500000 Penalty: 3077.472168
	Iteration 10Q: 3 clusters Score -3400452 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3400644.250000 Penalty: 3077.472168
	Iteration 11Q: 3 clusters Score -3400644 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3400873.500000 Penalty: 3077.472168
	Iteration 12Q: 3 clusters Score -3400874 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3401156.000000 Penalty: 3077.472168
	Iteration 13Q: 3 clusters Score -3401156 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3401536.750000 Penalty: 3077.472168
	Iteration 14Q: 3 clusters Score -3401537 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3402087.750000 Penalty: 3077.472168
	Iteration 15Q: 3 clusters Score -3402088 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3402841.500000 Penalty: 3077.472168
	Iteration 16Q: 3 clusters Score -3402842 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3403785.500000 Penalty: 3077.472168
	Iteration 17F: 3 clusters Score -3403786 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3405000.250000 Penalty: 3077.472168
	Iteration 18F: 3 clusters Score -3405000 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3406263.500000 Penalty: 3077.472168
	Iteration 19F: 3 clusters Score -3406264 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3407410.250000 Penalty: 3077.472168
	Iteration 20F: 3 clusters Score -3407410 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3408272.500000 Penalty: 3077.472168
	Iteration 21Q: 3 clusters Score -3408272 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3408752.750000 Penalty: 3077.472168
	Iteration 22Q: 3 clusters Score -3408753 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3409008.750000 Penalty: 3077.472168
	Iteration 23Q: 3 clusters Score -3409009 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3409156.250000 Penalty: 3077.472168
	Iteration 24Q: 3 clusters Score -3409156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3409235.250000 Penalty: 3077.472168
	Iteration 25Q: 3 clusters Score -3409235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3409274.750000 Penalty: 3077.472168
	Iteration 26Q: 3 clusters Score -3409275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3409297.000000 Penalty: 3077.472168
	Iteration 27Q: 3 clusters Score -3409297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3409330.750000 Penalty: 3077.472168
	Iteration 28Q: 3 clusters Score -3409331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3409343.500000 Penalty: 3077.472168
	Iteration 29Q: 3 clusters Score -3409344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3409351.250000 Penalty: 3077.472168
	Iteration 30Q: 3 clusters Score -3409351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3409360.750000 Penalty: 3077.472168
	Iteration 31Q: 3 clusters Score -3409361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3409364.000000 Penalty: 3077.472168
	Iteration 32Q: 3 clusters Score -3409364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3409367.000000 Penalty: 3077.472168
	Iteration 33Q: 3 clusters Score -3409367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3409374.500000 Penalty: 3077.472168
	Iteration 34Q: 3 clusters Score -3409374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3409378.750000 Penalty: 3077.472168
	Iteration 35Q: 3 clusters Score -3409379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3409377.250000 Penalty: 3077.472168
	Iteration 36Q: 3 clusters Score -3409377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3409378.250000 Penalty: 3077.472168
	Iteration 37Q: 3 clusters Score -3409378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3409378.500000 Penalty: 3077.472168
	Iteration 38Q: 3 clusters Score -3409378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3409379.750000 Penalty: 3077.472168
	Iteration 39Q: 3 clusters Score -3409380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3409381.000000 Penalty: 3077.472168
	Iteration 40F: 3 clusters Score -3409381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Entering Unmasked Estep 
Score: -1939224.125000 Penalty: 1452.540039
	Iteration 0F: 2 clusters Score -1939224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1927787.375000 Penalty: 2905.080078
	Iteration 0F: 3 clusters Score -1927787 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1931891.375000 Penalty: 2905.080078
	Iteration 1F: 3 clusters Score -1931891 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1932321.750000 Penalty: 2905.080078
	Iteration 2F: 3 clusters Score -1932322 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1932737.500000 Penalty: 2905.080078
	Iteration 3F: 3 clusters Score -1932738 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1933190.625000 Penalty: 2905.080078
	Iteration 4F: 3 clusters Score -1933191 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1933740.125000 Penalty: 2905.080078
	Iteration 5F: 3 clusters Score -1933740 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1934435.250000 Penalty: 2905.080078
	Iteration 6F: 3 clusters Score -1934435 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1935148.000000 Penalty: 2905.080078
	Iteration 7F: 3 clusters Score -1935148 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1935907.000000 Penalty: 2905.080078
	Iteration 8F: 3 clusters Score -1935907 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1936607.875000 Penalty: 2905.080078
	Iteration 9Q: 3 clusters Score -1936608 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1937139.375000 Penalty: 2905.080078
	Iteration 10Q: 3 clusters Score -1937139 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1937507.125000 Penalty: 2905.080078
	Iteration 11Q: 3 clusters Score -1937507 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1937718.750000 Penalty: 2905.080078
	Iteration 12Q: 3 clusters Score -1937719 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1937829.000000 Penalty: 2905.080078
	Iteration 13Q: 3 clusters Score -1937829 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1937899.750000 Penalty: 2905.080078
	Iteration 14Q: 3 clusters Score -1937900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1937942.250000 Penalty: 2905.080078
	Iteration 15Q: 3 clusters Score -1937942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1937970.125000 Penalty: 2905.080078
	Iteration 16Q: 3 clusters Score -1937970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1937981.625000 Penalty: 2905.080078
	Iteration 17Q: 3 clusters Score -1937982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1937993.125000 Penalty: 2905.080078
	Iteration 18Q: 3 clusters Score -1937993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1938011.000000 Penalty: 2905.080078
	Iteration 19Q: 3 clusters Score -1938011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1938029.625000 Penalty: 2905.080078
	Iteration 20F: 3 clusters Score -1938030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1938042.000000 Penalty: 2905.080078
	Iteration 21Q: 3 clusters Score -1938042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1938050.375000 Penalty: 2905.080078
	Iteration 22Q: 3 clusters Score -1938050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1938062.875000 Penalty: 2905.080078
	Iteration 23Q: 3 clusters Score -1938063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1938071.625000 Penalty: 2905.080078
	Iteration 24Q: 3 clusters Score -1938072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1938080.750000 Penalty: 2905.080078
	Iteration 25Q: 3 clusters Score -1938081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1938086.750000 Penalty: 2905.080078
	Iteration 26Q: 3 clusters Score -1938087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1938090.250000 Penalty: 2905.080078
	Iteration 27Q: 3 clusters Score -1938090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1938091.500000 Penalty: 2905.080078
	Iteration 28Q: 3 clusters Score -1938092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1938093.500000 Penalty: 2905.080078
	Iteration 29Q: 3 clusters Score -1938094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1938094.000000 Penalty: 2905.080078
	Iteration 30Q: 3 clusters Score -1938094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1938094.000000 Penalty: 2905.080078
	Iteration 31F: 3 clusters Score -1938094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Entering Unmasked Estep 
Score: -5273880.000000 Penalty: 1602.466431
	Iteration 0F: 2 clusters Score -5273880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -5242960.500000 Penalty: 3204.932861
	Iteration 0F: 3 clusters Score -5242960 nChanged 21920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -5255150.500000 Penalty: 3204.932861
	Iteration 1F: 3 clusters Score -5255150 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -5255965.000000 Penalty: 3204.932861
	Iteration 2Q: 3 clusters Score -5255965 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -5257059.000000 Penalty: 3204.932861
	Iteration 3F: 3 clusters Score -5257059 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -5258428.000000 Penalty: 3204.932861
	Iteration 4F: 3 clusters Score -5258428 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -5260176.500000 Penalty: 3204.932861
	Iteration 5F: 3 clusters Score -5260176 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -5262020.000000 Penalty: 3204.932861
	Iteration 6F: 3 clusters Score -5262020 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -5263823.500000 Penalty: 3204.932861
	Iteration 7F: 3 clusters Score -5263824 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -5265582.000000 Penalty: 3204.932861
	Iteration 8F: 3 clusters Score -5265582 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -5267244.500000 Penalty: 3204.932861
	Iteration 9Q: 3 clusters Score -5267244 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -5268749.500000 Penalty: 3204.932861
	Iteration 10Q: 3 clusters Score -5268750 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -5269919.000000 Penalty: 3204.932861
	Iteration 11Q: 3 clusters Score -5269919 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -5270859.000000 Penalty: 3204.932861
	Iteration 12Q: 3 clusters Score -5270859 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5271635.500000 Penalty: 3204.932861
	Iteration 13Q: 3 clusters Score -5271636 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -5272194.500000 Penalty: 3204.932861
	Iteration 14Q: 3 clusters Score -5272194 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -5272514.500000 Penalty: 3204.932861
	Iteration 15Q: 3 clusters Score -5272514 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -5272771.500000 Penalty: 3204.932861
	Iteration 16Q: 3 clusters Score -5272772 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -5272964.500000 Penalty: 3204.932861
	Iteration 17Q: 3 clusters Score -5272964 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -5273088.000000 Penalty: 3204.932861
	Iteration 18Q: 3 clusters Score -5273088 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -5273187.000000 Penalty: 3204.932861
	Iteration 19Q: 3 clusters Score -5273187 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -5273253.500000 Penalty: 3204.932861
	Iteration 20F: 3 clusters Score -5273254 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -5273337.500000 Penalty: 3204.932861
	Iteration 21Q: 3 clusters Score -5273338 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -5273397.000000 Penalty: 3204.932861
	Iteration 22Q: 3 clusters Score -5273397 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -5273473.500000 Penalty: 3204.932861
	Iteration 23Q: 3 clusters Score -5273474 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -5273557.000000 Penalty: 3204.932861
	Iteration 24Q: 3 clusters Score -5273557 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -5273617.500000 Penalty: 3204.932861
	Iteration 25Q: 3 clusters Score -5273618 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -5273692.500000 Penalty: 3204.932861
	Iteration 26Q: 3 clusters Score -5273692 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -5273723.500000 Penalty: 3204.932861
	Iteration 27Q: 3 clusters Score -5273724 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -5273812.500000 Penalty: 3204.932861
	Iteration 28Q: 3 clusters Score -5273812 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5273891.000000 Penalty: 3204.932861
	Iteration 29Q: 3 clusters Score -5273891 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -5273976.500000 Penalty: 3204.932861
	Iteration 30Q: 3 clusters Score -5273976 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5274147.000000 Penalty: 3204.932861
	Iteration 31Q: 3 clusters Score -5274147 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5274347.000000 Penalty: 3204.932861
	Iteration 32Q: 3 clusters Score -5274347 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -5274621.500000 Penalty: 3204.932861
	Iteration 33Q: 3 clusters Score -5274622 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5274973.500000 Penalty: 3204.932861
	Iteration 34Q: 3 clusters Score -5274974 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -5275381.500000 Penalty: 3204.932861
	Iteration 35Q: 3 clusters Score -5275382 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5275874.000000 Penalty: 3204.932861
	Iteration 36Q: 3 clusters Score -5275874 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -5276282.500000 Penalty: 3204.932861
	Iteration 37Q: 3 clusters Score -5276282 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -5276740.000000 Penalty: 3204.932861
	Iteration 38Q: 3 clusters Score -5276740 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -5277142.000000 Penalty: 3204.932861
	Iteration 39Q: 3 clusters Score -5277142 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -5278327.000000 Penalty: 3204.932861
	Iteration 40F: 3 clusters Score -5278327 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -5280262.000000 Penalty: 3204.932861
	Iteration 41Q: 3 clusters Score -5280262 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -5282790.000000 Penalty: 3204.932861
	Iteration 42Q: 3 clusters Score -5282790 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -5285793.000000 Penalty: 3204.932861
	Iteration 43Q: 3 clusters Score -5285793 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -5289237.500000 Penalty: 3204.932861
	Iteration 44Q: 3 clusters Score -5289238 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -5292442.000000 Penalty: 3204.932861
	Iteration 45Q: 3 clusters Score -5292442 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -5294942.500000 Penalty: 3204.932861
	Iteration 46Q: 3 clusters Score -5294942 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -5296986.500000 Penalty: 3204.932861
	Iteration 47Q: 3 clusters Score -5296986 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5298446.500000 Penalty: 3204.932861
	Iteration 48Q: 3 clusters Score -5298446 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5299364.000000 Penalty: 3204.932861
	Iteration 49Q: 3 clusters Score -5299364 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5299793.500000 Penalty: 3204.932861
	Iteration 50Q: 3 clusters Score -5299794 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -5299991.500000 Penalty: 3204.932861
	Iteration 51Q: 3 clusters Score -5299992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -5300099.500000 Penalty: 3204.932861
	Iteration 52Q: 3 clusters Score -5300100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -5300145.500000 Penalty: 3204.932861
	Iteration 53Q: 3 clusters Score -5300146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5300195.000000 Penalty: 3204.932861
	Iteration 54Q: 3 clusters Score -5300195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -5300206.500000 Penalty: 3204.932861
	Iteration 55Q: 3 clusters Score -5300206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -5300222.000000 Penalty: 3204.932861
	Iteration 56Q: 3 clusters Score -5300222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -5300224.000000 Penalty: 3204.932861
	Iteration 57Q: 3 clusters Score -5300224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -5300225.500000 Penalty: 3204.932861
	Iteration 58Q: 3 clusters Score -5300226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -5300224.500000 Penalty: 3204.932861
	Iteration 59Q: 3 clusters Score -5300224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -5300514.000000 Penalty: 3204.932861
	Iteration 60F: 3 clusters Score -5300514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -5300603.500000 Penalty: 3204.932861
	Iteration 61Q: 3 clusters Score -5300604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -5300608.000000 Penalty: 3204.932861
	Iteration 62Q: 3 clusters Score -5300608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -5300611.500000 Penalty: 3204.932861
	Iteration 63Q: 3 clusters Score -5300612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5300611.000000 Penalty: 3204.932861
	Iteration 64Q: 3 clusters Score -5300611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5300611.000000 Penalty: 3204.932861
	Iteration 65F: 3 clusters Score -5300611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 26570 members 
Mstep: Class 5 contains 22262 members 
Mstep: Class 6 contains 88261 members 
Mstep: Class 7 contains 19031 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 13631 members 
Mstep: Class 10 contains 30976 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 27621 members 
Mstep: Class 13 contains 49741 members 
Mstep: Class 14 contains 20394 members 
Mstep: Class 15 contains 45080 members 
Mstep: Class 16 contains 19916 members 
Mstep: Class 17 contains 82995 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 41073 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 39999 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 68698 members 
Mstep: Class 24 contains 1199 members 
Entering Unmasked Estep 
Score: -78780608.000000 Penalty: 48238.179688
Splitting cluster 12 changes total score from -78754152.000000 to -78780608.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 13 (49741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Entering Unmasked Estep 
Score: -5583784.500000 Penalty: 1609.210205
	Iteration 0F: 2 clusters Score -5583784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -5551390.500000 Penalty: 3218.420410
	Iteration 0F: 3 clusters Score -5551390 nChanged 23000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5564669.500000 Penalty: 3218.420410
	Iteration 1F: 3 clusters Score -5564670 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -5565778.500000 Penalty: 3218.420410
	Iteration 2F: 3 clusters Score -5565778 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5567126.000000 Penalty: 3218.420410
	Iteration 3F: 3 clusters Score -5567126 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -5568768.500000 Penalty: 3218.420410
	Iteration 4F: 3 clusters Score -5568768 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -5570604.000000 Penalty: 3218.420410
	Iteration 5F: 3 clusters Score -5570604 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -5572526.500000 Penalty: 3218.420410
	Iteration 6F: 3 clusters Score -5572526 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -5574448.500000 Penalty: 3218.420410
	Iteration 7F: 3 clusters Score -5574448 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5576244.500000 Penalty: 3218.420410
	Iteration 8F: 3 clusters Score -5576244 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -5577844.000000 Penalty: 3218.420410
	Iteration 9Q: 3 clusters Score -5577844 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -5579261.500000 Penalty: 3218.420410
	Iteration 10Q: 3 clusters Score -5579262 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -5580397.500000 Penalty: 3218.420410
	Iteration 11Q: 3 clusters Score -5580398 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5581160.500000 Penalty: 3218.420410
	Iteration 12Q: 3 clusters Score -5581160 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -5581644.000000 Penalty: 3218.420410
	Iteration 13Q: 3 clusters Score -5581644 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -5582004.500000 Penalty: 3218.420410
	Iteration 14Q: 3 clusters Score -5582004 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -5582236.500000 Penalty: 3218.420410
	Iteration 15Q: 3 clusters Score -5582236 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -5582366.500000 Penalty: 3218.420410
	Iteration 16Q: 3 clusters Score -5582366 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -5582461.000000 Penalty: 3218.420410
	Iteration 17Q: 3 clusters Score -5582461 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -5582519.500000 Penalty: 3218.420410
	Iteration 18Q: 3 clusters Score -5582520 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -5582558.000000 Penalty: 3218.420410
	Iteration 19Q: 3 clusters Score -5582558 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -5582600.500000 Penalty: 3218.420410
	Iteration 20F: 3 clusters Score -5582600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -5582644.000000 Penalty: 3218.420410
	Iteration 21Q: 3 clusters Score -5582644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -5582651.500000 Penalty: 3218.420410
	Iteration 22Q: 3 clusters Score -5582652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -5582685.500000 Penalty: 3218.420410
	Iteration 23Q: 3 clusters Score -5582686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -5582707.500000 Penalty: 3218.420410
	Iteration 24Q: 3 clusters Score -5582708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -5582715.500000 Penalty: 3218.420410
	Iteration 25Q: 3 clusters Score -5582716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -5582731.500000 Penalty: 3218.420410
	Iteration 26Q: 3 clusters Score -5582732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -5582739.500000 Penalty: 3218.420410
	Iteration 27Q: 3 clusters Score -5582740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -5582734.000000 Penalty: 3218.420410
	Iteration 28Q: 3 clusters Score -5582734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -5582747.500000 Penalty: 3218.420410
	Iteration 29Q: 3 clusters Score -5582748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -5582750.000000 Penalty: 3218.420410
	Iteration 30Q: 3 clusters Score -5582750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -5582744.000000 Penalty: 3218.420410
	Iteration 31Q: 3 clusters Score -5582744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -5582744.000000 Penalty: 3218.420410
	Iteration 32F: 3 clusters Score -5582744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Entering Unmasked Estep 
Score: -2170830.500000 Penalty: 1476.541748
	Iteration 0F: 2 clusters Score -2170830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2157435.500000 Penalty: 2953.083496
	Iteration 0F: 3 clusters Score -2157436 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2162216.250000 Penalty: 2953.083496
	Iteration 1F: 3 clusters Score -2162216 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2162614.750000 Penalty: 2953.083496
	Iteration 2F: 3 clusters Score -2162615 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2162926.500000 Penalty: 2953.083496
	Iteration 3Q: 3 clusters Score -2162926 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2163212.250000 Penalty: 2953.083496
	Iteration 4Q: 3 clusters Score -2163212 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2163482.000000 Penalty: 2953.083496
	Iteration 5Q: 3 clusters Score -2163482 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2163767.750000 Penalty: 2953.083496
	Iteration 6Q: 3 clusters Score -2163768 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2164159.000000 Penalty: 2953.083496
	Iteration 7Q: 3 clusters Score -2164159 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2164658.500000 Penalty: 2953.083496
	Iteration 8Q: 3 clusters Score -2164658 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2165342.750000 Penalty: 2953.083496
	Iteration 9F: 3 clusters Score -2165343 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2166130.750000 Penalty: 2953.083496
	Iteration 10F: 3 clusters Score -2166131 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2166996.750000 Penalty: 2953.083496
	Iteration 11F: 3 clusters Score -2166997 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2167884.250000 Penalty: 2953.083496
	Iteration 12F: 3 clusters Score -2167884 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2168578.250000 Penalty: 2953.083496
	Iteration 13Q: 3 clusters Score -2168578 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2169011.250000 Penalty: 2953.083496
	Iteration 14Q: 3 clusters Score -2169011 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2169235.500000 Penalty: 2953.083496
	Iteration 15Q: 3 clusters Score -2169236 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2169392.750000 Penalty: 2953.083496
	Iteration 16Q: 3 clusters Score -2169393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2169486.750000 Penalty: 2953.083496
	Iteration 17Q: 3 clusters Score -2169487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2169533.500000 Penalty: 2953.083496
	Iteration 18Q: 3 clusters Score -2169534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2169580.500000 Penalty: 2953.083496
	Iteration 19Q: 3 clusters Score -2169580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2169619.750000 Penalty: 2953.083496
	Iteration 20F: 3 clusters Score -2169620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2169648.000000 Penalty: 2953.083496
	Iteration 21Q: 3 clusters Score -2169648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2169665.500000 Penalty: 2953.083496
	Iteration 22Q: 3 clusters Score -2169666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2169678.500000 Penalty: 2953.083496
	Iteration 23Q: 3 clusters Score -2169678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2169688.000000 Penalty: 2953.083496
	Iteration 24Q: 3 clusters Score -2169688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2169689.500000 Penalty: 2953.083496
	Iteration 25Q: 3 clusters Score -2169690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2169689.500000 Penalty: 2953.083496
	Iteration 26F: 3 clusters Score -2169690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Entering Unmasked Estep 
Score: -4975937.000000 Penalty: 1594.569702
	Iteration 0F: 2 clusters Score -4975937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -4946597.500000 Penalty: 3189.139404
	Iteration 0F: 3 clusters Score -4946598 nChanged 20723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -4957877.000000 Penalty: 3189.139404
	Iteration 1F: 3 clusters Score -4957877 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4958478.500000 Penalty: 3189.139404
	Iteration 2Q: 3 clusters Score -4958478 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4959156.500000 Penalty: 3189.139404
	Iteration 3Q: 3 clusters Score -4959156 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -4959901.000000 Penalty: 3189.139404
	Iteration 4Q: 3 clusters Score -4959901 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4960873.500000 Penalty: 3189.139404
	Iteration 5Q: 3 clusters Score -4960874 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -4962435.500000 Penalty: 3189.139404
	Iteration 6F: 3 clusters Score -4962436 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4965097.500000 Penalty: 3189.139404
	Iteration 7F: 3 clusters Score -4965098 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4970268.500000 Penalty: 3189.139404
	Iteration 8F: 3 clusters Score -4970268 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -4980115.500000 Penalty: 3189.139404
	Iteration 9F: 3 clusters Score -4980116 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4997165.500000 Penalty: 3189.139404
	Iteration 10F: 3 clusters Score -4997166 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -5005036.000000 Penalty: 3189.139404
	Iteration 11Q: 3 clusters Score -5005036 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -5005083.500000 Penalty: 3189.139404
	Iteration 12Q: 3 clusters Score -5005084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -5005084.500000 Penalty: 3189.139404
	Iteration 13Q: 3 clusters Score -5005084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -5005084.500000 Penalty: 3189.139404
	Iteration 14F: 3 clusters Score -5005084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 26570 members 
Mstep: Class 5 contains 22262 members 
Mstep: Class 6 contains 88261 members 
Mstep: Class 7 contains 19031 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 13631 members 
Mstep: Class 10 contains 30976 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 27621 members 
Mstep: Class 13 contains 49741 members 
Mstep: Class 14 contains 20394 members 
Mstep: Class 15 contains 23076 members 
Mstep: Class 16 contains 19916 members 
Mstep: Class 17 contains 82995 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 41073 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 39999 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 68698 members 
Mstep: Class 24 contains 1199 members 
Mstep: Class 25 contains 22004 members 
Entering Unmasked Estep 
Score: -78808672.000000 Penalty: 50248.105469
Splitting cluster 15 changes total score from -78754152.000000 to -78808672.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (82995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82995 members 
Entering Unmasked Estep 
Score: -9081891.000000 Penalty: 1685.388428
	Iteration 0F: 2 clusters Score -9081891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -9027706.000000 Penalty: 3370.776855
	Iteration 0F: 3 clusters Score -9027706 nChanged 39102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -9053102.000000 Penalty: 3370.776855
	Iteration 1F: 3 clusters Score -9053102 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -9064391.000000 Penalty: 3370.776855
	Iteration 2F: 3 clusters Score -9064391 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -9084267.000000 Penalty: 3370.776855
	Iteration 3F: 3 clusters Score -9084267 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -9096834.000000 Penalty: 3370.776855
	Iteration 4F: 3 clusters Score -9096834 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -9106742.000000 Penalty: 3370.776855
	Iteration 5F: 3 clusters Score -9106742 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -9113913.000000 Penalty: 3370.776855
	Iteration 6Q: 3 clusters Score -9113913 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -9122202.000000 Penalty: 3370.776855
	Iteration 7Q: 3 clusters Score -9122202 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -9128378.000000 Penalty: 3370.776855
	Iteration 8Q: 3 clusters Score -9128378 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -9128786.000000 Penalty: 3370.776855
	Iteration 9Q: 3 clusters Score -9128786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -9128798.000000 Penalty: 3370.776855
	Iteration 10Q: 3 clusters Score -9128798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -9128800.000000 Penalty: 3370.776855
	Iteration 11Q: 3 clusters Score -9128800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -9128800.000000 Penalty: 3370.776855
	Iteration 12F: 3 clusters Score -9128800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 26570 members 
Mstep: Class 5 contains 22262 members 
Mstep: Class 6 contains 88261 members 
Mstep: Class 7 contains 19031 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 13631 members 
Mstep: Class 10 contains 30976 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 27621 members 
Mstep: Class 13 contains 49741 members 
Mstep: Class 14 contains 20394 members 
Mstep: Class 15 contains 23076 members 
Mstep: Class 16 contains 19916 members 
Mstep: Class 17 contains 14333 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 41073 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 39999 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 68698 members 
Mstep: Class 24 contains 1199 members 
Mstep: Class 25 contains 22004 members 
Mstep: Class 26 contains 68662 members 
Entering Unmasked Estep 
Score: -78854696.000000 Penalty: 52258.027344
Splitting cluster 17 changes total score from -78754152.000000 to -78854696.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (3499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Entering Unmasked Estep 
Score: -358979.625000 Penalty: 1214.242676
	Iteration 0F: 2 clusters Score -358979.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -356198.281250 Penalty: 2428.485352
	Iteration 0F: 3 clusters Score -356198.3 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -357029.375000 Penalty: 2428.485352
	Iteration 1F: 3 clusters Score -357029.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -357415.156250 Penalty: 2428.485352
	Iteration 2F: 3 clusters Score -357415.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -357652.937500 Penalty: 2428.485352
	Iteration 3F: 3 clusters Score -357652.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -357806.406250 Penalty: 2428.485352
	Iteration 4F: 3 clusters Score -357806.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -357922.281250 Penalty: 2428.485352
	Iteration 5Q: 3 clusters Score -357922.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -358016.906250 Penalty: 2428.485352
	Iteration 6Q: 3 clusters Score -358016.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -358091.093750 Penalty: 2428.485352
	Iteration 7Q: 3 clusters Score -358091.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -358147.906250 Penalty: 2428.485352
	Iteration 8Q: 3 clusters Score -358147.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -358196.937500 Penalty: 2428.485352
	Iteration 9Q: 3 clusters Score -358196.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -358240.093750 Penalty: 2428.485352
	Iteration 10Q: 3 clusters Score -358240.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -358280.843750 Penalty: 2428.485352
	Iteration 11Q: 3 clusters Score -358280.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -358303.875000 Penalty: 2428.485352
	Iteration 12Q: 3 clusters Score -358303.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -358324.781250 Penalty: 2428.485352
	Iteration 13Q: 3 clusters Score -358324.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -358343.625000 Penalty: 2428.485352
	Iteration 14Q: 3 clusters Score -358343.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -358365.093750 Penalty: 2428.485352
	Iteration 15Q: 3 clusters Score -358365.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -358387.000000 Penalty: 2428.485352
	Iteration 16Q: 3 clusters Score -358387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -358402.781250 Penalty: 2428.485352
	Iteration 17Q: 3 clusters Score -358402.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -358413.093750 Penalty: 2428.485352
	Iteration 18Q: 3 clusters Score -358413.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -358421.468750 Penalty: 2428.485352
	Iteration 19Q: 3 clusters Score -358421.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -358429.281250 Penalty: 2428.485352
	Iteration 20F: 3 clusters Score -358429.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -358432.531250 Penalty: 2428.485352
	Iteration 21Q: 3 clusters Score -358432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -358438.125000 Penalty: 2428.485352
	Iteration 22Q: 3 clusters Score -358438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -358444.968750 Penalty: 2428.485352
	Iteration 23Q: 3 clusters Score -358445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -358451.562500 Penalty: 2428.485352
	Iteration 24Q: 3 clusters Score -358451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -358455.187500 Penalty: 2428.485352
	Iteration 25Q: 3 clusters Score -358455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -358457.968750 Penalty: 2428.485352
	Iteration 26Q: 3 clusters Score -358458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -358458.656250 Penalty: 2428.485352
	Iteration 27Q: 3 clusters Score -358458.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -358458.656250 Penalty: 2428.485352
	Iteration 28F: 3 clusters Score -358458.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Entering Unmasked Estep 
Score: -4565611.500000 Penalty: 1580.718262
	Iteration 0F: 2 clusters Score -4565612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4538984.500000 Penalty: 3161.436523
	Iteration 0F: 3 clusters Score -4538984 nChanged 18770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4549504.000000 Penalty: 3161.436523
	Iteration 1F: 3 clusters Score -4549504 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4550055.000000 Penalty: 3161.436523
	Iteration 2Q: 3 clusters Score -4550055 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -4550544.000000 Penalty: 3161.436523
	Iteration 3Q: 3 clusters Score -4550544 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4551048.500000 Penalty: 3161.436523
	Iteration 4Q: 3 clusters Score -4551048 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4551554.000000 Penalty: 3161.436523
	Iteration 5Q: 3 clusters Score -4551554 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4552201.500000 Penalty: 3161.436523
	Iteration 6Q: 3 clusters Score -4552202 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -4553001.500000 Penalty: 3161.436523
	Iteration 7Q: 3 clusters Score -4553002 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -4553961.500000 Penalty: 3161.436523
	Iteration 8Q: 3 clusters Score -4553962 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4555086.000000 Penalty: 3161.436523
	Iteration 9Q: 3 clusters Score -4555086 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4556199.000000 Penalty: 3161.436523
	Iteration 10Q: 3 clusters Score -4556199 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4557255.500000 Penalty: 3161.436523
	Iteration 11Q: 3 clusters Score -4557256 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -4558130.000000 Penalty: 3161.436523
	Iteration 12Q: 3 clusters Score -4558130 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -4559016.000000 Penalty: 3161.436523
	Iteration 13Q: 3 clusters Score -4559016 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -4559783.000000 Penalty: 3161.436523
	Iteration 14Q: 3 clusters Score -4559783 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -4560523.000000 Penalty: 3161.436523
	Iteration 15Q: 3 clusters Score -4560523 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4561154.000000 Penalty: 3161.436523
	Iteration 16Q: 3 clusters Score -4561154 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4561677.500000 Penalty: 3161.436523
	Iteration 17Q: 3 clusters Score -4561678 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4562190.500000 Penalty: 3161.436523
	Iteration 18Q: 3 clusters Score -4562190 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -4562590.500000 Penalty: 3161.436523
	Iteration 19Q: 3 clusters Score -4562590 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -4562959.000000 Penalty: 3161.436523
	Iteration 20F: 3 clusters Score -4562959 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -4563284.000000 Penalty: 3161.436523
	Iteration 21Q: 3 clusters Score -4563284 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4563543.000000 Penalty: 3161.436523
	Iteration 22Q: 3 clusters Score -4563543 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4563775.000000 Penalty: 3161.436523
	Iteration 23Q: 3 clusters Score -4563775 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4563967.500000 Penalty: 3161.436523
	Iteration 24Q: 3 clusters Score -4563968 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4564128.000000 Penalty: 3161.436523
	Iteration 25Q: 3 clusters Score -4564128 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4564256.500000 Penalty: 3161.436523
	Iteration 26Q: 3 clusters Score -4564256 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4564368.500000 Penalty: 3161.436523
	Iteration 27Q: 3 clusters Score -4564368 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4564441.500000 Penalty: 3161.436523
	Iteration 28Q: 3 clusters Score -4564442 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4564500.500000 Penalty: 3161.436523
	Iteration 29Q: 3 clusters Score -4564500 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4564567.000000 Penalty: 3161.436523
	Iteration 30Q: 3 clusters Score -4564567 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4564601.500000 Penalty: 3161.436523
	Iteration 31Q: 3 clusters Score -4564602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4564625.500000 Penalty: 3161.436523
	Iteration 32Q: 3 clusters Score -4564626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4564648.500000 Penalty: 3161.436523
	Iteration 33Q: 3 clusters Score -4564648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4564679.500000 Penalty: 3161.436523
	Iteration 34Q: 3 clusters Score -4564680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4564702.500000 Penalty: 3161.436523
	Iteration 35Q: 3 clusters Score -4564702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4564715.000000 Penalty: 3161.436523
	Iteration 36Q: 3 clusters Score -4564715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4564732.000000 Penalty: 3161.436523
	Iteration 37Q: 3 clusters Score -4564732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4564743.000000 Penalty: 3161.436523
	Iteration 38Q: 3 clusters Score -4564743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4564745.000000 Penalty: 3161.436523
	Iteration 39Q: 3 clusters Score -4564745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4564751.500000 Penalty: 3161.436523
	Iteration 40F: 3 clusters Score -4564752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4564756.500000 Penalty: 3161.436523
	Iteration 41Q: 3 clusters Score -4564756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4564756.000000 Penalty: 3161.436523
	Iteration 42Q: 3 clusters Score -4564756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4564764.500000 Penalty: 3161.436523
	Iteration 43Q: 3 clusters Score -4564764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4564767.000000 Penalty: 3161.436523
	Iteration 44Q: 3 clusters Score -4564767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4564763.500000 Penalty: 3161.436523
	Iteration 45Q: 3 clusters Score -4564764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4564774.000000 Penalty: 3161.436523
	Iteration 46Q: 3 clusters Score -4564774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4564777.500000 Penalty: 3161.436523
	Iteration 47Q: 3 clusters Score -4564778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4564781.500000 Penalty: 3161.436523
	Iteration 48Q: 3 clusters Score -4564782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4564778.000000 Penalty: 3161.436523
	Iteration 49Q: 3 clusters Score -4564778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4564782.500000 Penalty: 3161.436523
	Iteration 50Q: 3 clusters Score -4564782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4564784.500000 Penalty: 3161.436523
	Iteration 51Q: 3 clusters Score -4564784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4564785.000000 Penalty: 3161.436523
	Iteration 52Q: 3 clusters Score -4564785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4564782.500000 Penalty: 3161.436523
	Iteration 53Q: 3 clusters Score -4564782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4564784.500000 Penalty: 3161.436523
	Iteration 54Q: 3 clusters Score -4564784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4564784.500000 Penalty: 3161.436523
	Iteration 55Q: 3 clusters Score -4564784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4564785.500000 Penalty: 3161.436523
	Iteration 56Q: 3 clusters Score -4564786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4564783.500000 Penalty: 3161.436523
	Iteration 57Q: 3 clusters Score -4564784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4564783.000000 Penalty: 3161.436523
	Iteration 58Q: 3 clusters Score -4564783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4564790.000000 Penalty: 3161.436523
	Iteration 59Q: 3 clusters Score -4564790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4564797.500000 Penalty: 3161.436523
	Iteration 60F: 3 clusters Score -4564798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4564797.500000 Penalty: 3161.436523
	Iteration 61Q: 3 clusters Score -4564798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4564794.500000 Penalty: 3161.436523
	Iteration 62Q: 3 clusters Score -4564794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4564796.000000 Penalty: 3161.436523
	Iteration 63Q: 3 clusters Score -4564796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4564796.000000 Penalty: 3161.436523
	Iteration 64F: 3 clusters Score -4564796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Entering Unmasked Estep 
Score: -576422.062500 Penalty: 1272.390991
	Iteration 0F: 2 clusters Score -576422.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -572569.687500 Penalty: 2544.781982
	Iteration 0F: 3 clusters Score -572569.7 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -573764.687500 Penalty: 2544.781982
	Iteration 1F: 3 clusters Score -573764.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -574003.875000 Penalty: 2544.781982
	Iteration 2F: 3 clusters Score -574003.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -574162.687500 Penalty: 2544.781982
	Iteration 3F: 3 clusters Score -574162.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -574277.000000 Penalty: 2544.781982
	Iteration 4Q: 3 clusters Score -574277 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -574381.687500 Penalty: 2544.781982
	Iteration 5Q: 3 clusters Score -574381.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -574477.625000 Penalty: 2544.781982
	Iteration 6Q: 3 clusters Score -574477.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -574555.312500 Penalty: 2544.781982
	Iteration 7Q: 3 clusters Score -574555.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -574618.312500 Penalty: 2544.781982
	Iteration 8Q: 3 clusters Score -574618.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -574670.625000 Penalty: 2544.781982
	Iteration 9Q: 3 clusters Score -574670.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -574721.875000 Penalty: 2544.781982
	Iteration 10Q: 3 clusters Score -574721.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -574767.062500 Penalty: 2544.781982
	Iteration 11Q: 3 clusters Score -574767.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -574810.312500 Penalty: 2544.781982
	Iteration 12Q: 3 clusters Score -574810.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -574857.750000 Penalty: 2544.781982
	Iteration 13Q: 3 clusters Score -574857.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -574889.375000 Penalty: 2544.781982
	Iteration 14Q: 3 clusters Score -574889.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -574923.562500 Penalty: 2544.781982
	Iteration 15Q: 3 clusters Score -574923.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -574965.125000 Penalty: 2544.781982
	Iteration 16Q: 3 clusters Score -574965.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -575013.500000 Penalty: 2544.781982
	Iteration 17Q: 3 clusters Score -575013.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -575054.500000 Penalty: 2544.781982
	Iteration 18Q: 3 clusters Score -575054.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -575085.625000 Penalty: 2544.781982
	Iteration 19Q: 3 clusters Score -575085.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -575116.375000 Penalty: 2544.781982
	Iteration 20F: 3 clusters Score -575116.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -575141.062500 Penalty: 2544.781982
	Iteration 21Q: 3 clusters Score -575141.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -575158.312500 Penalty: 2544.781982
	Iteration 22Q: 3 clusters Score -575158.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -575171.687500 Penalty: 2544.781982
	Iteration 23Q: 3 clusters Score -575171.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -575184.562500 Penalty: 2544.781982
	Iteration 24Q: 3 clusters Score -575184.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -575192.875000 Penalty: 2544.781982
	Iteration 25Q: 3 clusters Score -575192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -575199.687500 Penalty: 2544.781982
	Iteration 26Q: 3 clusters Score -575199.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -575209.562500 Penalty: 2544.781982
	Iteration 27Q: 3 clusters Score -575209.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -575225.687500 Penalty: 2544.781982
	Iteration 28Q: 3 clusters Score -575225.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -575240.687500 Penalty: 2544.781982
	Iteration 29Q: 3 clusters Score -575240.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -575254.500000 Penalty: 2544.781982
	Iteration 30Q: 3 clusters Score -575254.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -575267.625000 Penalty: 2544.781982
	Iteration 31Q: 3 clusters Score -575267.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -575279.812500 Penalty: 2544.781982
	Iteration 32Q: 3 clusters Score -575279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -575291.125000 Penalty: 2544.781982
	Iteration 33Q: 3 clusters Score -575291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -575297.562500 Penalty: 2544.781982
	Iteration 34Q: 3 clusters Score -575297.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -575301.562500 Penalty: 2544.781982
	Iteration 35Q: 3 clusters Score -575301.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -575306.375000 Penalty: 2544.781982
	Iteration 36Q: 3 clusters Score -575306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -575312.062500 Penalty: 2544.781982
	Iteration 37Q: 3 clusters Score -575312.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -575317.937500 Penalty: 2544.781982
	Iteration 38Q: 3 clusters Score -575317.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -575324.187500 Penalty: 2544.781982
	Iteration 39Q: 3 clusters Score -575324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -575327.875000 Penalty: 2544.781982
	Iteration 40F: 3 clusters Score -575327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -575333.625000 Penalty: 2544.781982
	Iteration 41Q: 3 clusters Score -575333.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -575338.750000 Penalty: 2544.781982
	Iteration 42Q: 3 clusters Score -575338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -575342.187500 Penalty: 2544.781982
	Iteration 43Q: 3 clusters Score -575342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -575344.375000 Penalty: 2544.781982
	Iteration 44Q: 3 clusters Score -575344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -575348.687500 Penalty: 2544.781982
	Iteration 45Q: 3 clusters Score -575348.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -575352.312500 Penalty: 2544.781982
	Iteration 46Q: 3 clusters Score -575352.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -575355.562500 Penalty: 2544.781982
	Iteration 47Q: 3 clusters Score -575355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -575357.000000 Penalty: 2544.781982
	Iteration 48Q: 3 clusters Score -575357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -575357.000000 Penalty: 2544.781982
	Iteration 49F: 3 clusters Score -575357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Entering Unmasked Estep 
Score: -4499588.000000 Penalty: 1576.775635
	Iteration 0F: 2 clusters Score -4499588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4473470.500000 Penalty: 3153.551270
	Iteration 0F: 3 clusters Score -4473470 nChanged 18390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4483621.500000 Penalty: 3153.551270
	Iteration 1F: 3 clusters Score -4483622 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4484418.000000 Penalty: 3153.551270
	Iteration 2F: 3 clusters Score -4484418 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4485419.500000 Penalty: 3153.551270
	Iteration 3F: 3 clusters Score -4485420 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4486601.500000 Penalty: 3153.551270
	Iteration 4F: 3 clusters Score -4486602 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4487857.000000 Penalty: 3153.551270
	Iteration 5F: 3 clusters Score -4487857 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4488997.000000 Penalty: 3153.551270
	Iteration 6F: 3 clusters Score -4488997 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -4490048.500000 Penalty: 3153.551270
	Iteration 7F: 3 clusters Score -4490048 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -4490856.500000 Penalty: 3153.551270
	Iteration 8Q: 3 clusters Score -4490856 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -4491645.000000 Penalty: 3153.551270
	Iteration 9Q: 3 clusters Score -4491645 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -4492391.500000 Penalty: 3153.551270
	Iteration 10Q: 3 clusters Score -4492392 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -4493136.000000 Penalty: 3153.551270
	Iteration 11Q: 3 clusters Score -4493136 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4493932.000000 Penalty: 3153.551270
	Iteration 12Q: 3 clusters Score -4493932 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4494716.500000 Penalty: 3153.551270
	Iteration 13Q: 3 clusters Score -4494716 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4495504.500000 Penalty: 3153.551270
	Iteration 14Q: 3 clusters Score -4495504 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4496209.500000 Penalty: 3153.551270
	Iteration 15Q: 3 clusters Score -4496210 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4496802.000000 Penalty: 3153.551270
	Iteration 16Q: 3 clusters Score -4496802 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4497269.000000 Penalty: 3153.551270
	Iteration 17Q: 3 clusters Score -4497269 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4497633.500000 Penalty: 3153.551270
	Iteration 18Q: 3 clusters Score -4497634 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4497857.000000 Penalty: 3153.551270
	Iteration 19Q: 3 clusters Score -4497857 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4498007.500000 Penalty: 3153.551270
	Iteration 20F: 3 clusters Score -4498008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4498103.000000 Penalty: 3153.551270
	Iteration 21Q: 3 clusters Score -4498103 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4498185.500000 Penalty: 3153.551270
	Iteration 22Q: 3 clusters Score -4498186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4498240.000000 Penalty: 3153.551270
	Iteration 23Q: 3 clusters Score -4498240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4498271.500000 Penalty: 3153.551270
	Iteration 24Q: 3 clusters Score -4498272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4498304.500000 Penalty: 3153.551270
	Iteration 25Q: 3 clusters Score -4498304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4498323.500000 Penalty: 3153.551270
	Iteration 26Q: 3 clusters Score -4498324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4498341.000000 Penalty: 3153.551270
	Iteration 27Q: 3 clusters Score -4498341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4498350.500000 Penalty: 3153.551270
	Iteration 28Q: 3 clusters Score -4498350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4498361.500000 Penalty: 3153.551270
	Iteration 29Q: 3 clusters Score -4498362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4498368.000000 Penalty: 3153.551270
	Iteration 30Q: 3 clusters Score -4498368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4498366.000000 Penalty: 3153.551270
	Iteration 31Q: 3 clusters Score -4498366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4498370.500000 Penalty: 3153.551270
	Iteration 32Q: 3 clusters Score -4498370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4498375.500000 Penalty: 3153.551270
	Iteration 33Q: 3 clusters Score -4498376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4498379.500000 Penalty: 3153.551270
	Iteration 34Q: 3 clusters Score -4498380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4498381.500000 Penalty: 3153.551270
	Iteration 35Q: 3 clusters Score -4498382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4498386.000000 Penalty: 3153.551270
	Iteration 36Q: 3 clusters Score -4498386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4498383.000000 Penalty: 3153.551270
	Iteration 37Q: 3 clusters Score -4498383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4498383.000000 Penalty: 3153.551270
	Iteration 38F: 3 clusters Score -4498383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -224502.828125 Penalty: 1147.078369
	Iteration 0F: 2 clusters Score -224502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -222522.187500 Penalty: 2294.156738
	Iteration 0F: 3 clusters Score -222522.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -223098.875000 Penalty: 2294.156738
	Iteration 1F: 3 clusters Score -223098.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -223259.156250 Penalty: 2294.156738
	Iteration 2F: 3 clusters Score -223259.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -223362.750000 Penalty: 2294.156738
	Iteration 3F: 3 clusters Score -223362.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -223451.000000 Penalty: 2294.156738
	Iteration 4Q: 3 clusters Score -223451 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -223522.906250 Penalty: 2294.156738
	Iteration 5Q: 3 clusters Score -223522.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -223576.171875 Penalty: 2294.156738
	Iteration 6Q: 3 clusters Score -223576.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -223620.812500 Penalty: 2294.156738
	Iteration 7Q: 3 clusters Score -223620.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -223650.531250 Penalty: 2294.156738
	Iteration 8Q: 3 clusters Score -223650.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -223672.078125 Penalty: 2294.156738
	Iteration 9Q: 3 clusters Score -223672.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -223703.312500 Penalty: 2294.156738
	Iteration 10Q: 3 clusters Score -223703.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -223738.062500 Penalty: 2294.156738
	Iteration 11Q: 3 clusters Score -223738.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -223774.140625 Penalty: 2294.156738
	Iteration 12Q: 3 clusters Score -223774.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -223803.265625 Penalty: 2294.156738
	Iteration 13Q: 3 clusters Score -223803.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -223823.609375 Penalty: 2294.156738
	Iteration 14Q: 3 clusters Score -223823.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -223843.765625 Penalty: 2294.156738
	Iteration 15Q: 3 clusters Score -223843.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -223864.093750 Penalty: 2294.156738
	Iteration 16Q: 3 clusters Score -223864.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -223880.156250 Penalty: 2294.156738
	Iteration 17Q: 3 clusters Score -223880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -223889.125000 Penalty: 2294.156738
	Iteration 18Q: 3 clusters Score -223889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -223896.218750 Penalty: 2294.156738
	Iteration 19Q: 3 clusters Score -223896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -223906.781250 Penalty: 2294.156738
	Iteration 20F: 3 clusters Score -223906.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -223915.234375 Penalty: 2294.156738
	Iteration 21Q: 3 clusters Score -223915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -223920.781250 Penalty: 2294.156738
	Iteration 22Q: 3 clusters Score -223920.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -223926.343750 Penalty: 2294.156738
	Iteration 23Q: 3 clusters Score -223926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -223928.281250 Penalty: 2294.156738
	Iteration 24Q: 3 clusters Score -223928.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -223929.250000 Penalty: 2294.156738
	Iteration 25Q: 3 clusters Score -223929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -223929.250000 Penalty: 2294.156738
	Iteration 26F: 3 clusters Score -223929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (68698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Entering Unmasked Estep 
Score: -7448593.000000 Penalty: 1657.256348
	Iteration 0F: 2 clusters Score -7448593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -7403572.000000 Penalty: 3314.512695
	Iteration 0F: 3 clusters Score -7403572 nChanged 32111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -7421540.500000 Penalty: 3314.512695
	Iteration 1F: 3 clusters Score -7421540 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -7422504.500000 Penalty: 3314.512695
	Iteration 2Q: 3 clusters Score -7422504 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -7423565.000000 Penalty: 3314.512695
	Iteration 3Q: 3 clusters Score -7423565 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -7424657.500000 Penalty: 3314.512695
	Iteration 4Q: 3 clusters Score -7424658 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -7426001.500000 Penalty: 3314.512695
	Iteration 5Q: 3 clusters Score -7426002 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -7427476.500000 Penalty: 3314.512695
	Iteration 6Q: 3 clusters Score -7427476 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7429120.000000 Penalty: 3314.512695
	Iteration 7F: 3 clusters Score -7429120 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -7430928.500000 Penalty: 3314.512695
	Iteration 8F: 3 clusters Score -7430928 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -7432775.500000 Penalty: 3314.512695
	Iteration 9F: 3 clusters Score -7432776 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -7434706.000000 Penalty: 3314.512695
	Iteration 10Q: 3 clusters Score -7434706 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -7436527.000000 Penalty: 3314.512695
	Iteration 11Q: 3 clusters Score -7436527 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -7438207.500000 Penalty: 3314.512695
	Iteration 12Q: 3 clusters Score -7438208 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -7439520.000000 Penalty: 3314.512695
	Iteration 13Q: 3 clusters Score -7439520 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -7440581.500000 Penalty: 3314.512695
	Iteration 14Q: 3 clusters Score -7440582 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -7441424.000000 Penalty: 3314.512695
	Iteration 15Q: 3 clusters Score -7441424 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -7442085.000000 Penalty: 3314.512695
	Iteration 16Q: 3 clusters Score -7442085 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -7442552.000000 Penalty: 3314.512695
	Iteration 17Q: 3 clusters Score -7442552 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -7442797.500000 Penalty: 3314.512695
	Iteration 18Q: 3 clusters Score -7442798 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -7443078.500000 Penalty: 3314.512695
	Iteration 19Q: 3 clusters Score -7443078 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -7443294.000000 Penalty: 3314.512695
	Iteration 20F: 3 clusters Score -7443294 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -7443454.500000 Penalty: 3314.512695
	Iteration 21Q: 3 clusters Score -7443454 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -7443563.000000 Penalty: 3314.512695
	Iteration 22Q: 3 clusters Score -7443563 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -7443669.500000 Penalty: 3314.512695
	Iteration 23Q: 3 clusters Score -7443670 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -7443776.000000 Penalty: 3314.512695
	Iteration 24Q: 3 clusters Score -7443776 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -7443895.000000 Penalty: 3314.512695
	Iteration 25Q: 3 clusters Score -7443895 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -7443965.000000 Penalty: 3314.512695
	Iteration 26Q: 3 clusters Score -7443965 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -7444011.000000 Penalty: 3314.512695
	Iteration 27Q: 3 clusters Score -7444011 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -7444057.500000 Penalty: 3314.512695
	Iteration 28Q: 3 clusters Score -7444058 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -7444109.000000 Penalty: 3314.512695
	Iteration 29Q: 3 clusters Score -7444109 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -7444147.500000 Penalty: 3314.512695
	Iteration 30Q: 3 clusters Score -7444148 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -7444190.500000 Penalty: 3314.512695
	Iteration 31Q: 3 clusters Score -7444190 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -7444226.000000 Penalty: 3314.512695
	Iteration 32Q: 3 clusters Score -7444226 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -7444241.000000 Penalty: 3314.512695
	Iteration 33Q: 3 clusters Score -7444241 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -7444278.000000 Penalty: 3314.512695
	Iteration 34Q: 3 clusters Score -7444278 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -7444319.500000 Penalty: 3314.512695
	Iteration 35Q: 3 clusters Score -7444320 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -7444332.000000 Penalty: 3314.512695
	Iteration 36Q: 3 clusters Score -7444332 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -7444361.000000 Penalty: 3314.512695
	Iteration 37Q: 3 clusters Score -7444361 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -7444420.500000 Penalty: 3314.512695
	Iteration 38Q: 3 clusters Score -7444420 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -7444473.000000 Penalty: 3314.512695
	Iteration 39Q: 3 clusters Score -7444473 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -7444540.000000 Penalty: 3314.512695
	Iteration 40F: 3 clusters Score -7444540 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -7444618.500000 Penalty: 3314.512695
	Iteration 41Q: 3 clusters Score -7444618 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -7444671.000000 Penalty: 3314.512695
	Iteration 42Q: 3 clusters Score -7444671 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -7444733.000000 Penalty: 3314.512695
	Iteration 43Q: 3 clusters Score -7444733 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -7444763.500000 Penalty: 3314.512695
	Iteration 44Q: 3 clusters Score -7444764 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -7444804.000000 Penalty: 3314.512695
	Iteration 45Q: 3 clusters Score -7444804 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -7444905.000000 Penalty: 3314.512695
	Iteration 46Q: 3 clusters Score -7444905 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -7444983.000000 Penalty: 3314.512695
	Iteration 47Q: 3 clusters Score -7444983 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -7445041.500000 Penalty: 3314.512695
	Iteration 48Q: 3 clusters Score -7445042 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -7445133.500000 Penalty: 3314.512695
	Iteration 49Q: 3 clusters Score -7445134 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -7445204.500000 Penalty: 3314.512695
	Iteration 50Q: 3 clusters Score -7445204 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -7445298.000000 Penalty: 3314.512695
	Iteration 51Q: 3 clusters Score -7445298 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -7445383.000000 Penalty: 3314.512695
	Iteration 52Q: 3 clusters Score -7445383 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -7445517.000000 Penalty: 3314.512695
	Iteration 53Q: 3 clusters Score -7445517 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -7445594.500000 Penalty: 3314.512695
	Iteration 54Q: 3 clusters Score -7445594 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -7445665.500000 Penalty: 3314.512695
	Iteration 55Q: 3 clusters Score -7445666 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -7445745.500000 Penalty: 3314.512695
	Iteration 56Q: 3 clusters Score -7445746 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7445861.500000 Penalty: 3314.512695
	Iteration 57Q: 3 clusters Score -7445862 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -7445946.500000 Penalty: 3314.512695
	Iteration 58Q: 3 clusters Score -7445946 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -7446026.000000 Penalty: 3314.512695
	Iteration 59Q: 3 clusters Score -7446026 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -7446107.000000 Penalty: 3314.512695
	Iteration 60F: 3 clusters Score -7446107 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -7446187.500000 Penalty: 3314.512695
	Iteration 61Q: 3 clusters Score -7446188 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -7446272.000000 Penalty: 3314.512695
	Iteration 62Q: 3 clusters Score -7446272 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -7446348.000000 Penalty: 3314.512695
	Iteration 63Q: 3 clusters Score -7446348 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -7446454.000000 Penalty: 3314.512695
	Iteration 64Q: 3 clusters Score -7446454 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -7446536.000000 Penalty: 3314.512695
	Iteration 65Q: 3 clusters Score -7446536 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -7446629.000000 Penalty: 3314.512695
	Iteration 66Q: 3 clusters Score -7446629 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -7446704.000000 Penalty: 3314.512695
	Iteration 67Q: 3 clusters Score -7446704 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -7446797.500000 Penalty: 3314.512695
	Iteration 68Q: 3 clusters Score -7446798 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -7446902.500000 Penalty: 3314.512695
	Iteration 69Q: 3 clusters Score -7446902 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -7447007.500000 Penalty: 3314.512695
	Iteration 70Q: 3 clusters Score -7447008 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -7447104.000000 Penalty: 3314.512695
	Iteration 71Q: 3 clusters Score -7447104 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -7447224.500000 Penalty: 3314.512695
	Iteration 72Q: 3 clusters Score -7447224 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -7447356.500000 Penalty: 3314.512695
	Iteration 73Q: 3 clusters Score -7447356 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57208 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -7447456.000000 Penalty: 3314.512695
	Iteration 74Q: 3 clusters Score -7447456 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -7447594.000000 Penalty: 3314.512695
	Iteration 75Q: 3 clusters Score -7447594 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -7447711.000000 Penalty: 3314.512695
	Iteration 76Q: 3 clusters Score -7447711 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -7447798.500000 Penalty: 3314.512695
	Iteration 77Q: 3 clusters Score -7447798 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -7447873.000000 Penalty: 3314.512695
	Iteration 78Q: 3 clusters Score -7447873 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -7447966.000000 Penalty: 3314.512695
	Iteration 79Q: 3 clusters Score -7447966 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -7448018.000000 Penalty: 3314.512695
	Iteration 80F: 3 clusters Score -7448018 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -7448113.000000 Penalty: 3314.512695
	Iteration 81Q: 3 clusters Score -7448113 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -7448162.500000 Penalty: 3314.512695
	Iteration 82Q: 3 clusters Score -7448162 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -7448255.500000 Penalty: 3314.512695
	Iteration 83Q: 3 clusters Score -7448256 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -7448325.500000 Penalty: 3314.512695
	Iteration 84Q: 3 clusters Score -7448326 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -7448379.500000 Penalty: 3314.512695
	Iteration 85Q: 3 clusters Score -7448380 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -7448436.500000 Penalty: 3314.512695
	Iteration 86Q: 3 clusters Score -7448436 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -7448505.000000 Penalty: 3314.512695
	Iteration 87Q: 3 clusters Score -7448505 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -7448548.000000 Penalty: 3314.512695
	Iteration 88Q: 3 clusters Score -7448548 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -7448618.000000 Penalty: 3314.512695
	Iteration 89Q: 3 clusters Score -7448618 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -7448661.500000 Penalty: 3314.512695
	Iteration 90Q: 3 clusters Score -7448662 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -7448706.500000 Penalty: 3314.512695
	Iteration 91Q: 3 clusters Score -7448706 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -7448733.000000 Penalty: 3314.512695
	Iteration 92Q: 3 clusters Score -7448733 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -7448758.000000 Penalty: 3314.512695
	Iteration 93Q: 3 clusters Score -7448758 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -7448793.500000 Penalty: 3314.512695
	Iteration 94Q: 3 clusters Score -7448794 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -7448842.000000 Penalty: 3314.512695
	Iteration 95Q: 3 clusters Score -7448842 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -7448867.500000 Penalty: 3314.512695
	Iteration 96Q: 3 clusters Score -7448868 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -7448893.500000 Penalty: 3314.512695
	Iteration 97Q: 3 clusters Score -7448894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7448879.000000 Penalty: 3314.512695
	Iteration 98Q: 3 clusters Score -7448879 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -7448908.000000 Penalty: 3314.512695
	Iteration 99Q: 3 clusters Score -7448908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -7448943.500000 Penalty: 3314.512695
	Iteration 100F: 3 clusters Score -7448944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -7448964.500000 Penalty: 3314.512695
	Iteration 101Q: 3 clusters Score -7448964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7448967.000000 Penalty: 3314.512695
	Iteration 102Q: 3 clusters Score -7448967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -7448985.000000 Penalty: 3314.512695
	Iteration 103Q: 3 clusters Score -7448985 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -7448996.500000 Penalty: 3314.512695
	Iteration 104Q: 3 clusters Score -7448996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -7449008.500000 Penalty: 3314.512695
	Iteration 105Q: 3 clusters Score -7449008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -7449036.500000 Penalty: 3314.512695
	Iteration 106Q: 3 clusters Score -7449036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -7449041.000000 Penalty: 3314.512695
	Iteration 107Q: 3 clusters Score -7449041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -7449051.500000 Penalty: 3314.512695
	Iteration 108Q: 3 clusters Score -7449052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -7449052.000000 Penalty: 3314.512695
	Iteration 109Q: 3 clusters Score -7449052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -7449059.500000 Penalty: 3314.512695
	Iteration 110Q: 3 clusters Score -7449060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7449071.000000 Penalty: 3314.512695
	Iteration 111Q: 3 clusters Score -7449071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7449065.000000 Penalty: 3314.512695
	Iteration 112Q: 3 clusters Score -7449065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -7449068.500000 Penalty: 3314.512695
	Iteration 113Q: 3 clusters Score -7449068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7449066.500000 Penalty: 3314.512695
	Iteration 114Q: 3 clusters Score -7449066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -7449060.000000 Penalty: 3314.512695
	Iteration 115Q: 3 clusters Score -7449060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -7449065.000000 Penalty: 3314.512695
	Iteration 116Q: 3 clusters Score -7449065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -7449070.000000 Penalty: 3314.512695
	Iteration 117Q: 3 clusters Score -7449070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7449077.500000 Penalty: 3314.512695
	Iteration 118Q: 3 clusters Score -7449078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -7449079.500000 Penalty: 3314.512695
	Iteration 119Q: 3 clusters Score -7449080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64574 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -7449082.000000 Penalty: 3314.512695
	Iteration 120F: 3 clusters Score -7449082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -7449082.500000 Penalty: 3314.512695
	Iteration 121Q: 3 clusters Score -7449082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -7449084.500000 Penalty: 3314.512695
	Iteration 122Q: 3 clusters Score -7449084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -7449090.500000 Penalty: 3314.512695
	Iteration 123Q: 3 clusters Score -7449090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -7449090.500000 Penalty: 3314.512695
	Iteration 124Q: 3 clusters Score -7449090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7449089.000000 Penalty: 3314.512695
	Iteration 125Q: 3 clusters Score -7449089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7449090.000000 Penalty: 3314.512695
	Iteration 126Q: 3 clusters Score -7449090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7449089.000000 Penalty: 3314.512695
	Iteration 127Q: 3 clusters Score -7449089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7449099.000000 Penalty: 3314.512695
	Iteration 128Q: 3 clusters Score -7449099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -7449110.500000 Penalty: 3314.512695
	Iteration 129Q: 3 clusters Score -7449110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7449111.000000 Penalty: 3314.512695
	Iteration 130Q: 3 clusters Score -7449111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7449109.500000 Penalty: 3314.512695
	Iteration 131Q: 3 clusters Score -7449110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -7449109.500000 Penalty: 3314.512695
	Iteration 132Q: 3 clusters Score -7449110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7449103.000000 Penalty: 3314.512695
	Iteration 133Q: 3 clusters Score -7449103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7449104.500000 Penalty: 3314.512695
	Iteration 134Q: 3 clusters Score -7449104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -7449107.500000 Penalty: 3314.512695
	Iteration 135Q: 3 clusters Score -7449108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -7449107.000000 Penalty: 3314.512695
	Iteration 136Q: 3 clusters Score -7449107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7449107.500000 Penalty: 3314.512695
	Iteration 137Q: 3 clusters Score -7449108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7449107.500000 Penalty: 3314.512695
	Iteration 138F: 3 clusters Score -7449108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 26570 members 
Mstep: Class 5 contains 22262 members 
Mstep: Class 6 contains 88261 members 
Mstep: Class 7 contains 19031 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 13631 members 
Mstep: Class 10 contains 30976 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 27621 members 
Mstep: Class 13 contains 49741 members 
Mstep: Class 14 contains 20394 members 
Mstep: Class 15 contains 23076 members 
Mstep: Class 16 contains 19916 members 
Mstep: Class 17 contains 14333 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 41073 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 39999 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 64721 members 
Mstep: Class 24 contains 1199 members 
Mstep: Class 25 contains 22004 members 
Mstep: Class 26 contains 68662 members 
Mstep: Class 27 contains 3977 members 
Entering Unmasked Estep 
Score: -78854560.000000 Penalty: 54267.949219
Splitting cluster 23 changes total score from -78754152.000000 to -78854560.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -122545.515625 Penalty: 1054.879395
	Iteration 0F: 2 clusters Score -122545.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -121225.679688 Penalty: 2109.758789
	Iteration 0F: 3 clusters Score -121225.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121526.171875 Penalty: 2109.758789
	Iteration 1F: 3 clusters Score -121526.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121629.312500 Penalty: 2109.758789
	Iteration 2F: 3 clusters Score -121629.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -121696.367188 Penalty: 2109.758789
	Iteration 3Q: 3 clusters Score -121696.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121740.531250 Penalty: 2109.758789
	Iteration 4Q: 3 clusters Score -121740.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -121765.226562 Penalty: 2109.758789
	Iteration 5Q: 3 clusters Score -121765.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121777.734375 Penalty: 2109.758789
	Iteration 6Q: 3 clusters Score -121777.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -121788.570312 Penalty: 2109.758789
	Iteration 7Q: 3 clusters Score -121788.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121794.617188 Penalty: 2109.758789
	Iteration 8Q: 3 clusters Score -121794.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -121803.734375 Penalty: 2109.758789
	Iteration 9Q: 3 clusters Score -121803.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121814.171875 Penalty: 2109.758789
	Iteration 10Q: 3 clusters Score -121814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121822.359375 Penalty: 2109.758789
	Iteration 11Q: 3 clusters Score -121822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -121828.343750 Penalty: 2109.758789
	Iteration 12Q: 3 clusters Score -121828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -121829.742188 Penalty: 2109.758789
	Iteration 13Q: 3 clusters Score -121829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -121831.046875 Penalty: 2109.758789
	Iteration 14Q: 3 clusters Score -121831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -121831.046875 Penalty: 2109.758789
	Iteration 15F: 3 clusters Score -121831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 1557 members 
Mstep: Class 4 contains 26570 members 
Mstep: Class 5 contains 22262 members 
Mstep: Class 6 contains 88261 members 
Mstep: Class 7 contains 19031 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 10 contains 30976 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 27621 members 
Mstep: Class 13 contains 49741 members 
Mstep: Class 14 contains 20394 members 
Mstep: Class 15 contains 23076 members 
Mstep: Class 17 contains 14333 members 
Mstep: Class 18 contains 3499 members 
Mstep: Class 19 contains 41073 members 
Mstep: Class 20 contains 5172 members 
Mstep: Class 21 contains 39999 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 64721 members 
Mstep: Class 24 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78862752.000000 Penalty: 54267.949219
Iteration 39Q: 28 clusters Score -7.886275e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 1578 members 
Mstep: Class 4 contains 26574 members 
Mstep: Class 5 contains 22209 members 
Mstep: Class 6 contains 89364 members 
Mstep: Class 7 contains 19029 members 
Mstep: Class 8 contains 40801 members 
Mstep: Class 9 contains 13538 members 
Mstep: Class 10 contains 31105 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 27809 members 
Mstep: Class 13 contains 49760 members 
Mstep: Class 14 contains 21308 members 
Mstep: Class 15 contains 23316 members 
Mstep: Class 16 contains 19851 members 
Mstep: Class 17 contains 14843 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 40962 members 
Mstep: Class 20 contains 4813 members 
Mstep: Class 21 contains 40022 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 63507 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 21652 members 
Mstep: Class 26 contains 67412 members 
Mstep: Class 27 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78867736.000000 Penalty: 54267.949219
Iteration 40F: 28 clusters Score -7.886774e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 1841 members 
Mstep: Class 3 contains 1569 members 
Mstep: Class 4 contains 26531 members 
Mstep: Class 5 contains 21609 members 
Mstep: Class 6 contains 89685 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40642 members 
Mstep: Class 9 contains 13421 members 
Mstep: Class 10 contains 31059 members 
Mstep: Class 11 contains 17460 members 
Mstep: Class 12 contains 27863 members 
Mstep: Class 13 contains 49723 members 
Mstep: Class 14 contains 22232 members 
Mstep: Class 15 contains 23368 members 
Mstep: Class 16 contains 20522 members 
Mstep: Class 17 contains 14957 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 40668 members 
Mstep: Class 20 contains 4114 members 
Mstep: Class 21 contains 40154 members 
Mstep: Class 22 contains 2119 members 
Mstep: Class 23 contains 62456 members 
Mstep: Class 24 contains 1057 members 
Mstep: Class 25 contains 21926 members 
Mstep: Class 26 contains 67804 members 
Mstep: Class 27 contains 4506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78869688.000000 Penalty: 54267.949219
Iteration 41Q: 28 clusters Score -7.886969e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 1857 members 
Mstep: Class 3 contains 1569 members 
Mstep: Class 4 contains 26521 members 
Mstep: Class 5 contains 21423 members 
Mstep: Class 6 contains 90118 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40607 members 
Mstep: Class 9 contains 13265 members 
Mstep: Class 10 contains 31048 members 
Mstep: Class 11 contains 17490 members 
Mstep: Class 12 contains 27902 members 
Mstep: Class 13 contains 49718 members 
Mstep: Class 14 contains 23136 members 
Mstep: Class 15 contains 23422 members 
Mstep: Class 16 contains 20986 members 
Mstep: Class 17 contains 14997 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 40453 members 
Mstep: Class 20 contains 3622 members 
Mstep: Class 21 contains 40178 members 
Mstep: Class 22 contains 2089 members 
Mstep: Class 23 contains 61677 members 
Mstep: Class 24 contains 1004 members 
Mstep: Class 25 contains 22009 members 
Mstep: Class 26 contains 67548 members 
Mstep: Class 27 contains 4783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78871128.000000 Penalty: 54267.949219
Iteration 42Q: 28 clusters Score -7.887113e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 1871 members 
Mstep: Class 3 contains 1572 members 
Mstep: Class 4 contains 26527 members 
Mstep: Class 5 contains 21385 members 
Mstep: Class 6 contains 90482 members 
Mstep: Class 7 contains 19008 members 
Mstep: Class 8 contains 40598 members 
Mstep: Class 9 contains 13102 members 
Mstep: Class 10 contains 31045 members 
Mstep: Class 11 contains 17512 members 
Mstep: Class 12 contains 27920 members 
Mstep: Class 13 contains 49723 members 
Mstep: Class 14 contains 24031 members 
Mstep: Class 15 contains 23457 members 
Mstep: Class 16 contains 21361 members 
Mstep: Class 17 contains 15015 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 40300 members 
Mstep: Class 20 contains 3237 members 
Mstep: Class 21 contains 40187 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 61063 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 22035 members 
Mstep: Class 26 contains 67045 members 
Mstep: Class 27 contains 4994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78872776.000000 Penalty: 54267.949219
Iteration 43Q: 28 clusters Score -7.887278e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 1891 members 
Mstep: Class 3 contains 1576 members 
Mstep: Class 4 contains 26525 members 
Mstep: Class 5 contains 21424 members 
Mstep: Class 6 contains 90858 members 
Mstep: Class 7 contains 19008 members 
Mstep: Class 8 contains 40592 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 31048 members 
Mstep: Class 11 contains 17521 members 
Mstep: Class 12 contains 27935 members 
Mstep: Class 13 contains 49720 members 
Mstep: Class 14 contains 24891 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 21674 members 
Mstep: Class 17 contains 15016 members 
Mstep: Class 18 contains 3067 members 
Mstep: Class 19 contains 40165 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 40191 members 
Mstep: Class 22 contains 2066 members 
Mstep: Class 23 contains 60541 members 
Mstep: Class 24 contains 945 members 
Mstep: Class 25 contains 22044 members 
Mstep: Class 26 contains 66465 members 
Mstep: Class 27 contains 5150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78873584.000000 Penalty: 54267.949219
Iteration 44Q: 28 clusters Score -7.887358e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 1908 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 26526 members 
Mstep: Class 5 contains 21484 members 
Mstep: Class 6 contains 91212 members 
Mstep: Class 7 contains 19008 members 
Mstep: Class 8 contains 40578 members 
Mstep: Class 9 contains 12698 members 
Mstep: Class 10 contains 31058 members 
Mstep: Class 11 contains 17539 members 
Mstep: Class 12 contains 27942 members 
Mstep: Class 13 contains 49719 members 
Mstep: Class 14 contains 25757 members 
Mstep: Class 15 contains 23478 members 
Mstep: Class 16 contains 21931 members 
Mstep: Class 17 contains 15021 members 
Mstep: Class 18 contains 3032 members 
Mstep: Class 19 contains 40023 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 40191 members 
Mstep: Class 22 contains 2065 members 
Mstep: Class 23 contains 60078 members 
Mstep: Class 24 contains 932 members 
Mstep: Class 25 contains 22048 members 
Mstep: Class 26 contains 65877 members 
Mstep: Class 27 contains 5274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78874464.000000 Penalty: 54267.949219
Iteration 45Q: 28 clusters Score -7.887446e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 1943 members 
Mstep: Class 3 contains 1579 members 
Mstep: Class 4 contains 26531 members 
Mstep: Class 5 contains 21567 members 
Mstep: Class 6 contains 91514 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40573 members 
Mstep: Class 9 contains 12457 members 
Mstep: Class 10 contains 31060 members 
Mstep: Class 11 contains 17546 members 
Mstep: Class 12 contains 27946 members 
Mstep: Class 13 contains 49715 members 
Mstep: Class 14 contains 26550 members 
Mstep: Class 15 contains 23486 members 
Mstep: Class 16 contains 22140 members 
Mstep: Class 17 contains 15024 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 39895 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 40195 members 
Mstep: Class 22 contains 2064 members 
Mstep: Class 23 contains 59677 members 
Mstep: Class 24 contains 917 members 
Mstep: Class 25 contains 22048 members 
Mstep: Class 26 contains 65313 members 
Mstep: Class 27 contains 5398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78874920.000000 Penalty: 54267.949219
Iteration 46Q: 28 clusters Score -7.887492e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 1982 members 
Mstep: Class 3 contains 1589 members 
Mstep: Class 4 contains 26536 members 
Mstep: Class 5 contains 21647 members 
Mstep: Class 6 contains 91786 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 12224 members 
Mstep: Class 10 contains 31070 members 
Mstep: Class 11 contains 17554 members 
Mstep: Class 12 contains 27950 members 
Mstep: Class 13 contains 49718 members 
Mstep: Class 14 contains 27257 members 
Mstep: Class 15 contains 23492 members 
Mstep: Class 16 contains 22313 members 
Mstep: Class 17 contains 15029 members 
Mstep: Class 18 contains 3015 members 
Mstep: Class 19 contains 39774 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 40195 members 
Mstep: Class 22 contains 2062 members 
Mstep: Class 23 contains 59327 members 
Mstep: Class 24 contains 909 members 
Mstep: Class 25 contains 22047 members 
Mstep: Class 26 contains 64812 members 
Mstep: Class 27 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78875376.000000 Penalty: 54267.949219
Iteration 47Q: 28 clusters Score -7.887538e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 2028 members 
Mstep: Class 3 contains 1584 members 
Mstep: Class 4 contains 26535 members 
Mstep: Class 5 contains 21735 members 
Mstep: Class 6 contains 92029 members 
Mstep: Class 7 contains 19008 members 
Mstep: Class 8 contains 40553 members 
Mstep: Class 9 contains 12002 members 
Mstep: Class 10 contains 31076 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27953 members 
Mstep: Class 13 contains 49720 members 
Mstep: Class 14 contains 27955 members 
Mstep: Class 15 contains 23493 members 
Mstep: Class 16 contains 22471 members 
Mstep: Class 17 contains 15026 members 
Mstep: Class 18 contains 3021 members 
Mstep: Class 19 contains 39643 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 40195 members 
Mstep: Class 22 contains 2064 members 
Mstep: Class 23 contains 59005 members 
Mstep: Class 24 contains 897 members 
Mstep: Class 25 contains 22044 members 
Mstep: Class 26 contains 64361 members 
Mstep: Class 27 contains 5532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78875624.000000 Penalty: 54267.949219
Iteration 48Q: 28 clusters Score -7.887562e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 4 contains 26534 members 
Mstep: Class 5 contains 21850 members 
Mstep: Class 6 contains 92232 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 8 contains 40544 members 
Mstep: Class 9 contains 11766 members 
Mstep: Class 10 contains 31083 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 27954 members 
Mstep: Class 13 contains 49719 members 
Mstep: Class 14 contains 28593 members 
Mstep: Class 15 contains 23498 members 
Mstep: Class 16 contains 22618 members 
Mstep: Class 17 contains 15024 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 39527 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 40196 members 
Mstep: Class 22 contains 2063 members 
Mstep: Class 23 contains 58716 members 
Mstep: Class 24 contains 883 members 
Mstep: Class 25 contains 22046 members 
Mstep: Class 26 contains 63937 members 
Mstep: Class 27 contains 5597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78876136.000000 Penalty: 54267.949219
Iteration 49Q: 28 clusters Score -7.887614e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 1571 members 
Mstep: Class 4 contains 26534 members 
Mstep: Class 5 contains 21948 members 
Mstep: Class 6 contains 92420 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40538 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 31084 members 
Mstep: Class 11 contains 17575 members 
Mstep: Class 12 contains 27954 members 
Mstep: Class 13 contains 49717 members 
Mstep: Class 14 contains 29143 members 
Mstep: Class 15 contains 23501 members 
Mstep: Class 16 contains 22757 members 
Mstep: Class 17 contains 15025 members 
Mstep: Class 18 contains 3026 members 
Mstep: Class 19 contains 39416 members 
Mstep: Class 20 contains 1889 members 
Mstep: Class 21 contains 40194 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 58465 members 
Mstep: Class 24 contains 878 members 
Mstep: Class 25 contains 22045 members 
Mstep: Class 26 contains 63586 members 
Mstep: Class 27 contains 5642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78876520.000000 Penalty: 54267.949219
Iteration 50Q: 28 clusters Score -7.887652e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 1565 members 
Mstep: Class 4 contains 26532 members 
Mstep: Class 5 contains 22009 members 
Mstep: Class 6 contains 92582 members 
Mstep: Class 7 contains 19011 members 
Mstep: Class 8 contains 40534 members 
Mstep: Class 9 contains 11344 members 
Mstep: Class 10 contains 31087 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 27956 members 
Mstep: Class 13 contains 49717 members 
Mstep: Class 14 contains 29656 members 
Mstep: Class 15 contains 23498 members 
Mstep: Class 16 contains 22855 members 
Mstep: Class 17 contains 15022 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 39308 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 40196 members 
Mstep: Class 22 contains 2047 members 
Mstep: Class 23 contains 58214 members 
Mstep: Class 24 contains 877 members 
Mstep: Class 25 contains 22046 members 
Mstep: Class 26 contains 63321 members 
Mstep: Class 27 contains 5685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78877048.000000 Penalty: 54267.949219
Iteration 51Q: 28 clusters Score -7.887705e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 1559 members 
Mstep: Class 4 contains 26535 members 
Mstep: Class 5 contains 22083 members 
Mstep: Class 6 contains 92744 members 
Mstep: Class 7 contains 19011 members 
Mstep: Class 8 contains 40530 members 
Mstep: Class 9 contains 11180 members 
Mstep: Class 10 contains 31099 members 
Mstep: Class 11 contains 17576 members 
Mstep: Class 12 contains 27955 members 
Mstep: Class 13 contains 49715 members 
Mstep: Class 14 contains 30067 members 
Mstep: Class 15 contains 23495 members 
Mstep: Class 16 contains 22951 members 
Mstep: Class 17 contains 15022 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 39226 members 
Mstep: Class 20 contains 1715 members 
Mstep: Class 21 contains 40195 members 
Mstep: Class 22 contains 2040 members 
Mstep: Class 23 contains 58013 members 
Mstep: Class 24 contains 877 members 
Mstep: Class 25 contains 22046 members 
Mstep: Class 26 contains 63065 members 
Mstep: Class 27 contains 5706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78877504.000000 Penalty: 54267.949219
Iteration 52Q: 28 clusters Score -7.88775e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 1553 members 
Mstep: Class 4 contains 26537 members 
Mstep: Class 5 contains 22147 members 
Mstep: Class 6 contains 92885 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 40524 members 
Mstep: Class 9 contains 11014 members 
Mstep: Class 10 contains 31106 members 
Mstep: Class 11 contains 17577 members 
Mstep: Class 12 contains 27957 members 
Mstep: Class 13 contains 49713 members 
Mstep: Class 14 contains 30495 members 
Mstep: Class 15 contains 23494 members 
Mstep: Class 16 contains 23023 members 
Mstep: Class 17 contains 15026 members 
Mstep: Class 18 contains 3055 members 
Mstep: Class 19 contains 39140 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 21 contains 40196 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 57836 members 
Mstep: Class 24 contains 877 members 
Mstep: Class 25 contains 22045 members 
Mstep: Class 26 contains 62824 members 
Mstep: Class 27 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78877616.000000 Penalty: 54267.949219
Iteration 53Q: 28 clusters Score -7.887762e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 2297 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 22223 members 
Mstep: Class 6 contains 92998 members 
Mstep: Class 7 contains 19011 members 
Mstep: Class 8 contains 40521 members 
Mstep: Class 9 contains 10879 members 
Mstep: Class 10 contains 31116 members 
Mstep: Class 11 contains 17576 members 
Mstep: Class 12 contains 27957 members 
Mstep: Class 13 contains 49709 members 
Mstep: Class 14 contains 30844 members 
Mstep: Class 15 contains 23495 members 
Mstep: Class 16 contains 23086 members 
Mstep: Class 17 contains 15026 members 
Mstep: Class 18 contains 3052 members 
Mstep: Class 19 contains 39032 members 
Mstep: Class 20 contains 1581 members 
Mstep: Class 21 contains 40197 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 57688 members 
Mstep: Class 24 contains 873 members 
Mstep: Class 25 contains 22044 members 
Mstep: Class 26 contains 62641 members 
Mstep: Class 27 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78877920.000000 Penalty: 54267.949219
Iteration 54Q: 28 clusters Score -7.887792e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65241 members 
Mstep: Class 2 contains 2315 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 26540 members 
Mstep: Class 5 contains 22284 members 
Mstep: Class 6 contains 93113 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 40515 members 
Mstep: Class 9 contains 10810 members 
Mstep: Class 10 contains 31133 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 27956 members 
Mstep: Class 13 contains 49707 members 
Mstep: Class 14 contains 31152 members 
Mstep: Class 15 contains 23495 members 
Mstep: Class 16 contains 23147 members 
Mstep: Class 17 contains 15024 members 
Mstep: Class 18 contains 3057 members 
Mstep: Class 19 contains 38916 members 
Mstep: Class 20 contains 1529 members 
Mstep: Class 21 contains 40194 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 57531 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 22042 members 
Mstep: Class 26 contains 62463 members 
Mstep: Class 27 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878056.000000 Penalty: 54267.949219
Iteration 55Q: 28 clusters Score -7.887806e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 2322 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 4 contains 26540 members 
Mstep: Class 5 contains 22348 members 
Mstep: Class 6 contains 93209 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 40510 members 
Mstep: Class 9 contains 10764 members 
Mstep: Class 10 contains 31148 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 27956 members 
Mstep: Class 13 contains 49706 members 
Mstep: Class 14 contains 31379 members 
Mstep: Class 15 contains 23495 members 
Mstep: Class 16 contains 23207 members 
Mstep: Class 17 contains 15025 members 
Mstep: Class 18 contains 3069 members 
Mstep: Class 19 contains 38808 members 
Mstep: Class 20 contains 1471 members 
Mstep: Class 21 contains 40194 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 57379 members 
Mstep: Class 24 contains 863 members 
Mstep: Class 25 contains 22042 members 
Mstep: Class 26 contains 62347 members 
Mstep: Class 27 contains 5772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878144.000000 Penalty: 54267.949219
Iteration 56Q: 28 clusters Score -7.887814e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 4 contains 26542 members 
Mstep: Class 5 contains 22393 members 
Mstep: Class 6 contains 93301 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 40508 members 
Mstep: Class 9 contains 10714 members 
Mstep: Class 10 contains 31159 members 
Mstep: Class 11 contains 17578 members 
Mstep: Class 12 contains 27956 members 
Mstep: Class 13 contains 49704 members 
Mstep: Class 14 contains 31597 members 
Mstep: Class 15 contains 23495 members 
Mstep: Class 16 contains 23251 members 
Mstep: Class 17 contains 15022 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 38718 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 40194 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 57252 members 
Mstep: Class 24 contains 861 members 
Mstep: Class 25 contains 22042 members 
Mstep: Class 26 contains 62230 members 
Mstep: Class 27 contains 5783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878376.000000 Penalty: 54267.949219
Iteration 57Q: 28 clusters Score -7.887838e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 2338 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 4 contains 26542 members 
Mstep: Class 5 contains 22454 members 
Mstep: Class 6 contains 93362 members 
Mstep: Class 7 contains 19012 members 
Mstep: Class 8 contains 40503 members 
Mstep: Class 9 contains 10673 members 
Mstep: Class 10 contains 31164 members 
Mstep: Class 11 contains 17572 members 
Mstep: Class 12 contains 27956 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 31786 members 
Mstep: Class 15 contains 23494 members 
Mstep: Class 16 contains 23288 members 
Mstep: Class 17 contains 15021 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 38633 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 40194 members 
Mstep: Class 22 contains 1983 members 
Mstep: Class 23 contains 57154 members 
Mstep: Class 24 contains 857 members 
Mstep: Class 25 contains 22042 members 
Mstep: Class 26 contains 62138 members 
Mstep: Class 27 contains 5789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878392.000000 Penalty: 54267.949219
Iteration 58Q: 28 clusters Score -7.887839e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 2346 members 
Mstep: Class 3 contains 1549 members 
Mstep: Class 4 contains 26546 members 
Mstep: Class 5 contains 22493 members 
Mstep: Class 6 contains 93400 members 
Mstep: Class 7 contains 19011 members 
Mstep: Class 8 contains 40500 members 
Mstep: Class 9 contains 10670 members 
Mstep: Class 10 contains 31167 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 27957 members 
Mstep: Class 13 contains 49704 members 
Mstep: Class 14 contains 31961 members 
Mstep: Class 15 contains 23494 members 
Mstep: Class 16 contains 23318 members 
Mstep: Class 17 contains 15021 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 38559 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 40194 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 57047 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 62060 members 
Mstep: Class 27 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878384.000000 Penalty: 54267.949219
Iteration 59Q: 28 clusters Score -7.887838e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 1552 members 
Mstep: Class 4 contains 26546 members 
Mstep: Class 5 contains 22518 members 
Mstep: Class 6 contains 93430 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 40500 members 
Mstep: Class 9 contains 10659 members 
Mstep: Class 10 contains 31176 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 27959 members 
Mstep: Class 13 contains 49704 members 
Mstep: Class 14 contains 32103 members 
Mstep: Class 15 contains 23493 members 
Mstep: Class 16 contains 23347 members 
Mstep: Class 17 contains 15022 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 38496 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 40195 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 56966 members 
Mstep: Class 24 contains 856 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61994 members 
Mstep: Class 27 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878600.000000 Penalty: 54267.949219
Iteration 60F: 28 clusters Score -7.88786e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 1550 members 
Mstep: Class 4 contains 26549 members 
Mstep: Class 5 contains 22542 members 
Mstep: Class 6 contains 93444 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 40501 members 
Mstep: Class 9 contains 10663 members 
Mstep: Class 10 contains 31175 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 27957 members 
Mstep: Class 13 contains 49704 members 
Mstep: Class 14 contains 32228 members 
Mstep: Class 15 contains 23491 members 
Mstep: Class 16 contains 23382 members 
Mstep: Class 17 contains 15021 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 38446 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 40195 members 
Mstep: Class 22 contains 1972 members 
Mstep: Class 23 contains 56889 members 
Mstep: Class 24 contains 854 members 
Mstep: Class 25 contains 22044 members 
Mstep: Class 26 contains 61930 members 
Mstep: Class 27 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878656.000000 Penalty: 54267.949219
Iteration 61Q: 28 clusters Score -7.887866e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 1550 members 
Mstep: Class 4 contains 26550 members 
Mstep: Class 5 contains 22560 members 
Mstep: Class 6 contains 93471 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 40501 members 
Mstep: Class 9 contains 10652 members 
Mstep: Class 10 contains 31179 members 
Mstep: Class 11 contains 17572 members 
Mstep: Class 12 contains 27955 members 
Mstep: Class 13 contains 49704 members 
Mstep: Class 14 contains 32315 members 
Mstep: Class 15 contains 23490 members 
Mstep: Class 16 contains 23416 members 
Mstep: Class 17 contains 15019 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 38407 members 
Mstep: Class 20 contains 1284 members 
Mstep: Class 21 contains 40194 members 
Mstep: Class 22 contains 1970 members 
Mstep: Class 23 contains 56832 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22044 members 
Mstep: Class 26 contains 61876 members 
Mstep: Class 27 contains 5840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878712.000000 Penalty: 54267.949219
Iteration 62Q: 28 clusters Score -7.887871e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 4 contains 26551 members 
Mstep: Class 5 contains 22570 members 
Mstep: Class 6 contains 93491 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 40499 members 
Mstep: Class 9 contains 10658 members 
Mstep: Class 10 contains 31184 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 27956 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 32400 members 
Mstep: Class 15 contains 23490 members 
Mstep: Class 16 contains 23437 members 
Mstep: Class 17 contains 15020 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 38367 members 
Mstep: Class 20 contains 1265 members 
Mstep: Class 21 contains 40194 members 
Mstep: Class 22 contains 1967 members 
Mstep: Class 23 contains 56781 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22044 members 
Mstep: Class 26 contains 61824 members 
Mstep: Class 27 contains 5861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878864.000000 Penalty: 54267.949219
Iteration 63Q: 28 clusters Score -7.887886e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 1544 members 
Mstep: Class 4 contains 26552 members 
Mstep: Class 5 contains 22582 members 
Mstep: Class 6 contains 93507 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 40498 members 
Mstep: Class 9 contains 10661 members 
Mstep: Class 10 contains 31192 members 
Mstep: Class 11 contains 17569 members 
Mstep: Class 12 contains 27956 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 32483 members 
Mstep: Class 15 contains 23490 members 
Mstep: Class 16 contains 23450 members 
Mstep: Class 17 contains 15019 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 38332 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 40194 members 
Mstep: Class 22 contains 1967 members 
Mstep: Class 23 contains 56724 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22045 members 
Mstep: Class 26 contains 61781 members 
Mstep: Class 27 contains 5881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878824.000000 Penalty: 54267.949219
Iteration 64Q: 28 clusters Score -7.887882e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 2355 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 26552 members 
Mstep: Class 5 contains 22591 members 
Mstep: Class 6 contains 93516 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 40498 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 31195 members 
Mstep: Class 11 contains 17569 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 32571 members 
Mstep: Class 15 contains 23488 members 
Mstep: Class 16 contains 23460 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 38297 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 40193 members 
Mstep: Class 22 contains 1967 members 
Mstep: Class 23 contains 56681 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22044 members 
Mstep: Class 26 contains 61734 members 
Mstep: Class 27 contains 5897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878904.000000 Penalty: 54267.949219
Iteration 65Q: 28 clusters Score -7.88789e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 26552 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 93528 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 40496 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 31200 members 
Mstep: Class 11 contains 17569 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49704 members 
Mstep: Class 14 contains 32643 members 
Mstep: Class 15 contains 23488 members 
Mstep: Class 16 contains 23472 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 38265 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 40193 members 
Mstep: Class 22 contains 1967 members 
Mstep: Class 23 contains 56649 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22044 members 
Mstep: Class 26 contains 61687 members 
Mstep: Class 27 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878816.000000 Penalty: 54267.949219
Iteration 66Q: 28 clusters Score -7.887882e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 26552 members 
Mstep: Class 5 contains 22607 members 
Mstep: Class 6 contains 93544 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 40494 members 
Mstep: Class 9 contains 10666 members 
Mstep: Class 10 contains 31205 members 
Mstep: Class 11 contains 17571 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49704 members 
Mstep: Class 14 contains 32704 members 
Mstep: Class 15 contains 23488 members 
Mstep: Class 16 contains 23482 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3108 members 
Mstep: Class 19 contains 38244 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 40192 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 56607 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22044 members 
Mstep: Class 26 contains 61651 members 
Mstep: Class 27 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878936.000000 Penalty: 54267.949219
Iteration 67Q: 28 clusters Score -7.887894e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 2361 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 26554 members 
Mstep: Class 5 contains 22619 members 
Mstep: Class 6 contains 93553 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 8 contains 40492 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 31205 members 
Mstep: Class 11 contains 17571 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 32750 members 
Mstep: Class 15 contains 23488 members 
Mstep: Class 16 contains 23491 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 38231 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 40190 members 
Mstep: Class 22 contains 1960 members 
Mstep: Class 23 contains 56584 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22044 members 
Mstep: Class 26 contains 61617 members 
Mstep: Class 27 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78879016.000000 Penalty: 54267.949219
Iteration 68Q: 28 clusters Score -7.887902e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 2364 members 
Mstep: Class 3 contains 1543 members 
Mstep: Class 4 contains 26554 members 
Mstep: Class 5 contains 22626 members 
Mstep: Class 6 contains 93554 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40491 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 31206 members 
Mstep: Class 11 contains 17571 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 32793 members 
Mstep: Class 15 contains 23488 members 
Mstep: Class 16 contains 23505 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3123 members 
Mstep: Class 19 contains 38218 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 40189 members 
Mstep: Class 22 contains 1949 members 
Mstep: Class 23 contains 56567 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61593 members 
Mstep: Class 27 contains 5920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878912.000000 Penalty: 54267.949219
Iteration 69Q: 28 clusters Score -7.887891e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 2365 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 26554 members 
Mstep: Class 5 contains 22638 members 
Mstep: Class 6 contains 93545 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40491 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 31206 members 
Mstep: Class 11 contains 17570 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 32829 members 
Mstep: Class 15 contains 23488 members 
Mstep: Class 16 contains 23510 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3124 members 
Mstep: Class 19 contains 38207 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 40189 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 56556 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61568 members 
Mstep: Class 27 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78878968.000000 Penalty: 54267.949219
Iteration 70Q: 28 clusters Score -7.887897e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 3 contains 1542 members 
Mstep: Class 4 contains 26554 members 
Mstep: Class 5 contains 22642 members 
Mstep: Class 6 contains 93541 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40491 members 
Mstep: Class 9 contains 10670 members 
Mstep: Class 10 contains 31208 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 27957 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 32864 members 
Mstep: Class 15 contains 23488 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3130 members 
Mstep: Class 19 contains 38198 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 40189 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 56533 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61549 members 
Mstep: Class 27 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78879000.000000 Penalty: 54267.949219
Iteration 71Q: 28 clusters Score -7.8879e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 2364 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 26554 members 
Mstep: Class 5 contains 22649 members 
Mstep: Class 6 contains 93539 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40493 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 31207 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 27957 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 32900 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 38188 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 40189 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 56512 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61529 members 
Mstep: Class 27 contains 5950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78879080.000000 Penalty: 54267.949219
Iteration 72Q: 28 clusters Score -7.887908e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 26554 members 
Mstep: Class 5 contains 22652 members 
Mstep: Class 6 contains 93544 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40493 members 
Mstep: Class 9 contains 10656 members 
Mstep: Class 10 contains 31207 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 27957 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 32950 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 23512 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3139 members 
Mstep: Class 19 contains 38180 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 40189 members 
Mstep: Class 22 contains 1942 members 
Mstep: Class 23 contains 56491 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61497 members 
Mstep: Class 27 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78879000.000000 Penalty: 54267.949219
Iteration 73Q: 28 clusters Score -7.8879e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 26554 members 
Mstep: Class 5 contains 22653 members 
Mstep: Class 6 contains 93548 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40493 members 
Mstep: Class 9 contains 10646 members 
Mstep: Class 10 contains 31208 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 32995 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 38174 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 40189 members 
Mstep: Class 22 contains 1939 members 
Mstep: Class 23 contains 56481 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61464 members 
Mstep: Class 27 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78879040.000000 Penalty: 54267.949219
Iteration 74Q: 28 clusters Score -7.887904e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 26554 members 
Mstep: Class 5 contains 22657 members 
Mstep: Class 6 contains 93545 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40493 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 31207 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 33025 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 38169 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 40188 members 
Mstep: Class 22 contains 1936 members 
Mstep: Class 23 contains 56480 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61448 members 
Mstep: Class 27 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78879048.000000 Penalty: 54267.949219
Iteration 75Q: 28 clusters Score -7.887905e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 2373 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 26555 members 
Mstep: Class 5 contains 22659 members 
Mstep: Class 6 contains 93540 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40492 members 
Mstep: Class 9 contains 10630 members 
Mstep: Class 10 contains 31209 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 33051 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 38162 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 40188 members 
Mstep: Class 22 contains 1931 members 
Mstep: Class 23 contains 56475 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61432 members 
Mstep: Class 27 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78879080.000000 Penalty: 54267.949219
Iteration 76Q: 28 clusters Score -7.887908e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 2374 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 26555 members 
Mstep: Class 5 contains 22660 members 
Mstep: Class 6 contains 93535 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40492 members 
Mstep: Class 9 contains 10638 members 
Mstep: Class 10 contains 31210 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 33075 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 38162 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 40188 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 56459 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61415 members 
Mstep: Class 27 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78879048.000000 Penalty: 54267.949219
Iteration 77Q: 28 clusters Score -7.887905e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 26555 members 
Mstep: Class 5 contains 22663 members 
Mstep: Class 6 contains 93533 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40492 members 
Mstep: Class 9 contains 10634 members 
Mstep: Class 10 contains 31211 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 33104 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 19 contains 38159 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 40188 members 
Mstep: Class 22 contains 1916 members 
Mstep: Class 23 contains 56450 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61393 members 
Mstep: Class 27 contains 5961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78879160.000000 Penalty: 54267.949219
Iteration 78Q: 28 clusters Score -7.887916e+07 nChanged 68
Entering ConstructFrom: 
Score: -78879160.000000 Penalty: 54267.949219
Entering ConstructFrom: 
Trying to split cluster 1 (65203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Entering Unmasked Estep 
Score: -7140764.000000 Penalty: 1649.486816
	Iteration 0F: 2 clusters Score -7140764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -7098252.500000 Penalty: 3298.973633
	Iteration 0F: 3 clusters Score -7098252 nChanged 30382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -7115465.000000 Penalty: 3298.973633
	Iteration 1F: 3 clusters Score -7115465 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -7116655.500000 Penalty: 3298.973633
	Iteration 2Q: 3 clusters Score -7116656 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -7118104.500000 Penalty: 3298.973633
	Iteration 3F: 3 clusters Score -7118104 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -7120078.500000 Penalty: 3298.973633
	Iteration 4F: 3 clusters Score -7120078 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -7122542.500000 Penalty: 3298.973633
	Iteration 5F: 3 clusters Score -7122542 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -7125521.000000 Penalty: 3298.973633
	Iteration 6F: 3 clusters Score -7125521 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -7128588.500000 Penalty: 3298.973633
	Iteration 7F: 3 clusters Score -7128588 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -7131757.000000 Penalty: 3298.973633
	Iteration 8F: 3 clusters Score -7131757 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -7134508.500000 Penalty: 3298.973633
	Iteration 9F: 3 clusters Score -7134508 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -7136724.000000 Penalty: 3298.973633
	Iteration 10Q: 3 clusters Score -7136724 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -7138253.500000 Penalty: 3298.973633
	Iteration 11Q: 3 clusters Score -7138254 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -7139138.500000 Penalty: 3298.973633
	Iteration 12Q: 3 clusters Score -7139138 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -7139594.000000 Penalty: 3298.973633
	Iteration 13Q: 3 clusters Score -7139594 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -7139770.000000 Penalty: 3298.973633
	Iteration 14Q: 3 clusters Score -7139770 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -7139866.000000 Penalty: 3298.973633
	Iteration 15Q: 3 clusters Score -7139866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -7139916.000000 Penalty: 3298.973633
	Iteration 16Q: 3 clusters Score -7139916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -7139952.500000 Penalty: 3298.973633
	Iteration 17Q: 3 clusters Score -7139952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -7139977.500000 Penalty: 3298.973633
	Iteration 18Q: 3 clusters Score -7139978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -7139995.000000 Penalty: 3298.973633
	Iteration 19Q: 3 clusters Score -7139995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -7140011.500000 Penalty: 3298.973633
	Iteration 20F: 3 clusters Score -7140012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -7140020.000000 Penalty: 3298.973633
	Iteration 21Q: 3 clusters Score -7140020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -7140031.500000 Penalty: 3298.973633
	Iteration 22Q: 3 clusters Score -7140032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -7140047.500000 Penalty: 3298.973633
	Iteration 23Q: 3 clusters Score -7140048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -7140058.500000 Penalty: 3298.973633
	Iteration 24Q: 3 clusters Score -7140058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -7140080.000000 Penalty: 3298.973633
	Iteration 25Q: 3 clusters Score -7140080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -7140106.000000 Penalty: 3298.973633
	Iteration 26Q: 3 clusters Score -7140106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -7140174.000000 Penalty: 3298.973633
	Iteration 27Q: 3 clusters Score -7140174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -7140272.500000 Penalty: 3298.973633
	Iteration 28Q: 3 clusters Score -7140272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -7140325.500000 Penalty: 3298.973633
	Iteration 29Q: 3 clusters Score -7140326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -7140373.000000 Penalty: 3298.973633
	Iteration 30Q: 3 clusters Score -7140373 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -7140417.000000 Penalty: 3298.973633
	Iteration 31Q: 3 clusters Score -7140417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -7140435.500000 Penalty: 3298.973633
	Iteration 32Q: 3 clusters Score -7140436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -7140447.500000 Penalty: 3298.973633
	Iteration 33Q: 3 clusters Score -7140448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -7140452.500000 Penalty: 3298.973633
	Iteration 34Q: 3 clusters Score -7140452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -7140463.500000 Penalty: 3298.973633
	Iteration 35Q: 3 clusters Score -7140464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -7140471.500000 Penalty: 3298.973633
	Iteration 36Q: 3 clusters Score -7140472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -7140471.000000 Penalty: 3298.973633
	Iteration 37Q: 3 clusters Score -7140471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -7140471.000000 Penalty: 3298.973633
	Iteration 38Q: 3 clusters Score -7140471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -7140472.000000 Penalty: 3298.973633
	Iteration 39Q: 3 clusters Score -7140472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -7140480.000000 Penalty: 3298.973633
	Iteration 40F: 3 clusters Score -7140480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -7140477.000000 Penalty: 3298.973633
	Iteration 41Q: 3 clusters Score -7140477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -7140479.000000 Penalty: 3298.973633
	Iteration 42Q: 3 clusters Score -7140479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -7140481.500000 Penalty: 3298.973633
	Iteration 43Q: 3 clusters Score -7140482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -7140483.000000 Penalty: 3298.973633
	Iteration 44Q: 3 clusters Score -7140483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -7140486.000000 Penalty: 3298.973633
	Iteration 45Q: 3 clusters Score -7140486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -7140489.000000 Penalty: 3298.973633
	Iteration 46Q: 3 clusters Score -7140489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -7140491.000000 Penalty: 3298.973633
	Iteration 47Q: 3 clusters Score -7140491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -7140495.500000 Penalty: 3298.973633
	Iteration 48Q: 3 clusters Score -7140496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -7140496.500000 Penalty: 3298.973633
	Iteration 49Q: 3 clusters Score -7140496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -7140496.500000 Penalty: 3298.973633
	Iteration 50Q: 3 clusters Score -7140496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -7140494.000000 Penalty: 3298.973633
	Iteration 51Q: 3 clusters Score -7140494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -7140498.000000 Penalty: 3298.973633
	Iteration 52Q: 3 clusters Score -7140498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -7140495.500000 Penalty: 3298.973633
	Iteration 53Q: 3 clusters Score -7140496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -7140494.500000 Penalty: 3298.973633
	Iteration 54Q: 3 clusters Score -7140494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -7140495.500000 Penalty: 3298.973633
	Iteration 55Q: 3 clusters Score -7140496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -7140508.000000 Penalty: 3298.973633
	Iteration 56Q: 3 clusters Score -7140508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -7140508.500000 Penalty: 3298.973633
	Iteration 57Q: 3 clusters Score -7140508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -7140516.500000 Penalty: 3298.973633
	Iteration 58Q: 3 clusters Score -7140516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -7140520.500000 Penalty: 3298.973633
	Iteration 59Q: 3 clusters Score -7140520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -7140518.500000 Penalty: 3298.973633
	Iteration 60F: 3 clusters Score -7140518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -7140524.000000 Penalty: 3298.973633
	Iteration 61Q: 3 clusters Score -7140524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -7140528.500000 Penalty: 3298.973633
	Iteration 62Q: 3 clusters Score -7140528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -7140537.500000 Penalty: 3298.973633
	Iteration 63Q: 3 clusters Score -7140538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -7140550.000000 Penalty: 3298.973633
	Iteration 64Q: 3 clusters Score -7140550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -7140554.500000 Penalty: 3298.973633
	Iteration 65Q: 3 clusters Score -7140554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -7140548.500000 Penalty: 3298.973633
	Iteration 66Q: 3 clusters Score -7140548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -7140548.000000 Penalty: 3298.973633
	Iteration 67Q: 3 clusters Score -7140548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -7140554.500000 Penalty: 3298.973633
	Iteration 68Q: 3 clusters Score -7140554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -7140556.500000 Penalty: 3298.973633
	Iteration 69Q: 3 clusters Score -7140556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -7140554.000000 Penalty: 3298.973633
	Iteration 70Q: 3 clusters Score -7140554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -7140561.500000 Penalty: 3298.973633
	Iteration 71Q: 3 clusters Score -7140562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -7140559.500000 Penalty: 3298.973633
	Iteration 72Q: 3 clusters Score -7140560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -7140570.500000 Penalty: 3298.973633
	Iteration 73Q: 3 clusters Score -7140570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -7140574.500000 Penalty: 3298.973633
	Iteration 74Q: 3 clusters Score -7140574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -7140575.000000 Penalty: 3298.973633
	Iteration 75Q: 3 clusters Score -7140575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -7140576.500000 Penalty: 3298.973633
	Iteration 76Q: 3 clusters Score -7140576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -7140585.500000 Penalty: 3298.973633
	Iteration 77Q: 3 clusters Score -7140586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -7140588.500000 Penalty: 3298.973633
	Iteration 78Q: 3 clusters Score -7140588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -7140597.000000 Penalty: 3298.973633
	Iteration 79Q: 3 clusters Score -7140597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -7140596.000000 Penalty: 3298.973633
	Iteration 80F: 3 clusters Score -7140596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -7140595.000000 Penalty: 3298.973633
	Iteration 81Q: 3 clusters Score -7140595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -7140595.000000 Penalty: 3298.973633
	Iteration 82F: 3 clusters Score -7140595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -250641.343750 Penalty: 1156.773438
	Iteration 0F: 2 clusters Score -250641.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -248569.390625 Penalty: 2313.546875
	Iteration 0F: 3 clusters Score -248569.4 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -249097.781250 Penalty: 2313.546875
	Iteration 1F: 3 clusters Score -249097.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249217.250000 Penalty: 2313.546875
	Iteration 2F: 3 clusters Score -249217.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -249286.046875 Penalty: 2313.546875
	Iteration 3Q: 3 clusters Score -249286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -249334.953125 Penalty: 2313.546875
	Iteration 4Q: 3 clusters Score -249335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -249369.140625 Penalty: 2313.546875
	Iteration 5Q: 3 clusters Score -249369.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249410.171875 Penalty: 2313.546875
	Iteration 6Q: 3 clusters Score -249410.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -249475.500000 Penalty: 2313.546875
	Iteration 7Q: 3 clusters Score -249475.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -249566.406250 Penalty: 2313.546875
	Iteration 8Q: 3 clusters Score -249566.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -249632.000000 Penalty: 2313.546875
	Iteration 9Q: 3 clusters Score -249632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -249690.390625 Penalty: 2313.546875
	Iteration 10Q: 3 clusters Score -249690.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -249731.312500 Penalty: 2313.546875
	Iteration 11Q: 3 clusters Score -249731.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -249769.937500 Penalty: 2313.546875
	Iteration 12Q: 3 clusters Score -249769.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -249816.687500 Penalty: 2313.546875
	Iteration 13Q: 3 clusters Score -249816.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -249858.578125 Penalty: 2313.546875
	Iteration 14Q: 3 clusters Score -249858.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -249904.843750 Penalty: 2313.546875
	Iteration 15Q: 3 clusters Score -249904.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -249942.906250 Penalty: 2313.546875
	Iteration 16Q: 3 clusters Score -249942.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -249971.562500 Penalty: 2313.546875
	Iteration 17Q: 3 clusters Score -249971.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -249991.140625 Penalty: 2313.546875
	Iteration 18Q: 3 clusters Score -249991.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -250007.078125 Penalty: 2313.546875
	Iteration 19Q: 3 clusters Score -250007.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -250022.750000 Penalty: 2313.546875
	Iteration 20F: 3 clusters Score -250022.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -250036.750000 Penalty: 2313.546875
	Iteration 21Q: 3 clusters Score -250036.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -250048.484375 Penalty: 2313.546875
	Iteration 22Q: 3 clusters Score -250048.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -250056.453125 Penalty: 2313.546875
	Iteration 23Q: 3 clusters Score -250056.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -250062.171875 Penalty: 2313.546875
	Iteration 24Q: 3 clusters Score -250062.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -250078.875000 Penalty: 2313.546875
	Iteration 25Q: 3 clusters Score -250078.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -250101.062500 Penalty: 2313.546875
	Iteration 26Q: 3 clusters Score -250101.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -250117.296875 Penalty: 2313.546875
	Iteration 27Q: 3 clusters Score -250117.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -250126.625000 Penalty: 2313.546875
	Iteration 28Q: 3 clusters Score -250126.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -250134.375000 Penalty: 2313.546875
	Iteration 29Q: 3 clusters Score -250134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -250142.953125 Penalty: 2313.546875
	Iteration 30Q: 3 clusters Score -250143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -250149.562500 Penalty: 2313.546875
	Iteration 31Q: 3 clusters Score -250149.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -250155.359375 Penalty: 2313.546875
	Iteration 32Q: 3 clusters Score -250155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -250160.859375 Penalty: 2313.546875
	Iteration 33Q: 3 clusters Score -250160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -250163.390625 Penalty: 2313.546875
	Iteration 34Q: 3 clusters Score -250163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -250168.281250 Penalty: 2313.546875
	Iteration 35Q: 3 clusters Score -250168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -250172.500000 Penalty: 2313.546875
	Iteration 36Q: 3 clusters Score -250172.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -250173.890625 Penalty: 2313.546875
	Iteration 37Q: 3 clusters Score -250173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -250174.359375 Penalty: 2313.546875
	Iteration 38Q: 3 clusters Score -250174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -250175.750000 Penalty: 2313.546875
	Iteration 39Q: 3 clusters Score -250175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -250176.265625 Penalty: 2313.546875
	Iteration 40F: 3 clusters Score -250176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -250176.593750 Penalty: 2313.546875
	Iteration 41Q: 3 clusters Score -250176.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -250176.593750 Penalty: 2313.546875
	Iteration 42F: 3 clusters Score -250176.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -163436.093750 Penalty: 1092.219849
	Iteration 0F: 2 clusters Score -163436.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -161821.296875 Penalty: 2184.439697
	Iteration 0F: 3 clusters Score -161821.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162175.750000 Penalty: 2184.439697
	Iteration 1F: 3 clusters Score -162175.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -162279.421875 Penalty: 2184.439697
	Iteration 2F: 3 clusters Score -162279.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162345.718750 Penalty: 2184.439697
	Iteration 3Q: 3 clusters Score -162345.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162378.656250 Penalty: 2184.439697
	Iteration 4Q: 3 clusters Score -162378.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -162405.343750 Penalty: 2184.439697
	Iteration 5Q: 3 clusters Score -162405.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -162427.156250 Penalty: 2184.439697
	Iteration 6Q: 3 clusters Score -162427.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -162448.500000 Penalty: 2184.439697
	Iteration 7Q: 3 clusters Score -162448.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162463.953125 Penalty: 2184.439697
	Iteration 8Q: 3 clusters Score -162464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -162477.453125 Penalty: 2184.439697
	Iteration 9Q: 3 clusters Score -162477.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162490.203125 Penalty: 2184.439697
	Iteration 10Q: 3 clusters Score -162490.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -162497.687500 Penalty: 2184.439697
	Iteration 11Q: 3 clusters Score -162497.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162504.718750 Penalty: 2184.439697
	Iteration 12Q: 3 clusters Score -162504.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162508.421875 Penalty: 2184.439697
	Iteration 13Q: 3 clusters Score -162508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162511.484375 Penalty: 2184.439697
	Iteration 14Q: 3 clusters Score -162511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162514.640625 Penalty: 2184.439697
	Iteration 15Q: 3 clusters Score -162514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162517.296875 Penalty: 2184.439697
	Iteration 16Q: 3 clusters Score -162517.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -162518.906250 Penalty: 2184.439697
	Iteration 17Q: 3 clusters Score -162518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -162519.703125 Penalty: 2184.439697
	Iteration 18Q: 3 clusters Score -162519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162520.437500 Penalty: 2184.439697
	Iteration 19Q: 3 clusters Score -162520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162520.437500 Penalty: 2184.439697
	Iteration 20F: 3 clusters Score -162520.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Entering Unmasked Estep 
Score: -2959495.750000 Penalty: 1515.827271
	Iteration 0F: 2 clusters Score -2959496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2942035.000000 Penalty: 3031.654541
	Iteration 0F: 3 clusters Score -2942035 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2948660.250000 Penalty: 3031.654541
	Iteration 1F: 3 clusters Score -2948660 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2949314.500000 Penalty: 3031.654541
	Iteration 2F: 3 clusters Score -2949314 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2950017.250000 Penalty: 3031.654541
	Iteration 3F: 3 clusters Score -2950017 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2950886.000000 Penalty: 3031.654541
	Iteration 4F: 3 clusters Score -2950886 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2951882.250000 Penalty: 3031.654541
	Iteration 5F: 3 clusters Score -2951882 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2952867.000000 Penalty: 3031.654541
	Iteration 6F: 3 clusters Score -2952867 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2953739.500000 Penalty: 3031.654541
	Iteration 7F: 3 clusters Score -2953740 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2954484.250000 Penalty: 3031.654541
	Iteration 8F: 3 clusters Score -2954484 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2955097.000000 Penalty: 3031.654541
	Iteration 9Q: 3 clusters Score -2955097 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2955610.750000 Penalty: 3031.654541
	Iteration 10Q: 3 clusters Score -2955611 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2956123.500000 Penalty: 3031.654541
	Iteration 11Q: 3 clusters Score -2956124 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2956533.500000 Penalty: 3031.654541
	Iteration 12Q: 3 clusters Score -2956534 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2956896.250000 Penalty: 3031.654541
	Iteration 13Q: 3 clusters Score -2956896 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2957229.000000 Penalty: 3031.654541
	Iteration 14Q: 3 clusters Score -2957229 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -2957481.750000 Penalty: 3031.654541
	Iteration 15Q: 3 clusters Score -2957482 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2957661.750000 Penalty: 3031.654541
	Iteration 16Q: 3 clusters Score -2957662 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2957812.500000 Penalty: 3031.654541
	Iteration 17Q: 3 clusters Score -2957812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -2957908.250000 Penalty: 3031.654541
	Iteration 18Q: 3 clusters Score -2957908 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2957976.000000 Penalty: 3031.654541
	Iteration 19Q: 3 clusters Score -2957976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2958046.750000 Penalty: 3031.654541
	Iteration 20F: 3 clusters Score -2958047 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -2958100.750000 Penalty: 3031.654541
	Iteration 21Q: 3 clusters Score -2958101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -2958138.500000 Penalty: 3031.654541
	Iteration 22Q: 3 clusters Score -2958138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2958169.250000 Penalty: 3031.654541
	Iteration 23Q: 3 clusters Score -2958169 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2958211.750000 Penalty: 3031.654541
	Iteration 24Q: 3 clusters Score -2958212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -2958250.500000 Penalty: 3031.654541
	Iteration 25Q: 3 clusters Score -2958250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -2958272.000000 Penalty: 3031.654541
	Iteration 26Q: 3 clusters Score -2958272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -2958274.000000 Penalty: 3031.654541
	Iteration 27Q: 3 clusters Score -2958274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -2958284.500000 Penalty: 3031.654541
	Iteration 28Q: 3 clusters Score -2958284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -2958288.250000 Penalty: 3031.654541
	Iteration 29Q: 3 clusters Score -2958288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -2958295.750000 Penalty: 3031.654541
	Iteration 30Q: 3 clusters Score -2958296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -2958299.250000 Penalty: 3031.654541
	Iteration 31Q: 3 clusters Score -2958299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -2958300.500000 Penalty: 3031.654541
	Iteration 32Q: 3 clusters Score -2958300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -2958308.250000 Penalty: 3031.654541
	Iteration 33Q: 3 clusters Score -2958308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -2958303.500000 Penalty: 3031.654541
	Iteration 34Q: 3 clusters Score -2958304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -2958305.500000 Penalty: 3031.654541
	Iteration 35Q: 3 clusters Score -2958306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -2958301.500000 Penalty: 3031.654541
	Iteration 36Q: 3 clusters Score -2958302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -2958300.000000 Penalty: 3031.654541
	Iteration 37Q: 3 clusters Score -2958300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -2958301.750000 Penalty: 3031.654541
	Iteration 38Q: 3 clusters Score -2958302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2958304.750000 Penalty: 3031.654541
	Iteration 39Q: 3 clusters Score -2958305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2958306.750000 Penalty: 3031.654541
	Iteration 40F: 3 clusters Score -2958307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2958309.000000 Penalty: 3031.654541
	Iteration 41Q: 3 clusters Score -2958309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2958309.000000 Penalty: 3031.654541
	Iteration 42F: 3 clusters Score -2958309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Entering Unmasked Estep 
Score: -2289580.500000 Penalty: 1492.245728
	Iteration 0F: 2 clusters Score -2289580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2274786.000000 Penalty: 2984.491455
	Iteration 0F: 3 clusters Score -2274786 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2280050.500000 Penalty: 2984.491455
	Iteration 1F: 3 clusters Score -2280050 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2280442.000000 Penalty: 2984.491455
	Iteration 2Q: 3 clusters Score -2280442 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2280830.750000 Penalty: 2984.491455
	Iteration 3Q: 3 clusters Score -2280831 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2281177.250000 Penalty: 2984.491455
	Iteration 4Q: 3 clusters Score -2281177 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2281476.250000 Penalty: 2984.491455
	Iteration 5Q: 3 clusters Score -2281476 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2281749.000000 Penalty: 2984.491455
	Iteration 6Q: 3 clusters Score -2281749 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2282001.750000 Penalty: 2984.491455
	Iteration 7Q: 3 clusters Score -2282002 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2282216.250000 Penalty: 2984.491455
	Iteration 8Q: 3 clusters Score -2282216 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2282397.000000 Penalty: 2984.491455
	Iteration 9Q: 3 clusters Score -2282397 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2282572.500000 Penalty: 2984.491455
	Iteration 10Q: 3 clusters Score -2282572 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2282759.000000 Penalty: 2984.491455
	Iteration 11Q: 3 clusters Score -2282759 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2282980.750000 Penalty: 2984.491455
	Iteration 12Q: 3 clusters Score -2282981 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2283222.000000 Penalty: 2984.491455
	Iteration 13Q: 3 clusters Score -2283222 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2283549.250000 Penalty: 2984.491455
	Iteration 14Q: 3 clusters Score -2283549 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2284042.000000 Penalty: 2984.491455
	Iteration 15Q: 3 clusters Score -2284042 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2284761.500000 Penalty: 2984.491455
	Iteration 16Q: 3 clusters Score -2284762 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2285770.500000 Penalty: 2984.491455
	Iteration 17F: 3 clusters Score -2285770 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2287008.000000 Penalty: 2984.491455
	Iteration 18F: 3 clusters Score -2287008 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2288218.000000 Penalty: 2984.491455
	Iteration 19F: 3 clusters Score -2288218 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2289413.000000 Penalty: 2984.491455
	Iteration 20F: 3 clusters Score -2289413 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2290431.000000 Penalty: 2984.491455
	Iteration 21Q: 3 clusters Score -2290431 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2291139.250000 Penalty: 2984.491455
	Iteration 22Q: 3 clusters Score -2291139 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2291566.250000 Penalty: 2984.491455
	Iteration 23Q: 3 clusters Score -2291566 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2291788.000000 Penalty: 2984.491455
	Iteration 24Q: 3 clusters Score -2291788 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2291900.750000 Penalty: 2984.491455
	Iteration 25Q: 3 clusters Score -2291901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2291967.250000 Penalty: 2984.491455
	Iteration 26Q: 3 clusters Score -2291967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2292002.750000 Penalty: 2984.491455
	Iteration 27Q: 3 clusters Score -2292003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2292016.500000 Penalty: 2984.491455
	Iteration 28Q: 3 clusters Score -2292016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2292039.000000 Penalty: 2984.491455
	Iteration 29Q: 3 clusters Score -2292039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2292054.750000 Penalty: 2984.491455
	Iteration 30Q: 3 clusters Score -2292055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2292063.500000 Penalty: 2984.491455
	Iteration 31Q: 3 clusters Score -2292064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2292074.500000 Penalty: 2984.491455
	Iteration 32Q: 3 clusters Score -2292074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2292077.500000 Penalty: 2984.491455
	Iteration 33Q: 3 clusters Score -2292078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2292079.250000 Penalty: 2984.491455
	Iteration 34Q: 3 clusters Score -2292079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2292079.250000 Penalty: 2984.491455
	Iteration 35Q: 3 clusters Score -2292079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2292083.250000 Penalty: 2984.491455
	Iteration 36Q: 3 clusters Score -2292083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2292083.250000 Penalty: 2984.491455
	Iteration 37Q: 3 clusters Score -2292083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2292085.000000 Penalty: 2984.491455
	Iteration 38Q: 3 clusters Score -2292085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2292084.250000 Penalty: 2984.491455
	Iteration 39Q: 3 clusters Score -2292084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2292085.500000 Penalty: 2984.491455
	Iteration 40F: 3 clusters Score -2292086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2292086.500000 Penalty: 2984.491455
	Iteration 41Q: 3 clusters Score -2292086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2292088.500000 Penalty: 2984.491455
	Iteration 42Q: 3 clusters Score -2292088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2292092.250000 Penalty: 2984.491455
	Iteration 43Q: 3 clusters Score -2292092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2292093.750000 Penalty: 2984.491455
	Iteration 44Q: 3 clusters Score -2292094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2292094.250000 Penalty: 2984.491455
	Iteration 45Q: 3 clusters Score -2292094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2292096.250000 Penalty: 2984.491455
	Iteration 46Q: 3 clusters Score -2292096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2292097.750000 Penalty: 2984.491455
	Iteration 47Q: 3 clusters Score -2292098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2292096.250000 Penalty: 2984.491455
	Iteration 48Q: 3 clusters Score -2292096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2292096.250000 Penalty: 2984.491455
	Iteration 49F: 3 clusters Score -2292096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 26556 members 
Mstep: Class 5 contains 21289 members 
Mstep: Class 6 contains 93533 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40492 members 
Mstep: Class 9 contains 10632 members 
Mstep: Class 10 contains 31212 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 33122 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3186 members 
Mstep: Class 19 contains 38158 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 40188 members 
Mstep: Class 22 contains 1913 members 
Mstep: Class 23 contains 56444 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61375 members 
Mstep: Class 27 contains 5965 members 
Mstep: Class 28 contains 1375 members 
Entering Unmasked Estep 
Score: -78881008.000000 Penalty: 56277.878906
Splitting cluster 5 changes total score from -78879160.000000 to -78881008.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 6 (93533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93533 members 
Entering Unmasked Estep 
Score: -10355712.000000 Penalty: 1703.175171
	Iteration 0F: 2 clusters Score -1.035571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -10294471.000000 Penalty: 3406.350342
	Iteration 0F: 3 clusters Score -1.029447e+07 nChanged 44104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -10320327.000000 Penalty: 3406.350342
	Iteration 1F: 3 clusters Score -1.032033e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -10321526.000000 Penalty: 3406.350342
	Iteration 2Q: 3 clusters Score -1.032153e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -10323046.000000 Penalty: 3406.350342
	Iteration 3Q: 3 clusters Score -1.032305e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -10324945.000000 Penalty: 3406.350342
	Iteration 4Q: 3 clusters Score -1.032494e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -10327490.000000 Penalty: 3406.350342
	Iteration 5F: 3 clusters Score -1.032749e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -10330347.000000 Penalty: 3406.350342
	Iteration 6F: 3 clusters Score -1.033035e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -10333011.000000 Penalty: 3406.350342
	Iteration 7F: 3 clusters Score -1.033301e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -10335169.000000 Penalty: 3406.350342
	Iteration 8F: 3 clusters Score -1.033517e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -10336784.000000 Penalty: 3406.350342
	Iteration 9Q: 3 clusters Score -1.033678e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -10337971.000000 Penalty: 3406.350342
	Iteration 10Q: 3 clusters Score -1.033797e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -10339063.000000 Penalty: 3406.350342
	Iteration 11Q: 3 clusters Score -1.033906e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -10340291.000000 Penalty: 3406.350342
	Iteration 12Q: 3 clusters Score -1.034029e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -10341771.000000 Penalty: 3406.350342
	Iteration 13Q: 3 clusters Score -1.034177e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -10343539.000000 Penalty: 3406.350342
	Iteration 14Q: 3 clusters Score -1.034354e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -10345604.000000 Penalty: 3406.350342
	Iteration 15Q: 3 clusters Score -1.03456e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -10347674.000000 Penalty: 3406.350342
	Iteration 16Q: 3 clusters Score -1.034767e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -10349698.000000 Penalty: 3406.350342
	Iteration 17Q: 3 clusters Score -1.03497e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80861 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -10351255.000000 Penalty: 3406.350342
	Iteration 18Q: 3 clusters Score -1.035126e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -10352525.000000 Penalty: 3406.350342
	Iteration 19Q: 3 clusters Score -1.035252e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -10353468.000000 Penalty: 3406.350342
	Iteration 20F: 3 clusters Score -1.035347e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86895 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -10354125.000000 Penalty: 3406.350342
	Iteration 21Q: 3 clusters Score -1.035412e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -10354551.000000 Penalty: 3406.350342
	Iteration 22Q: 3 clusters Score -1.035455e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -10354862.000000 Penalty: 3406.350342
	Iteration 23Q: 3 clusters Score -1.035486e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -10355066.000000 Penalty: 3406.350342
	Iteration 24Q: 3 clusters Score -1.035507e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -10355166.000000 Penalty: 3406.350342
	Iteration 25Q: 3 clusters Score -1.035517e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -10355264.000000 Penalty: 3406.350342
	Iteration 26Q: 3 clusters Score -1.035526e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -10355337.000000 Penalty: 3406.350342
	Iteration 27Q: 3 clusters Score -1.035534e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -10355362.000000 Penalty: 3406.350342
	Iteration 28Q: 3 clusters Score -1.035536e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -10355420.000000 Penalty: 3406.350342
	Iteration 29Q: 3 clusters Score -1.035542e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -10355455.000000 Penalty: 3406.350342
	Iteration 30Q: 3 clusters Score -1.035546e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -10355473.000000 Penalty: 3406.350342
	Iteration 31Q: 3 clusters Score -1.035547e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -10355477.000000 Penalty: 3406.350342
	Iteration 32Q: 3 clusters Score -1.035548e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -10355472.000000 Penalty: 3406.350342
	Iteration 33Q: 3 clusters Score -1.035547e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -10355476.000000 Penalty: 3406.350342
	Iteration 34Q: 3 clusters Score -1.035548e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -10355476.000000 Penalty: 3406.350342
	Iteration 35Q: 3 clusters Score -1.035548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10355485.000000 Penalty: 3406.350342
	Iteration 36Q: 3 clusters Score -1.035548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90958 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -10355490.000000 Penalty: 3406.350342
	Iteration 37Q: 3 clusters Score -1.035549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90981 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -10355495.000000 Penalty: 3406.350342
	Iteration 38Q: 3 clusters Score -1.03555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10355489.000000 Penalty: 3406.350342
	Iteration 39Q: 3 clusters Score -1.035549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -10355488.000000 Penalty: 3406.350342
	Iteration 40F: 3 clusters Score -1.035549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -10355493.000000 Penalty: 3406.350342
	Iteration 41Q: 3 clusters Score -1.035549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -10355494.000000 Penalty: 3406.350342
	Iteration 42Q: 3 clusters Score -1.035549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -10355496.000000 Penalty: 3406.350342
	Iteration 43Q: 3 clusters Score -1.03555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91024 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -10355500.000000 Penalty: 3406.350342
	Iteration 44Q: 3 clusters Score -1.03555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -10355501.000000 Penalty: 3406.350342
	Iteration 45Q: 3 clusters Score -1.03555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -10355496.000000 Penalty: 3406.350342
	Iteration 46Q: 3 clusters Score -1.03555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -10355496.000000 Penalty: 3406.350342
	Iteration 47Q: 3 clusters Score -1.03555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -10355502.000000 Penalty: 3406.350342
	Iteration 48Q: 3 clusters Score -1.03555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -10355495.000000 Penalty: 3406.350342
	Iteration 49Q: 3 clusters Score -1.03555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -10355503.000000 Penalty: 3406.350342
	Iteration 50Q: 3 clusters Score -1.03555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -10355500.000000 Penalty: 3406.350342
	Iteration 51Q: 3 clusters Score -1.03555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -10355507.000000 Penalty: 3406.350342
	Iteration 52Q: 3 clusters Score -1.035551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -10355500.000000 Penalty: 3406.350342
	Iteration 53Q: 3 clusters Score -1.03555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -10355497.000000 Penalty: 3406.350342
	Iteration 54Q: 3 clusters Score -1.03555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -10355503.000000 Penalty: 3406.350342
	Iteration 55Q: 3 clusters Score -1.03555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -10355499.000000 Penalty: 3406.350342
	Iteration 56Q: 3 clusters Score -1.03555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -10355498.000000 Penalty: 3406.350342
	Iteration 57Q: 3 clusters Score -1.03555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -10355501.000000 Penalty: 3406.350342
	Iteration 58Q: 3 clusters Score -1.03555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -10355501.000000 Penalty: 3406.350342
	Iteration 59F: 3 clusters Score -1.03555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Entering Unmasked Estep 
Score: -2124782.500000 Penalty: 1466.077026
	Iteration 0F: 2 clusters Score -2124782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2112412.750000 Penalty: 2932.154053
	Iteration 0F: 3 clusters Score -2112413 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2116750.250000 Penalty: 2932.154053
	Iteration 1F: 3 clusters Score -2116750 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2117194.000000 Penalty: 2932.154053
	Iteration 2F: 3 clusters Score -2117194 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2117557.000000 Penalty: 2932.154053
	Iteration 3Q: 3 clusters Score -2117557 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2117864.750000 Penalty: 2932.154053
	Iteration 4Q: 3 clusters Score -2117865 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2118147.250000 Penalty: 2932.154053
	Iteration 5Q: 3 clusters Score -2118147 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2118416.000000 Penalty: 2932.154053
	Iteration 6Q: 3 clusters Score -2118416 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2118667.250000 Penalty: 2932.154053
	Iteration 7Q: 3 clusters Score -2118667 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2118885.500000 Penalty: 2932.154053
	Iteration 8Q: 3 clusters Score -2118886 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2119109.500000 Penalty: 2932.154053
	Iteration 9Q: 3 clusters Score -2119110 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2119325.500000 Penalty: 2932.154053
	Iteration 10Q: 3 clusters Score -2119326 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2119541.500000 Penalty: 2932.154053
	Iteration 11Q: 3 clusters Score -2119542 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2119741.250000 Penalty: 2932.154053
	Iteration 12Q: 3 clusters Score -2119741 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2119907.250000 Penalty: 2932.154053
	Iteration 13Q: 3 clusters Score -2119907 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2120058.000000 Penalty: 2932.154053
	Iteration 14Q: 3 clusters Score -2120058 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2120191.250000 Penalty: 2932.154053
	Iteration 15Q: 3 clusters Score -2120191 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2120289.750000 Penalty: 2932.154053
	Iteration 16Q: 3 clusters Score -2120290 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2120395.500000 Penalty: 2932.154053
	Iteration 17Q: 3 clusters Score -2120396 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2120498.000000 Penalty: 2932.154053
	Iteration 18Q: 3 clusters Score -2120498 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2120592.500000 Penalty: 2932.154053
	Iteration 19Q: 3 clusters Score -2120592 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2120663.750000 Penalty: 2932.154053
	Iteration 20F: 3 clusters Score -2120664 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2120763.250000 Penalty: 2932.154053
	Iteration 21Q: 3 clusters Score -2120763 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2120879.000000 Penalty: 2932.154053
	Iteration 22Q: 3 clusters Score -2120879 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2120994.750000 Penalty: 2932.154053
	Iteration 23Q: 3 clusters Score -2120995 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2121137.500000 Penalty: 2932.154053
	Iteration 24Q: 3 clusters Score -2121138 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2121305.750000 Penalty: 2932.154053
	Iteration 25Q: 3 clusters Score -2121306 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2121500.500000 Penalty: 2932.154053
	Iteration 26Q: 3 clusters Score -2121500 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2121720.000000 Penalty: 2932.154053
	Iteration 27Q: 3 clusters Score -2121720 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2121964.500000 Penalty: 2932.154053
	Iteration 28Q: 3 clusters Score -2121964 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2122202.500000 Penalty: 2932.154053
	Iteration 29Q: 3 clusters Score -2122202 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2122438.000000 Penalty: 2932.154053
	Iteration 30Q: 3 clusters Score -2122438 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2122663.500000 Penalty: 2932.154053
	Iteration 31Q: 3 clusters Score -2122664 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2122854.250000 Penalty: 2932.154053
	Iteration 32Q: 3 clusters Score -2122854 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2123021.750000 Penalty: 2932.154053
	Iteration 33Q: 3 clusters Score -2123022 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2123151.500000 Penalty: 2932.154053
	Iteration 34Q: 3 clusters Score -2123152 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2123285.500000 Penalty: 2932.154053
	Iteration 35Q: 3 clusters Score -2123286 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2123401.250000 Penalty: 2932.154053
	Iteration 36Q: 3 clusters Score -2123401 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2123501.250000 Penalty: 2932.154053
	Iteration 37Q: 3 clusters Score -2123501 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2123566.750000 Penalty: 2932.154053
	Iteration 38Q: 3 clusters Score -2123567 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2123627.500000 Penalty: 2932.154053
	Iteration 39Q: 3 clusters Score -2123628 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2123668.250000 Penalty: 2932.154053
	Iteration 40F: 3 clusters Score -2123668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2123697.500000 Penalty: 2932.154053
	Iteration 41Q: 3 clusters Score -2123698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2123713.250000 Penalty: 2932.154053
	Iteration 42Q: 3 clusters Score -2123713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2123730.500000 Penalty: 2932.154053
	Iteration 43Q: 3 clusters Score -2123730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2123740.500000 Penalty: 2932.154053
	Iteration 44Q: 3 clusters Score -2123740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2123751.250000 Penalty: 2932.154053
	Iteration 45Q: 3 clusters Score -2123751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2123759.750000 Penalty: 2932.154053
	Iteration 46Q: 3 clusters Score -2123760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2123774.000000 Penalty: 2932.154053
	Iteration 47Q: 3 clusters Score -2123774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2123781.000000 Penalty: 2932.154053
	Iteration 48Q: 3 clusters Score -2123781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2123787.500000 Penalty: 2932.154053
	Iteration 49Q: 3 clusters Score -2123788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2123799.750000 Penalty: 2932.154053
	Iteration 50Q: 3 clusters Score -2123800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2123810.250000 Penalty: 2932.154053
	Iteration 51Q: 3 clusters Score -2123810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2123821.500000 Penalty: 2932.154053
	Iteration 52Q: 3 clusters Score -2123822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2123829.750000 Penalty: 2932.154053
	Iteration 53Q: 3 clusters Score -2123830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2123831.750000 Penalty: 2932.154053
	Iteration 54Q: 3 clusters Score -2123832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2123835.000000 Penalty: 2932.154053
	Iteration 55Q: 3 clusters Score -2123835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2123833.250000 Penalty: 2932.154053
	Iteration 56Q: 3 clusters Score -2123833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2123835.500000 Penalty: 2932.154053
	Iteration 57Q: 3 clusters Score -2123836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2123837.750000 Penalty: 2932.154053
	Iteration 58Q: 3 clusters Score -2123838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2123841.000000 Penalty: 2932.154053
	Iteration 59Q: 3 clusters Score -2123841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2123844.500000 Penalty: 2932.154053
	Iteration 60F: 3 clusters Score -2123844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2123847.500000 Penalty: 2932.154053
	Iteration 61Q: 3 clusters Score -2123848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2123851.000000 Penalty: 2932.154053
	Iteration 62Q: 3 clusters Score -2123851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2123852.750000 Penalty: 2932.154053
	Iteration 63Q: 3 clusters Score -2123853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2123852.750000 Penalty: 2932.154053
	Iteration 64Q: 3 clusters Score -2123853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2123855.000000 Penalty: 2932.154053
	Iteration 65Q: 3 clusters Score -2123855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2123856.000000 Penalty: 2932.154053
	Iteration 66Q: 3 clusters Score -2123856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2123858.500000 Penalty: 2932.154053
	Iteration 67Q: 3 clusters Score -2123858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2123858.000000 Penalty: 2932.154053
	Iteration 68Q: 3 clusters Score -2123858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2123864.000000 Penalty: 2932.154053
	Iteration 69Q: 3 clusters Score -2123864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2123865.500000 Penalty: 2932.154053
	Iteration 70Q: 3 clusters Score -2123866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2123870.000000 Penalty: 2932.154053
	Iteration 71Q: 3 clusters Score -2123870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2123873.250000 Penalty: 2932.154053
	Iteration 72Q: 3 clusters Score -2123873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2123876.250000 Penalty: 2932.154053
	Iteration 73Q: 3 clusters Score -2123876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2123877.250000 Penalty: 2932.154053
	Iteration 74Q: 3 clusters Score -2123877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2123877.500000 Penalty: 2932.154053
	Iteration 75Q: 3 clusters Score -2123878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2123880.750000 Penalty: 2932.154053
	Iteration 76Q: 3 clusters Score -2123881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2123883.000000 Penalty: 2932.154053
	Iteration 77Q: 3 clusters Score -2123883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2123883.250000 Penalty: 2932.154053
	Iteration 78Q: 3 clusters Score -2123883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2123884.250000 Penalty: 2932.154053
	Iteration 79Q: 3 clusters Score -2123884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2123886.000000 Penalty: 2932.154053
	Iteration 80F: 3 clusters Score -2123886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2123886.500000 Penalty: 2932.154053
	Iteration 81Q: 3 clusters Score -2123886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2123886.750000 Penalty: 2932.154053
	Iteration 82Q: 3 clusters Score -2123887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2123888.500000 Penalty: 2932.154053
	Iteration 83Q: 3 clusters Score -2123888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2123888.250000 Penalty: 2932.154053
	Iteration 84Q: 3 clusters Score -2123888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2123891.250000 Penalty: 2932.154053
	Iteration 85Q: 3 clusters Score -2123891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2123892.000000 Penalty: 2932.154053
	Iteration 86Q: 3 clusters Score -2123892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2123893.500000 Penalty: 2932.154053
	Iteration 87Q: 3 clusters Score -2123894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2123893.500000 Penalty: 2932.154053
	Iteration 88F: 3 clusters Score -2123894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Entering Unmasked Estep 
Score: -4465030.500000 Penalty: 1578.598389
	Iteration 0F: 2 clusters Score -4465030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4438631.000000 Penalty: 3157.196777
	Iteration 0F: 3 clusters Score -4438631 nChanged 18605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4448776.000000 Penalty: 3157.196777
	Iteration 1F: 3 clusters Score -4448776 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4449310.500000 Penalty: 3157.196777
	Iteration 2Q: 3 clusters Score -4449310 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -4449807.500000 Penalty: 3157.196777
	Iteration 3Q: 3 clusters Score -4449808 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -4450396.000000 Penalty: 3157.196777
	Iteration 4Q: 3 clusters Score -4450396 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -4451198.000000 Penalty: 3157.196777
	Iteration 5Q: 3 clusters Score -4451198 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -4452332.500000 Penalty: 3157.196777
	Iteration 6F: 3 clusters Score -4452332 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -4453925.000000 Penalty: 3157.196777
	Iteration 7F: 3 clusters Score -4453925 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -4456020.000000 Penalty: 3157.196777
	Iteration 8F: 3 clusters Score -4456020 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4458341.500000 Penalty: 3157.196777
	Iteration 9F: 3 clusters Score -4458342 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4460461.500000 Penalty: 3157.196777
	Iteration 10F: 3 clusters Score -4460462 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4462015.000000 Penalty: 3157.196777
	Iteration 11Q: 3 clusters Score -4462015 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -4462977.000000 Penalty: 3157.196777
	Iteration 12Q: 3 clusters Score -4462977 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -4463412.000000 Penalty: 3157.196777
	Iteration 13Q: 3 clusters Score -4463412 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -4463628.000000 Penalty: 3157.196777
	Iteration 14Q: 3 clusters Score -4463628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -4463744.000000 Penalty: 3157.196777
	Iteration 15Q: 3 clusters Score -4463744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -4463810.000000 Penalty: 3157.196777
	Iteration 16Q: 3 clusters Score -4463810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -4463841.500000 Penalty: 3157.196777
	Iteration 17Q: 3 clusters Score -4463842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -4463859.500000 Penalty: 3157.196777
	Iteration 18Q: 3 clusters Score -4463860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -4463871.500000 Penalty: 3157.196777
	Iteration 19Q: 3 clusters Score -4463872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -4463888.500000 Penalty: 3157.196777
	Iteration 20F: 3 clusters Score -4463888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -4463893.000000 Penalty: 3157.196777
	Iteration 21Q: 3 clusters Score -4463893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -4463894.000000 Penalty: 3157.196777
	Iteration 22Q: 3 clusters Score -4463894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -4463902.000000 Penalty: 3157.196777
	Iteration 23Q: 3 clusters Score -4463902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -4463904.000000 Penalty: 3157.196777
	Iteration 24Q: 3 clusters Score -4463904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4463906.000000 Penalty: 3157.196777
	Iteration 25Q: 3 clusters Score -4463906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -4463908.000000 Penalty: 3157.196777
	Iteration 26Q: 3 clusters Score -4463908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -4463910.500000 Penalty: 3157.196777
	Iteration 27Q: 3 clusters Score -4463910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4463911.000000 Penalty: 3157.196777
	Iteration 28Q: 3 clusters Score -4463911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4463916.500000 Penalty: 3157.196777
	Iteration 29Q: 3 clusters Score -4463916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -4463921.000000 Penalty: 3157.196777
	Iteration 30Q: 3 clusters Score -4463921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -4463921.000000 Penalty: 3157.196777
	Iteration 31F: 3 clusters Score -4463921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Entering Unmasked Estep 
Score: -1149556.125000 Penalty: 1379.617676
	Iteration 0F: 2 clusters Score -1149556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1142475.875000 Penalty: 2759.235352
	Iteration 0F: 3 clusters Score -1142476 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1144815.625000 Penalty: 2759.235352
	Iteration 1F: 3 clusters Score -1144816 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1145134.625000 Penalty: 2759.235352
	Iteration 2F: 3 clusters Score -1145135 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1145371.500000 Penalty: 2759.235352
	Iteration 3F: 3 clusters Score -1145372 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1145534.500000 Penalty: 2759.235352
	Iteration 4Q: 3 clusters Score -1145534 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1145682.625000 Penalty: 2759.235352
	Iteration 5Q: 3 clusters Score -1145683 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1145810.875000 Penalty: 2759.235352
	Iteration 6Q: 3 clusters Score -1145811 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1145945.875000 Penalty: 2759.235352
	Iteration 7Q: 3 clusters Score -1145946 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1146105.125000 Penalty: 2759.235352
	Iteration 8Q: 3 clusters Score -1146105 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1146288.500000 Penalty: 2759.235352
	Iteration 9Q: 3 clusters Score -1146288 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1146495.625000 Penalty: 2759.235352
	Iteration 10Q: 3 clusters Score -1146496 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1146728.500000 Penalty: 2759.235352
	Iteration 11Q: 3 clusters Score -1146728 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1146981.625000 Penalty: 2759.235352
	Iteration 12Q: 3 clusters Score -1146982 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1147245.625000 Penalty: 2759.235352
	Iteration 13Q: 3 clusters Score -1147246 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1147491.125000 Penalty: 2759.235352
	Iteration 14Q: 3 clusters Score -1147491 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1147673.250000 Penalty: 2759.235352
	Iteration 15Q: 3 clusters Score -1147673 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1147830.500000 Penalty: 2759.235352
	Iteration 16Q: 3 clusters Score -1147830 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1147969.375000 Penalty: 2759.235352
	Iteration 17Q: 3 clusters Score -1147969 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1148098.125000 Penalty: 2759.235352
	Iteration 18Q: 3 clusters Score -1148098 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1148213.500000 Penalty: 2759.235352
	Iteration 19Q: 3 clusters Score -1148214 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1148297.625000 Penalty: 2759.235352
	Iteration 20F: 3 clusters Score -1148298 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1148361.750000 Penalty: 2759.235352
	Iteration 21Q: 3 clusters Score -1148362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1148423.875000 Penalty: 2759.235352
	Iteration 22Q: 3 clusters Score -1148424 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1148464.750000 Penalty: 2759.235352
	Iteration 23Q: 3 clusters Score -1148465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1148503.250000 Penalty: 2759.235352
	Iteration 24Q: 3 clusters Score -1148503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1148527.500000 Penalty: 2759.235352
	Iteration 25Q: 3 clusters Score -1148528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1148551.375000 Penalty: 2759.235352
	Iteration 26Q: 3 clusters Score -1148551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1148568.875000 Penalty: 2759.235352
	Iteration 27Q: 3 clusters Score -1148569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1148586.000000 Penalty: 2759.235352
	Iteration 28Q: 3 clusters Score -1148586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1148596.500000 Penalty: 2759.235352
	Iteration 29Q: 3 clusters Score -1148596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1148599.375000 Penalty: 2759.235352
	Iteration 30Q: 3 clusters Score -1148599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1148600.625000 Penalty: 2759.235352
	Iteration 31Q: 3 clusters Score -1148601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1148600.625000 Penalty: 2759.235352
	Iteration 32F: 3 clusters Score -1148601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Entering Unmasked Estep 
Score: -3435905.000000 Penalty: 1539.865356
	Iteration 0F: 2 clusters Score -3435905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3415660.750000 Penalty: 3079.730713
	Iteration 0F: 3 clusters Score -3415661 nChanged 14033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3423146.000000 Penalty: 3079.730713
	Iteration 1F: 3 clusters Score -3423146 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3423658.500000 Penalty: 3079.730713
	Iteration 2Q: 3 clusters Score -3423658 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3424225.750000 Penalty: 3079.730713
	Iteration 3Q: 3 clusters Score -3424226 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3424912.500000 Penalty: 3079.730713
	Iteration 4Q: 3 clusters Score -3424912 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3425791.000000 Penalty: 3079.730713
	Iteration 5F: 3 clusters Score -3425791 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3426863.000000 Penalty: 3079.730713
	Iteration 6F: 3 clusters Score -3426863 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3428206.250000 Penalty: 3079.730713
	Iteration 7F: 3 clusters Score -3428206 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3429805.500000 Penalty: 3079.730713
	Iteration 8F: 3 clusters Score -3429806 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3431496.750000 Penalty: 3079.730713
	Iteration 9F: 3 clusters Score -3431497 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -3432840.000000 Penalty: 3079.730713
	Iteration 10Q: 3 clusters Score -3432840 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3433656.500000 Penalty: 3079.730713
	Iteration 11Q: 3 clusters Score -3433656 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3434096.000000 Penalty: 3079.730713
	Iteration 12Q: 3 clusters Score -3434096 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -3434332.000000 Penalty: 3079.730713
	Iteration 13Q: 3 clusters Score -3434332 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3434500.750000 Penalty: 3079.730713
	Iteration 14Q: 3 clusters Score -3434501 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -3434596.250000 Penalty: 3079.730713
	Iteration 15Q: 3 clusters Score -3434596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -3434651.500000 Penalty: 3079.730713
	Iteration 16Q: 3 clusters Score -3434652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -3434677.500000 Penalty: 3079.730713
	Iteration 17Q: 3 clusters Score -3434678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3434686.750000 Penalty: 3079.730713
	Iteration 18Q: 3 clusters Score -3434687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -3434690.500000 Penalty: 3079.730713
	Iteration 19Q: 3 clusters Score -3434690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3434699.250000 Penalty: 3079.730713
	Iteration 20F: 3 clusters Score -3434699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3434702.000000 Penalty: 3079.730713
	Iteration 21Q: 3 clusters Score -3434702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -3434707.500000 Penalty: 3079.730713
	Iteration 22Q: 3 clusters Score -3434708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3434713.250000 Penalty: 3079.730713
	Iteration 23Q: 3 clusters Score -3434713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -3434717.750000 Penalty: 3079.730713
	Iteration 24Q: 3 clusters Score -3434718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -3434725.750000 Penalty: 3079.730713
	Iteration 25Q: 3 clusters Score -3434726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3434723.500000 Penalty: 3079.730713
	Iteration 26Q: 3 clusters Score -3434724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -3434725.750000 Penalty: 3079.730713
	Iteration 27Q: 3 clusters Score -3434726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3434728.000000 Penalty: 3079.730713
	Iteration 28Q: 3 clusters Score -3434728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3434728.750000 Penalty: 3079.730713
	Iteration 29Q: 3 clusters Score -3434729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3434730.000000 Penalty: 3079.730713
	Iteration 30Q: 3 clusters Score -3434730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -3434735.250000 Penalty: 3079.730713
	Iteration 31Q: 3 clusters Score -3434735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -3434735.250000 Penalty: 3079.730713
	Iteration 32F: 3 clusters Score -3434735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Entering Unmasked Estep 
Score: -1962397.500000 Penalty: 1454.346558
	Iteration 0F: 2 clusters Score -1962398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1950982.500000 Penalty: 2908.693115
	Iteration 0F: 3 clusters Score -1950982 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1955147.375000 Penalty: 2908.693115
	Iteration 1F: 3 clusters Score -1955147 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1955522.125000 Penalty: 2908.693115
	Iteration 2F: 3 clusters Score -1955522 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1955882.250000 Penalty: 2908.693115
	Iteration 3F: 3 clusters Score -1955882 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1956219.875000 Penalty: 2908.693115
	Iteration 4Q: 3 clusters Score -1956220 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1956551.125000 Penalty: 2908.693115
	Iteration 5Q: 3 clusters Score -1956551 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1956897.250000 Penalty: 2908.693115
	Iteration 6Q: 3 clusters Score -1956897 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1957274.500000 Penalty: 2908.693115
	Iteration 7Q: 3 clusters Score -1957274 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1957698.875000 Penalty: 2908.693115
	Iteration 8Q: 3 clusters Score -1957699 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1958149.625000 Penalty: 2908.693115
	Iteration 9Q: 3 clusters Score -1958150 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1958624.125000 Penalty: 2908.693115
	Iteration 10Q: 3 clusters Score -1958624 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1959112.000000 Penalty: 2908.693115
	Iteration 11Q: 3 clusters Score -1959112 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1959553.500000 Penalty: 2908.693115
	Iteration 12Q: 3 clusters Score -1959554 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1959930.000000 Penalty: 2908.693115
	Iteration 13Q: 3 clusters Score -1959930 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1960247.375000 Penalty: 2908.693115
	Iteration 14Q: 3 clusters Score -1960247 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1960517.250000 Penalty: 2908.693115
	Iteration 15Q: 3 clusters Score -1960517 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1960703.125000 Penalty: 2908.693115
	Iteration 16Q: 3 clusters Score -1960703 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1960802.750000 Penalty: 2908.693115
	Iteration 17Q: 3 clusters Score -1960803 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1960887.125000 Penalty: 2908.693115
	Iteration 18Q: 3 clusters Score -1960887 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1960936.500000 Penalty: 2908.693115
	Iteration 19Q: 3 clusters Score -1960936 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1960968.500000 Penalty: 2908.693115
	Iteration 20F: 3 clusters Score -1960968 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1960991.500000 Penalty: 2908.693115
	Iteration 21Q: 3 clusters Score -1960992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1961006.625000 Penalty: 2908.693115
	Iteration 22Q: 3 clusters Score -1961007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1961021.000000 Penalty: 2908.693115
	Iteration 23Q: 3 clusters Score -1961021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1961037.125000 Penalty: 2908.693115
	Iteration 24Q: 3 clusters Score -1961037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1961051.875000 Penalty: 2908.693115
	Iteration 25Q: 3 clusters Score -1961052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1961070.750000 Penalty: 2908.693115
	Iteration 26Q: 3 clusters Score -1961071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1961084.750000 Penalty: 2908.693115
	Iteration 27Q: 3 clusters Score -1961085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1961094.125000 Penalty: 2908.693115
	Iteration 28Q: 3 clusters Score -1961094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1961109.000000 Penalty: 2908.693115
	Iteration 29Q: 3 clusters Score -1961109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1961122.000000 Penalty: 2908.693115
	Iteration 30Q: 3 clusters Score -1961122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1961128.375000 Penalty: 2908.693115
	Iteration 31Q: 3 clusters Score -1961128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1961142.125000 Penalty: 2908.693115
	Iteration 32Q: 3 clusters Score -1961142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1961152.875000 Penalty: 2908.693115
	Iteration 33Q: 3 clusters Score -1961153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1961161.250000 Penalty: 2908.693115
	Iteration 34Q: 3 clusters Score -1961161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1961169.375000 Penalty: 2908.693115
	Iteration 35Q: 3 clusters Score -1961169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1961169.125000 Penalty: 2908.693115
	Iteration 36Q: 3 clusters Score -1961169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1961172.875000 Penalty: 2908.693115
	Iteration 37Q: 3 clusters Score -1961173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1961176.625000 Penalty: 2908.693115
	Iteration 38Q: 3 clusters Score -1961177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1961175.625000 Penalty: 2908.693115
	Iteration 39Q: 3 clusters Score -1961176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1961177.125000 Penalty: 2908.693115
	Iteration 40F: 3 clusters Score -1961177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1961178.875000 Penalty: 2908.693115
	Iteration 41Q: 3 clusters Score -1961179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1961178.750000 Penalty: 2908.693115
	Iteration 42Q: 3 clusters Score -1961179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1961181.125000 Penalty: 2908.693115
	Iteration 43Q: 3 clusters Score -1961181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1961181.500000 Penalty: 2908.693115
	Iteration 44Q: 3 clusters Score -1961182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1961184.625000 Penalty: 2908.693115
	Iteration 45Q: 3 clusters Score -1961185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1961188.875000 Penalty: 2908.693115
	Iteration 46Q: 3 clusters Score -1961189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1961191.500000 Penalty: 2908.693115
	Iteration 47Q: 3 clusters Score -1961192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1961193.500000 Penalty: 2908.693115
	Iteration 48Q: 3 clusters Score -1961194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1961197.625000 Penalty: 2908.693115
	Iteration 49Q: 3 clusters Score -1961198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1961196.875000 Penalty: 2908.693115
	Iteration 50Q: 3 clusters Score -1961197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1961197.375000 Penalty: 2908.693115
	Iteration 51Q: 3 clusters Score -1961197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1961196.625000 Penalty: 2908.693115
	Iteration 52Q: 3 clusters Score -1961197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1961199.250000 Penalty: 2908.693115
	Iteration 53Q: 3 clusters Score -1961199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1961200.250000 Penalty: 2908.693115
	Iteration 54Q: 3 clusters Score -1961200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1961203.250000 Penalty: 2908.693115
	Iteration 55Q: 3 clusters Score -1961203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1961202.875000 Penalty: 2908.693115
	Iteration 56Q: 3 clusters Score -1961203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1961204.750000 Penalty: 2908.693115
	Iteration 57Q: 3 clusters Score -1961205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1961204.875000 Penalty: 2908.693115
	Iteration 58Q: 3 clusters Score -1961205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1961205.000000 Penalty: 2908.693115
	Iteration 59Q: 3 clusters Score -1961205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1961206.000000 Penalty: 2908.693115
	Iteration 60F: 3 clusters Score -1961206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Entering Unmasked Estep 
Score: -3129309.500000 Penalty: 1523.482666
	Iteration 0F: 2 clusters Score -3129310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3111023.500000 Penalty: 3046.965332
	Iteration 0F: 3 clusters Score -3111024 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3117825.750000 Penalty: 3046.965332
	Iteration 1F: 3 clusters Score -3117826 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3118314.750000 Penalty: 3046.965332
	Iteration 2Q: 3 clusters Score -3118315 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3118882.250000 Penalty: 3046.965332
	Iteration 3Q: 3 clusters Score -3118882 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3119544.000000 Penalty: 3046.965332
	Iteration 4F: 3 clusters Score -3119544 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -3120369.500000 Penalty: 3046.965332
	Iteration 5F: 3 clusters Score -3120370 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3121448.000000 Penalty: 3046.965332
	Iteration 6F: 3 clusters Score -3121448 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3122765.500000 Penalty: 3046.965332
	Iteration 7F: 3 clusters Score -3122766 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3124172.750000 Penalty: 3046.965332
	Iteration 8F: 3 clusters Score -3124173 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -3125432.250000 Penalty: 3046.965332
	Iteration 9F: 3 clusters Score -3125432 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3126357.250000 Penalty: 3046.965332
	Iteration 10Q: 3 clusters Score -3126357 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3126979.000000 Penalty: 3046.965332
	Iteration 11Q: 3 clusters Score -3126979 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3127357.750000 Penalty: 3046.965332
	Iteration 12Q: 3 clusters Score -3127358 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3127609.250000 Penalty: 3046.965332
	Iteration 13Q: 3 clusters Score -3127609 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3127793.000000 Penalty: 3046.965332
	Iteration 14Q: 3 clusters Score -3127793 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3127921.750000 Penalty: 3046.965332
	Iteration 15Q: 3 clusters Score -3127922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3127979.750000 Penalty: 3046.965332
	Iteration 16Q: 3 clusters Score -3127980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3128028.750000 Penalty: 3046.965332
	Iteration 17Q: 3 clusters Score -3128029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3128063.500000 Penalty: 3046.965332
	Iteration 18Q: 3 clusters Score -3128064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3128094.000000 Penalty: 3046.965332
	Iteration 19Q: 3 clusters Score -3128094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3128111.750000 Penalty: 3046.965332
	Iteration 20F: 3 clusters Score -3128112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3128121.250000 Penalty: 3046.965332
	Iteration 21Q: 3 clusters Score -3128121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3128141.000000 Penalty: 3046.965332
	Iteration 22Q: 3 clusters Score -3128141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3128151.500000 Penalty: 3046.965332
	Iteration 23Q: 3 clusters Score -3128152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3128163.000000 Penalty: 3046.965332
	Iteration 24Q: 3 clusters Score -3128163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3128165.000000 Penalty: 3046.965332
	Iteration 25Q: 3 clusters Score -3128165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3128165.000000 Penalty: 3046.965332
	Iteration 26F: 3 clusters Score -3128165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Entering Unmasked Estep 
Score: -5580004.000000 Penalty: 1609.102539
	Iteration 0F: 2 clusters Score -5580004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -5547597.000000 Penalty: 3218.205078
	Iteration 0F: 3 clusters Score -5547597 nChanged 22875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -5560832.000000 Penalty: 3218.205078
	Iteration 1F: 3 clusters Score -5560832 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -5562364.500000 Penalty: 3218.205078
	Iteration 2F: 3 clusters Score -5562364 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -5564507.000000 Penalty: 3218.205078
	Iteration 3F: 3 clusters Score -5564507 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -5567037.500000 Penalty: 3218.205078
	Iteration 4F: 3 clusters Score -5567038 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -5569755.500000 Penalty: 3218.205078
	Iteration 5F: 3 clusters Score -5569756 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5572056.000000 Penalty: 3218.205078
	Iteration 6F: 3 clusters Score -5572056 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -5573908.000000 Penalty: 3218.205078
	Iteration 7F: 3 clusters Score -5573908 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -5575273.000000 Penalty: 3218.205078
	Iteration 8Q: 3 clusters Score -5575273 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -5576276.000000 Penalty: 3218.205078
	Iteration 9Q: 3 clusters Score -5576276 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -5577018.500000 Penalty: 3218.205078
	Iteration 10Q: 3 clusters Score -5577018 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -5577566.500000 Penalty: 3218.205078
	Iteration 11Q: 3 clusters Score -5577566 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -5577972.500000 Penalty: 3218.205078
	Iteration 12Q: 3 clusters Score -5577972 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -5578209.500000 Penalty: 3218.205078
	Iteration 13Q: 3 clusters Score -5578210 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -5578392.000000 Penalty: 3218.205078
	Iteration 14Q: 3 clusters Score -5578392 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -5578478.500000 Penalty: 3218.205078
	Iteration 15Q: 3 clusters Score -5578478 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -5578563.000000 Penalty: 3218.205078
	Iteration 16Q: 3 clusters Score -5578563 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -5578616.500000 Penalty: 3218.205078
	Iteration 17Q: 3 clusters Score -5578616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -5578654.000000 Penalty: 3218.205078
	Iteration 18Q: 3 clusters Score -5578654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -5578683.000000 Penalty: 3218.205078
	Iteration 19Q: 3 clusters Score -5578683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -5578722.000000 Penalty: 3218.205078
	Iteration 20F: 3 clusters Score -5578722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -5578730.500000 Penalty: 3218.205078
	Iteration 21Q: 3 clusters Score -5578730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -5578745.000000 Penalty: 3218.205078
	Iteration 22Q: 3 clusters Score -5578745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -5578746.500000 Penalty: 3218.205078
	Iteration 23Q: 3 clusters Score -5578746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -5578745.000000 Penalty: 3218.205078
	Iteration 24Q: 3 clusters Score -5578745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -5578754.500000 Penalty: 3218.205078
	Iteration 25Q: 3 clusters Score -5578754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -5578753.000000 Penalty: 3218.205078
	Iteration 26Q: 3 clusters Score -5578753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -5578753.000000 Penalty: 3218.205078
	Iteration 27Q: 3 clusters Score -5578753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -5578759.500000 Penalty: 3218.205078
	Iteration 28Q: 3 clusters Score -5578760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -5578770.500000 Penalty: 3218.205078
	Iteration 29Q: 3 clusters Score -5578770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -5578771.000000 Penalty: 3218.205078
	Iteration 30Q: 3 clusters Score -5578771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -5578771.000000 Penalty: 3218.205078
	Iteration 31F: 3 clusters Score -5578771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Entering Unmasked Estep 
Score: -3557688.750000 Penalty: 1548.703491
	Iteration 0F: 2 clusters Score -3557689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -3536043.250000 Penalty: 3097.406982
	Iteration 0F: 3 clusters Score -3536043 nChanged 15033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3544432.000000 Penalty: 3097.406982
	Iteration 1F: 3 clusters Score -3544432 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3544939.750000 Penalty: 3097.406982
	Iteration 2Q: 3 clusters Score -3544940 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3545425.750000 Penalty: 3097.406982
	Iteration 3Q: 3 clusters Score -3545426 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3545933.000000 Penalty: 3097.406982
	Iteration 4Q: 3 clusters Score -3545933 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3546502.500000 Penalty: 3097.406982
	Iteration 5Q: 3 clusters Score -3546502 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3547214.750000 Penalty: 3097.406982
	Iteration 6Q: 3 clusters Score -3547215 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3548145.250000 Penalty: 3097.406982
	Iteration 7Q: 3 clusters Score -3548145 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -3549205.250000 Penalty: 3097.406982
	Iteration 8F: 3 clusters Score -3549205 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3550305.750000 Penalty: 3097.406982
	Iteration 9F: 3 clusters Score -3550306 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3551300.500000 Penalty: 3097.406982
	Iteration 10Q: 3 clusters Score -3551300 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3551999.000000 Penalty: 3097.406982
	Iteration 11Q: 3 clusters Score -3551999 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3552412.500000 Penalty: 3097.406982
	Iteration 12Q: 3 clusters Score -3552412 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3552576.000000 Penalty: 3097.406982
	Iteration 13Q: 3 clusters Score -3552576 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -3552730.500000 Penalty: 3097.406982
	Iteration 14Q: 3 clusters Score -3552730 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -3552857.000000 Penalty: 3097.406982
	Iteration 15Q: 3 clusters Score -3552857 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3552959.250000 Penalty: 3097.406982
	Iteration 16Q: 3 clusters Score -3552959 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3553065.500000 Penalty: 3097.406982
	Iteration 17Q: 3 clusters Score -3553066 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3553152.750000 Penalty: 3097.406982
	Iteration 18Q: 3 clusters Score -3553153 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3553250.250000 Penalty: 3097.406982
	Iteration 19Q: 3 clusters Score -3553250 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3553347.000000 Penalty: 3097.406982
	Iteration 20F: 3 clusters Score -3553347 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3553444.750000 Penalty: 3097.406982
	Iteration 21Q: 3 clusters Score -3553445 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3553563.000000 Penalty: 3097.406982
	Iteration 22Q: 3 clusters Score -3553563 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3553684.250000 Penalty: 3097.406982
	Iteration 23Q: 3 clusters Score -3553684 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3553799.500000 Penalty: 3097.406982
	Iteration 24Q: 3 clusters Score -3553800 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3553934.500000 Penalty: 3097.406982
	Iteration 25Q: 3 clusters Score -3553934 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3554051.250000 Penalty: 3097.406982
	Iteration 26Q: 3 clusters Score -3554051 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3554196.250000 Penalty: 3097.406982
	Iteration 27Q: 3 clusters Score -3554196 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3554327.000000 Penalty: 3097.406982
	Iteration 28Q: 3 clusters Score -3554327 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3554463.500000 Penalty: 3097.406982
	Iteration 29Q: 3 clusters Score -3554464 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3554618.250000 Penalty: 3097.406982
	Iteration 30Q: 3 clusters Score -3554618 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -3554748.250000 Penalty: 3097.406982
	Iteration 31Q: 3 clusters Score -3554748 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -3554848.500000 Penalty: 3097.406982
	Iteration 32Q: 3 clusters Score -3554848 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3554983.000000 Penalty: 3097.406982
	Iteration 33Q: 3 clusters Score -3554983 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3555137.250000 Penalty: 3097.406982
	Iteration 34Q: 3 clusters Score -3555137 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3555271.750000 Penalty: 3097.406982
	Iteration 35Q: 3 clusters Score -3555272 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3555400.000000 Penalty: 3097.406982
	Iteration 36Q: 3 clusters Score -3555400 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3555525.500000 Penalty: 3097.406982
	Iteration 37Q: 3 clusters Score -3555526 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3555638.750000 Penalty: 3097.406982
	Iteration 38Q: 3 clusters Score -3555639 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -3555705.750000 Penalty: 3097.406982
	Iteration 39Q: 3 clusters Score -3555706 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -3555797.000000 Penalty: 3097.406982
	Iteration 40F: 3 clusters Score -3555797 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -3555887.750000 Penalty: 3097.406982
	Iteration 41Q: 3 clusters Score -3555888 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3555952.000000 Penalty: 3097.406982
	Iteration 42Q: 3 clusters Score -3555952 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -3556004.500000 Penalty: 3097.406982
	Iteration 43Q: 3 clusters Score -3556004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -3556047.250000 Penalty: 3097.406982
	Iteration 44Q: 3 clusters Score -3556047 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3556103.750000 Penalty: 3097.406982
	Iteration 45Q: 3 clusters Score -3556104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -3556139.250000 Penalty: 3097.406982
	Iteration 46Q: 3 clusters Score -3556139 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -3556179.750000 Penalty: 3097.406982
	Iteration 47Q: 3 clusters Score -3556180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -3556215.750000 Penalty: 3097.406982
	Iteration 48Q: 3 clusters Score -3556216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -3556236.500000 Penalty: 3097.406982
	Iteration 49Q: 3 clusters Score -3556236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3556278.750000 Penalty: 3097.406982
	Iteration 50Q: 3 clusters Score -3556279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -3556302.500000 Penalty: 3097.406982
	Iteration 51Q: 3 clusters Score -3556302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3556312.500000 Penalty: 3097.406982
	Iteration 52Q: 3 clusters Score -3556312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -3556341.000000 Penalty: 3097.406982
	Iteration 53Q: 3 clusters Score -3556341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3556361.000000 Penalty: 3097.406982
	Iteration 54Q: 3 clusters Score -3556361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3556367.250000 Penalty: 3097.406982
	Iteration 55Q: 3 clusters Score -3556367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -3556379.750000 Penalty: 3097.406982
	Iteration 56Q: 3 clusters Score -3556380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -3556395.250000 Penalty: 3097.406982
	Iteration 57Q: 3 clusters Score -3556395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -3556403.750000 Penalty: 3097.406982
	Iteration 58Q: 3 clusters Score -3556404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -3556417.250000 Penalty: 3097.406982
	Iteration 59Q: 3 clusters Score -3556417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -3556423.250000 Penalty: 3097.406982
	Iteration 60F: 3 clusters Score -3556423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3556433.000000 Penalty: 3097.406982
	Iteration 61Q: 3 clusters Score -3556433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -3556431.750000 Penalty: 3097.406982
	Iteration 62Q: 3 clusters Score -3556432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -3556440.000000 Penalty: 3097.406982
	Iteration 63Q: 3 clusters Score -3556440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -3556446.500000 Penalty: 3097.406982
	Iteration 64Q: 3 clusters Score -3556446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -3556445.500000 Penalty: 3097.406982
	Iteration 65Q: 3 clusters Score -3556446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -3556450.250000 Penalty: 3097.406982
	Iteration 66Q: 3 clusters Score -3556450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -3556452.750000 Penalty: 3097.406982
	Iteration 67Q: 3 clusters Score -3556453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -3556449.750000 Penalty: 3097.406982
	Iteration 68Q: 3 clusters Score -3556450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -3556455.000000 Penalty: 3097.406982
	Iteration 69Q: 3 clusters Score -3556455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -3556454.500000 Penalty: 3097.406982
	Iteration 70Q: 3 clusters Score -3556454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -3556453.750000 Penalty: 3097.406982
	Iteration 71Q: 3 clusters Score -3556454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -3556453.750000 Penalty: 3097.406982
	Iteration 72F: 3 clusters Score -3556454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Entering Unmasked Estep 
Score: -2617849.250000 Penalty: 1497.553345
	Iteration 0F: 2 clusters Score -2617849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2602611.000000 Penalty: 2995.106689
	Iteration 0F: 3 clusters Score -2602611 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2608337.000000 Penalty: 2995.106689
	Iteration 1F: 3 clusters Score -2608337 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2608816.000000 Penalty: 2995.106689
	Iteration 2F: 3 clusters Score -2608816 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2609175.750000 Penalty: 2995.106689
	Iteration 3Q: 3 clusters Score -2609176 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2609430.500000 Penalty: 2995.106689
	Iteration 4Q: 3 clusters Score -2609430 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2609644.000000 Penalty: 2995.106689
	Iteration 5Q: 3 clusters Score -2609644 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2609859.500000 Penalty: 2995.106689
	Iteration 6Q: 3 clusters Score -2609860 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2610074.750000 Penalty: 2995.106689
	Iteration 7Q: 3 clusters Score -2610075 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2610322.500000 Penalty: 2995.106689
	Iteration 8Q: 3 clusters Score -2610322 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2610635.750000 Penalty: 2995.106689
	Iteration 9Q: 3 clusters Score -2610636 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2611024.750000 Penalty: 2995.106689
	Iteration 10Q: 3 clusters Score -2611025 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2611455.500000 Penalty: 2995.106689
	Iteration 11Q: 3 clusters Score -2611456 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2611910.500000 Penalty: 2995.106689
	Iteration 12Q: 3 clusters Score -2611910 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2612411.500000 Penalty: 2995.106689
	Iteration 13Q: 3 clusters Score -2612412 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2612918.250000 Penalty: 2995.106689
	Iteration 14Q: 3 clusters Score -2612918 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2613437.000000 Penalty: 2995.106689
	Iteration 15Q: 3 clusters Score -2613437 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2614005.750000 Penalty: 2995.106689
	Iteration 16Q: 3 clusters Score -2614006 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2614521.500000 Penalty: 2995.106689
	Iteration 17Q: 3 clusters Score -2614522 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2614993.500000 Penalty: 2995.106689
	Iteration 18Q: 3 clusters Score -2614994 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2615450.500000 Penalty: 2995.106689
	Iteration 19Q: 3 clusters Score -2615450 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2615835.250000 Penalty: 2995.106689
	Iteration 20F: 3 clusters Score -2615835 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2616103.000000 Penalty: 2995.106689
	Iteration 21Q: 3 clusters Score -2616103 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2616293.000000 Penalty: 2995.106689
	Iteration 22Q: 3 clusters Score -2616293 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2616413.500000 Penalty: 2995.106689
	Iteration 23Q: 3 clusters Score -2616414 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2616488.750000 Penalty: 2995.106689
	Iteration 24Q: 3 clusters Score -2616489 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2616568.000000 Penalty: 2995.106689
	Iteration 25Q: 3 clusters Score -2616568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2616608.750000 Penalty: 2995.106689
	Iteration 26Q: 3 clusters Score -2616609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2616650.750000 Penalty: 2995.106689
	Iteration 27Q: 3 clusters Score -2616651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2616679.500000 Penalty: 2995.106689
	Iteration 28Q: 3 clusters Score -2616680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2616700.000000 Penalty: 2995.106689
	Iteration 29Q: 3 clusters Score -2616700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2616714.250000 Penalty: 2995.106689
	Iteration 30Q: 3 clusters Score -2616714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2616728.500000 Penalty: 2995.106689
	Iteration 31Q: 3 clusters Score -2616728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2616740.500000 Penalty: 2995.106689
	Iteration 32Q: 3 clusters Score -2616740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2616747.750000 Penalty: 2995.106689
	Iteration 33Q: 3 clusters Score -2616748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2616758.000000 Penalty: 2995.106689
	Iteration 34Q: 3 clusters Score -2616758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2616763.250000 Penalty: 2995.106689
	Iteration 35Q: 3 clusters Score -2616763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2616772.500000 Penalty: 2995.106689
	Iteration 36Q: 3 clusters Score -2616772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2616776.500000 Penalty: 2995.106689
	Iteration 37Q: 3 clusters Score -2616776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2616777.500000 Penalty: 2995.106689
	Iteration 38Q: 3 clusters Score -2616778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2616777.500000 Penalty: 2995.106689
	Iteration 39F: 3 clusters Score -2616778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Entering Unmasked Estep 
Score: -2637311.500000 Penalty: 1497.705322
	Iteration 0F: 2 clusters Score -2637312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2622080.250000 Penalty: 2995.410645
	Iteration 0F: 3 clusters Score -2622080 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2627753.500000 Penalty: 2995.410645
	Iteration 1F: 3 clusters Score -2627754 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2628247.000000 Penalty: 2995.410645
	Iteration 2F: 3 clusters Score -2628247 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2628818.250000 Penalty: 2995.410645
	Iteration 3F: 3 clusters Score -2628818 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2629498.500000 Penalty: 2995.410645
	Iteration 4F: 3 clusters Score -2629498 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2630392.750000 Penalty: 2995.410645
	Iteration 5F: 3 clusters Score -2630393 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2631546.500000 Penalty: 2995.410645
	Iteration 6F: 3 clusters Score -2631546 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2632755.750000 Penalty: 2995.410645
	Iteration 7F: 3 clusters Score -2632756 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2633884.500000 Penalty: 2995.410645
	Iteration 8F: 3 clusters Score -2633884 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2634773.000000 Penalty: 2995.410645
	Iteration 9Q: 3 clusters Score -2634773 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2635350.750000 Penalty: 2995.410645
	Iteration 10Q: 3 clusters Score -2635351 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2635695.750000 Penalty: 2995.410645
	Iteration 11Q: 3 clusters Score -2635696 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2635879.250000 Penalty: 2995.410645
	Iteration 12Q: 3 clusters Score -2635879 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2635978.250000 Penalty: 2995.410645
	Iteration 13Q: 3 clusters Score -2635978 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2636049.500000 Penalty: 2995.410645
	Iteration 14Q: 3 clusters Score -2636050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2636085.500000 Penalty: 2995.410645
	Iteration 15Q: 3 clusters Score -2636086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2636120.250000 Penalty: 2995.410645
	Iteration 16Q: 3 clusters Score -2636120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2636151.250000 Penalty: 2995.410645
	Iteration 17Q: 3 clusters Score -2636151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2636160.500000 Penalty: 2995.410645
	Iteration 18Q: 3 clusters Score -2636160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2636165.750000 Penalty: 2995.410645
	Iteration 19Q: 3 clusters Score -2636166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2636178.750000 Penalty: 2995.410645
	Iteration 20F: 3 clusters Score -2636179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2636185.000000 Penalty: 2995.410645
	Iteration 21Q: 3 clusters Score -2636185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2636190.500000 Penalty: 2995.410645
	Iteration 22Q: 3 clusters Score -2636190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2636193.250000 Penalty: 2995.410645
	Iteration 23Q: 3 clusters Score -2636193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2636200.000000 Penalty: 2995.410645
	Iteration 24Q: 3 clusters Score -2636200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2636208.000000 Penalty: 2995.410645
	Iteration 25Q: 3 clusters Score -2636208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2636211.250000 Penalty: 2995.410645
	Iteration 26Q: 3 clusters Score -2636211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2636214.750000 Penalty: 2995.410645
	Iteration 27Q: 3 clusters Score -2636215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2636214.750000 Penalty: 2995.410645
	Iteration 28F: 3 clusters Score -2636215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Entering Unmasked Estep 
Score: -1682405.125000 Penalty: 1431.010254
	Iteration 0F: 2 clusters Score -1682405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1672474.625000 Penalty: 2862.020508
	Iteration 0F: 3 clusters Score -1672475 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1676088.375000 Penalty: 2862.020508
	Iteration 1F: 3 clusters Score -1676088 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1676688.625000 Penalty: 2862.020508
	Iteration 2F: 3 clusters Score -1676689 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1677330.125000 Penalty: 2862.020508
	Iteration 3F: 3 clusters Score -1677330 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1677948.875000 Penalty: 2862.020508
	Iteration 4F: 3 clusters Score -1677949 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1678484.500000 Penalty: 2862.020508
	Iteration 5F: 3 clusters Score -1678484 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1678957.500000 Penalty: 2862.020508
	Iteration 6F: 3 clusters Score -1678958 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1679376.125000 Penalty: 2862.020508
	Iteration 7Q: 3 clusters Score -1679376 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1679748.125000 Penalty: 2862.020508
	Iteration 8Q: 3 clusters Score -1679748 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1680040.875000 Penalty: 2862.020508
	Iteration 9Q: 3 clusters Score -1680041 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1680244.750000 Penalty: 2862.020508
	Iteration 10Q: 3 clusters Score -1680245 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1680426.750000 Penalty: 2862.020508
	Iteration 11Q: 3 clusters Score -1680427 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1680581.375000 Penalty: 2862.020508
	Iteration 12Q: 3 clusters Score -1680581 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1680746.750000 Penalty: 2862.020508
	Iteration 13Q: 3 clusters Score -1680747 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1680862.625000 Penalty: 2862.020508
	Iteration 14Q: 3 clusters Score -1680863 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1680939.375000 Penalty: 2862.020508
	Iteration 15Q: 3 clusters Score -1680939 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1681010.625000 Penalty: 2862.020508
	Iteration 16Q: 3 clusters Score -1681011 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1681081.625000 Penalty: 2862.020508
	Iteration 17Q: 3 clusters Score -1681082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1681121.875000 Penalty: 2862.020508
	Iteration 18Q: 3 clusters Score -1681122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1681160.625000 Penalty: 2862.020508
	Iteration 19Q: 3 clusters Score -1681161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1681184.000000 Penalty: 2862.020508
	Iteration 20F: 3 clusters Score -1681184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1681198.375000 Penalty: 2862.020508
	Iteration 21Q: 3 clusters Score -1681198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1681212.000000 Penalty: 2862.020508
	Iteration 22Q: 3 clusters Score -1681212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1681218.125000 Penalty: 2862.020508
	Iteration 23Q: 3 clusters Score -1681218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1681223.250000 Penalty: 2862.020508
	Iteration 24Q: 3 clusters Score -1681223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1681227.875000 Penalty: 2862.020508
	Iteration 25Q: 3 clusters Score -1681228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1681229.500000 Penalty: 2862.020508
	Iteration 26Q: 3 clusters Score -1681230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1681233.375000 Penalty: 2862.020508
	Iteration 27Q: 3 clusters Score -1681233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1681237.750000 Penalty: 2862.020508
	Iteration 28Q: 3 clusters Score -1681238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1681239.000000 Penalty: 2862.020508
	Iteration 29Q: 3 clusters Score -1681239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1681239.750000 Penalty: 2862.020508
	Iteration 30Q: 3 clusters Score -1681240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1681242.875000 Penalty: 2862.020508
	Iteration 31Q: 3 clusters Score -1681243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1681245.500000 Penalty: 2862.020508
	Iteration 32Q: 3 clusters Score -1681246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1681245.125000 Penalty: 2862.020508
	Iteration 33Q: 3 clusters Score -1681245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1681246.750000 Penalty: 2862.020508
	Iteration 34Q: 3 clusters Score -1681247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1681248.750000 Penalty: 2862.020508
	Iteration 35Q: 3 clusters Score -1681249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1681248.750000 Penalty: 2862.020508
	Iteration 36Q: 3 clusters Score -1681249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1681250.375000 Penalty: 2862.020508
	Iteration 37Q: 3 clusters Score -1681250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1681250.750000 Penalty: 2862.020508
	Iteration 38Q: 3 clusters Score -1681251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1681252.125000 Penalty: 2862.020508
	Iteration 39Q: 3 clusters Score -1681252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1681250.750000 Penalty: 2862.020508
	Iteration 40F: 3 clusters Score -1681251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1681250.375000 Penalty: 2862.020508
	Iteration 41Q: 3 clusters Score -1681250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1681250.375000 Penalty: 2862.020508
	Iteration 42F: 3 clusters Score -1681250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -326512.312500 Penalty: 1200.298462
	Iteration 0F: 2 clusters Score -326512.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -323938.968750 Penalty: 2400.596924
	Iteration 0F: 3 clusters Score -323939 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -324644.031250 Penalty: 2400.596924
	Iteration 1F: 3 clusters Score -324644 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -324862.875000 Penalty: 2400.596924
	Iteration 2F: 3 clusters Score -324862.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -324985.250000 Penalty: 2400.596924
	Iteration 3F: 3 clusters Score -324985.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -325098.375000 Penalty: 2400.596924
	Iteration 4Q: 3 clusters Score -325098.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -325189.218750 Penalty: 2400.596924
	Iteration 5Q: 3 clusters Score -325189.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -325264.343750 Penalty: 2400.596924
	Iteration 6Q: 3 clusters Score -325264.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -325332.156250 Penalty: 2400.596924
	Iteration 7Q: 3 clusters Score -325332.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -325404.218750 Penalty: 2400.596924
	Iteration 8Q: 3 clusters Score -325404.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -325459.656250 Penalty: 2400.596924
	Iteration 9Q: 3 clusters Score -325459.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -325520.218750 Penalty: 2400.596924
	Iteration 10Q: 3 clusters Score -325520.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -325582.000000 Penalty: 2400.596924
	Iteration 11Q: 3 clusters Score -325582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -325635.718750 Penalty: 2400.596924
	Iteration 12Q: 3 clusters Score -325635.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -325694.093750 Penalty: 2400.596924
	Iteration 13Q: 3 clusters Score -325694.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -325753.687500 Penalty: 2400.596924
	Iteration 14Q: 3 clusters Score -325753.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -325813.625000 Penalty: 2400.596924
	Iteration 15Q: 3 clusters Score -325813.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -325862.781250 Penalty: 2400.596924
	Iteration 16Q: 3 clusters Score -325862.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -325915.531250 Penalty: 2400.596924
	Iteration 17Q: 3 clusters Score -325915.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -325952.187500 Penalty: 2400.596924
	Iteration 18Q: 3 clusters Score -325952.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -325981.031250 Penalty: 2400.596924
	Iteration 19Q: 3 clusters Score -325981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -326003.593750 Penalty: 2400.596924
	Iteration 20F: 3 clusters Score -326003.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -326021.406250 Penalty: 2400.596924
	Iteration 21Q: 3 clusters Score -326021.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -326032.093750 Penalty: 2400.596924
	Iteration 22Q: 3 clusters Score -326032.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -326039.843750 Penalty: 2400.596924
	Iteration 23Q: 3 clusters Score -326039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -326044.093750 Penalty: 2400.596924
	Iteration 24Q: 3 clusters Score -326044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -326050.250000 Penalty: 2400.596924
	Iteration 25Q: 3 clusters Score -326050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -326053.687500 Penalty: 2400.596924
	Iteration 26Q: 3 clusters Score -326053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -326054.000000 Penalty: 2400.596924
	Iteration 27Q: 3 clusters Score -326054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -326054.093750 Penalty: 2400.596924
	Iteration 28Q: 3 clusters Score -326054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -326055.375000 Penalty: 2400.596924
	Iteration 29Q: 3 clusters Score -326055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -326055.375000 Penalty: 2400.596924
	Iteration 30F: 3 clusters Score -326055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Entering Unmasked Estep 
Score: -4249740.000000 Penalty: 1569.764282
	Iteration 0F: 2 clusters Score -4249740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -4224960.500000 Penalty: 3139.528564
	Iteration 0F: 3 clusters Score -4224960 nChanged 17592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -4234514.000000 Penalty: 3139.528564
	Iteration 1F: 3 clusters Score -4234514 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -4235044.500000 Penalty: 3139.528564
	Iteration 2Q: 3 clusters Score -4235044 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4235603.500000 Penalty: 3139.528564
	Iteration 3Q: 3 clusters Score -4235604 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4236299.000000 Penalty: 3139.528564
	Iteration 4Q: 3 clusters Score -4236299 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -4237124.500000 Penalty: 3139.528564
	Iteration 5Q: 3 clusters Score -4237124 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -4238194.500000 Penalty: 3139.528564
	Iteration 6F: 3 clusters Score -4238194 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -4239540.500000 Penalty: 3139.528564
	Iteration 7F: 3 clusters Score -4239540 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -4240940.000000 Penalty: 3139.528564
	Iteration 8F: 3 clusters Score -4240940 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -4242250.000000 Penalty: 3139.528564
	Iteration 9F: 3 clusters Score -4242250 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4243547.000000 Penalty: 3139.528564
	Iteration 10Q: 3 clusters Score -4243547 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4244807.000000 Penalty: 3139.528564
	Iteration 11Q: 3 clusters Score -4244807 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -4245887.000000 Penalty: 3139.528564
	Iteration 12Q: 3 clusters Score -4245887 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4246753.000000 Penalty: 3139.528564
	Iteration 13Q: 3 clusters Score -4246753 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4247320.500000 Penalty: 3139.528564
	Iteration 14Q: 3 clusters Score -4247320 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4247695.500000 Penalty: 3139.528564
	Iteration 15Q: 3 clusters Score -4247696 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4247962.000000 Penalty: 3139.528564
	Iteration 16Q: 3 clusters Score -4247962 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4248130.000000 Penalty: 3139.528564
	Iteration 17Q: 3 clusters Score -4248130 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -4248239.500000 Penalty: 3139.528564
	Iteration 18Q: 3 clusters Score -4248240 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4248326.000000 Penalty: 3139.528564
	Iteration 19Q: 3 clusters Score -4248326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4248397.500000 Penalty: 3139.528564
	Iteration 20F: 3 clusters Score -4248398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -4248456.000000 Penalty: 3139.528564
	Iteration 21Q: 3 clusters Score -4248456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4248494.500000 Penalty: 3139.528564
	Iteration 22Q: 3 clusters Score -4248494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -4248515.000000 Penalty: 3139.528564
	Iteration 23Q: 3 clusters Score -4248515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -4248539.500000 Penalty: 3139.528564
	Iteration 24Q: 3 clusters Score -4248540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -4248567.000000 Penalty: 3139.528564
	Iteration 25Q: 3 clusters Score -4248567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -4248585.500000 Penalty: 3139.528564
	Iteration 26Q: 3 clusters Score -4248586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4248592.000000 Penalty: 3139.528564
	Iteration 27Q: 3 clusters Score -4248592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -4248606.000000 Penalty: 3139.528564
	Iteration 28Q: 3 clusters Score -4248606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -4248607.500000 Penalty: 3139.528564
	Iteration 29Q: 3 clusters Score -4248608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -4248623.500000 Penalty: 3139.528564
	Iteration 30Q: 3 clusters Score -4248624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4248627.500000 Penalty: 3139.528564
	Iteration 31Q: 3 clusters Score -4248628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4248636.000000 Penalty: 3139.528564
	Iteration 32Q: 3 clusters Score -4248636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -4248643.500000 Penalty: 3139.528564
	Iteration 33Q: 3 clusters Score -4248644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -4248643.000000 Penalty: 3139.528564
	Iteration 34Q: 3 clusters Score -4248643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4248651.500000 Penalty: 3139.528564
	Iteration 35Q: 3 clusters Score -4248652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -4248661.500000 Penalty: 3139.528564
	Iteration 36Q: 3 clusters Score -4248662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -4248667.500000 Penalty: 3139.528564
	Iteration 37Q: 3 clusters Score -4248668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -4248686.000000 Penalty: 3139.528564
	Iteration 38Q: 3 clusters Score -4248686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4248698.000000 Penalty: 3139.528564
	Iteration 39Q: 3 clusters Score -4248698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -4248706.000000 Penalty: 3139.528564
	Iteration 40F: 3 clusters Score -4248706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -4248704.000000 Penalty: 3139.528564
	Iteration 41Q: 3 clusters Score -4248704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -4248716.500000 Penalty: 3139.528564
	Iteration 42Q: 3 clusters Score -4248716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4248718.500000 Penalty: 3139.528564
	Iteration 43Q: 3 clusters Score -4248718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4248722.000000 Penalty: 3139.528564
	Iteration 44Q: 3 clusters Score -4248722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4248725.000000 Penalty: 3139.528564
	Iteration 45Q: 3 clusters Score -4248725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4248724.500000 Penalty: 3139.528564
	Iteration 46Q: 3 clusters Score -4248724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4248732.500000 Penalty: 3139.528564
	Iteration 47Q: 3 clusters Score -4248732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4248729.500000 Penalty: 3139.528564
	Iteration 48Q: 3 clusters Score -4248730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -4248729.000000 Penalty: 3139.528564
	Iteration 49Q: 3 clusters Score -4248729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4248736.500000 Penalty: 3139.528564
	Iteration 50Q: 3 clusters Score -4248736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -4248738.000000 Penalty: 3139.528564
	Iteration 51Q: 3 clusters Score -4248738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4248732.500000 Penalty: 3139.528564
	Iteration 52Q: 3 clusters Score -4248732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4248734.000000 Penalty: 3139.528564
	Iteration 53Q: 3 clusters Score -4248734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -4248740.000000 Penalty: 3139.528564
	Iteration 54Q: 3 clusters Score -4248740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -4248742.000000 Penalty: 3139.528564
	Iteration 55Q: 3 clusters Score -4248742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4248741.500000 Penalty: 3139.528564
	Iteration 56Q: 3 clusters Score -4248742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4248739.000000 Penalty: 3139.528564
	Iteration 57Q: 3 clusters Score -4248739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4248738.000000 Penalty: 3139.528564
	Iteration 58Q: 3 clusters Score -4248738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -4248743.500000 Penalty: 3139.528564
	Iteration 59Q: 3 clusters Score -4248744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4248745.000000 Penalty: 3139.528564
	Iteration 60F: 3 clusters Score -4248745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4248742.500000 Penalty: 3139.528564
	Iteration 61Q: 3 clusters Score -4248742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4248742.500000 Penalty: 3139.528564
	Iteration 62F: 3 clusters Score -4248742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -133434.921875 Penalty: 1055.745605
	Iteration 0F: 2 clusters Score -133434.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -132044.734375 Penalty: 2111.491211
	Iteration 0F: 3 clusters Score -132044.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -132316.500000 Penalty: 2111.491211
	Iteration 1F: 3 clusters Score -132316.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -132394.484375 Penalty: 2111.491211
	Iteration 2F: 3 clusters Score -132394.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -132434.125000 Penalty: 2111.491211
	Iteration 3Q: 3 clusters Score -132434.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -132462.359375 Penalty: 2111.491211
	Iteration 4Q: 3 clusters Score -132462.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132478.781250 Penalty: 2111.491211
	Iteration 5Q: 3 clusters Score -132478.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132485.156250 Penalty: 2111.491211
	Iteration 6Q: 3 clusters Score -132485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -132490.031250 Penalty: 2111.491211
	Iteration 7Q: 3 clusters Score -132490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -132493.562500 Penalty: 2111.491211
	Iteration 8Q: 3 clusters Score -132493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -132500.562500 Penalty: 2111.491211
	Iteration 9Q: 3 clusters Score -132500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -132502.984375 Penalty: 2111.491211
	Iteration 10Q: 3 clusters Score -132503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132508.656250 Penalty: 2111.491211
	Iteration 11Q: 3 clusters Score -132508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -132511.671875 Penalty: 2111.491211
	Iteration 12Q: 3 clusters Score -132511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -132512.937500 Penalty: 2111.491211
	Iteration 13Q: 3 clusters Score -132512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132513.312500 Penalty: 2111.491211
	Iteration 14Q: 3 clusters Score -132513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -132513.312500 Penalty: 2111.491211
	Iteration 15F: 3 clusters Score -132513.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Entering Unmasked Estep 
Score: -4519470.500000 Penalty: 1577.477051
	Iteration 0F: 2 clusters Score -4519470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4493482.000000 Penalty: 3154.954102
	Iteration 0F: 3 clusters Score -4493482 nChanged 18290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -4503877.000000 Penalty: 3154.954102
	Iteration 1F: 3 clusters Score -4503877 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -4505045.000000 Penalty: 3154.954102
	Iteration 2F: 3 clusters Score -4505045 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4506384.500000 Penalty: 3154.954102
	Iteration 3F: 3 clusters Score -4506384 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4507839.000000 Penalty: 3154.954102
	Iteration 4F: 3 clusters Score -4507839 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -4509181.500000 Penalty: 3154.954102
	Iteration 5F: 3 clusters Score -4509182 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -4510154.000000 Penalty: 3154.954102
	Iteration 6F: 3 clusters Score -4510154 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4510815.000000 Penalty: 3154.954102
	Iteration 7Q: 3 clusters Score -4510815 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -4511265.500000 Penalty: 3154.954102
	Iteration 8Q: 3 clusters Score -4511266 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -4511561.000000 Penalty: 3154.954102
	Iteration 9Q: 3 clusters Score -4511561 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -4511840.000000 Penalty: 3154.954102
	Iteration 10Q: 3 clusters Score -4511840 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -4512086.500000 Penalty: 3154.954102
	Iteration 11Q: 3 clusters Score -4512086 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4512399.000000 Penalty: 3154.954102
	Iteration 12Q: 3 clusters Score -4512399 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4512712.500000 Penalty: 3154.954102
	Iteration 13Q: 3 clusters Score -4512712 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4513159.000000 Penalty: 3154.954102
	Iteration 14Q: 3 clusters Score -4513159 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -4513670.500000 Penalty: 3154.954102
	Iteration 15Q: 3 clusters Score -4513670 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4514297.000000 Penalty: 3154.954102
	Iteration 16Q: 3 clusters Score -4514297 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4514883.500000 Penalty: 3154.954102
	Iteration 17Q: 3 clusters Score -4514884 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4515524.500000 Penalty: 3154.954102
	Iteration 18Q: 3 clusters Score -4515524 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -4516141.000000 Penalty: 3154.954102
	Iteration 19Q: 3 clusters Score -4516141 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -4516661.500000 Penalty: 3154.954102
	Iteration 20F: 3 clusters Score -4516662 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -4517058.500000 Penalty: 3154.954102
	Iteration 21Q: 3 clusters Score -4517058 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -4517411.500000 Penalty: 3154.954102
	Iteration 22Q: 3 clusters Score -4517412 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -4517656.000000 Penalty: 3154.954102
	Iteration 23Q: 3 clusters Score -4517656 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -4517828.000000 Penalty: 3154.954102
	Iteration 24Q: 3 clusters Score -4517828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4517945.000000 Penalty: 3154.954102
	Iteration 25Q: 3 clusters Score -4517945 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -4518023.500000 Penalty: 3154.954102
	Iteration 26Q: 3 clusters Score -4518024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -4518081.000000 Penalty: 3154.954102
	Iteration 27Q: 3 clusters Score -4518081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -4518132.500000 Penalty: 3154.954102
	Iteration 28Q: 3 clusters Score -4518132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -4518152.500000 Penalty: 3154.954102
	Iteration 29Q: 3 clusters Score -4518152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -4518179.000000 Penalty: 3154.954102
	Iteration 30Q: 3 clusters Score -4518179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -4518196.500000 Penalty: 3154.954102
	Iteration 31Q: 3 clusters Score -4518196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -4518202.500000 Penalty: 3154.954102
	Iteration 32Q: 3 clusters Score -4518202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -4518220.500000 Penalty: 3154.954102
	Iteration 33Q: 3 clusters Score -4518220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -4518237.500000 Penalty: 3154.954102
	Iteration 34Q: 3 clusters Score -4518238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -4518241.500000 Penalty: 3154.954102
	Iteration 35Q: 3 clusters Score -4518242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -4518251.000000 Penalty: 3154.954102
	Iteration 36Q: 3 clusters Score -4518251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -4518254.500000 Penalty: 3154.954102
	Iteration 37Q: 3 clusters Score -4518254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -4518254.000000 Penalty: 3154.954102
	Iteration 38Q: 3 clusters Score -4518254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -4518258.500000 Penalty: 3154.954102
	Iteration 39Q: 3 clusters Score -4518258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -4518262.000000 Penalty: 3154.954102
	Iteration 40F: 3 clusters Score -4518262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -4518270.000000 Penalty: 3154.954102
	Iteration 41Q: 3 clusters Score -4518270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -4518262.000000 Penalty: 3154.954102
	Iteration 42Q: 3 clusters Score -4518262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -4518262.000000 Penalty: 3154.954102
	Iteration 43F: 3 clusters Score -4518262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -192895.515625 Penalty: 1124.396484
	Iteration 0F: 2 clusters Score -192895.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -191051.640625 Penalty: 2248.792969
	Iteration 0F: 3 clusters Score -191051.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -191556.359375 Penalty: 2248.792969
	Iteration 1F: 3 clusters Score -191556.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -191684.031250 Penalty: 2248.792969
	Iteration 2F: 3 clusters Score -191684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -191756.421875 Penalty: 2248.792969
	Iteration 3Q: 3 clusters Score -191756.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -191798.015625 Penalty: 2248.792969
	Iteration 4Q: 3 clusters Score -191798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -191840.718750 Penalty: 2248.792969
	Iteration 5Q: 3 clusters Score -191840.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -191890.593750 Penalty: 2248.792969
	Iteration 6Q: 3 clusters Score -191890.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -191928.843750 Penalty: 2248.792969
	Iteration 7Q: 3 clusters Score -191928.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -191949.562500 Penalty: 2248.792969
	Iteration 8Q: 3 clusters Score -191949.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -191969.578125 Penalty: 2248.792969
	Iteration 9Q: 3 clusters Score -191969.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -191989.515625 Penalty: 2248.792969
	Iteration 10Q: 3 clusters Score -191989.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -192006.359375 Penalty: 2248.792969
	Iteration 11Q: 3 clusters Score -192006.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -192023.000000 Penalty: 2248.792969
	Iteration 12Q: 3 clusters Score -192023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -192033.156250 Penalty: 2248.792969
	Iteration 13Q: 3 clusters Score -192033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -192037.343750 Penalty: 2248.792969
	Iteration 14Q: 3 clusters Score -192037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -192038.953125 Penalty: 2248.792969
	Iteration 15Q: 3 clusters Score -192039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -192041.671875 Penalty: 2248.792969
	Iteration 16Q: 3 clusters Score -192041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -192045.203125 Penalty: 2248.792969
	Iteration 17Q: 3 clusters Score -192045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -192048.171875 Penalty: 2248.792969
	Iteration 18Q: 3 clusters Score -192048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -192050.718750 Penalty: 2248.792969
	Iteration 19Q: 3 clusters Score -192050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -192052.562500 Penalty: 2248.792969
	Iteration 20F: 3 clusters Score -192052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -192056.218750 Penalty: 2248.792969
	Iteration 21Q: 3 clusters Score -192056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -192058.437500 Penalty: 2248.792969
	Iteration 22Q: 3 clusters Score -192058.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -192058.437500 Penalty: 2248.792969
	Iteration 23F: 3 clusters Score -192058.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Entering Unmasked Estep 
Score: -6100092.500000 Penalty: 1628.021362
	Iteration 0F: 2 clusters Score -6100092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -6063180.000000 Penalty: 3256.042725
	Iteration 0F: 3 clusters Score -6063180 nChanged 26229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -6078076.500000 Penalty: 3256.042725
	Iteration 1F: 3 clusters Score -6078076 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -6078765.000000 Penalty: 3256.042725
	Iteration 2Q: 3 clusters Score -6078765 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -6079422.500000 Penalty: 3256.042725
	Iteration 3Q: 3 clusters Score -6079422 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -6080113.000000 Penalty: 3256.042725
	Iteration 4Q: 3 clusters Score -6080113 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -6080959.000000 Penalty: 3256.042725
	Iteration 5Q: 3 clusters Score -6080959 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -6081914.000000 Penalty: 3256.042725
	Iteration 6Q: 3 clusters Score -6081914 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -6082966.000000 Penalty: 3256.042725
	Iteration 7Q: 3 clusters Score -6082966 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -6084083.500000 Penalty: 3256.042725
	Iteration 8Q: 3 clusters Score -6084084 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -6085332.500000 Penalty: 3256.042725
	Iteration 9Q: 3 clusters Score -6085332 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -6086687.500000 Penalty: 3256.042725
	Iteration 10Q: 3 clusters Score -6086688 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -6088115.500000 Penalty: 3256.042725
	Iteration 11Q: 3 clusters Score -6088116 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -6089610.500000 Penalty: 3256.042725
	Iteration 12Q: 3 clusters Score -6089610 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -6091030.500000 Penalty: 3256.042725
	Iteration 13Q: 3 clusters Score -6091030 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -6092090.000000 Penalty: 3256.042725
	Iteration 14Q: 3 clusters Score -6092090 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -6092779.000000 Penalty: 3256.042725
	Iteration 15Q: 3 clusters Score -6092779 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -6093276.000000 Penalty: 3256.042725
	Iteration 16Q: 3 clusters Score -6093276 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -6093675.000000 Penalty: 3256.042725
	Iteration 17Q: 3 clusters Score -6093675 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -6094003.000000 Penalty: 3256.042725
	Iteration 18Q: 3 clusters Score -6094003 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -6094258.500000 Penalty: 3256.042725
	Iteration 19Q: 3 clusters Score -6094258 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -6094476.000000 Penalty: 3256.042725
	Iteration 20F: 3 clusters Score -6094476 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -6094670.500000 Penalty: 3256.042725
	Iteration 21Q: 3 clusters Score -6094670 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -6094885.500000 Penalty: 3256.042725
	Iteration 22Q: 3 clusters Score -6094886 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -6095104.000000 Penalty: 3256.042725
	Iteration 23Q: 3 clusters Score -6095104 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -6095350.500000 Penalty: 3256.042725
	Iteration 24Q: 3 clusters Score -6095350 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -6095558.500000 Penalty: 3256.042725
	Iteration 25Q: 3 clusters Score -6095558 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -6095869.500000 Penalty: 3256.042725
	Iteration 26Q: 3 clusters Score -6095870 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -6096077.000000 Penalty: 3256.042725
	Iteration 27Q: 3 clusters Score -6096077 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -6096310.500000 Penalty: 3256.042725
	Iteration 28Q: 3 clusters Score -6096310 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -6096540.500000 Penalty: 3256.042725
	Iteration 29Q: 3 clusters Score -6096540 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -6096735.500000 Penalty: 3256.042725
	Iteration 30Q: 3 clusters Score -6096736 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6096909.000000 Penalty: 3256.042725
	Iteration 31Q: 3 clusters Score -6096909 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -6097024.000000 Penalty: 3256.042725
	Iteration 32Q: 3 clusters Score -6097024 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -6097154.000000 Penalty: 3256.042725
	Iteration 33Q: 3 clusters Score -6097154 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -6097202.000000 Penalty: 3256.042725
	Iteration 34Q: 3 clusters Score -6097202 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -6097282.500000 Penalty: 3256.042725
	Iteration 35Q: 3 clusters Score -6097282 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6097346 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6097401 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6097442 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -6097480.500000 Penalty: 3256.042725
	Iteration 39Q: 3 clusters Score -6097480 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -6097515.500000 Penalty: 3256.042725
	Iteration 40F: 3 clusters Score -6097516 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6097546 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6097558 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -6097589.500000 Penalty: 3256.042725
	Iteration 43Q: 3 clusters Score -6097590 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6097616 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -6097648.000000 Penalty: 3256.042725
	Iteration 45Q: 3 clusters Score -6097648 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6097666 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6097680 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -6097696.000000 Penalty: 3256.042725
	Iteration 48Q: 3 clusters Score -6097696 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -6097725.500000 Penalty: 3256.042725
	Iteration 49Q: 3 clusters Score -6097726 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -6097760.000000 Penalty: 3256.042725
	Iteration 50Q: 3 clusters Score -6097760 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6097796 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6097800 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6097838 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -6097877.500000 Penalty: 3256.042725
	Iteration 54Q: 3 clusters Score -6097878 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -6097916.000000 Penalty: 3256.042725
	Iteration 55Q: 3 clusters Score -6097916 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6097949 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6097980 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -6098017.000000 Penalty: 3256.042725
	Iteration 58Q: 3 clusters Score -6098017 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -6098054.500000 Penalty: 3256.042725
	Iteration 59Q: 3 clusters Score -6098054 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -6098115.500000 Penalty: 3256.042725
	Iteration 60F: 3 clusters Score -6098116 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -6098134.000000 Penalty: 3256.042725
	Iteration 61Q: 3 clusters Score -6098134 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -6098186.500000 Penalty: 3256.042725
	Iteration 62Q: 3 clusters Score -6098186 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -6098229.000000 Penalty: 3256.042725
	Iteration 63Q: 3 clusters Score -6098229 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -6098269.500000 Penalty: 3256.042725
	Iteration 64Q: 3 clusters Score -6098270 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6098320 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6098366 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6098410 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -6098481.500000 Penalty: 3256.042725
	Iteration 68Q: 3 clusters Score -6098482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -6098534.500000 Penalty: 3256.042725
	Iteration 69Q: 3 clusters Score -6098534 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6098562 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6098575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -6098627.500000 Penalty: 3256.042725
	Iteration 72Q: 3 clusters Score -6098628 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6098638 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6098678 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -6098688.500000 Penalty: 3256.042725
	Iteration 75Q: 3 clusters Score -6098688 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6098715 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6098736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6098762 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6098768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6098791.000000 Penalty: 3256.042725
	Iteration 80F: 3 clusters Score -6098791 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -6098809.000000 Penalty: 3256.042725
	Iteration 81Q: 3 clusters Score -6098809 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -6098827.500000 Penalty: 3256.042725
	Iteration 82Q: 3 clusters Score -6098828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6098810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6098822.000000 Penalty: 3256.042725
	Iteration 84Q: 3 clusters Score -6098822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -6098816.500000 Penalty: 3256.042725
	Iteration 85Q: 3 clusters Score -6098816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6098816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -6098834.000000 Penalty: 3256.042725
	Iteration 87Q: 3 clusters Score -6098834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -6098846.500000 Penalty: 3256.042725
	Iteration 88Q: 3 clusters Score -6098846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -6098860.500000 Penalty: 3256.042725
	Iteration 89Q: 3 clusters Score -6098860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -6098856.500000 Penalty: 3256.042725
	Iteration 90Q: 3 clusters Score -6098856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -6098876.000000 Penalty: 3256.042725
	Iteration 91Q: 3 clusters Score -6098876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -6098879.500000 Penalty: 3256.042725
	Iteration 92Q: 3 clusters Score -6098880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6098887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6098888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6098901.500000 Penalty: 3256.042725
	Iteration 95Q: 3 clusters Score -6098902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6098896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6098906.500000 Penalty: 3256.042725
	Iteration 97Q: 3 clusters Score -6098906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6098911.000000 Penalty: 3256.042725
	Iteration 98Q: 3 clusters Score -6098911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6098915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6098911.000000 Penalty: 3256.042725
	Iteration 100F: 3 clusters Score -6098911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6098928.000000 Penalty: 3256.042725
	Iteration 101Q: 3 clusters Score -6098928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6098945.000000 Penalty: 3256.042725
	Iteration 102Q: 3 clusters Score -6098945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -6098956.500000 Penalty: 3256.042725
	Iteration 103Q: 3 clusters Score -6098956 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6098967.000000 Penalty: 3256.042725
	Iteration 104Q: 3 clusters Score -6098967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -6098964.500000 Penalty: 3256.042725
	Iteration 105Q: 3 clusters Score -6098964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -6098984.500000 Penalty: 3256.042725
	Iteration 106Q: 3 clusters Score -6098984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6098998.000000 Penalty: 3256.042725
	Iteration 107Q: 3 clusters Score -6098998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6098996.500000 Penalty: 3256.042725
	Iteration 108Q: 3 clusters Score -6098996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -6099015.500000 Penalty: 3256.042725
	Iteration 109Q: 3 clusters Score -6099016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -6099016.500000 Penalty: 3256.042725
	Iteration 110Q: 3 clusters Score -6099016 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6099020.500000 Penalty: 3256.042725
	Iteration 111Q: 3 clusters Score -6099020 nChanged 37
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Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6099028.500000 Penalty: 3256.042725
	Iteration 112Q: 3 clusters Score -6099028 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6099008.500000 Penalty: 3256.042725
	Iteration 113Q: 3 clusters Score -6099008 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6099010.500000 Penalty: 3256.042725
	Iteration 114Q: 3 clusters Score -6099010 nChanged 11
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Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6099001.000000 Penalty: 3256.042725
	Iteration 115Q: 3 clusters Score -6099001 nChanged 8
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Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6099009.500000 Penalty: 3256.042725
	Iteration 116Q: 3 clusters Score -6099010 nChanged 9
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Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6099011.000000 Penalty: 3256.042725
	Iteration 117Q: 3 clusters Score -6099011 nChanged 15
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Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6099012 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6099018.500000 Penalty: 3256.042725
	Iteration 119Q: 3 clusters Score -6099018 nChanged 4
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Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -6099008.000000 Penalty: 3256.042725
	Iteration 120F: 3 clusters Score -6099008 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6099015.500000 Penalty: 3256.042725
	Iteration 121Q: 3 clusters Score -6099016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6099022.000000 Penalty: 3256.042725
	Iteration 122Q: 3 clusters Score -6099022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6099019.000000 Penalty: 3256.042725
	Iteration 123Q: 3 clusters Score -6099019 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6099020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6099016.500000 Penalty: 3256.042725
	Iteration 125Q: 3 clusters Score -6099016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6099018.500000 Penalty: 3256.042725
	Iteration 126Q: 3 clusters Score -6099018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6099018 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6099017.000000 Penalty: 3256.042725
	Iteration 128Q: 3 clusters Score -6099017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6099016.000000 Penalty: 3256.042725
	Iteration 129Q: 3 clusters Score -6099016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -6099022.000000 Penalty: 3256.042725
	Iteration 130Q: 3 clusters Score -6099022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6099017.500000 Penalty: 3256.042725
	Iteration 131Q: 3 clusters Score -6099018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6099015.500000 Penalty: 3256.042725
	Iteration 132Q: 3 clusters Score -6099016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6099014.000000 Penalty: 3256.042725
	Iteration 133Q: 3 clusters Score -6099014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6099014.000000 Penalty: 3256.042725
	Iteration 134F: 3 clusters Score -6099014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -86541.835938 Penalty: 1004.215454
	Iteration 0F: 2 clusters Score -86541.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85411.820312 Penalty: 2008.430908
	Iteration 0F: 3 clusters Score -85411.82 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85662.984375 Penalty: 2008.430908
	Iteration 1F: 3 clusters Score -85662.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85738.359375 Penalty: 2008.430908
	Iteration 2F: 3 clusters Score -85738.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85770.921875 Penalty: 2008.430908
	Iteration 3Q: 3 clusters Score -85770.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85787.281250 Penalty: 2008.430908
	Iteration 4Q: 3 clusters Score -85787.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -85803.226562 Penalty: 2008.430908
	Iteration 5Q: 3 clusters Score -85803.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85809.367188 Penalty: 2008.430908
	Iteration 6Q: 3 clusters Score -85809.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85810.039062 Penalty: 2008.430908
	Iteration 7Q: 3 clusters Score -85810.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85811.023438 Penalty: 2008.430908
	Iteration 8Q: 3 clusters Score -85811.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85812.570312 Penalty: 2008.430908
	Iteration 9Q: 3 clusters Score -85812.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85814.101562 Penalty: 2008.430908
	Iteration 10Q: 3 clusters Score -85814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85814.101562 Penalty: 2008.430908
	Iteration 11F: 3 clusters Score -85814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Entering Unmasked Estep 
Score: -2465883.000000 Penalty: 1488.111694
	Iteration 0F: 2 clusters Score -2465883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2451564.250000 Penalty: 2976.223389
	Iteration 0F: 3 clusters Score -2451564 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2456871.000000 Penalty: 2976.223389
	Iteration 1F: 3 clusters Score -2456871 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2457291.250000 Penalty: 2976.223389
	Iteration 2F: 3 clusters Score -2457291 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2457641.500000 Penalty: 2976.223389
	Iteration 3Q: 3 clusters Score -2457642 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2457914.250000 Penalty: 2976.223389
	Iteration 4Q: 3 clusters Score -2457914 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2458176.250000 Penalty: 2976.223389
	Iteration 5Q: 3 clusters Score -2458176 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2458451.000000 Penalty: 2976.223389
	Iteration 6Q: 3 clusters Score -2458451 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2458790.000000 Penalty: 2976.223389
	Iteration 7Q: 3 clusters Score -2458790 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2459216.250000 Penalty: 2976.223389
	Iteration 8Q: 3 clusters Score -2459216 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2459770.500000 Penalty: 2976.223389
	Iteration 9Q: 3 clusters Score -2459770 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2460391.500000 Penalty: 2976.223389
	Iteration 10F: 3 clusters Score -2460392 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2461166.000000 Penalty: 2976.223389
	Iteration 11F: 3 clusters Score -2461166 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2461993.000000 Penalty: 2976.223389
	Iteration 12F: 3 clusters Score -2461993 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2462846.750000 Penalty: 2976.223389
	Iteration 13Q: 3 clusters Score -2462847 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2463524.250000 Penalty: 2976.223389
	Iteration 14Q: 3 clusters Score -2463524 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2464029.000000 Penalty: 2976.223389
	Iteration 15Q: 3 clusters Score -2464029 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2464351.500000 Penalty: 2976.223389
	Iteration 16Q: 3 clusters Score -2464352 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2464560.500000 Penalty: 2976.223389
	Iteration 17Q: 3 clusters Score -2464560 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2464691.750000 Penalty: 2976.223389
	Iteration 18Q: 3 clusters Score -2464692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2464783.250000 Penalty: 2976.223389
	Iteration 19Q: 3 clusters Score -2464783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2464832.250000 Penalty: 2976.223389
	Iteration 20F: 3 clusters Score -2464832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2464869.250000 Penalty: 2976.223389
	Iteration 21Q: 3 clusters Score -2464869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2464895.500000 Penalty: 2976.223389
	Iteration 22Q: 3 clusters Score -2464896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2464914.750000 Penalty: 2976.223389
	Iteration 23Q: 3 clusters Score -2464915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2464931.250000 Penalty: 2976.223389
	Iteration 24Q: 3 clusters Score -2464931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2464941.250000 Penalty: 2976.223389
	Iteration 25Q: 3 clusters Score -2464941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2464951.500000 Penalty: 2976.223389
	Iteration 26Q: 3 clusters Score -2464952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2464954.500000 Penalty: 2976.223389
	Iteration 27Q: 3 clusters Score -2464954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2464960.500000 Penalty: 2976.223389
	Iteration 28Q: 3 clusters Score -2464960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2464964.750000 Penalty: 2976.223389
	Iteration 29Q: 3 clusters Score -2464965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2464966.000000 Penalty: 2976.223389
	Iteration 30Q: 3 clusters Score -2464966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2464963.500000 Penalty: 2976.223389
	Iteration 31Q: 3 clusters Score -2464964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2464963.500000 Penalty: 2976.223389
	Iteration 32F: 3 clusters Score -2464964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (61375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Entering Unmasked Estep 
Score: -6780646.500000 Penalty: 1640.483887
	Iteration 0F: 2 clusters Score -6780646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -6740313.500000 Penalty: 3280.967773
	Iteration 0F: 3 clusters Score -6740314 nChanged 28604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -6756753.000000 Penalty: 3280.967773
	Iteration 1F: 3 clusters Score -6756753 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -6757787.500000 Penalty: 3280.967773
	Iteration 2Q: 3 clusters Score -6757788 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -6759305.000000 Penalty: 3280.967773
	Iteration 3F: 3 clusters Score -6759305 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -6761513.500000 Penalty: 3280.967773
	Iteration 4F: 3 clusters Score -6761514 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -6764720.000000 Penalty: 3280.967773
	Iteration 5F: 3 clusters Score -6764720 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -6768766.000000 Penalty: 3280.967773
	Iteration 6F: 3 clusters Score -6768766 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -6772817.000000 Penalty: 3280.967773
	Iteration 7F: 3 clusters Score -6772817 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -6775807.500000 Penalty: 3280.967773
	Iteration 8F: 3 clusters Score -6775808 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6777609.500000 Penalty: 3280.967773
	Iteration 9Q: 3 clusters Score -6777610 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6778489.000000 Penalty: 3280.967773
	Iteration 10Q: 3 clusters Score -6778489 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6778914.500000 Penalty: 3280.967773
	Iteration 11Q: 3 clusters Score -6778914 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6779099.500000 Penalty: 3280.967773
	Iteration 12Q: 3 clusters Score -6779100 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6779197.000000 Penalty: 3280.967773
	Iteration 13Q: 3 clusters Score -6779197 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6779261.000000 Penalty: 3280.967773
	Iteration 14Q: 3 clusters Score -6779261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6779298.000000 Penalty: 3280.967773
	Iteration 15Q: 3 clusters Score -6779298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6779332.000000 Penalty: 3280.967773
	Iteration 16Q: 3 clusters Score -6779332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6779339.000000 Penalty: 3280.967773
	Iteration 17Q: 3 clusters Score -6779339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6779354.000000 Penalty: 3280.967773
	Iteration 18Q: 3 clusters Score -6779354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6779368.500000 Penalty: 3280.967773
	Iteration 19Q: 3 clusters Score -6779368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6779372.500000 Penalty: 3280.967773
	Iteration 20F: 3 clusters Score -6779372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6779373.500000 Penalty: 3280.967773
	Iteration 21Q: 3 clusters Score -6779374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6779383.500000 Penalty: 3280.967773
	Iteration 22Q: 3 clusters Score -6779384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6779386.000000 Penalty: 3280.967773
	Iteration 23Q: 3 clusters Score -6779386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6779392.500000 Penalty: 3280.967773
	Iteration 24Q: 3 clusters Score -6779392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6779391.500000 Penalty: 3280.967773
	Iteration 25Q: 3 clusters Score -6779392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6779401.500000 Penalty: 3280.967773
	Iteration 26Q: 3 clusters Score -6779402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6779401.500000 Penalty: 3280.967773
	Iteration 27F: 3 clusters Score -6779402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -697677.750000 Penalty: 1293.617310
	Iteration 0F: 2 clusters Score -697677.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -693361.062500 Penalty: 2587.234619
	Iteration 0F: 3 clusters Score -693361.1 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -694725.062500 Penalty: 2587.234619
	Iteration 1F: 3 clusters Score -694725.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -694953.437500 Penalty: 2587.234619
	Iteration 2F: 3 clusters Score -694953.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -695096.437500 Penalty: 2587.234619
	Iteration 3Q: 3 clusters Score -695096.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -695202.062500 Penalty: 2587.234619
	Iteration 4Q: 3 clusters Score -695202.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -695274.687500 Penalty: 2587.234619
	Iteration 5Q: 3 clusters Score -695274.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -695326.875000 Penalty: 2587.234619
	Iteration 6Q: 3 clusters Score -695326.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -695373.062500 Penalty: 2587.234619
	Iteration 7Q: 3 clusters Score -695373.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -695413.437500 Penalty: 2587.234619
	Iteration 8Q: 3 clusters Score -695413.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -695442.562500 Penalty: 2587.234619
	Iteration 9Q: 3 clusters Score -695442.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -695465.312500 Penalty: 2587.234619
	Iteration 10Q: 3 clusters Score -695465.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -695485.625000 Penalty: 2587.234619
	Iteration 11Q: 3 clusters Score -695485.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -695502.562500 Penalty: 2587.234619
	Iteration 12Q: 3 clusters Score -695502.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -695516.625000 Penalty: 2587.234619
	Iteration 13Q: 3 clusters Score -695516.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -695524.750000 Penalty: 2587.234619
	Iteration 14Q: 3 clusters Score -695524.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -695533.000000 Penalty: 2587.234619
	Iteration 15Q: 3 clusters Score -695533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -695545.937500 Penalty: 2587.234619
	Iteration 16Q: 3 clusters Score -695545.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -695558.687500 Penalty: 2587.234619
	Iteration 17Q: 3 clusters Score -695558.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -695569.625000 Penalty: 2587.234619
	Iteration 18Q: 3 clusters Score -695569.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -695583.062500 Penalty: 2587.234619
	Iteration 19Q: 3 clusters Score -695583.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -695594.250000 Penalty: 2587.234619
	Iteration 20F: 3 clusters Score -695594.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -695607.625000 Penalty: 2587.234619
	Iteration 21Q: 3 clusters Score -695607.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -695623.250000 Penalty: 2587.234619
	Iteration 22Q: 3 clusters Score -695623.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -695641.812500 Penalty: 2587.234619
	Iteration 23Q: 3 clusters Score -695641.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -695667.000000 Penalty: 2587.234619
	Iteration 24Q: 3 clusters Score -695667 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -695692.500000 Penalty: 2587.234619
	Iteration 25Q: 3 clusters Score -695692.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -695720.687500 Penalty: 2587.234619
	Iteration 26Q: 3 clusters Score -695720.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -695755.062500 Penalty: 2587.234619
	Iteration 27Q: 3 clusters Score -695755.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -695786.187500 Penalty: 2587.234619
	Iteration 28Q: 3 clusters Score -695786.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -695817.875000 Penalty: 2587.234619
	Iteration 29Q: 3 clusters Score -695817.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -695847.312500 Penalty: 2587.234619
	Iteration 30Q: 3 clusters Score -695847.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -695871.250000 Penalty: 2587.234619
	Iteration 31Q: 3 clusters Score -695871.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -695895.812500 Penalty: 2587.234619
	Iteration 32Q: 3 clusters Score -695895.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -695922.937500 Penalty: 2587.234619
	Iteration 33Q: 3 clusters Score -695922.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -695948.187500 Penalty: 2587.234619
	Iteration 34Q: 3 clusters Score -695948.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -695965.500000 Penalty: 2587.234619
	Iteration 35Q: 3 clusters Score -695965.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -695985.375000 Penalty: 2587.234619
	Iteration 36Q: 3 clusters Score -695985.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -696008.750000 Penalty: 2587.234619
	Iteration 37Q: 3 clusters Score -696008.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -696035.312500 Penalty: 2587.234619
	Iteration 38Q: 3 clusters Score -696035.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -696061.375000 Penalty: 2587.234619
	Iteration 39Q: 3 clusters Score -696061.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -696092.000000 Penalty: 2587.234619
	Iteration 40F: 3 clusters Score -696092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -696120.937500 Penalty: 2587.234619
	Iteration 41Q: 3 clusters Score -696120.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -696153.687500 Penalty: 2587.234619
	Iteration 42Q: 3 clusters Score -696153.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -696202.437500 Penalty: 2587.234619
	Iteration 43Q: 3 clusters Score -696202.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -696241.000000 Penalty: 2587.234619
	Iteration 44Q: 3 clusters Score -696241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -696277.812500 Penalty: 2587.234619
	Iteration 45Q: 3 clusters Score -696277.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -696305.687500 Penalty: 2587.234619
	Iteration 46Q: 3 clusters Score -696305.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -696331.937500 Penalty: 2587.234619
	Iteration 47Q: 3 clusters Score -696331.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -696351.312500 Penalty: 2587.234619
	Iteration 48Q: 3 clusters Score -696351.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -696365.437500 Penalty: 2587.234619
	Iteration 49Q: 3 clusters Score -696365.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -696383.375000 Penalty: 2587.234619
	Iteration 50Q: 3 clusters Score -696383.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -696393.375000 Penalty: 2587.234619
	Iteration 51Q: 3 clusters Score -696393.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -696405.750000 Penalty: 2587.234619
	Iteration 52Q: 3 clusters Score -696405.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -696416.562500 Penalty: 2587.234619
	Iteration 53Q: 3 clusters Score -696416.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -696426.750000 Penalty: 2587.234619
	Iteration 54Q: 3 clusters Score -696426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -696430.625000 Penalty: 2587.234619
	Iteration 55Q: 3 clusters Score -696430.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -696438.687500 Penalty: 2587.234619
	Iteration 56Q: 3 clusters Score -696438.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -696441.687500 Penalty: 2587.234619
	Iteration 57Q: 3 clusters Score -696441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -696451.375000 Penalty: 2587.234619
	Iteration 58Q: 3 clusters Score -696451.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -696461.062500 Penalty: 2587.234619
	Iteration 59Q: 3 clusters Score -696461.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -696466.625000 Penalty: 2587.234619
	Iteration 60F: 3 clusters Score -696466.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -696474.562500 Penalty: 2587.234619
	Iteration 61Q: 3 clusters Score -696474.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -696484.250000 Penalty: 2587.234619
	Iteration 62Q: 3 clusters Score -696484.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -696487.937500 Penalty: 2587.234619
	Iteration 63Q: 3 clusters Score -696487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -696492.812500 Penalty: 2587.234619
	Iteration 64Q: 3 clusters Score -696492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -696497.250000 Penalty: 2587.234619
	Iteration 65Q: 3 clusters Score -696497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -696506.000000 Penalty: 2587.234619
	Iteration 66Q: 3 clusters Score -696506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -696515.312500 Penalty: 2587.234619
	Iteration 67Q: 3 clusters Score -696515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -696516.250000 Penalty: 2587.234619
	Iteration 68Q: 3 clusters Score -696516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -696519.625000 Penalty: 2587.234619
	Iteration 69Q: 3 clusters Score -696519.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -696526.250000 Penalty: 2587.234619
	Iteration 70Q: 3 clusters Score -696526.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -696534.125000 Penalty: 2587.234619
	Iteration 71Q: 3 clusters Score -696534.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -696540.937500 Penalty: 2587.234619
	Iteration 72Q: 3 clusters Score -696540.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -696547.312500 Penalty: 2587.234619
	Iteration 73Q: 3 clusters Score -696547.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -696551.375000 Penalty: 2587.234619
	Iteration 74Q: 3 clusters Score -696551.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -696556.125000 Penalty: 2587.234619
	Iteration 75Q: 3 clusters Score -696556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -696560.500000 Penalty: 2587.234619
	Iteration 76Q: 3 clusters Score -696560.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -696561.937500 Penalty: 2587.234619
	Iteration 77Q: 3 clusters Score -696561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -696565.375000 Penalty: 2587.234619
	Iteration 78Q: 3 clusters Score -696565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -696567.437500 Penalty: 2587.234619
	Iteration 79Q: 3 clusters Score -696567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -696571.312500 Penalty: 2587.234619
	Iteration 80F: 3 clusters Score -696571.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -696570.625000 Penalty: 2587.234619
	Iteration 81Q: 3 clusters Score -696570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -696571.500000 Penalty: 2587.234619
	Iteration 82Q: 3 clusters Score -696571.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -696571.500000 Penalty: 2587.234619
	Iteration 83F: 3 clusters Score -696571.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 26556 members 
Mstep: Class 5 contains 21289 members 
Mstep: Class 6 contains 93533 members 
Mstep: Class 7 contains 19009 members 
Mstep: Class 8 contains 40492 members 
Mstep: Class 9 contains 10632 members 
Mstep: Class 10 contains 31212 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 27958 members 
Mstep: Class 13 contains 49705 members 
Mstep: Class 14 contains 33122 members 
Mstep: Class 15 contains 23487 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 15018 members 
Mstep: Class 18 contains 3186 members 
Mstep: Class 19 contains 38158 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 40188 members 
Mstep: Class 22 contains 1913 members 
Mstep: Class 23 contains 56444 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 22043 members 
Mstep: Class 26 contains 61375 members 
Mstep: Class 27 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881120.000000 Penalty: 56277.878906
Iteration 79Q: 29 clusters Score -7.888112e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 26552 members 
Mstep: Class 5 contains 21165 members 
Mstep: Class 6 contains 93538 members 
Mstep: Class 7 contains 19018 members 
Mstep: Class 8 contains 40512 members 
Mstep: Class 9 contains 10629 members 
Mstep: Class 10 contains 31236 members 
Mstep: Class 11 contains 17576 members 
Mstep: Class 12 contains 27971 members 
Mstep: Class 13 contains 49702 members 
Mstep: Class 14 contains 33152 members 
Mstep: Class 15 contains 23484 members 
Mstep: Class 16 contains 23530 members 
Mstep: Class 17 contains 15019 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 38151 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 40201 members 
Mstep: Class 22 contains 1909 members 
Mstep: Class 23 contains 56432 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 22065 members 
Mstep: Class 26 contains 61363 members 
Mstep: Class 27 contains 5965 members 
Mstep: Class 28 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881544.000000 Penalty: 56277.878906
Iteration 80F: 29 clusters Score -7.888154e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 2378 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 26543 members 
Mstep: Class 5 contains 21113 members 
Mstep: Class 6 contains 93521 members 
Mstep: Class 7 contains 19014 members 
Mstep: Class 8 contains 40487 members 
Mstep: Class 9 contains 10627 members 
Mstep: Class 10 contains 31230 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27971 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33134 members 
Mstep: Class 15 contains 23473 members 
Mstep: Class 16 contains 23536 members 
Mstep: Class 17 contains 15016 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 38142 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 40191 members 
Mstep: Class 22 contains 1905 members 
Mstep: Class 23 contains 56429 members 
Mstep: Class 24 contains 843 members 
Mstep: Class 25 contains 22061 members 
Mstep: Class 26 contains 61324 members 
Mstep: Class 27 contains 5965 members 
Mstep: Class 28 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881600.000000 Penalty: 56277.878906
Iteration 81Q: 29 clusters Score -7.88816e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 26540 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 93510 members 
Mstep: Class 7 contains 19011 members 
Mstep: Class 8 contains 40471 members 
Mstep: Class 9 contains 10618 members 
Mstep: Class 10 contains 31228 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27971 members 
Mstep: Class 13 contains 49691 members 
Mstep: Class 14 contains 33137 members 
Mstep: Class 15 contains 23465 members 
Mstep: Class 16 contains 23548 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 38137 members 
Mstep: Class 20 contains 1182 members 
Mstep: Class 21 contains 40189 members 
Mstep: Class 22 contains 1897 members 
Mstep: Class 23 contains 56432 members 
Mstep: Class 24 contains 837 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61300 members 
Mstep: Class 27 contains 5967 members 
Mstep: Class 28 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881584.000000 Penalty: 56277.878906
Iteration 82Q: 29 clusters Score -7.888158e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21185 members 
Mstep: Class 6 contains 93498 members 
Mstep: Class 7 contains 19008 members 
Mstep: Class 8 contains 40465 members 
Mstep: Class 9 contains 10610 members 
Mstep: Class 10 contains 31233 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49692 members 
Mstep: Class 14 contains 33150 members 
Mstep: Class 15 contains 23464 members 
Mstep: Class 16 contains 23552 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 38130 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 40188 members 
Mstep: Class 22 contains 1894 members 
Mstep: Class 23 contains 56430 members 
Mstep: Class 24 contains 831 members 
Mstep: Class 25 contains 22057 members 
Mstep: Class 26 contains 61285 members 
Mstep: Class 27 contains 5968 members 
Mstep: Class 28 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881648.000000 Penalty: 56277.878906
Iteration 83Q: 29 clusters Score -7.888165e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21202 members 
Mstep: Class 6 contains 93502 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10602 members 
Mstep: Class 10 contains 31238 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27968 members 
Mstep: Class 13 contains 49690 members 
Mstep: Class 14 contains 33160 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23555 members 
Mstep: Class 17 contains 15013 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 38124 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 40186 members 
Mstep: Class 22 contains 1893 members 
Mstep: Class 23 contains 56421 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 22057 members 
Mstep: Class 26 contains 61280 members 
Mstep: Class 27 contains 5972 members 
Mstep: Class 28 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881624.000000 Penalty: 56277.878906
Iteration 84Q: 29 clusters Score -7.888162e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 26537 members 
Mstep: Class 5 contains 21218 members 
Mstep: Class 6 contains 93503 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 31240 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49690 members 
Mstep: Class 14 contains 33171 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23560 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3210 members 
Mstep: Class 19 contains 38117 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1892 members 
Mstep: Class 23 contains 56418 members 
Mstep: Class 24 contains 825 members 
Mstep: Class 25 contains 22057 members 
Mstep: Class 26 contains 61273 members 
Mstep: Class 27 contains 5972 members 
Mstep: Class 28 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881544.000000 Penalty: 56277.878906
Iteration 85Q: 29 clusters Score -7.888154e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 4 contains 26537 members 
Mstep: Class 5 contains 21229 members 
Mstep: Class 6 contains 93503 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10586 members 
Mstep: Class 10 contains 31242 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49690 members 
Mstep: Class 14 contains 33189 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23561 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3214 members 
Mstep: Class 19 contains 38112 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 56416 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61257 members 
Mstep: Class 27 contains 5974 members 
Mstep: Class 28 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881592.000000 Penalty: 56277.878906
Iteration 86Q: 29 clusters Score -7.888159e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21239 members 
Mstep: Class 6 contains 93506 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10578 members 
Mstep: Class 10 contains 31243 members 
Mstep: Class 11 contains 17565 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49690 members 
Mstep: Class 14 contains 33206 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23561 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 38105 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 56416 members 
Mstep: Class 24 contains 825 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61244 members 
Mstep: Class 27 contains 5973 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881672.000000 Penalty: 56277.878906
Iteration 87Q: 29 clusters Score -7.888167e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21240 members 
Mstep: Class 6 contains 93509 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40455 members 
Mstep: Class 9 contains 10589 members 
Mstep: Class 10 contains 31244 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49690 members 
Mstep: Class 14 contains 33222 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3224 members 
Mstep: Class 19 contains 38101 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 56415 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61234 members 
Mstep: Class 27 contains 5968 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881664.000000 Penalty: 56277.878906
Iteration 88Q: 29 clusters Score -7.888166e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21237 members 
Mstep: Class 6 contains 93506 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40455 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 31246 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49692 members 
Mstep: Class 14 contains 33235 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23561 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3228 members 
Mstep: Class 19 contains 38098 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1859 members 
Mstep: Class 23 contains 56411 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61230 members 
Mstep: Class 27 contains 5966 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881632.000000 Penalty: 56277.878906
Iteration 89Q: 29 clusters Score -7.888163e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21238 members 
Mstep: Class 6 contains 93505 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40455 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 31247 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33245 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23561 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3233 members 
Mstep: Class 19 contains 38096 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1856 members 
Mstep: Class 23 contains 56408 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61226 members 
Mstep: Class 27 contains 5963 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881648.000000 Penalty: 56277.878906
Iteration 90Q: 29 clusters Score -7.888165e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 2383 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21239 members 
Mstep: Class 6 contains 93510 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40455 members 
Mstep: Class 9 contains 10595 members 
Mstep: Class 10 contains 31248 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33256 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3237 members 
Mstep: Class 19 contains 38095 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1855 members 
Mstep: Class 23 contains 56396 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61218 members 
Mstep: Class 27 contains 5961 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881624.000000 Penalty: 56277.878906
Iteration 91Q: 29 clusters Score -7.888162e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21239 members 
Mstep: Class 6 contains 93516 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40455 members 
Mstep: Class 9 contains 10596 members 
Mstep: Class 10 contains 31248 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33262 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 38094 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1850 members 
Mstep: Class 23 contains 56389 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61214 members 
Mstep: Class 27 contains 5959 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881712.000000 Penalty: 56277.878906
Iteration 92Q: 29 clusters Score -7.888171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21241 members 
Mstep: Class 6 contains 93516 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40455 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 31248 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33268 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 38094 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 56383 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61211 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881688.000000 Penalty: 56277.878906
Iteration 93Q: 29 clusters Score -7.888169e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93516 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10605 members 
Mstep: Class 10 contains 31251 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33275 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3242 members 
Mstep: Class 19 contains 38095 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 56373 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61204 members 
Mstep: Class 27 contains 5957 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881696.000000 Penalty: 56277.878906
Iteration 94Q: 29 clusters Score -7.88817e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21243 members 
Mstep: Class 6 contains 93519 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10610 members 
Mstep: Class 10 contains 31251 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33285 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3243 members 
Mstep: Class 19 contains 38095 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 56365 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61193 members 
Mstep: Class 27 contains 5959 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881736.000000 Penalty: 56277.878906
Iteration 95Q: 29 clusters Score -7.888174e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93517 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10613 members 
Mstep: Class 10 contains 31251 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33302 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3244 members 
Mstep: Class 19 contains 38091 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 56353 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61186 members 
Mstep: Class 27 contains 5962 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881776.000000 Penalty: 56277.878906
Iteration 96Q: 29 clusters Score -7.888178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21240 members 
Mstep: Class 6 contains 93515 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10615 members 
Mstep: Class 10 contains 31251 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33316 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3245 members 
Mstep: Class 19 contains 38088 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1831 members 
Mstep: Class 23 contains 56348 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61180 members 
Mstep: Class 27 contains 5964 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881736.000000 Penalty: 56277.878906
Iteration 97Q: 29 clusters Score -7.888174e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21241 members 
Mstep: Class 6 contains 93515 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10616 members 
Mstep: Class 10 contains 31252 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33324 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3246 members 
Mstep: Class 19 contains 38083 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1828 members 
Mstep: Class 23 contains 56348 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61175 members 
Mstep: Class 27 contains 5965 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881752.000000 Penalty: 56277.878906
Iteration 98Q: 29 clusters Score -7.888175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21241 members 
Mstep: Class 6 contains 93512 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10618 members 
Mstep: Class 10 contains 31252 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33324 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3248 members 
Mstep: Class 19 contains 38083 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1828 members 
Mstep: Class 23 contains 56341 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61173 members 
Mstep: Class 27 contains 5971 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881728.000000 Penalty: 56277.878906
Iteration 99Q: 29 clusters Score -7.888173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21241 members 
Mstep: Class 6 contains 93511 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10619 members 
Mstep: Class 10 contains 31252 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33327 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 38084 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1822 members 
Mstep: Class 23 contains 56342 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61170 members 
Mstep: Class 27 contains 5972 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881728.000000 Penalty: 56277.878906
Iteration 100F: 29 clusters Score -7.888173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21240 members 
Mstep: Class 6 contains 93512 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10621 members 
Mstep: Class 10 contains 31252 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33326 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 38084 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1814 members 
Mstep: Class 23 contains 56341 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61170 members 
Mstep: Class 27 contains 5973 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881808.000000 Penalty: 56277.878906
Iteration 101Q: 29 clusters Score -7.888181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21241 members 
Mstep: Class 6 contains 93513 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10625 members 
Mstep: Class 10 contains 31252 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33325 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 38084 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1805 members 
Mstep: Class 23 contains 56339 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61170 members 
Mstep: Class 27 contains 5974 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881768.000000 Penalty: 56277.878906
Iteration 102Q: 29 clusters Score -7.888177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21240 members 
Mstep: Class 6 contains 93514 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10621 members 
Mstep: Class 10 contains 31253 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33330 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 38082 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1801 members 
Mstep: Class 23 contains 56339 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61168 members 
Mstep: Class 27 contains 5977 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881744.000000 Penalty: 56277.878906
Iteration 103Q: 29 clusters Score -7.888174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21238 members 
Mstep: Class 6 contains 93518 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10618 members 
Mstep: Class 10 contains 31255 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33334 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 38079 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 56340 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61166 members 
Mstep: Class 27 contains 5978 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881752.000000 Penalty: 56277.878906
Iteration 104Q: 29 clusters Score -7.888175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26538 members 
Mstep: Class 5 contains 21240 members 
Mstep: Class 6 contains 93520 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10613 members 
Mstep: Class 10 contains 31255 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33337 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 38076 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1795 members 
Mstep: Class 23 contains 56340 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61164 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881696.000000 Penalty: 56277.878906
Iteration 105Q: 29 clusters Score -7.88817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21239 members 
Mstep: Class 6 contains 93520 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10607 members 
Mstep: Class 10 contains 31255 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49693 members 
Mstep: Class 14 contains 33339 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 38075 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 56341 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61162 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881704.000000 Penalty: 56277.878906
Iteration 106Q: 29 clusters Score -7.88817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21239 members 
Mstep: Class 6 contains 93520 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10604 members 
Mstep: Class 10 contains 31255 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 38075 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1794 members 
Mstep: Class 23 contains 56343 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61162 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881712.000000 Penalty: 56277.878906
Iteration 107Q: 29 clusters Score -7.888171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21239 members 
Mstep: Class 6 contains 93518 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10601 members 
Mstep: Class 10 contains 31255 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33341 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 38075 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1794 members 
Mstep: Class 23 contains 56347 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61159 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881744.000000 Penalty: 56277.878906
Iteration 108Q: 29 clusters Score -7.888174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21240 members 
Mstep: Class 6 contains 93516 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10601 members 
Mstep: Class 10 contains 31255 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33347 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38075 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 56347 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61155 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881760.000000 Penalty: 56277.878906
Iteration 109Q: 29 clusters Score -7.888176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21241 members 
Mstep: Class 6 contains 93515 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 40456 members 
Mstep: Class 9 contains 10604 members 
Mstep: Class 10 contains 31256 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33350 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38074 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1788 members 
Mstep: Class 23 contains 56349 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61151 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881712.000000 Penalty: 56277.878906
Iteration 110Q: 29 clusters Score -7.888171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21243 members 
Mstep: Class 6 contains 93516 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10607 members 
Mstep: Class 10 contains 31256 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33352 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38074 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1787 members 
Mstep: Class 23 contains 56347 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61148 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881760.000000 Penalty: 56277.878906
Iteration 111Q: 29 clusters Score -7.888176e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93515 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10603 members 
Mstep: Class 10 contains 31257 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33354 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 38074 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1786 members 
Mstep: Class 23 contains 56352 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61146 members 
Mstep: Class 27 contains 5984 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881728.000000 Penalty: 56277.878906
Iteration 112Q: 29 clusters Score -7.888173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21243 members 
Mstep: Class 6 contains 93511 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10606 members 
Mstep: Class 10 contains 31258 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33355 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38074 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1782 members 
Mstep: Class 23 contains 56355 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61146 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881784.000000 Penalty: 56277.878906
Iteration 113Q: 29 clusters Score -7.888178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93513 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10610 members 
Mstep: Class 10 contains 31260 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33356 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38074 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1780 members 
Mstep: Class 23 contains 56355 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61144 members 
Mstep: Class 27 contains 5979 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881800.000000 Penalty: 56277.878906
Iteration 114Q: 29 clusters Score -7.88818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93513 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10616 members 
Mstep: Class 10 contains 31259 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33357 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38073 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 56354 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61144 members 
Mstep: Class 27 contains 5976 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881792.000000 Penalty: 56277.878906
Iteration 115Q: 29 clusters Score -7.888179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93511 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10627 members 
Mstep: Class 10 contains 31259 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33357 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38073 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1778 members 
Mstep: Class 23 contains 56339 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61144 members 
Mstep: Class 27 contains 5984 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881792.000000 Penalty: 56277.878906
Iteration 116Q: 29 clusters Score -7.888179e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93509 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10640 members 
Mstep: Class 10 contains 31259 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33355 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 38073 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1776 members 
Mstep: Class 23 contains 56328 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61144 members 
Mstep: Class 27 contains 5985 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881744.000000 Penalty: 56277.878906
Iteration 117Q: 29 clusters Score -7.888174e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93502 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10644 members 
Mstep: Class 10 contains 31259 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33356 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 38073 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 56329 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61143 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78881728.000000 Penalty: 56277.878906
Iteration 118Q: 29 clusters Score -7.888173e+07 nChanged 39
Entering ConstructFrom: 
Score: -78881728.000000 Penalty: 56277.878906
Entering ConstructFrom: 
Trying to split cluster 1 (65193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Entering Unmasked Estep 
Score: -7139709.500000 Penalty: 1649.464111
	Iteration 0F: 2 clusters Score -7139710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -7097274.500000 Penalty: 3298.928223
	Iteration 0F: 3 clusters Score -7097274 nChanged 30213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -7114395.500000 Penalty: 3298.928223
	Iteration 1F: 3 clusters Score -7114396 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -7115497.000000 Penalty: 3298.928223
	Iteration 2Q: 3 clusters Score -7115497 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -7117076.500000 Penalty: 3298.928223
	Iteration 3F: 3 clusters Score -7117076 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -7119037.500000 Penalty: 3298.928223
	Iteration 4F: 3 clusters Score -7119038 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -7121147.000000 Penalty: 3298.928223
	Iteration 5F: 3 clusters Score -7121147 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -7123121.500000 Penalty: 3298.928223
	Iteration 6F: 3 clusters Score -7123122 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -7124787.500000 Penalty: 3298.928223
	Iteration 7F: 3 clusters Score -7124788 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -7126136.500000 Penalty: 3298.928223
	Iteration 8Q: 3 clusters Score -7126136 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -7127417.000000 Penalty: 3298.928223
	Iteration 9Q: 3 clusters Score -7127417 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -7128733.000000 Penalty: 3298.928223
	Iteration 10Q: 3 clusters Score -7128733 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -7130294.000000 Penalty: 3298.928223
	Iteration 11Q: 3 clusters Score -7130294 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -7132131.500000 Penalty: 3298.928223
	Iteration 12Q: 3 clusters Score -7132132 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -7134063.000000 Penalty: 3298.928223
	Iteration 13Q: 3 clusters Score -7134063 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -7135805.500000 Penalty: 3298.928223
	Iteration 14Q: 3 clusters Score -7135806 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -7137041.000000 Penalty: 3298.928223
	Iteration 15Q: 3 clusters Score -7137041 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -7137848.000000 Penalty: 3298.928223
	Iteration 16Q: 3 clusters Score -7137848 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -7138333.500000 Penalty: 3298.928223
	Iteration 17Q: 3 clusters Score -7138334 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -7138600.000000 Penalty: 3298.928223
	Iteration 18Q: 3 clusters Score -7138600 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -7138736.500000 Penalty: 3298.928223
	Iteration 19Q: 3 clusters Score -7138736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -7138877.500000 Penalty: 3298.928223
	Iteration 20F: 3 clusters Score -7138878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -7139008.000000 Penalty: 3298.928223
	Iteration 21Q: 3 clusters Score -7139008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -7139275.500000 Penalty: 3298.928223
	Iteration 22Q: 3 clusters Score -7139276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -7139377.500000 Penalty: 3298.928223
	Iteration 23Q: 3 clusters Score -7139378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -7139425.000000 Penalty: 3298.928223
	Iteration 24Q: 3 clusters Score -7139425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -7139458.500000 Penalty: 3298.928223
	Iteration 25Q: 3 clusters Score -7139458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 63938 members 
Entering Unmasked Estep 
Score: -7139453.500000 Penalty: 3298.928223
	Iteration 26Q: 3 clusters Score -7139454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -7139483.500000 Penalty: 3298.928223
	Iteration 27Q: 3 clusters Score -7139484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -7139492.500000 Penalty: 3298.928223
	Iteration 28Q: 3 clusters Score -7139492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -7139500.500000 Penalty: 3298.928223
	Iteration 29Q: 3 clusters Score -7139500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 63880 members 
Entering Unmasked Estep 
Score: -7139510.000000 Penalty: 3298.928223
	Iteration 30Q: 3 clusters Score -7139510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -7139519.500000 Penalty: 3298.928223
	Iteration 31Q: 3 clusters Score -7139520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -7139523.000000 Penalty: 3298.928223
	Iteration 32Q: 3 clusters Score -7139523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -7139521.000000 Penalty: 3298.928223
	Iteration 33Q: 3 clusters Score -7139521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -7139533.500000 Penalty: 3298.928223
	Iteration 34Q: 3 clusters Score -7139534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -7139531.000000 Penalty: 3298.928223
	Iteration 35Q: 3 clusters Score -7139531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -7139541.000000 Penalty: 3298.928223
	Iteration 36Q: 3 clusters Score -7139541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -7139532.000000 Penalty: 3298.928223
	Iteration 37Q: 3 clusters Score -7139532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -7139537.500000 Penalty: 3298.928223
	Iteration 38Q: 3 clusters Score -7139538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -7139537.000000 Penalty: 3298.928223
	Iteration 39Q: 3 clusters Score -7139537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -7139543.000000 Penalty: 3298.928223
	Iteration 40F: 3 clusters Score -7139543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -7139550.000000 Penalty: 3298.928223
	Iteration 41Q: 3 clusters Score -7139550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -7139547.000000 Penalty: 3298.928223
	Iteration 42Q: 3 clusters Score -7139547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -7139543.500000 Penalty: 3298.928223
	Iteration 43Q: 3 clusters Score -7139544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -7139543.000000 Penalty: 3298.928223
	Iteration 44Q: 3 clusters Score -7139543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -7139543.000000 Penalty: 3298.928223
	Iteration 45F: 3 clusters Score -7139543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -252448.312500 Penalty: 1157.833374
	Iteration 0F: 2 clusters Score -252448.3 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: -250316.937500 Penalty: 2315.666748
	Iteration 0F: 3 clusters Score -250316.9 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -250890.953125 Penalty: 2315.666748
	Iteration 1F: 3 clusters Score -250891 nChanged 180
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: -251037.859375 Penalty: 2315.666748
	Iteration 2F: 3 clusters Score -251037.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -251126.890625 Penalty: 2315.666748
	Iteration 3Q: 3 clusters Score -251126.9 nChanged 69
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: -251173.234375 Penalty: 2315.666748
	Iteration 4Q: 3 clusters Score -251173.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -251204.109375 Penalty: 2315.666748
	Iteration 5Q: 3 clusters Score -251204.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -251223.765625 Penalty: 2315.666748
	Iteration 6Q: 3 clusters Score -251223.8 nChanged 30
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: -251245.718750 Penalty: 2315.666748
	Iteration 7Q: 3 clusters Score -251245.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -251257.953125 Penalty: 2315.666748
	Iteration 8Q: 3 clusters Score -251258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -251268.625000 Penalty: 2315.666748
	Iteration 9Q: 3 clusters Score -251268.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -251285.218750 Penalty: 2315.666748
	Iteration 10Q: 3 clusters Score -251285.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -251300.640625 Penalty: 2315.666748
	Iteration 11Q: 3 clusters Score -251300.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -251316.062500 Penalty: 2315.666748
	Iteration 12Q: 3 clusters Score -251316.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -251343.265625 Penalty: 2315.666748
	Iteration 13Q: 3 clusters Score -251343.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -251389.312500 Penalty: 2315.666748
	Iteration 14Q: 3 clusters Score -251389.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -251427.031250 Penalty: 2315.666748
	Iteration 15Q: 3 clusters Score -251427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -251472.625000 Penalty: 2315.666748
	Iteration 16Q: 3 clusters Score -251472.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -251513.765625 Penalty: 2315.666748
	Iteration 17Q: 3 clusters Score -251513.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -251547.921875 Penalty: 2315.666748
	Iteration 18Q: 3 clusters Score -251547.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -251590.265625 Penalty: 2315.666748
	Iteration 19Q: 3 clusters Score -251590.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -251630.468750 Penalty: 2315.666748
	Iteration 20F: 3 clusters Score -251630.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -251659.328125 Penalty: 2315.666748
	Iteration 21Q: 3 clusters Score -251659.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -251690.546875 Penalty: 2315.666748
	Iteration 22Q: 3 clusters Score -251690.5 nChanged 42
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: -251719.625000 Penalty: 2315.666748
	Iteration 23Q: 3 clusters Score -251719.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -251753.406250 Penalty: 2315.666748
	Iteration 24Q: 3 clusters Score -251753.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -251790.421875 Penalty: 2315.666748
	Iteration 25Q: 3 clusters Score -251790.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -251821.546875 Penalty: 2315.666748
	Iteration 26Q: 3 clusters Score -251821.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -251843.406250 Penalty: 2315.666748
	Iteration 27Q: 3 clusters Score -251843.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -251859.687500 Penalty: 2315.666748
	Iteration 28Q: 3 clusters Score -251859.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -251871.421875 Penalty: 2315.666748
	Iteration 29Q: 3 clusters Score -251871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -251883.187500 Penalty: 2315.666748
	Iteration 30Q: 3 clusters Score -251883.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -251896.984375 Penalty: 2315.666748
	Iteration 31Q: 3 clusters Score -251897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -251905.984375 Penalty: 2315.666748
	Iteration 32Q: 3 clusters Score -251906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -251914.796875 Penalty: 2315.666748
	Iteration 33Q: 3 clusters Score -251914.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -251926.531250 Penalty: 2315.666748
	Iteration 34Q: 3 clusters Score -251926.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -251938.875000 Penalty: 2315.666748
	Iteration 35Q: 3 clusters Score -251938.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -251948.328125 Penalty: 2315.666748
	Iteration 36Q: 3 clusters Score -251948.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -251957.750000 Penalty: 2315.666748
	Iteration 37Q: 3 clusters Score -251957.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -251972.765625 Penalty: 2315.666748
	Iteration 38Q: 3 clusters Score -251972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -251980.546875 Penalty: 2315.666748
	Iteration 39Q: 3 clusters Score -251980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -251985.062500 Penalty: 2315.666748
	Iteration 40F: 3 clusters Score -251985.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -251989.859375 Penalty: 2315.666748
	Iteration 41Q: 3 clusters Score -251989.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -251994.031250 Penalty: 2315.666748
	Iteration 42Q: 3 clusters Score -251994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -252001.375000 Penalty: 2315.666748
	Iteration 43Q: 3 clusters Score -252001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -252007.781250 Penalty: 2315.666748
	Iteration 44Q: 3 clusters Score -252007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -252013.437500 Penalty: 2315.666748
	Iteration 45Q: 3 clusters Score -252013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -252021.218750 Penalty: 2315.666748
	Iteration 46Q: 3 clusters Score -252021.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -252027.968750 Penalty: 2315.666748
	Iteration 47Q: 3 clusters Score -252028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -252033.000000 Penalty: 2315.666748
	Iteration 48Q: 3 clusters Score -252033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -252039.171875 Penalty: 2315.666748
	Iteration 49Q: 3 clusters Score -252039.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -252044.968750 Penalty: 2315.666748
	Iteration 50Q: 3 clusters Score -252045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -252049.984375 Penalty: 2315.666748
	Iteration 51Q: 3 clusters Score -252050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -252054.000000 Penalty: 2315.666748
	Iteration 52Q: 3 clusters Score -252054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -252055.781250 Penalty: 2315.666748
	Iteration 53Q: 3 clusters Score -252055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -252058.234375 Penalty: 2315.666748
	Iteration 54Q: 3 clusters Score -252058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -252060.546875 Penalty: 2315.666748
	Iteration 55Q: 3 clusters Score -252060.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -252063.812500 Penalty: 2315.666748
	Iteration 56Q: 3 clusters Score -252063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -252066.609375 Penalty: 2315.666748
	Iteration 57Q: 3 clusters Score -252066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -252071.546875 Penalty: 2315.666748
	Iteration 58Q: 3 clusters Score -252071.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -252077.156250 Penalty: 2315.666748
	Iteration 59Q: 3 clusters Score -252077.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -252080.031250 Penalty: 2315.666748
	Iteration 60F: 3 clusters Score -252080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -252084.640625 Penalty: 2315.666748
	Iteration 61Q: 3 clusters Score -252084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -252087.296875 Penalty: 2315.666748
	Iteration 62Q: 3 clusters Score -252087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -252090.609375 Penalty: 2315.666748
	Iteration 63Q: 3 clusters Score -252090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -252093.062500 Penalty: 2315.666748
	Iteration 64Q: 3 clusters Score -252093.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -252096.671875 Penalty: 2315.666748
	Iteration 65Q: 3 clusters Score -252096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -252099.296875 Penalty: 2315.666748
	Iteration 66Q: 3 clusters Score -252099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -252103.640625 Penalty: 2315.666748
	Iteration 67Q: 3 clusters Score -252103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -252104.453125 Penalty: 2315.666748
	Iteration 68Q: 3 clusters Score -252104.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -252107.109375 Penalty: 2315.666748
	Iteration 69Q: 3 clusters Score -252107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -252108.265625 Penalty: 2315.666748
	Iteration 70Q: 3 clusters Score -252108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -252110.328125 Penalty: 2315.666748
	Iteration 71Q: 3 clusters Score -252110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -252112.359375 Penalty: 2315.666748
	Iteration 72Q: 3 clusters Score -252112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -252113.687500 Penalty: 2315.666748
	Iteration 73Q: 3 clusters Score -252113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -252115.890625 Penalty: 2315.666748
	Iteration 74Q: 3 clusters Score -252115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -252116.750000 Penalty: 2315.666748
	Iteration 75Q: 3 clusters Score -252116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -252117.906250 Penalty: 2315.666748
	Iteration 76Q: 3 clusters Score -252117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -252119.140625 Penalty: 2315.666748
	Iteration 77Q: 3 clusters Score -252119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -252119.484375 Penalty: 2315.666748
	Iteration 78Q: 3 clusters Score -252119.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -252119.484375 Penalty: 2315.666748
	Iteration 79F: 3 clusters Score -252119.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -160142.125000 Penalty: 1089.097290
	Iteration 0F: 2 clusters Score -160142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158536.421875 Penalty: 2178.194580
	Iteration 0F: 3 clusters Score -158536.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158906.484375 Penalty: 2178.194580
	Iteration 1F: 3 clusters Score -158906.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159044.328125 Penalty: 2178.194580
	Iteration 2F: 3 clusters Score -159044.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -159117.328125 Penalty: 2178.194580
	Iteration 3Q: 3 clusters Score -159117.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159159.265625 Penalty: 2178.194580
	Iteration 4Q: 3 clusters Score -159159.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159195.156250 Penalty: 2178.194580
	Iteration 5Q: 3 clusters Score -159195.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -159222.000000 Penalty: 2178.194580
	Iteration 6Q: 3 clusters Score -159222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159237.515625 Penalty: 2178.194580
	Iteration 7Q: 3 clusters Score -159237.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159251.015625 Penalty: 2178.194580
	Iteration 8Q: 3 clusters Score -159251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159256.843750 Penalty: 2178.194580
	Iteration 9Q: 3 clusters Score -159256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -159260.296875 Penalty: 2178.194580
	Iteration 10Q: 3 clusters Score -159260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159260.546875 Penalty: 2178.194580
	Iteration 11Q: 3 clusters Score -159260.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159261.187500 Penalty: 2178.194580
	Iteration 12Q: 3 clusters Score -159261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159264.078125 Penalty: 2178.194580
	Iteration 13Q: 3 clusters Score -159264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159269.015625 Penalty: 2178.194580
	Iteration 14Q: 3 clusters Score -159269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159273.953125 Penalty: 2178.194580
	Iteration 15Q: 3 clusters Score -159274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -159279.796875 Penalty: 2178.194580
	Iteration 16Q: 3 clusters Score -159279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -159283.375000 Penalty: 2178.194580
	Iteration 17Q: 3 clusters Score -159283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159286.546875 Penalty: 2178.194580
	Iteration 18Q: 3 clusters Score -159286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -159290.125000 Penalty: 2178.194580
	Iteration 19Q: 3 clusters Score -159290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159294.734375 Penalty: 2178.194580
	Iteration 20F: 3 clusters Score -159294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159296.375000 Penalty: 2178.194580
	Iteration 21Q: 3 clusters Score -159296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -159298.109375 Penalty: 2178.194580
	Iteration 22Q: 3 clusters Score -159298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159299.843750 Penalty: 2178.194580
	Iteration 23Q: 3 clusters Score -159299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -159300.437500 Penalty: 2178.194580
	Iteration 24Q: 3 clusters Score -159300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -159300.437500 Penalty: 2178.194580
	Iteration 25F: 3 clusters Score -159300.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Entering Unmasked Estep 
Score: -2957734.250000 Penalty: 1515.732056
	Iteration 0F: 2 clusters Score -2957734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2940462.750000 Penalty: 3031.464111
	Iteration 0F: 3 clusters Score -2940463 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2946951.750000 Penalty: 3031.464111
	Iteration 1F: 3 clusters Score -2946952 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2947531.750000 Penalty: 3031.464111
	Iteration 2F: 3 clusters Score -2947532 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2948193.750000 Penalty: 3031.464111
	Iteration 3F: 3 clusters Score -2948194 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2949133.500000 Penalty: 3031.464111
	Iteration 4F: 3 clusters Score -2949134 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2950380.250000 Penalty: 3031.464111
	Iteration 5F: 3 clusters Score -2950380 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2951921.250000 Penalty: 3031.464111
	Iteration 6F: 3 clusters Score -2951921 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2953452.500000 Penalty: 3031.464111
	Iteration 7F: 3 clusters Score -2953452 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2954681.750000 Penalty: 3031.464111
	Iteration 8F: 3 clusters Score -2954682 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2955557.000000 Penalty: 3031.464111
	Iteration 9Q: 3 clusters Score -2955557 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2956094.250000 Penalty: 3031.464111
	Iteration 10Q: 3 clusters Score -2956094 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2956415.250000 Penalty: 3031.464111
	Iteration 11Q: 3 clusters Score -2956415 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2956592.000000 Penalty: 3031.464111
	Iteration 12Q: 3 clusters Score -2956592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2956717.500000 Penalty: 3031.464111
	Iteration 13Q: 3 clusters Score -2956718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2956784.750000 Penalty: 3031.464111
	Iteration 14Q: 3 clusters Score -2956785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2956839.000000 Penalty: 3031.464111
	Iteration 15Q: 3 clusters Score -2956839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2956881.000000 Penalty: 3031.464111
	Iteration 16Q: 3 clusters Score -2956881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2956907.750000 Penalty: 3031.464111
	Iteration 17Q: 3 clusters Score -2956908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2956929.750000 Penalty: 3031.464111
	Iteration 18Q: 3 clusters Score -2956930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2956951.000000 Penalty: 3031.464111
	Iteration 19Q: 3 clusters Score -2956951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2956965.500000 Penalty: 3031.464111
	Iteration 20F: 3 clusters Score -2956966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2956978.750000 Penalty: 3031.464111
	Iteration 21Q: 3 clusters Score -2956979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2956991.000000 Penalty: 3031.464111
	Iteration 22Q: 3 clusters Score -2956991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2956995.250000 Penalty: 3031.464111
	Iteration 23Q: 3 clusters Score -2956995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2956996.750000 Penalty: 3031.464111
	Iteration 24Q: 3 clusters Score -2956997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2957000.000000 Penalty: 3031.464111
	Iteration 25Q: 3 clusters Score -2957000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2957004.750000 Penalty: 3031.464111
	Iteration 26Q: 3 clusters Score -2957005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2957009.000000 Penalty: 3031.464111
	Iteration 27Q: 3 clusters Score -2957009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2957010.750000 Penalty: 3031.464111
	Iteration 28Q: 3 clusters Score -2957011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2957012.250000 Penalty: 3031.464111
	Iteration 29Q: 3 clusters Score -2957012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2957012.500000 Penalty: 3031.464111
	Iteration 30Q: 3 clusters Score -2957012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2957016.000000 Penalty: 3031.464111
	Iteration 31Q: 3 clusters Score -2957016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2957023.000000 Penalty: 3031.464111
	Iteration 32Q: 3 clusters Score -2957023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2957024.250000 Penalty: 3031.464111
	Iteration 33Q: 3 clusters Score -2957024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2957026.750000 Penalty: 3031.464111
	Iteration 34Q: 3 clusters Score -2957027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2957026.250000 Penalty: 3031.464111
	Iteration 35Q: 3 clusters Score -2957026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2957026.250000 Penalty: 3031.464111
	Iteration 36F: 3 clusters Score -2957026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Entering Unmasked Estep 
Score: -2145206.000000 Penalty: 1482.603882
	Iteration 0F: 2 clusters Score -2145206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2131328.750000 Penalty: 2965.207764
	Iteration 0F: 3 clusters Score -2131329 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2136323.000000 Penalty: 2965.207764
	Iteration 1F: 3 clusters Score -2136323 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2136767.750000 Penalty: 2965.207764
	Iteration 2F: 3 clusters Score -2136768 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2137210.250000 Penalty: 2965.207764
	Iteration 3Q: 3 clusters Score -2137210 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2137580.500000 Penalty: 2965.207764
	Iteration 4Q: 3 clusters Score -2137580 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2137947.000000 Penalty: 2965.207764
	Iteration 5Q: 3 clusters Score -2137947 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2138358.750000 Penalty: 2965.207764
	Iteration 6Q: 3 clusters Score -2138359 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2138808.500000 Penalty: 2965.207764
	Iteration 7Q: 3 clusters Score -2138808 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2139342.500000 Penalty: 2965.207764
	Iteration 8Q: 3 clusters Score -2139342 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2140016.250000 Penalty: 2965.207764
	Iteration 9Q: 3 clusters Score -2140016 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2140860.750000 Penalty: 2965.207764
	Iteration 10F: 3 clusters Score -2140861 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2141755.000000 Penalty: 2965.207764
	Iteration 11F: 3 clusters Score -2141755 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2142569.500000 Penalty: 2965.207764
	Iteration 12Q: 3 clusters Score -2142570 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2143178.750000 Penalty: 2965.207764
	Iteration 13Q: 3 clusters Score -2143179 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2143598.250000 Penalty: 2965.207764
	Iteration 14Q: 3 clusters Score -2143598 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2143848.750000 Penalty: 2965.207764
	Iteration 15Q: 3 clusters Score -2143849 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2144008.500000 Penalty: 2965.207764
	Iteration 16Q: 3 clusters Score -2144008 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2144104.000000 Penalty: 2965.207764
	Iteration 17Q: 3 clusters Score -2144104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2144176.000000 Penalty: 2965.207764
	Iteration 18Q: 3 clusters Score -2144176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2144233.750000 Penalty: 2965.207764
	Iteration 19Q: 3 clusters Score -2144234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2144254.250000 Penalty: 2965.207764
	Iteration 20F: 3 clusters Score -2144254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2144272.250000 Penalty: 2965.207764
	Iteration 21Q: 3 clusters Score -2144272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2144292.000000 Penalty: 2965.207764
	Iteration 22Q: 3 clusters Score -2144292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2144299.250000 Penalty: 2965.207764
	Iteration 23Q: 3 clusters Score -2144299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2144305.750000 Penalty: 2965.207764
	Iteration 24Q: 3 clusters Score -2144306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2144310.750000 Penalty: 2965.207764
	Iteration 25Q: 3 clusters Score -2144311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2144313.000000 Penalty: 2965.207764
	Iteration 26Q: 3 clusters Score -2144313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2144317.750000 Penalty: 2965.207764
	Iteration 27Q: 3 clusters Score -2144318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2144319.000000 Penalty: 2965.207764
	Iteration 28Q: 3 clusters Score -2144319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2144320.750000 Penalty: 2965.207764
	Iteration 29Q: 3 clusters Score -2144321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2144321.000000 Penalty: 2965.207764
	Iteration 30Q: 3 clusters Score -2144321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2144322.750000 Penalty: 2965.207764
	Iteration 31Q: 3 clusters Score -2144323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2144323.750000 Penalty: 2965.207764
	Iteration 32Q: 3 clusters Score -2144324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2144326.500000 Penalty: 2965.207764
	Iteration 33Q: 3 clusters Score -2144326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2144325.500000 Penalty: 2965.207764
	Iteration 34Q: 3 clusters Score -2144326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2144328.000000 Penalty: 2965.207764
	Iteration 35Q: 3 clusters Score -2144328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2144331.000000 Penalty: 2965.207764
	Iteration 36Q: 3 clusters Score -2144331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2144331.000000 Penalty: 2965.207764
	Iteration 37F: 3 clusters Score -2144331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (93496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Entering Unmasked Estep 
Score: -10351785.000000 Penalty: 1703.116333
	Iteration 0F: 2 clusters Score -1.035178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -10290838.000000 Penalty: 3406.232666
	Iteration 0F: 3 clusters Score -1.029084e+07 nChanged 44098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -10316171.000000 Penalty: 3406.232666
	Iteration 1F: 3 clusters Score -1.031617e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -10317493.000000 Penalty: 3406.232666
	Iteration 2Q: 3 clusters Score -1.031749e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -10319166.000000 Penalty: 3406.232666
	Iteration 3Q: 3 clusters Score -1.031917e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -10321640.000000 Penalty: 3406.232666
	Iteration 4F: 3 clusters Score -1.032164e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -10325339.000000 Penalty: 3406.232666
	Iteration 5F: 3 clusters Score -1.032534e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -10330176.000000 Penalty: 3406.232666
	Iteration 6F: 3 clusters Score -1.033018e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -10335554.000000 Penalty: 3406.232666
	Iteration 7F: 3 clusters Score -1.033555e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -10340621.000000 Penalty: 3406.232666
	Iteration 8F: 3 clusters Score -1.034062e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -10344601.000000 Penalty: 3406.232666
	Iteration 9F: 3 clusters Score -1.03446e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -10347283.000000 Penalty: 3406.232666
	Iteration 10Q: 3 clusters Score -1.034728e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90513 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -10348771.000000 Penalty: 3406.232666
	Iteration 11Q: 3 clusters Score -1.034877e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -10349577.000000 Penalty: 3406.232666
	Iteration 12Q: 3 clusters Score -1.034958e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92255 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10349968.000000 Penalty: 3406.232666
	Iteration 13Q: 3 clusters Score -1.034997e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10350169.000000 Penalty: 3406.232666
	Iteration 14Q: 3 clusters Score -1.035017e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10350270.000000 Penalty: 3406.232666
	Iteration 15Q: 3 clusters Score -1.035027e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10350357.000000 Penalty: 3406.232666
	Iteration 16Q: 3 clusters Score -1.035036e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10350400.000000 Penalty: 3406.232666
	Iteration 17Q: 3 clusters Score -1.03504e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10350458.000000 Penalty: 3406.232666
	Iteration 18Q: 3 clusters Score -1.035046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10350462.000000 Penalty: 3406.232666
	Iteration 19Q: 3 clusters Score -1.035046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10350475.000000 Penalty: 3406.232666
	Iteration 20F: 3 clusters Score -1.035048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10350496.000000 Penalty: 3406.232666
	Iteration 21Q: 3 clusters Score -1.03505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10350499.000000 Penalty: 3406.232666
	Iteration 22Q: 3 clusters Score -1.03505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10350508.000000 Penalty: 3406.232666
	Iteration 23Q: 3 clusters Score -1.035051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10350525.000000 Penalty: 3406.232666
	Iteration 24Q: 3 clusters Score -1.035052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93029 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10350537.000000 Penalty: 3406.232666
	Iteration 25Q: 3 clusters Score -1.035054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10350545.000000 Penalty: 3406.232666
	Iteration 26Q: 3 clusters Score -1.035054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10350553.000000 Penalty: 3406.232666
	Iteration 27Q: 3 clusters Score -1.035055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -10350555.000000 Penalty: 3406.232666
	Iteration 28Q: 3 clusters Score -1.035056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10350551.000000 Penalty: 3406.232666
	Iteration 29Q: 3 clusters Score -1.035055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10350554.000000 Penalty: 3406.232666
	Iteration 30Q: 3 clusters Score -1.035055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10350558.000000 Penalty: 3406.232666
	Iteration 31Q: 3 clusters Score -1.035056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10350556.000000 Penalty: 3406.232666
	Iteration 32Q: 3 clusters Score -1.035056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10350556.000000 Penalty: 3406.232666
	Iteration 33Q: 3 clusters Score -1.035056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10350554.000000 Penalty: 3406.232666
	Iteration 34Q: 3 clusters Score -1.035055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10350552.000000 Penalty: 3406.232666
	Iteration 35Q: 3 clusters Score -1.035055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10350554.000000 Penalty: 3406.232666
	Iteration 36Q: 3 clusters Score -1.035055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10350558.000000 Penalty: 3406.232666
	Iteration 37Q: 3 clusters Score -1.035056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10350558.000000 Penalty: 3406.232666
	Iteration 38F: 3 clusters Score -1.035056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Entering Unmasked Estep 
Score: -2124165.750000 Penalty: 1466.030029
	Iteration 0F: 2 clusters Score -2124166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2111856.750000 Penalty: 2932.060059
	Iteration 0F: 3 clusters Score -2111857 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2116350.750000 Penalty: 2932.060059
	Iteration 1F: 3 clusters Score -2116351 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2116890.750000 Penalty: 2932.060059
	Iteration 2F: 3 clusters Score -2116891 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2117447.250000 Penalty: 2932.060059
	Iteration 3F: 3 clusters Score -2117447 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2118122.250000 Penalty: 2932.060059
	Iteration 4F: 3 clusters Score -2118122 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2118944.750000 Penalty: 2932.060059
	Iteration 5F: 3 clusters Score -2118945 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2119875.500000 Penalty: 2932.060059
	Iteration 6F: 3 clusters Score -2119876 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2120780.500000 Penalty: 2932.060059
	Iteration 7F: 3 clusters Score -2120780 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2121546.250000 Penalty: 2932.060059
	Iteration 8Q: 3 clusters Score -2121546 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2122094.250000 Penalty: 2932.060059
	Iteration 9Q: 3 clusters Score -2122094 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2122463.500000 Penalty: 2932.060059
	Iteration 10Q: 3 clusters Score -2122464 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2122652.250000 Penalty: 2932.060059
	Iteration 11Q: 3 clusters Score -2122652 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2122790.250000 Penalty: 2932.060059
	Iteration 12Q: 3 clusters Score -2122790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2122864.250000 Penalty: 2932.060059
	Iteration 13Q: 3 clusters Score -2122864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2122907.500000 Penalty: 2932.060059
	Iteration 14Q: 3 clusters Score -2122908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2122949.000000 Penalty: 2932.060059
	Iteration 15Q: 3 clusters Score -2122949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2122968.500000 Penalty: 2932.060059
	Iteration 16Q: 3 clusters Score -2122968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2122978.000000 Penalty: 2932.060059
	Iteration 17Q: 3 clusters Score -2122978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2122984.750000 Penalty: 2932.060059
	Iteration 18Q: 3 clusters Score -2122985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2122997.250000 Penalty: 2932.060059
	Iteration 19Q: 3 clusters Score -2122997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2123003.250000 Penalty: 2932.060059
	Iteration 20F: 3 clusters Score -2123003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2123006.750000 Penalty: 2932.060059
	Iteration 21Q: 3 clusters Score -2123007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2123012.250000 Penalty: 2932.060059
	Iteration 22Q: 3 clusters Score -2123012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2123014.000000 Penalty: 2932.060059
	Iteration 23Q: 3 clusters Score -2123014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2123019.500000 Penalty: 2932.060059
	Iteration 24Q: 3 clusters Score -2123020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2123022.500000 Penalty: 2932.060059
	Iteration 25Q: 3 clusters Score -2123022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2123029.750000 Penalty: 2932.060059
	Iteration 26Q: 3 clusters Score -2123030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2123029.750000 Penalty: 2932.060059
	Iteration 27F: 3 clusters Score -2123030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Entering Unmasked Estep 
Score: -4461081.000000 Penalty: 1578.458618
	Iteration 0F: 2 clusters Score -4461081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4434732.500000 Penalty: 3156.917236
	Iteration 0F: 3 clusters Score -4434732 nChanged 18512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4445000.500000 Penalty: 3156.917236
	Iteration 1F: 3 clusters Score -4445000 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4445534.500000 Penalty: 3156.917236
	Iteration 2Q: 3 clusters Score -4445534 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -4446011.500000 Penalty: 3156.917236
	Iteration 3Q: 3 clusters Score -4446012 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -4446499.000000 Penalty: 3156.917236
	Iteration 4Q: 3 clusters Score -4446499 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -4447054.000000 Penalty: 3156.917236
	Iteration 5Q: 3 clusters Score -4447054 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -4447758.000000 Penalty: 3156.917236
	Iteration 6Q: 3 clusters Score -4447758 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -4448713.000000 Penalty: 3156.917236
	Iteration 7Q: 3 clusters Score -4448713 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -4450188.000000 Penalty: 3156.917236
	Iteration 8F: 3 clusters Score -4450188 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -4452340.000000 Penalty: 3156.917236
	Iteration 9F: 3 clusters Score -4452340 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4454823.000000 Penalty: 3156.917236
	Iteration 10F: 3 clusters Score -4454823 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4457120.500000 Penalty: 3156.917236
	Iteration 11F: 3 clusters Score -4457120 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -4458683.500000 Penalty: 3156.917236
	Iteration 12Q: 3 clusters Score -4458684 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -4459358.000000 Penalty: 3156.917236
	Iteration 13Q: 3 clusters Score -4459358 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -4459691.500000 Penalty: 3156.917236
	Iteration 14Q: 3 clusters Score -4459692 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4459831.000000 Penalty: 3156.917236
	Iteration 15Q: 3 clusters Score -4459831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -4459876.000000 Penalty: 3156.917236
	Iteration 16Q: 3 clusters Score -4459876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -4459903.500000 Penalty: 3156.917236
	Iteration 17Q: 3 clusters Score -4459904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -4459958.000000 Penalty: 3156.917236
	Iteration 18Q: 3 clusters Score -4459958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -4459974.000000 Penalty: 3156.917236
	Iteration 19Q: 3 clusters Score -4459974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -4459978.500000 Penalty: 3156.917236
	Iteration 20F: 3 clusters Score -4459978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -4459984.500000 Penalty: 3156.917236
	Iteration 21Q: 3 clusters Score -4459984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -4459995.500000 Penalty: 3156.917236
	Iteration 22Q: 3 clusters Score -4459996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -4459998.500000 Penalty: 3156.917236
	Iteration 23Q: 3 clusters Score -4459998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -4460000.500000 Penalty: 3156.917236
	Iteration 24Q: 3 clusters Score -4460000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -4460000.500000 Penalty: 3156.917236
	Iteration 25F: 3 clusters Score -4460000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Entering Unmasked Estep 
Score: -1151222.125000 Penalty: 1379.869385
	Iteration 0F: 2 clusters Score -1151222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1144016.125000 Penalty: 2759.738770
	Iteration 0F: 3 clusters Score -1144016 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1146387.625000 Penalty: 2759.738770
	Iteration 1F: 3 clusters Score -1146388 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1146689.250000 Penalty: 2759.738770
	Iteration 2F: 3 clusters Score -1146689 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1146889.250000 Penalty: 2759.738770
	Iteration 3Q: 3 clusters Score -1146889 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1147075.125000 Penalty: 2759.738770
	Iteration 4Q: 3 clusters Score -1147075 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1147280.125000 Penalty: 2759.738770
	Iteration 5Q: 3 clusters Score -1147280 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1147489.625000 Penalty: 2759.738770
	Iteration 6Q: 3 clusters Score -1147490 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1147684.375000 Penalty: 2759.738770
	Iteration 7Q: 3 clusters Score -1147684 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1147881.375000 Penalty: 2759.738770
	Iteration 8Q: 3 clusters Score -1147881 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1148080.750000 Penalty: 2759.738770
	Iteration 9Q: 3 clusters Score -1148081 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1148267.125000 Penalty: 2759.738770
	Iteration 10Q: 3 clusters Score -1148267 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1148432.000000 Penalty: 2759.738770
	Iteration 11Q: 3 clusters Score -1148432 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1148565.250000 Penalty: 2759.738770
	Iteration 12Q: 3 clusters Score -1148565 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1148667.500000 Penalty: 2759.738770
	Iteration 13Q: 3 clusters Score -1148668 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1148762.250000 Penalty: 2759.738770
	Iteration 14Q: 3 clusters Score -1148762 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1148835.625000 Penalty: 2759.738770
	Iteration 15Q: 3 clusters Score -1148836 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1148896.000000 Penalty: 2759.738770
	Iteration 16Q: 3 clusters Score -1148896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1148947.750000 Penalty: 2759.738770
	Iteration 17Q: 3 clusters Score -1148948 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1148986.625000 Penalty: 2759.738770
	Iteration 18Q: 3 clusters Score -1148987 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1149027.000000 Penalty: 2759.738770
	Iteration 19Q: 3 clusters Score -1149027 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1149068.000000 Penalty: 2759.738770
	Iteration 20F: 3 clusters Score -1149068 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1149099.125000 Penalty: 2759.738770
	Iteration 21Q: 3 clusters Score -1149099 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1149131.500000 Penalty: 2759.738770
	Iteration 22Q: 3 clusters Score -1149132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1149153.750000 Penalty: 2759.738770
	Iteration 23Q: 3 clusters Score -1149154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1149169.375000 Penalty: 2759.738770
	Iteration 24Q: 3 clusters Score -1149169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1149192.250000 Penalty: 2759.738770
	Iteration 25Q: 3 clusters Score -1149192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1149206.750000 Penalty: 2759.738770
	Iteration 26Q: 3 clusters Score -1149207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1149229.625000 Penalty: 2759.738770
	Iteration 27Q: 3 clusters Score -1149230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1149246.750000 Penalty: 2759.738770
	Iteration 28Q: 3 clusters Score -1149247 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1149269.000000 Penalty: 2759.738770
	Iteration 29Q: 3 clusters Score -1149269 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1149283.875000 Penalty: 2759.738770
	Iteration 30Q: 3 clusters Score -1149284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1149304.625000 Penalty: 2759.738770
	Iteration 31Q: 3 clusters Score -1149305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1149320.500000 Penalty: 2759.738770
	Iteration 32Q: 3 clusters Score -1149320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1149343.375000 Penalty: 2759.738770
	Iteration 33Q: 3 clusters Score -1149343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1149367.125000 Penalty: 2759.738770
	Iteration 34Q: 3 clusters Score -1149367 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1149388.500000 Penalty: 2759.738770
	Iteration 35Q: 3 clusters Score -1149388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1149416.875000 Penalty: 2759.738770
	Iteration 36Q: 3 clusters Score -1149417 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1149431.625000 Penalty: 2759.738770
	Iteration 37Q: 3 clusters Score -1149432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1149450.000000 Penalty: 2759.738770
	Iteration 38Q: 3 clusters Score -1149450 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1149490.625000 Penalty: 2759.738770
	Iteration 39Q: 3 clusters Score -1149491 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1149531.000000 Penalty: 2759.738770
	Iteration 40F: 3 clusters Score -1149531 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1149569.500000 Penalty: 2759.738770
	Iteration 41Q: 3 clusters Score -1149570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1149603.875000 Penalty: 2759.738770
	Iteration 42Q: 3 clusters Score -1149604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1149642.875000 Penalty: 2759.738770
	Iteration 43Q: 3 clusters Score -1149643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1149680.500000 Penalty: 2759.738770
	Iteration 44Q: 3 clusters Score -1149680 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1149708.750000 Penalty: 2759.738770
	Iteration 45Q: 3 clusters Score -1149709 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1149737.250000 Penalty: 2759.738770
	Iteration 46Q: 3 clusters Score -1149737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1149763.250000 Penalty: 2759.738770
	Iteration 47Q: 3 clusters Score -1149763 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1149783.125000 Penalty: 2759.738770
	Iteration 48Q: 3 clusters Score -1149783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1149813.500000 Penalty: 2759.738770
	Iteration 49Q: 3 clusters Score -1149814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1149836.500000 Penalty: 2759.738770
	Iteration 50Q: 3 clusters Score -1149836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1149855.000000 Penalty: 2759.738770
	Iteration 51Q: 3 clusters Score -1149855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1149883.875000 Penalty: 2759.738770
	Iteration 52Q: 3 clusters Score -1149884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1149901.750000 Penalty: 2759.738770
	Iteration 53Q: 3 clusters Score -1149902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1149915.500000 Penalty: 2759.738770
	Iteration 54Q: 3 clusters Score -1149916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1149930.750000 Penalty: 2759.738770
	Iteration 55Q: 3 clusters Score -1149931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1149941.125000 Penalty: 2759.738770
	Iteration 56Q: 3 clusters Score -1149941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1149957.875000 Penalty: 2759.738770
	Iteration 57Q: 3 clusters Score -1149958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1149971.875000 Penalty: 2759.738770
	Iteration 58Q: 3 clusters Score -1149972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1149981.250000 Penalty: 2759.738770
	Iteration 59Q: 3 clusters Score -1149981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1150000.500000 Penalty: 2759.738770
	Iteration 60F: 3 clusters Score -1150000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1150012.375000 Penalty: 2759.738770
	Iteration 61Q: 3 clusters Score -1150012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1150027.375000 Penalty: 2759.738770
	Iteration 62Q: 3 clusters Score -1150027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1150039.875000 Penalty: 2759.738770
	Iteration 63Q: 3 clusters Score -1150040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1150050.750000 Penalty: 2759.738770
	Iteration 64Q: 3 clusters Score -1150051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1150056.250000 Penalty: 2759.738770
	Iteration 65Q: 3 clusters Score -1150056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1150059.625000 Penalty: 2759.738770
	Iteration 66Q: 3 clusters Score -1150060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1150064.500000 Penalty: 2759.738770
	Iteration 67Q: 3 clusters Score -1150064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1150066.875000 Penalty: 2759.738770
	Iteration 68Q: 3 clusters Score -1150067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1150070.875000 Penalty: 2759.738770
	Iteration 69Q: 3 clusters Score -1150071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1150077.125000 Penalty: 2759.738770
	Iteration 70Q: 3 clusters Score -1150077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1150084.250000 Penalty: 2759.738770
	Iteration 71Q: 3 clusters Score -1150084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1150092.125000 Penalty: 2759.738770
	Iteration 72Q: 3 clusters Score -1150092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1150102.000000 Penalty: 2759.738770
	Iteration 73Q: 3 clusters Score -1150102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1150114.500000 Penalty: 2759.738770
	Iteration 74Q: 3 clusters Score -1150114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1150118.625000 Penalty: 2759.738770
	Iteration 75Q: 3 clusters Score -1150119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1150126.375000 Penalty: 2759.738770
	Iteration 76Q: 3 clusters Score -1150126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1150128.375000 Penalty: 2759.738770
	Iteration 77Q: 3 clusters Score -1150128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1150128.875000 Penalty: 2759.738770
	Iteration 78Q: 3 clusters Score -1150129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1150132.375000 Penalty: 2759.738770
	Iteration 79Q: 3 clusters Score -1150132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1150143.375000 Penalty: 2759.738770
	Iteration 80F: 3 clusters Score -1150143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1150150.625000 Penalty: 2759.738770
	Iteration 81Q: 3 clusters Score -1150151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1150148.875000 Penalty: 2759.738770
	Iteration 82Q: 3 clusters Score -1150149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1150150.250000 Penalty: 2759.738770
	Iteration 83Q: 3 clusters Score -1150150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1150153.250000 Penalty: 2759.738770
	Iteration 84Q: 3 clusters Score -1150153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1150157.500000 Penalty: 2759.738770
	Iteration 85Q: 3 clusters Score -1150158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1150161.500000 Penalty: 2759.738770
	Iteration 86Q: 3 clusters Score -1150162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1150162.625000 Penalty: 2759.738770
	Iteration 87Q: 3 clusters Score -1150163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1150164.250000 Penalty: 2759.738770
	Iteration 88Q: 3 clusters Score -1150164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1150166.375000 Penalty: 2759.738770
	Iteration 89Q: 3 clusters Score -1150166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1150165.500000 Penalty: 2759.738770
	Iteration 90Q: 3 clusters Score -1150166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1150171.250000 Penalty: 2759.738770
	Iteration 91Q: 3 clusters Score -1150171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1150179.750000 Penalty: 2759.738770
	Iteration 92Q: 3 clusters Score -1150180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1150180.125000 Penalty: 2759.738770
	Iteration 93Q: 3 clusters Score -1150180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1150186.125000 Penalty: 2759.738770
	Iteration 94Q: 3 clusters Score -1150186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1150189.625000 Penalty: 2759.738770
	Iteration 95Q: 3 clusters Score -1150190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1150193.000000 Penalty: 2759.738770
	Iteration 96Q: 3 clusters Score -1150193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1150197.375000 Penalty: 2759.738770
	Iteration 97Q: 3 clusters Score -1150197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1150198.500000 Penalty: 2759.738770
	Iteration 98Q: 3 clusters Score -1150198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1150199.000000 Penalty: 2759.738770
	Iteration 99Q: 3 clusters Score -1150199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1150198.500000 Penalty: 2759.738770
	Iteration 100F: 3 clusters Score -1150198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1150201.375000 Penalty: 2759.738770
	Iteration 101Q: 3 clusters Score -1150201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1150200.625000 Penalty: 2759.738770
	Iteration 102Q: 3 clusters Score -1150201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1150200.625000 Penalty: 2759.738770
	Iteration 103F: 3 clusters Score -1150201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Entering Unmasked Estep 
Score: -3440674.000000 Penalty: 1540.089355
	Iteration 0F: 2 clusters Score -3440674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3420250.500000 Penalty: 3080.178711
	Iteration 0F: 3 clusters Score -3420250 nChanged 14155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3427892.250000 Penalty: 3080.178711
	Iteration 1F: 3 clusters Score -3427892 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3428485.250000 Penalty: 3080.178711
	Iteration 2F: 3 clusters Score -3428485 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3429128.250000 Penalty: 3080.178711
	Iteration 3F: 3 clusters Score -3429128 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3429829.750000 Penalty: 3080.178711
	Iteration 4F: 3 clusters Score -3429830 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3430572.750000 Penalty: 3080.178711
	Iteration 5F: 3 clusters Score -3430573 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3431358.750000 Penalty: 3080.178711
	Iteration 6F: 3 clusters Score -3431359 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3432176.750000 Penalty: 3080.178711
	Iteration 7F: 3 clusters Score -3432177 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3433081.000000 Penalty: 3080.178711
	Iteration 8Q: 3 clusters Score -3433081 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3434045.500000 Penalty: 3080.178711
	Iteration 9F: 3 clusters Score -3434046 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3435087.500000 Penalty: 3080.178711
	Iteration 10F: 3 clusters Score -3435088 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3436121.750000 Penalty: 3080.178711
	Iteration 11Q: 3 clusters Score -3436122 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3437175.750000 Penalty: 3080.178711
	Iteration 12Q: 3 clusters Score -3437176 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3438064.500000 Penalty: 3080.178711
	Iteration 13Q: 3 clusters Score -3438064 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3438630.250000 Penalty: 3080.178711
	Iteration 14Q: 3 clusters Score -3438630 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3438978.750000 Penalty: 3080.178711
	Iteration 15Q: 3 clusters Score -3438979 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3439212.500000 Penalty: 3080.178711
	Iteration 16Q: 3 clusters Score -3439212 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3439340.750000 Penalty: 3080.178711
	Iteration 17Q: 3 clusters Score -3439341 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -3439394.750000 Penalty: 3080.178711
	Iteration 18Q: 3 clusters Score -3439395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3439429.250000 Penalty: 3080.178711
	Iteration 19Q: 3 clusters Score -3439429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -3439467.750000 Penalty: 3080.178711
	Iteration 20F: 3 clusters Score -3439468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -3439523.000000 Penalty: 3080.178711
	Iteration 21Q: 3 clusters Score -3439523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -3439675.750000 Penalty: 3080.178711
	Iteration 22Q: 3 clusters Score -3439676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -3439862.000000 Penalty: 3080.178711
	Iteration 23Q: 3 clusters Score -3439862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -3439952.250000 Penalty: 3080.178711
	Iteration 24Q: 3 clusters Score -3439952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3439999.250000 Penalty: 3080.178711
	Iteration 25Q: 3 clusters Score -3439999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3440044.750000 Penalty: 3080.178711
	Iteration 26Q: 3 clusters Score -3440045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3440061.250000 Penalty: 3080.178711
	Iteration 27Q: 3 clusters Score -3440061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -3440079.750000 Penalty: 3080.178711
	Iteration 28Q: 3 clusters Score -3440080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -3440116.250000 Penalty: 3080.178711
	Iteration 29Q: 3 clusters Score -3440116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -3440148.500000 Penalty: 3080.178711
	Iteration 30Q: 3 clusters Score -3440148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -3440176.750000 Penalty: 3080.178711
	Iteration 31Q: 3 clusters Score -3440177 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3440219.250000 Penalty: 3080.178711
	Iteration 32Q: 3 clusters Score -3440219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -3440271.000000 Penalty: 3080.178711
	Iteration 33Q: 3 clusters Score -3440271 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3440347.250000 Penalty: 3080.178711
	Iteration 34Q: 3 clusters Score -3440347 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3440414.000000 Penalty: 3080.178711
	Iteration 35Q: 3 clusters Score -3440414 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3440501.750000 Penalty: 3080.178711
	Iteration 36Q: 3 clusters Score -3440502 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -3440593.000000 Penalty: 3080.178711
	Iteration 37Q: 3 clusters Score -3440593 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3440717.500000 Penalty: 3080.178711
	Iteration 38Q: 3 clusters Score -3440718 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3440838.250000 Penalty: 3080.178711
	Iteration 39Q: 3 clusters Score -3440838 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3441029.500000 Penalty: 3080.178711
	Iteration 40F: 3 clusters Score -3441030 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3441358.250000 Penalty: 3080.178711
	Iteration 41Q: 3 clusters Score -3441358 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3441892.750000 Penalty: 3080.178711
	Iteration 42Q: 3 clusters Score -3441893 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3442777.750000 Penalty: 3080.178711
	Iteration 43Q: 3 clusters Score -3442778 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3444279.750000 Penalty: 3080.178711
	Iteration 44Q: 3 clusters Score -3444280 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3446863.250000 Penalty: 3080.178711
	Iteration 45F: 3 clusters Score -3446863 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3451099.000000 Penalty: 3080.178711
	Iteration 46F: 3 clusters Score -3451099 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3456829.000000 Penalty: 3080.178711
	Iteration 47F: 3 clusters Score -3456829 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3464010.750000 Penalty: 3080.178711
	Iteration 48F: 3 clusters Score -3464011 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3473861.500000 Penalty: 3080.178711
	Iteration 49Q: 3 clusters Score -3473862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3476096.000000 Penalty: 3080.178711
	Iteration 50Q: 3 clusters Score -3476096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3476243.750000 Penalty: 3080.178711
	Iteration 51Q: 3 clusters Score -3476244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3476265.250000 Penalty: 3080.178711
	Iteration 52Q: 3 clusters Score -3476265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3476263.750000 Penalty: 3080.178711
	Iteration 53Q: 3 clusters Score -3476264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -3476270.750000 Penalty: 3080.178711
	Iteration 54F: 3 clusters Score -3476271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3476271.500000 Penalty: 3080.178711
	Iteration 55Q: 3 clusters Score -3476272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3476271.500000 Penalty: 3080.178711
	Iteration 56F: 3 clusters Score -3476272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93496 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10650 members 
Mstep: Class 10 contains 16602 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33359 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 38073 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 56328 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 61141 members 
Mstep: Class 27 contains 5986 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 14657 members 
Entering Unmasked Estep 
Score: -78916424.000000 Penalty: 58287.800781
Splitting cluster 10 changes total score from -78881728.000000 to -78916424.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -1961726.125000 Penalty: 1454.295776
	Iteration 0F: 2 clusters Score -1961726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1950170.625000 Penalty: 2908.591553
	Iteration 0F: 3 clusters Score -1950171 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1954226.625000 Penalty: 2908.591553
	Iteration 1F: 3 clusters Score -1954227 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1954545.375000 Penalty: 2908.591553
	Iteration 2F: 3 clusters Score -1954545 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1954792.375000 Penalty: 2908.591553
	Iteration 3Q: 3 clusters Score -1954792 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1955013.000000 Penalty: 2908.591553
	Iteration 4Q: 3 clusters Score -1955013 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1955226.125000 Penalty: 2908.591553
	Iteration 5Q: 3 clusters Score -1955226 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1955455.625000 Penalty: 2908.591553
	Iteration 6Q: 3 clusters Score -1955456 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1955703.750000 Penalty: 2908.591553
	Iteration 7Q: 3 clusters Score -1955704 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1956002.375000 Penalty: 2908.591553
	Iteration 8Q: 3 clusters Score -1956002 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1956370.000000 Penalty: 2908.591553
	Iteration 9Q: 3 clusters Score -1956370 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1956791.875000 Penalty: 2908.591553
	Iteration 10Q: 3 clusters Score -1956792 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1957244.250000 Penalty: 2908.591553
	Iteration 11Q: 3 clusters Score -1957244 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1957722.875000 Penalty: 2908.591553
	Iteration 12Q: 3 clusters Score -1957723 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1958212.500000 Penalty: 2908.591553
	Iteration 13Q: 3 clusters Score -1958212 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1958784.250000 Penalty: 2908.591553
	Iteration 14Q: 3 clusters Score -1958784 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1959317.625000 Penalty: 2908.591553
	Iteration 15Q: 3 clusters Score -1959318 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1959686.875000 Penalty: 2908.591553
	Iteration 16Q: 3 clusters Score -1959687 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1959958.375000 Penalty: 2908.591553
	Iteration 17Q: 3 clusters Score -1959958 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1960163.375000 Penalty: 2908.591553
	Iteration 18Q: 3 clusters Score -1960163 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1960284.000000 Penalty: 2908.591553
	Iteration 19Q: 3 clusters Score -1960284 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1960386.375000 Penalty: 2908.591553
	Iteration 20F: 3 clusters Score -1960386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1960451.250000 Penalty: 2908.591553
	Iteration 21Q: 3 clusters Score -1960451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1960492.375000 Penalty: 2908.591553
	Iteration 22Q: 3 clusters Score -1960492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -1960518.250000 Penalty: 2908.591553
	Iteration 23Q: 3 clusters Score -1960518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1960532.750000 Penalty: 2908.591553
	Iteration 24Q: 3 clusters Score -1960533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1960542.250000 Penalty: 2908.591553
	Iteration 25Q: 3 clusters Score -1960542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1960549.875000 Penalty: 2908.591553
	Iteration 26Q: 3 clusters Score -1960550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1960550.875000 Penalty: 2908.591553
	Iteration 27Q: 3 clusters Score -1960551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1960551.125000 Penalty: 2908.591553
	Iteration 28Q: 3 clusters Score -1960551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1960552.250000 Penalty: 2908.591553
	Iteration 29Q: 3 clusters Score -1960552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1960555.500000 Penalty: 2908.591553
	Iteration 30Q: 3 clusters Score -1960556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1960555.500000 Penalty: 2908.591553
	Iteration 31F: 3 clusters Score -1960556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Entering Unmasked Estep 
Score: -3130362.250000 Penalty: 1523.541260
	Iteration 0F: 2 clusters Score -3130362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -3112284.500000 Penalty: 3047.082520
	Iteration 0F: 3 clusters Score -3112284 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3118957.000000 Penalty: 3047.082520
	Iteration 1F: 3 clusters Score -3118957 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3119418.750000 Penalty: 3047.082520
	Iteration 2Q: 3 clusters Score -3119419 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3119872.250000 Penalty: 3047.082520
	Iteration 3Q: 3 clusters Score -3119872 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3120344.000000 Penalty: 3047.082520
	Iteration 4Q: 3 clusters Score -3120344 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3120905.750000 Penalty: 3047.082520
	Iteration 5Q: 3 clusters Score -3120906 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3121626.250000 Penalty: 3047.082520
	Iteration 6F: 3 clusters Score -3121626 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3122701.250000 Penalty: 3047.082520
	Iteration 7F: 3 clusters Score -3122701 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3124196.000000 Penalty: 3047.082520
	Iteration 8F: 3 clusters Score -3124196 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3125850.000000 Penalty: 3047.082520
	Iteration 9F: 3 clusters Score -3125850 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3127273.500000 Penalty: 3047.082520
	Iteration 10F: 3 clusters Score -3127274 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3128142.750000 Penalty: 3047.082520
	Iteration 11Q: 3 clusters Score -3128143 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3128594.750000 Penalty: 3047.082520
	Iteration 12Q: 3 clusters Score -3128595 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3128843.000000 Penalty: 3047.082520
	Iteration 13Q: 3 clusters Score -3128843 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3128966.500000 Penalty: 3047.082520
	Iteration 14Q: 3 clusters Score -3128966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3129032.500000 Penalty: 3047.082520
	Iteration 15Q: 3 clusters Score -3129032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3129077.750000 Penalty: 3047.082520
	Iteration 16Q: 3 clusters Score -3129078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3129109.500000 Penalty: 3047.082520
	Iteration 17Q: 3 clusters Score -3129110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3129126.750000 Penalty: 3047.082520
	Iteration 18Q: 3 clusters Score -3129127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3129142.500000 Penalty: 3047.082520
	Iteration 19Q: 3 clusters Score -3129142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3129157.000000 Penalty: 3047.082520
	Iteration 20F: 3 clusters Score -3129157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3129168.750000 Penalty: 3047.082520
	Iteration 21Q: 3 clusters Score -3129169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3129169.000000 Penalty: 3047.082520
	Iteration 22Q: 3 clusters Score -3129169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3129174.500000 Penalty: 3047.082520
	Iteration 23Q: 3 clusters Score -3129174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3129176.750000 Penalty: 3047.082520
	Iteration 24Q: 3 clusters Score -3129177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3129183.000000 Penalty: 3047.082520
	Iteration 25Q: 3 clusters Score -3129183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3129193.500000 Penalty: 3047.082520
	Iteration 26Q: 3 clusters Score -3129194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3129192.250000 Penalty: 3047.082520
	Iteration 27Q: 3 clusters Score -3129192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3129200.500000 Penalty: 3047.082520
	Iteration 28Q: 3 clusters Score -3129200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3129204.750000 Penalty: 3047.082520
	Iteration 29Q: 3 clusters Score -3129205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3129208.000000 Penalty: 3047.082520
	Iteration 30Q: 3 clusters Score -3129208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3129207.250000 Penalty: 3047.082520
	Iteration 31Q: 3 clusters Score -3129207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3129208.250000 Penalty: 3047.082520
	Iteration 32Q: 3 clusters Score -3129208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3129211.000000 Penalty: 3047.082520
	Iteration 33Q: 3 clusters Score -3129211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3129211.250000 Penalty: 3047.082520
	Iteration 34Q: 3 clusters Score -3129211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3129211.250000 Penalty: 3047.082520
	Iteration 35F: 3 clusters Score -3129211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Entering Unmasked Estep 
Score: -5578829.000000 Penalty: 1609.069580
	Iteration 0F: 2 clusters Score -5578829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -5546306.500000 Penalty: 3218.139160
	Iteration 0F: 3 clusters Score -5546306 nChanged 22971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -5559450.500000 Penalty: 3218.139160
	Iteration 1F: 3 clusters Score -5559450 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5560208.500000 Penalty: 3218.139160
	Iteration 2Q: 3 clusters Score -5560208 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -5560974.000000 Penalty: 3218.139160
	Iteration 3Q: 3 clusters Score -5560974 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5561929.500000 Penalty: 3218.139160
	Iteration 4Q: 3 clusters Score -5561930 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -5563241.000000 Penalty: 3218.139160
	Iteration 5F: 3 clusters Score -5563241 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5565148.000000 Penalty: 3218.139160
	Iteration 6F: 3 clusters Score -5565148 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -5567713.000000 Penalty: 3218.139160
	Iteration 7F: 3 clusters Score -5567713 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -5570441.000000 Penalty: 3218.139160
	Iteration 8F: 3 clusters Score -5570441 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -5572973.500000 Penalty: 3218.139160
	Iteration 9F: 3 clusters Score -5572974 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5574877.500000 Penalty: 3218.139160
	Iteration 10Q: 3 clusters Score -5574878 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5576011.000000 Penalty: 3218.139160
	Iteration 11Q: 3 clusters Score -5576011 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5576654.500000 Penalty: 3218.139160
	Iteration 12Q: 3 clusters Score -5576654 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5576994.500000 Penalty: 3218.139160
	Iteration 13Q: 3 clusters Score -5576994 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5577234.000000 Penalty: 3218.139160
	Iteration 14Q: 3 clusters Score -5577234 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5577366.500000 Penalty: 3218.139160
	Iteration 15Q: 3 clusters Score -5577366 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5577440.000000 Penalty: 3218.139160
	Iteration 16Q: 3 clusters Score -5577440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5577510.000000 Penalty: 3218.139160
	Iteration 17Q: 3 clusters Score -5577510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5577574.000000 Penalty: 3218.139160
	Iteration 18Q: 3 clusters Score -5577574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5577612.500000 Penalty: 3218.139160
	Iteration 19Q: 3 clusters Score -5577612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5577624.500000 Penalty: 3218.139160
	Iteration 20F: 3 clusters Score -5577624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5577633.500000 Penalty: 3218.139160
	Iteration 21Q: 3 clusters Score -5577634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5577653.500000 Penalty: 3218.139160
	Iteration 22Q: 3 clusters Score -5577654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5577658.000000 Penalty: 3218.139160
	Iteration 23Q: 3 clusters Score -5577658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5577659.000000 Penalty: 3218.139160
	Iteration 24Q: 3 clusters Score -5577659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5577666.500000 Penalty: 3218.139160
	Iteration 25Q: 3 clusters Score -5577666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5577674.000000 Penalty: 3218.139160
	Iteration 26Q: 3 clusters Score -5577674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5577676.500000 Penalty: 3218.139160
	Iteration 27Q: 3 clusters Score -5577676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5577678.000000 Penalty: 3218.139160
	Iteration 28Q: 3 clusters Score -5577678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5577680.500000 Penalty: 3218.139160
	Iteration 29Q: 3 clusters Score -5577680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5577687.000000 Penalty: 3218.139160
	Iteration 30Q: 3 clusters Score -5577687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5577689.500000 Penalty: 3218.139160
	Iteration 31Q: 3 clusters Score -5577690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5577691.500000 Penalty: 3218.139160
	Iteration 32Q: 3 clusters Score -5577692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5577695.500000 Penalty: 3218.139160
	Iteration 33Q: 3 clusters Score -5577696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5577695.500000 Penalty: 3218.139160
	Iteration 34F: 3 clusters Score -5577696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Entering Unmasked Estep 
Score: -3584087.750000 Penalty: 1549.764404
	Iteration 0F: 2 clusters Score -3584088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3562300.000000 Penalty: 3099.528809
	Iteration 0F: 3 clusters Score -3562300 nChanged 15116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3570712.250000 Penalty: 3099.528809
	Iteration 1F: 3 clusters Score -3570712 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3571253.500000 Penalty: 3099.528809
	Iteration 2Q: 3 clusters Score -3571254 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3571776.250000 Penalty: 3099.528809
	Iteration 3Q: 3 clusters Score -3571776 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3572319.750000 Penalty: 3099.528809
	Iteration 4Q: 3 clusters Score -3572320 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3572861.250000 Penalty: 3099.528809
	Iteration 5Q: 3 clusters Score -3572861 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3573419.750000 Penalty: 3099.528809
	Iteration 6Q: 3 clusters Score -3573420 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3574093.750000 Penalty: 3099.528809
	Iteration 7Q: 3 clusters Score -3574094 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3574882.750000 Penalty: 3099.528809
	Iteration 8Q: 3 clusters Score -3574883 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3575718.250000 Penalty: 3099.528809
	Iteration 9Q: 3 clusters Score -3575718 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3576515.250000 Penalty: 3099.528809
	Iteration 10Q: 3 clusters Score -3576515 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3577363.000000 Penalty: 3099.528809
	Iteration 11Q: 3 clusters Score -3577363 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3578018.000000 Penalty: 3099.528809
	Iteration 12Q: 3 clusters Score -3578018 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3578516.750000 Penalty: 3099.528809
	Iteration 13Q: 3 clusters Score -3578517 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3578804.500000 Penalty: 3099.528809
	Iteration 14Q: 3 clusters Score -3578804 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3578987.250000 Penalty: 3099.528809
	Iteration 15Q: 3 clusters Score -3578987 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3579199.250000 Penalty: 3099.528809
	Iteration 16Q: 3 clusters Score -3579199 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3579358.000000 Penalty: 3099.528809
	Iteration 17Q: 3 clusters Score -3579358 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3579539.750000 Penalty: 3099.528809
	Iteration 18Q: 3 clusters Score -3579540 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3579732.750000 Penalty: 3099.528809
	Iteration 19Q: 3 clusters Score -3579733 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3579887.000000 Penalty: 3099.528809
	Iteration 20F: 3 clusters Score -3579887 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3580035.250000 Penalty: 3099.528809
	Iteration 21Q: 3 clusters Score -3580035 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3580159.500000 Penalty: 3099.528809
	Iteration 22Q: 3 clusters Score -3580160 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3580261.000000 Penalty: 3099.528809
	Iteration 23Q: 3 clusters Score -3580261 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3580361.750000 Penalty: 3099.528809
	Iteration 24Q: 3 clusters Score -3580362 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3580432.750000 Penalty: 3099.528809
	Iteration 25Q: 3 clusters Score -3580433 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3580502.500000 Penalty: 3099.528809
	Iteration 26Q: 3 clusters Score -3580502 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3580549.500000 Penalty: 3099.528809
	Iteration 27Q: 3 clusters Score -3580550 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3580600.000000 Penalty: 3099.528809
	Iteration 28Q: 3 clusters Score -3580600 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3580642.750000 Penalty: 3099.528809
	Iteration 29Q: 3 clusters Score -3580643 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3580670.500000 Penalty: 3099.528809
	Iteration 30Q: 3 clusters Score -3580670 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -3580715.250000 Penalty: 3099.528809
	Iteration 31Q: 3 clusters Score -3580715 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3580749.750000 Penalty: 3099.528809
	Iteration 32Q: 3 clusters Score -3580750 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3580789.500000 Penalty: 3099.528809
	Iteration 33Q: 3 clusters Score -3580790 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3580821.500000 Penalty: 3099.528809
	Iteration 34Q: 3 clusters Score -3580822 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3580862.250000 Penalty: 3099.528809
	Iteration 35Q: 3 clusters Score -3580862 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3580888.250000 Penalty: 3099.528809
	Iteration 36Q: 3 clusters Score -3580888 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3580924.500000 Penalty: 3099.528809
	Iteration 37Q: 3 clusters Score -3580924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3580963.000000 Penalty: 3099.528809
	Iteration 38Q: 3 clusters Score -3580963 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3580999.750000 Penalty: 3099.528809
	Iteration 39Q: 3 clusters Score -3581000 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3581028.000000 Penalty: 3099.528809
	Iteration 40F: 3 clusters Score -3581028 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3581051.750000 Penalty: 3099.528809
	Iteration 41Q: 3 clusters Score -3581052 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3581103.250000 Penalty: 3099.528809
	Iteration 42Q: 3 clusters Score -3581103 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3581146.250000 Penalty: 3099.528809
	Iteration 43Q: 3 clusters Score -3581146 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3581226.250000 Penalty: 3099.528809
	Iteration 44Q: 3 clusters Score -3581226 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3581275.500000 Penalty: 3099.528809
	Iteration 45Q: 3 clusters Score -3581276 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3581349.250000 Penalty: 3099.528809
	Iteration 46Q: 3 clusters Score -3581349 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3581448.750000 Penalty: 3099.528809
	Iteration 47Q: 3 clusters Score -3581449 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3581507.000000 Penalty: 3099.528809
	Iteration 48Q: 3 clusters Score -3581507 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3581581.750000 Penalty: 3099.528809
	Iteration 49Q: 3 clusters Score -3581582 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3581641.750000 Penalty: 3099.528809
	Iteration 50Q: 3 clusters Score -3581642 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3581733.250000 Penalty: 3099.528809
	Iteration 51Q: 3 clusters Score -3581733 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3581822.500000 Penalty: 3099.528809
	Iteration 52Q: 3 clusters Score -3581822 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3581915.000000 Penalty: 3099.528809
	Iteration 53Q: 3 clusters Score -3581915 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3581988.000000 Penalty: 3099.528809
	Iteration 54Q: 3 clusters Score -3581988 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3582083.500000 Penalty: 3099.528809
	Iteration 55Q: 3 clusters Score -3582084 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3582153.000000 Penalty: 3099.528809
	Iteration 56Q: 3 clusters Score -3582153 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3582191.250000 Penalty: 3099.528809
	Iteration 57Q: 3 clusters Score -3582191 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3582252.000000 Penalty: 3099.528809
	Iteration 58Q: 3 clusters Score -3582252 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3582282.500000 Penalty: 3099.528809
	Iteration 59Q: 3 clusters Score -3582282 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3582342.750000 Penalty: 3099.528809
	Iteration 60F: 3 clusters Score -3582343 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3582385.500000 Penalty: 3099.528809
	Iteration 61Q: 3 clusters Score -3582386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3582404.500000 Penalty: 3099.528809
	Iteration 62Q: 3 clusters Score -3582404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3582407.000000 Penalty: 3099.528809
	Iteration 63Q: 3 clusters Score -3582407 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3582441.500000 Penalty: 3099.528809
	Iteration 64Q: 3 clusters Score -3582442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3582444.500000 Penalty: 3099.528809
	Iteration 65Q: 3 clusters Score -3582444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3582461.750000 Penalty: 3099.528809
	Iteration 66Q: 3 clusters Score -3582462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3582481.750000 Penalty: 3099.528809
	Iteration 67Q: 3 clusters Score -3582482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -3582488.250000 Penalty: 3099.528809
	Iteration 68Q: 3 clusters Score -3582488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3582502.750000 Penalty: 3099.528809
	Iteration 69Q: 3 clusters Score -3582503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3582525.250000 Penalty: 3099.528809
	Iteration 70Q: 3 clusters Score -3582525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3582534.750000 Penalty: 3099.528809
	Iteration 71Q: 3 clusters Score -3582535 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3582529.000000 Penalty: 3099.528809
	Iteration 72Q: 3 clusters Score -3582529 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3582532.250000 Penalty: 3099.528809
	Iteration 73Q: 3 clusters Score -3582532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3582552.500000 Penalty: 3099.528809
	Iteration 74Q: 3 clusters Score -3582552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3582568.000000 Penalty: 3099.528809
	Iteration 75Q: 3 clusters Score -3582568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3582566.750000 Penalty: 3099.528809
	Iteration 76Q: 3 clusters Score -3582567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3582583.000000 Penalty: 3099.528809
	Iteration 77Q: 3 clusters Score -3582583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3582593.250000 Penalty: 3099.528809
	Iteration 78Q: 3 clusters Score -3582593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -3582600.000000 Penalty: 3099.528809
	Iteration 79Q: 3 clusters Score -3582600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3582594.750000 Penalty: 3099.528809
	Iteration 80F: 3 clusters Score -3582595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3582596.000000 Penalty: 3099.528809
	Iteration 81Q: 3 clusters Score -3582596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3582602.250000 Penalty: 3099.528809
	Iteration 82Q: 3 clusters Score -3582602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3582607.750000 Penalty: 3099.528809
	Iteration 83Q: 3 clusters Score -3582608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3582607.750000 Penalty: 3099.528809
	Iteration 84Q: 3 clusters Score -3582608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3582613.750000 Penalty: 3099.528809
	Iteration 85Q: 3 clusters Score -3582614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3582627.250000 Penalty: 3099.528809
	Iteration 86Q: 3 clusters Score -3582627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3582634.500000 Penalty: 3099.528809
	Iteration 87Q: 3 clusters Score -3582634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3582640.500000 Penalty: 3099.528809
	Iteration 88Q: 3 clusters Score -3582640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3582643.750000 Penalty: 3099.528809
	Iteration 89Q: 3 clusters Score -3582644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3582646.500000 Penalty: 3099.528809
	Iteration 90Q: 3 clusters Score -3582646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3582656.500000 Penalty: 3099.528809
	Iteration 91Q: 3 clusters Score -3582656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3582653.000000 Penalty: 3099.528809
	Iteration 92Q: 3 clusters Score -3582653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3582657.750000 Penalty: 3099.528809
	Iteration 93Q: 3 clusters Score -3582658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3582670.250000 Penalty: 3099.528809
	Iteration 94Q: 3 clusters Score -3582670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3582675.250000 Penalty: 3099.528809
	Iteration 95Q: 3 clusters Score -3582675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3582675.500000 Penalty: 3099.528809
	Iteration 96Q: 3 clusters Score -3582676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3582676.000000 Penalty: 3099.528809
	Iteration 97Q: 3 clusters Score -3582676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3582677.000000 Penalty: 3099.528809
	Iteration 98Q: 3 clusters Score -3582677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3582681.500000 Penalty: 3099.528809
	Iteration 99Q: 3 clusters Score -3582682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3582680.750000 Penalty: 3099.528809
	Iteration 100F: 3 clusters Score -3582681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3582695.000000 Penalty: 3099.528809
	Iteration 101Q: 3 clusters Score -3582695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3582693.000000 Penalty: 3099.528809
	Iteration 102Q: 3 clusters Score -3582693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3582692.500000 Penalty: 3099.528809
	Iteration 103Q: 3 clusters Score -3582692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3582687.000000 Penalty: 3099.528809
	Iteration 104Q: 3 clusters Score -3582687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3582692.750000 Penalty: 3099.528809
	Iteration 105Q: 3 clusters Score -3582693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3582695.750000 Penalty: 3099.528809
	Iteration 106Q: 3 clusters Score -3582696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3582701.750000 Penalty: 3099.528809
	Iteration 107Q: 3 clusters Score -3582702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3582702.500000 Penalty: 3099.528809
	Iteration 108Q: 3 clusters Score -3582702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3582701.000000 Penalty: 3099.528809
	Iteration 109Q: 3 clusters Score -3582701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3582707.750000 Penalty: 3099.528809
	Iteration 110Q: 3 clusters Score -3582708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3582710.250000 Penalty: 3099.528809
	Iteration 111Q: 3 clusters Score -3582710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3582715.000000 Penalty: 3099.528809
	Iteration 112Q: 3 clusters Score -3582715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3582721.000000 Penalty: 3099.528809
	Iteration 113Q: 3 clusters Score -3582721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3582724.750000 Penalty: 3099.528809
	Iteration 114Q: 3 clusters Score -3582725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3582727.500000 Penalty: 3099.528809
	Iteration 115Q: 3 clusters Score -3582728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3582727.750000 Penalty: 3099.528809
	Iteration 116Q: 3 clusters Score -3582728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3582733.500000 Penalty: 3099.528809
	Iteration 117Q: 3 clusters Score -3582734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3582735.000000 Penalty: 3099.528809
	Iteration 118Q: 3 clusters Score -3582735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3582742.250000 Penalty: 3099.528809
	Iteration 119Q: 3 clusters Score -3582742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3582740.750000 Penalty: 3099.528809
	Iteration 120F: 3 clusters Score -3582741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3582747.000000 Penalty: 3099.528809
	Iteration 121Q: 3 clusters Score -3582747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3582748.250000 Penalty: 3099.528809
	Iteration 122Q: 3 clusters Score -3582748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3582753.750000 Penalty: 3099.528809
	Iteration 123Q: 3 clusters Score -3582754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3582763.000000 Penalty: 3099.528809
	Iteration 124Q: 3 clusters Score -3582763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3582760.250000 Penalty: 3099.528809
	Iteration 125Q: 3 clusters Score -3582760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3582764.000000 Penalty: 3099.528809
	Iteration 126Q: 3 clusters Score -3582764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3582768.750000 Penalty: 3099.528809
	Iteration 127Q: 3 clusters Score -3582769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3582766.000000 Penalty: 3099.528809
	Iteration 128Q: 3 clusters Score -3582766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3582764.750000 Penalty: 3099.528809
	Iteration 129Q: 3 clusters Score -3582765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3582766.750000 Penalty: 3099.528809
	Iteration 130Q: 3 clusters Score -3582767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3582770.000000 Penalty: 3099.528809
	Iteration 131Q: 3 clusters Score -3582770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3582769.750000 Penalty: 3099.528809
	Iteration 132Q: 3 clusters Score -3582770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3582768.250000 Penalty: 3099.528809
	Iteration 133Q: 3 clusters Score -3582768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3582764.750000 Penalty: 3099.528809
	Iteration 134Q: 3 clusters Score -3582765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3582769.000000 Penalty: 3099.528809
	Iteration 135Q: 3 clusters Score -3582769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3582768.750000 Penalty: 3099.528809
	Iteration 136Q: 3 clusters Score -3582769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3582769.500000 Penalty: 3099.528809
	Iteration 137Q: 3 clusters Score -3582770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3582773.500000 Penalty: 3099.528809
	Iteration 138Q: 3 clusters Score -3582774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3582773.500000 Penalty: 3099.528809
	Iteration 139Q: 3 clusters Score -3582774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3582775.750000 Penalty: 3099.528809
	Iteration 140F: 3 clusters Score -3582776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3582774.000000 Penalty: 3099.528809
	Iteration 141Q: 3 clusters Score -3582774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3582770.500000 Penalty: 3099.528809
	Iteration 142Q: 3 clusters Score -3582770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3582779.750000 Penalty: 3099.528809
	Iteration 143Q: 3 clusters Score -3582780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3582774.000000 Penalty: 3099.528809
	Iteration 144Q: 3 clusters Score -3582774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3582782.500000 Penalty: 3099.528809
	Iteration 145Q: 3 clusters Score -3582782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3582782.500000 Penalty: 3099.528809
	Iteration 146Q: 3 clusters Score -3582782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3582781.250000 Penalty: 3099.528809
	Iteration 147Q: 3 clusters Score -3582781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3582781.250000 Penalty: 3099.528809
	Iteration 148Q: 3 clusters Score -3582781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3582779.750000 Penalty: 3099.528809
	Iteration 149Q: 3 clusters Score -3582780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3582781.500000 Penalty: 3099.528809
	Iteration 150Q: 3 clusters Score -3582782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3582782.750000 Penalty: 3099.528809
	Iteration 151Q: 3 clusters Score -3582783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3582786.250000 Penalty: 3099.528809
	Iteration 152Q: 3 clusters Score -3582786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3582789.000000 Penalty: 3099.528809
	Iteration 153Q: 3 clusters Score -3582789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3582787.750000 Penalty: 3099.528809
	Iteration 154Q: 3 clusters Score -3582788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3582786.750000 Penalty: 3099.528809
	Iteration 155Q: 3 clusters Score -3582787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3582790.750000 Penalty: 3099.528809
	Iteration 156Q: 3 clusters Score -3582791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3582790.250000 Penalty: 3099.528809
	Iteration 157Q: 3 clusters Score -3582790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3582789.250000 Penalty: 3099.528809
	Iteration 158Q: 3 clusters Score -3582789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3582786.750000 Penalty: 3099.528809
	Iteration 159Q: 3 clusters Score -3582787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3582788.000000 Penalty: 3099.528809
	Iteration 160F: 3 clusters Score -3582788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3582793.000000 Penalty: 3099.528809
	Iteration 161Q: 3 clusters Score -3582793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3582793.000000 Penalty: 3099.528809
	Iteration 162F: 3 clusters Score -3582793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Entering Unmasked Estep 
Score: -2615284.250000 Penalty: 1497.394775
	Iteration 0F: 2 clusters Score -2615284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2600081.250000 Penalty: 2994.789551
	Iteration 0F: 3 clusters Score -2600081 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2605813.000000 Penalty: 2994.789551
	Iteration 1F: 3 clusters Score -2605813 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2606522.750000 Penalty: 2994.789551
	Iteration 2F: 3 clusters Score -2606523 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2607308.000000 Penalty: 2994.789551
	Iteration 3F: 3 clusters Score -2607308 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2608124.500000 Penalty: 2994.789551
	Iteration 4F: 3 clusters Score -2608124 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2608952.750000 Penalty: 2994.789551
	Iteration 5F: 3 clusters Score -2608953 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2609654.000000 Penalty: 2994.789551
	Iteration 6F: 3 clusters Score -2609654 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2610256.500000 Penalty: 2994.789551
	Iteration 7Q: 3 clusters Score -2610256 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2610732.000000 Penalty: 2994.789551
	Iteration 8Q: 3 clusters Score -2610732 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2611149.250000 Penalty: 2994.789551
	Iteration 9Q: 3 clusters Score -2611149 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2611525.500000 Penalty: 2994.789551
	Iteration 10Q: 3 clusters Score -2611526 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2611861.500000 Penalty: 2994.789551
	Iteration 11Q: 3 clusters Score -2611862 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2612235.250000 Penalty: 2994.789551
	Iteration 12Q: 3 clusters Score -2612235 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2612613.000000 Penalty: 2994.789551
	Iteration 13Q: 3 clusters Score -2612613 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2612927.250000 Penalty: 2994.789551
	Iteration 14Q: 3 clusters Score -2612927 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2613209.750000 Penalty: 2994.789551
	Iteration 15Q: 3 clusters Score -2613210 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2613453.500000 Penalty: 2994.789551
	Iteration 16Q: 3 clusters Score -2613454 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2613650.500000 Penalty: 2994.789551
	Iteration 17Q: 3 clusters Score -2613650 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2613790.750000 Penalty: 2994.789551
	Iteration 18Q: 3 clusters Score -2613791 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -2613907.250000 Penalty: 2994.789551
	Iteration 19Q: 3 clusters Score -2613907 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2613987.000000 Penalty: 2994.789551
	Iteration 20F: 3 clusters Score -2613987 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2614051.000000 Penalty: 2994.789551
	Iteration 21Q: 3 clusters Score -2614051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2614086.250000 Penalty: 2994.789551
	Iteration 22Q: 3 clusters Score -2614086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2614112.250000 Penalty: 2994.789551
	Iteration 23Q: 3 clusters Score -2614112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2614146.750000 Penalty: 2994.789551
	Iteration 24Q: 3 clusters Score -2614147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2614175.250000 Penalty: 2994.789551
	Iteration 25Q: 3 clusters Score -2614175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2614187.250000 Penalty: 2994.789551
	Iteration 26Q: 3 clusters Score -2614187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2614208.000000 Penalty: 2994.789551
	Iteration 27Q: 3 clusters Score -2614208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2614228.250000 Penalty: 2994.789551
	Iteration 28Q: 3 clusters Score -2614228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2614255.500000 Penalty: 2994.789551
	Iteration 29Q: 3 clusters Score -2614256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2614261.250000 Penalty: 2994.789551
	Iteration 30Q: 3 clusters Score -2614261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2614266.250000 Penalty: 2994.789551
	Iteration 31Q: 3 clusters Score -2614266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2614275.250000 Penalty: 2994.789551
	Iteration 32Q: 3 clusters Score -2614275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2614274.500000 Penalty: 2994.789551
	Iteration 33Q: 3 clusters Score -2614274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2614276.500000 Penalty: 2994.789551
	Iteration 34Q: 3 clusters Score -2614276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2614277.250000 Penalty: 2994.789551
	Iteration 35Q: 3 clusters Score -2614277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2614280.500000 Penalty: 2994.789551
	Iteration 36Q: 3 clusters Score -2614280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2614281.750000 Penalty: 2994.789551
	Iteration 37Q: 3 clusters Score -2614282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2614285.000000 Penalty: 2994.789551
	Iteration 38Q: 3 clusters Score -2614285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2614289.500000 Penalty: 2994.789551
	Iteration 39Q: 3 clusters Score -2614290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2614289.500000 Penalty: 2994.789551
	Iteration 40F: 3 clusters Score -2614290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Entering Unmasked Estep 
Score: -2642599.000000 Penalty: 1498.027710
	Iteration 0F: 2 clusters Score -2642599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2627364.250000 Penalty: 2996.055420
	Iteration 0F: 3 clusters Score -2627364 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2632853.500000 Penalty: 2996.055420
	Iteration 1F: 3 clusters Score -2632854 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2633363.750000 Penalty: 2996.055420
	Iteration 2F: 3 clusters Score -2633364 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2633883.750000 Penalty: 2996.055420
	Iteration 3F: 3 clusters Score -2633884 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2634424.250000 Penalty: 2996.055420
	Iteration 4F: 3 clusters Score -2634424 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2635068.250000 Penalty: 2996.055420
	Iteration 5F: 3 clusters Score -2635068 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2635733.500000 Penalty: 2996.055420
	Iteration 6F: 3 clusters Score -2635734 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2636465.000000 Penalty: 2996.055420
	Iteration 7F: 3 clusters Score -2636465 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2637351.500000 Penalty: 2996.055420
	Iteration 8F: 3 clusters Score -2637352 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2638261.500000 Penalty: 2996.055420
	Iteration 9F: 3 clusters Score -2638262 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2639128.000000 Penalty: 2996.055420
	Iteration 10Q: 3 clusters Score -2639128 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2639840.500000 Penalty: 2996.055420
	Iteration 11Q: 3 clusters Score -2639840 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2640343.750000 Penalty: 2996.055420
	Iteration 12Q: 3 clusters Score -2640344 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2640713.000000 Penalty: 2996.055420
	Iteration 13Q: 3 clusters Score -2640713 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2640929.000000 Penalty: 2996.055420
	Iteration 14Q: 3 clusters Score -2640929 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2641071.250000 Penalty: 2996.055420
	Iteration 15Q: 3 clusters Score -2641071 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2641166.000000 Penalty: 2996.055420
	Iteration 16Q: 3 clusters Score -2641166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2641221.250000 Penalty: 2996.055420
	Iteration 17Q: 3 clusters Score -2641221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2641263.500000 Penalty: 2996.055420
	Iteration 18Q: 3 clusters Score -2641264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2641287.250000 Penalty: 2996.055420
	Iteration 19Q: 3 clusters Score -2641287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2641312.500000 Penalty: 2996.055420
	Iteration 20F: 3 clusters Score -2641312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2641329.250000 Penalty: 2996.055420
	Iteration 21Q: 3 clusters Score -2641329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2641342.750000 Penalty: 2996.055420
	Iteration 22Q: 3 clusters Score -2641343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2641339.500000 Penalty: 2996.055420
	Iteration 23Q: 3 clusters Score -2641340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2641353.250000 Penalty: 2996.055420
	Iteration 24Q: 3 clusters Score -2641353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2641355.000000 Penalty: 2996.055420
	Iteration 25Q: 3 clusters Score -2641355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2641355.000000 Penalty: 2996.055420
	Iteration 26F: 3 clusters Score -2641355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Entering Unmasked Estep 
Score: -1681967.375000 Penalty: 1430.970703
	Iteration 0F: 2 clusters Score -1681967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1672082.750000 Penalty: 2861.941406
	Iteration 0F: 3 clusters Score -1672083 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1675460.875000 Penalty: 2861.941406
	Iteration 1F: 3 clusters Score -1675461 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1675903.250000 Penalty: 2861.941406
	Iteration 2F: 3 clusters Score -1675903 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1676313.875000 Penalty: 2861.941406
	Iteration 3F: 3 clusters Score -1676314 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1676759.125000 Penalty: 2861.941406
	Iteration 4F: 3 clusters Score -1676759 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1677209.875000 Penalty: 2861.941406
	Iteration 5F: 3 clusters Score -1677210 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1677685.000000 Penalty: 2861.941406
	Iteration 6F: 3 clusters Score -1677685 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1678155.375000 Penalty: 2861.941406
	Iteration 7F: 3 clusters Score -1678155 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1678550.625000 Penalty: 2861.941406
	Iteration 8Q: 3 clusters Score -1678551 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1678855.875000 Penalty: 2861.941406
	Iteration 9Q: 3 clusters Score -1678856 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1679107.625000 Penalty: 2861.941406
	Iteration 10Q: 3 clusters Score -1679108 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1679323.750000 Penalty: 2861.941406
	Iteration 11Q: 3 clusters Score -1679324 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1679495.875000 Penalty: 2861.941406
	Iteration 12Q: 3 clusters Score -1679496 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1679667.750000 Penalty: 2861.941406
	Iteration 13Q: 3 clusters Score -1679668 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1679839.375000 Penalty: 2861.941406
	Iteration 14Q: 3 clusters Score -1679839 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1679992.375000 Penalty: 2861.941406
	Iteration 15Q: 3 clusters Score -1679992 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1680142.000000 Penalty: 2861.941406
	Iteration 16Q: 3 clusters Score -1680142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1680260.875000 Penalty: 2861.941406
	Iteration 17Q: 3 clusters Score -1680261 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1680371.625000 Penalty: 2861.941406
	Iteration 18Q: 3 clusters Score -1680372 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1680481.500000 Penalty: 2861.941406
	Iteration 19Q: 3 clusters Score -1680482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1680558.000000 Penalty: 2861.941406
	Iteration 20F: 3 clusters Score -1680558 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1680612.000000 Penalty: 2861.941406
	Iteration 21Q: 3 clusters Score -1680612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1680644.625000 Penalty: 2861.941406
	Iteration 22Q: 3 clusters Score -1680645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1680677.000000 Penalty: 2861.941406
	Iteration 23Q: 3 clusters Score -1680677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1680695.750000 Penalty: 2861.941406
	Iteration 24Q: 3 clusters Score -1680696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1680720.125000 Penalty: 2861.941406
	Iteration 25Q: 3 clusters Score -1680720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1680742.250000 Penalty: 2861.941406
	Iteration 26Q: 3 clusters Score -1680742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1680763.000000 Penalty: 2861.941406
	Iteration 27Q: 3 clusters Score -1680763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1680782.500000 Penalty: 2861.941406
	Iteration 28Q: 3 clusters Score -1680782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1680793.625000 Penalty: 2861.941406
	Iteration 29Q: 3 clusters Score -1680794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1680801.500000 Penalty: 2861.941406
	Iteration 30Q: 3 clusters Score -1680802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1680818.375000 Penalty: 2861.941406
	Iteration 31Q: 3 clusters Score -1680818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1680821.875000 Penalty: 2861.941406
	Iteration 32Q: 3 clusters Score -1680822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1680829.125000 Penalty: 2861.941406
	Iteration 33Q: 3 clusters Score -1680829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1680831.000000 Penalty: 2861.941406
	Iteration 34Q: 3 clusters Score -1680831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1680833.000000 Penalty: 2861.941406
	Iteration 35Q: 3 clusters Score -1680833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1680839.750000 Penalty: 2861.941406
	Iteration 36Q: 3 clusters Score -1680840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1680843.750000 Penalty: 2861.941406
	Iteration 37Q: 3 clusters Score -1680844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1680847.375000 Penalty: 2861.941406
	Iteration 38Q: 3 clusters Score -1680847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1680850.875000 Penalty: 2861.941406
	Iteration 39Q: 3 clusters Score -1680851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1680855.875000 Penalty: 2861.941406
	Iteration 40F: 3 clusters Score -1680856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1680855.000000 Penalty: 2861.941406
	Iteration 41Q: 3 clusters Score -1680855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1680852.125000 Penalty: 2861.941406
	Iteration 42Q: 3 clusters Score -1680852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1680855.875000 Penalty: 2861.941406
	Iteration 43Q: 3 clusters Score -1680856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1680857.375000 Penalty: 2861.941406
	Iteration 44Q: 3 clusters Score -1680857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1680859.000000 Penalty: 2861.941406
	Iteration 45Q: 3 clusters Score -1680859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1680861.750000 Penalty: 2861.941406
	Iteration 46Q: 3 clusters Score -1680862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1680860.750000 Penalty: 2861.941406
	Iteration 47Q: 3 clusters Score -1680861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1680860.750000 Penalty: 2861.941406
	Iteration 48F: 3 clusters Score -1680861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -337137.312500 Penalty: 1204.987671
	Iteration 0F: 2 clusters Score -337137.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -334491.312500 Penalty: 2409.975342
	Iteration 0F: 3 clusters Score -334491.3 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -335252.656250 Penalty: 2409.975342
	Iteration 1F: 3 clusters Score -335252.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -335442.968750 Penalty: 2409.975342
	Iteration 2F: 3 clusters Score -335443 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -335577.125000 Penalty: 2409.975342
	Iteration 3F: 3 clusters Score -335577.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -335708.031250 Penalty: 2409.975342
	Iteration 4Q: 3 clusters Score -335708 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -335812.437500 Penalty: 2409.975342
	Iteration 5Q: 3 clusters Score -335812.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -335902.468750 Penalty: 2409.975342
	Iteration 6Q: 3 clusters Score -335902.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -335988.937500 Penalty: 2409.975342
	Iteration 7Q: 3 clusters Score -335988.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -336051.250000 Penalty: 2409.975342
	Iteration 8Q: 3 clusters Score -336051.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -336103.093750 Penalty: 2409.975342
	Iteration 9Q: 3 clusters Score -336103.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -336141.218750 Penalty: 2409.975342
	Iteration 10Q: 3 clusters Score -336141.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -336170.875000 Penalty: 2409.975342
	Iteration 11Q: 3 clusters Score -336170.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -336197.500000 Penalty: 2409.975342
	Iteration 12Q: 3 clusters Score -336197.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -336227.812500 Penalty: 2409.975342
	Iteration 13Q: 3 clusters Score -336227.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -336254.156250 Penalty: 2409.975342
	Iteration 14Q: 3 clusters Score -336254.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -336276.281250 Penalty: 2409.975342
	Iteration 15Q: 3 clusters Score -336276.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -336300.937500 Penalty: 2409.975342
	Iteration 16Q: 3 clusters Score -336300.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -336314.281250 Penalty: 2409.975342
	Iteration 17Q: 3 clusters Score -336314.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -336325.718750 Penalty: 2409.975342
	Iteration 18Q: 3 clusters Score -336325.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -336338.500000 Penalty: 2409.975342
	Iteration 19Q: 3 clusters Score -336338.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -336352.062500 Penalty: 2409.975342
	Iteration 20F: 3 clusters Score -336352.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -336363.937500 Penalty: 2409.975342
	Iteration 21Q: 3 clusters Score -336363.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -336378.906250 Penalty: 2409.975342
	Iteration 22Q: 3 clusters Score -336378.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -336395.812500 Penalty: 2409.975342
	Iteration 23Q: 3 clusters Score -336395.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -336417.718750 Penalty: 2409.975342
	Iteration 24Q: 3 clusters Score -336417.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -336440.093750 Penalty: 2409.975342
	Iteration 25Q: 3 clusters Score -336440.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -336463.968750 Penalty: 2409.975342
	Iteration 26Q: 3 clusters Score -336464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -336488.093750 Penalty: 2409.975342
	Iteration 27Q: 3 clusters Score -336488.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -336504.375000 Penalty: 2409.975342
	Iteration 28Q: 3 clusters Score -336504.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -336519.781250 Penalty: 2409.975342
	Iteration 29Q: 3 clusters Score -336519.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -336526.937500 Penalty: 2409.975342
	Iteration 30Q: 3 clusters Score -336526.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -336531.062500 Penalty: 2409.975342
	Iteration 31Q: 3 clusters Score -336531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -336534.781250 Penalty: 2409.975342
	Iteration 32Q: 3 clusters Score -336534.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -336540.906250 Penalty: 2409.975342
	Iteration 33Q: 3 clusters Score -336540.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -336547.218750 Penalty: 2409.975342
	Iteration 34Q: 3 clusters Score -336547.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -336555.781250 Penalty: 2409.975342
	Iteration 35Q: 3 clusters Score -336555.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -336561.656250 Penalty: 2409.975342
	Iteration 36Q: 3 clusters Score -336561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -336568.406250 Penalty: 2409.975342
	Iteration 37Q: 3 clusters Score -336568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -336573.343750 Penalty: 2409.975342
	Iteration 38Q: 3 clusters Score -336573.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -336578.125000 Penalty: 2409.975342
	Iteration 39Q: 3 clusters Score -336578.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -336583.500000 Penalty: 2409.975342
	Iteration 40F: 3 clusters Score -336583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -336590.562500 Penalty: 2409.975342
	Iteration 41Q: 3 clusters Score -336590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -336600.437500 Penalty: 2409.975342
	Iteration 42Q: 3 clusters Score -336600.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -336610.500000 Penalty: 2409.975342
	Iteration 43Q: 3 clusters Score -336610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -336617.562500 Penalty: 2409.975342
	Iteration 44Q: 3 clusters Score -336617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -336620.062500 Penalty: 2409.975342
	Iteration 45Q: 3 clusters Score -336620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -336622.125000 Penalty: 2409.975342
	Iteration 46Q: 3 clusters Score -336622.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -336624.968750 Penalty: 2409.975342
	Iteration 47Q: 3 clusters Score -336625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -336629.343750 Penalty: 2409.975342
	Iteration 48Q: 3 clusters Score -336629.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -336632.187500 Penalty: 2409.975342
	Iteration 49Q: 3 clusters Score -336632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -336636.375000 Penalty: 2409.975342
	Iteration 50Q: 3 clusters Score -336636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -336638.500000 Penalty: 2409.975342
	Iteration 51Q: 3 clusters Score -336638.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -336638.500000 Penalty: 2409.975342
	Iteration 52F: 3 clusters Score -336638.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Entering Unmasked Estep 
Score: -4240446.000000 Penalty: 1569.432373
	Iteration 0F: 2 clusters Score -4240446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4215774.000000 Penalty: 3138.864746
	Iteration 0F: 3 clusters Score -4215774 nChanged 17374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4225578.000000 Penalty: 3138.864746
	Iteration 1F: 3 clusters Score -4225578 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4226487.500000 Penalty: 3138.864746
	Iteration 2F: 3 clusters Score -4226488 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -4227425.000000 Penalty: 3138.864746
	Iteration 3F: 3 clusters Score -4227425 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4228397.000000 Penalty: 3138.864746
	Iteration 4F: 3 clusters Score -4228397 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4229282.500000 Penalty: 3138.864746
	Iteration 5F: 3 clusters Score -4229282 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4230132.000000 Penalty: 3138.864746
	Iteration 6Q: 3 clusters Score -4230132 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4230875.000000 Penalty: 3138.864746
	Iteration 7Q: 3 clusters Score -4230875 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4231561.000000 Penalty: 3138.864746
	Iteration 8Q: 3 clusters Score -4231561 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4232214.500000 Penalty: 3138.864746
	Iteration 9Q: 3 clusters Score -4232214 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -4232810.500000 Penalty: 3138.864746
	Iteration 10Q: 3 clusters Score -4232810 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4233424.000000 Penalty: 3138.864746
	Iteration 11Q: 3 clusters Score -4233424 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -4233951.000000 Penalty: 3138.864746
	Iteration 12Q: 3 clusters Score -4233951 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -4234497.000000 Penalty: 3138.864746
	Iteration 13Q: 3 clusters Score -4234497 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4234989.500000 Penalty: 3138.864746
	Iteration 14Q: 3 clusters Score -4234990 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -4235514.500000 Penalty: 3138.864746
	Iteration 15Q: 3 clusters Score -4235514 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -4236040.500000 Penalty: 3138.864746
	Iteration 16Q: 3 clusters Score -4236040 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4236597.500000 Penalty: 3138.864746
	Iteration 17Q: 3 clusters Score -4236598 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4237103.000000 Penalty: 3138.864746
	Iteration 18Q: 3 clusters Score -4237103 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4237572.500000 Penalty: 3138.864746
	Iteration 19Q: 3 clusters Score -4237572 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4237968.500000 Penalty: 3138.864746
	Iteration 20F: 3 clusters Score -4237968 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4238329.500000 Penalty: 3138.864746
	Iteration 21Q: 3 clusters Score -4238330 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4238586.500000 Penalty: 3138.864746
	Iteration 22Q: 3 clusters Score -4238586 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4238807.500000 Penalty: 3138.864746
	Iteration 23Q: 3 clusters Score -4238808 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4239016.000000 Penalty: 3138.864746
	Iteration 24Q: 3 clusters Score -4239016 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4239149.000000 Penalty: 3138.864746
	Iteration 25Q: 3 clusters Score -4239149 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4239230.500000 Penalty: 3138.864746
	Iteration 26Q: 3 clusters Score -4239230 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4239302.500000 Penalty: 3138.864746
	Iteration 27Q: 3 clusters Score -4239302 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4239336.500000 Penalty: 3138.864746
	Iteration 28Q: 3 clusters Score -4239336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4239359.000000 Penalty: 3138.864746
	Iteration 29Q: 3 clusters Score -4239359 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4239375.500000 Penalty: 3138.864746
	Iteration 30Q: 3 clusters Score -4239376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4239409.000000 Penalty: 3138.864746
	Iteration 31Q: 3 clusters Score -4239409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4239422.500000 Penalty: 3138.864746
	Iteration 32Q: 3 clusters Score -4239422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4239441.000000 Penalty: 3138.864746
	Iteration 33Q: 3 clusters Score -4239441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4239451.000000 Penalty: 3138.864746
	Iteration 34Q: 3 clusters Score -4239451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4239457.000000 Penalty: 3138.864746
	Iteration 35Q: 3 clusters Score -4239457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4239459.500000 Penalty: 3138.864746
	Iteration 36Q: 3 clusters Score -4239460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4239472.000000 Penalty: 3138.864746
	Iteration 37Q: 3 clusters Score -4239472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4239474.000000 Penalty: 3138.864746
	Iteration 38Q: 3 clusters Score -4239474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4239478.000000 Penalty: 3138.864746
	Iteration 39Q: 3 clusters Score -4239478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4239485.000000 Penalty: 3138.864746
	Iteration 40F: 3 clusters Score -4239485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4239488.500000 Penalty: 3138.864746
	Iteration 41Q: 3 clusters Score -4239488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4239493.000000 Penalty: 3138.864746
	Iteration 42Q: 3 clusters Score -4239493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4239498.500000 Penalty: 3138.864746
	Iteration 43Q: 3 clusters Score -4239498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4239502.000000 Penalty: 3138.864746
	Iteration 44Q: 3 clusters Score -4239502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4239504.000000 Penalty: 3138.864746
	Iteration 45Q: 3 clusters Score -4239504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4239507.000000 Penalty: 3138.864746
	Iteration 46Q: 3 clusters Score -4239507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4239507.000000 Penalty: 3138.864746
	Iteration 47Q: 3 clusters Score -4239507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4239509.000000 Penalty: 3138.864746
	Iteration 48Q: 3 clusters Score -4239509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4239512.000000 Penalty: 3138.864746
	Iteration 49Q: 3 clusters Score -4239512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4239512.500000 Penalty: 3138.864746
	Iteration 50Q: 3 clusters Score -4239512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4239509.000000 Penalty: 3138.864746
	Iteration 51Q: 3 clusters Score -4239509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4239509.500000 Penalty: 3138.864746
	Iteration 52Q: 3 clusters Score -4239510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4239511.500000 Penalty: 3138.864746
	Iteration 53Q: 3 clusters Score -4239512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4239510.000000 Penalty: 3138.864746
	Iteration 54Q: 3 clusters Score -4239510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4239514.500000 Penalty: 3138.864746
	Iteration 55Q: 3 clusters Score -4239514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4239515.000000 Penalty: 3138.864746
	Iteration 56Q: 3 clusters Score -4239515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4239515.500000 Penalty: 3138.864746
	Iteration 57Q: 3 clusters Score -4239516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4239517.500000 Penalty: 3138.864746
	Iteration 58Q: 3 clusters Score -4239518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4239518.500000 Penalty: 3138.864746
	Iteration 59Q: 3 clusters Score -4239518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4239516.000000 Penalty: 3138.864746
	Iteration 60F: 3 clusters Score -4239516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4239514.000000 Penalty: 3138.864746
	Iteration 61Q: 3 clusters Score -4239514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4239518.000000 Penalty: 3138.864746
	Iteration 62Q: 3 clusters Score -4239518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4239515.500000 Penalty: 3138.864746
	Iteration 63Q: 3 clusters Score -4239516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4239521.000000 Penalty: 3138.864746
	Iteration 64Q: 3 clusters Score -4239521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4239517.000000 Penalty: 3138.864746
	Iteration 65Q: 3 clusters Score -4239517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4239520.000000 Penalty: 3138.864746
	Iteration 66Q: 3 clusters Score -4239520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4239517.000000 Penalty: 3138.864746
	Iteration 67Q: 3 clusters Score -4239517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4239517.000000 Penalty: 3138.864746
	Iteration 68F: 3 clusters Score -4239517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -128974.406250 Penalty: 1050.598877
	Iteration 0F: 2 clusters Score -128974.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127594.195312 Penalty: 2101.197754
	Iteration 0F: 3 clusters Score -127594.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127897.492188 Penalty: 2101.197754
	Iteration 1F: 3 clusters Score -127897.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127976.226562 Penalty: 2101.197754
	Iteration 2F: 3 clusters Score -127976.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -128006.906250 Penalty: 2101.197754
	Iteration 3Q: 3 clusters Score -128006.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -128020.812500 Penalty: 2101.197754
	Iteration 4Q: 3 clusters Score -128020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128028.523438 Penalty: 2101.197754
	Iteration 5Q: 3 clusters Score -128028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128035.617188 Penalty: 2101.197754
	Iteration 6Q: 3 clusters Score -128035.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -128038.781250 Penalty: 2101.197754
	Iteration 7Q: 3 clusters Score -128038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128039.867188 Penalty: 2101.197754
	Iteration 8Q: 3 clusters Score -128039.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128039.867188 Penalty: 2101.197754
	Iteration 9F: 3 clusters Score -128039.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Entering Unmasked Estep 
Score: -4519089.500000 Penalty: 1577.465820
	Iteration 0F: 2 clusters Score -4519090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -4492947.000000 Penalty: 3154.931641
	Iteration 0F: 3 clusters Score -4492947 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4503004.000000 Penalty: 3154.931641
	Iteration 1F: 3 clusters Score -4503004 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4503605.500000 Penalty: 3154.931641
	Iteration 2Q: 3 clusters Score -4503606 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -4504214.000000 Penalty: 3154.931641
	Iteration 3Q: 3 clusters Score -4504214 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4504927.000000 Penalty: 3154.931641
	Iteration 4Q: 3 clusters Score -4504927 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4505710.000000 Penalty: 3154.931641
	Iteration 5Q: 3 clusters Score -4505710 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -4506684.500000 Penalty: 3154.931641
	Iteration 6Q: 3 clusters Score -4506684 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -4508064.000000 Penalty: 3154.931641
	Iteration 7F: 3 clusters Score -4508064 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -4509953.000000 Penalty: 3154.931641
	Iteration 8F: 3 clusters Score -4509953 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4512178.500000 Penalty: 3154.931641
	Iteration 9F: 3 clusters Score -4512178 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4514390.000000 Penalty: 3154.931641
	Iteration 10F: 3 clusters Score -4514390 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4516084.500000 Penalty: 3154.931641
	Iteration 11Q: 3 clusters Score -4516084 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -4517022.000000 Penalty: 3154.931641
	Iteration 12Q: 3 clusters Score -4517022 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -4517482.500000 Penalty: 3154.931641
	Iteration 13Q: 3 clusters Score -4517482 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -4517655.000000 Penalty: 3154.931641
	Iteration 14Q: 3 clusters Score -4517655 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -4517742.500000 Penalty: 3154.931641
	Iteration 15Q: 3 clusters Score -4517742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -4517790.000000 Penalty: 3154.931641
	Iteration 16Q: 3 clusters Score -4517790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -4517831.500000 Penalty: 3154.931641
	Iteration 17Q: 3 clusters Score -4517832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -4517866.000000 Penalty: 3154.931641
	Iteration 18Q: 3 clusters Score -4517866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4517883.500000 Penalty: 3154.931641
	Iteration 19Q: 3 clusters Score -4517884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -4517896.500000 Penalty: 3154.931641
	Iteration 20F: 3 clusters Score -4517896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -4517901.000000 Penalty: 3154.931641
	Iteration 21Q: 3 clusters Score -4517901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -4517909.500000 Penalty: 3154.931641
	Iteration 22Q: 3 clusters Score -4517910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -4517913.000000 Penalty: 3154.931641
	Iteration 23Q: 3 clusters Score -4517913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -4517910.500000 Penalty: 3154.931641
	Iteration 24Q: 3 clusters Score -4517910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -4517915.000000 Penalty: 3154.931641
	Iteration 25Q: 3 clusters Score -4517915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -4517916.000000 Penalty: 3154.931641
	Iteration 26Q: 3 clusters Score -4517916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -4517914.000000 Penalty: 3154.931641
	Iteration 27Q: 3 clusters Score -4517914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -4517919.000000 Penalty: 3154.931641
	Iteration 28Q: 3 clusters Score -4517919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4517920.000000 Penalty: 3154.931641
	Iteration 29Q: 3 clusters Score -4517920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4517920.000000 Penalty: 3154.931641
	Iteration 30F: 3 clusters Score -4517920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -178541.718750 Penalty: 1113.255493
	Iteration 0F: 2 clusters Score -178541.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -176826.578125 Penalty: 2226.510986
	Iteration 0F: 3 clusters Score -176826.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -177265.156250 Penalty: 2226.510986
	Iteration 1F: 3 clusters Score -177265.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -177379.015625 Penalty: 2226.510986
	Iteration 2F: 3 clusters Score -177379 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -177454.062500 Penalty: 2226.510986
	Iteration 3Q: 3 clusters Score -177454.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -177492.015625 Penalty: 2226.510986
	Iteration 4Q: 3 clusters Score -177492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -177506.734375 Penalty: 2226.510986
	Iteration 5Q: 3 clusters Score -177506.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -177517.875000 Penalty: 2226.510986
	Iteration 6Q: 3 clusters Score -177517.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -177522.343750 Penalty: 2226.510986
	Iteration 7Q: 3 clusters Score -177522.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -177525.046875 Penalty: 2226.510986
	Iteration 8Q: 3 clusters Score -177525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -177526.375000 Penalty: 2226.510986
	Iteration 9Q: 3 clusters Score -177526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -177528.203125 Penalty: 2226.510986
	Iteration 10Q: 3 clusters Score -177528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -177529.453125 Penalty: 2226.510986
	Iteration 11Q: 3 clusters Score -177529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -177531.609375 Penalty: 2226.510986
	Iteration 12Q: 3 clusters Score -177531.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -177534.218750 Penalty: 2226.510986
	Iteration 13Q: 3 clusters Score -177534.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -177536.890625 Penalty: 2226.510986
	Iteration 14Q: 3 clusters Score -177536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -177539.687500 Penalty: 2226.510986
	Iteration 15Q: 3 clusters Score -177539.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -177543.125000 Penalty: 2226.510986
	Iteration 16Q: 3 clusters Score -177543.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -177545.812500 Penalty: 2226.510986
	Iteration 17Q: 3 clusters Score -177545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -177548.984375 Penalty: 2226.510986
	Iteration 18Q: 3 clusters Score -177549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -177551.359375 Penalty: 2226.510986
	Iteration 19Q: 3 clusters Score -177551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -177554.359375 Penalty: 2226.510986
	Iteration 20F: 3 clusters Score -177554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -177557.375000 Penalty: 2226.510986
	Iteration 21Q: 3 clusters Score -177557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -177563.796875 Penalty: 2226.510986
	Iteration 22Q: 3 clusters Score -177563.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -177567.453125 Penalty: 2226.510986
	Iteration 23Q: 3 clusters Score -177567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -177569.562500 Penalty: 2226.510986
	Iteration 24Q: 3 clusters Score -177569.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -177573.468750 Penalty: 2226.510986
	Iteration 25Q: 3 clusters Score -177573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -177579.046875 Penalty: 2226.510986
	Iteration 26Q: 3 clusters Score -177579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -177587.484375 Penalty: 2226.510986
	Iteration 27Q: 3 clusters Score -177587.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -177595.718750 Penalty: 2226.510986
	Iteration 28Q: 3 clusters Score -177595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -177604.296875 Penalty: 2226.510986
	Iteration 29Q: 3 clusters Score -177604.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -177609.265625 Penalty: 2226.510986
	Iteration 30Q: 3 clusters Score -177609.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -177611.531250 Penalty: 2226.510986
	Iteration 31Q: 3 clusters Score -177611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -177611.781250 Penalty: 2226.510986
	Iteration 32Q: 3 clusters Score -177611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -177613.609375 Penalty: 2226.510986
	Iteration 33Q: 3 clusters Score -177613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -177614.390625 Penalty: 2226.510986
	Iteration 34Q: 3 clusters Score -177614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -177614.390625 Penalty: 2226.510986
	Iteration 35F: 3 clusters Score -177614.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Entering Unmasked Estep 
Score: -6087935.000000 Penalty: 1627.715332
	Iteration 0F: 2 clusters Score -6087935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -6051169.000000 Penalty: 3255.430664
	Iteration 0F: 3 clusters Score -6051169 nChanged 26194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -6065569.500000 Penalty: 3255.430664
	Iteration 1F: 3 clusters Score -6065570 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6066248.500000 Penalty: 3255.430664
	Iteration 2Q: 3 clusters Score -6066248 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -6067014.000000 Penalty: 3255.430664
	Iteration 3Q: 3 clusters Score -6067014 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -6067860.000000 Penalty: 3255.430664
	Iteration 4Q: 3 clusters Score -6067860 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -6068836.500000 Penalty: 3255.430664
	Iteration 5Q: 3 clusters Score -6068836 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -6069952.000000 Penalty: 3255.430664
	Iteration 6Q: 3 clusters Score -6069952 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -6071272.500000 Penalty: 3255.430664
	Iteration 7Q: 3 clusters Score -6071272 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -6072676.500000 Penalty: 3255.430664
	Iteration 8Q: 3 clusters Score -6072676 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -6074120.500000 Penalty: 3255.430664
	Iteration 9F: 3 clusters Score -6074120 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -6075510.500000 Penalty: 3255.430664
	Iteration 10Q: 3 clusters Score -6075510 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -6076844.500000 Penalty: 3255.430664
	Iteration 11Q: 3 clusters Score -6076844 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -6078002.000000 Penalty: 3255.430664
	Iteration 12Q: 3 clusters Score -6078002 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -6079020.000000 Penalty: 3255.430664
	Iteration 13Q: 3 clusters Score -6079020 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -6079787.500000 Penalty: 3255.430664
	Iteration 14Q: 3 clusters Score -6079788 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -6080440.000000 Penalty: 3255.430664
	Iteration 15Q: 3 clusters Score -6080440 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -6080880.500000 Penalty: 3255.430664
	Iteration 16Q: 3 clusters Score -6080880 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -6081237.500000 Penalty: 3255.430664
	Iteration 17Q: 3 clusters Score -6081238 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -6081521.500000 Penalty: 3255.430664
	Iteration 18Q: 3 clusters Score -6081522 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -6081736.000000 Penalty: 3255.430664
	Iteration 19Q: 3 clusters Score -6081736 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -6081958.000000 Penalty: 3255.430664
	Iteration 20F: 3 clusters Score -6081958 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -6082126.000000 Penalty: 3255.430664
	Iteration 21Q: 3 clusters Score -6082126 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -6082299.000000 Penalty: 3255.430664
	Iteration 22Q: 3 clusters Score -6082299 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -6082461.000000 Penalty: 3255.430664
	Iteration 23Q: 3 clusters Score -6082461 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -6082634.000000 Penalty: 3255.430664
	Iteration 24Q: 3 clusters Score -6082634 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -6082836.000000 Penalty: 3255.430664
	Iteration 25Q: 3 clusters Score -6082836 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -6083055.500000 Penalty: 3255.430664
	Iteration 26Q: 3 clusters Score -6083056 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -6083253.500000 Penalty: 3255.430664
	Iteration 27Q: 3 clusters Score -6083254 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -6083480.000000 Penalty: 3255.430664
	Iteration 28Q: 3 clusters Score -6083480 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -6083668.000000 Penalty: 3255.430664
	Iteration 29Q: 3 clusters Score -6083668 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -6083877.000000 Penalty: 3255.430664
	Iteration 30Q: 3 clusters Score -6083877 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -6084084.500000 Penalty: 3255.430664
	Iteration 31Q: 3 clusters Score -6084084 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -6084259.500000 Penalty: 3255.430664
	Iteration 32Q: 3 clusters Score -6084260 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -6084441.500000 Penalty: 3255.430664
	Iteration 33Q: 3 clusters Score -6084442 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -6084639.500000 Penalty: 3255.430664
	Iteration 34Q: 3 clusters Score -6084640 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -6084863.000000 Penalty: 3255.430664
	Iteration 35Q: 3 clusters Score -6084863 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -6085068.500000 Penalty: 3255.430664
	Iteration 36Q: 3 clusters Score -6085068 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -6085233.000000 Penalty: 3255.430664
	Iteration 37Q: 3 clusters Score -6085233 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -6085379.000000 Penalty: 3255.430664
	Iteration 38Q: 3 clusters Score -6085379 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -6085564.500000 Penalty: 3255.430664
	Iteration 39Q: 3 clusters Score -6085564 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -6085761.000000 Penalty: 3255.430664
	Iteration 40F: 3 clusters Score -6085761 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -6085932.500000 Penalty: 3255.430664
	Iteration 41Q: 3 clusters Score -6085932 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6086080.000000 Penalty: 3255.430664
	Iteration 42Q: 3 clusters Score -6086080 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -6086199.000000 Penalty: 3255.430664
	Iteration 43Q: 3 clusters Score -6086199 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6086336.000000 Penalty: 3255.430664
	Iteration 44Q: 3 clusters Score -6086336 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -6086429.000000 Penalty: 3255.430664
	Iteration 45Q: 3 clusters Score -6086429 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -6086483.500000 Penalty: 3255.430664
	Iteration 46Q: 3 clusters Score -6086484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6086540.500000 Penalty: 3255.430664
	Iteration 47Q: 3 clusters Score -6086540 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6086559.000000 Penalty: 3255.430664
	Iteration 48Q: 3 clusters Score -6086559 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6086595.000000 Penalty: 3255.430664
	Iteration 49Q: 3 clusters Score -6086595 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6086629.500000 Penalty: 3255.430664
	Iteration 50Q: 3 clusters Score -6086630 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6086661.000000 Penalty: 3255.430664
	Iteration 51Q: 3 clusters Score -6086661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6086683.000000 Penalty: 3255.430664
	Iteration 52Q: 3 clusters Score -6086683 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6086691.000000 Penalty: 3255.430664
	Iteration 53Q: 3 clusters Score -6086691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6086710.500000 Penalty: 3255.430664
	Iteration 54Q: 3 clusters Score -6086710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6086729.000000 Penalty: 3255.430664
	Iteration 55Q: 3 clusters Score -6086729 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6086752.500000 Penalty: 3255.430664
	Iteration 56Q: 3 clusters Score -6086752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6086738.500000 Penalty: 3255.430664
	Iteration 57Q: 3 clusters Score -6086738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6086754.500000 Penalty: 3255.430664
	Iteration 58Q: 3 clusters Score -6086754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6086769.500000 Penalty: 3255.430664
	Iteration 59Q: 3 clusters Score -6086770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6086769.000000 Penalty: 3255.430664
	Iteration 60F: 3 clusters Score -6086769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6086793.000000 Penalty: 3255.430664
	Iteration 61Q: 3 clusters Score -6086793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6086791.500000 Penalty: 3255.430664
	Iteration 62Q: 3 clusters Score -6086792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6086797.000000 Penalty: 3255.430664
	Iteration 63Q: 3 clusters Score -6086797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6086795.500000 Penalty: 3255.430664
	Iteration 64Q: 3 clusters Score -6086796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6086805.000000 Penalty: 3255.430664
	Iteration 65Q: 3 clusters Score -6086805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6086806.500000 Penalty: 3255.430664
	Iteration 66Q: 3 clusters Score -6086806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6086816.000000 Penalty: 3255.430664
	Iteration 67Q: 3 clusters Score -6086816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6086822.500000 Penalty: 3255.430664
	Iteration 68Q: 3 clusters Score -6086822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6086819.000000 Penalty: 3255.430664
	Iteration 69Q: 3 clusters Score -6086819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6086816.000000 Penalty: 3255.430664
	Iteration 70Q: 3 clusters Score -6086816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6086831.000000 Penalty: 3255.430664
	Iteration 71Q: 3 clusters Score -6086831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6086828.500000 Penalty: 3255.430664
	Iteration 72Q: 3 clusters Score -6086828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6086834.000000 Penalty: 3255.430664
	Iteration 73Q: 3 clusters Score -6086834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6086830.500000 Penalty: 3255.430664
	Iteration 74Q: 3 clusters Score -6086830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6086835.000000 Penalty: 3255.430664
	Iteration 75Q: 3 clusters Score -6086835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6086841.500000 Penalty: 3255.430664
	Iteration 76Q: 3 clusters Score -6086842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6086844.500000 Penalty: 3255.430664
	Iteration 77Q: 3 clusters Score -6086844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54427 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6086852.500000 Penalty: 3255.430664
	Iteration 78Q: 3 clusters Score -6086852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6086856.000000 Penalty: 3255.430664
	Iteration 79Q: 3 clusters Score -6086856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6086867.000000 Penalty: 3255.430664
	Iteration 80F: 3 clusters Score -6086867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6086864.500000 Penalty: 3255.430664
	Iteration 81Q: 3 clusters Score -6086864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6086867.500000 Penalty: 3255.430664
	Iteration 82Q: 3 clusters Score -6086868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6086858.500000 Penalty: 3255.430664
	Iteration 83Q: 3 clusters Score -6086858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6086860.500000 Penalty: 3255.430664
	Iteration 84Q: 3 clusters Score -6086860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6086871.000000 Penalty: 3255.430664
	Iteration 85Q: 3 clusters Score -6086871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6086868.000000 Penalty: 3255.430664
	Iteration 86Q: 3 clusters Score -6086868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6086869.000000 Penalty: 3255.430664
	Iteration 87Q: 3 clusters Score -6086869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6086873.500000 Penalty: 3255.430664
	Iteration 88Q: 3 clusters Score -6086874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6086879.000000 Penalty: 3255.430664
	Iteration 89Q: 3 clusters Score -6086879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6086881.500000 Penalty: 3255.430664
	Iteration 90Q: 3 clusters Score -6086882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6086890.000000 Penalty: 3255.430664
	Iteration 91Q: 3 clusters Score -6086890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6086885.500000 Penalty: 3255.430664
	Iteration 92Q: 3 clusters Score -6086886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6086881.500000 Penalty: 3255.430664
	Iteration 93Q: 3 clusters Score -6086882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6086882.500000 Penalty: 3255.430664
	Iteration 94Q: 3 clusters Score -6086882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6086888.500000 Penalty: 3255.430664
	Iteration 95Q: 3 clusters Score -6086888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6086884.000000 Penalty: 3255.430664
	Iteration 96Q: 3 clusters Score -6086884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6086897.000000 Penalty: 3255.430664
	Iteration 97Q: 3 clusters Score -6086897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6086900.000000 Penalty: 3255.430664
	Iteration 98Q: 3 clusters Score -6086900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6086899.500000 Penalty: 3255.430664
	Iteration 99Q: 3 clusters Score -6086900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6086895.500000 Penalty: 3255.430664
	Iteration 100F: 3 clusters Score -6086896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6086898.500000 Penalty: 3255.430664
	Iteration 101Q: 3 clusters Score -6086898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6086898.500000 Penalty: 3255.430664
	Iteration 102F: 3 clusters Score -6086898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -83798.539062 Penalty: 999.429321
	Iteration 0F: 2 clusters Score -83798.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82693.632812 Penalty: 1998.858643
	Iteration 0F: 3 clusters Score -82693.63 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82952.773438 Penalty: 1998.858643
	Iteration 1F: 3 clusters Score -82952.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83025.390625 Penalty: 1998.858643
	Iteration 2F: 3 clusters Score -83025.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -83056.578125 Penalty: 1998.858643
	Iteration 3Q: 3 clusters Score -83056.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83071.187500 Penalty: 1998.858643
	Iteration 4Q: 3 clusters Score -83071.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83086.320312 Penalty: 1998.858643
	Iteration 5Q: 3 clusters Score -83086.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -83126.859375 Penalty: 1998.858643
	Iteration 6Q: 3 clusters Score -83126.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83130.484375 Penalty: 1998.858643
	Iteration 7Q: 3 clusters Score -83130.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83132.992188 Penalty: 1998.858643
	Iteration 8Q: 3 clusters Score -83132.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83132.992188 Penalty: 1998.858643
	Iteration 9F: 3 clusters Score -83132.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Entering Unmasked Estep 
Score: -2467356.750000 Penalty: 1488.212891
	Iteration 0F: 2 clusters Score -2467357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2453012.000000 Penalty: 2976.425781
	Iteration 0F: 3 clusters Score -2453012 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2458176.250000 Penalty: 2976.425781
	Iteration 1F: 3 clusters Score -2458176 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2458741.000000 Penalty: 2976.425781
	Iteration 2F: 3 clusters Score -2458741 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2459375.500000 Penalty: 2976.425781
	Iteration 3F: 3 clusters Score -2459376 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2460051.250000 Penalty: 2976.425781
	Iteration 4F: 3 clusters Score -2460051 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2460705.500000 Penalty: 2976.425781
	Iteration 5F: 3 clusters Score -2460706 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2461344.250000 Penalty: 2976.425781
	Iteration 6F: 3 clusters Score -2461344 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2461985.750000 Penalty: 2976.425781
	Iteration 7F: 3 clusters Score -2461986 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2462623.250000 Penalty: 2976.425781
	Iteration 8F: 3 clusters Score -2462623 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2463225.000000 Penalty: 2976.425781
	Iteration 9Q: 3 clusters Score -2463225 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2463776.250000 Penalty: 2976.425781
	Iteration 10Q: 3 clusters Score -2463776 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2464326.000000 Penalty: 2976.425781
	Iteration 11Q: 3 clusters Score -2464326 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2464807.750000 Penalty: 2976.425781
	Iteration 12Q: 3 clusters Score -2464808 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2465192.500000 Penalty: 2976.425781
	Iteration 13Q: 3 clusters Score -2465192 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2465549.000000 Penalty: 2976.425781
	Iteration 14Q: 3 clusters Score -2465549 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2465838.500000 Penalty: 2976.425781
	Iteration 15Q: 3 clusters Score -2465838 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2466012.500000 Penalty: 2976.425781
	Iteration 16Q: 3 clusters Score -2466012 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2466133.750000 Penalty: 2976.425781
	Iteration 17Q: 3 clusters Score -2466134 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2466203.500000 Penalty: 2976.425781
	Iteration 18Q: 3 clusters Score -2466204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2466262.750000 Penalty: 2976.425781
	Iteration 19Q: 3 clusters Score -2466263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2466286.750000 Penalty: 2976.425781
	Iteration 20F: 3 clusters Score -2466287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2466306.250000 Penalty: 2976.425781
	Iteration 21Q: 3 clusters Score -2466306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2466327.000000 Penalty: 2976.425781
	Iteration 22Q: 3 clusters Score -2466327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2466336.750000 Penalty: 2976.425781
	Iteration 23Q: 3 clusters Score -2466337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2466343.000000 Penalty: 2976.425781
	Iteration 24Q: 3 clusters Score -2466343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2466351.000000 Penalty: 2976.425781
	Iteration 25Q: 3 clusters Score -2466351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2466358.500000 Penalty: 2976.425781
	Iteration 26Q: 3 clusters Score -2466358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2466360.500000 Penalty: 2976.425781
	Iteration 27Q: 3 clusters Score -2466360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2466366.500000 Penalty: 2976.425781
	Iteration 28Q: 3 clusters Score -2466366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2466367.500000 Penalty: 2976.425781
	Iteration 29Q: 3 clusters Score -2466368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2466370.500000 Penalty: 2976.425781
	Iteration 30Q: 3 clusters Score -2466370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2466369.500000 Penalty: 2976.425781
	Iteration 31Q: 3 clusters Score -2466370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2466375.000000 Penalty: 2976.425781
	Iteration 32Q: 3 clusters Score -2466375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2466375.250000 Penalty: 2976.425781
	Iteration 33Q: 3 clusters Score -2466375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2466376.750000 Penalty: 2976.425781
	Iteration 34Q: 3 clusters Score -2466377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2466382.000000 Penalty: 2976.425781
	Iteration 35Q: 3 clusters Score -2466382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2466384.500000 Penalty: 2976.425781
	Iteration 36Q: 3 clusters Score -2466384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2466387.750000 Penalty: 2976.425781
	Iteration 37Q: 3 clusters Score -2466388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2466388.500000 Penalty: 2976.425781
	Iteration 38Q: 3 clusters Score -2466388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2466391.500000 Penalty: 2976.425781
	Iteration 39Q: 3 clusters Score -2466392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2466394.750000 Penalty: 2976.425781
	Iteration 40F: 3 clusters Score -2466395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2466396.250000 Penalty: 2976.425781
	Iteration 41Q: 3 clusters Score -2466396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2466396.250000 Penalty: 2976.425781
	Iteration 42F: 3 clusters Score -2466396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (61141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Entering Unmasked Estep 
Score: -6755557.500000 Penalty: 1639.915649
	Iteration 0F: 2 clusters Score -6755558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -6715596.000000 Penalty: 3279.831299
	Iteration 0F: 3 clusters Score -6715596 nChanged 28491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -6731740.500000 Penalty: 3279.831299
	Iteration 1F: 3 clusters Score -6731740 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6732572.000000 Penalty: 3279.831299
	Iteration 2Q: 3 clusters Score -6732572 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -6733435.500000 Penalty: 3279.831299
	Iteration 3Q: 3 clusters Score -6733436 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6734479.000000 Penalty: 3279.831299
	Iteration 4Q: 3 clusters Score -6734479 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -6735939.500000 Penalty: 3279.831299
	Iteration 5Q: 3 clusters Score -6735940 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -6737864.000000 Penalty: 3279.831299
	Iteration 6F: 3 clusters Score -6737864 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -6740449.000000 Penalty: 3279.831299
	Iteration 7F: 3 clusters Score -6740449 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -6743451.500000 Penalty: 3279.831299
	Iteration 8F: 3 clusters Score -6743452 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -6746396.500000 Penalty: 3279.831299
	Iteration 9F: 3 clusters Score -6746396 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -6749044.500000 Penalty: 3279.831299
	Iteration 10F: 3 clusters Score -6749044 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -6751105.000000 Penalty: 3279.831299
	Iteration 11Q: 3 clusters Score -6751105 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6752565.000000 Penalty: 3279.831299
	Iteration 12Q: 3 clusters Score -6752565 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -6753772.000000 Penalty: 3279.831299
	Iteration 13Q: 3 clusters Score -6753772 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6755173.000000 Penalty: 3279.831299
	Iteration 14Q: 3 clusters Score -6755173 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6755937.500000 Penalty: 3279.831299
	Iteration 15Q: 3 clusters Score -6755938 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6756334.000000 Penalty: 3279.831299
	Iteration 16Q: 3 clusters Score -6756334 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -6756774.500000 Penalty: 3279.831299
	Iteration 17Q: 3 clusters Score -6756774 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6757279.500000 Penalty: 3279.831299
	Iteration 18Q: 3 clusters Score -6757280 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -6757863.500000 Penalty: 3279.831299
	Iteration 19Q: 3 clusters Score -6757864 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -6758624.500000 Penalty: 3279.831299
	Iteration 20F: 3 clusters Score -6758624 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -6759684.500000 Penalty: 3279.831299
	Iteration 21Q: 3 clusters Score -6759684 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -6761000.500000 Penalty: 3279.831299
	Iteration 22Q: 3 clusters Score -6761000 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -6762641.500000 Penalty: 3279.831299
	Iteration 23Q: 3 clusters Score -6762642 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -6764957.000000 Penalty: 3279.831299
	Iteration 24Q: 3 clusters Score -6764957 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -6767697.500000 Penalty: 3279.831299
	Iteration 25Q: 3 clusters Score -6767698 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -6770601.000000 Penalty: 3279.831299
	Iteration 26Q: 3 clusters Score -6770601 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -6773078.500000 Penalty: 3279.831299
	Iteration 27Q: 3 clusters Score -6773078 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -6774747.500000 Penalty: 3279.831299
	Iteration 28Q: 3 clusters Score -6774748 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -6775734.500000 Penalty: 3279.831299
	Iteration 29Q: 3 clusters Score -6775734 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -6776310.500000 Penalty: 3279.831299
	Iteration 30Q: 3 clusters Score -6776310 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -6776646.000000 Penalty: 3279.831299
	Iteration 31Q: 3 clusters Score -6776646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -6776914.500000 Penalty: 3279.831299
	Iteration 32Q: 3 clusters Score -6776914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -6777034.000000 Penalty: 3279.831299
	Iteration 33Q: 3 clusters Score -6777034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -6777134.500000 Penalty: 3279.831299
	Iteration 34Q: 3 clusters Score -6777134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -6777185.000000 Penalty: 3279.831299
	Iteration 35Q: 3 clusters Score -6777185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -6777214.500000 Penalty: 3279.831299
	Iteration 36Q: 3 clusters Score -6777214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -6777224.000000 Penalty: 3279.831299
	Iteration 37Q: 3 clusters Score -6777224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -6777240.500000 Penalty: 3279.831299
	Iteration 38Q: 3 clusters Score -6777240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -6777241.000000 Penalty: 3279.831299
	Iteration 39Q: 3 clusters Score -6777241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -6780433.000000 Penalty: 3279.831299
	Iteration 40F: 3 clusters Score -6780433 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -6785569.000000 Penalty: 3279.831299
	Iteration 41Q: 3 clusters Score -6785569 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -6787578.000000 Penalty: 3279.831299
	Iteration 42Q: 3 clusters Score -6787578 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -6787945.500000 Penalty: 3279.831299
	Iteration 43Q: 3 clusters Score -6787946 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -6787953.500000 Penalty: 3279.831299
	Iteration 44Q: 3 clusters Score -6787954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -6787954.000000 Penalty: 3279.831299
	Iteration 45Q: 3 clusters Score -6787954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -6787955.000000 Penalty: 3279.831299
	Iteration 46Q: 3 clusters Score -6787955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -6787953.000000 Penalty: 3279.831299
	Iteration 47Q: 3 clusters Score -6787953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -6787953.000000 Penalty: 3279.831299
	Iteration 48F: 3 clusters Score -6787953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93496 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10650 members 
Mstep: Class 10 contains 16602 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33359 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 38073 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 56328 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 36509 members 
Mstep: Class 27 contains 5986 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 14657 members 
Mstep: Class 30 contains 24632 members 
Entering Unmasked Estep 
Score: -78948056.000000 Penalty: 60297.722656
Splitting cluster 26 changes total score from -78881728.000000 to -78948056.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 27 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -700292.687500 Penalty: 1294.140259
	Iteration 0F: 2 clusters Score -700292.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -696026.250000 Penalty: 2588.280518
	Iteration 0F: 3 clusters Score -696026.2 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -697315.687500 Penalty: 2588.280518
	Iteration 1F: 3 clusters Score -697315.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -697544.250000 Penalty: 2588.280518
	Iteration 2F: 3 clusters Score -697544.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -697681.062500 Penalty: 2588.280518
	Iteration 3Q: 3 clusters Score -697681.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -697761.687500 Penalty: 2588.280518
	Iteration 4Q: 3 clusters Score -697761.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -697817.875000 Penalty: 2588.280518
	Iteration 5Q: 3 clusters Score -697817.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -697873.687500 Penalty: 2588.280518
	Iteration 6Q: 3 clusters Score -697873.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -697926.187500 Penalty: 2588.280518
	Iteration 7Q: 3 clusters Score -697926.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -697969.250000 Penalty: 2588.280518
	Iteration 8Q: 3 clusters Score -697969.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -698010.687500 Penalty: 2588.280518
	Iteration 9Q: 3 clusters Score -698010.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -698058.875000 Penalty: 2588.280518
	Iteration 10Q: 3 clusters Score -698058.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -698109.750000 Penalty: 2588.280518
	Iteration 11Q: 3 clusters Score -698109.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -698166.375000 Penalty: 2588.280518
	Iteration 12Q: 3 clusters Score -698166.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -698238.875000 Penalty: 2588.280518
	Iteration 13Q: 3 clusters Score -698238.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -698307.000000 Penalty: 2588.280518
	Iteration 14Q: 3 clusters Score -698307 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -698365.187500 Penalty: 2588.280518
	Iteration 15Q: 3 clusters Score -698365.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -698425.312500 Penalty: 2588.280518
	Iteration 16Q: 3 clusters Score -698425.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -698480.375000 Penalty: 2588.280518
	Iteration 17Q: 3 clusters Score -698480.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -698532.500000 Penalty: 2588.280518
	Iteration 18Q: 3 clusters Score -698532.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -698585.000000 Penalty: 2588.280518
	Iteration 19Q: 3 clusters Score -698585 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -698647.750000 Penalty: 2588.280518
	Iteration 20F: 3 clusters Score -698647.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -698705.062500 Penalty: 2588.280518
	Iteration 21Q: 3 clusters Score -698705.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -698757.750000 Penalty: 2588.280518
	Iteration 22Q: 3 clusters Score -698757.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -698810.062500 Penalty: 2588.280518
	Iteration 23Q: 3 clusters Score -698810.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -698859.312500 Penalty: 2588.280518
	Iteration 24Q: 3 clusters Score -698859.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -698920.687500 Penalty: 2588.280518
	Iteration 25Q: 3 clusters Score -698920.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -698970.437500 Penalty: 2588.280518
	Iteration 26Q: 3 clusters Score -698970.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -699010.312500 Penalty: 2588.280518
	Iteration 27Q: 3 clusters Score -699010.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -699058.875000 Penalty: 2588.280518
	Iteration 28Q: 3 clusters Score -699058.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -699096.437500 Penalty: 2588.280518
	Iteration 29Q: 3 clusters Score -699096.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -699125.250000 Penalty: 2588.280518
	Iteration 30Q: 3 clusters Score -699125.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -699152.062500 Penalty: 2588.280518
	Iteration 31Q: 3 clusters Score -699152.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -699176.375000 Penalty: 2588.280518
	Iteration 32Q: 3 clusters Score -699176.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -699199.312500 Penalty: 2588.280518
	Iteration 33Q: 3 clusters Score -699199.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -699214.500000 Penalty: 2588.280518
	Iteration 34Q: 3 clusters Score -699214.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -699225.750000 Penalty: 2588.280518
	Iteration 35Q: 3 clusters Score -699225.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -699234.437500 Penalty: 2588.280518
	Iteration 36Q: 3 clusters Score -699234.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -699241.250000 Penalty: 2588.280518
	Iteration 37Q: 3 clusters Score -699241.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -699247.375000 Penalty: 2588.280518
	Iteration 38Q: 3 clusters Score -699247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -699250.125000 Penalty: 2588.280518
	Iteration 39Q: 3 clusters Score -699250.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -699252.750000 Penalty: 2588.280518
	Iteration 40F: 3 clusters Score -699252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -699258.125000 Penalty: 2588.280518
	Iteration 41Q: 3 clusters Score -699258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -699262.875000 Penalty: 2588.280518
	Iteration 42Q: 3 clusters Score -699262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -699263.062500 Penalty: 2588.280518
	Iteration 43Q: 3 clusters Score -699263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -699263.812500 Penalty: 2588.280518
	Iteration 44Q: 3 clusters Score -699263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -699265.250000 Penalty: 2588.280518
	Iteration 45Q: 3 clusters Score -699265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -699266.000000 Penalty: 2588.280518
	Iteration 46Q: 3 clusters Score -699266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -699268.000000 Penalty: 2588.280518
	Iteration 47Q: 3 clusters Score -699268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -699269.625000 Penalty: 2588.280518
	Iteration 48Q: 3 clusters Score -699269.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -699269.625000 Penalty: 2588.280518
	Iteration 49F: 3 clusters Score -699269.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -186563.562500 Penalty: 1109.692261
	Iteration 0F: 2 clusters Score -186563.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -184897.375000 Penalty: 2219.384521
	Iteration 0F: 3 clusters Score -184897.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185297.734375 Penalty: 2219.384521
	Iteration 1F: 3 clusters Score -185297.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -185415.531250 Penalty: 2219.384521
	Iteration 2F: 3 clusters Score -185415.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185470.578125 Penalty: 2219.384521
	Iteration 3Q: 3 clusters Score -185470.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185499.015625 Penalty: 2219.384521
	Iteration 4Q: 3 clusters Score -185499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -185520.828125 Penalty: 2219.384521
	Iteration 5Q: 3 clusters Score -185520.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -185535.890625 Penalty: 2219.384521
	Iteration 6Q: 3 clusters Score -185535.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -185544.359375 Penalty: 2219.384521
	Iteration 7Q: 3 clusters Score -185544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -185550.296875 Penalty: 2219.384521
	Iteration 8Q: 3 clusters Score -185550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -185555.484375 Penalty: 2219.384521
	Iteration 9Q: 3 clusters Score -185555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -185559.968750 Penalty: 2219.384521
	Iteration 10Q: 3 clusters Score -185560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -185565.578125 Penalty: 2219.384521
	Iteration 11Q: 3 clusters Score -185565.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -185570.046875 Penalty: 2219.384521
	Iteration 12Q: 3 clusters Score -185570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -185573.546875 Penalty: 2219.384521
	Iteration 13Q: 3 clusters Score -185573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -185573.921875 Penalty: 2219.384521
	Iteration 14Q: 3 clusters Score -185573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -185573.921875 Penalty: 2219.384521
	Iteration 15F: 3 clusters Score -185573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 26539 members 
Mstep: Class 5 contains 21242 members 
Mstep: Class 6 contains 93496 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 40454 members 
Mstep: Class 9 contains 10650 members 
Mstep: Class 10 contains 16602 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27969 members 
Mstep: Class 13 contains 49694 members 
Mstep: Class 14 contains 33359 members 
Mstep: Class 15 contains 23462 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 15014 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 38073 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40185 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 56328 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22058 members 
Mstep: Class 26 contains 36509 members 
Mstep: Class 27 contains 5986 members 
Mstep: Class 28 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78952968.000000 Penalty: 60297.722656
Iteration 119Q: 31 clusters Score -7.895297e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1504 members 
Mstep: Class 4 contains 26563 members 
Mstep: Class 5 contains 20908 members 
Mstep: Class 6 contains 93421 members 
Mstep: Class 7 contains 19016 members 
Mstep: Class 8 contains 40639 members 
Mstep: Class 9 contains 10652 members 
Mstep: Class 10 contains 17244 members 
Mstep: Class 11 contains 17569 members 
Mstep: Class 12 contains 27980 members 
Mstep: Class 13 contains 49722 members 
Mstep: Class 14 contains 33346 members 
Mstep: Class 15 contains 23463 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15015 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38041 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40210 members 
Mstep: Class 22 contains 1773 members 
Mstep: Class 23 contains 56326 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22062 members 
Mstep: Class 26 contains 36758 members 
Mstep: Class 27 contains 5984 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 14430 members 
Mstep: Class 30 contains 23938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78955104.000000 Penalty: 60297.722656
Iteration 120F: 31 clusters Score -7.89551e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1498 members 
Mstep: Class 4 contains 26509 members 
Mstep: Class 5 contains 20380 members 
Mstep: Class 6 contains 93345 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40660 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 17525 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27937 members 
Mstep: Class 13 contains 49698 members 
Mstep: Class 14 contains 32694 members 
Mstep: Class 15 contains 23461 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 3296 members 
Mstep: Class 19 contains 38005 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40208 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 56328 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 36892 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 1727 members 
Mstep: Class 29 contains 14833 members 
Mstep: Class 30 contains 24597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78955752.000000 Penalty: 60297.722656
Iteration 121Q: 31 clusters Score -7.895575e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 26492 members 
Mstep: Class 5 contains 20096 members 
Mstep: Class 6 contains 93311 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 40688 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 17661 members 
Mstep: Class 11 contains 17558 members 
Mstep: Class 12 contains 27928 members 
Mstep: Class 13 contains 49703 members 
Mstep: Class 14 contains 32208 members 
Mstep: Class 15 contains 23463 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 38016 members 
Mstep: Class 20 contains 1160 members 
Mstep: Class 21 contains 40210 members 
Mstep: Class 22 contains 1770 members 
Mstep: Class 23 contains 56331 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22048 members 
Mstep: Class 26 contains 37004 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1724 members 
Mstep: Class 29 contains 14988 members 
Mstep: Class 30 contains 24982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956016.000000 Penalty: 60297.722656
Iteration 122Q: 31 clusters Score -7.895602e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 26481 members 
Mstep: Class 5 contains 19948 members 
Mstep: Class 6 contains 93305 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 10663 members 
Mstep: Class 10 contains 17731 members 
Mstep: Class 11 contains 17560 members 
Mstep: Class 12 contains 27926 members 
Mstep: Class 13 contains 49706 members 
Mstep: Class 14 contains 31844 members 
Mstep: Class 15 contains 23463 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 38032 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 40215 members 
Mstep: Class 22 contains 1768 members 
Mstep: Class 23 contains 56315 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22049 members 
Mstep: Class 26 contains 37094 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1722 members 
Mstep: Class 29 contains 15052 members 
Mstep: Class 30 contains 25250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956144.000000 Penalty: 60297.722656
Iteration 123Q: 31 clusters Score -7.895614e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19875 members 
Mstep: Class 6 contains 93297 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40715 members 
Mstep: Class 9 contains 10666 members 
Mstep: Class 10 contains 17755 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27928 members 
Mstep: Class 13 contains 49709 members 
Mstep: Class 14 contains 31576 members 
Mstep: Class 15 contains 23463 members 
Mstep: Class 16 contains 23575 members 
Mstep: Class 17 contains 15008 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 38047 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 40216 members 
Mstep: Class 22 contains 1766 members 
Mstep: Class 23 contains 56298 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22051 members 
Mstep: Class 26 contains 37143 members 
Mstep: Class 27 contains 5985 members 
Mstep: Class 28 contains 1727 members 
Mstep: Class 29 contains 15073 members 
Mstep: Class 30 contains 25468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956160.000000 Penalty: 60297.722656
Iteration 124Q: 31 clusters Score -7.895616e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19838 members 
Mstep: Class 6 contains 93284 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40723 members 
Mstep: Class 9 contains 10662 members 
Mstep: Class 10 contains 17773 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27930 members 
Mstep: Class 13 contains 49714 members 
Mstep: Class 14 contains 31334 members 
Mstep: Class 15 contains 23465 members 
Mstep: Class 16 contains 23574 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 38058 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 40218 members 
Mstep: Class 22 contains 1763 members 
Mstep: Class 23 contains 56290 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22051 members 
Mstep: Class 26 contains 37185 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 1728 members 
Mstep: Class 29 contains 15080 members 
Mstep: Class 30 contains 25668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956248.000000 Penalty: 60297.722656
Iteration 125Q: 31 clusters Score -7.895625e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19816 members 
Mstep: Class 6 contains 93286 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40728 members 
Mstep: Class 9 contains 10659 members 
Mstep: Class 10 contains 17786 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27931 members 
Mstep: Class 13 contains 49717 members 
Mstep: Class 14 contains 31147 members 
Mstep: Class 15 contains 23467 members 
Mstep: Class 16 contains 23573 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 38066 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 40218 members 
Mstep: Class 22 contains 1760 members 
Mstep: Class 23 contains 56272 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22051 members 
Mstep: Class 26 contains 37218 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15086 members 
Mstep: Class 30 contains 25815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956136.000000 Penalty: 60297.722656
Iteration 126Q: 31 clusters Score -7.895614e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19807 members 
Mstep: Class 6 contains 93303 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 10657 members 
Mstep: Class 10 contains 17799 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27930 members 
Mstep: Class 13 contains 49718 members 
Mstep: Class 14 contains 30938 members 
Mstep: Class 15 contains 23469 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 38080 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 40218 members 
Mstep: Class 22 contains 1755 members 
Mstep: Class 23 contains 56260 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22051 members 
Mstep: Class 26 contains 37248 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15088 members 
Mstep: Class 30 contains 25965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956360.000000 Penalty: 60297.722656
Iteration 127Q: 31 clusters Score -7.895636e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 26487 members 
Mstep: Class 5 contains 19792 members 
Mstep: Class 6 contains 93315 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 10654 members 
Mstep: Class 10 contains 17808 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27931 members 
Mstep: Class 13 contains 49722 members 
Mstep: Class 14 contains 30767 members 
Mstep: Class 15 contains 23469 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38090 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 40218 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 56252 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37275 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15089 members 
Mstep: Class 30 contains 26092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956360.000000 Penalty: 60297.722656
Iteration 128Q: 31 clusters Score -7.895636e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19780 members 
Mstep: Class 6 contains 93330 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 10654 members 
Mstep: Class 10 contains 17816 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49721 members 
Mstep: Class 14 contains 30612 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 38089 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 40218 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 56239 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37302 members 
Mstep: Class 27 contains 6011 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15089 members 
Mstep: Class 30 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956368.000000 Penalty: 60297.722656
Iteration 129Q: 31 clusters Score -7.895637e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26487 members 
Mstep: Class 5 contains 19766 members 
Mstep: Class 6 contains 93352 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 17823 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49721 members 
Mstep: Class 14 contains 30492 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38088 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 40218 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 56221 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37322 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15089 members 
Mstep: Class 30 contains 26306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956224.000000 Penalty: 60297.722656
Iteration 130Q: 31 clusters Score -7.895622e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19763 members 
Mstep: Class 6 contains 93371 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 17827 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49722 members 
Mstep: Class 14 contains 30385 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 38093 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1748 members 
Mstep: Class 23 contains 56209 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37341 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15089 members 
Mstep: Class 30 contains 26374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956248.000000 Penalty: 60297.722656
Iteration 131Q: 31 clusters Score -7.895625e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19764 members 
Mstep: Class 6 contains 93377 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 10658 members 
Mstep: Class 10 contains 17831 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49723 members 
Mstep: Class 14 contains 30295 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 38103 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 56196 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37360 members 
Mstep: Class 27 contains 6034 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15089 members 
Mstep: Class 30 contains 26426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956256.000000 Penalty: 60297.722656
Iteration 132Q: 31 clusters Score -7.895626e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19760 members 
Mstep: Class 6 contains 93374 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 17835 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49722 members 
Mstep: Class 14 contains 30226 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 38108 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 56200 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37376 members 
Mstep: Class 27 contains 6038 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15088 members 
Mstep: Class 30 contains 26469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956272.000000 Penalty: 60297.722656
Iteration 133Q: 31 clusters Score -7.895627e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19759 members 
Mstep: Class 6 contains 93369 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 10658 members 
Mstep: Class 10 contains 17838 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49722 members 
Mstep: Class 14 contains 30164 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 38120 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1743 members 
Mstep: Class 23 contains 56193 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37390 members 
Mstep: Class 27 contains 6046 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15088 members 
Mstep: Class 30 contains 26508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956288.000000 Penalty: 60297.722656
Iteration 134Q: 31 clusters Score -7.895629e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19759 members 
Mstep: Class 6 contains 93375 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40735 members 
Mstep: Class 9 contains 10661 members 
Mstep: Class 10 contains 17840 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49723 members 
Mstep: Class 14 contains 30125 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38126 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1735 members 
Mstep: Class 23 contains 56190 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37397 members 
Mstep: Class 27 contains 6050 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15088 members 
Mstep: Class 30 contains 26524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956272.000000 Penalty: 60297.722656
Iteration 135Q: 31 clusters Score -7.895627e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19760 members 
Mstep: Class 6 contains 93392 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40736 members 
Mstep: Class 9 contains 10659 members 
Mstep: Class 10 contains 17841 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49723 members 
Mstep: Class 14 contains 30095 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38128 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1733 members 
Mstep: Class 23 contains 56188 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37403 members 
Mstep: Class 27 contains 6043 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15088 members 
Mstep: Class 30 contains 26536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956368.000000 Penalty: 60297.722656
Iteration 136Q: 31 clusters Score -7.895637e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19761 members 
Mstep: Class 6 contains 93398 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40737 members 
Mstep: Class 9 contains 10656 members 
Mstep: Class 10 contains 17842 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 30062 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 38131 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1731 members 
Mstep: Class 23 contains 56190 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37410 members 
Mstep: Class 27 contains 6045 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15088 members 
Mstep: Class 30 contains 26548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956432.000000 Penalty: 60297.722656
Iteration 137Q: 31 clusters Score -7.895643e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19759 members 
Mstep: Class 6 contains 93405 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 17846 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 30043 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38131 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1728 members 
Mstep: Class 23 contains 56186 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37417 members 
Mstep: Class 27 contains 6047 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15088 members 
Mstep: Class 30 contains 26557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956368.000000 Penalty: 60297.722656
Iteration 138Q: 31 clusters Score -7.895637e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19759 members 
Mstep: Class 6 contains 93410 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10656 members 
Mstep: Class 10 contains 17850 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 30020 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 38131 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1730 members 
Mstep: Class 23 contains 56177 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37423 members 
Mstep: Class 27 contains 6048 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15088 members 
Mstep: Class 30 contains 26574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956400.000000 Penalty: 60297.722656
Iteration 139Q: 31 clusters Score -7.89564e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19759 members 
Mstep: Class 6 contains 93419 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10656 members 
Mstep: Class 10 contains 17851 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29991 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 38133 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1729 members 
Mstep: Class 23 contains 56173 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37429 members 
Mstep: Class 27 contains 6049 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15088 members 
Mstep: Class 30 contains 26587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956288.000000 Penalty: 60297.722656
Iteration 140F: 31 clusters Score -7.895629e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19759 members 
Mstep: Class 6 contains 93426 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10654 members 
Mstep: Class 10 contains 17854 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29962 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1728 members 
Mstep: Class 23 contains 56172 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37435 members 
Mstep: Class 27 contains 6049 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15089 members 
Mstep: Class 30 contains 26603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956352.000000 Penalty: 60297.722656
Iteration 141Q: 31 clusters Score -7.895635e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19756 members 
Mstep: Class 6 contains 93431 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10660 members 
Mstep: Class 10 contains 17856 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29939 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 56164 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37442 members 
Mstep: Class 27 contains 6050 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15091 members 
Mstep: Class 30 contains 26615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956320.000000 Penalty: 60297.722656
Iteration 142Q: 31 clusters Score -7.895632e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19753 members 
Mstep: Class 6 contains 93433 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10661 members 
Mstep: Class 10 contains 17857 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29921 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 38136 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 56159 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37448 members 
Mstep: Class 27 contains 6051 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15091 members 
Mstep: Class 30 contains 26630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956344.000000 Penalty: 60297.722656
Iteration 143Q: 31 clusters Score -7.895634e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19753 members 
Mstep: Class 6 contains 93432 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10660 members 
Mstep: Class 10 contains 17857 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29909 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23572 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 38136 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 56158 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37450 members 
Mstep: Class 27 contains 6055 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956400.000000 Penalty: 60297.722656
Iteration 144Q: 31 clusters Score -7.89564e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19752 members 
Mstep: Class 6 contains 93437 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10658 members 
Mstep: Class 10 contains 17857 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23575 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 56154 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37450 members 
Mstep: Class 27 contains 6053 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956344.000000 Penalty: 60297.722656
Iteration 145Q: 31 clusters Score -7.895634e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19749 members 
Mstep: Class 6 contains 93438 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 17857 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 56151 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37449 members 
Mstep: Class 27 contains 6049 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956328.000000 Penalty: 60297.722656
Iteration 146Q: 31 clusters Score -7.895633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93441 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 17857 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 56145 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37448 members 
Mstep: Class 27 contains 6047 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956360.000000 Penalty: 60297.722656
Iteration 147Q: 31 clusters Score -7.895636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93445 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 17857 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56143 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37448 members 
Mstep: Class 27 contains 6043 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956384.000000 Penalty: 60297.722656
Iteration 148Q: 31 clusters Score -7.895638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19749 members 
Mstep: Class 6 contains 93445 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 17857 members 
Mstep: Class 11 contains 17561 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29901 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56146 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37449 members 
Mstep: Class 27 contains 6039 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956400.000000 Penalty: 60297.722656
Iteration 149Q: 31 clusters Score -7.89564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19749 members 
Mstep: Class 6 contains 93444 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23578 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56147 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37450 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956344.000000 Penalty: 60297.722656
Iteration 150Q: 31 clusters Score -7.895634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93440 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23578 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56142 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37451 members 
Mstep: Class 27 contains 6048 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956416.000000 Penalty: 60297.722656
Iteration 151Q: 31 clusters Score -7.895642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93437 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29898 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56139 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37452 members 
Mstep: Class 27 contains 6054 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956384.000000 Penalty: 60297.722656
Iteration 152Q: 31 clusters Score -7.895638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93435 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10666 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56136 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37452 members 
Mstep: Class 27 contains 6059 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956408.000000 Penalty: 60297.722656
Iteration 153Q: 31 clusters Score -7.895641e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93428 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10664 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56135 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37452 members 
Mstep: Class 27 contains 6069 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956392.000000 Penalty: 60297.722656
Iteration 154Q: 31 clusters Score -7.895639e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93420 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10666 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56130 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37452 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956368.000000 Penalty: 60297.722656
Iteration 155Q: 31 clusters Score -7.895637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93418 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56125 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37452 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956352.000000 Penalty: 60297.722656
Iteration 156Q: 31 clusters Score -7.895635e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93421 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56128 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37452 members 
Mstep: Class 27 contains 6084 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956400.000000 Penalty: 60297.722656
Iteration 157Q: 31 clusters Score -7.89564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93421 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29899 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56125 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37452 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956424.000000 Penalty: 60297.722656
Iteration 158Q: 31 clusters Score -7.895642e+07 nChanged 22
Entering ConstructFrom: 
Score: -78956424.000000 Penalty: 60297.722656
Entering ConstructFrom: 
Trying to split cluster 1 (65402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Entering Unmasked Estep 
Score: -7162580.500000 Penalty: 1649.940308
	Iteration 0F: 2 clusters Score -7162580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -7119798.500000 Penalty: 3299.880615
	Iteration 0F: 3 clusters Score -7119798 nChanged 30620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -7137304.000000 Penalty: 3299.880615
	Iteration 1F: 3 clusters Score -7137304 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -7138082.500000 Penalty: 3299.880615
	Iteration 2Q: 3 clusters Score -7138082 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -7138998.000000 Penalty: 3299.880615
	Iteration 3Q: 3 clusters Score -7138998 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -7140092.000000 Penalty: 3299.880615
	Iteration 4Q: 3 clusters Score -7140092 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -7141574.000000 Penalty: 3299.880615
	Iteration 5Q: 3 clusters Score -7141574 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -7143487.000000 Penalty: 3299.880615
	Iteration 6F: 3 clusters Score -7143487 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -7146119.500000 Penalty: 3299.880615
	Iteration 7F: 3 clusters Score -7146120 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -7149482.500000 Penalty: 3299.880615
	Iteration 8F: 3 clusters Score -7149482 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -7153244.000000 Penalty: 3299.880615
	Iteration 9F: 3 clusters Score -7153244 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -7156601.000000 Penalty: 3299.880615
	Iteration 10F: 3 clusters Score -7156601 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -7158945.000000 Penalty: 3299.880615
	Iteration 11Q: 3 clusters Score -7158945 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -7160256.500000 Penalty: 3299.880615
	Iteration 12Q: 3 clusters Score -7160256 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -7160913.000000 Penalty: 3299.880615
	Iteration 13Q: 3 clusters Score -7160913 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -7161155.000000 Penalty: 3299.880615
	Iteration 14Q: 3 clusters Score -7161155 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -7161301.500000 Penalty: 3299.880615
	Iteration 15Q: 3 clusters Score -7161302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -7161383.500000 Penalty: 3299.880615
	Iteration 16Q: 3 clusters Score -7161384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -7161415.500000 Penalty: 3299.880615
	Iteration 17Q: 3 clusters Score -7161416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -7161436.500000 Penalty: 3299.880615
	Iteration 18Q: 3 clusters Score -7161436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -7161455.500000 Penalty: 3299.880615
	Iteration 19Q: 3 clusters Score -7161456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -7161474.500000 Penalty: 3299.880615
	Iteration 20F: 3 clusters Score -7161474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -7161492.000000 Penalty: 3299.880615
	Iteration 21Q: 3 clusters Score -7161492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -7161498.000000 Penalty: 3299.880615
	Iteration 22Q: 3 clusters Score -7161498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -7161502.500000 Penalty: 3299.880615
	Iteration 23Q: 3 clusters Score -7161502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -7161501.000000 Penalty: 3299.880615
	Iteration 24Q: 3 clusters Score -7161501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -7161502.000000 Penalty: 3299.880615
	Iteration 25Q: 3 clusters Score -7161502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -7161499.500000 Penalty: 3299.880615
	Iteration 26Q: 3 clusters Score -7161500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -7161499.500000 Penalty: 3299.880615
	Iteration 27F: 3 clusters Score -7161500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -252688.578125 Penalty: 1157.957642
	Iteration 0F: 2 clusters Score -252688.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -250576.187500 Penalty: 2315.915283
	Iteration 0F: 3 clusters Score -250576.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -251185.437500 Penalty: 2315.915283
	Iteration 1F: 3 clusters Score -251185.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -251386.687500 Penalty: 2315.915283
	Iteration 2F: 3 clusters Score -251386.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -251529.406250 Penalty: 2315.915283
	Iteration 3F: 3 clusters Score -251529.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -251610.625000 Penalty: 2315.915283
	Iteration 4Q: 3 clusters Score -251610.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -251673.562500 Penalty: 2315.915283
	Iteration 5Q: 3 clusters Score -251673.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -251727.781250 Penalty: 2315.915283
	Iteration 6Q: 3 clusters Score -251727.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -251777.906250 Penalty: 2315.915283
	Iteration 7Q: 3 clusters Score -251777.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -251825.437500 Penalty: 2315.915283
	Iteration 8Q: 3 clusters Score -251825.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -251866.046875 Penalty: 2315.915283
	Iteration 9Q: 3 clusters Score -251866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -251894.281250 Penalty: 2315.915283
	Iteration 10Q: 3 clusters Score -251894.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -251921.640625 Penalty: 2315.915283
	Iteration 11Q: 3 clusters Score -251921.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -251943.406250 Penalty: 2315.915283
	Iteration 12Q: 3 clusters Score -251943.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -251965.218750 Penalty: 2315.915283
	Iteration 13Q: 3 clusters Score -251965.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -251979.453125 Penalty: 2315.915283
	Iteration 14Q: 3 clusters Score -251979.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -251995.875000 Penalty: 2315.915283
	Iteration 15Q: 3 clusters Score -251995.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -252022.578125 Penalty: 2315.915283
	Iteration 16Q: 3 clusters Score -252022.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -252048.515625 Penalty: 2315.915283
	Iteration 17Q: 3 clusters Score -252048.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -252063.578125 Penalty: 2315.915283
	Iteration 18Q: 3 clusters Score -252063.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -252077.437500 Penalty: 2315.915283
	Iteration 19Q: 3 clusters Score -252077.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -252085.828125 Penalty: 2315.915283
	Iteration 20F: 3 clusters Score -252085.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -252095.828125 Penalty: 2315.915283
	Iteration 21Q: 3 clusters Score -252095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -252105.796875 Penalty: 2315.915283
	Iteration 22Q: 3 clusters Score -252105.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -252117.984375 Penalty: 2315.915283
	Iteration 23Q: 3 clusters Score -252118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -252129.359375 Penalty: 2315.915283
	Iteration 24Q: 3 clusters Score -252129.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -252138.609375 Penalty: 2315.915283
	Iteration 25Q: 3 clusters Score -252138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -252145.765625 Penalty: 2315.915283
	Iteration 26Q: 3 clusters Score -252145.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -252156.375000 Penalty: 2315.915283
	Iteration 27Q: 3 clusters Score -252156.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -252163.687500 Penalty: 2315.915283
	Iteration 28Q: 3 clusters Score -252163.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -252168.656250 Penalty: 2315.915283
	Iteration 29Q: 3 clusters Score -252168.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -252173.609375 Penalty: 2315.915283
	Iteration 30Q: 3 clusters Score -252173.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -252178.921875 Penalty: 2315.915283
	Iteration 31Q: 3 clusters Score -252178.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -252189.250000 Penalty: 2315.915283
	Iteration 32Q: 3 clusters Score -252189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -252198.734375 Penalty: 2315.915283
	Iteration 33Q: 3 clusters Score -252198.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -252210.046875 Penalty: 2315.915283
	Iteration 34Q: 3 clusters Score -252210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -252218.390625 Penalty: 2315.915283
	Iteration 35Q: 3 clusters Score -252218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -252225.093750 Penalty: 2315.915283
	Iteration 36Q: 3 clusters Score -252225.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -252232.687500 Penalty: 2315.915283
	Iteration 37Q: 3 clusters Score -252232.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -252244.906250 Penalty: 2315.915283
	Iteration 38Q: 3 clusters Score -252244.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -252253.281250 Penalty: 2315.915283
	Iteration 39Q: 3 clusters Score -252253.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -252261.671875 Penalty: 2315.915283
	Iteration 40F: 3 clusters Score -252261.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -252273.312500 Penalty: 2315.915283
	Iteration 41Q: 3 clusters Score -252273.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -252286.921875 Penalty: 2315.915283
	Iteration 42Q: 3 clusters Score -252286.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -252296.093750 Penalty: 2315.915283
	Iteration 43Q: 3 clusters Score -252296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -252299.312500 Penalty: 2315.915283
	Iteration 44Q: 3 clusters Score -252299.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -252300.156250 Penalty: 2315.915283
	Iteration 45Q: 3 clusters Score -252300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -252302.125000 Penalty: 2315.915283
	Iteration 46Q: 3 clusters Score -252302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -252303.937500 Penalty: 2315.915283
	Iteration 47Q: 3 clusters Score -252303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -252306.203125 Penalty: 2315.915283
	Iteration 48Q: 3 clusters Score -252306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -252306.953125 Penalty: 2315.915283
	Iteration 49Q: 3 clusters Score -252307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -252307.218750 Penalty: 2315.915283
	Iteration 50Q: 3 clusters Score -252307.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -252307.218750 Penalty: 2315.915283
	Iteration 51F: 3 clusters Score -252307.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -158578.671875 Penalty: 1087.610840
	Iteration 0F: 2 clusters Score -158578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -156997.546875 Penalty: 2175.221680
	Iteration 0F: 3 clusters Score -156997.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -157355.937500 Penalty: 2175.221680
	Iteration 1F: 3 clusters Score -157355.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -157462.953125 Penalty: 2175.221680
	Iteration 2F: 3 clusters Score -157463 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -157512.406250 Penalty: 2175.221680
	Iteration 3Q: 3 clusters Score -157512.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -157545.046875 Penalty: 2175.221680
	Iteration 4Q: 3 clusters Score -157545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -157573.859375 Penalty: 2175.221680
	Iteration 5Q: 3 clusters Score -157573.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157590.796875 Penalty: 2175.221680
	Iteration 6Q: 3 clusters Score -157590.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157606.406250 Penalty: 2175.221680
	Iteration 7Q: 3 clusters Score -157606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -157612.796875 Penalty: 2175.221680
	Iteration 8Q: 3 clusters Score -157612.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -157619.500000 Penalty: 2175.221680
	Iteration 9Q: 3 clusters Score -157619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -157627.593750 Penalty: 2175.221680
	Iteration 10Q: 3 clusters Score -157627.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157635.171875 Penalty: 2175.221680
	Iteration 11Q: 3 clusters Score -157635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -157638.421875 Penalty: 2175.221680
	Iteration 12Q: 3 clusters Score -157638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -157643.125000 Penalty: 2175.221680
	Iteration 13Q: 3 clusters Score -157643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -157645.984375 Penalty: 2175.221680
	Iteration 14Q: 3 clusters Score -157646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -157647.171875 Penalty: 2175.221680
	Iteration 15Q: 3 clusters Score -157647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157648.625000 Penalty: 2175.221680
	Iteration 16Q: 3 clusters Score -157648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -157649.203125 Penalty: 2175.221680
	Iteration 17Q: 3 clusters Score -157649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157650.156250 Penalty: 2175.221680
	Iteration 18Q: 3 clusters Score -157650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157650.703125 Penalty: 2175.221680
	Iteration 19Q: 3 clusters Score -157650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157651.265625 Penalty: 2175.221680
	Iteration 20F: 3 clusters Score -157651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -157654.046875 Penalty: 2175.221680
	Iteration 21Q: 3 clusters Score -157654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -157655.375000 Penalty: 2175.221680
	Iteration 22Q: 3 clusters Score -157655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157655.859375 Penalty: 2175.221680
	Iteration 23Q: 3 clusters Score -157655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157655.859375 Penalty: 2175.221680
	Iteration 24F: 3 clusters Score -157655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Entering Unmasked Estep 
Score: -2951839.000000 Penalty: 1515.417725
	Iteration 0F: 2 clusters Score -2951839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2934660.250000 Penalty: 3030.835449
	Iteration 0F: 3 clusters Score -2934660 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2941105.750000 Penalty: 3030.835449
	Iteration 1F: 3 clusters Score -2941106 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2941785.250000 Penalty: 3030.835449
	Iteration 2F: 3 clusters Score -2941785 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2942621.750000 Penalty: 3030.835449
	Iteration 3F: 3 clusters Score -2942622 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2943574.500000 Penalty: 3030.835449
	Iteration 4F: 3 clusters Score -2943574 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2944582.500000 Penalty: 3030.835449
	Iteration 5F: 3 clusters Score -2944582 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2945495.000000 Penalty: 3030.835449
	Iteration 6F: 3 clusters Score -2945495 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2946315.250000 Penalty: 3030.835449
	Iteration 7F: 3 clusters Score -2946315 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2946987.750000 Penalty: 3030.835449
	Iteration 8Q: 3 clusters Score -2946988 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2947518.500000 Penalty: 3030.835449
	Iteration 9Q: 3 clusters Score -2947518 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2947983.750000 Penalty: 3030.835449
	Iteration 10Q: 3 clusters Score -2947984 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2948430.000000 Penalty: 3030.835449
	Iteration 11Q: 3 clusters Score -2948430 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2948886.750000 Penalty: 3030.835449
	Iteration 12Q: 3 clusters Score -2948887 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2949298.000000 Penalty: 3030.835449
	Iteration 13Q: 3 clusters Score -2949298 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2949670.750000 Penalty: 3030.835449
	Iteration 14Q: 3 clusters Score -2949671 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2949982.500000 Penalty: 3030.835449
	Iteration 15Q: 3 clusters Score -2949982 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2950200.250000 Penalty: 3030.835449
	Iteration 16Q: 3 clusters Score -2950200 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2950360.000000 Penalty: 3030.835449
	Iteration 17Q: 3 clusters Score -2950360 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2950500.750000 Penalty: 3030.835449
	Iteration 18Q: 3 clusters Score -2950501 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2950626.750000 Penalty: 3030.835449
	Iteration 19Q: 3 clusters Score -2950627 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2950724.000000 Penalty: 3030.835449
	Iteration 20F: 3 clusters Score -2950724 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2950781.250000 Penalty: 3030.835449
	Iteration 21Q: 3 clusters Score -2950781 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2950823.250000 Penalty: 3030.835449
	Iteration 22Q: 3 clusters Score -2950823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2950845.250000 Penalty: 3030.835449
	Iteration 23Q: 3 clusters Score -2950845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2950859.500000 Penalty: 3030.835449
	Iteration 24Q: 3 clusters Score -2950860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2950874.000000 Penalty: 3030.835449
	Iteration 25Q: 3 clusters Score -2950874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2950889.000000 Penalty: 3030.835449
	Iteration 26Q: 3 clusters Score -2950889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2950893.250000 Penalty: 3030.835449
	Iteration 27Q: 3 clusters Score -2950893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2950907.500000 Penalty: 3030.835449
	Iteration 28Q: 3 clusters Score -2950908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2950916.500000 Penalty: 3030.835449
	Iteration 29Q: 3 clusters Score -2950916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2950924.500000 Penalty: 3030.835449
	Iteration 30Q: 3 clusters Score -2950924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2950934.750000 Penalty: 3030.835449
	Iteration 31Q: 3 clusters Score -2950935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2950946.500000 Penalty: 3030.835449
	Iteration 32Q: 3 clusters Score -2950946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2950952.000000 Penalty: 3030.835449
	Iteration 33Q: 3 clusters Score -2950952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2950958.000000 Penalty: 3030.835449
	Iteration 34Q: 3 clusters Score -2950958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2950962.500000 Penalty: 3030.835449
	Iteration 35Q: 3 clusters Score -2950962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2950965.500000 Penalty: 3030.835449
	Iteration 36Q: 3 clusters Score -2950966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2950976.750000 Penalty: 3030.835449
	Iteration 37Q: 3 clusters Score -2950977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2950974.000000 Penalty: 3030.835449
	Iteration 38Q: 3 clusters Score -2950974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2950976.750000 Penalty: 3030.835449
	Iteration 39Q: 3 clusters Score -2950977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2950978.750000 Penalty: 3030.835449
	Iteration 40F: 3 clusters Score -2950979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2950979.500000 Penalty: 3030.835449
	Iteration 41Q: 3 clusters Score -2950980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2950982.750000 Penalty: 3030.835449
	Iteration 42Q: 3 clusters Score -2950983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2950981.500000 Penalty: 3030.835449
	Iteration 43Q: 3 clusters Score -2950982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2950983.000000 Penalty: 3030.835449
	Iteration 44Q: 3 clusters Score -2950983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2950988.500000 Penalty: 3030.835449
	Iteration 45Q: 3 clusters Score -2950988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2950989.750000 Penalty: 3030.835449
	Iteration 46Q: 3 clusters Score -2950990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2950990.000000 Penalty: 3030.835449
	Iteration 47Q: 3 clusters Score -2950990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2950988.250000 Penalty: 3030.835449
	Iteration 48Q: 3 clusters Score -2950988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2950989.750000 Penalty: 3030.835449
	Iteration 49Q: 3 clusters Score -2950990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2950993.500000 Penalty: 3030.835449
	Iteration 50Q: 3 clusters Score -2950994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2950993.000000 Penalty: 3030.835449
	Iteration 51Q: 3 clusters Score -2950993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2950992.250000 Penalty: 3030.835449
	Iteration 52Q: 3 clusters Score -2950992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2950995.000000 Penalty: 3030.835449
	Iteration 53Q: 3 clusters Score -2950995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2950998.000000 Penalty: 3030.835449
	Iteration 54Q: 3 clusters Score -2950998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2950998.500000 Penalty: 3030.835449
	Iteration 55Q: 3 clusters Score -2950998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2950999.250000 Penalty: 3030.835449
	Iteration 56Q: 3 clusters Score -2950999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2951002.250000 Penalty: 3030.835449
	Iteration 57Q: 3 clusters Score -2951002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2951000.000000 Penalty: 3030.835449
	Iteration 58Q: 3 clusters Score -2951000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2950997.250000 Penalty: 3030.835449
	Iteration 59Q: 3 clusters Score -2950997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2950997.250000 Penalty: 3030.835449
	Iteration 60F: 3 clusters Score -2950997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Entering Unmasked Estep 
Score: -1992275.375000 Penalty: 1471.752075
	Iteration 0F: 2 clusters Score -1992275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1979359.375000 Penalty: 2943.504150
	Iteration 0F: 3 clusters Score -1979359 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1983955.375000 Penalty: 2943.504150
	Iteration 1F: 3 clusters Score -1983955 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1984379.000000 Penalty: 2943.504150
	Iteration 2F: 3 clusters Score -1984379 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1984781.500000 Penalty: 2943.504150
	Iteration 3Q: 3 clusters Score -1984782 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1985243.000000 Penalty: 2943.504150
	Iteration 4Q: 3 clusters Score -1985243 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1985769.500000 Penalty: 2943.504150
	Iteration 5F: 3 clusters Score -1985770 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1986425.750000 Penalty: 2943.504150
	Iteration 6F: 3 clusters Score -1986426 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1987234.750000 Penalty: 2943.504150
	Iteration 7F: 3 clusters Score -1987235 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1988100.750000 Penalty: 2943.504150
	Iteration 8F: 3 clusters Score -1988101 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1988977.625000 Penalty: 2943.504150
	Iteration 9F: 3 clusters Score -1988978 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1989743.750000 Penalty: 2943.504150
	Iteration 10Q: 3 clusters Score -1989744 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1990347.500000 Penalty: 2943.504150
	Iteration 11Q: 3 clusters Score -1990348 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -1990755.750000 Penalty: 2943.504150
	Iteration 12Q: 3 clusters Score -1990756 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -1990981.125000 Penalty: 2943.504150
	Iteration 13Q: 3 clusters Score -1990981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1991102.500000 Penalty: 2943.504150
	Iteration 14Q: 3 clusters Score -1991102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1991175.625000 Penalty: 2943.504150
	Iteration 15Q: 3 clusters Score -1991176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1991229.500000 Penalty: 2943.504150
	Iteration 16Q: 3 clusters Score -1991230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1991264.500000 Penalty: 2943.504150
	Iteration 17Q: 3 clusters Score -1991264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1991290.250000 Penalty: 2943.504150
	Iteration 18Q: 3 clusters Score -1991290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1991315.125000 Penalty: 2943.504150
	Iteration 19Q: 3 clusters Score -1991315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -1991336.375000 Penalty: 2943.504150
	Iteration 20F: 3 clusters Score -1991336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1991360.250000 Penalty: 2943.504150
	Iteration 21Q: 3 clusters Score -1991360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1991370.125000 Penalty: 2943.504150
	Iteration 22Q: 3 clusters Score -1991370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1991381.625000 Penalty: 2943.504150
	Iteration 23Q: 3 clusters Score -1991382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -1991387.500000 Penalty: 2943.504150
	Iteration 24Q: 3 clusters Score -1991388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -1991392.125000 Penalty: 2943.504150
	Iteration 25Q: 3 clusters Score -1991392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1991394.000000 Penalty: 2943.504150
	Iteration 26Q: 3 clusters Score -1991394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1991394.000000 Penalty: 2943.504150
	Iteration 27F: 3 clusters Score -1991394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (93423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Entering Unmasked Estep 
Score: -10343244.000000 Penalty: 1703.000122
	Iteration 0F: 2 clusters Score -1.034324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -10281708.000000 Penalty: 3406.000244
	Iteration 0F: 3 clusters Score -1.028171e+07 nChanged 44242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -10307448.000000 Penalty: 3406.000244
	Iteration 1F: 3 clusters Score -1.030745e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -10309302.000000 Penalty: 3406.000244
	Iteration 2Q: 3 clusters Score -1.03093e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -10311964.000000 Penalty: 3406.000244
	Iteration 3F: 3 clusters Score -1.031196e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -10315329.000000 Penalty: 3406.000244
	Iteration 4F: 3 clusters Score -1.031533e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -10318761.000000 Penalty: 3406.000244
	Iteration 5F: 3 clusters Score -1.031876e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -10321369.000000 Penalty: 3406.000244
	Iteration 6F: 3 clusters Score -1.032137e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -10322975.000000 Penalty: 3406.000244
	Iteration 7Q: 3 clusters Score -1.032298e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -10323911.000000 Penalty: 3406.000244
	Iteration 8Q: 3 clusters Score -1.032391e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -10324431.000000 Penalty: 3406.000244
	Iteration 9Q: 3 clusters Score -1.032443e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -10324796.000000 Penalty: 3406.000244
	Iteration 10Q: 3 clusters Score -1.03248e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -10324956.000000 Penalty: 3406.000244
	Iteration 11Q: 3 clusters Score -1.032496e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -10325062.000000 Penalty: 3406.000244
	Iteration 12Q: 3 clusters Score -1.032506e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -10325157.000000 Penalty: 3406.000244
	Iteration 13Q: 3 clusters Score -1.032516e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -10325231.000000 Penalty: 3406.000244
	Iteration 14Q: 3 clusters Score -1.032523e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -10325261.000000 Penalty: 3406.000244
	Iteration 15Q: 3 clusters Score -1.032526e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -10325318.000000 Penalty: 3406.000244
	Iteration 16Q: 3 clusters Score -1.032532e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -10325326.000000 Penalty: 3406.000244
	Iteration 17Q: 3 clusters Score -1.032533e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -10325368.000000 Penalty: 3406.000244
	Iteration 18Q: 3 clusters Score -1.032537e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -10325348.000000 Penalty: 3406.000244
	Iteration 19Q: 3 clusters Score -1.032535e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -10325417.000000 Penalty: 3406.000244
	Iteration 20F: 3 clusters Score -1.032542e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -10325450.000000 Penalty: 3406.000244
	Iteration 21Q: 3 clusters Score -1.032545e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -10325506.000000 Penalty: 3406.000244
	Iteration 22Q: 3 clusters Score -1.032551e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -10325690.000000 Penalty: 3406.000244
	Iteration 23Q: 3 clusters Score -1.032569e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -10325876.000000 Penalty: 3406.000244
	Iteration 24Q: 3 clusters Score -1.032588e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -10326164.000000 Penalty: 3406.000244
	Iteration 25Q: 3 clusters Score -1.032616e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -10326622.000000 Penalty: 3406.000244
	Iteration 26Q: 3 clusters Score -1.032662e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -10327271.000000 Penalty: 3406.000244
	Iteration 27Q: 3 clusters Score -1.032727e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -10328146.000000 Penalty: 3406.000244
	Iteration 28Q: 3 clusters Score -1.032815e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -10329290.000000 Penalty: 3406.000244
	Iteration 29Q: 3 clusters Score -1.032929e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -10330872.000000 Penalty: 3406.000244
	Iteration 30Q: 3 clusters Score -1.033087e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -10332683.000000 Penalty: 3406.000244
	Iteration 31Q: 3 clusters Score -1.033268e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -10334546.000000 Penalty: 3406.000244
	Iteration 32Q: 3 clusters Score -1.033455e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -10336513.000000 Penalty: 3406.000244
	Iteration 33Q: 3 clusters Score -1.033651e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -10338051.000000 Penalty: 3406.000244
	Iteration 34Q: 3 clusters Score -1.033805e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -10339345.000000 Penalty: 3406.000244
	Iteration 35Q: 3 clusters Score -1.033934e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -10340277.000000 Penalty: 3406.000244
	Iteration 36Q: 3 clusters Score -1.034028e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -10340905.000000 Penalty: 3406.000244
	Iteration 37Q: 3 clusters Score -1.03409e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92053 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10341294.000000 Penalty: 3406.000244
	Iteration 38Q: 3 clusters Score -1.034129e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10341512.000000 Penalty: 3406.000244
	Iteration 39Q: 3 clusters Score -1.034151e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10341632.000000 Penalty: 3406.000244
	Iteration 40F: 3 clusters Score -1.034163e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10341728.000000 Penalty: 3406.000244
	Iteration 41Q: 3 clusters Score -1.034173e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92722 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10341790.000000 Penalty: 3406.000244
	Iteration 42Q: 3 clusters Score -1.034179e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10341848.000000 Penalty: 3406.000244
	Iteration 43Q: 3 clusters Score -1.034185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10341883.000000 Penalty: 3406.000244
	Iteration 44Q: 3 clusters Score -1.034188e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10341901.000000 Penalty: 3406.000244
	Iteration 45Q: 3 clusters Score -1.03419e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10341930.000000 Penalty: 3406.000244
	Iteration 46Q: 3 clusters Score -1.034193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10341963.000000 Penalty: 3406.000244
	Iteration 47Q: 3 clusters Score -1.034196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92936 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10341981.000000 Penalty: 3406.000244
	Iteration 48Q: 3 clusters Score -1.034198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10341979.000000 Penalty: 3406.000244
	Iteration 49Q: 3 clusters Score -1.034198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10341991.000000 Penalty: 3406.000244
	Iteration 50Q: 3 clusters Score -1.034199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10341985.000000 Penalty: 3406.000244
	Iteration 51Q: 3 clusters Score -1.034198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10341988.000000 Penalty: 3406.000244
	Iteration 52Q: 3 clusters Score -1.034199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10341992.000000 Penalty: 3406.000244
	Iteration 53Q: 3 clusters Score -1.034199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10341998.000000 Penalty: 3406.000244
	Iteration 54Q: 3 clusters Score -1.0342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10341994.000000 Penalty: 3406.000244
	Iteration 55Q: 3 clusters Score -1.034199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10341994.000000 Penalty: 3406.000244
	Iteration 56F: 3 clusters Score -1.034199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Entering Unmasked Estep 
Score: -2124527.000000 Penalty: 1466.053589
	Iteration 0F: 2 clusters Score -2124527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2112032.500000 Penalty: 2932.107178
	Iteration 0F: 3 clusters Score -2112032 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2116574.250000 Penalty: 2932.107178
	Iteration 1F: 3 clusters Score -2116574 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2116995.250000 Penalty: 2932.107178
	Iteration 2F: 3 clusters Score -2116995 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2117342.500000 Penalty: 2932.107178
	Iteration 3Q: 3 clusters Score -2117342 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2117673.000000 Penalty: 2932.107178
	Iteration 4Q: 3 clusters Score -2117673 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2118023.750000 Penalty: 2932.107178
	Iteration 5Q: 3 clusters Score -2118024 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2118408.000000 Penalty: 2932.107178
	Iteration 6Q: 3 clusters Score -2118408 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2118804.500000 Penalty: 2932.107178
	Iteration 7Q: 3 clusters Score -2118804 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2119206.250000 Penalty: 2932.107178
	Iteration 8Q: 3 clusters Score -2119206 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2119610.250000 Penalty: 2932.107178
	Iteration 9Q: 3 clusters Score -2119610 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2120020.500000 Penalty: 2932.107178
	Iteration 10Q: 3 clusters Score -2120020 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2120437.250000 Penalty: 2932.107178
	Iteration 11Q: 3 clusters Score -2120437 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2120854.750000 Penalty: 2932.107178
	Iteration 12Q: 3 clusters Score -2120855 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2121274.250000 Penalty: 2932.107178
	Iteration 13Q: 3 clusters Score -2121274 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2121655.000000 Penalty: 2932.107178
	Iteration 14Q: 3 clusters Score -2121655 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2121998.250000 Penalty: 2932.107178
	Iteration 15Q: 3 clusters Score -2121998 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2122306.750000 Penalty: 2932.107178
	Iteration 16Q: 3 clusters Score -2122307 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2122574.750000 Penalty: 2932.107178
	Iteration 17Q: 3 clusters Score -2122575 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2122806.000000 Penalty: 2932.107178
	Iteration 18Q: 3 clusters Score -2122806 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2122963.500000 Penalty: 2932.107178
	Iteration 19Q: 3 clusters Score -2122964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2123071.250000 Penalty: 2932.107178
	Iteration 20F: 3 clusters Score -2123071 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2123139.000000 Penalty: 2932.107178
	Iteration 21Q: 3 clusters Score -2123139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2123195.750000 Penalty: 2932.107178
	Iteration 22Q: 3 clusters Score -2123196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2123234.000000 Penalty: 2932.107178
	Iteration 23Q: 3 clusters Score -2123234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2123257.000000 Penalty: 2932.107178
	Iteration 24Q: 3 clusters Score -2123257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2123266.750000 Penalty: 2932.107178
	Iteration 25Q: 3 clusters Score -2123267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2123277.000000 Penalty: 2932.107178
	Iteration 26Q: 3 clusters Score -2123277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2123283.000000 Penalty: 2932.107178
	Iteration 27Q: 3 clusters Score -2123283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2123291.000000 Penalty: 2932.107178
	Iteration 28Q: 3 clusters Score -2123291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2123305.250000 Penalty: 2932.107178
	Iteration 29Q: 3 clusters Score -2123305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2123310.750000 Penalty: 2932.107178
	Iteration 30Q: 3 clusters Score -2123311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2123314.250000 Penalty: 2932.107178
	Iteration 31Q: 3 clusters Score -2123314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2123319.250000 Penalty: 2932.107178
	Iteration 32Q: 3 clusters Score -2123319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2123324.000000 Penalty: 2932.107178
	Iteration 33Q: 3 clusters Score -2123324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2123321.750000 Penalty: 2932.107178
	Iteration 34Q: 3 clusters Score -2123322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2123326.250000 Penalty: 2932.107178
	Iteration 35Q: 3 clusters Score -2123326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2123327.000000 Penalty: 2932.107178
	Iteration 36Q: 3 clusters Score -2123327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2123332.750000 Penalty: 2932.107178
	Iteration 37Q: 3 clusters Score -2123333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2123332.250000 Penalty: 2932.107178
	Iteration 38Q: 3 clusters Score -2123332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2123337.000000 Penalty: 2932.107178
	Iteration 39Q: 3 clusters Score -2123337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2123337.750000 Penalty: 2932.107178
	Iteration 40F: 3 clusters Score -2123338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Entering Unmasked Estep 
Score: -4492046.000000 Penalty: 1579.499634
	Iteration 0F: 2 clusters Score -4492046 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 20386 members 
Entering Unmasked Estep 
Score: -4465506.500000 Penalty: 3158.999268
	Iteration 0F: 3 clusters Score -4465506 nChanged 18678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4475935.000000 Penalty: 3158.999268
	Iteration 1F: 3 clusters Score -4475935 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4476397.000000 Penalty: 3158.999268
	Iteration 2Q: 3 clusters Score -4476397 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4476808.000000 Penalty: 3158.999268
	Iteration 3Q: 3 clusters Score -4476808 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4477163.500000 Penalty: 3158.999268
	Iteration 4Q: 3 clusters Score -4477164 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4477462.000000 Penalty: 3158.999268
	Iteration 5Q: 3 clusters Score -4477462 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4477755.000000 Penalty: 3158.999268
	Iteration 6Q: 3 clusters Score -4477755 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4478126.500000 Penalty: 3158.999268
	Iteration 7Q: 3 clusters Score -4478126 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4478518.500000 Penalty: 3158.999268
	Iteration 8Q: 3 clusters Score -4478518 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -4479070.500000 Penalty: 3158.999268
	Iteration 9Q: 3 clusters Score -4479070 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4479819.000000 Penalty: 3158.999268
	Iteration 10Q: 3 clusters Score -4479819 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -4480859.500000 Penalty: 3158.999268
	Iteration 11Q: 3 clusters Score -4480860 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4482232.500000 Penalty: 3158.999268
	Iteration 12F: 3 clusters Score -4482232 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -4483875.000000 Penalty: 3158.999268
	Iteration 13F: 3 clusters Score -4483875 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4485554.000000 Penalty: 3158.999268
	Iteration 14F: 3 clusters Score -4485554 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4487213.000000 Penalty: 3158.999268
	Iteration 15F: 3 clusters Score -4487213 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4488562.000000 Penalty: 3158.999268
	Iteration 16Q: 3 clusters Score -4488562 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4489537.500000 Penalty: 3158.999268
	Iteration 17Q: 3 clusters Score -4489538 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4490089.000000 Penalty: 3158.999268
	Iteration 18Q: 3 clusters Score -4490089 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4490401.500000 Penalty: 3158.999268
	Iteration 19Q: 3 clusters Score -4490402 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4490521.000000 Penalty: 3158.999268
	Iteration 20F: 3 clusters Score -4490521 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4490581.000000 Penalty: 3158.999268
	Iteration 21Q: 3 clusters Score -4490581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4490634.500000 Penalty: 3158.999268
	Iteration 22Q: 3 clusters Score -4490634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4490658.000000 Penalty: 3158.999268
	Iteration 23Q: 3 clusters Score -4490658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4490679.500000 Penalty: 3158.999268
	Iteration 24Q: 3 clusters Score -4490680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4490710.500000 Penalty: 3158.999268
	Iteration 25Q: 3 clusters Score -4490710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4490724.000000 Penalty: 3158.999268
	Iteration 26Q: 3 clusters Score -4490724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4490726.500000 Penalty: 3158.999268
	Iteration 27Q: 3 clusters Score -4490726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4490725.500000 Penalty: 3158.999268
	Iteration 28Q: 3 clusters Score -4490726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4490725.500000 Penalty: 3158.999268
	Iteration 29F: 3 clusters Score -4490726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Entering Unmasked Estep 
Score: -1152654.125000 Penalty: 1380.078857
	Iteration 0F: 2 clusters Score -1152654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1145479.375000 Penalty: 2760.157715
	Iteration 0F: 3 clusters Score -1145479 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1147968.250000 Penalty: 2760.157715
	Iteration 1F: 3 clusters Score -1147968 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1148263.625000 Penalty: 2760.157715
	Iteration 2F: 3 clusters Score -1148264 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1148518.625000 Penalty: 2760.157715
	Iteration 3F: 3 clusters Score -1148519 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1148723.500000 Penalty: 2760.157715
	Iteration 4Q: 3 clusters Score -1148724 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1148889.375000 Penalty: 2760.157715
	Iteration 5Q: 3 clusters Score -1148889 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1149075.000000 Penalty: 2760.157715
	Iteration 6Q: 3 clusters Score -1149075 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1149295.750000 Penalty: 2760.157715
	Iteration 7Q: 3 clusters Score -1149296 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1149519.625000 Penalty: 2760.157715
	Iteration 8Q: 3 clusters Score -1149520 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1149739.000000 Penalty: 2760.157715
	Iteration 9Q: 3 clusters Score -1149739 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1149994.625000 Penalty: 2760.157715
	Iteration 10Q: 3 clusters Score -1149995 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1150264.875000 Penalty: 2760.157715
	Iteration 11Q: 3 clusters Score -1150265 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1150500.625000 Penalty: 2760.157715
	Iteration 12Q: 3 clusters Score -1150501 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1150719.250000 Penalty: 2760.157715
	Iteration 13Q: 3 clusters Score -1150719 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1150889.125000 Penalty: 2760.157715
	Iteration 14Q: 3 clusters Score -1150889 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1151017.625000 Penalty: 2760.157715
	Iteration 15Q: 3 clusters Score -1151018 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1151126.375000 Penalty: 2760.157715
	Iteration 16Q: 3 clusters Score -1151126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1151205.000000 Penalty: 2760.157715
	Iteration 17Q: 3 clusters Score -1151205 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1151270.750000 Penalty: 2760.157715
	Iteration 18Q: 3 clusters Score -1151271 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1151319.375000 Penalty: 2760.157715
	Iteration 19Q: 3 clusters Score -1151319 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1151360.500000 Penalty: 2760.157715
	Iteration 20F: 3 clusters Score -1151360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1151380.250000 Penalty: 2760.157715
	Iteration 21Q: 3 clusters Score -1151380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1151396.875000 Penalty: 2760.157715
	Iteration 22Q: 3 clusters Score -1151397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1151413.250000 Penalty: 2760.157715
	Iteration 23Q: 3 clusters Score -1151413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1151431.125000 Penalty: 2760.157715
	Iteration 24Q: 3 clusters Score -1151431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1151441.375000 Penalty: 2760.157715
	Iteration 25Q: 3 clusters Score -1151441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1151458.125000 Penalty: 2760.157715
	Iteration 26Q: 3 clusters Score -1151458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1151472.875000 Penalty: 2760.157715
	Iteration 27Q: 3 clusters Score -1151473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1151487.625000 Penalty: 2760.157715
	Iteration 28Q: 3 clusters Score -1151488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1151498.250000 Penalty: 2760.157715
	Iteration 29Q: 3 clusters Score -1151498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1151508.750000 Penalty: 2760.157715
	Iteration 30Q: 3 clusters Score -1151509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1151514.625000 Penalty: 2760.157715
	Iteration 31Q: 3 clusters Score -1151515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1151522.375000 Penalty: 2760.157715
	Iteration 32Q: 3 clusters Score -1151522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1151532.500000 Penalty: 2760.157715
	Iteration 33Q: 3 clusters Score -1151532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1151534.625000 Penalty: 2760.157715
	Iteration 34Q: 3 clusters Score -1151535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1151537.250000 Penalty: 2760.157715
	Iteration 35Q: 3 clusters Score -1151537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1151537.375000 Penalty: 2760.157715
	Iteration 36Q: 3 clusters Score -1151537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1151538.500000 Penalty: 2760.157715
	Iteration 37Q: 3 clusters Score -1151538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1151543.750000 Penalty: 2760.157715
	Iteration 38Q: 3 clusters Score -1151544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1151548.875000 Penalty: 2760.157715
	Iteration 39Q: 3 clusters Score -1151549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1151552.750000 Penalty: 2760.157715
	Iteration 40F: 3 clusters Score -1151553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1151556.625000 Penalty: 2760.157715
	Iteration 41Q: 3 clusters Score -1151557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1151562.250000 Penalty: 2760.157715
	Iteration 42Q: 3 clusters Score -1151562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1151565.250000 Penalty: 2760.157715
	Iteration 43Q: 3 clusters Score -1151565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1151568.625000 Penalty: 2760.157715
	Iteration 44Q: 3 clusters Score -1151569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1151572.375000 Penalty: 2760.157715
	Iteration 45Q: 3 clusters Score -1151572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1151576.125000 Penalty: 2760.157715
	Iteration 46Q: 3 clusters Score -1151576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1151579.625000 Penalty: 2760.157715
	Iteration 47Q: 3 clusters Score -1151580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1151583.875000 Penalty: 2760.157715
	Iteration 48Q: 3 clusters Score -1151584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1151591.250000 Penalty: 2760.157715
	Iteration 49Q: 3 clusters Score -1151591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1151596.625000 Penalty: 2760.157715
	Iteration 50Q: 3 clusters Score -1151597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1151600.375000 Penalty: 2760.157715
	Iteration 51Q: 3 clusters Score -1151600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1151604.375000 Penalty: 2760.157715
	Iteration 52Q: 3 clusters Score -1151604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1151605.250000 Penalty: 2760.157715
	Iteration 53Q: 3 clusters Score -1151605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1151608.750000 Penalty: 2760.157715
	Iteration 54Q: 3 clusters Score -1151609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1151613.250000 Penalty: 2760.157715
	Iteration 55Q: 3 clusters Score -1151613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1151619.125000 Penalty: 2760.157715
	Iteration 56Q: 3 clusters Score -1151619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1151624.125000 Penalty: 2760.157715
	Iteration 57Q: 3 clusters Score -1151624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1151626.125000 Penalty: 2760.157715
	Iteration 58Q: 3 clusters Score -1151626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1151628.875000 Penalty: 2760.157715
	Iteration 59Q: 3 clusters Score -1151629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1151633.000000 Penalty: 2760.157715
	Iteration 60F: 3 clusters Score -1151633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1151637.500000 Penalty: 2760.157715
	Iteration 61Q: 3 clusters Score -1151638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1151643.750000 Penalty: 2760.157715
	Iteration 62Q: 3 clusters Score -1151644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1151652.625000 Penalty: 2760.157715
	Iteration 63Q: 3 clusters Score -1151653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1151658.125000 Penalty: 2760.157715
	Iteration 64Q: 3 clusters Score -1151658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1151659.250000 Penalty: 2760.157715
	Iteration 65Q: 3 clusters Score -1151659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1151664.250000 Penalty: 2760.157715
	Iteration 66Q: 3 clusters Score -1151664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1151671.250000 Penalty: 2760.157715
	Iteration 67Q: 3 clusters Score -1151671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1151673.250000 Penalty: 2760.157715
	Iteration 68Q: 3 clusters Score -1151673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1151677.000000 Penalty: 2760.157715
	Iteration 69Q: 3 clusters Score -1151677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1151677.250000 Penalty: 2760.157715
	Iteration 70Q: 3 clusters Score -1151677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1151677.625000 Penalty: 2760.157715
	Iteration 71Q: 3 clusters Score -1151678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1151679.625000 Penalty: 2760.157715
	Iteration 72Q: 3 clusters Score -1151680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1151682.750000 Penalty: 2760.157715
	Iteration 73Q: 3 clusters Score -1151683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1151683.750000 Penalty: 2760.157715
	Iteration 74Q: 3 clusters Score -1151684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1151686.000000 Penalty: 2760.157715
	Iteration 75Q: 3 clusters Score -1151686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1151686.000000 Penalty: 2760.157715
	Iteration 76F: 3 clusters Score -1151686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Entering Unmasked Estep 
Score: -1988698.875000 Penalty: 1456.782837
	Iteration 0F: 2 clusters Score -1988699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1976924.250000 Penalty: 2913.565674
	Iteration 0F: 3 clusters Score -1976924 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1981053.000000 Penalty: 2913.565674
	Iteration 1F: 3 clusters Score -1981053 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1981424.625000 Penalty: 2913.565674
	Iteration 2F: 3 clusters Score -1981425 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1981735.875000 Penalty: 2913.565674
	Iteration 3Q: 3 clusters Score -1981736 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1982001.500000 Penalty: 2913.565674
	Iteration 4Q: 3 clusters Score -1982002 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1982235.625000 Penalty: 2913.565674
	Iteration 5Q: 3 clusters Score -1982236 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1982443.750000 Penalty: 2913.565674
	Iteration 6Q: 3 clusters Score -1982444 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1982662.625000 Penalty: 2913.565674
	Iteration 7Q: 3 clusters Score -1982663 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1982964.375000 Penalty: 2913.565674
	Iteration 8Q: 3 clusters Score -1982964 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1983367.625000 Penalty: 2913.565674
	Iteration 9Q: 3 clusters Score -1983368 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1983870.750000 Penalty: 2913.565674
	Iteration 10Q: 3 clusters Score -1983871 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1984422.500000 Penalty: 2913.565674
	Iteration 11F: 3 clusters Score -1984422 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1984985.125000 Penalty: 2913.565674
	Iteration 12Q: 3 clusters Score -1984985 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1985488.125000 Penalty: 2913.565674
	Iteration 13Q: 3 clusters Score -1985488 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1985901.000000 Penalty: 2913.565674
	Iteration 14Q: 3 clusters Score -1985901 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1986237.375000 Penalty: 2913.565674
	Iteration 15Q: 3 clusters Score -1986237 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1986500.500000 Penalty: 2913.565674
	Iteration 16Q: 3 clusters Score -1986500 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1986742.750000 Penalty: 2913.565674
	Iteration 17Q: 3 clusters Score -1986743 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1986951.750000 Penalty: 2913.565674
	Iteration 18Q: 3 clusters Score -1986952 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1987108.125000 Penalty: 2913.565674
	Iteration 19Q: 3 clusters Score -1987108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1987217.625000 Penalty: 2913.565674
	Iteration 20F: 3 clusters Score -1987218 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1987295.125000 Penalty: 2913.565674
	Iteration 21Q: 3 clusters Score -1987295 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1987350.625000 Penalty: 2913.565674
	Iteration 22Q: 3 clusters Score -1987351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1987398.875000 Penalty: 2913.565674
	Iteration 23Q: 3 clusters Score -1987399 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1987439.500000 Penalty: 2913.565674
	Iteration 24Q: 3 clusters Score -1987440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1987472.500000 Penalty: 2913.565674
	Iteration 25Q: 3 clusters Score -1987472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1987501.000000 Penalty: 2913.565674
	Iteration 26Q: 3 clusters Score -1987501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1987529.125000 Penalty: 2913.565674
	Iteration 27Q: 3 clusters Score -1987529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1987545.875000 Penalty: 2913.565674
	Iteration 28Q: 3 clusters Score -1987546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1987564.125000 Penalty: 2913.565674
	Iteration 29Q: 3 clusters Score -1987564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1987561.625000 Penalty: 2913.565674
	Iteration 30Q: 3 clusters Score -1987562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1987567.250000 Penalty: 2913.565674
	Iteration 31Q: 3 clusters Score -1987567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1987569.750000 Penalty: 2913.565674
	Iteration 32Q: 3 clusters Score -1987570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1987576.125000 Penalty: 2913.565674
	Iteration 33Q: 3 clusters Score -1987576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1987575.625000 Penalty: 2913.565674
	Iteration 34Q: 3 clusters Score -1987576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1987580.375000 Penalty: 2913.565674
	Iteration 35Q: 3 clusters Score -1987580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1987583.250000 Penalty: 2913.565674
	Iteration 36Q: 3 clusters Score -1987583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1987584.500000 Penalty: 2913.565674
	Iteration 37Q: 3 clusters Score -1987584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1987588.750000 Penalty: 2913.565674
	Iteration 38Q: 3 clusters Score -1987589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1987589.375000 Penalty: 2913.565674
	Iteration 39Q: 3 clusters Score -1987589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1987589.375000 Penalty: 2913.565674
	Iteration 40F: 3 clusters Score -1987589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -1961709.125000 Penalty: 1454.295776
	Iteration 0F: 2 clusters Score -1961709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1950091.500000 Penalty: 2908.591553
	Iteration 0F: 3 clusters Score -1950092 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1954437.375000 Penalty: 2908.591553
	Iteration 1F: 3 clusters Score -1954437 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1955118.000000 Penalty: 2908.591553
	Iteration 2F: 3 clusters Score -1955118 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1955733.500000 Penalty: 2908.591553
	Iteration 3F: 3 clusters Score -1955734 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1956269.000000 Penalty: 2908.591553
	Iteration 4F: 3 clusters Score -1956269 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1956709.750000 Penalty: 2908.591553
	Iteration 5F: 3 clusters Score -1956710 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1957032.000000 Penalty: 2908.591553
	Iteration 6Q: 3 clusters Score -1957032 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1957304.000000 Penalty: 2908.591553
	Iteration 7Q: 3 clusters Score -1957304 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1957569.125000 Penalty: 2908.591553
	Iteration 8Q: 3 clusters Score -1957569 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1957840.875000 Penalty: 2908.591553
	Iteration 9Q: 3 clusters Score -1957841 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1958094.875000 Penalty: 2908.591553
	Iteration 10Q: 3 clusters Score -1958095 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1958331.750000 Penalty: 2908.591553
	Iteration 11Q: 3 clusters Score -1958332 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1958563.875000 Penalty: 2908.591553
	Iteration 12Q: 3 clusters Score -1958564 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1958841.000000 Penalty: 2908.591553
	Iteration 13Q: 3 clusters Score -1958841 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1959091.375000 Penalty: 2908.591553
	Iteration 14Q: 3 clusters Score -1959091 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1959334.500000 Penalty: 2908.591553
	Iteration 15Q: 3 clusters Score -1959334 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1959571.750000 Penalty: 2908.591553
	Iteration 16Q: 3 clusters Score -1959572 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1959787.000000 Penalty: 2908.591553
	Iteration 17Q: 3 clusters Score -1959787 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1959952.750000 Penalty: 2908.591553
	Iteration 18Q: 3 clusters Score -1959953 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1960091.125000 Penalty: 2908.591553
	Iteration 19Q: 3 clusters Score -1960091 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1960189.375000 Penalty: 2908.591553
	Iteration 20F: 3 clusters Score -1960189 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1960265.750000 Penalty: 2908.591553
	Iteration 21Q: 3 clusters Score -1960266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1960322.250000 Penalty: 2908.591553
	Iteration 22Q: 3 clusters Score -1960322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1960388.250000 Penalty: 2908.591553
	Iteration 23Q: 3 clusters Score -1960388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1960438.125000 Penalty: 2908.591553
	Iteration 24Q: 3 clusters Score -1960438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1960462.750000 Penalty: 2908.591553
	Iteration 25Q: 3 clusters Score -1960463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1960482.375000 Penalty: 2908.591553
	Iteration 26Q: 3 clusters Score -1960482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1960493.000000 Penalty: 2908.591553
	Iteration 27Q: 3 clusters Score -1960493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1960507.375000 Penalty: 2908.591553
	Iteration 28Q: 3 clusters Score -1960507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1960514.000000 Penalty: 2908.591553
	Iteration 29Q: 3 clusters Score -1960514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1960523.125000 Penalty: 2908.591553
	Iteration 30Q: 3 clusters Score -1960523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1960531.875000 Penalty: 2908.591553
	Iteration 31Q: 3 clusters Score -1960532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1960540.625000 Penalty: 2908.591553
	Iteration 32Q: 3 clusters Score -1960541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1960552.500000 Penalty: 2908.591553
	Iteration 33Q: 3 clusters Score -1960552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1960556.250000 Penalty: 2908.591553
	Iteration 34Q: 3 clusters Score -1960556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1960560.750000 Penalty: 2908.591553
	Iteration 35Q: 3 clusters Score -1960561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1960567.250000 Penalty: 2908.591553
	Iteration 36Q: 3 clusters Score -1960567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1960568.125000 Penalty: 2908.591553
	Iteration 37Q: 3 clusters Score -1960568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1960569.125000 Penalty: 2908.591553
	Iteration 38Q: 3 clusters Score -1960569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1960570.375000 Penalty: 2908.591553
	Iteration 39Q: 3 clusters Score -1960570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1960572.000000 Penalty: 2908.591553
	Iteration 40F: 3 clusters Score -1960572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1960573.875000 Penalty: 2908.591553
	Iteration 41Q: 3 clusters Score -1960574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1960573.375000 Penalty: 2908.591553
	Iteration 42Q: 3 clusters Score -1960573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1960573.875000 Penalty: 2908.591553
	Iteration 43Q: 3 clusters Score -1960574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1960573.875000 Penalty: 2908.591553
	Iteration 44F: 3 clusters Score -1960574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Entering Unmasked Estep 
Score: -3126346.000000 Penalty: 1523.344116
	Iteration 0F: 2 clusters Score -3126346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3108112.750000 Penalty: 3046.688232
	Iteration 0F: 3 clusters Score -3108113 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3114880.500000 Penalty: 3046.688232
	Iteration 1F: 3 clusters Score -3114880 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3115429.500000 Penalty: 3046.688232
	Iteration 2F: 3 clusters Score -3115430 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3116002.250000 Penalty: 3046.688232
	Iteration 3Q: 3 clusters Score -3116002 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3116713.500000 Penalty: 3046.688232
	Iteration 4F: 3 clusters Score -3116714 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3117709.500000 Penalty: 3046.688232
	Iteration 5F: 3 clusters Score -3117710 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3119163.750000 Penalty: 3046.688232
	Iteration 6F: 3 clusters Score -3119164 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3120946.000000 Penalty: 3046.688232
	Iteration 7F: 3 clusters Score -3120946 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3122598.500000 Penalty: 3046.688232
	Iteration 8F: 3 clusters Score -3122598 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3123799.000000 Penalty: 3046.688232
	Iteration 9Q: 3 clusters Score -3123799 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3124459.250000 Penalty: 3046.688232
	Iteration 10Q: 3 clusters Score -3124459 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3124774.750000 Penalty: 3046.688232
	Iteration 11Q: 3 clusters Score -3124775 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3124910.750000 Penalty: 3046.688232
	Iteration 12Q: 3 clusters Score -3124911 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3125012.250000 Penalty: 3046.688232
	Iteration 13Q: 3 clusters Score -3125012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3125069.750000 Penalty: 3046.688232
	Iteration 14Q: 3 clusters Score -3125070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3125110.250000 Penalty: 3046.688232
	Iteration 15Q: 3 clusters Score -3125110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3125136.750000 Penalty: 3046.688232
	Iteration 16Q: 3 clusters Score -3125137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3125156.500000 Penalty: 3046.688232
	Iteration 17Q: 3 clusters Score -3125156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3125170.500000 Penalty: 3046.688232
	Iteration 18Q: 3 clusters Score -3125170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3125180.250000 Penalty: 3046.688232
	Iteration 19Q: 3 clusters Score -3125180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3125184.500000 Penalty: 3046.688232
	Iteration 20F: 3 clusters Score -3125184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3125191.750000 Penalty: 3046.688232
	Iteration 21Q: 3 clusters Score -3125192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3125199.000000 Penalty: 3046.688232
	Iteration 22Q: 3 clusters Score -3125199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -3125206.250000 Penalty: 3046.688232
	Iteration 23Q: 3 clusters Score -3125206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3125210.000000 Penalty: 3046.688232
	Iteration 24Q: 3 clusters Score -3125210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3125210.500000 Penalty: 3046.688232
	Iteration 25Q: 3 clusters Score -3125210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3125210.500000 Penalty: 3046.688232
	Iteration 26Q: 3 clusters Score -3125210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3125212.000000 Penalty: 3046.688232
	Iteration 27Q: 3 clusters Score -3125212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3125213.750000 Penalty: 3046.688232
	Iteration 28Q: 3 clusters Score -3125214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3125216.250000 Penalty: 3046.688232
	Iteration 29Q: 3 clusters Score -3125216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3125214.750000 Penalty: 3046.688232
	Iteration 30Q: 3 clusters Score -3125215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3125220.000000 Penalty: 3046.688232
	Iteration 31Q: 3 clusters Score -3125220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3125220.000000 Penalty: 3046.688232
	Iteration 32F: 3 clusters Score -3125220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Entering Unmasked Estep 
Score: -5582097.500000 Penalty: 1609.162476
	Iteration 0F: 2 clusters Score -5582098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -5549702.000000 Penalty: 3218.324951
	Iteration 0F: 3 clusters Score -5549702 nChanged 22978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -5562540.000000 Penalty: 3218.324951
	Iteration 1F: 3 clusters Score -5562540 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -5563372.000000 Penalty: 3218.324951
	Iteration 2Q: 3 clusters Score -5563372 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -5564286.500000 Penalty: 3218.324951
	Iteration 3Q: 3 clusters Score -5564286 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -5565352.500000 Penalty: 3218.324951
	Iteration 4Q: 3 clusters Score -5565352 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -5566835.500000 Penalty: 3218.324951
	Iteration 5F: 3 clusters Score -5566836 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -5568834.000000 Penalty: 3218.324951
	Iteration 6F: 3 clusters Score -5568834 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5571575.500000 Penalty: 3218.324951
	Iteration 7F: 3 clusters Score -5571576 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -5574650.000000 Penalty: 3218.324951
	Iteration 8F: 3 clusters Score -5574650 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -5577275.000000 Penalty: 3218.324951
	Iteration 9F: 3 clusters Score -5577275 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5579042.000000 Penalty: 3218.324951
	Iteration 10Q: 3 clusters Score -5579042 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5579996.500000 Penalty: 3218.324951
	Iteration 11Q: 3 clusters Score -5579996 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5580439.000000 Penalty: 3218.324951
	Iteration 12Q: 3 clusters Score -5580439 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5580706.000000 Penalty: 3218.324951
	Iteration 13Q: 3 clusters Score -5580706 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5580872.000000 Penalty: 3218.324951
	Iteration 14Q: 3 clusters Score -5580872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5580937.000000 Penalty: 3218.324951
	Iteration 15Q: 3 clusters Score -5580937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5580988.000000 Penalty: 3218.324951
	Iteration 16Q: 3 clusters Score -5580988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5581019.000000 Penalty: 3218.324951
	Iteration 17Q: 3 clusters Score -5581019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5581046.500000 Penalty: 3218.324951
	Iteration 18Q: 3 clusters Score -5581046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5581064.500000 Penalty: 3218.324951
	Iteration 19Q: 3 clusters Score -5581064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5581075.000000 Penalty: 3218.324951
	Iteration 20F: 3 clusters Score -5581075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5581083.000000 Penalty: 3218.324951
	Iteration 21Q: 3 clusters Score -5581083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5581087.500000 Penalty: 3218.324951
	Iteration 22Q: 3 clusters Score -5581088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5581090.500000 Penalty: 3218.324951
	Iteration 23Q: 3 clusters Score -5581090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5581094.500000 Penalty: 3218.324951
	Iteration 24Q: 3 clusters Score -5581094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5581087.500000 Penalty: 3218.324951
	Iteration 25Q: 3 clusters Score -5581088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5581087.500000 Penalty: 3218.324951
	Iteration 26F: 3 clusters Score -5581088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Entering Unmasked Estep 
Score: -3209892.750000 Penalty: 1533.475342
	Iteration 0F: 2 clusters Score -3209893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3190414.500000 Penalty: 3066.950684
	Iteration 0F: 3 clusters Score -3190414 nChanged 13488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3197717.000000 Penalty: 3066.950684
	Iteration 1F: 3 clusters Score -3197717 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3198348.250000 Penalty: 3066.950684
	Iteration 2F: 3 clusters Score -3198348 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3199002.500000 Penalty: 3066.950684
	Iteration 3F: 3 clusters Score -3199002 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3199709.250000 Penalty: 3066.950684
	Iteration 4F: 3 clusters Score -3199709 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3200482.500000 Penalty: 3066.950684
	Iteration 5F: 3 clusters Score -3200482 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3201353.000000 Penalty: 3066.950684
	Iteration 6F: 3 clusters Score -3201353 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3202317.750000 Penalty: 3066.950684
	Iteration 7F: 3 clusters Score -3202318 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3203443.000000 Penalty: 3066.950684
	Iteration 8F: 3 clusters Score -3203443 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3204540.500000 Penalty: 3066.950684
	Iteration 9F: 3 clusters Score -3204540 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3205320.500000 Penalty: 3066.950684
	Iteration 10Q: 3 clusters Score -3205320 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3205865.750000 Penalty: 3066.950684
	Iteration 11Q: 3 clusters Score -3205866 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3206239.000000 Penalty: 3066.950684
	Iteration 12Q: 3 clusters Score -3206239 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3206541.250000 Penalty: 3066.950684
	Iteration 13Q: 3 clusters Score -3206541 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3206830.000000 Penalty: 3066.950684
	Iteration 14Q: 3 clusters Score -3206830 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3207072.250000 Penalty: 3066.950684
	Iteration 15Q: 3 clusters Score -3207072 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3207329.750000 Penalty: 3066.950684
	Iteration 16Q: 3 clusters Score -3207330 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3207574.250000 Penalty: 3066.950684
	Iteration 17Q: 3 clusters Score -3207574 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3207805.750000 Penalty: 3066.950684
	Iteration 18Q: 3 clusters Score -3207806 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3208014.750000 Penalty: 3066.950684
	Iteration 19Q: 3 clusters Score -3208015 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3208161.250000 Penalty: 3066.950684
	Iteration 20F: 3 clusters Score -3208161 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3208293.250000 Penalty: 3066.950684
	Iteration 21Q: 3 clusters Score -3208293 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3208393.000000 Penalty: 3066.950684
	Iteration 22Q: 3 clusters Score -3208393 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3208477.500000 Penalty: 3066.950684
	Iteration 23Q: 3 clusters Score -3208478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3208544.000000 Penalty: 3066.950684
	Iteration 24Q: 3 clusters Score -3208544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -3208584.750000 Penalty: 3066.950684
	Iteration 25Q: 3 clusters Score -3208585 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3208630.250000 Penalty: 3066.950684
	Iteration 26Q: 3 clusters Score -3208630 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3208659.000000 Penalty: 3066.950684
	Iteration 27Q: 3 clusters Score -3208659 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3208673.000000 Penalty: 3066.950684
	Iteration 28Q: 3 clusters Score -3208673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3208691.000000 Penalty: 3066.950684
	Iteration 29Q: 3 clusters Score -3208691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3208714.500000 Penalty: 3066.950684
	Iteration 30Q: 3 clusters Score -3208714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3208720.500000 Penalty: 3066.950684
	Iteration 31Q: 3 clusters Score -3208720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3208739.500000 Penalty: 3066.950684
	Iteration 32Q: 3 clusters Score -3208740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3208749.000000 Penalty: 3066.950684
	Iteration 33Q: 3 clusters Score -3208749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3208762.000000 Penalty: 3066.950684
	Iteration 34Q: 3 clusters Score -3208762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -3208766.500000 Penalty: 3066.950684
	Iteration 35Q: 3 clusters Score -3208766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3208782.500000 Penalty: 3066.950684
	Iteration 36Q: 3 clusters Score -3208782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3208793.000000 Penalty: 3066.950684
	Iteration 37Q: 3 clusters Score -3208793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -3208789.500000 Penalty: 3066.950684
	Iteration 38Q: 3 clusters Score -3208790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3208799.250000 Penalty: 3066.950684
	Iteration 39Q: 3 clusters Score -3208799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3208798.250000 Penalty: 3066.950684
	Iteration 40F: 3 clusters Score -3208798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3208803.500000 Penalty: 3066.950684
	Iteration 41Q: 3 clusters Score -3208804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3208811.000000 Penalty: 3066.950684
	Iteration 42Q: 3 clusters Score -3208811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3208811.250000 Penalty: 3066.950684
	Iteration 43Q: 3 clusters Score -3208811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3208816.750000 Penalty: 3066.950684
	Iteration 44Q: 3 clusters Score -3208817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3208820.000000 Penalty: 3066.950684
	Iteration 45Q: 3 clusters Score -3208820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3208818.000000 Penalty: 3066.950684
	Iteration 46Q: 3 clusters Score -3208818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3208822.000000 Penalty: 3066.950684
	Iteration 47Q: 3 clusters Score -3208822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3208828.000000 Penalty: 3066.950684
	Iteration 48Q: 3 clusters Score -3208828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3208825.750000 Penalty: 3066.950684
	Iteration 49Q: 3 clusters Score -3208826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3208825.250000 Penalty: 3066.950684
	Iteration 50Q: 3 clusters Score -3208825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3208830.500000 Penalty: 3066.950684
	Iteration 51Q: 3 clusters Score -3208830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3208829.500000 Penalty: 3066.950684
	Iteration 52Q: 3 clusters Score -3208830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3208829.500000 Penalty: 3066.950684
	Iteration 53Q: 3 clusters Score -3208830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -3208831.500000 Penalty: 3066.950684
	Iteration 54Q: 3 clusters Score -3208832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -3208827.750000 Penalty: 3066.950684
	Iteration 55Q: 3 clusters Score -3208828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3208835.750000 Penalty: 3066.950684
	Iteration 56Q: 3 clusters Score -3208836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3208842.500000 Penalty: 3066.950684
	Iteration 57Q: 3 clusters Score -3208842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -3208842.250000 Penalty: 3066.950684
	Iteration 58Q: 3 clusters Score -3208842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3208849.000000 Penalty: 3066.950684
	Iteration 59Q: 3 clusters Score -3208849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3208847.000000 Penalty: 3066.950684
	Iteration 60F: 3 clusters Score -3208847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3208854.000000 Penalty: 3066.950684
	Iteration 61Q: 3 clusters Score -3208854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3208852.250000 Penalty: 3066.950684
	Iteration 62Q: 3 clusters Score -3208852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3208854.000000 Penalty: 3066.950684
	Iteration 63Q: 3 clusters Score -3208854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3208854.000000 Penalty: 3066.950684
	Iteration 64F: 3 clusters Score -3208854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Entering Unmasked Estep 
Score: -2616247.500000 Penalty: 1497.451904
	Iteration 0F: 2 clusters Score -2616248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2601018.250000 Penalty: 2994.903809
	Iteration 0F: 3 clusters Score -2601018 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2606620.250000 Penalty: 2994.903809
	Iteration 1F: 3 clusters Score -2606620 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2607132.750000 Penalty: 2994.903809
	Iteration 2F: 3 clusters Score -2607133 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2607661.000000 Penalty: 2994.903809
	Iteration 3F: 3 clusters Score -2607661 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2608245.750000 Penalty: 2994.903809
	Iteration 4F: 3 clusters Score -2608246 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2609023.500000 Penalty: 2994.903809
	Iteration 5F: 3 clusters Score -2609024 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2610056.750000 Penalty: 2994.903809
	Iteration 6F: 3 clusters Score -2610057 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2611295.500000 Penalty: 2994.903809
	Iteration 7F: 3 clusters Score -2611296 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2612457.500000 Penalty: 2994.903809
	Iteration 8F: 3 clusters Score -2612458 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2613359.250000 Penalty: 2994.903809
	Iteration 9F: 3 clusters Score -2613359 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2613984.250000 Penalty: 2994.903809
	Iteration 10Q: 3 clusters Score -2613984 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2614418.250000 Penalty: 2994.903809
	Iteration 11Q: 3 clusters Score -2614418 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2614716.750000 Penalty: 2994.903809
	Iteration 12Q: 3 clusters Score -2614717 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2614885.000000 Penalty: 2994.903809
	Iteration 13Q: 3 clusters Score -2614885 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2614971.000000 Penalty: 2994.903809
	Iteration 14Q: 3 clusters Score -2614971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2615026.000000 Penalty: 2994.903809
	Iteration 15Q: 3 clusters Score -2615026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2615068.500000 Penalty: 2994.903809
	Iteration 16Q: 3 clusters Score -2615068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2615091.250000 Penalty: 2994.903809
	Iteration 17Q: 3 clusters Score -2615091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2615114.000000 Penalty: 2994.903809
	Iteration 18Q: 3 clusters Score -2615114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2615129.000000 Penalty: 2994.903809
	Iteration 19Q: 3 clusters Score -2615129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2615150.250000 Penalty: 2994.903809
	Iteration 20F: 3 clusters Score -2615150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2615165.000000 Penalty: 2994.903809
	Iteration 21Q: 3 clusters Score -2615165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2615177.000000 Penalty: 2994.903809
	Iteration 22Q: 3 clusters Score -2615177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2615188.500000 Penalty: 2994.903809
	Iteration 23Q: 3 clusters Score -2615188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2615190.250000 Penalty: 2994.903809
	Iteration 24Q: 3 clusters Score -2615190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2615191.500000 Penalty: 2994.903809
	Iteration 25Q: 3 clusters Score -2615192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2615197.750000 Penalty: 2994.903809
	Iteration 26Q: 3 clusters Score -2615198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2615198.250000 Penalty: 2994.903809
	Iteration 27Q: 3 clusters Score -2615198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2615202.250000 Penalty: 2994.903809
	Iteration 28Q: 3 clusters Score -2615202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2615203.500000 Penalty: 2994.903809
	Iteration 29Q: 3 clusters Score -2615204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -2615202.750000 Penalty: 2994.903809
	Iteration 30Q: 3 clusters Score -2615203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2615201.750000 Penalty: 2994.903809
	Iteration 31Q: 3 clusters Score -2615202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2615204.500000 Penalty: 2994.903809
	Iteration 32Q: 3 clusters Score -2615204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2615206.250000 Penalty: 2994.903809
	Iteration 33Q: 3 clusters Score -2615206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2615206.500000 Penalty: 2994.903809
	Iteration 34Q: 3 clusters Score -2615206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2615205.500000 Penalty: 2994.903809
	Iteration 35Q: 3 clusters Score -2615206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2615207.250000 Penalty: 2994.903809
	Iteration 36Q: 3 clusters Score -2615207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2615212.500000 Penalty: 2994.903809
	Iteration 37Q: 3 clusters Score -2615212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2615211.250000 Penalty: 2994.903809
	Iteration 38Q: 3 clusters Score -2615211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2615213.000000 Penalty: 2994.903809
	Iteration 39Q: 3 clusters Score -2615213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2615212.250000 Penalty: 2994.903809
	Iteration 40F: 3 clusters Score -2615212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Entering Unmasked Estep 
Score: -2644253.000000 Penalty: 1498.122437
	Iteration 0F: 2 clusters Score -2644253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2628903.000000 Penalty: 2996.244873
	Iteration 0F: 3 clusters Score -2628903 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2634475.750000 Penalty: 2996.244873
	Iteration 1F: 3 clusters Score -2634476 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2634833.750000 Penalty: 2996.244873
	Iteration 2Q: 3 clusters Score -2634834 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2635105.250000 Penalty: 2996.244873
	Iteration 3Q: 3 clusters Score -2635105 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2635367.500000 Penalty: 2996.244873
	Iteration 4Q: 3 clusters Score -2635368 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2635638.250000 Penalty: 2996.244873
	Iteration 5Q: 3 clusters Score -2635638 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2635924.000000 Penalty: 2996.244873
	Iteration 6Q: 3 clusters Score -2635924 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2636269.250000 Penalty: 2996.244873
	Iteration 7Q: 3 clusters Score -2636269 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2636643.750000 Penalty: 2996.244873
	Iteration 8Q: 3 clusters Score -2636644 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2637121.500000 Penalty: 2996.244873
	Iteration 9Q: 3 clusters Score -2637122 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2637573.500000 Penalty: 2996.244873
	Iteration 10Q: 3 clusters Score -2637574 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2638004.000000 Penalty: 2996.244873
	Iteration 11Q: 3 clusters Score -2638004 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2638418.000000 Penalty: 2996.244873
	Iteration 12Q: 3 clusters Score -2638418 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2638821.750000 Penalty: 2996.244873
	Iteration 13Q: 3 clusters Score -2638822 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2639258.750000 Penalty: 2996.244873
	Iteration 14Q: 3 clusters Score -2639259 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2639747.000000 Penalty: 2996.244873
	Iteration 15Q: 3 clusters Score -2639747 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2640277.250000 Penalty: 2996.244873
	Iteration 16Q: 3 clusters Score -2640277 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2640814.000000 Penalty: 2996.244873
	Iteration 17Q: 3 clusters Score -2640814 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2641321.250000 Penalty: 2996.244873
	Iteration 18Q: 3 clusters Score -2641321 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2641765.750000 Penalty: 2996.244873
	Iteration 19Q: 3 clusters Score -2641766 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2642133.500000 Penalty: 2996.244873
	Iteration 20F: 3 clusters Score -2642134 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2642395.000000 Penalty: 2996.244873
	Iteration 21Q: 3 clusters Score -2642395 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2642613.000000 Penalty: 2996.244873
	Iteration 22Q: 3 clusters Score -2642613 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2642732.750000 Penalty: 2996.244873
	Iteration 23Q: 3 clusters Score -2642733 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2642844.500000 Penalty: 2996.244873
	Iteration 24Q: 3 clusters Score -2642844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2642917.500000 Penalty: 2996.244873
	Iteration 25Q: 3 clusters Score -2642918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2642957.500000 Penalty: 2996.244873
	Iteration 26Q: 3 clusters Score -2642958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2642981.500000 Penalty: 2996.244873
	Iteration 27Q: 3 clusters Score -2642982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2643002.500000 Penalty: 2996.244873
	Iteration 28Q: 3 clusters Score -2643002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2643021.500000 Penalty: 2996.244873
	Iteration 29Q: 3 clusters Score -2643022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2643025.750000 Penalty: 2996.244873
	Iteration 30Q: 3 clusters Score -2643026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2643033.250000 Penalty: 2996.244873
	Iteration 31Q: 3 clusters Score -2643033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2643040.250000 Penalty: 2996.244873
	Iteration 32Q: 3 clusters Score -2643040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2643047.250000 Penalty: 2996.244873
	Iteration 33Q: 3 clusters Score -2643047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2643047.750000 Penalty: 2996.244873
	Iteration 34Q: 3 clusters Score -2643048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2643050.500000 Penalty: 2996.244873
	Iteration 35Q: 3 clusters Score -2643050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2643052.500000 Penalty: 2996.244873
	Iteration 36Q: 3 clusters Score -2643052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2643054.250000 Penalty: 2996.244873
	Iteration 37Q: 3 clusters Score -2643054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2643054.250000 Penalty: 2996.244873
	Iteration 38F: 3 clusters Score -2643054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Entering Unmasked Estep 
Score: -1681145.750000 Penalty: 1430.891357
	Iteration 0F: 2 clusters Score -1681146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1671159.750000 Penalty: 2861.782715
	Iteration 0F: 3 clusters Score -1671160 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1674629.500000 Penalty: 2861.782715
	Iteration 1F: 3 clusters Score -1674630 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1675040.625000 Penalty: 2861.782715
	Iteration 2F: 3 clusters Score -1675041 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1675374.750000 Penalty: 2861.782715
	Iteration 3F: 3 clusters Score -1675375 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1675631.625000 Penalty: 2861.782715
	Iteration 4Q: 3 clusters Score -1675632 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1675851.375000 Penalty: 2861.782715
	Iteration 5Q: 3 clusters Score -1675851 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1676038.125000 Penalty: 2861.782715
	Iteration 6Q: 3 clusters Score -1676038 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1676265.250000 Penalty: 2861.782715
	Iteration 7Q: 3 clusters Score -1676265 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1676573.875000 Penalty: 2861.782715
	Iteration 8Q: 3 clusters Score -1676574 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1676966.625000 Penalty: 2861.782715
	Iteration 9Q: 3 clusters Score -1676967 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1677468.125000 Penalty: 2861.782715
	Iteration 10Q: 3 clusters Score -1677468 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1678017.000000 Penalty: 2861.782715
	Iteration 11F: 3 clusters Score -1678017 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1678521.625000 Penalty: 2861.782715
	Iteration 12Q: 3 clusters Score -1678522 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1678918.250000 Penalty: 2861.782715
	Iteration 13Q: 3 clusters Score -1678918 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1679228.375000 Penalty: 2861.782715
	Iteration 14Q: 3 clusters Score -1679228 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1679443.000000 Penalty: 2861.782715
	Iteration 15Q: 3 clusters Score -1679443 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1679598.250000 Penalty: 2861.782715
	Iteration 16Q: 3 clusters Score -1679598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1679712.875000 Penalty: 2861.782715
	Iteration 17Q: 3 clusters Score -1679713 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1679798.375000 Penalty: 2861.782715
	Iteration 18Q: 3 clusters Score -1679798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1679841.625000 Penalty: 2861.782715
	Iteration 19Q: 3 clusters Score -1679842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1679877.750000 Penalty: 2861.782715
	Iteration 20F: 3 clusters Score -1679878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1679905.375000 Penalty: 2861.782715
	Iteration 21Q: 3 clusters Score -1679905 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1679942.250000 Penalty: 2861.782715
	Iteration 22Q: 3 clusters Score -1679942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1679964.875000 Penalty: 2861.782715
	Iteration 23Q: 3 clusters Score -1679965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1679983.250000 Penalty: 2861.782715
	Iteration 24Q: 3 clusters Score -1679983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1680001.125000 Penalty: 2861.782715
	Iteration 25Q: 3 clusters Score -1680001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1680015.875000 Penalty: 2861.782715
	Iteration 26Q: 3 clusters Score -1680016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1680027.375000 Penalty: 2861.782715
	Iteration 27Q: 3 clusters Score -1680027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1680040.875000 Penalty: 2861.782715
	Iteration 28Q: 3 clusters Score -1680041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1680048.875000 Penalty: 2861.782715
	Iteration 29Q: 3 clusters Score -1680049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1680046.000000 Penalty: 2861.782715
	Iteration 30Q: 3 clusters Score -1680046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1680047.500000 Penalty: 2861.782715
	Iteration 31Q: 3 clusters Score -1680048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1680047.500000 Penalty: 2861.782715
	Iteration 32F: 3 clusters Score -1680048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Entering Unmasked Estep 
Score: -335758.406250 Penalty: 1204.443481
	Iteration 0F: 2 clusters Score -335758.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -333173.937500 Penalty: 2408.886963
	Iteration 0F: 3 clusters Score -333173.9 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -333980.718750 Penalty: 2408.886963
	Iteration 1F: 3 clusters Score -333980.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -334262.875000 Penalty: 2408.886963
	Iteration 2F: 3 clusters Score -334262.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -334524.062500 Penalty: 2408.886963
	Iteration 3F: 3 clusters Score -334524.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -334727.187500 Penalty: 2408.886963
	Iteration 4F: 3 clusters Score -334727.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -334882.781250 Penalty: 2408.886963
	Iteration 5F: 3 clusters Score -334882.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -334978.906250 Penalty: 2408.886963
	Iteration 6Q: 3 clusters Score -334978.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -335053.781250 Penalty: 2408.886963
	Iteration 7Q: 3 clusters Score -335053.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -335109.312500 Penalty: 2408.886963
	Iteration 8Q: 3 clusters Score -335109.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -335148.093750 Penalty: 2408.886963
	Iteration 9Q: 3 clusters Score -335148.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -335176.250000 Penalty: 2408.886963
	Iteration 10Q: 3 clusters Score -335176.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -335200.593750 Penalty: 2408.886963
	Iteration 11Q: 3 clusters Score -335200.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -335219.531250 Penalty: 2408.886963
	Iteration 12Q: 3 clusters Score -335219.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -335226.125000 Penalty: 2408.886963
	Iteration 13Q: 3 clusters Score -335226.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -335234.031250 Penalty: 2408.886963
	Iteration 14Q: 3 clusters Score -335234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -335242.343750 Penalty: 2408.886963
	Iteration 15Q: 3 clusters Score -335242.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -335248.906250 Penalty: 2408.886963
	Iteration 16Q: 3 clusters Score -335248.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -335256.437500 Penalty: 2408.886963
	Iteration 17Q: 3 clusters Score -335256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -335260.312500 Penalty: 2408.886963
	Iteration 18Q: 3 clusters Score -335260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -335266.531250 Penalty: 2408.886963
	Iteration 19Q: 3 clusters Score -335266.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -335270.375000 Penalty: 2408.886963
	Iteration 20F: 3 clusters Score -335270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -335272.562500 Penalty: 2408.886963
	Iteration 21Q: 3 clusters Score -335272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -335272.843750 Penalty: 2408.886963
	Iteration 22Q: 3 clusters Score -335272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -335275.031250 Penalty: 2408.886963
	Iteration 23Q: 3 clusters Score -335275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -335276.968750 Penalty: 2408.886963
	Iteration 24Q: 3 clusters Score -335277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -335278.937500 Penalty: 2408.886963
	Iteration 25Q: 3 clusters Score -335278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -335282.500000 Penalty: 2408.886963
	Iteration 26Q: 3 clusters Score -335282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -335286.406250 Penalty: 2408.886963
	Iteration 27Q: 3 clusters Score -335286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -335291.156250 Penalty: 2408.886963
	Iteration 28Q: 3 clusters Score -335291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -335291.937500 Penalty: 2408.886963
	Iteration 29Q: 3 clusters Score -335291.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -335293.937500 Penalty: 2408.886963
	Iteration 30Q: 3 clusters Score -335293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -335295.187500 Penalty: 2408.886963
	Iteration 31Q: 3 clusters Score -335295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -335296.687500 Penalty: 2408.886963
	Iteration 32Q: 3 clusters Score -335296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -335296.218750 Penalty: 2408.886963
	Iteration 33Q: 3 clusters Score -335296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -335297.156250 Penalty: 2408.886963
	Iteration 34Q: 3 clusters Score -335297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -335297.156250 Penalty: 2408.886963
	Iteration 35F: 3 clusters Score -335297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Entering Unmasked Estep 
Score: -4248008.500000 Penalty: 1569.694092
	Iteration 0F: 2 clusters Score -4248008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4222989.500000 Penalty: 3139.388184
	Iteration 0F: 3 clusters Score -4222990 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -4232599.500000 Penalty: 3139.388184
	Iteration 1F: 3 clusters Score -4232600 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4233142.500000 Penalty: 3139.388184
	Iteration 2Q: 3 clusters Score -4233142 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4233665.500000 Penalty: 3139.388184
	Iteration 3Q: 3 clusters Score -4233666 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4234148.000000 Penalty: 3139.388184
	Iteration 4Q: 3 clusters Score -4234148 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4234664.000000 Penalty: 3139.388184
	Iteration 5Q: 3 clusters Score -4234664 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4235313.000000 Penalty: 3139.388184
	Iteration 6Q: 3 clusters Score -4235313 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4236084.000000 Penalty: 3139.388184
	Iteration 7Q: 3 clusters Score -4236084 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -4236964.000000 Penalty: 3139.388184
	Iteration 8Q: 3 clusters Score -4236964 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -4238049.500000 Penalty: 3139.388184
	Iteration 9F: 3 clusters Score -4238050 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4239270.000000 Penalty: 3139.388184
	Iteration 10F: 3 clusters Score -4239270 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -4240578.500000 Penalty: 3139.388184
	Iteration 11F: 3 clusters Score -4240578 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4241963.000000 Penalty: 3139.388184
	Iteration 12F: 3 clusters Score -4241963 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4243327.500000 Penalty: 3139.388184
	Iteration 13Q: 3 clusters Score -4243328 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -4244492.500000 Penalty: 3139.388184
	Iteration 14Q: 3 clusters Score -4244492 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -4245323.000000 Penalty: 3139.388184
	Iteration 15Q: 3 clusters Score -4245323 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4245878.000000 Penalty: 3139.388184
	Iteration 16Q: 3 clusters Score -4245878 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -4246243.000000 Penalty: 3139.388184
	Iteration 17Q: 3 clusters Score -4246243 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -4246438.000000 Penalty: 3139.388184
	Iteration 18Q: 3 clusters Score -4246438 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4246544.000000 Penalty: 3139.388184
	Iteration 19Q: 3 clusters Score -4246544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -4246622.500000 Penalty: 3139.388184
	Iteration 20F: 3 clusters Score -4246622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -4246654.000000 Penalty: 3139.388184
	Iteration 21Q: 3 clusters Score -4246654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -4246680.500000 Penalty: 3139.388184
	Iteration 22Q: 3 clusters Score -4246680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -4246697.500000 Penalty: 3139.388184
	Iteration 23Q: 3 clusters Score -4246698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4246708.500000 Penalty: 3139.388184
	Iteration 24Q: 3 clusters Score -4246708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -4246717.000000 Penalty: 3139.388184
	Iteration 25Q: 3 clusters Score -4246717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -4246729.000000 Penalty: 3139.388184
	Iteration 26Q: 3 clusters Score -4246729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -4246730.500000 Penalty: 3139.388184
	Iteration 27Q: 3 clusters Score -4246730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -4246726.000000 Penalty: 3139.388184
	Iteration 28Q: 3 clusters Score -4246726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -4246734.000000 Penalty: 3139.388184
	Iteration 29Q: 3 clusters Score -4246734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4246737.000000 Penalty: 3139.388184
	Iteration 30Q: 3 clusters Score -4246737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -4246737.500000 Penalty: 3139.388184
	Iteration 31Q: 3 clusters Score -4246738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4246739.000000 Penalty: 3139.388184
	Iteration 32Q: 3 clusters Score -4246739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -4246739.000000 Penalty: 3139.388184
	Iteration 33F: 3 clusters Score -4246739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -128702.703125 Penalty: 1050.343262
	Iteration 0F: 2 clusters Score -128702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -127340.804688 Penalty: 2100.686523
	Iteration 0F: 3 clusters Score -127340.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127606.093750 Penalty: 2100.686523
	Iteration 1F: 3 clusters Score -127606.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127683.859375 Penalty: 2100.686523
	Iteration 2F: 3 clusters Score -127683.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127724.046875 Penalty: 2100.686523
	Iteration 3Q: 3 clusters Score -127724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127753.312500 Penalty: 2100.686523
	Iteration 4Q: 3 clusters Score -127753.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127770.734375 Penalty: 2100.686523
	Iteration 5Q: 3 clusters Score -127770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127782.632812 Penalty: 2100.686523
	Iteration 6Q: 3 clusters Score -127782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127787.007812 Penalty: 2100.686523
	Iteration 7Q: 3 clusters Score -127787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127790.812500 Penalty: 2100.686523
	Iteration 8Q: 3 clusters Score -127790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127793.867188 Penalty: 2100.686523
	Iteration 9Q: 3 clusters Score -127793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -127796.101562 Penalty: 2100.686523
	Iteration 10Q: 3 clusters Score -127796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127799.804688 Penalty: 2100.686523
	Iteration 11Q: 3 clusters Score -127799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127801.437500 Penalty: 2100.686523
	Iteration 12Q: 3 clusters Score -127801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127803.828125 Penalty: 2100.686523
	Iteration 13Q: 3 clusters Score -127803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127806.234375 Penalty: 2100.686523
	Iteration 14Q: 3 clusters Score -127806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127806.812500 Penalty: 2100.686523
	Iteration 15Q: 3 clusters Score -127806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127807.726562 Penalty: 2100.686523
	Iteration 16Q: 3 clusters Score -127807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127807.726562 Penalty: 2100.686523
	Iteration 17F: 3 clusters Score -127807.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Entering Unmasked Estep 
Score: -4522662.000000 Penalty: 1577.591675
	Iteration 0F: 2 clusters Score -4522662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4496608.000000 Penalty: 3155.183350
	Iteration 0F: 3 clusters Score -4496608 nChanged 18204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4506507.000000 Penalty: 3155.183350
	Iteration 1F: 3 clusters Score -4506507 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4507290.500000 Penalty: 3155.183350
	Iteration 2Q: 3 clusters Score -4507290 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4508396.000000 Penalty: 3155.183350
	Iteration 3F: 3 clusters Score -4508396 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -4509729.000000 Penalty: 3155.183350
	Iteration 4F: 3 clusters Score -4509729 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -4511097.500000 Penalty: 3155.183350
	Iteration 5F: 3 clusters Score -4511098 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -4512365.000000 Penalty: 3155.183350
	Iteration 6F: 3 clusters Score -4512365 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4513306.000000 Penalty: 3155.183350
	Iteration 7F: 3 clusters Score -4513306 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4514015.500000 Penalty: 3155.183350
	Iteration 8Q: 3 clusters Score -4514016 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -4514508.500000 Penalty: 3155.183350
	Iteration 9Q: 3 clusters Score -4514508 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -4514966.000000 Penalty: 3155.183350
	Iteration 10Q: 3 clusters Score -4514966 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4515350.500000 Penalty: 3155.183350
	Iteration 11Q: 3 clusters Score -4515350 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4515755.500000 Penalty: 3155.183350
	Iteration 12Q: 3 clusters Score -4515756 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4516240.500000 Penalty: 3155.183350
	Iteration 13Q: 3 clusters Score -4516240 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4516792.000000 Penalty: 3155.183350
	Iteration 14Q: 3 clusters Score -4516792 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -4517418.000000 Penalty: 3155.183350
	Iteration 15Q: 3 clusters Score -4517418 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -4518001.000000 Penalty: 3155.183350
	Iteration 16Q: 3 clusters Score -4518001 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4518640.500000 Penalty: 3155.183350
	Iteration 17Q: 3 clusters Score -4518640 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4519308.000000 Penalty: 3155.183350
	Iteration 18Q: 3 clusters Score -4519308 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4519824.500000 Penalty: 3155.183350
	Iteration 19Q: 3 clusters Score -4519824 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4520248.000000 Penalty: 3155.183350
	Iteration 20F: 3 clusters Score -4520248 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4520585.500000 Penalty: 3155.183350
	Iteration 21Q: 3 clusters Score -4520586 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4520819.000000 Penalty: 3155.183350
	Iteration 22Q: 3 clusters Score -4520819 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4520968.500000 Penalty: 3155.183350
	Iteration 23Q: 3 clusters Score -4520968 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4521088.500000 Penalty: 3155.183350
	Iteration 24Q: 3 clusters Score -4521088 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4521170.500000 Penalty: 3155.183350
	Iteration 25Q: 3 clusters Score -4521170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4521227.500000 Penalty: 3155.183350
	Iteration 26Q: 3 clusters Score -4521228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4521289.000000 Penalty: 3155.183350
	Iteration 27Q: 3 clusters Score -4521289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4521314.500000 Penalty: 3155.183350
	Iteration 28Q: 3 clusters Score -4521314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4521335.500000 Penalty: 3155.183350
	Iteration 29Q: 3 clusters Score -4521336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4521362.000000 Penalty: 3155.183350
	Iteration 30Q: 3 clusters Score -4521362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4521392.000000 Penalty: 3155.183350
	Iteration 31Q: 3 clusters Score -4521392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4521407.500000 Penalty: 3155.183350
	Iteration 32Q: 3 clusters Score -4521408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4521414.000000 Penalty: 3155.183350
	Iteration 33Q: 3 clusters Score -4521414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4521420.000000 Penalty: 3155.183350
	Iteration 34Q: 3 clusters Score -4521420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4521416.000000 Penalty: 3155.183350
	Iteration 35Q: 3 clusters Score -4521416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4521423.500000 Penalty: 3155.183350
	Iteration 36Q: 3 clusters Score -4521424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4521430.000000 Penalty: 3155.183350
	Iteration 37Q: 3 clusters Score -4521430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4521435.500000 Penalty: 3155.183350
	Iteration 38Q: 3 clusters Score -4521436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4521435.500000 Penalty: 3155.183350
	Iteration 39Q: 3 clusters Score -4521436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4521435.500000 Penalty: 3155.183350
	Iteration 40F: 3 clusters Score -4521436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -172926.953125 Penalty: 1108.658325
	Iteration 0F: 2 clusters Score -172927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -171207.375000 Penalty: 2217.316650
	Iteration 0F: 3 clusters Score -171207.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -171669.500000 Penalty: 2217.316650
	Iteration 1F: 3 clusters Score -171669.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -171815.640625 Penalty: 2217.316650
	Iteration 2F: 3 clusters Score -171815.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -171877.796875 Penalty: 2217.316650
	Iteration 3Q: 3 clusters Score -171877.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -171905.250000 Penalty: 2217.316650
	Iteration 4Q: 3 clusters Score -171905.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -171928.875000 Penalty: 2217.316650
	Iteration 5Q: 3 clusters Score -171928.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -171955.671875 Penalty: 2217.316650
	Iteration 6Q: 3 clusters Score -171955.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -171980.453125 Penalty: 2217.316650
	Iteration 7Q: 3 clusters Score -171980.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -171994.875000 Penalty: 2217.316650
	Iteration 8Q: 3 clusters Score -171994.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -172004.218750 Penalty: 2217.316650
	Iteration 9Q: 3 clusters Score -172004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -172011.390625 Penalty: 2217.316650
	Iteration 10Q: 3 clusters Score -172011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -172016.656250 Penalty: 2217.316650
	Iteration 11Q: 3 clusters Score -172016.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -172021.531250 Penalty: 2217.316650
	Iteration 12Q: 3 clusters Score -172021.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -172025.984375 Penalty: 2217.316650
	Iteration 13Q: 3 clusters Score -172026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -172030.812500 Penalty: 2217.316650
	Iteration 14Q: 3 clusters Score -172030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -172034.125000 Penalty: 2217.316650
	Iteration 15Q: 3 clusters Score -172034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -172037.093750 Penalty: 2217.316650
	Iteration 16Q: 3 clusters Score -172037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -172038.187500 Penalty: 2217.316650
	Iteration 17Q: 3 clusters Score -172038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -172042.671875 Penalty: 2217.316650
	Iteration 18Q: 3 clusters Score -172042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -172045.781250 Penalty: 2217.316650
	Iteration 19Q: 3 clusters Score -172045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -172046.343750 Penalty: 2217.316650
	Iteration 20F: 3 clusters Score -172046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -172047.031250 Penalty: 2217.316650
	Iteration 21Q: 3 clusters Score -172047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -172048.671875 Penalty: 2217.316650
	Iteration 22Q: 3 clusters Score -172048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -172049.515625 Penalty: 2217.316650
	Iteration 23Q: 3 clusters Score -172049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -172050.750000 Penalty: 2217.316650
	Iteration 24Q: 3 clusters Score -172050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -172051.546875 Penalty: 2217.316650
	Iteration 25Q: 3 clusters Score -172051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -172052.156250 Penalty: 2217.316650
	Iteration 26Q: 3 clusters Score -172052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -172054.765625 Penalty: 2217.316650
	Iteration 27Q: 3 clusters Score -172054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -172055.781250 Penalty: 2217.316650
	Iteration 28Q: 3 clusters Score -172055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -172056.640625 Penalty: 2217.316650
	Iteration 29Q: 3 clusters Score -172056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -172056.875000 Penalty: 2217.316650
	Iteration 30Q: 3 clusters Score -172056.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -172056.875000 Penalty: 2217.316650
	Iteration 31F: 3 clusters Score -172056.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Entering Unmasked Estep 
Score: -6065879.000000 Penalty: 1627.164795
	Iteration 0F: 2 clusters Score -6065879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -6029268.000000 Penalty: 3254.329590
	Iteration 0F: 3 clusters Score -6029268 nChanged 26181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -6044345.000000 Penalty: 3254.329590
	Iteration 1F: 3 clusters Score -6044345 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -6045469.000000 Penalty: 3254.329590
	Iteration 2Q: 3 clusters Score -6045469 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -6046990.500000 Penalty: 3254.329590
	Iteration 3F: 3 clusters Score -6046990 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -6048814.500000 Penalty: 3254.329590
	Iteration 4F: 3 clusters Score -6048814 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -6051211.500000 Penalty: 3254.329590
	Iteration 5F: 3 clusters Score -6051212 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -6053839.500000 Penalty: 3254.329590
	Iteration 6F: 3 clusters Score -6053840 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -6056546.000000 Penalty: 3254.329590
	Iteration 7F: 3 clusters Score -6056546 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -6058963.500000 Penalty: 3254.329590
	Iteration 8F: 3 clusters Score -6058964 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -6060992.500000 Penalty: 3254.329590
	Iteration 9Q: 3 clusters Score -6060992 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -6062440.500000 Penalty: 3254.329590
	Iteration 10Q: 3 clusters Score -6062440 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -6063331.000000 Penalty: 3254.329590
	Iteration 11Q: 3 clusters Score -6063331 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -6063913.000000 Penalty: 3254.329590
	Iteration 12Q: 3 clusters Score -6063913 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -6064270.000000 Penalty: 3254.329590
	Iteration 13Q: 3 clusters Score -6064270 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -6064483.500000 Penalty: 3254.329590
	Iteration 14Q: 3 clusters Score -6064484 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -6064590.000000 Penalty: 3254.329590
	Iteration 15Q: 3 clusters Score -6064590 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -6064666.500000 Penalty: 3254.329590
	Iteration 16Q: 3 clusters Score -6064666 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -6064720.000000 Penalty: 3254.329590
	Iteration 17Q: 3 clusters Score -6064720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -6064738.000000 Penalty: 3254.329590
	Iteration 18Q: 3 clusters Score -6064738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -6064768.500000 Penalty: 3254.329590
	Iteration 19Q: 3 clusters Score -6064768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -6064789.000000 Penalty: 3254.329590
	Iteration 20F: 3 clusters Score -6064789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -6064813.000000 Penalty: 3254.329590
	Iteration 21Q: 3 clusters Score -6064813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -6064840.000000 Penalty: 3254.329590
	Iteration 22Q: 3 clusters Score -6064840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -6064858.500000 Penalty: 3254.329590
	Iteration 23Q: 3 clusters Score -6064858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -6064868.000000 Penalty: 3254.329590
	Iteration 24Q: 3 clusters Score -6064868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -6064881.000000 Penalty: 3254.329590
	Iteration 25Q: 3 clusters Score -6064881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -6064879.000000 Penalty: 3254.329590
	Iteration 26Q: 3 clusters Score -6064879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -6064888.500000 Penalty: 3254.329590
	Iteration 27Q: 3 clusters Score -6064888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -6064895.000000 Penalty: 3254.329590
	Iteration 28Q: 3 clusters Score -6064895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -6064894.000000 Penalty: 3254.329590
	Iteration 29Q: 3 clusters Score -6064894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -6064889.500000 Penalty: 3254.329590
	Iteration 30Q: 3 clusters Score -6064890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -6064889.500000 Penalty: 3254.329590
	Iteration 31F: 3 clusters Score -6064890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -83798.539062 Penalty: 999.429321
	Iteration 0F: 2 clusters Score -83798.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82659.148438 Penalty: 1998.858643
	Iteration 0F: 3 clusters Score -82659.15 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82914.070312 Penalty: 1998.858643
	Iteration 1F: 3 clusters Score -82914.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82982.039062 Penalty: 1998.858643
	Iteration 2F: 3 clusters Score -82982.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83011.046875 Penalty: 1998.858643
	Iteration 3Q: 3 clusters Score -83011.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83026.414062 Penalty: 1998.858643
	Iteration 4Q: 3 clusters Score -83026.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83041.226562 Penalty: 1998.858643
	Iteration 5Q: 3 clusters Score -83041.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83043.007812 Penalty: 1998.858643
	Iteration 6Q: 3 clusters Score -83043.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83044.507812 Penalty: 1998.858643
	Iteration 7Q: 3 clusters Score -83044.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83046.820312 Penalty: 1998.858643
	Iteration 8Q: 3 clusters Score -83046.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83046.820312 Penalty: 1998.858643
	Iteration 9F: 3 clusters Score -83046.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Entering Unmasked Estep 
Score: -2466648.500000 Penalty: 1488.172485
	Iteration 0F: 2 clusters Score -2466648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2452223.000000 Penalty: 2976.344971
	Iteration 0F: 3 clusters Score -2452223 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2457378.000000 Penalty: 2976.344971
	Iteration 1F: 3 clusters Score -2457378 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2457771.750000 Penalty: 2976.344971
	Iteration 2F: 3 clusters Score -2457772 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2458085.500000 Penalty: 2976.344971
	Iteration 3Q: 3 clusters Score -2458086 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2458354.750000 Penalty: 2976.344971
	Iteration 4Q: 3 clusters Score -2458355 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2458610.000000 Penalty: 2976.344971
	Iteration 5Q: 3 clusters Score -2458610 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2458841.250000 Penalty: 2976.344971
	Iteration 6Q: 3 clusters Score -2458841 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2459064.500000 Penalty: 2976.344971
	Iteration 7Q: 3 clusters Score -2459064 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2459286.750000 Penalty: 2976.344971
	Iteration 8Q: 3 clusters Score -2459287 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2459535.250000 Penalty: 2976.344971
	Iteration 9Q: 3 clusters Score -2459535 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2459813.750000 Penalty: 2976.344971
	Iteration 10Q: 3 clusters Score -2459814 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2460075.000000 Penalty: 2976.344971
	Iteration 11Q: 3 clusters Score -2460075 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2460362.750000 Penalty: 2976.344971
	Iteration 12Q: 3 clusters Score -2460363 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2460649.500000 Penalty: 2976.344971
	Iteration 13Q: 3 clusters Score -2460650 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2460980.000000 Penalty: 2976.344971
	Iteration 14Q: 3 clusters Score -2460980 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2461269.000000 Penalty: 2976.344971
	Iteration 15Q: 3 clusters Score -2461269 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2461530.000000 Penalty: 2976.344971
	Iteration 16Q: 3 clusters Score -2461530 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2461776.500000 Penalty: 2976.344971
	Iteration 17Q: 3 clusters Score -2461776 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2462042.750000 Penalty: 2976.344971
	Iteration 18Q: 3 clusters Score -2462043 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2462296.500000 Penalty: 2976.344971
	Iteration 19Q: 3 clusters Score -2462296 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2462571.250000 Penalty: 2976.344971
	Iteration 20F: 3 clusters Score -2462571 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2462867.250000 Penalty: 2976.344971
	Iteration 21Q: 3 clusters Score -2462867 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2463179.500000 Penalty: 2976.344971
	Iteration 22Q: 3 clusters Score -2463180 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2463500.250000 Penalty: 2976.344971
	Iteration 23Q: 3 clusters Score -2463500 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2463816.750000 Penalty: 2976.344971
	Iteration 24Q: 3 clusters Score -2463817 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2464111.250000 Penalty: 2976.344971
	Iteration 25Q: 3 clusters Score -2464111 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2464398.500000 Penalty: 2976.344971
	Iteration 26Q: 3 clusters Score -2464398 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2464621.000000 Penalty: 2976.344971
	Iteration 27Q: 3 clusters Score -2464621 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2464826.750000 Penalty: 2976.344971
	Iteration 28Q: 3 clusters Score -2464827 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2464996.250000 Penalty: 2976.344971
	Iteration 29Q: 3 clusters Score -2464996 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2465128.500000 Penalty: 2976.344971
	Iteration 30Q: 3 clusters Score -2465128 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2465264.250000 Penalty: 2976.344971
	Iteration 31Q: 3 clusters Score -2465264 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2465383.750000 Penalty: 2976.344971
	Iteration 32Q: 3 clusters Score -2465384 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2465474.250000 Penalty: 2976.344971
	Iteration 33Q: 3 clusters Score -2465474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2465552.750000 Penalty: 2976.344971
	Iteration 34Q: 3 clusters Score -2465553 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2465595.750000 Penalty: 2976.344971
	Iteration 35Q: 3 clusters Score -2465596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2465624.500000 Penalty: 2976.344971
	Iteration 36Q: 3 clusters Score -2465624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2465663.500000 Penalty: 2976.344971
	Iteration 37Q: 3 clusters Score -2465664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2465692.000000 Penalty: 2976.344971
	Iteration 38Q: 3 clusters Score -2465692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2465714.750000 Penalty: 2976.344971
	Iteration 39Q: 3 clusters Score -2465715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2465727.750000 Penalty: 2976.344971
	Iteration 40F: 3 clusters Score -2465728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2465746.750000 Penalty: 2976.344971
	Iteration 41Q: 3 clusters Score -2465747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2465760.500000 Penalty: 2976.344971
	Iteration 42Q: 3 clusters Score -2465760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2465765.750000 Penalty: 2976.344971
	Iteration 43Q: 3 clusters Score -2465766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2465776.500000 Penalty: 2976.344971
	Iteration 44Q: 3 clusters Score -2465776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2465783.000000 Penalty: 2976.344971
	Iteration 45Q: 3 clusters Score -2465783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2465786.500000 Penalty: 2976.344971
	Iteration 46Q: 3 clusters Score -2465786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2465793.750000 Penalty: 2976.344971
	Iteration 47Q: 3 clusters Score -2465794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2465796.250000 Penalty: 2976.344971
	Iteration 48Q: 3 clusters Score -2465796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2465802.000000 Penalty: 2976.344971
	Iteration 49Q: 3 clusters Score -2465802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2465803.500000 Penalty: 2976.344971
	Iteration 50Q: 3 clusters Score -2465804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2465806.750000 Penalty: 2976.344971
	Iteration 51Q: 3 clusters Score -2465807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2465811.500000 Penalty: 2976.344971
	Iteration 52Q: 3 clusters Score -2465812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2465812.250000 Penalty: 2976.344971
	Iteration 53Q: 3 clusters Score -2465812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2465813.750000 Penalty: 2976.344971
	Iteration 54Q: 3 clusters Score -2465814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2465815.250000 Penalty: 2976.344971
	Iteration 55Q: 3 clusters Score -2465815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2465815.500000 Penalty: 2976.344971
	Iteration 56Q: 3 clusters Score -2465816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2465814.250000 Penalty: 2976.344971
	Iteration 57Q: 3 clusters Score -2465814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2465814.250000 Penalty: 2976.344971
	Iteration 58F: 3 clusters Score -2465814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Entering Unmasked Estep 
Score: -4176247.250000 Penalty: 1566.985352
	Iteration 0F: 2 clusters Score -4176247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -4151857.250000 Penalty: 3133.970703
	Iteration 0F: 3 clusters Score -4151857 nChanged 17148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4161038.750000 Penalty: 3133.970703
	Iteration 1F: 3 clusters Score -4161039 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4161570.500000 Penalty: 3133.970703
	Iteration 2Q: 3 clusters Score -4161570 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4162038.250000 Penalty: 3133.970703
	Iteration 3Q: 3 clusters Score -4162038 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4162466.750000 Penalty: 3133.970703
	Iteration 4Q: 3 clusters Score -4162467 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4162843.750000 Penalty: 3133.970703
	Iteration 5Q: 3 clusters Score -4162844 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4163237.750000 Penalty: 3133.970703
	Iteration 6Q: 3 clusters Score -4163238 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -4163672.000000 Penalty: 3133.970703
	Iteration 7Q: 3 clusters Score -4163672 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -4164130.500000 Penalty: 3133.970703
	Iteration 8Q: 3 clusters Score -4164130 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4164719.500000 Penalty: 3133.970703
	Iteration 9Q: 3 clusters Score -4164720 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4165552.000000 Penalty: 3133.970703
	Iteration 10Q: 3 clusters Score -4165552 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -4166634.250000 Penalty: 3133.970703
	Iteration 11F: 3 clusters Score -4166634 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4167921.750000 Penalty: 3133.970703
	Iteration 12F: 3 clusters Score -4167922 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -4169453.250000 Penalty: 3133.970703
	Iteration 13F: 3 clusters Score -4169453 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -4171020.250000 Penalty: 3133.970703
	Iteration 14F: 3 clusters Score -4171020 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -4172304.750000 Penalty: 3133.970703
	Iteration 15Q: 3 clusters Score -4172305 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4173207.250000 Penalty: 3133.970703
	Iteration 16Q: 3 clusters Score -4173207 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4173768.500000 Penalty: 3133.970703
	Iteration 17Q: 3 clusters Score -4173768 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4174175.250000 Penalty: 3133.970703
	Iteration 18Q: 3 clusters Score -4174175 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4174400.250000 Penalty: 3133.970703
	Iteration 19Q: 3 clusters Score -4174400 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4174533.750000 Penalty: 3133.970703
	Iteration 20F: 3 clusters Score -4174534 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4174636.250000 Penalty: 3133.970703
	Iteration 21Q: 3 clusters Score -4174636 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4174719.250000 Penalty: 3133.970703
	Iteration 22Q: 3 clusters Score -4174719 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4174792.750000 Penalty: 3133.970703
	Iteration 23Q: 3 clusters Score -4174793 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4174845.000000 Penalty: 3133.970703
	Iteration 24Q: 3 clusters Score -4174845 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4174872.500000 Penalty: 3133.970703
	Iteration 25Q: 3 clusters Score -4174872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4174901.250000 Penalty: 3133.970703
	Iteration 26Q: 3 clusters Score -4174901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4174926.500000 Penalty: 3133.970703
	Iteration 27Q: 3 clusters Score -4174926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4174951.750000 Penalty: 3133.970703
	Iteration 28Q: 3 clusters Score -4174952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4174975.250000 Penalty: 3133.970703
	Iteration 29Q: 3 clusters Score -4174975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4174999.250000 Penalty: 3133.970703
	Iteration 30Q: 3 clusters Score -4174999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4175021.750000 Penalty: 3133.970703
	Iteration 31Q: 3 clusters Score -4175022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4175042.500000 Penalty: 3133.970703
	Iteration 32Q: 3 clusters Score -4175042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4175056.500000 Penalty: 3133.970703
	Iteration 33Q: 3 clusters Score -4175056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4175066.250000 Penalty: 3133.970703
	Iteration 34Q: 3 clusters Score -4175066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4175079.750000 Penalty: 3133.970703
	Iteration 35Q: 3 clusters Score -4175080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4175085.500000 Penalty: 3133.970703
	Iteration 36Q: 3 clusters Score -4175086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4175088.000000 Penalty: 3133.970703
	Iteration 37Q: 3 clusters Score -4175088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4175090.000000 Penalty: 3133.970703
	Iteration 38Q: 3 clusters Score -4175090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4175095.750000 Penalty: 3133.970703
	Iteration 39Q: 3 clusters Score -4175096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4175108.750000 Penalty: 3133.970703
	Iteration 40F: 3 clusters Score -4175109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4175106.750000 Penalty: 3133.970703
	Iteration 41Q: 3 clusters Score -4175107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4175112.000000 Penalty: 3133.970703
	Iteration 42Q: 3 clusters Score -4175112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4175115.000000 Penalty: 3133.970703
	Iteration 43Q: 3 clusters Score -4175115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4175115.000000 Penalty: 3133.970703
	Iteration 44F: 3 clusters Score -4175115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -712759.875000 Penalty: 1296.654419
	Iteration 0F: 2 clusters Score -712759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -708379.750000 Penalty: 2593.308838
	Iteration 0F: 3 clusters Score -708379.8 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -709659.062500 Penalty: 2593.308838
	Iteration 1F: 3 clusters Score -709659.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -709886.687500 Penalty: 2593.308838
	Iteration 2F: 3 clusters Score -709886.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -710022.562500 Penalty: 2593.308838
	Iteration 3Q: 3 clusters Score -710022.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -710121.062500 Penalty: 2593.308838
	Iteration 4Q: 3 clusters Score -710121.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -710202.562500 Penalty: 2593.308838
	Iteration 5Q: 3 clusters Score -710202.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -710269.000000 Penalty: 2593.308838
	Iteration 6Q: 3 clusters Score -710269 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -710311.437500 Penalty: 2593.308838
	Iteration 7Q: 3 clusters Score -710311.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -710348.437500 Penalty: 2593.308838
	Iteration 8Q: 3 clusters Score -710348.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -710377.250000 Penalty: 2593.308838
	Iteration 9Q: 3 clusters Score -710377.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -710400.937500 Penalty: 2593.308838
	Iteration 10Q: 3 clusters Score -710400.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -710419.500000 Penalty: 2593.308838
	Iteration 11Q: 3 clusters Score -710419.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -710438.187500 Penalty: 2593.308838
	Iteration 12Q: 3 clusters Score -710438.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -710453.500000 Penalty: 2593.308838
	Iteration 13Q: 3 clusters Score -710453.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -710464.500000 Penalty: 2593.308838
	Iteration 14Q: 3 clusters Score -710464.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -710472.437500 Penalty: 2593.308838
	Iteration 15Q: 3 clusters Score -710472.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -710484.500000 Penalty: 2593.308838
	Iteration 16Q: 3 clusters Score -710484.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -710498.687500 Penalty: 2593.308838
	Iteration 17Q: 3 clusters Score -710498.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -710512.687500 Penalty: 2593.308838
	Iteration 18Q: 3 clusters Score -710512.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -710524.625000 Penalty: 2593.308838
	Iteration 19Q: 3 clusters Score -710524.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -710533.375000 Penalty: 2593.308838
	Iteration 20F: 3 clusters Score -710533.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -710543.250000 Penalty: 2593.308838
	Iteration 21Q: 3 clusters Score -710543.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -710553.250000 Penalty: 2593.308838
	Iteration 22Q: 3 clusters Score -710553.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -710562.500000 Penalty: 2593.308838
	Iteration 23Q: 3 clusters Score -710562.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -710572.750000 Penalty: 2593.308838
	Iteration 24Q: 3 clusters Score -710572.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -710580.562500 Penalty: 2593.308838
	Iteration 25Q: 3 clusters Score -710580.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -710586.062500 Penalty: 2593.308838
	Iteration 26Q: 3 clusters Score -710586.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -710593.812500 Penalty: 2593.308838
	Iteration 27Q: 3 clusters Score -710593.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -710599.687500 Penalty: 2593.308838
	Iteration 28Q: 3 clusters Score -710599.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -710604.625000 Penalty: 2593.308838
	Iteration 29Q: 3 clusters Score -710604.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -710610.500000 Penalty: 2593.308838
	Iteration 30Q: 3 clusters Score -710610.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -710616.625000 Penalty: 2593.308838
	Iteration 31Q: 3 clusters Score -710616.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -710622.062500 Penalty: 2593.308838
	Iteration 32Q: 3 clusters Score -710622.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -710627.687500 Penalty: 2593.308838
	Iteration 33Q: 3 clusters Score -710627.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -710633.312500 Penalty: 2593.308838
	Iteration 34Q: 3 clusters Score -710633.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -710635.250000 Penalty: 2593.308838
	Iteration 35Q: 3 clusters Score -710635.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -710640.750000 Penalty: 2593.308838
	Iteration 36Q: 3 clusters Score -710640.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -710643.750000 Penalty: 2593.308838
	Iteration 37Q: 3 clusters Score -710643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -710645.375000 Penalty: 2593.308838
	Iteration 38Q: 3 clusters Score -710645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -710647.062500 Penalty: 2593.308838
	Iteration 39Q: 3 clusters Score -710647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -710651.312500 Penalty: 2593.308838
	Iteration 40F: 3 clusters Score -710651.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -710654.000000 Penalty: 2593.308838
	Iteration 41Q: 3 clusters Score -710654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -710658.062500 Penalty: 2593.308838
	Iteration 42Q: 3 clusters Score -710658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -710658.750000 Penalty: 2593.308838
	Iteration 43Q: 3 clusters Score -710658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -710659.562500 Penalty: 2593.308838
	Iteration 44Q: 3 clusters Score -710659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -710660.312500 Penalty: 2593.308838
	Iteration 45Q: 3 clusters Score -710660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -710663.750000 Penalty: 2593.308838
	Iteration 46Q: 3 clusters Score -710663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -710663.312500 Penalty: 2593.308838
	Iteration 47Q: 3 clusters Score -710663.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -710666.437500 Penalty: 2593.308838
	Iteration 48Q: 3 clusters Score -710666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -710667.312500 Penalty: 2593.308838
	Iteration 49Q: 3 clusters Score -710667.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -710671.000000 Penalty: 2593.308838
	Iteration 50Q: 3 clusters Score -710671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -710674.625000 Penalty: 2593.308838
	Iteration 51Q: 3 clusters Score -710674.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -710674.500000 Penalty: 2593.308838
	Iteration 52Q: 3 clusters Score -710674.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -710678.250000 Penalty: 2593.308838
	Iteration 53Q: 3 clusters Score -710678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -710682.250000 Penalty: 2593.308838
	Iteration 54Q: 3 clusters Score -710682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -710683.687500 Penalty: 2593.308838
	Iteration 55Q: 3 clusters Score -710683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -710687.250000 Penalty: 2593.308838
	Iteration 56Q: 3 clusters Score -710687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -710688.687500 Penalty: 2593.308838
	Iteration 57Q: 3 clusters Score -710688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -710688.875000 Penalty: 2593.308838
	Iteration 58Q: 3 clusters Score -710688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -710690.750000 Penalty: 2593.308838
	Iteration 59Q: 3 clusters Score -710690.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -710692.875000 Penalty: 2593.308838
	Iteration 60F: 3 clusters Score -710692.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -710694.187500 Penalty: 2593.308838
	Iteration 61Q: 3 clusters Score -710694.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -710699.375000 Penalty: 2593.308838
	Iteration 62Q: 3 clusters Score -710699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -710701.312500 Penalty: 2593.308838
	Iteration 63Q: 3 clusters Score -710701.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -710701.000000 Penalty: 2593.308838
	Iteration 64Q: 3 clusters Score -710701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -710702.187500 Penalty: 2593.308838
	Iteration 65Q: 3 clusters Score -710702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -710702.375000 Penalty: 2593.308838
	Iteration 66Q: 3 clusters Score -710702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -710704.437500 Penalty: 2593.308838
	Iteration 67Q: 3 clusters Score -710704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -710706.437500 Penalty: 2593.308838
	Iteration 68Q: 3 clusters Score -710706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -710708.437500 Penalty: 2593.308838
	Iteration 69Q: 3 clusters Score -710708.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -710710.687500 Penalty: 2593.308838
	Iteration 70Q: 3 clusters Score -710710.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -710717.437500 Penalty: 2593.308838
	Iteration 71Q: 3 clusters Score -710717.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -710719.625000 Penalty: 2593.308838
	Iteration 72Q: 3 clusters Score -710719.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -710727.687500 Penalty: 2593.308838
	Iteration 73Q: 3 clusters Score -710727.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -710731.250000 Penalty: 2593.308838
	Iteration 74Q: 3 clusters Score -710731.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -710736.687500 Penalty: 2593.308838
	Iteration 75Q: 3 clusters Score -710736.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -710741.500000 Penalty: 2593.308838
	Iteration 76Q: 3 clusters Score -710741.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -710748.625000 Penalty: 2593.308838
	Iteration 77Q: 3 clusters Score -710748.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -710755.125000 Penalty: 2593.308838
	Iteration 78Q: 3 clusters Score -710755.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -710764.562500 Penalty: 2593.308838
	Iteration 79Q: 3 clusters Score -710764.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -710780.187500 Penalty: 2593.308838
	Iteration 80F: 3 clusters Score -710780.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -710794.125000 Penalty: 2593.308838
	Iteration 81Q: 3 clusters Score -710794.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -710809.562500 Penalty: 2593.308838
	Iteration 82Q: 3 clusters Score -710809.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -710830.625000 Penalty: 2593.308838
	Iteration 83Q: 3 clusters Score -710830.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -710851.562500 Penalty: 2593.308838
	Iteration 84Q: 3 clusters Score -710851.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -710876.125000 Penalty: 2593.308838
	Iteration 85Q: 3 clusters Score -710876.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -710898.687500 Penalty: 2593.308838
	Iteration 86Q: 3 clusters Score -710898.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -710923.250000 Penalty: 2593.308838
	Iteration 87Q: 3 clusters Score -710923.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -710950.875000 Penalty: 2593.308838
	Iteration 88Q: 3 clusters Score -710950.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -710978.562500 Penalty: 2593.308838
	Iteration 89Q: 3 clusters Score -710978.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -711012.312500 Penalty: 2593.308838
	Iteration 90Q: 3 clusters Score -711012.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -711043.250000 Penalty: 2593.308838
	Iteration 91Q: 3 clusters Score -711043.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -711074.312500 Penalty: 2593.308838
	Iteration 92Q: 3 clusters Score -711074.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -711113.875000 Penalty: 2593.308838
	Iteration 93Q: 3 clusters Score -711113.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -711149.750000 Penalty: 2593.308838
	Iteration 94Q: 3 clusters Score -711149.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -711197.625000 Penalty: 2593.308838
	Iteration 95Q: 3 clusters Score -711197.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -711237.875000 Penalty: 2593.308838
	Iteration 96Q: 3 clusters Score -711237.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -711276.625000 Penalty: 2593.308838
	Iteration 97Q: 3 clusters Score -711276.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -711327.437500 Penalty: 2593.308838
	Iteration 98Q: 3 clusters Score -711327.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -711376.812500 Penalty: 2593.308838
	Iteration 99Q: 3 clusters Score -711376.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -711424.750000 Penalty: 2593.308838
	Iteration 100F: 3 clusters Score -711424.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -711469.750000 Penalty: 2593.308838
	Iteration 101Q: 3 clusters Score -711469.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -711502.000000 Penalty: 2593.308838
	Iteration 102Q: 3 clusters Score -711502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -711526.375000 Penalty: 2593.308838
	Iteration 103Q: 3 clusters Score -711526.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -711545.250000 Penalty: 2593.308838
	Iteration 104Q: 3 clusters Score -711545.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -711567.562500 Penalty: 2593.308838
	Iteration 105Q: 3 clusters Score -711567.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -711589.750000 Penalty: 2593.308838
	Iteration 106Q: 3 clusters Score -711589.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -711607.937500 Penalty: 2593.308838
	Iteration 107Q: 3 clusters Score -711607.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -711627.375000 Penalty: 2593.308838
	Iteration 108Q: 3 clusters Score -711627.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -711647.312500 Penalty: 2593.308838
	Iteration 109Q: 3 clusters Score -711647.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -711658.937500 Penalty: 2593.308838
	Iteration 110Q: 3 clusters Score -711658.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -711674.375000 Penalty: 2593.308838
	Iteration 111Q: 3 clusters Score -711674.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -711682.312500 Penalty: 2593.308838
	Iteration 112Q: 3 clusters Score -711682.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -711690.937500 Penalty: 2593.308838
	Iteration 113Q: 3 clusters Score -711690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -711699.000000 Penalty: 2593.308838
	Iteration 114Q: 3 clusters Score -711699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -711707.125000 Penalty: 2593.308838
	Iteration 115Q: 3 clusters Score -711707.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -711721.937500 Penalty: 2593.308838
	Iteration 116Q: 3 clusters Score -711721.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -711730.250000 Penalty: 2593.308838
	Iteration 117Q: 3 clusters Score -711730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -711735.250000 Penalty: 2593.308838
	Iteration 118Q: 3 clusters Score -711735.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -711740.312500 Penalty: 2593.308838
	Iteration 119Q: 3 clusters Score -711740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -711743.562500 Penalty: 2593.308838
	Iteration 120F: 3 clusters Score -711743.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -186253.656250 Penalty: 1109.434448
	Iteration 0F: 2 clusters Score -186253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184586.140625 Penalty: 2218.868896
	Iteration 0F: 3 clusters Score -184586.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -184999.859375 Penalty: 2218.868896
	Iteration 1F: 3 clusters Score -184999.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -185108.250000 Penalty: 2218.868896
	Iteration 2F: 3 clusters Score -185108.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -185153.265625 Penalty: 2218.868896
	Iteration 3Q: 3 clusters Score -185153.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -185183.656250 Penalty: 2218.868896
	Iteration 4Q: 3 clusters Score -185183.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -185212.437500 Penalty: 2218.868896
	Iteration 5Q: 3 clusters Score -185212.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -185226.328125 Penalty: 2218.868896
	Iteration 6Q: 3 clusters Score -185226.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -185241.546875 Penalty: 2218.868896
	Iteration 7Q: 3 clusters Score -185241.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -185253.640625 Penalty: 2218.868896
	Iteration 8Q: 3 clusters Score -185253.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -185263.078125 Penalty: 2218.868896
	Iteration 9Q: 3 clusters Score -185263.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -185273.296875 Penalty: 2218.868896
	Iteration 10Q: 3 clusters Score -185273.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -185279.578125 Penalty: 2218.868896
	Iteration 11Q: 3 clusters Score -185279.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -185286.062500 Penalty: 2218.868896
	Iteration 12Q: 3 clusters Score -185286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -185290.000000 Penalty: 2218.868896
	Iteration 13Q: 3 clusters Score -185290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -185295.093750 Penalty: 2218.868896
	Iteration 14Q: 3 clusters Score -185295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -185300.234375 Penalty: 2218.868896
	Iteration 15Q: 3 clusters Score -185300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -185304.375000 Penalty: 2218.868896
	Iteration 16Q: 3 clusters Score -185304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -185305.859375 Penalty: 2218.868896
	Iteration 17Q: 3 clusters Score -185305.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -185309.046875 Penalty: 2218.868896
	Iteration 18Q: 3 clusters Score -185309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -185312.000000 Penalty: 2218.868896
	Iteration 19Q: 3 clusters Score -185312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -185314.375000 Penalty: 2218.868896
	Iteration 20F: 3 clusters Score -185314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -185314.843750 Penalty: 2218.868896
	Iteration 21Q: 3 clusters Score -185314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -185314.843750 Penalty: 2218.868896
	Iteration 22F: 3 clusters Score -185314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Entering Unmasked Estep 
Score: -1688168.000000 Penalty: 1431.741699
	Iteration 0F: 2 clusters Score -1688168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1678189.625000 Penalty: 2863.483398
	Iteration 0F: 3 clusters Score -1678190 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1681595.000000 Penalty: 2863.483398
	Iteration 1F: 3 clusters Score -1681595 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1681987.000000 Penalty: 2863.483398
	Iteration 2F: 3 clusters Score -1681987 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1682295.500000 Penalty: 2863.483398
	Iteration 3Q: 3 clusters Score -1682296 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1682546.750000 Penalty: 2863.483398
	Iteration 4Q: 3 clusters Score -1682547 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1682784.625000 Penalty: 2863.483398
	Iteration 5Q: 3 clusters Score -1682785 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1682994.750000 Penalty: 2863.483398
	Iteration 6Q: 3 clusters Score -1682995 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1683217.500000 Penalty: 2863.483398
	Iteration 7Q: 3 clusters Score -1683218 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1683425.500000 Penalty: 2863.483398
	Iteration 8Q: 3 clusters Score -1683426 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1683634.875000 Penalty: 2863.483398
	Iteration 9Q: 3 clusters Score -1683635 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1683877.125000 Penalty: 2863.483398
	Iteration 10Q: 3 clusters Score -1683877 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1684086.750000 Penalty: 2863.483398
	Iteration 11Q: 3 clusters Score -1684087 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1684293.000000 Penalty: 2863.483398
	Iteration 12Q: 3 clusters Score -1684293 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1684506.500000 Penalty: 2863.483398
	Iteration 13Q: 3 clusters Score -1684506 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1684707.250000 Penalty: 2863.483398
	Iteration 14Q: 3 clusters Score -1684707 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1684892.000000 Penalty: 2863.483398
	Iteration 15Q: 3 clusters Score -1684892 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1685084.250000 Penalty: 2863.483398
	Iteration 16Q: 3 clusters Score -1685084 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1685260.500000 Penalty: 2863.483398
	Iteration 17Q: 3 clusters Score -1685260 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1685463.000000 Penalty: 2863.483398
	Iteration 18Q: 3 clusters Score -1685463 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1685661.250000 Penalty: 2863.483398
	Iteration 19Q: 3 clusters Score -1685661 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1685862.000000 Penalty: 2863.483398
	Iteration 20F: 3 clusters Score -1685862 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1686043.625000 Penalty: 2863.483398
	Iteration 21Q: 3 clusters Score -1686044 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1686212.500000 Penalty: 2863.483398
	Iteration 22Q: 3 clusters Score -1686212 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1686372.875000 Penalty: 2863.483398
	Iteration 23Q: 3 clusters Score -1686373 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1686531.250000 Penalty: 2863.483398
	Iteration 24Q: 3 clusters Score -1686531 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1686651.500000 Penalty: 2863.483398
	Iteration 25Q: 3 clusters Score -1686652 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1686756.625000 Penalty: 2863.483398
	Iteration 26Q: 3 clusters Score -1686757 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1686846.000000 Penalty: 2863.483398
	Iteration 27Q: 3 clusters Score -1686846 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1686918.250000 Penalty: 2863.483398
	Iteration 28Q: 3 clusters Score -1686918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1686962.625000 Penalty: 2863.483398
	Iteration 29Q: 3 clusters Score -1686963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1686998.750000 Penalty: 2863.483398
	Iteration 30Q: 3 clusters Score -1686999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1687031.000000 Penalty: 2863.483398
	Iteration 31Q: 3 clusters Score -1687031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1687063.125000 Penalty: 2863.483398
	Iteration 32Q: 3 clusters Score -1687063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1687089.000000 Penalty: 2863.483398
	Iteration 33Q: 3 clusters Score -1687089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1687115.750000 Penalty: 2863.483398
	Iteration 34Q: 3 clusters Score -1687116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1687129.875000 Penalty: 2863.483398
	Iteration 35Q: 3 clusters Score -1687130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1687134.750000 Penalty: 2863.483398
	Iteration 36Q: 3 clusters Score -1687135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1687140.500000 Penalty: 2863.483398
	Iteration 37Q: 3 clusters Score -1687140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1687158.500000 Penalty: 2863.483398
	Iteration 38Q: 3 clusters Score -1687158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1687175.500000 Penalty: 2863.483398
	Iteration 39Q: 3 clusters Score -1687176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1687182.625000 Penalty: 2863.483398
	Iteration 40F: 3 clusters Score -1687183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1687189.625000 Penalty: 2863.483398
	Iteration 41Q: 3 clusters Score -1687190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1687190.875000 Penalty: 2863.483398
	Iteration 42Q: 3 clusters Score -1687191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1687194.000000 Penalty: 2863.483398
	Iteration 43Q: 3 clusters Score -1687194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1687198.000000 Penalty: 2863.483398
	Iteration 44Q: 3 clusters Score -1687198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1687201.625000 Penalty: 2863.483398
	Iteration 45Q: 3 clusters Score -1687202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1687210.500000 Penalty: 2863.483398
	Iteration 46Q: 3 clusters Score -1687210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1687220.250000 Penalty: 2863.483398
	Iteration 47Q: 3 clusters Score -1687220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1687221.750000 Penalty: 2863.483398
	Iteration 48Q: 3 clusters Score -1687222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1687225.500000 Penalty: 2863.483398
	Iteration 49Q: 3 clusters Score -1687226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1687226.125000 Penalty: 2863.483398
	Iteration 50Q: 3 clusters Score -1687226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1687228.375000 Penalty: 2863.483398
	Iteration 51Q: 3 clusters Score -1687228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1687230.625000 Penalty: 2863.483398
	Iteration 52Q: 3 clusters Score -1687231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1687233.250000 Penalty: 2863.483398
	Iteration 53Q: 3 clusters Score -1687233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1687240.250000 Penalty: 2863.483398
	Iteration 54Q: 3 clusters Score -1687240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1687238.750000 Penalty: 2863.483398
	Iteration 55Q: 3 clusters Score -1687239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1687238.750000 Penalty: 2863.483398
	Iteration 56Q: 3 clusters Score -1687239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1687244.000000 Penalty: 2863.483398
	Iteration 57Q: 3 clusters Score -1687244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1687244.625000 Penalty: 2863.483398
	Iteration 58Q: 3 clusters Score -1687245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1687245.625000 Penalty: 2863.483398
	Iteration 59Q: 3 clusters Score -1687246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1687248.000000 Penalty: 2863.483398
	Iteration 60F: 3 clusters Score -1687248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1687247.125000 Penalty: 2863.483398
	Iteration 61Q: 3 clusters Score -1687247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1687251.000000 Penalty: 2863.483398
	Iteration 62Q: 3 clusters Score -1687251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1687256.000000 Penalty: 2863.483398
	Iteration 63Q: 3 clusters Score -1687256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1687258.875000 Penalty: 2863.483398
	Iteration 64Q: 3 clusters Score -1687259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1687261.375000 Penalty: 2863.483398
	Iteration 65Q: 3 clusters Score -1687261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1687265.500000 Penalty: 2863.483398
	Iteration 66Q: 3 clusters Score -1687266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1687266.625000 Penalty: 2863.483398
	Iteration 67Q: 3 clusters Score -1687267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1687269.000000 Penalty: 2863.483398
	Iteration 68Q: 3 clusters Score -1687269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1687267.000000 Penalty: 2863.483398
	Iteration 69Q: 3 clusters Score -1687267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1687268.750000 Penalty: 2863.483398
	Iteration 70Q: 3 clusters Score -1687269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1687270.000000 Penalty: 2863.483398
	Iteration 71Q: 3 clusters Score -1687270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1687270.875000 Penalty: 2863.483398
	Iteration 72Q: 3 clusters Score -1687271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1687272.000000 Penalty: 2863.483398
	Iteration 73Q: 3 clusters Score -1687272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1687274.375000 Penalty: 2863.483398
	Iteration 74Q: 3 clusters Score -1687274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1687277.375000 Penalty: 2863.483398
	Iteration 75Q: 3 clusters Score -1687277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1687275.125000 Penalty: 2863.483398
	Iteration 76Q: 3 clusters Score -1687275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1687277.000000 Penalty: 2863.483398
	Iteration 77Q: 3 clusters Score -1687277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1687277.000000 Penalty: 2863.483398
	Iteration 78F: 3 clusters Score -1687277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Entering Unmasked Estep 
Score: -2975890.750000 Penalty: 1516.375366
	Iteration 0F: 2 clusters Score -2975891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2958650.000000 Penalty: 3032.750732
	Iteration 0F: 3 clusters Score -2958650 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2965348.250000 Penalty: 3032.750732
	Iteration 1F: 3 clusters Score -2965348 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2965978.000000 Penalty: 3032.750732
	Iteration 2F: 3 clusters Score -2965978 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2966520.000000 Penalty: 3032.750732
	Iteration 3F: 3 clusters Score -2966520 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2967055.750000 Penalty: 3032.750732
	Iteration 4Q: 3 clusters Score -2967056 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2967568.000000 Penalty: 3032.750732
	Iteration 5Q: 3 clusters Score -2967568 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2968022.000000 Penalty: 3032.750732
	Iteration 6Q: 3 clusters Score -2968022 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2968394.000000 Penalty: 3032.750732
	Iteration 7Q: 3 clusters Score -2968394 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2968764.250000 Penalty: 3032.750732
	Iteration 8Q: 3 clusters Score -2968764 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2969103.000000 Penalty: 3032.750732
	Iteration 9Q: 3 clusters Score -2969103 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2969454.750000 Penalty: 3032.750732
	Iteration 10Q: 3 clusters Score -2969455 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2969841.250000 Penalty: 3032.750732
	Iteration 11Q: 3 clusters Score -2969841 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2970282.000000 Penalty: 3032.750732
	Iteration 12Q: 3 clusters Score -2970282 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2970732.000000 Penalty: 3032.750732
	Iteration 13Q: 3 clusters Score -2970732 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2971197.250000 Penalty: 3032.750732
	Iteration 14Q: 3 clusters Score -2971197 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2971728.250000 Penalty: 3032.750732
	Iteration 15Q: 3 clusters Score -2971728 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2972114.250000 Penalty: 3032.750732
	Iteration 16Q: 3 clusters Score -2972114 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2972420.250000 Penalty: 3032.750732
	Iteration 17Q: 3 clusters Score -2972420 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2972655.250000 Penalty: 3032.750732
	Iteration 18Q: 3 clusters Score -2972655 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2972852.750000 Penalty: 3032.750732
	Iteration 19Q: 3 clusters Score -2972853 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2973015.750000 Penalty: 3032.750732
	Iteration 20F: 3 clusters Score -2973016 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2973121.500000 Penalty: 3032.750732
	Iteration 21Q: 3 clusters Score -2973122 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2973201.250000 Penalty: 3032.750732
	Iteration 22Q: 3 clusters Score -2973201 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2973284.000000 Penalty: 3032.750732
	Iteration 23Q: 3 clusters Score -2973284 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2973345.250000 Penalty: 3032.750732
	Iteration 24Q: 3 clusters Score -2973345 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2973424.750000 Penalty: 3032.750732
	Iteration 25Q: 3 clusters Score -2973425 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2973489.750000 Penalty: 3032.750732
	Iteration 26Q: 3 clusters Score -2973490 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2973562.750000 Penalty: 3032.750732
	Iteration 27Q: 3 clusters Score -2973563 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2973643.500000 Penalty: 3032.750732
	Iteration 28Q: 3 clusters Score -2973644 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2973719.000000 Penalty: 3032.750732
	Iteration 29Q: 3 clusters Score -2973719 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2973779.500000 Penalty: 3032.750732
	Iteration 30Q: 3 clusters Score -2973780 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2973844.250000 Penalty: 3032.750732
	Iteration 31Q: 3 clusters Score -2973844 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2973919.500000 Penalty: 3032.750732
	Iteration 32Q: 3 clusters Score -2973920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2973994.000000 Penalty: 3032.750732
	Iteration 33Q: 3 clusters Score -2973994 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2974050.750000 Penalty: 3032.750732
	Iteration 34Q: 3 clusters Score -2974051 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2974113.750000 Penalty: 3032.750732
	Iteration 35Q: 3 clusters Score -2974114 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2974165.750000 Penalty: 3032.750732
	Iteration 36Q: 3 clusters Score -2974166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2974216.750000 Penalty: 3032.750732
	Iteration 37Q: 3 clusters Score -2974217 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2974261.750000 Penalty: 3032.750732
	Iteration 38Q: 3 clusters Score -2974262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2974309.250000 Penalty: 3032.750732
	Iteration 39Q: 3 clusters Score -2974309 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2974342.000000 Penalty: 3032.750732
	Iteration 40F: 3 clusters Score -2974342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2974367.750000 Penalty: 3032.750732
	Iteration 41Q: 3 clusters Score -2974368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2974400.750000 Penalty: 3032.750732
	Iteration 42Q: 3 clusters Score -2974401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2974426.000000 Penalty: 3032.750732
	Iteration 43Q: 3 clusters Score -2974426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2974447.500000 Penalty: 3032.750732
	Iteration 44Q: 3 clusters Score -2974448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2974480.000000 Penalty: 3032.750732
	Iteration 45Q: 3 clusters Score -2974480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2974490.750000 Penalty: 3032.750732
	Iteration 46Q: 3 clusters Score -2974491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2974506.500000 Penalty: 3032.750732
	Iteration 47Q: 3 clusters Score -2974506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2974520.000000 Penalty: 3032.750732
	Iteration 48Q: 3 clusters Score -2974520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2974528.250000 Penalty: 3032.750732
	Iteration 49Q: 3 clusters Score -2974528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2974533.750000 Penalty: 3032.750732
	Iteration 50Q: 3 clusters Score -2974534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2974532.250000 Penalty: 3032.750732
	Iteration 51Q: 3 clusters Score -2974532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2974538.500000 Penalty: 3032.750732
	Iteration 52Q: 3 clusters Score -2974538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2974545.000000 Penalty: 3032.750732
	Iteration 53Q: 3 clusters Score -2974545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2974555.500000 Penalty: 3032.750732
	Iteration 54Q: 3 clusters Score -2974556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2974551.250000 Penalty: 3032.750732
	Iteration 55Q: 3 clusters Score -2974551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2974554.250000 Penalty: 3032.750732
	Iteration 56Q: 3 clusters Score -2974554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2974555.750000 Penalty: 3032.750732
	Iteration 57Q: 3 clusters Score -2974556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2974556.000000 Penalty: 3032.750732
	Iteration 58Q: 3 clusters Score -2974556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2974557.750000 Penalty: 3032.750732
	Iteration 59Q: 3 clusters Score -2974558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2974557.750000 Penalty: 3032.750732
	Iteration 60F: 3 clusters Score -2974558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19748 members 
Mstep: Class 6 contains 93423 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56120 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37452 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956440.000000 Penalty: 60297.722656
Iteration 159Q: 31 clusters Score -7.895644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19747 members 
Mstep: Class 6 contains 93419 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 38141 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56110 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37452 members 
Mstep: Class 27 contains 6099 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956432.000000 Penalty: 60297.722656
Iteration 160F: 31 clusters Score -7.895643e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19744 members 
Mstep: Class 6 contains 93418 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29903 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56104 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37453 members 
Mstep: Class 27 contains 6104 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956424.000000 Penalty: 60297.722656
Iteration 161Q: 31 clusters Score -7.895642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 93419 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10670 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56098 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37454 members 
Mstep: Class 27 contains 6108 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956472.000000 Penalty: 60297.722656
Iteration 162Q: 31 clusters Score -7.895647e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 93415 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10671 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29903 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56084 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37454 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956448.000000 Penalty: 60297.722656
Iteration 163Q: 31 clusters Score -7.895645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 93414 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10673 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29904 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56080 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37454 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956440.000000 Penalty: 60297.722656
Iteration 164Q: 31 clusters Score -7.895644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 93411 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10676 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56077 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6130 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956408.000000 Penalty: 60297.722656
Iteration 165Q: 31 clusters Score -7.895641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 93407 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10678 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 56075 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6134 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956400.000000 Penalty: 60297.722656
Iteration 166Q: 31 clusters Score -7.89564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 93406 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 56068 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6138 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956408.000000 Penalty: 60297.722656
Iteration 167Q: 31 clusters Score -7.895641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 93402 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10687 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 56067 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6139 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956384.000000 Penalty: 60297.722656
Iteration 168Q: 31 clusters Score -7.895638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19743 members 
Mstep: Class 6 contains 93405 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10690 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 56062 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6139 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956392.000000 Penalty: 60297.722656
Iteration 169Q: 31 clusters Score -7.895639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 93406 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10691 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 56059 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6141 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956432.000000 Penalty: 60297.722656
Iteration 170Q: 31 clusters Score -7.895643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 93408 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10693 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1720 members 
Mstep: Class 23 contains 56051 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956440.000000 Penalty: 60297.722656
Iteration 171Q: 31 clusters Score -7.895644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 93411 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10697 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29901 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1718 members 
Mstep: Class 23 contains 56041 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6152 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956416.000000 Penalty: 60297.722656
Iteration 172Q: 31 clusters Score -7.895642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 93412 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10701 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29901 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 56029 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6161 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956424.000000 Penalty: 60297.722656
Iteration 173Q: 31 clusters Score -7.895642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 93413 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10708 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29902 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 38146 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 56016 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6165 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956400.000000 Penalty: 60297.722656
Iteration 174Q: 31 clusters Score -7.89564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 93416 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10716 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29905 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 38146 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 55997 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6171 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956440.000000 Penalty: 60297.722656
Iteration 175Q: 31 clusters Score -7.895644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 93412 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29911 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1712 members 
Mstep: Class 23 contains 55985 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6180 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956392.000000 Penalty: 60297.722656
Iteration 176Q: 31 clusters Score -7.895639e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19742 members 
Mstep: Class 6 contains 93409 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29915 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 55986 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37455 members 
Mstep: Class 27 contains 6181 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956392.000000 Penalty: 60297.722656
Iteration 177Q: 31 clusters Score -7.895639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19740 members 
Mstep: Class 6 contains 93406 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10724 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29917 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 55982 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37456 members 
Mstep: Class 27 contains 6186 members 
Mstep: Class 28 contains 1732 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956384.000000 Penalty: 60297.722656
Iteration 178Q: 31 clusters Score -7.895638e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19739 members 
Mstep: Class 6 contains 93411 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40738 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29917 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 38142 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40219 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 55970 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37457 members 
Mstep: Class 27 contains 6196 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15092 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956464.000000 Penalty: 60297.722656
Iteration 179Q: 31 clusters Score -7.895646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19734 members 
Mstep: Class 6 contains 93418 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10725 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3271 members 
Mstep: Class 19 contains 38141 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 55958 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37457 members 
Mstep: Class 27 contains 6200 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956416.000000 Penalty: 60297.722656
Iteration 180F: 31 clusters Score -7.895642e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19731 members 
Mstep: Class 6 contains 93419 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29926 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3274 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 55958 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37457 members 
Mstep: Class 27 contains 6201 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956416.000000 Penalty: 60297.722656
Iteration 181Q: 31 clusters Score -7.895642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93423 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29926 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1695 members 
Mstep: Class 23 contains 55959 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37458 members 
Mstep: Class 27 contains 6201 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956448.000000 Penalty: 60297.722656
Iteration 182Q: 31 clusters Score -7.895645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93426 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29927 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 55954 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37458 members 
Mstep: Class 27 contains 6199 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956408.000000 Penalty: 60297.722656
Iteration 183Q: 31 clusters Score -7.895641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93428 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10728 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29930 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1686 members 
Mstep: Class 23 contains 55944 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37458 members 
Mstep: Class 27 contains 6200 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956432.000000 Penalty: 60297.722656
Iteration 184Q: 31 clusters Score -7.895643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19729 members 
Mstep: Class 6 contains 93430 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10737 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29932 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 55943 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37458 members 
Mstep: Class 27 contains 6195 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956424.000000 Penalty: 60297.722656
Iteration 185Q: 31 clusters Score -7.895642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19729 members 
Mstep: Class 6 contains 93431 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10745 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29932 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 55935 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37459 members 
Mstep: Class 27 contains 6194 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956376.000000 Penalty: 60297.722656
Iteration 186Q: 31 clusters Score -7.895638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19729 members 
Mstep: Class 6 contains 93434 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10748 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29934 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 55929 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37460 members 
Mstep: Class 27 contains 6193 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956360.000000 Penalty: 60297.722656
Iteration 187Q: 31 clusters Score -7.895636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19729 members 
Mstep: Class 6 contains 93438 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10755 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 55920 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37460 members 
Mstep: Class 27 contains 6193 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956408.000000 Penalty: 60297.722656
Iteration 188Q: 31 clusters Score -7.895641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93441 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10759 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29932 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 55914 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37461 members 
Mstep: Class 27 contains 6193 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956336.000000 Penalty: 60297.722656
Iteration 189Q: 31 clusters Score -7.895634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93443 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10761 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29931 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 55912 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37462 members 
Mstep: Class 27 contains 6191 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956360.000000 Penalty: 60297.722656
Iteration 190Q: 31 clusters Score -7.895636e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93443 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10765 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29930 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 55907 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37463 members 
Mstep: Class 27 contains 6191 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956360.000000 Penalty: 60297.722656
Iteration 191Q: 31 clusters Score -7.895636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93446 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10768 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29931 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 55899 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6191 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956400.000000 Penalty: 60297.722656
Iteration 192Q: 31 clusters Score -7.89564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93449 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10772 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29931 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1680 members 
Mstep: Class 23 contains 55891 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6191 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956400.000000 Penalty: 60297.722656
Iteration 193Q: 31 clusters Score -7.89564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93452 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10777 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29931 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 55882 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6191 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956376.000000 Penalty: 60297.722656
Iteration 194Q: 31 clusters Score -7.895638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93454 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10775 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 55879 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956384.000000 Penalty: 60297.722656
Iteration 195Q: 31 clusters Score -7.895638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93455 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29935 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 55880 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956416.000000 Penalty: 60297.722656
Iteration 196Q: 31 clusters Score -7.895642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93456 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10773 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29935 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 55877 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956408.000000 Penalty: 60297.722656
Iteration 197Q: 31 clusters Score -7.895641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93456 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10774 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29935 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 55876 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956376.000000 Penalty: 60297.722656
Iteration 198Q: 31 clusters Score -7.895638e+07 nChanged 8
Entering ConstructFrom: 
Score: -78956376.000000 Penalty: 60297.722656
Entering ConstructFrom: 
Trying to split cluster 1 (65402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Entering Unmasked Estep 
Score: -7162577.000000 Penalty: 1649.940308
	Iteration 0F: 2 clusters Score -7162577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -7119758.000000 Penalty: 3299.880615
	Iteration 0F: 3 clusters Score -7119758 nChanged 30621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -7137219.500000 Penalty: 3299.880615
	Iteration 1F: 3 clusters Score -7137220 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -7138287.500000 Penalty: 3299.880615
	Iteration 2Q: 3 clusters Score -7138288 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -7139748.000000 Penalty: 3299.880615
	Iteration 3F: 3 clusters Score -7139748 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -7141625.500000 Penalty: 3299.880615
	Iteration 4F: 3 clusters Score -7141626 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -7143598.500000 Penalty: 3299.880615
	Iteration 5F: 3 clusters Score -7143598 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -7145396.000000 Penalty: 3299.880615
	Iteration 6F: 3 clusters Score -7145396 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -7146829.500000 Penalty: 3299.880615
	Iteration 7F: 3 clusters Score -7146830 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -7147688.000000 Penalty: 3299.880615
	Iteration 8Q: 3 clusters Score -7147688 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -7148132.000000 Penalty: 3299.880615
	Iteration 9Q: 3 clusters Score -7148132 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -7148413.000000 Penalty: 3299.880615
	Iteration 10Q: 3 clusters Score -7148413 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -7148610.000000 Penalty: 3299.880615
	Iteration 11Q: 3 clusters Score -7148610 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -7148688.500000 Penalty: 3299.880615
	Iteration 12Q: 3 clusters Score -7148688 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -7148766.500000 Penalty: 3299.880615
	Iteration 13Q: 3 clusters Score -7148766 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -7148820.000000 Penalty: 3299.880615
	Iteration 14Q: 3 clusters Score -7148820 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -7148862.500000 Penalty: 3299.880615
	Iteration 15Q: 3 clusters Score -7148862 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -7148878.500000 Penalty: 3299.880615
	Iteration 16Q: 3 clusters Score -7148878 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -7148909.500000 Penalty: 3299.880615
	Iteration 17Q: 3 clusters Score -7148910 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -7148941.500000 Penalty: 3299.880615
	Iteration 18Q: 3 clusters Score -7148942 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -7148939.500000 Penalty: 3299.880615
	Iteration 19Q: 3 clusters Score -7148940 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -7148978.000000 Penalty: 3299.880615
	Iteration 20F: 3 clusters Score -7148978 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -7148983.000000 Penalty: 3299.880615
	Iteration 21Q: 3 clusters Score -7148983 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -7148978.000000 Penalty: 3299.880615
	Iteration 22Q: 3 clusters Score -7148978 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -7149009.500000 Penalty: 3299.880615
	Iteration 23Q: 3 clusters Score -7149010 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -7149030.000000 Penalty: 3299.880615
	Iteration 24Q: 3 clusters Score -7149030 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -7149056.000000 Penalty: 3299.880615
	Iteration 25Q: 3 clusters Score -7149056 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -7149141.000000 Penalty: 3299.880615
	Iteration 26Q: 3 clusters Score -7149141 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -7149233.500000 Penalty: 3299.880615
	Iteration 27Q: 3 clusters Score -7149234 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -7149316.000000 Penalty: 3299.880615
	Iteration 28Q: 3 clusters Score -7149316 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -7149387.500000 Penalty: 3299.880615
	Iteration 29Q: 3 clusters Score -7149388 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -7149535.000000 Penalty: 3299.880615
	Iteration 30Q: 3 clusters Score -7149535 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -7149741.500000 Penalty: 3299.880615
	Iteration 31Q: 3 clusters Score -7149742 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -7150061.500000 Penalty: 3299.880615
	Iteration 32Q: 3 clusters Score -7150062 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -7150514.500000 Penalty: 3299.880615
	Iteration 33Q: 3 clusters Score -7150514 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -7151111.000000 Penalty: 3299.880615
	Iteration 34Q: 3 clusters Score -7151111 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -7151854.500000 Penalty: 3299.880615
	Iteration 35Q: 3 clusters Score -7151854 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -7152826.000000 Penalty: 3299.880615
	Iteration 36Q: 3 clusters Score -7152826 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -7154093.500000 Penalty: 3299.880615
	Iteration 37Q: 3 clusters Score -7154094 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -7155478.000000 Penalty: 3299.880615
	Iteration 38Q: 3 clusters Score -7155478 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -7156895.500000 Penalty: 3299.880615
	Iteration 39Q: 3 clusters Score -7156896 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -7158167.500000 Penalty: 3299.880615
	Iteration 40F: 3 clusters Score -7158168 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -7159199.500000 Penalty: 3299.880615
	Iteration 41Q: 3 clusters Score -7159200 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -7160030.500000 Penalty: 3299.880615
	Iteration 42Q: 3 clusters Score -7160030 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -7160621.000000 Penalty: 3299.880615
	Iteration 43Q: 3 clusters Score -7160621 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7160973.000000 Penalty: 3299.880615
	Iteration 44Q: 3 clusters Score -7160973 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -7161198.000000 Penalty: 3299.880615
	Iteration 45Q: 3 clusters Score -7161198 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7161359.000000 Penalty: 3299.880615
	Iteration 46Q: 3 clusters Score -7161359 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -7161478.000000 Penalty: 3299.880615
	Iteration 47Q: 3 clusters Score -7161478 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7161554.000000 Penalty: 3299.880615
	Iteration 48Q: 3 clusters Score -7161554 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7161648.500000 Penalty: 3299.880615
	Iteration 49Q: 3 clusters Score -7161648 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7161688.500000 Penalty: 3299.880615
	Iteration 50Q: 3 clusters Score -7161688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7161694.000000 Penalty: 3299.880615
	Iteration 51Q: 3 clusters Score -7161694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7161710.000000 Penalty: 3299.880615
	Iteration 52Q: 3 clusters Score -7161710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7161719.000000 Penalty: 3299.880615
	Iteration 53Q: 3 clusters Score -7161719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7161737.000000 Penalty: 3299.880615
	Iteration 54Q: 3 clusters Score -7161737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7161758.000000 Penalty: 3299.880615
	Iteration 55Q: 3 clusters Score -7161758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7161760.500000 Penalty: 3299.880615
	Iteration 56Q: 3 clusters Score -7161760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7161778.500000 Penalty: 3299.880615
	Iteration 57Q: 3 clusters Score -7161778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7161792.500000 Penalty: 3299.880615
	Iteration 58Q: 3 clusters Score -7161792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7161815.000000 Penalty: 3299.880615
	Iteration 59Q: 3 clusters Score -7161815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7161816.000000 Penalty: 3299.880615
	Iteration 60F: 3 clusters Score -7161816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7161813.500000 Penalty: 3299.880615
	Iteration 61Q: 3 clusters Score -7161814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7161817.000000 Penalty: 3299.880615
	Iteration 62Q: 3 clusters Score -7161817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7161814.500000 Penalty: 3299.880615
	Iteration 63Q: 3 clusters Score -7161814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7161814.500000 Penalty: 3299.880615
	Iteration 64Q: 3 clusters Score -7161814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7161825.000000 Penalty: 3299.880615
	Iteration 65Q: 3 clusters Score -7161825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7161839.000000 Penalty: 3299.880615
	Iteration 66Q: 3 clusters Score -7161839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7161828.500000 Penalty: 3299.880615
	Iteration 67Q: 3 clusters Score -7161828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7161837.000000 Penalty: 3299.880615
	Iteration 68Q: 3 clusters Score -7161837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7161842.500000 Penalty: 3299.880615
	Iteration 69Q: 3 clusters Score -7161842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7161843.500000 Penalty: 3299.880615
	Iteration 70Q: 3 clusters Score -7161844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7161846.000000 Penalty: 3299.880615
	Iteration 71Q: 3 clusters Score -7161846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7161852.000000 Penalty: 3299.880615
	Iteration 72Q: 3 clusters Score -7161852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7161847.500000 Penalty: 3299.880615
	Iteration 73Q: 3 clusters Score -7161848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7161856.000000 Penalty: 3299.880615
	Iteration 74Q: 3 clusters Score -7161856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7161854.500000 Penalty: 3299.880615
	Iteration 75Q: 3 clusters Score -7161854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7161859.500000 Penalty: 3299.880615
	Iteration 76Q: 3 clusters Score -7161860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7161854.000000 Penalty: 3299.880615
	Iteration 77Q: 3 clusters Score -7161854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7161857.500000 Penalty: 3299.880615
	Iteration 78Q: 3 clusters Score -7161858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7161858.500000 Penalty: 3299.880615
	Iteration 79Q: 3 clusters Score -7161858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7161857.500000 Penalty: 3299.880615
	Iteration 80F: 3 clusters Score -7161858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7161861.000000 Penalty: 3299.880615
	Iteration 81Q: 3 clusters Score -7161861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63887 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7161861.500000 Penalty: 3299.880615
	Iteration 82Q: 3 clusters Score -7161862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7161863.500000 Penalty: 3299.880615
	Iteration 83Q: 3 clusters Score -7161864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7161855.000000 Penalty: 3299.880615
	Iteration 84Q: 3 clusters Score -7161855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63905 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7161861.000000 Penalty: 3299.880615
	Iteration 85Q: 3 clusters Score -7161861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7161858.000000 Penalty: 3299.880615
	Iteration 86Q: 3 clusters Score -7161858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7161856.500000 Penalty: 3299.880615
	Iteration 87Q: 3 clusters Score -7161856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7161862.000000 Penalty: 3299.880615
	Iteration 88Q: 3 clusters Score -7161862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7161857.500000 Penalty: 3299.880615
	Iteration 89Q: 3 clusters Score -7161858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7161857.500000 Penalty: 3299.880615
	Iteration 90F: 3 clusters Score -7161858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -251983.578125 Penalty: 1157.522461
	Iteration 0F: 2 clusters Score -251983.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -249883.109375 Penalty: 2315.044922
	Iteration 0F: 3 clusters Score -249883.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -250469.453125 Penalty: 2315.044922
	Iteration 1F: 3 clusters Score -250469.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -250651.812500 Penalty: 2315.044922
	Iteration 2F: 3 clusters Score -250651.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -250760.359375 Penalty: 2315.044922
	Iteration 3F: 3 clusters Score -250760.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -250840.703125 Penalty: 2315.044922
	Iteration 4Q: 3 clusters Score -250840.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -250892.015625 Penalty: 2315.044922
	Iteration 5Q: 3 clusters Score -250892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -250942.078125 Penalty: 2315.044922
	Iteration 6Q: 3 clusters Score -250942.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -250988.390625 Penalty: 2315.044922
	Iteration 7Q: 3 clusters Score -250988.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -251026.406250 Penalty: 2315.044922
	Iteration 8Q: 3 clusters Score -251026.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -251061.250000 Penalty: 2315.044922
	Iteration 9Q: 3 clusters Score -251061.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -251081.734375 Penalty: 2315.044922
	Iteration 10Q: 3 clusters Score -251081.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -251098.312500 Penalty: 2315.044922
	Iteration 11Q: 3 clusters Score -251098.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -251114.750000 Penalty: 2315.044922
	Iteration 12Q: 3 clusters Score -251114.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -251124.953125 Penalty: 2315.044922
	Iteration 13Q: 3 clusters Score -251125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -251133.390625 Penalty: 2315.044922
	Iteration 14Q: 3 clusters Score -251133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -251140.375000 Penalty: 2315.044922
	Iteration 15Q: 3 clusters Score -251140.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -251148.562500 Penalty: 2315.044922
	Iteration 16Q: 3 clusters Score -251148.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -251159.625000 Penalty: 2315.044922
	Iteration 17Q: 3 clusters Score -251159.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -251170.078125 Penalty: 2315.044922
	Iteration 18Q: 3 clusters Score -251170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -251182.640625 Penalty: 2315.044922
	Iteration 19Q: 3 clusters Score -251182.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -251196.984375 Penalty: 2315.044922
	Iteration 20F: 3 clusters Score -251197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -251217.218750 Penalty: 2315.044922
	Iteration 21Q: 3 clusters Score -251217.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -251236.921875 Penalty: 2315.044922
	Iteration 22Q: 3 clusters Score -251236.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -251252.031250 Penalty: 2315.044922
	Iteration 23Q: 3 clusters Score -251252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -251261.859375 Penalty: 2315.044922
	Iteration 24Q: 3 clusters Score -251261.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -251270.562500 Penalty: 2315.044922
	Iteration 25Q: 3 clusters Score -251270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -251273.906250 Penalty: 2315.044922
	Iteration 26Q: 3 clusters Score -251273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -251276.312500 Penalty: 2315.044922
	Iteration 27Q: 3 clusters Score -251276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -251279.390625 Penalty: 2315.044922
	Iteration 28Q: 3 clusters Score -251279.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -251283.312500 Penalty: 2315.044922
	Iteration 29Q: 3 clusters Score -251283.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -251288.859375 Penalty: 2315.044922
	Iteration 30Q: 3 clusters Score -251288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -251294.453125 Penalty: 2315.044922
	Iteration 31Q: 3 clusters Score -251294.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -251303.687500 Penalty: 2315.044922
	Iteration 32Q: 3 clusters Score -251303.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -251313.250000 Penalty: 2315.044922
	Iteration 33Q: 3 clusters Score -251313.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -251322.046875 Penalty: 2315.044922
	Iteration 34Q: 3 clusters Score -251322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -251328.703125 Penalty: 2315.044922
	Iteration 35Q: 3 clusters Score -251328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -251330.703125 Penalty: 2315.044922
	Iteration 36Q: 3 clusters Score -251330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -251333.671875 Penalty: 2315.044922
	Iteration 37Q: 3 clusters Score -251333.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -251335.109375 Penalty: 2315.044922
	Iteration 38Q: 3 clusters Score -251335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -251335.718750 Penalty: 2315.044922
	Iteration 39Q: 3 clusters Score -251335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -251335.734375 Penalty: 2315.044922
	Iteration 40F: 3 clusters Score -251335.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -251337.562500 Penalty: 2315.044922
	Iteration 41Q: 3 clusters Score -251337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -251338.046875 Penalty: 2315.044922
	Iteration 42Q: 3 clusters Score -251338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -251338.406250 Penalty: 2315.044922
	Iteration 43Q: 3 clusters Score -251338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -251338.875000 Penalty: 2315.044922
	Iteration 44Q: 3 clusters Score -251338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -251340.015625 Penalty: 2315.044922
	Iteration 45Q: 3 clusters Score -251340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -251340.328125 Penalty: 2315.044922
	Iteration 46Q: 3 clusters Score -251340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -251340.453125 Penalty: 2315.044922
	Iteration 47Q: 3 clusters Score -251340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -251340.453125 Penalty: 2315.044922
	Iteration 48F: 3 clusters Score -251340.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -158578.671875 Penalty: 1087.610840
	Iteration 0F: 2 clusters Score -158578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -156987.328125 Penalty: 2175.221680
	Iteration 0F: 3 clusters Score -156987.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -157333.812500 Penalty: 2175.221680
	Iteration 1F: 3 clusters Score -157333.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157415.671875 Penalty: 2175.221680
	Iteration 2F: 3 clusters Score -157415.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -157468.453125 Penalty: 2175.221680
	Iteration 3Q: 3 clusters Score -157468.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -157518.500000 Penalty: 2175.221680
	Iteration 4Q: 3 clusters Score -157518.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -157551.343750 Penalty: 2175.221680
	Iteration 5Q: 3 clusters Score -157551.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -157585.640625 Penalty: 2175.221680
	Iteration 6Q: 3 clusters Score -157585.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -157597.468750 Penalty: 2175.221680
	Iteration 7Q: 3 clusters Score -157597.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157601.250000 Penalty: 2175.221680
	Iteration 8Q: 3 clusters Score -157601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157602.765625 Penalty: 2175.221680
	Iteration 9Q: 3 clusters Score -157602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157605.437500 Penalty: 2175.221680
	Iteration 10Q: 3 clusters Score -157605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -157606.609375 Penalty: 2175.221680
	Iteration 11Q: 3 clusters Score -157606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157609.421875 Penalty: 2175.221680
	Iteration 12Q: 3 clusters Score -157609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157610.531250 Penalty: 2175.221680
	Iteration 13Q: 3 clusters Score -157610.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157610.531250 Penalty: 2175.221680
	Iteration 14F: 3 clusters Score -157610.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Entering Unmasked Estep 
Score: -2951839.000000 Penalty: 1515.417725
	Iteration 0F: 2 clusters Score -2951839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2934548.000000 Penalty: 3030.835449
	Iteration 0F: 3 clusters Score -2934548 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2941129.000000 Penalty: 3030.835449
	Iteration 1F: 3 clusters Score -2941129 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2941758.750000 Penalty: 3030.835449
	Iteration 2F: 3 clusters Score -2941759 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2942501.750000 Penalty: 3030.835449
	Iteration 3F: 3 clusters Score -2942502 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2943433.000000 Penalty: 3030.835449
	Iteration 4F: 3 clusters Score -2943433 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2944564.000000 Penalty: 3030.835449
	Iteration 5F: 3 clusters Score -2944564 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2945768.250000 Penalty: 3030.835449
	Iteration 6F: 3 clusters Score -2945768 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2946872.750000 Penalty: 3030.835449
	Iteration 7F: 3 clusters Score -2946873 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2947822.000000 Penalty: 3030.835449
	Iteration 8F: 3 clusters Score -2947822 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2948562.750000 Penalty: 3030.835449
	Iteration 9Q: 3 clusters Score -2948563 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2949168.000000 Penalty: 3030.835449
	Iteration 10Q: 3 clusters Score -2949168 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2949605.250000 Penalty: 3030.835449
	Iteration 11Q: 3 clusters Score -2949605 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2949919.250000 Penalty: 3030.835449
	Iteration 12Q: 3 clusters Score -2949919 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2950173.750000 Penalty: 3030.835449
	Iteration 13Q: 3 clusters Score -2950174 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2950320.250000 Penalty: 3030.835449
	Iteration 14Q: 3 clusters Score -2950320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2950415.750000 Penalty: 3030.835449
	Iteration 15Q: 3 clusters Score -2950416 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2950506.750000 Penalty: 3030.835449
	Iteration 16Q: 3 clusters Score -2950507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2950576.000000 Penalty: 3030.835449
	Iteration 17Q: 3 clusters Score -2950576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2950602.750000 Penalty: 3030.835449
	Iteration 18Q: 3 clusters Score -2950603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2950621.000000 Penalty: 3030.835449
	Iteration 19Q: 3 clusters Score -2950621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2950643.250000 Penalty: 3030.835449
	Iteration 20F: 3 clusters Score -2950643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2950658.250000 Penalty: 3030.835449
	Iteration 21Q: 3 clusters Score -2950658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2950673.250000 Penalty: 3030.835449
	Iteration 22Q: 3 clusters Score -2950673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2950673.250000 Penalty: 3030.835449
	Iteration 23Q: 3 clusters Score -2950673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2950683.000000 Penalty: 3030.835449
	Iteration 24Q: 3 clusters Score -2950683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2950684.000000 Penalty: 3030.835449
	Iteration 25Q: 3 clusters Score -2950684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2950683.250000 Penalty: 3030.835449
	Iteration 26Q: 3 clusters Score -2950683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2950683.250000 Penalty: 3030.835449
	Iteration 27F: 3 clusters Score -2950683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Entering Unmasked Estep 
Score: -1990448.875000 Penalty: 1471.616455
	Iteration 0F: 2 clusters Score -1990449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1977539.250000 Penalty: 2943.232910
	Iteration 0F: 3 clusters Score -1977539 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1982171.375000 Penalty: 2943.232910
	Iteration 1F: 3 clusters Score -1982171 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1982544.875000 Penalty: 2943.232910
	Iteration 2F: 3 clusters Score -1982545 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1982833.375000 Penalty: 2943.232910
	Iteration 3Q: 3 clusters Score -1982833 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1983122.625000 Penalty: 2943.232910
	Iteration 4Q: 3 clusters Score -1983123 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1983403.250000 Penalty: 2943.232910
	Iteration 5Q: 3 clusters Score -1983403 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1983685.375000 Penalty: 2943.232910
	Iteration 6Q: 3 clusters Score -1983685 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1984001.625000 Penalty: 2943.232910
	Iteration 7Q: 3 clusters Score -1984002 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1984367.750000 Penalty: 2943.232910
	Iteration 8Q: 3 clusters Score -1984368 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1984845.250000 Penalty: 2943.232910
	Iteration 9Q: 3 clusters Score -1984845 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1985366.000000 Penalty: 2943.232910
	Iteration 10Q: 3 clusters Score -1985366 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1985980.750000 Penalty: 2943.232910
	Iteration 11Q: 3 clusters Score -1985981 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1986655.375000 Penalty: 2943.232910
	Iteration 12Q: 3 clusters Score -1986655 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1987354.000000 Penalty: 2943.232910
	Iteration 13Q: 3 clusters Score -1987354 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1987953.875000 Penalty: 2943.232910
	Iteration 14Q: 3 clusters Score -1987954 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1988406.875000 Penalty: 2943.232910
	Iteration 15Q: 3 clusters Score -1988407 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1988760.375000 Penalty: 2943.232910
	Iteration 16Q: 3 clusters Score -1988760 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1989011.625000 Penalty: 2943.232910
	Iteration 17Q: 3 clusters Score -1989012 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1989168.250000 Penalty: 2943.232910
	Iteration 18Q: 3 clusters Score -1989168 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1989300.625000 Penalty: 2943.232910
	Iteration 19Q: 3 clusters Score -1989301 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -1989398.125000 Penalty: 2943.232910
	Iteration 20F: 3 clusters Score -1989398 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1989449.625000 Penalty: 2943.232910
	Iteration 21Q: 3 clusters Score -1989450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1989479.500000 Penalty: 2943.232910
	Iteration 22Q: 3 clusters Score -1989480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1989508.500000 Penalty: 2943.232910
	Iteration 23Q: 3 clusters Score -1989508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1989517.750000 Penalty: 2943.232910
	Iteration 24Q: 3 clusters Score -1989518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -1989532.625000 Penalty: 2943.232910
	Iteration 25Q: 3 clusters Score -1989533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -1989535.000000 Penalty: 2943.232910
	Iteration 26Q: 3 clusters Score -1989535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1989549.500000 Penalty: 2943.232910
	Iteration 27Q: 3 clusters Score -1989550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -1989555.500000 Penalty: 2943.232910
	Iteration 28Q: 3 clusters Score -1989556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1989561.875000 Penalty: 2943.232910
	Iteration 29Q: 3 clusters Score -1989562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1989566.750000 Penalty: 2943.232910
	Iteration 30Q: 3 clusters Score -1989567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1989569.125000 Penalty: 2943.232910
	Iteration 31Q: 3 clusters Score -1989569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -1989570.000000 Penalty: 2943.232910
	Iteration 32Q: 3 clusters Score -1989570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1989569.875000 Penalty: 2943.232910
	Iteration 33Q: 3 clusters Score -1989570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1989569.875000 Penalty: 2943.232910
	Iteration 34F: 3 clusters Score -1989570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (93454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Entering Unmasked Estep 
Score: -10346041.000000 Penalty: 1703.049438
	Iteration 0F: 2 clusters Score -1.034604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -10284885.000000 Penalty: 3406.098877
	Iteration 0F: 3 clusters Score -1.028488e+07 nChanged 44052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -10310098.000000 Penalty: 3406.098877
	Iteration 1F: 3 clusters Score -1.03101e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -10311286.000000 Penalty: 3406.098877
	Iteration 2Q: 3 clusters Score -1.031129e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -10313128.000000 Penalty: 3406.098877
	Iteration 3Q: 3 clusters Score -1.031313e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -10315798.000000 Penalty: 3406.098877
	Iteration 4F: 3 clusters Score -1.03158e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -10319148.000000 Penalty: 3406.098877
	Iteration 5F: 3 clusters Score -1.031915e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -10322619.000000 Penalty: 3406.098877
	Iteration 6F: 3 clusters Score -1.032262e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -10326018.000000 Penalty: 3406.098877
	Iteration 7F: 3 clusters Score -1.032602e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -10329159.000000 Penalty: 3406.098877
	Iteration 8F: 3 clusters Score -1.032916e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -10331983.000000 Penalty: 3406.098877
	Iteration 9F: 3 clusters Score -1.033198e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -10334632.000000 Penalty: 3406.098877
	Iteration 10Q: 3 clusters Score -1.033463e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -10337120.000000 Penalty: 3406.098877
	Iteration 11Q: 3 clusters Score -1.033712e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -10339317.000000 Penalty: 3406.098877
	Iteration 12Q: 3 clusters Score -1.033932e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -10340983.000000 Penalty: 3406.098877
	Iteration 13Q: 3 clusters Score -1.034098e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -10342247.000000 Penalty: 3406.098877
	Iteration 14Q: 3 clusters Score -1.034225e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90957 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -10343200.000000 Penalty: 3406.098877
	Iteration 15Q: 3 clusters Score -1.03432e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91776 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -10343769.000000 Penalty: 3406.098877
	Iteration 16Q: 3 clusters Score -1.034377e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92286 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -10344099.000000 Penalty: 3406.098877
	Iteration 17Q: 3 clusters Score -1.03441e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10344327.000000 Penalty: 3406.098877
	Iteration 18Q: 3 clusters Score -1.034433e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92758 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10344451.000000 Penalty: 3406.098877
	Iteration 19Q: 3 clusters Score -1.034445e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10344526.000000 Penalty: 3406.098877
	Iteration 20F: 3 clusters Score -1.034453e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92897 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10344583.000000 Penalty: 3406.098877
	Iteration 21Q: 3 clusters Score -1.034458e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10344602.000000 Penalty: 3406.098877
	Iteration 22Q: 3 clusters Score -1.03446e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10344633.000000 Penalty: 3406.098877
	Iteration 23Q: 3 clusters Score -1.034463e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10344655.000000 Penalty: 3406.098877
	Iteration 24Q: 3 clusters Score -1.034466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10344671.000000 Penalty: 3406.098877
	Iteration 25Q: 3 clusters Score -1.034467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10344667.000000 Penalty: 3406.098877
	Iteration 26Q: 3 clusters Score -1.034467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92998 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10344693.000000 Penalty: 3406.098877
	Iteration 27Q: 3 clusters Score -1.034469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10344690.000000 Penalty: 3406.098877
	Iteration 28Q: 3 clusters Score -1.034469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10344714.000000 Penalty: 3406.098877
	Iteration 29Q: 3 clusters Score -1.034471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10344720.000000 Penalty: 3406.098877
	Iteration 30Q: 3 clusters Score -1.034472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10344726.000000 Penalty: 3406.098877
	Iteration 31Q: 3 clusters Score -1.034473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10344730.000000 Penalty: 3406.098877
	Iteration 32Q: 3 clusters Score -1.034473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10344730.000000 Penalty: 3406.098877
	Iteration 33F: 3 clusters Score -1.034473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Entering Unmasked Estep 
Score: -2124527.000000 Penalty: 1466.053589
	Iteration 0F: 2 clusters Score -2124527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2112066.750000 Penalty: 2932.107178
	Iteration 0F: 3 clusters Score -2112067 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2116580.000000 Penalty: 2932.107178
	Iteration 1F: 3 clusters Score -2116580 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2117039.750000 Penalty: 2932.107178
	Iteration 2F: 3 clusters Score -2117040 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2117459.000000 Penalty: 2932.107178
	Iteration 3Q: 3 clusters Score -2117459 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2117840.000000 Penalty: 2932.107178
	Iteration 4Q: 3 clusters Score -2117840 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2118210.250000 Penalty: 2932.107178
	Iteration 5Q: 3 clusters Score -2118210 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2118532.000000 Penalty: 2932.107178
	Iteration 6Q: 3 clusters Score -2118532 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2118786.250000 Penalty: 2932.107178
	Iteration 7Q: 3 clusters Score -2118786 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2119008.500000 Penalty: 2932.107178
	Iteration 8Q: 3 clusters Score -2119008 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2119214.500000 Penalty: 2932.107178
	Iteration 9Q: 3 clusters Score -2119214 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2119420.000000 Penalty: 2932.107178
	Iteration 10Q: 3 clusters Score -2119420 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2119592.000000 Penalty: 2932.107178
	Iteration 11Q: 3 clusters Score -2119592 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2119743.500000 Penalty: 2932.107178
	Iteration 12Q: 3 clusters Score -2119744 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2119887.250000 Penalty: 2932.107178
	Iteration 13Q: 3 clusters Score -2119887 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2120004.500000 Penalty: 2932.107178
	Iteration 14Q: 3 clusters Score -2120004 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2120094.250000 Penalty: 2932.107178
	Iteration 15Q: 3 clusters Score -2120094 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2120175.000000 Penalty: 2932.107178
	Iteration 16Q: 3 clusters Score -2120175 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2120254.000000 Penalty: 2932.107178
	Iteration 17Q: 3 clusters Score -2120254 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2120340.750000 Penalty: 2932.107178
	Iteration 18Q: 3 clusters Score -2120341 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2120414.750000 Penalty: 2932.107178
	Iteration 19Q: 3 clusters Score -2120415 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2120499.750000 Penalty: 2932.107178
	Iteration 20F: 3 clusters Score -2120500 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2120617.000000 Penalty: 2932.107178
	Iteration 21Q: 3 clusters Score -2120617 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2120726.750000 Penalty: 2932.107178
	Iteration 22Q: 3 clusters Score -2120727 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2120862.250000 Penalty: 2932.107178
	Iteration 23Q: 3 clusters Score -2120862 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2121024.500000 Penalty: 2932.107178
	Iteration 24Q: 3 clusters Score -2121024 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2121199.750000 Penalty: 2932.107178
	Iteration 25Q: 3 clusters Score -2121200 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2121430.750000 Penalty: 2932.107178
	Iteration 26Q: 3 clusters Score -2121431 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2121688.000000 Penalty: 2932.107178
	Iteration 27Q: 3 clusters Score -2121688 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2121952.500000 Penalty: 2932.107178
	Iteration 28Q: 3 clusters Score -2121952 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2122182.000000 Penalty: 2932.107178
	Iteration 29Q: 3 clusters Score -2122182 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2122414.500000 Penalty: 2932.107178
	Iteration 30Q: 3 clusters Score -2122414 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2122595.250000 Penalty: 2932.107178
	Iteration 31Q: 3 clusters Score -2122595 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2122768.000000 Penalty: 2932.107178
	Iteration 32Q: 3 clusters Score -2122768 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2122906.500000 Penalty: 2932.107178
	Iteration 33Q: 3 clusters Score -2122906 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2123033.250000 Penalty: 2932.107178
	Iteration 34Q: 3 clusters Score -2123033 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2123150.000000 Penalty: 2932.107178
	Iteration 35Q: 3 clusters Score -2123150 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2123230.000000 Penalty: 2932.107178
	Iteration 36Q: 3 clusters Score -2123230 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2123309.000000 Penalty: 2932.107178
	Iteration 37Q: 3 clusters Score -2123309 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2123362.500000 Penalty: 2932.107178
	Iteration 38Q: 3 clusters Score -2123362 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2123396.750000 Penalty: 2932.107178
	Iteration 39Q: 3 clusters Score -2123397 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2123437.500000 Penalty: 2932.107178
	Iteration 40F: 3 clusters Score -2123438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2123472.750000 Penalty: 2932.107178
	Iteration 41Q: 3 clusters Score -2123473 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2123505.250000 Penalty: 2932.107178
	Iteration 42Q: 3 clusters Score -2123505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2123533.000000 Penalty: 2932.107178
	Iteration 43Q: 3 clusters Score -2123533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2123552.750000 Penalty: 2932.107178
	Iteration 44Q: 3 clusters Score -2123553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2123567.000000 Penalty: 2932.107178
	Iteration 45Q: 3 clusters Score -2123567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2123575.750000 Penalty: 2932.107178
	Iteration 46Q: 3 clusters Score -2123576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2123586.500000 Penalty: 2932.107178
	Iteration 47Q: 3 clusters Score -2123586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2123590.750000 Penalty: 2932.107178
	Iteration 48Q: 3 clusters Score -2123591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2123595.750000 Penalty: 2932.107178
	Iteration 49Q: 3 clusters Score -2123596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2123598.250000 Penalty: 2932.107178
	Iteration 50Q: 3 clusters Score -2123598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2123602.000000 Penalty: 2932.107178
	Iteration 51Q: 3 clusters Score -2123602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2123602.000000 Penalty: 2932.107178
	Iteration 52Q: 3 clusters Score -2123602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2123602.000000 Penalty: 2932.107178
	Iteration 53Q: 3 clusters Score -2123602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2123604.000000 Penalty: 2932.107178
	Iteration 54Q: 3 clusters Score -2123604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2123606.250000 Penalty: 2932.107178
	Iteration 55Q: 3 clusters Score -2123606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2123603.750000 Penalty: 2932.107178
	Iteration 56Q: 3 clusters Score -2123604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2123606.000000 Penalty: 2932.107178
	Iteration 57Q: 3 clusters Score -2123606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2123608.500000 Penalty: 2932.107178
	Iteration 58Q: 3 clusters Score -2123608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2123610.500000 Penalty: 2932.107178
	Iteration 59Q: 3 clusters Score -2123610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2123613.750000 Penalty: 2932.107178
	Iteration 60F: 3 clusters Score -2123614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2123617.750000 Penalty: 2932.107178
	Iteration 61Q: 3 clusters Score -2123618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2123616.250000 Penalty: 2932.107178
	Iteration 62Q: 3 clusters Score -2123616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2123616.250000 Penalty: 2932.107178
	Iteration 63F: 3 clusters Score -2123616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Entering Unmasked Estep 
Score: -4492149.500000 Penalty: 1579.503296
	Iteration 0F: 2 clusters Score -4492150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4465422.500000 Penalty: 3159.006592
	Iteration 0F: 3 clusters Score -4465422 nChanged 18721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4475661.500000 Penalty: 3159.006592
	Iteration 1F: 3 clusters Score -4475662 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4476229.000000 Penalty: 3159.006592
	Iteration 2Q: 3 clusters Score -4476229 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4476804.000000 Penalty: 3159.006592
	Iteration 3Q: 3 clusters Score -4476804 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -4477462.000000 Penalty: 3159.006592
	Iteration 4Q: 3 clusters Score -4477462 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -4478327.500000 Penalty: 3159.006592
	Iteration 5Q: 3 clusters Score -4478328 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -4479654.500000 Penalty: 3159.006592
	Iteration 6F: 3 clusters Score -4479654 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4481587.000000 Penalty: 3159.006592
	Iteration 7F: 3 clusters Score -4481587 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -4484129.000000 Penalty: 3159.006592
	Iteration 8F: 3 clusters Score -4484129 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4486751.500000 Penalty: 3159.006592
	Iteration 9F: 3 clusters Score -4486752 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -4488678.500000 Penalty: 3159.006592
	Iteration 10F: 3 clusters Score -4488678 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -4489827.000000 Penalty: 3159.006592
	Iteration 11Q: 3 clusters Score -4489827 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -4490363.500000 Penalty: 3159.006592
	Iteration 12Q: 3 clusters Score -4490364 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -4490599.000000 Penalty: 3159.006592
	Iteration 13Q: 3 clusters Score -4490599 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -4490716.000000 Penalty: 3159.006592
	Iteration 14Q: 3 clusters Score -4490716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -4490795.500000 Penalty: 3159.006592
	Iteration 15Q: 3 clusters Score -4490796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4490835.500000 Penalty: 3159.006592
	Iteration 16Q: 3 clusters Score -4490836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -4490869.000000 Penalty: 3159.006592
	Iteration 17Q: 3 clusters Score -4490869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4490883.000000 Penalty: 3159.006592
	Iteration 18Q: 3 clusters Score -4490883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -4490894.500000 Penalty: 3159.006592
	Iteration 19Q: 3 clusters Score -4490894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -4490901.500000 Penalty: 3159.006592
	Iteration 20F: 3 clusters Score -4490902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -4490902.500000 Penalty: 3159.006592
	Iteration 21Q: 3 clusters Score -4490902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -4490909.500000 Penalty: 3159.006592
	Iteration 22Q: 3 clusters Score -4490910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -4490904.500000 Penalty: 3159.006592
	Iteration 23Q: 3 clusters Score -4490904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -4490904.500000 Penalty: 3159.006592
	Iteration 24F: 3 clusters Score -4490904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Entering Unmasked Estep 
Score: -1164298.500000 Penalty: 1381.591797
	Iteration 0F: 2 clusters Score -1164298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1157077.875000 Penalty: 2763.183594
	Iteration 0F: 3 clusters Score -1157078 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1159686.125000 Penalty: 2763.183594
	Iteration 1F: 3 clusters Score -1159686 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1160148.500000 Penalty: 2763.183594
	Iteration 2F: 3 clusters Score -1160148 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1160602.750000 Penalty: 2763.183594
	Iteration 3F: 3 clusters Score -1160603 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1161034.000000 Penalty: 2763.183594
	Iteration 4F: 3 clusters Score -1161034 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1161417.750000 Penalty: 2763.183594
	Iteration 5F: 3 clusters Score -1161418 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1161685.125000 Penalty: 2763.183594
	Iteration 6Q: 3 clusters Score -1161685 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1161853.875000 Penalty: 2763.183594
	Iteration 7Q: 3 clusters Score -1161854 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1161965.000000 Penalty: 2763.183594
	Iteration 8Q: 3 clusters Score -1161965 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1162063.875000 Penalty: 2763.183594
	Iteration 9Q: 3 clusters Score -1162064 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1162143.875000 Penalty: 2763.183594
	Iteration 10Q: 3 clusters Score -1162144 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1162208.500000 Penalty: 2763.183594
	Iteration 11Q: 3 clusters Score -1162208 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1162259.750000 Penalty: 2763.183594
	Iteration 12Q: 3 clusters Score -1162260 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1162306.125000 Penalty: 2763.183594
	Iteration 13Q: 3 clusters Score -1162306 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1162354.625000 Penalty: 2763.183594
	Iteration 14Q: 3 clusters Score -1162355 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1162403.500000 Penalty: 2763.183594
	Iteration 15Q: 3 clusters Score -1162404 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1162453.875000 Penalty: 2763.183594
	Iteration 16Q: 3 clusters Score -1162454 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1162497.250000 Penalty: 2763.183594
	Iteration 17Q: 3 clusters Score -1162497 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1162536.000000 Penalty: 2763.183594
	Iteration 18Q: 3 clusters Score -1162536 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1162575.750000 Penalty: 2763.183594
	Iteration 19Q: 3 clusters Score -1162576 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1162623.875000 Penalty: 2763.183594
	Iteration 20F: 3 clusters Score -1162624 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1162670.125000 Penalty: 2763.183594
	Iteration 21Q: 3 clusters Score -1162670 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1162712.625000 Penalty: 2763.183594
	Iteration 22Q: 3 clusters Score -1162713 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1162760.250000 Penalty: 2763.183594
	Iteration 23Q: 3 clusters Score -1162760 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1162807.750000 Penalty: 2763.183594
	Iteration 24Q: 3 clusters Score -1162808 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1162846.250000 Penalty: 2763.183594
	Iteration 25Q: 3 clusters Score -1162846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1162889.625000 Penalty: 2763.183594
	Iteration 26Q: 3 clusters Score -1162890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1162929.875000 Penalty: 2763.183594
	Iteration 27Q: 3 clusters Score -1162930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1162969.875000 Penalty: 2763.183594
	Iteration 28Q: 3 clusters Score -1162970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1163002.875000 Penalty: 2763.183594
	Iteration 29Q: 3 clusters Score -1163003 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1163038.875000 Penalty: 2763.183594
	Iteration 30Q: 3 clusters Score -1163039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1163088.625000 Penalty: 2763.183594
	Iteration 31Q: 3 clusters Score -1163089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1163130.125000 Penalty: 2763.183594
	Iteration 32Q: 3 clusters Score -1163130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1163156.625000 Penalty: 2763.183594
	Iteration 33Q: 3 clusters Score -1163157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1163184.000000 Penalty: 2763.183594
	Iteration 34Q: 3 clusters Score -1163184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1163206.000000 Penalty: 2763.183594
	Iteration 35Q: 3 clusters Score -1163206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1163228.375000 Penalty: 2763.183594
	Iteration 36Q: 3 clusters Score -1163228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1163242.000000 Penalty: 2763.183594
	Iteration 37Q: 3 clusters Score -1163242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1163255.250000 Penalty: 2763.183594
	Iteration 38Q: 3 clusters Score -1163255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1163272.375000 Penalty: 2763.183594
	Iteration 39Q: 3 clusters Score -1163272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1163279.250000 Penalty: 2763.183594
	Iteration 40F: 3 clusters Score -1163279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1163292.750000 Penalty: 2763.183594
	Iteration 41Q: 3 clusters Score -1163293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1163298.125000 Penalty: 2763.183594
	Iteration 42Q: 3 clusters Score -1163298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1163308.625000 Penalty: 2763.183594
	Iteration 43Q: 3 clusters Score -1163309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1163320.000000 Penalty: 2763.183594
	Iteration 44Q: 3 clusters Score -1163320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1163329.375000 Penalty: 2763.183594
	Iteration 45Q: 3 clusters Score -1163329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1163337.875000 Penalty: 2763.183594
	Iteration 46Q: 3 clusters Score -1163338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1163341.625000 Penalty: 2763.183594
	Iteration 47Q: 3 clusters Score -1163342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1163346.250000 Penalty: 2763.183594
	Iteration 48Q: 3 clusters Score -1163346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1163351.000000 Penalty: 2763.183594
	Iteration 49Q: 3 clusters Score -1163351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1163355.750000 Penalty: 2763.183594
	Iteration 50Q: 3 clusters Score -1163356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1163355.250000 Penalty: 2763.183594
	Iteration 51Q: 3 clusters Score -1163355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1163357.000000 Penalty: 2763.183594
	Iteration 52Q: 3 clusters Score -1163357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1163357.750000 Penalty: 2763.183594
	Iteration 53Q: 3 clusters Score -1163358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1163357.750000 Penalty: 2763.183594
	Iteration 54Q: 3 clusters Score -1163358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1163360.500000 Penalty: 2763.183594
	Iteration 55Q: 3 clusters Score -1163360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1163361.250000 Penalty: 2763.183594
	Iteration 56Q: 3 clusters Score -1163361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1163361.250000 Penalty: 2763.183594
	Iteration 57F: 3 clusters Score -1163361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Entering Unmasked Estep 
Score: -1988803.500000 Penalty: 1456.791138
	Iteration 0F: 2 clusters Score -1988804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1977144.125000 Penalty: 2913.582275
	Iteration 0F: 3 clusters Score -1977144 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1981269.500000 Penalty: 2913.582275
	Iteration 1F: 3 clusters Score -1981270 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1981815.000000 Penalty: 2913.582275
	Iteration 2F: 3 clusters Score -1981815 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1982384.250000 Penalty: 2913.582275
	Iteration 3F: 3 clusters Score -1982384 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1983028.250000 Penalty: 2913.582275
	Iteration 4F: 3 clusters Score -1983028 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1983712.250000 Penalty: 2913.582275
	Iteration 5F: 3 clusters Score -1983712 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1984362.000000 Penalty: 2913.582275
	Iteration 6F: 3 clusters Score -1984362 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1984961.625000 Penalty: 2913.582275
	Iteration 7F: 3 clusters Score -1984962 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1985483.125000 Penalty: 2913.582275
	Iteration 8Q: 3 clusters Score -1985483 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1985912.250000 Penalty: 2913.582275
	Iteration 9Q: 3 clusters Score -1985912 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1986286.625000 Penalty: 2913.582275
	Iteration 10Q: 3 clusters Score -1986287 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1986593.000000 Penalty: 2913.582275
	Iteration 11Q: 3 clusters Score -1986593 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1986857.125000 Penalty: 2913.582275
	Iteration 12Q: 3 clusters Score -1986857 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1987053.625000 Penalty: 2913.582275
	Iteration 13Q: 3 clusters Score -1987054 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1987186.375000 Penalty: 2913.582275
	Iteration 14Q: 3 clusters Score -1987186 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1987313.000000 Penalty: 2913.582275
	Iteration 15Q: 3 clusters Score -1987313 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1987387.750000 Penalty: 2913.582275
	Iteration 16Q: 3 clusters Score -1987388 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1987466.875000 Penalty: 2913.582275
	Iteration 17Q: 3 clusters Score -1987467 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1987520.625000 Penalty: 2913.582275
	Iteration 18Q: 3 clusters Score -1987521 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1987552.250000 Penalty: 2913.582275
	Iteration 19Q: 3 clusters Score -1987552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1987599.125000 Penalty: 2913.582275
	Iteration 20F: 3 clusters Score -1987599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1987641.000000 Penalty: 2913.582275
	Iteration 21Q: 3 clusters Score -1987641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1987661.500000 Penalty: 2913.582275
	Iteration 22Q: 3 clusters Score -1987662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1987674.875000 Penalty: 2913.582275
	Iteration 23Q: 3 clusters Score -1987675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1987689.125000 Penalty: 2913.582275
	Iteration 24Q: 3 clusters Score -1987689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1987701.250000 Penalty: 2913.582275
	Iteration 25Q: 3 clusters Score -1987701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1987707.250000 Penalty: 2913.582275
	Iteration 26Q: 3 clusters Score -1987707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1987708.000000 Penalty: 2913.582275
	Iteration 27Q: 3 clusters Score -1987708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1987710.250000 Penalty: 2913.582275
	Iteration 28Q: 3 clusters Score -1987710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1987719.875000 Penalty: 2913.582275
	Iteration 29Q: 3 clusters Score -1987720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1987724.625000 Penalty: 2913.582275
	Iteration 30Q: 3 clusters Score -1987725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1987729.250000 Penalty: 2913.582275
	Iteration 31Q: 3 clusters Score -1987729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1987733.000000 Penalty: 2913.582275
	Iteration 32Q: 3 clusters Score -1987733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1987735.750000 Penalty: 2913.582275
	Iteration 33Q: 3 clusters Score -1987736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1987734.500000 Penalty: 2913.582275
	Iteration 34Q: 3 clusters Score -1987734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1987739.750000 Penalty: 2913.582275
	Iteration 35Q: 3 clusters Score -1987740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1987737.875000 Penalty: 2913.582275
	Iteration 36Q: 3 clusters Score -1987738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1987737.875000 Penalty: 2913.582275
	Iteration 37F: 3 clusters Score -1987738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -1961709.125000 Penalty: 1454.295776
	Iteration 0F: 2 clusters Score -1961709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1950209.000000 Penalty: 2908.591553
	Iteration 0F: 3 clusters Score -1950209 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1954264.125000 Penalty: 2908.591553
	Iteration 1F: 3 clusters Score -1954264 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1954750.750000 Penalty: 2908.591553
	Iteration 2F: 3 clusters Score -1954751 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1955233.125000 Penalty: 2908.591553
	Iteration 3F: 3 clusters Score -1955233 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1955777.875000 Penalty: 2908.591553
	Iteration 4F: 3 clusters Score -1955778 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1956299.750000 Penalty: 2908.591553
	Iteration 5F: 3 clusters Score -1956300 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1956854.125000 Penalty: 2908.591553
	Iteration 6F: 3 clusters Score -1956854 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1957422.750000 Penalty: 2908.591553
	Iteration 7F: 3 clusters Score -1957423 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1957898.875000 Penalty: 2908.591553
	Iteration 8Q: 3 clusters Score -1957899 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1958355.625000 Penalty: 2908.591553
	Iteration 9Q: 3 clusters Score -1958356 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1958777.500000 Penalty: 2908.591553
	Iteration 10Q: 3 clusters Score -1958778 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1959171.875000 Penalty: 2908.591553
	Iteration 11Q: 3 clusters Score -1959172 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1959519.125000 Penalty: 2908.591553
	Iteration 12Q: 3 clusters Score -1959519 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1959805.250000 Penalty: 2908.591553
	Iteration 13Q: 3 clusters Score -1959805 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1960026.250000 Penalty: 2908.591553
	Iteration 14Q: 3 clusters Score -1960026 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1960191.750000 Penalty: 2908.591553
	Iteration 15Q: 3 clusters Score -1960192 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1960303.000000 Penalty: 2908.591553
	Iteration 16Q: 3 clusters Score -1960303 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1960370.500000 Penalty: 2908.591553
	Iteration 17Q: 3 clusters Score -1960370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1960424.000000 Penalty: 2908.591553
	Iteration 18Q: 3 clusters Score -1960424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1960467.750000 Penalty: 2908.591553
	Iteration 19Q: 3 clusters Score -1960468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1960496.125000 Penalty: 2908.591553
	Iteration 20F: 3 clusters Score -1960496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1960517.750000 Penalty: 2908.591553
	Iteration 21Q: 3 clusters Score -1960518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1960532.375000 Penalty: 2908.591553
	Iteration 22Q: 3 clusters Score -1960532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1960540.875000 Penalty: 2908.591553
	Iteration 23Q: 3 clusters Score -1960541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1960548.250000 Penalty: 2908.591553
	Iteration 24Q: 3 clusters Score -1960548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1960552.000000 Penalty: 2908.591553
	Iteration 25Q: 3 clusters Score -1960552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1960555.250000 Penalty: 2908.591553
	Iteration 26Q: 3 clusters Score -1960555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1960554.500000 Penalty: 2908.591553
	Iteration 27Q: 3 clusters Score -1960554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1960555.875000 Penalty: 2908.591553
	Iteration 28Q: 3 clusters Score -1960556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1960554.250000 Penalty: 2908.591553
	Iteration 29Q: 3 clusters Score -1960554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1960554.250000 Penalty: 2908.591553
	Iteration 30F: 3 clusters Score -1960554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Entering Unmasked Estep 
Score: -3126346.000000 Penalty: 1523.344116
	Iteration 0F: 2 clusters Score -3126346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3108130.000000 Penalty: 3046.688232
	Iteration 0F: 3 clusters Score -3108130 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3115028.000000 Penalty: 3046.688232
	Iteration 1F: 3 clusters Score -3115028 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3115551.000000 Penalty: 3046.688232
	Iteration 2F: 3 clusters Score -3115551 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3116007.250000 Penalty: 3046.688232
	Iteration 3Q: 3 clusters Score -3116007 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3116486.000000 Penalty: 3046.688232
	Iteration 4Q: 3 clusters Score -3116486 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3117019.750000 Penalty: 3046.688232
	Iteration 5Q: 3 clusters Score -3117020 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3117703.750000 Penalty: 3046.688232
	Iteration 6Q: 3 clusters Score -3117704 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3118594.250000 Penalty: 3046.688232
	Iteration 7F: 3 clusters Score -3118594 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3119678.000000 Penalty: 3046.688232
	Iteration 8F: 3 clusters Score -3119678 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3120820.500000 Penalty: 3046.688232
	Iteration 9F: 3 clusters Score -3120820 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3121912.250000 Penalty: 3046.688232
	Iteration 10F: 3 clusters Score -3121912 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3122866.250000 Penalty: 3046.688232
	Iteration 11Q: 3 clusters Score -3122866 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3123648.000000 Penalty: 3046.688232
	Iteration 12Q: 3 clusters Score -3123648 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3124163.250000 Penalty: 3046.688232
	Iteration 13Q: 3 clusters Score -3124163 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3124495.000000 Penalty: 3046.688232
	Iteration 14Q: 3 clusters Score -3124495 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3124730.500000 Penalty: 3046.688232
	Iteration 15Q: 3 clusters Score -3124730 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3124876.250000 Penalty: 3046.688232
	Iteration 16Q: 3 clusters Score -3124876 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3124960.750000 Penalty: 3046.688232
	Iteration 17Q: 3 clusters Score -3124961 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3125006.750000 Penalty: 3046.688232
	Iteration 18Q: 3 clusters Score -3125007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3125052.000000 Penalty: 3046.688232
	Iteration 19Q: 3 clusters Score -3125052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3125078.750000 Penalty: 3046.688232
	Iteration 20F: 3 clusters Score -3125079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3125093.500000 Penalty: 3046.688232
	Iteration 21Q: 3 clusters Score -3125094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3125121.500000 Penalty: 3046.688232
	Iteration 22Q: 3 clusters Score -3125122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3125142.250000 Penalty: 3046.688232
	Iteration 23Q: 3 clusters Score -3125142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3125159.250000 Penalty: 3046.688232
	Iteration 24Q: 3 clusters Score -3125159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3125180.000000 Penalty: 3046.688232
	Iteration 25Q: 3 clusters Score -3125180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3125190.750000 Penalty: 3046.688232
	Iteration 26Q: 3 clusters Score -3125191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3125196.500000 Penalty: 3046.688232
	Iteration 27Q: 3 clusters Score -3125196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3125202.750000 Penalty: 3046.688232
	Iteration 28Q: 3 clusters Score -3125203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3125206.500000 Penalty: 3046.688232
	Iteration 29Q: 3 clusters Score -3125206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3125213.500000 Penalty: 3046.688232
	Iteration 30Q: 3 clusters Score -3125214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3125209.500000 Penalty: 3046.688232
	Iteration 31Q: 3 clusters Score -3125210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3125220.000000 Penalty: 3046.688232
	Iteration 32Q: 3 clusters Score -3125220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3125223.750000 Penalty: 3046.688232
	Iteration 33Q: 3 clusters Score -3125224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3125227.250000 Penalty: 3046.688232
	Iteration 34Q: 3 clusters Score -3125227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3125229.750000 Penalty: 3046.688232
	Iteration 35Q: 3 clusters Score -3125230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3125232.250000 Penalty: 3046.688232
	Iteration 36Q: 3 clusters Score -3125232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3125239.500000 Penalty: 3046.688232
	Iteration 37Q: 3 clusters Score -3125240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3125243.000000 Penalty: 3046.688232
	Iteration 38Q: 3 clusters Score -3125243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3125249.000000 Penalty: 3046.688232
	Iteration 39Q: 3 clusters Score -3125249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3125254.500000 Penalty: 3046.688232
	Iteration 40F: 3 clusters Score -3125254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3125253.500000 Penalty: 3046.688232
	Iteration 41Q: 3 clusters Score -3125254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3125256.500000 Penalty: 3046.688232
	Iteration 42Q: 3 clusters Score -3125256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3125255.750000 Penalty: 3046.688232
	Iteration 43Q: 3 clusters Score -3125256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3125256.000000 Penalty: 3046.688232
	Iteration 44Q: 3 clusters Score -3125256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3125257.500000 Penalty: 3046.688232
	Iteration 45Q: 3 clusters Score -3125258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3125258.250000 Penalty: 3046.688232
	Iteration 46Q: 3 clusters Score -3125258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3125255.750000 Penalty: 3046.688232
	Iteration 47Q: 3 clusters Score -3125256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3125255.750000 Penalty: 3046.688232
	Iteration 48F: 3 clusters Score -3125256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Entering Unmasked Estep 
Score: -5582097.500000 Penalty: 1609.162476
	Iteration 0F: 2 clusters Score -5582098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -5549717.000000 Penalty: 3218.324951
	Iteration 0F: 3 clusters Score -5549717 nChanged 22938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5562226.000000 Penalty: 3218.324951
	Iteration 1F: 3 clusters Score -5562226 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -5562915.000000 Penalty: 3218.324951
	Iteration 2Q: 3 clusters Score -5562915 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -5563652.000000 Penalty: 3218.324951
	Iteration 3Q: 3 clusters Score -5563652 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -5564525.500000 Penalty: 3218.324951
	Iteration 4Q: 3 clusters Score -5564526 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -5565745.000000 Penalty: 3218.324951
	Iteration 5F: 3 clusters Score -5565745 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -5567340.500000 Penalty: 3218.324951
	Iteration 6F: 3 clusters Score -5567340 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -5569331.000000 Penalty: 3218.324951
	Iteration 7F: 3 clusters Score -5569331 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -5571380.500000 Penalty: 3218.324951
	Iteration 8F: 3 clusters Score -5571380 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5573243.000000 Penalty: 3218.324951
	Iteration 9F: 3 clusters Score -5573243 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -5574807.500000 Penalty: 3218.324951
	Iteration 10F: 3 clusters Score -5574808 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -5576197.500000 Penalty: 3218.324951
	Iteration 11Q: 3 clusters Score -5576198 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -5577335.000000 Penalty: 3218.324951
	Iteration 12Q: 3 clusters Score -5577335 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -5578252.000000 Penalty: 3218.324951
	Iteration 13Q: 3 clusters Score -5578252 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5579009.000000 Penalty: 3218.324951
	Iteration 14Q: 3 clusters Score -5579009 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5579593.000000 Penalty: 3218.324951
	Iteration 15Q: 3 clusters Score -5579593 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5580044.500000 Penalty: 3218.324951
	Iteration 16Q: 3 clusters Score -5580044 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5580368.500000 Penalty: 3218.324951
	Iteration 17Q: 3 clusters Score -5580368 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5580525.000000 Penalty: 3218.324951
	Iteration 18Q: 3 clusters Score -5580525 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5580672.500000 Penalty: 3218.324951
	Iteration 19Q: 3 clusters Score -5580672 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5580756.500000 Penalty: 3218.324951
	Iteration 20F: 3 clusters Score -5580756 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5580794.500000 Penalty: 3218.324951
	Iteration 21Q: 3 clusters Score -5580794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5580830.500000 Penalty: 3218.324951
	Iteration 22Q: 3 clusters Score -5580830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5580848.000000 Penalty: 3218.324951
	Iteration 23Q: 3 clusters Score -5580848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5580875.000000 Penalty: 3218.324951
	Iteration 24Q: 3 clusters Score -5580875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5580895.500000 Penalty: 3218.324951
	Iteration 25Q: 3 clusters Score -5580896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5580910.000000 Penalty: 3218.324951
	Iteration 26Q: 3 clusters Score -5580910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5580909.500000 Penalty: 3218.324951
	Iteration 27Q: 3 clusters Score -5580910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5580907.500000 Penalty: 3218.324951
	Iteration 28Q: 3 clusters Score -5580908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5580911.500000 Penalty: 3218.324951
	Iteration 29Q: 3 clusters Score -5580912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5580920.000000 Penalty: 3218.324951
	Iteration 30Q: 3 clusters Score -5580920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5580922.500000 Penalty: 3218.324951
	Iteration 31Q: 3 clusters Score -5580922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5580920.000000 Penalty: 3218.324951
	Iteration 32Q: 3 clusters Score -5580920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5580920.000000 Penalty: 3218.324951
	Iteration 33F: 3 clusters Score -5580920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Entering Unmasked Estep 
Score: -3213492.750000 Penalty: 1533.649414
	Iteration 0F: 2 clusters Score -3213493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3193967.000000 Penalty: 3067.298828
	Iteration 0F: 3 clusters Score -3193967 nChanged 13481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3201152.250000 Penalty: 3067.298828
	Iteration 1F: 3 clusters Score -3201152 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3201650.250000 Penalty: 3067.298828
	Iteration 2Q: 3 clusters Score -3201650 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3202083.750000 Penalty: 3067.298828
	Iteration 3Q: 3 clusters Score -3202084 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3202465.750000 Penalty: 3067.298828
	Iteration 4Q: 3 clusters Score -3202466 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3202789.750000 Penalty: 3067.298828
	Iteration 5Q: 3 clusters Score -3202790 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3203101.750000 Penalty: 3067.298828
	Iteration 6Q: 3 clusters Score -3203102 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3203406.750000 Penalty: 3067.298828
	Iteration 7Q: 3 clusters Score -3203407 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3203764.000000 Penalty: 3067.298828
	Iteration 8Q: 3 clusters Score -3203764 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3204112.000000 Penalty: 3067.298828
	Iteration 9Q: 3 clusters Score -3204112 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3204545.250000 Penalty: 3067.298828
	Iteration 10Q: 3 clusters Score -3204545 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3204991.250000 Penalty: 3067.298828
	Iteration 11Q: 3 clusters Score -3204991 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3205492.000000 Penalty: 3067.298828
	Iteration 12Q: 3 clusters Score -3205492 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3206011.250000 Penalty: 3067.298828
	Iteration 13Q: 3 clusters Score -3206011 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3206663.500000 Penalty: 3067.298828
	Iteration 14Q: 3 clusters Score -3206664 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3207277.750000 Penalty: 3067.298828
	Iteration 15Q: 3 clusters Score -3207278 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3207762.500000 Penalty: 3067.298828
	Iteration 16Q: 3 clusters Score -3207762 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3208070.250000 Penalty: 3067.298828
	Iteration 17Q: 3 clusters Score -3208070 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -3208287.500000 Penalty: 3067.298828
	Iteration 18Q: 3 clusters Score -3208288 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3208460.500000 Penalty: 3067.298828
	Iteration 19Q: 3 clusters Score -3208460 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3208632.500000 Penalty: 3067.298828
	Iteration 20F: 3 clusters Score -3208632 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3208787.500000 Penalty: 3067.298828
	Iteration 21Q: 3 clusters Score -3208788 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3208932.500000 Penalty: 3067.298828
	Iteration 22Q: 3 clusters Score -3208932 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3209080.500000 Penalty: 3067.298828
	Iteration 23Q: 3 clusters Score -3209080 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3209245.250000 Penalty: 3067.298828
	Iteration 24Q: 3 clusters Score -3209245 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3209394.500000 Penalty: 3067.298828
	Iteration 25Q: 3 clusters Score -3209394 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3209561.750000 Penalty: 3067.298828
	Iteration 26Q: 3 clusters Score -3209562 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3209733.750000 Penalty: 3067.298828
	Iteration 27Q: 3 clusters Score -3209734 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3209915.000000 Penalty: 3067.298828
	Iteration 28Q: 3 clusters Score -3209915 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3210090.000000 Penalty: 3067.298828
	Iteration 29Q: 3 clusters Score -3210090 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3210266.500000 Penalty: 3067.298828
	Iteration 30Q: 3 clusters Score -3210266 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3210465.250000 Penalty: 3067.298828
	Iteration 31Q: 3 clusters Score -3210465 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3210663.250000 Penalty: 3067.298828
	Iteration 32Q: 3 clusters Score -3210663 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3210846.000000 Penalty: 3067.298828
	Iteration 33Q: 3 clusters Score -3210846 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3211058.000000 Penalty: 3067.298828
	Iteration 34Q: 3 clusters Score -3211058 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3211235.000000 Penalty: 3067.298828
	Iteration 35Q: 3 clusters Score -3211235 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3211405.500000 Penalty: 3067.298828
	Iteration 36Q: 3 clusters Score -3211406 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -3211562.000000 Penalty: 3067.298828
	Iteration 37Q: 3 clusters Score -3211562 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3211689.750000 Penalty: 3067.298828
	Iteration 38Q: 3 clusters Score -3211690 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3211792.000000 Penalty: 3067.298828
	Iteration 39Q: 3 clusters Score -3211792 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3211891.000000 Penalty: 3067.298828
	Iteration 40F: 3 clusters Score -3211891 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -3211966.250000 Penalty: 3067.298828
	Iteration 41Q: 3 clusters Score -3211966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3212011.250000 Penalty: 3067.298828
	Iteration 42Q: 3 clusters Score -3212011 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3212051.250000 Penalty: 3067.298828
	Iteration 43Q: 3 clusters Score -3212051 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3212088.250000 Penalty: 3067.298828
	Iteration 44Q: 3 clusters Score -3212088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3212124.250000 Penalty: 3067.298828
	Iteration 45Q: 3 clusters Score -3212124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3212149.750000 Penalty: 3067.298828
	Iteration 46Q: 3 clusters Score -3212150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3212166.250000 Penalty: 3067.298828
	Iteration 47Q: 3 clusters Score -3212166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3212195.500000 Penalty: 3067.298828
	Iteration 48Q: 3 clusters Score -3212196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3212207.000000 Penalty: 3067.298828
	Iteration 49Q: 3 clusters Score -3212207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -3212220.250000 Penalty: 3067.298828
	Iteration 50Q: 3 clusters Score -3212220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3212225.500000 Penalty: 3067.298828
	Iteration 51Q: 3 clusters Score -3212226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3212228.250000 Penalty: 3067.298828
	Iteration 52Q: 3 clusters Score -3212228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3212243.000000 Penalty: 3067.298828
	Iteration 53Q: 3 clusters Score -3212243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3212255.000000 Penalty: 3067.298828
	Iteration 54Q: 3 clusters Score -3212255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -3212264.750000 Penalty: 3067.298828
	Iteration 55Q: 3 clusters Score -3212265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -3212268.000000 Penalty: 3067.298828
	Iteration 56Q: 3 clusters Score -3212268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3212267.750000 Penalty: 3067.298828
	Iteration 57Q: 3 clusters Score -3212268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3212272.250000 Penalty: 3067.298828
	Iteration 58Q: 3 clusters Score -3212272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3212279.750000 Penalty: 3067.298828
	Iteration 59Q: 3 clusters Score -3212280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3212282.250000 Penalty: 3067.298828
	Iteration 60F: 3 clusters Score -3212282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -3212285.750000 Penalty: 3067.298828
	Iteration 61Q: 3 clusters Score -3212286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -3212289.500000 Penalty: 3067.298828
	Iteration 62Q: 3 clusters Score -3212290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3212292.500000 Penalty: 3067.298828
	Iteration 63Q: 3 clusters Score -3212292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3212294.000000 Penalty: 3067.298828
	Iteration 64Q: 3 clusters Score -3212294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3212296.000000 Penalty: 3067.298828
	Iteration 65Q: 3 clusters Score -3212296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3212299.500000 Penalty: 3067.298828
	Iteration 66Q: 3 clusters Score -3212300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -3212295.750000 Penalty: 3067.298828
	Iteration 67Q: 3 clusters Score -3212296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3212296.750000 Penalty: 3067.298828
	Iteration 68Q: 3 clusters Score -3212297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3212302.000000 Penalty: 3067.298828
	Iteration 69Q: 3 clusters Score -3212302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -3212300.250000 Penalty: 3067.298828
	Iteration 70Q: 3 clusters Score -3212300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3212299.500000 Penalty: 3067.298828
	Iteration 71Q: 3 clusters Score -3212300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3212300.750000 Penalty: 3067.298828
	Iteration 72Q: 3 clusters Score -3212301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3212300.750000 Penalty: 3067.298828
	Iteration 73Q: 3 clusters Score -3212301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3212301.000000 Penalty: 3067.298828
	Iteration 74Q: 3 clusters Score -3212301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3212301.000000 Penalty: 3067.298828
	Iteration 75F: 3 clusters Score -3212301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Entering Unmasked Estep 
Score: -2616247.500000 Penalty: 1497.451904
	Iteration 0F: 2 clusters Score -2616248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2600929.000000 Penalty: 2994.903809
	Iteration 0F: 3 clusters Score -2600929 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2606798.750000 Penalty: 2994.903809
	Iteration 1F: 3 clusters Score -2606799 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2607425.500000 Penalty: 2994.903809
	Iteration 2F: 3 clusters Score -2607426 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2608105.750000 Penalty: 2994.903809
	Iteration 3F: 3 clusters Score -2608106 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2608941.500000 Penalty: 2994.903809
	Iteration 4F: 3 clusters Score -2608942 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2609861.750000 Penalty: 2994.903809
	Iteration 5F: 3 clusters Score -2609862 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2610835.000000 Penalty: 2994.903809
	Iteration 6F: 3 clusters Score -2610835 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2611765.750000 Penalty: 2994.903809
	Iteration 7F: 3 clusters Score -2611766 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2612624.250000 Penalty: 2994.903809
	Iteration 8F: 3 clusters Score -2612624 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2613329.500000 Penalty: 2994.903809
	Iteration 9Q: 3 clusters Score -2613330 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2613848.750000 Penalty: 2994.903809
	Iteration 10Q: 3 clusters Score -2613849 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2614214.750000 Penalty: 2994.903809
	Iteration 11Q: 3 clusters Score -2614215 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2614499.500000 Penalty: 2994.903809
	Iteration 12Q: 3 clusters Score -2614500 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2614724.750000 Penalty: 2994.903809
	Iteration 13Q: 3 clusters Score -2614725 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2614875.000000 Penalty: 2994.903809
	Iteration 14Q: 3 clusters Score -2614875 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2614959.750000 Penalty: 2994.903809
	Iteration 15Q: 3 clusters Score -2614960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2615030.250000 Penalty: 2994.903809
	Iteration 16Q: 3 clusters Score -2615030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2615068.250000 Penalty: 2994.903809
	Iteration 17Q: 3 clusters Score -2615068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2615102.250000 Penalty: 2994.903809
	Iteration 18Q: 3 clusters Score -2615102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2615135.250000 Penalty: 2994.903809
	Iteration 19Q: 3 clusters Score -2615135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2615160.500000 Penalty: 2994.903809
	Iteration 20F: 3 clusters Score -2615160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2615174.000000 Penalty: 2994.903809
	Iteration 21Q: 3 clusters Score -2615174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2615185.750000 Penalty: 2994.903809
	Iteration 22Q: 3 clusters Score -2615186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2615202.750000 Penalty: 2994.903809
	Iteration 23Q: 3 clusters Score -2615203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2615214.500000 Penalty: 2994.903809
	Iteration 24Q: 3 clusters Score -2615214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2615216.250000 Penalty: 2994.903809
	Iteration 25Q: 3 clusters Score -2615216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2615221.750000 Penalty: 2994.903809
	Iteration 26Q: 3 clusters Score -2615222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2615222.750000 Penalty: 2994.903809
	Iteration 27Q: 3 clusters Score -2615223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2615224.750000 Penalty: 2994.903809
	Iteration 28Q: 3 clusters Score -2615225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2615230.500000 Penalty: 2994.903809
	Iteration 29Q: 3 clusters Score -2615230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2615233.500000 Penalty: 2994.903809
	Iteration 30Q: 3 clusters Score -2615234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2615229.750000 Penalty: 2994.903809
	Iteration 31Q: 3 clusters Score -2615230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2615229.500000 Penalty: 2994.903809
	Iteration 32Q: 3 clusters Score -2615230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2615234.750000 Penalty: 2994.903809
	Iteration 33Q: 3 clusters Score -2615235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2615232.250000 Penalty: 2994.903809
	Iteration 34Q: 3 clusters Score -2615232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2615229.500000 Penalty: 2994.903809
	Iteration 35Q: 3 clusters Score -2615230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2615232.250000 Penalty: 2994.903809
	Iteration 36Q: 3 clusters Score -2615232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2615235.750000 Penalty: 2994.903809
	Iteration 37Q: 3 clusters Score -2615236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2615235.750000 Penalty: 2994.903809
	Iteration 38F: 3 clusters Score -2615236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Entering Unmasked Estep 
Score: -2644149.250000 Penalty: 1498.116089
	Iteration 0F: 2 clusters Score -2644149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2628757.250000 Penalty: 2996.232178
	Iteration 0F: 3 clusters Score -2628757 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2634399.250000 Penalty: 2996.232178
	Iteration 1F: 3 clusters Score -2634399 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2634940.750000 Penalty: 2996.232178
	Iteration 2F: 3 clusters Score -2634941 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2635428.500000 Penalty: 2996.232178
	Iteration 3F: 3 clusters Score -2635428 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2635911.250000 Penalty: 2996.232178
	Iteration 4Q: 3 clusters Score -2635911 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2636409.000000 Penalty: 2996.232178
	Iteration 5Q: 3 clusters Score -2636409 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2636906.500000 Penalty: 2996.232178
	Iteration 6Q: 3 clusters Score -2636906 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2637407.750000 Penalty: 2996.232178
	Iteration 7Q: 3 clusters Score -2637408 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2637942.250000 Penalty: 2996.232178
	Iteration 8Q: 3 clusters Score -2637942 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2638451.750000 Penalty: 2996.232178
	Iteration 9Q: 3 clusters Score -2638452 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2638949.750000 Penalty: 2996.232178
	Iteration 10Q: 3 clusters Score -2638950 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2639427.000000 Penalty: 2996.232178
	Iteration 11Q: 3 clusters Score -2639427 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2639969.250000 Penalty: 2996.232178
	Iteration 12Q: 3 clusters Score -2639969 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2640491.500000 Penalty: 2996.232178
	Iteration 13Q: 3 clusters Score -2640492 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2641005.750000 Penalty: 2996.232178
	Iteration 14Q: 3 clusters Score -2641006 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2641473.750000 Penalty: 2996.232178
	Iteration 15Q: 3 clusters Score -2641474 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2641842.500000 Penalty: 2996.232178
	Iteration 16Q: 3 clusters Score -2641842 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2642154.500000 Penalty: 2996.232178
	Iteration 17Q: 3 clusters Score -2642154 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2642440.250000 Penalty: 2996.232178
	Iteration 18Q: 3 clusters Score -2642440 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2642615.500000 Penalty: 2996.232178
	Iteration 19Q: 3 clusters Score -2642616 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2642749.500000 Penalty: 2996.232178
	Iteration 20F: 3 clusters Score -2642750 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2642847.750000 Penalty: 2996.232178
	Iteration 21Q: 3 clusters Score -2642848 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2642909.500000 Penalty: 2996.232178
	Iteration 22Q: 3 clusters Score -2642910 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2642962.000000 Penalty: 2996.232178
	Iteration 23Q: 3 clusters Score -2642962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2642990.750000 Penalty: 2996.232178
	Iteration 24Q: 3 clusters Score -2642991 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2643009.000000 Penalty: 2996.232178
	Iteration 25Q: 3 clusters Score -2643009 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2643030.250000 Penalty: 2996.232178
	Iteration 26Q: 3 clusters Score -2643030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2643052.250000 Penalty: 2996.232178
	Iteration 27Q: 3 clusters Score -2643052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2643064.750000 Penalty: 2996.232178
	Iteration 28Q: 3 clusters Score -2643065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2643074.000000 Penalty: 2996.232178
	Iteration 29Q: 3 clusters Score -2643074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2643084.500000 Penalty: 2996.232178
	Iteration 30Q: 3 clusters Score -2643084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2643094.500000 Penalty: 2996.232178
	Iteration 31Q: 3 clusters Score -2643094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2643104.250000 Penalty: 2996.232178
	Iteration 32Q: 3 clusters Score -2643104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2643119.750000 Penalty: 2996.232178
	Iteration 33Q: 3 clusters Score -2643120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2643125.750000 Penalty: 2996.232178
	Iteration 34Q: 3 clusters Score -2643126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2643135.750000 Penalty: 2996.232178
	Iteration 35Q: 3 clusters Score -2643136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2643146.750000 Penalty: 2996.232178
	Iteration 36Q: 3 clusters Score -2643147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2643153.250000 Penalty: 2996.232178
	Iteration 37Q: 3 clusters Score -2643153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2643160.000000 Penalty: 2996.232178
	Iteration 38Q: 3 clusters Score -2643160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2643165.750000 Penalty: 2996.232178
	Iteration 39Q: 3 clusters Score -2643166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2643165.750000 Penalty: 2996.232178
	Iteration 40F: 3 clusters Score -2643166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2643167.250000 Penalty: 2996.232178
	Iteration 41Q: 3 clusters Score -2643167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2643172.000000 Penalty: 2996.232178
	Iteration 42Q: 3 clusters Score -2643172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2643176.500000 Penalty: 2996.232178
	Iteration 43Q: 3 clusters Score -2643176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2643178.750000 Penalty: 2996.232178
	Iteration 44Q: 3 clusters Score -2643179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2643179.000000 Penalty: 2996.232178
	Iteration 45Q: 3 clusters Score -2643179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2643178.250000 Penalty: 2996.232178
	Iteration 46Q: 3 clusters Score -2643178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2643182.000000 Penalty: 2996.232178
	Iteration 47Q: 3 clusters Score -2643182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2643180.750000 Penalty: 2996.232178
	Iteration 48Q: 3 clusters Score -2643181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2643184.750000 Penalty: 2996.232178
	Iteration 49Q: 3 clusters Score -2643185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2643183.500000 Penalty: 2996.232178
	Iteration 50Q: 3 clusters Score -2643184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2643189.750000 Penalty: 2996.232178
	Iteration 51Q: 3 clusters Score -2643190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2643192.750000 Penalty: 2996.232178
	Iteration 52Q: 3 clusters Score -2643193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2643191.500000 Penalty: 2996.232178
	Iteration 53Q: 3 clusters Score -2643192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2643191.750000 Penalty: 2996.232178
	Iteration 54Q: 3 clusters Score -2643192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2643196.000000 Penalty: 2996.232178
	Iteration 55Q: 3 clusters Score -2643196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2643197.750000 Penalty: 2996.232178
	Iteration 56Q: 3 clusters Score -2643198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2643202.000000 Penalty: 2996.232178
	Iteration 57Q: 3 clusters Score -2643202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2643202.250000 Penalty: 2996.232178
	Iteration 58Q: 3 clusters Score -2643202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2643205.500000 Penalty: 2996.232178
	Iteration 59Q: 3 clusters Score -2643206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2643204.750000 Penalty: 2996.232178
	Iteration 60F: 3 clusters Score -2643205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2643207.250000 Penalty: 2996.232178
	Iteration 61Q: 3 clusters Score -2643207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2643211.250000 Penalty: 2996.232178
	Iteration 62Q: 3 clusters Score -2643211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2643211.500000 Penalty: 2996.232178
	Iteration 63Q: 3 clusters Score -2643212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2643212.250000 Penalty: 2996.232178
	Iteration 64Q: 3 clusters Score -2643212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2643215.000000 Penalty: 2996.232178
	Iteration 65Q: 3 clusters Score -2643215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2643212.750000 Penalty: 2996.232178
	Iteration 66Q: 3 clusters Score -2643213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2643212.750000 Penalty: 2996.232178
	Iteration 67F: 3 clusters Score -2643213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Entering Unmasked Estep 
Score: -1681145.750000 Penalty: 1430.891357
	Iteration 0F: 2 clusters Score -1681146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1671322.000000 Penalty: 2861.782715
	Iteration 0F: 3 clusters Score -1671322 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1674721.125000 Penalty: 2861.782715
	Iteration 1F: 3 clusters Score -1674721 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1675123.250000 Penalty: 2861.782715
	Iteration 2F: 3 clusters Score -1675123 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1675435.375000 Penalty: 2861.782715
	Iteration 3F: 3 clusters Score -1675435 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1675673.625000 Penalty: 2861.782715
	Iteration 4Q: 3 clusters Score -1675674 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1675914.625000 Penalty: 2861.782715
	Iteration 5Q: 3 clusters Score -1675915 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1676155.750000 Penalty: 2861.782715
	Iteration 6Q: 3 clusters Score -1676156 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1676427.375000 Penalty: 2861.782715
	Iteration 7Q: 3 clusters Score -1676427 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1676706.125000 Penalty: 2861.782715
	Iteration 8Q: 3 clusters Score -1676706 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1676985.500000 Penalty: 2861.782715
	Iteration 9Q: 3 clusters Score -1676986 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1677230.250000 Penalty: 2861.782715
	Iteration 10Q: 3 clusters Score -1677230 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1677488.125000 Penalty: 2861.782715
	Iteration 11Q: 3 clusters Score -1677488 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1677691.875000 Penalty: 2861.782715
	Iteration 12Q: 3 clusters Score -1677692 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1677854.500000 Penalty: 2861.782715
	Iteration 13Q: 3 clusters Score -1677854 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1677999.500000 Penalty: 2861.782715
	Iteration 14Q: 3 clusters Score -1678000 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1678129.500000 Penalty: 2861.782715
	Iteration 15Q: 3 clusters Score -1678130 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1678258.250000 Penalty: 2861.782715
	Iteration 16Q: 3 clusters Score -1678258 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1678392.500000 Penalty: 2861.782715
	Iteration 17Q: 3 clusters Score -1678392 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1678522.500000 Penalty: 2861.782715
	Iteration 18Q: 3 clusters Score -1678522 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1678634.500000 Penalty: 2861.782715
	Iteration 19Q: 3 clusters Score -1678634 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1678763.375000 Penalty: 2861.782715
	Iteration 20F: 3 clusters Score -1678763 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1678894.125000 Penalty: 2861.782715
	Iteration 21Q: 3 clusters Score -1678894 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1679031.125000 Penalty: 2861.782715
	Iteration 22Q: 3 clusters Score -1679031 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1679203.375000 Penalty: 2861.782715
	Iteration 23Q: 3 clusters Score -1679203 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1679345.500000 Penalty: 2861.782715
	Iteration 24Q: 3 clusters Score -1679346 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1679473.250000 Penalty: 2861.782715
	Iteration 25Q: 3 clusters Score -1679473 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1679582.375000 Penalty: 2861.782715
	Iteration 26Q: 3 clusters Score -1679582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1679652.125000 Penalty: 2861.782715
	Iteration 27Q: 3 clusters Score -1679652 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1679725.625000 Penalty: 2861.782715
	Iteration 28Q: 3 clusters Score -1679726 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1679775.000000 Penalty: 2861.782715
	Iteration 29Q: 3 clusters Score -1679775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1679822.250000 Penalty: 2861.782715
	Iteration 30Q: 3 clusters Score -1679822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1679848.625000 Penalty: 2861.782715
	Iteration 31Q: 3 clusters Score -1679849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1679872.750000 Penalty: 2861.782715
	Iteration 32Q: 3 clusters Score -1679873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1679898.875000 Penalty: 2861.782715
	Iteration 33Q: 3 clusters Score -1679899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1679916.875000 Penalty: 2861.782715
	Iteration 34Q: 3 clusters Score -1679917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1679931.750000 Penalty: 2861.782715
	Iteration 35Q: 3 clusters Score -1679932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1679937.000000 Penalty: 2861.782715
	Iteration 36Q: 3 clusters Score -1679937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1679944.000000 Penalty: 2861.782715
	Iteration 37Q: 3 clusters Score -1679944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1679951.000000 Penalty: 2861.782715
	Iteration 38Q: 3 clusters Score -1679951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1679958.125000 Penalty: 2861.782715
	Iteration 39Q: 3 clusters Score -1679958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1679966.625000 Penalty: 2861.782715
	Iteration 40F: 3 clusters Score -1679967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1679970.625000 Penalty: 2861.782715
	Iteration 41Q: 3 clusters Score -1679971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1679976.375000 Penalty: 2861.782715
	Iteration 42Q: 3 clusters Score -1679976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1679982.125000 Penalty: 2861.782715
	Iteration 43Q: 3 clusters Score -1679982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1679984.000000 Penalty: 2861.782715
	Iteration 44Q: 3 clusters Score -1679984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1679987.250000 Penalty: 2861.782715
	Iteration 45Q: 3 clusters Score -1679987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1679996.375000 Penalty: 2861.782715
	Iteration 46Q: 3 clusters Score -1679996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1680002.750000 Penalty: 2861.782715
	Iteration 47Q: 3 clusters Score -1680003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1680009.625000 Penalty: 2861.782715
	Iteration 48Q: 3 clusters Score -1680010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1680016.500000 Penalty: 2861.782715
	Iteration 49Q: 3 clusters Score -1680016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1680025.375000 Penalty: 2861.782715
	Iteration 50Q: 3 clusters Score -1680025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1680029.500000 Penalty: 2861.782715
	Iteration 51Q: 3 clusters Score -1680030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1680031.250000 Penalty: 2861.782715
	Iteration 52Q: 3 clusters Score -1680031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1680033.250000 Penalty: 2861.782715
	Iteration 53Q: 3 clusters Score -1680033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1680033.250000 Penalty: 2861.782715
	Iteration 54F: 3 clusters Score -1680033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -336515.406250 Penalty: 1204.806396
	Iteration 0F: 2 clusters Score -336515.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -333831.781250 Penalty: 2409.612793
	Iteration 0F: 3 clusters Score -333831.8 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -334686.625000 Penalty: 2409.612793
	Iteration 1F: 3 clusters Score -334686.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -334939.937500 Penalty: 2409.612793
	Iteration 2F: 3 clusters Score -334939.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -335129.250000 Penalty: 2409.612793
	Iteration 3F: 3 clusters Score -335129.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -335269.687500 Penalty: 2409.612793
	Iteration 4Q: 3 clusters Score -335269.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -335402.187500 Penalty: 2409.612793
	Iteration 5Q: 3 clusters Score -335402.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -335489.093750 Penalty: 2409.612793
	Iteration 6Q: 3 clusters Score -335489.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -335570.031250 Penalty: 2409.612793
	Iteration 7Q: 3 clusters Score -335570 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -335627.875000 Penalty: 2409.612793
	Iteration 8Q: 3 clusters Score -335627.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -335684.781250 Penalty: 2409.612793
	Iteration 9Q: 3 clusters Score -335684.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -335728.218750 Penalty: 2409.612793
	Iteration 10Q: 3 clusters Score -335728.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -335769.437500 Penalty: 2409.612793
	Iteration 11Q: 3 clusters Score -335769.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -335804.843750 Penalty: 2409.612793
	Iteration 12Q: 3 clusters Score -335804.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -335835.750000 Penalty: 2409.612793
	Iteration 13Q: 3 clusters Score -335835.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -335861.500000 Penalty: 2409.612793
	Iteration 14Q: 3 clusters Score -335861.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -335882.562500 Penalty: 2409.612793
	Iteration 15Q: 3 clusters Score -335882.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -335906.187500 Penalty: 2409.612793
	Iteration 16Q: 3 clusters Score -335906.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -335927.375000 Penalty: 2409.612793
	Iteration 17Q: 3 clusters Score -335927.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -335944.968750 Penalty: 2409.612793
	Iteration 18Q: 3 clusters Score -335945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -335960.781250 Penalty: 2409.612793
	Iteration 19Q: 3 clusters Score -335960.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -335970.312500 Penalty: 2409.612793
	Iteration 20F: 3 clusters Score -335970.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -335979.718750 Penalty: 2409.612793
	Iteration 21Q: 3 clusters Score -335979.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -335989.000000 Penalty: 2409.612793
	Iteration 22Q: 3 clusters Score -335989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -335995.812500 Penalty: 2409.612793
	Iteration 23Q: 3 clusters Score -335995.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -336000.906250 Penalty: 2409.612793
	Iteration 24Q: 3 clusters Score -336000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -336004.406250 Penalty: 2409.612793
	Iteration 25Q: 3 clusters Score -336004.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -336005.562500 Penalty: 2409.612793
	Iteration 26Q: 3 clusters Score -336005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -336007.156250 Penalty: 2409.612793
	Iteration 27Q: 3 clusters Score -336007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -336008.000000 Penalty: 2409.612793
	Iteration 28Q: 3 clusters Score -336008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -336009.062500 Penalty: 2409.612793
	Iteration 29Q: 3 clusters Score -336009.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -336009.062500 Penalty: 2409.612793
	Iteration 30F: 3 clusters Score -336009.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Entering Unmasked Estep 
Score: -4247916.500000 Penalty: 1569.690186
	Iteration 0F: 2 clusters Score -4247916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4222901.000000 Penalty: 3139.380371
	Iteration 0F: 3 clusters Score -4222901 nChanged 17508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -4232446.500000 Penalty: 3139.380371
	Iteration 1F: 3 clusters Score -4232446 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4233064.500000 Penalty: 3139.380371
	Iteration 2Q: 3 clusters Score -4233064 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4233772.000000 Penalty: 3139.380371
	Iteration 3Q: 3 clusters Score -4233772 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -4234818.500000 Penalty: 3139.380371
	Iteration 4F: 3 clusters Score -4234818 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4236319.000000 Penalty: 3139.380371
	Iteration 5F: 3 clusters Score -4236319 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4238512.500000 Penalty: 3139.380371
	Iteration 6F: 3 clusters Score -4238512 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -4240993.000000 Penalty: 3139.380371
	Iteration 7F: 3 clusters Score -4240993 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4243288.000000 Penalty: 3139.380371
	Iteration 8F: 3 clusters Score -4243288 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4244943.500000 Penalty: 3139.380371
	Iteration 9Q: 3 clusters Score -4244944 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4245757.500000 Penalty: 3139.380371
	Iteration 10Q: 3 clusters Score -4245758 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4246144.500000 Penalty: 3139.380371
	Iteration 11Q: 3 clusters Score -4246144 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4246362.000000 Penalty: 3139.380371
	Iteration 12Q: 3 clusters Score -4246362 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4246446.500000 Penalty: 3139.380371
	Iteration 13Q: 3 clusters Score -4246446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4246503.000000 Penalty: 3139.380371
	Iteration 14Q: 3 clusters Score -4246503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4246535.500000 Penalty: 3139.380371
	Iteration 15Q: 3 clusters Score -4246536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4246558.000000 Penalty: 3139.380371
	Iteration 16Q: 3 clusters Score -4246558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4246576.000000 Penalty: 3139.380371
	Iteration 17Q: 3 clusters Score -4246576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4246581.500000 Penalty: 3139.380371
	Iteration 18Q: 3 clusters Score -4246582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4246599.000000 Penalty: 3139.380371
	Iteration 19Q: 3 clusters Score -4246599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4246611.500000 Penalty: 3139.380371
	Iteration 20F: 3 clusters Score -4246612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4246620.500000 Penalty: 3139.380371
	Iteration 21Q: 3 clusters Score -4246620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4246631.000000 Penalty: 3139.380371
	Iteration 22Q: 3 clusters Score -4246631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4246636.500000 Penalty: 3139.380371
	Iteration 23Q: 3 clusters Score -4246636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4246639.000000 Penalty: 3139.380371
	Iteration 24Q: 3 clusters Score -4246639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4246646.000000 Penalty: 3139.380371
	Iteration 25Q: 3 clusters Score -4246646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4246644.000000 Penalty: 3139.380371
	Iteration 26Q: 3 clusters Score -4246644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4246647.000000 Penalty: 3139.380371
	Iteration 27Q: 3 clusters Score -4246647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4246647.000000 Penalty: 3139.380371
	Iteration 28F: 3 clusters Score -4246647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -128702.703125 Penalty: 1050.343262
	Iteration 0F: 2 clusters Score -128702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127329.632812 Penalty: 2100.686523
	Iteration 0F: 3 clusters Score -127329.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -127630.171875 Penalty: 2100.686523
	Iteration 1F: 3 clusters Score -127630.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -127723.296875 Penalty: 2100.686523
	Iteration 2F: 3 clusters Score -127723.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127763.632812 Penalty: 2100.686523
	Iteration 3Q: 3 clusters Score -127763.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127796.585938 Penalty: 2100.686523
	Iteration 4Q: 3 clusters Score -127796.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -127817.882812 Penalty: 2100.686523
	Iteration 5Q: 3 clusters Score -127817.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127831.960938 Penalty: 2100.686523
	Iteration 6Q: 3 clusters Score -127832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -127837.820312 Penalty: 2100.686523
	Iteration 7Q: 3 clusters Score -127837.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -127842.609375 Penalty: 2100.686523
	Iteration 8Q: 3 clusters Score -127842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127847.234375 Penalty: 2100.686523
	Iteration 9Q: 3 clusters Score -127847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127848.062500 Penalty: 2100.686523
	Iteration 10Q: 3 clusters Score -127848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127848.062500 Penalty: 2100.686523
	Iteration 11F: 3 clusters Score -127848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Entering Unmasked Estep 
Score: -4522766.500000 Penalty: 1577.595459
	Iteration 0F: 2 clusters Score -4522766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4496598.000000 Penalty: 3155.190918
	Iteration 0F: 3 clusters Score -4496598 nChanged 18376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4506779.000000 Penalty: 3155.190918
	Iteration 1F: 3 clusters Score -4506779 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -4507679.500000 Penalty: 3155.190918
	Iteration 2F: 3 clusters Score -4507680 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4508971.000000 Penalty: 3155.190918
	Iteration 3F: 3 clusters Score -4508971 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4510690.500000 Penalty: 3155.190918
	Iteration 4F: 3 clusters Score -4510690 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4512647.000000 Penalty: 3155.190918
	Iteration 5F: 3 clusters Score -4512647 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -4514459.500000 Penalty: 3155.190918
	Iteration 6F: 3 clusters Score -4514460 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -4516186.500000 Penalty: 3155.190918
	Iteration 7F: 3 clusters Score -4516186 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -4517632.000000 Penalty: 3155.190918
	Iteration 8F: 3 clusters Score -4517632 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4518765.500000 Penalty: 3155.190918
	Iteration 9Q: 3 clusters Score -4518766 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4519608.000000 Penalty: 3155.190918
	Iteration 10Q: 3 clusters Score -4519608 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4520266.000000 Penalty: 3155.190918
	Iteration 11Q: 3 clusters Score -4520266 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4520738.500000 Penalty: 3155.190918
	Iteration 12Q: 3 clusters Score -4520738 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4521018.500000 Penalty: 3155.190918
	Iteration 13Q: 3 clusters Score -4521018 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4521188.000000 Penalty: 3155.190918
	Iteration 14Q: 3 clusters Score -4521188 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4521287.500000 Penalty: 3155.190918
	Iteration 15Q: 3 clusters Score -4521288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4521389.000000 Penalty: 3155.190918
	Iteration 16Q: 3 clusters Score -4521389 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4521452.000000 Penalty: 3155.190918
	Iteration 17Q: 3 clusters Score -4521452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4521489.000000 Penalty: 3155.190918
	Iteration 18Q: 3 clusters Score -4521489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4521497.500000 Penalty: 3155.190918
	Iteration 19Q: 3 clusters Score -4521498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4521513.500000 Penalty: 3155.190918
	Iteration 20F: 3 clusters Score -4521514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4521519.000000 Penalty: 3155.190918
	Iteration 21Q: 3 clusters Score -4521519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4521539.000000 Penalty: 3155.190918
	Iteration 22Q: 3 clusters Score -4521539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4521544.000000 Penalty: 3155.190918
	Iteration 23Q: 3 clusters Score -4521544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4521548.500000 Penalty: 3155.190918
	Iteration 24Q: 3 clusters Score -4521548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4521553.000000 Penalty: 3155.190918
	Iteration 25Q: 3 clusters Score -4521553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4521560.000000 Penalty: 3155.190918
	Iteration 26Q: 3 clusters Score -4521560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4521559.500000 Penalty: 3155.190918
	Iteration 27Q: 3 clusters Score -4521560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4521560.500000 Penalty: 3155.190918
	Iteration 28Q: 3 clusters Score -4521560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4521560.500000 Penalty: 3155.190918
	Iteration 29F: 3 clusters Score -4521560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -168346.390625 Penalty: 1104.804565
	Iteration 0F: 2 clusters Score -168346.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -166727.703125 Penalty: 2209.609131
	Iteration 0F: 3 clusters Score -166727.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -167132.546875 Penalty: 2209.609131
	Iteration 1F: 3 clusters Score -167132.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -167263.906250 Penalty: 2209.609131
	Iteration 2F: 3 clusters Score -167263.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -167345.734375 Penalty: 2209.609131
	Iteration 3Q: 3 clusters Score -167345.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -167400.156250 Penalty: 2209.609131
	Iteration 4Q: 3 clusters Score -167400.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -167440.718750 Penalty: 2209.609131
	Iteration 5Q: 3 clusters Score -167440.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -167474.656250 Penalty: 2209.609131
	Iteration 6Q: 3 clusters Score -167474.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -167506.593750 Penalty: 2209.609131
	Iteration 7Q: 3 clusters Score -167506.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -167520.421875 Penalty: 2209.609131
	Iteration 8Q: 3 clusters Score -167520.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -167539.578125 Penalty: 2209.609131
	Iteration 9Q: 3 clusters Score -167539.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -167560.390625 Penalty: 2209.609131
	Iteration 10Q: 3 clusters Score -167560.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -167576.359375 Penalty: 2209.609131
	Iteration 11Q: 3 clusters Score -167576.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -167595.015625 Penalty: 2209.609131
	Iteration 12Q: 3 clusters Score -167595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -167619.015625 Penalty: 2209.609131
	Iteration 13Q: 3 clusters Score -167619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -167634.375000 Penalty: 2209.609131
	Iteration 14Q: 3 clusters Score -167634.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -167643.500000 Penalty: 2209.609131
	Iteration 15Q: 3 clusters Score -167643.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -167647.281250 Penalty: 2209.609131
	Iteration 16Q: 3 clusters Score -167647.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -167653.750000 Penalty: 2209.609131
	Iteration 17Q: 3 clusters Score -167653.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -167665.015625 Penalty: 2209.609131
	Iteration 18Q: 3 clusters Score -167665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -167673.140625 Penalty: 2209.609131
	Iteration 19Q: 3 clusters Score -167673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -167685.187500 Penalty: 2209.609131
	Iteration 20F: 3 clusters Score -167685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -167694.656250 Penalty: 2209.609131
	Iteration 21Q: 3 clusters Score -167694.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -167699.890625 Penalty: 2209.609131
	Iteration 22Q: 3 clusters Score -167699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -167705.828125 Penalty: 2209.609131
	Iteration 23Q: 3 clusters Score -167705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -167717.500000 Penalty: 2209.609131
	Iteration 24Q: 3 clusters Score -167717.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -167725.593750 Penalty: 2209.609131
	Iteration 25Q: 3 clusters Score -167725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -167732.546875 Penalty: 2209.609131
	Iteration 26Q: 3 clusters Score -167732.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -167738.296875 Penalty: 2209.609131
	Iteration 27Q: 3 clusters Score -167738.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -167741.953125 Penalty: 2209.609131
	Iteration 28Q: 3 clusters Score -167742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -167743.890625 Penalty: 2209.609131
	Iteration 29Q: 3 clusters Score -167743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -167748.703125 Penalty: 2209.609131
	Iteration 30Q: 3 clusters Score -167748.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -167750.765625 Penalty: 2209.609131
	Iteration 31Q: 3 clusters Score -167750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167754.359375 Penalty: 2209.609131
	Iteration 32Q: 3 clusters Score -167754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -167754.859375 Penalty: 2209.609131
	Iteration 33Q: 3 clusters Score -167754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -167755.125000 Penalty: 2209.609131
	Iteration 34Q: 3 clusters Score -167755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -167755.125000 Penalty: 2209.609131
	Iteration 35F: 3 clusters Score -167755.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Entering Unmasked Estep 
Score: -6039690.500000 Penalty: 1626.527100
	Iteration 0F: 2 clusters Score -6039690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -6003332.500000 Penalty: 3253.054199
	Iteration 0F: 3 clusters Score -6003332 nChanged 25960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -6018128.500000 Penalty: 3253.054199
	Iteration 1F: 3 clusters Score -6018128 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -6018905.000000 Penalty: 3253.054199
	Iteration 2Q: 3 clusters Score -6018905 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -6019715.500000 Penalty: 3253.054199
	Iteration 3Q: 3 clusters Score -6019716 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -6020687.000000 Penalty: 3253.054199
	Iteration 4Q: 3 clusters Score -6020687 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -6021803.000000 Penalty: 3253.054199
	Iteration 5Q: 3 clusters Score -6021803 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -6023113.500000 Penalty: 3253.054199
	Iteration 6Q: 3 clusters Score -6023114 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6024653.500000 Penalty: 3253.054199
	Iteration 7F: 3 clusters Score -6024654 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -6026312.000000 Penalty: 3253.054199
	Iteration 8F: 3 clusters Score -6026312 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -6028087.000000 Penalty: 3253.054199
	Iteration 9F: 3 clusters Score -6028087 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -6029953.500000 Penalty: 3253.054199
	Iteration 10F: 3 clusters Score -6029954 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -6031673.000000 Penalty: 3253.054199
	Iteration 11Q: 3 clusters Score -6031673 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -6033180.500000 Penalty: 3253.054199
	Iteration 12Q: 3 clusters Score -6033180 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -6034422.000000 Penalty: 3253.054199
	Iteration 13Q: 3 clusters Score -6034422 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -6035498.500000 Penalty: 3253.054199
	Iteration 14Q: 3 clusters Score -6035498 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -6036336.000000 Penalty: 3253.054199
	Iteration 15Q: 3 clusters Score -6036336 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -6036980.000000 Penalty: 3253.054199
	Iteration 16Q: 3 clusters Score -6036980 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -6037468.000000 Penalty: 3253.054199
	Iteration 17Q: 3 clusters Score -6037468 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -6037817.000000 Penalty: 3253.054199
	Iteration 18Q: 3 clusters Score -6037817 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6038078.000000 Penalty: 3253.054199
	Iteration 19Q: 3 clusters Score -6038078 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -6038244.500000 Penalty: 3253.054199
	Iteration 20F: 3 clusters Score -6038244 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -6038370.500000 Penalty: 3253.054199
	Iteration 21Q: 3 clusters Score -6038370 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6038421.500000 Penalty: 3253.054199
	Iteration 22Q: 3 clusters Score -6038422 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6038463.500000 Penalty: 3253.054199
	Iteration 23Q: 3 clusters Score -6038464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6038496.500000 Penalty: 3253.054199
	Iteration 24Q: 3 clusters Score -6038496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6038498.000000 Penalty: 3253.054199
	Iteration 25Q: 3 clusters Score -6038498 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -6038517.000000 Penalty: 3253.054199
	Iteration 26Q: 3 clusters Score -6038517 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6038528.000000 Penalty: 3253.054199
	Iteration 27Q: 3 clusters Score -6038528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6038549.000000 Penalty: 3253.054199
	Iteration 28Q: 3 clusters Score -6038549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -6038565.000000 Penalty: 3253.054199
	Iteration 29Q: 3 clusters Score -6038565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -6038577.500000 Penalty: 3253.054199
	Iteration 30Q: 3 clusters Score -6038578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6038587.000000 Penalty: 3253.054199
	Iteration 31Q: 3 clusters Score -6038587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -6038583.000000 Penalty: 3253.054199
	Iteration 32Q: 3 clusters Score -6038583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6038586.500000 Penalty: 3253.054199
	Iteration 33Q: 3 clusters Score -6038586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -6038592.000000 Penalty: 3253.054199
	Iteration 34Q: 3 clusters Score -6038592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -6038595.500000 Penalty: 3253.054199
	Iteration 35Q: 3 clusters Score -6038596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6038605.500000 Penalty: 3253.054199
	Iteration 36Q: 3 clusters Score -6038606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -6038625.000000 Penalty: 3253.054199
	Iteration 37Q: 3 clusters Score -6038625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6038632.500000 Penalty: 3253.054199
	Iteration 38Q: 3 clusters Score -6038632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -6038638.000000 Penalty: 3253.054199
	Iteration 39Q: 3 clusters Score -6038638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6038650.000000 Penalty: 3253.054199
	Iteration 40F: 3 clusters Score -6038650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6038651.500000 Penalty: 3253.054199
	Iteration 41Q: 3 clusters Score -6038652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6038655.000000 Penalty: 3253.054199
	Iteration 42Q: 3 clusters Score -6038655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6038659.500000 Penalty: 3253.054199
	Iteration 43Q: 3 clusters Score -6038660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -6038663.500000 Penalty: 3253.054199
	Iteration 44Q: 3 clusters Score -6038664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6038660.000000 Penalty: 3253.054199
	Iteration 45Q: 3 clusters Score -6038660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6038663.000000 Penalty: 3253.054199
	Iteration 46Q: 3 clusters Score -6038663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6038666.000000 Penalty: 3253.054199
	Iteration 47Q: 3 clusters Score -6038666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -6038685.000000 Penalty: 3253.054199
	Iteration 48Q: 3 clusters Score -6038685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6038684.500000 Penalty: 3253.054199
	Iteration 49Q: 3 clusters Score -6038684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6038680.000000 Penalty: 3253.054199
	Iteration 50Q: 3 clusters Score -6038680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6038685.500000 Penalty: 3253.054199
	Iteration 51Q: 3 clusters Score -6038686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6038679.000000 Penalty: 3253.054199
	Iteration 52Q: 3 clusters Score -6038679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6038683.000000 Penalty: 3253.054199
	Iteration 53Q: 3 clusters Score -6038683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -6038684.500000 Penalty: 3253.054199
	Iteration 54Q: 3 clusters Score -6038684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6038687.500000 Penalty: 3253.054199
	Iteration 55Q: 3 clusters Score -6038688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6038687.500000 Penalty: 3253.054199
	Iteration 56Q: 3 clusters Score -6038688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -6038685.500000 Penalty: 3253.054199
	Iteration 57Q: 3 clusters Score -6038686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6038684.000000 Penalty: 3253.054199
	Iteration 58Q: 3 clusters Score -6038684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6038684.000000 Penalty: 3253.054199
	Iteration 59F: 3 clusters Score -6038684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -83798.539062 Penalty: 999.429321
	Iteration 0F: 2 clusters Score -83798.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82627.078125 Penalty: 1998.858643
	Iteration 0F: 3 clusters Score -82627.08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82917.757812 Penalty: 1998.858643
	Iteration 1F: 3 clusters Score -82917.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83038.679688 Penalty: 1998.858643
	Iteration 2F: 3 clusters Score -83038.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -83106.593750 Penalty: 1998.858643
	Iteration 3Q: 3 clusters Score -83106.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83162.609375 Penalty: 1998.858643
	Iteration 4Q: 3 clusters Score -83162.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83178.789062 Penalty: 1998.858643
	Iteration 5Q: 3 clusters Score -83178.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -83187.359375 Penalty: 1998.858643
	Iteration 6Q: 3 clusters Score -83187.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83196.632812 Penalty: 1998.858643
	Iteration 7Q: 3 clusters Score -83196.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -83201.179688 Penalty: 1998.858643
	Iteration 8Q: 3 clusters Score -83201.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83205.312500 Penalty: 1998.858643
	Iteration 9Q: 3 clusters Score -83205.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83208.921875 Penalty: 1998.858643
	Iteration 10Q: 3 clusters Score -83208.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83210.109375 Penalty: 1998.858643
	Iteration 11Q: 3 clusters Score -83210.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83213.328125 Penalty: 1998.858643
	Iteration 12Q: 3 clusters Score -83213.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83214.867188 Penalty: 1998.858643
	Iteration 13Q: 3 clusters Score -83214.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83216.882812 Penalty: 1998.858643
	Iteration 14Q: 3 clusters Score -83216.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -83218.601562 Penalty: 1998.858643
	Iteration 15Q: 3 clusters Score -83218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -83218.601562 Penalty: 1998.858643
	Iteration 16F: 3 clusters Score -83218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Entering Unmasked Estep 
Score: -2466648.500000 Penalty: 1488.172485
	Iteration 0F: 2 clusters Score -2466648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2452333.000000 Penalty: 2976.344971
	Iteration 0F: 3 clusters Score -2452333 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2457598.250000 Penalty: 2976.344971
	Iteration 1F: 3 clusters Score -2457598 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2458020.000000 Penalty: 2976.344971
	Iteration 2F: 3 clusters Score -2458020 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2458370.250000 Penalty: 2976.344971
	Iteration 3Q: 3 clusters Score -2458370 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2458662.250000 Penalty: 2976.344971
	Iteration 4Q: 3 clusters Score -2458662 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2459022.000000 Penalty: 2976.344971
	Iteration 5Q: 3 clusters Score -2459022 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2459429.250000 Penalty: 2976.344971
	Iteration 6Q: 3 clusters Score -2459429 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2459929.750000 Penalty: 2976.344971
	Iteration 7Q: 3 clusters Score -2459930 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2460565.000000 Penalty: 2976.344971
	Iteration 8F: 3 clusters Score -2460565 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2461294.500000 Penalty: 2976.344971
	Iteration 9F: 3 clusters Score -2461294 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2462151.500000 Penalty: 2976.344971
	Iteration 10F: 3 clusters Score -2462152 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2463008.750000 Penalty: 2976.344971
	Iteration 11F: 3 clusters Score -2463009 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2463735.500000 Penalty: 2976.344971
	Iteration 12Q: 3 clusters Score -2463736 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2464332.000000 Penalty: 2976.344971
	Iteration 13Q: 3 clusters Score -2464332 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2464811.250000 Penalty: 2976.344971
	Iteration 14Q: 3 clusters Score -2464811 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2465115.750000 Penalty: 2976.344971
	Iteration 15Q: 3 clusters Score -2465116 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2465303.250000 Penalty: 2976.344971
	Iteration 16Q: 3 clusters Score -2465303 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2465410.500000 Penalty: 2976.344971
	Iteration 17Q: 3 clusters Score -2465410 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2465495.750000 Penalty: 2976.344971
	Iteration 18Q: 3 clusters Score -2465496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2465552.500000 Penalty: 2976.344971
	Iteration 19Q: 3 clusters Score -2465552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2465592.000000 Penalty: 2976.344971
	Iteration 20F: 3 clusters Score -2465592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2465616.000000 Penalty: 2976.344971
	Iteration 21Q: 3 clusters Score -2465616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2465631.750000 Penalty: 2976.344971
	Iteration 22Q: 3 clusters Score -2465632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2465640.250000 Penalty: 2976.344971
	Iteration 23Q: 3 clusters Score -2465640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2465644.250000 Penalty: 2976.344971
	Iteration 24Q: 3 clusters Score -2465644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2465654.000000 Penalty: 2976.344971
	Iteration 25Q: 3 clusters Score -2465654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2465656.750000 Penalty: 2976.344971
	Iteration 26Q: 3 clusters Score -2465657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2465659.250000 Penalty: 2976.344971
	Iteration 27Q: 3 clusters Score -2465659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2465664.000000 Penalty: 2976.344971
	Iteration 28Q: 3 clusters Score -2465664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2465665.000000 Penalty: 2976.344971
	Iteration 29Q: 3 clusters Score -2465665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2465667.000000 Penalty: 2976.344971
	Iteration 30Q: 3 clusters Score -2465667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2465670.000000 Penalty: 2976.344971
	Iteration 31Q: 3 clusters Score -2465670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2465674.250000 Penalty: 2976.344971
	Iteration 32Q: 3 clusters Score -2465674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2465677.000000 Penalty: 2976.344971
	Iteration 33Q: 3 clusters Score -2465677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2465684.500000 Penalty: 2976.344971
	Iteration 34Q: 3 clusters Score -2465684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2465690.000000 Penalty: 2976.344971
	Iteration 35Q: 3 clusters Score -2465690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2465692.750000 Penalty: 2976.344971
	Iteration 36Q: 3 clusters Score -2465693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2465693.750000 Penalty: 2976.344971
	Iteration 37Q: 3 clusters Score -2465694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2465696.000000 Penalty: 2976.344971
	Iteration 38Q: 3 clusters Score -2465696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2465695.000000 Penalty: 2976.344971
	Iteration 39Q: 3 clusters Score -2465695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2465698.750000 Penalty: 2976.344971
	Iteration 40F: 3 clusters Score -2465699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2465701.500000 Penalty: 2976.344971
	Iteration 41Q: 3 clusters Score -2465702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2465701.500000 Penalty: 2976.344971
	Iteration 42F: 3 clusters Score -2465702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Entering Unmasked Estep 
Score: -4177528.250000 Penalty: 1567.032959
	Iteration 0F: 2 clusters Score -4177528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4153232.250000 Penalty: 3134.065918
	Iteration 0F: 3 clusters Score -4153232 nChanged 16991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4162723.750000 Penalty: 3134.065918
	Iteration 1F: 3 clusters Score -4162724 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4163328.500000 Penalty: 3134.065918
	Iteration 2Q: 3 clusters Score -4163328 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -4163919.250000 Penalty: 3134.065918
	Iteration 3Q: 3 clusters Score -4163919 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4164524.750000 Penalty: 3134.065918
	Iteration 4Q: 3 clusters Score -4164525 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -4165112.250000 Penalty: 3134.065918
	Iteration 5Q: 3 clusters Score -4165112 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -4165689.500000 Penalty: 3134.065918
	Iteration 6Q: 3 clusters Score -4165690 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -4166422.500000 Penalty: 3134.065918
	Iteration 7Q: 3 clusters Score -4166422 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -4167322.750000 Penalty: 3134.065918
	Iteration 8Q: 3 clusters Score -4167323 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -4168613.750000 Penalty: 3134.065918
	Iteration 9F: 3 clusters Score -4168614 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4170252.500000 Penalty: 3134.065918
	Iteration 10F: 3 clusters Score -4170252 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4172132.500000 Penalty: 3134.065918
	Iteration 11F: 3 clusters Score -4172132 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4173802.500000 Penalty: 3134.065918
	Iteration 12F: 3 clusters Score -4173802 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4174941.250000 Penalty: 3134.065918
	Iteration 13Q: 3 clusters Score -4174941 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4175601.250000 Penalty: 3134.065918
	Iteration 14Q: 3 clusters Score -4175601 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4175935.250000 Penalty: 3134.065918
	Iteration 15Q: 3 clusters Score -4175935 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4176098.250000 Penalty: 3134.065918
	Iteration 16Q: 3 clusters Score -4176098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4176165.500000 Penalty: 3134.065918
	Iteration 17Q: 3 clusters Score -4176166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4176220.000000 Penalty: 3134.065918
	Iteration 18Q: 3 clusters Score -4176220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4176244.500000 Penalty: 3134.065918
	Iteration 19Q: 3 clusters Score -4176244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4176260.500000 Penalty: 3134.065918
	Iteration 20F: 3 clusters Score -4176260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4176274.250000 Penalty: 3134.065918
	Iteration 21Q: 3 clusters Score -4176274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4176280.000000 Penalty: 3134.065918
	Iteration 22Q: 3 clusters Score -4176280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4176283.250000 Penalty: 3134.065918
	Iteration 23Q: 3 clusters Score -4176283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4176286.250000 Penalty: 3134.065918
	Iteration 24Q: 3 clusters Score -4176286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4176284.250000 Penalty: 3134.065918
	Iteration 25Q: 3 clusters Score -4176284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4176292.750000 Penalty: 3134.065918
	Iteration 26Q: 3 clusters Score -4176293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4176297.500000 Penalty: 3134.065918
	Iteration 27Q: 3 clusters Score -4176298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4176302.750000 Penalty: 3134.065918
	Iteration 28Q: 3 clusters Score -4176303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4176302.750000 Penalty: 3134.065918
	Iteration 29F: 3 clusters Score -4176303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Entering Unmasked Estep 
Score: -725234.625000 Penalty: 1299.174805
	Iteration 0F: 2 clusters Score -725234.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -720801.437500 Penalty: 2598.349609
	Iteration 0F: 3 clusters Score -720801.4 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -722188.250000 Penalty: 2598.349609
	Iteration 1F: 3 clusters Score -722188.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -722462.375000 Penalty: 2598.349609
	Iteration 2F: 3 clusters Score -722462.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -722670.562500 Penalty: 2598.349609
	Iteration 3F: 3 clusters Score -722670.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -722844.375000 Penalty: 2598.349609
	Iteration 4Q: 3 clusters Score -722844.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -723010.062500 Penalty: 2598.349609
	Iteration 5Q: 3 clusters Score -723010.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -723144.875000 Penalty: 2598.349609
	Iteration 6Q: 3 clusters Score -723144.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -723263.750000 Penalty: 2598.349609
	Iteration 7Q: 3 clusters Score -723263.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -723374.625000 Penalty: 2598.349609
	Iteration 8Q: 3 clusters Score -723374.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -723454.312500 Penalty: 2598.349609
	Iteration 9Q: 3 clusters Score -723454.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -723530.312500 Penalty: 2598.349609
	Iteration 10Q: 3 clusters Score -723530.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -723595.562500 Penalty: 2598.349609
	Iteration 11Q: 3 clusters Score -723595.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -723654.062500 Penalty: 2598.349609
	Iteration 12Q: 3 clusters Score -723654.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -723714.062500 Penalty: 2598.349609
	Iteration 13Q: 3 clusters Score -723714.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -723769.375000 Penalty: 2598.349609
	Iteration 14Q: 3 clusters Score -723769.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -723820.250000 Penalty: 2598.349609
	Iteration 15Q: 3 clusters Score -723820.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -723872.062500 Penalty: 2598.349609
	Iteration 16Q: 3 clusters Score -723872.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -723915.312500 Penalty: 2598.349609
	Iteration 17Q: 3 clusters Score -723915.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -723956.375000 Penalty: 2598.349609
	Iteration 18Q: 3 clusters Score -723956.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -723984.437500 Penalty: 2598.349609
	Iteration 19Q: 3 clusters Score -723984.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -724007.562500 Penalty: 2598.349609
	Iteration 20F: 3 clusters Score -724007.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -724041.875000 Penalty: 2598.349609
	Iteration 21Q: 3 clusters Score -724041.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -724072.375000 Penalty: 2598.349609
	Iteration 22Q: 3 clusters Score -724072.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -724105.187500 Penalty: 2598.349609
	Iteration 23Q: 3 clusters Score -724105.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -724135.312500 Penalty: 2598.349609
	Iteration 24Q: 3 clusters Score -724135.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -724155.250000 Penalty: 2598.349609
	Iteration 25Q: 3 clusters Score -724155.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -724170.062500 Penalty: 2598.349609
	Iteration 26Q: 3 clusters Score -724170.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -724181.625000 Penalty: 2598.349609
	Iteration 27Q: 3 clusters Score -724181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -724190.187500 Penalty: 2598.349609
	Iteration 28Q: 3 clusters Score -724190.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -724197.625000 Penalty: 2598.349609
	Iteration 29Q: 3 clusters Score -724197.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -724201.250000 Penalty: 2598.349609
	Iteration 30Q: 3 clusters Score -724201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -724207.125000 Penalty: 2598.349609
	Iteration 31Q: 3 clusters Score -724207.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -724216.000000 Penalty: 2598.349609
	Iteration 32Q: 3 clusters Score -724216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -724224.125000 Penalty: 2598.349609
	Iteration 33Q: 3 clusters Score -724224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -724228.562500 Penalty: 2598.349609
	Iteration 34Q: 3 clusters Score -724228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -724234.875000 Penalty: 2598.349609
	Iteration 35Q: 3 clusters Score -724234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -724239.062500 Penalty: 2598.349609
	Iteration 36Q: 3 clusters Score -724239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -724242.812500 Penalty: 2598.349609
	Iteration 37Q: 3 clusters Score -724242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -724245.125000 Penalty: 2598.349609
	Iteration 38Q: 3 clusters Score -724245.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -724246.000000 Penalty: 2598.349609
	Iteration 39Q: 3 clusters Score -724246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -724246.375000 Penalty: 2598.349609
	Iteration 40F: 3 clusters Score -724246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -186574.906250 Penalty: 1109.692261
	Iteration 0F: 2 clusters Score -186574.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184844.781250 Penalty: 2219.384521
	Iteration 0F: 3 clusters Score -184844.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -185280.000000 Penalty: 2219.384521
	Iteration 1F: 3 clusters Score -185280 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -185403.625000 Penalty: 2219.384521
	Iteration 2F: 3 clusters Score -185403.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -185442.343750 Penalty: 2219.384521
	Iteration 3Q: 3 clusters Score -185442.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -185466.562500 Penalty: 2219.384521
	Iteration 4Q: 3 clusters Score -185466.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -185486.062500 Penalty: 2219.384521
	Iteration 5Q: 3 clusters Score -185486.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -185498.734375 Penalty: 2219.384521
	Iteration 6Q: 3 clusters Score -185498.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -185515.234375 Penalty: 2219.384521
	Iteration 7Q: 3 clusters Score -185515.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -185528.656250 Penalty: 2219.384521
	Iteration 8Q: 3 clusters Score -185528.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -185537.828125 Penalty: 2219.384521
	Iteration 9Q: 3 clusters Score -185537.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -185543.515625 Penalty: 2219.384521
	Iteration 10Q: 3 clusters Score -185543.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -185549.031250 Penalty: 2219.384521
	Iteration 11Q: 3 clusters Score -185549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185550.859375 Penalty: 2219.384521
	Iteration 12Q: 3 clusters Score -185550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -185552.390625 Penalty: 2219.384521
	Iteration 13Q: 3 clusters Score -185552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185552.890625 Penalty: 2219.384521
	Iteration 14Q: 3 clusters Score -185552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -185554.015625 Penalty: 2219.384521
	Iteration 15Q: 3 clusters Score -185554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -185554.609375 Penalty: 2219.384521
	Iteration 16Q: 3 clusters Score -185554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -185554.609375 Penalty: 2219.384521
	Iteration 17F: 3 clusters Score -185554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1688271.375000 Penalty: 1431.751587
	Iteration 0F: 2 clusters Score -1688271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1678300.250000 Penalty: 2863.503174
	Iteration 0F: 3 clusters Score -1678300 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1681916.250000 Penalty: 2863.503174
	Iteration 1F: 3 clusters Score -1681916 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1682391.250000 Penalty: 2863.503174
	Iteration 2F: 3 clusters Score -1682391 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1682879.000000 Penalty: 2863.503174
	Iteration 3F: 3 clusters Score -1682879 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1683351.000000 Penalty: 2863.503174
	Iteration 4F: 3 clusters Score -1683351 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1683881.625000 Penalty: 2863.503174
	Iteration 5F: 3 clusters Score -1683882 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1684454.000000 Penalty: 2863.503174
	Iteration 6F: 3 clusters Score -1684454 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1685025.000000 Penalty: 2863.503174
	Iteration 7F: 3 clusters Score -1685025 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1685600.375000 Penalty: 2863.503174
	Iteration 8Q: 3 clusters Score -1685600 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1686075.500000 Penalty: 2863.503174
	Iteration 9Q: 3 clusters Score -1686076 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1686407.375000 Penalty: 2863.503174
	Iteration 10Q: 3 clusters Score -1686407 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1686600.250000 Penalty: 2863.503174
	Iteration 11Q: 3 clusters Score -1686600 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1686757.250000 Penalty: 2863.503174
	Iteration 12Q: 3 clusters Score -1686757 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1686846.125000 Penalty: 2863.503174
	Iteration 13Q: 3 clusters Score -1686846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1686909.750000 Penalty: 2863.503174
	Iteration 14Q: 3 clusters Score -1686910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1686966.375000 Penalty: 2863.503174
	Iteration 15Q: 3 clusters Score -1686966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1687018.625000 Penalty: 2863.503174
	Iteration 16Q: 3 clusters Score -1687019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1687066.250000 Penalty: 2863.503174
	Iteration 17Q: 3 clusters Score -1687066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1687097.125000 Penalty: 2863.503174
	Iteration 18Q: 3 clusters Score -1687097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1687111.875000 Penalty: 2863.503174
	Iteration 19Q: 3 clusters Score -1687112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1687128.000000 Penalty: 2863.503174
	Iteration 20F: 3 clusters Score -1687128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1687137.625000 Penalty: 2863.503174
	Iteration 21Q: 3 clusters Score -1687138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1687147.125000 Penalty: 2863.503174
	Iteration 22Q: 3 clusters Score -1687147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1687151.875000 Penalty: 2863.503174
	Iteration 23Q: 3 clusters Score -1687152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1687160.875000 Penalty: 2863.503174
	Iteration 24Q: 3 clusters Score -1687161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1687165.750000 Penalty: 2863.503174
	Iteration 25Q: 3 clusters Score -1687166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1687166.000000 Penalty: 2863.503174
	Iteration 26Q: 3 clusters Score -1687166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1687168.250000 Penalty: 2863.503174
	Iteration 27Q: 3 clusters Score -1687168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1687168.875000 Penalty: 2863.503174
	Iteration 28Q: 3 clusters Score -1687169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1687168.875000 Penalty: 2863.503174
	Iteration 29F: 3 clusters Score -1687169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Entering Unmasked Estep 
Score: -2976425.750000 Penalty: 1516.403198
	Iteration 0F: 2 clusters Score -2976426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2959130.250000 Penalty: 3032.806396
	Iteration 0F: 3 clusters Score -2959130 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2965675.250000 Penalty: 3032.806396
	Iteration 1F: 3 clusters Score -2965675 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2966171.000000 Penalty: 3032.806396
	Iteration 2F: 3 clusters Score -2966171 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2966555.250000 Penalty: 3032.806396
	Iteration 3Q: 3 clusters Score -2966555 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2966861.000000 Penalty: 3032.806396
	Iteration 4Q: 3 clusters Score -2966861 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2967105.250000 Penalty: 3032.806396
	Iteration 5Q: 3 clusters Score -2967105 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2967362.250000 Penalty: 3032.806396
	Iteration 6Q: 3 clusters Score -2967362 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2967536.500000 Penalty: 3032.806396
	Iteration 7Q: 3 clusters Score -2967536 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2967737.250000 Penalty: 3032.806396
	Iteration 8Q: 3 clusters Score -2967737 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2967921.750000 Penalty: 3032.806396
	Iteration 9Q: 3 clusters Score -2967922 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2968103.750000 Penalty: 3032.806396
	Iteration 10Q: 3 clusters Score -2968104 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2968278.500000 Penalty: 3032.806396
	Iteration 11Q: 3 clusters Score -2968278 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2968463.500000 Penalty: 3032.806396
	Iteration 12Q: 3 clusters Score -2968464 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2968705.500000 Penalty: 3032.806396
	Iteration 13Q: 3 clusters Score -2968706 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2968978.000000 Penalty: 3032.806396
	Iteration 14Q: 3 clusters Score -2968978 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2969320.500000 Penalty: 3032.806396
	Iteration 15Q: 3 clusters Score -2969320 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2969638.750000 Penalty: 3032.806396
	Iteration 16Q: 3 clusters Score -2969639 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2969984.500000 Penalty: 3032.806396
	Iteration 17Q: 3 clusters Score -2969984 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2970264.000000 Penalty: 3032.806396
	Iteration 18Q: 3 clusters Score -2970264 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2970481.000000 Penalty: 3032.806396
	Iteration 19Q: 3 clusters Score -2970481 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2970595.750000 Penalty: 3032.806396
	Iteration 20F: 3 clusters Score -2970596 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2970666.000000 Penalty: 3032.806396
	Iteration 21Q: 3 clusters Score -2970666 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2970706.000000 Penalty: 3032.806396
	Iteration 22Q: 3 clusters Score -2970706 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2970724.000000 Penalty: 3032.806396
	Iteration 23Q: 3 clusters Score -2970724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2970744.250000 Penalty: 3032.806396
	Iteration 24Q: 3 clusters Score -2970744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2970757.500000 Penalty: 3032.806396
	Iteration 25Q: 3 clusters Score -2970758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2970782.500000 Penalty: 3032.806396
	Iteration 26Q: 3 clusters Score -2970782 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2970796.500000 Penalty: 3032.806396
	Iteration 27Q: 3 clusters Score -2970796 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2970802.250000 Penalty: 3032.806396
	Iteration 28Q: 3 clusters Score -2970802 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2970820.500000 Penalty: 3032.806396
	Iteration 29Q: 3 clusters Score -2970820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2970839.750000 Penalty: 3032.806396
	Iteration 30Q: 3 clusters Score -2970840 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2970842.250000 Penalty: 3032.806396
	Iteration 31Q: 3 clusters Score -2970842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2970843.000000 Penalty: 3032.806396
	Iteration 32Q: 3 clusters Score -2970843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2970859.000000 Penalty: 3032.806396
	Iteration 33Q: 3 clusters Score -2970859 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2970871.750000 Penalty: 3032.806396
	Iteration 34Q: 3 clusters Score -2970872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2970876.750000 Penalty: 3032.806396
	Iteration 35Q: 3 clusters Score -2970877 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2970896.500000 Penalty: 3032.806396
	Iteration 36Q: 3 clusters Score -2970896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2970903.250000 Penalty: 3032.806396
	Iteration 37Q: 3 clusters Score -2970903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2970907.500000 Penalty: 3032.806396
	Iteration 38Q: 3 clusters Score -2970908 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2970934.000000 Penalty: 3032.806396
	Iteration 39Q: 3 clusters Score -2970934 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2970954.750000 Penalty: 3032.806396
	Iteration 40F: 3 clusters Score -2970955 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2970960.250000 Penalty: 3032.806396
	Iteration 41Q: 3 clusters Score -2970960 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2970978.000000 Penalty: 3032.806396
	Iteration 42Q: 3 clusters Score -2970978 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2970985.000000 Penalty: 3032.806396
	Iteration 43Q: 3 clusters Score -2970985 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2971003.500000 Penalty: 3032.806396
	Iteration 44Q: 3 clusters Score -2971004 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2971025.000000 Penalty: 3032.806396
	Iteration 45Q: 3 clusters Score -2971025 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2971037.500000 Penalty: 3032.806396
	Iteration 46Q: 3 clusters Score -2971038 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2971064.500000 Penalty: 3032.806396
	Iteration 47Q: 3 clusters Score -2971064 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2971077.750000 Penalty: 3032.806396
	Iteration 48Q: 3 clusters Score -2971078 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2971116.250000 Penalty: 3032.806396
	Iteration 49Q: 3 clusters Score -2971116 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2971135.500000 Penalty: 3032.806396
	Iteration 50Q: 3 clusters Score -2971136 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2971184.500000 Penalty: 3032.806396
	Iteration 51Q: 3 clusters Score -2971184 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2971212.500000 Penalty: 3032.806396
	Iteration 52Q: 3 clusters Score -2971212 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2971250.000000 Penalty: 3032.806396
	Iteration 53Q: 3 clusters Score -2971250 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2971310.250000 Penalty: 3032.806396
	Iteration 54Q: 3 clusters Score -2971310 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2971357.250000 Penalty: 3032.806396
	Iteration 55Q: 3 clusters Score -2971357 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2971405.000000 Penalty: 3032.806396
	Iteration 56Q: 3 clusters Score -2971405 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2971468.500000 Penalty: 3032.806396
	Iteration 57Q: 3 clusters Score -2971468 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2971546.750000 Penalty: 3032.806396
	Iteration 58Q: 3 clusters Score -2971547 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2971611.000000 Penalty: 3032.806396
	Iteration 59Q: 3 clusters Score -2971611 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2971714.750000 Penalty: 3032.806396
	Iteration 60F: 3 clusters Score -2971715 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2971826.250000 Penalty: 3032.806396
	Iteration 61Q: 3 clusters Score -2971826 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2971951.750000 Penalty: 3032.806396
	Iteration 62Q: 3 clusters Score -2971952 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2972077.500000 Penalty: 3032.806396
	Iteration 63Q: 3 clusters Score -2972078 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2972213.500000 Penalty: 3032.806396
	Iteration 64Q: 3 clusters Score -2972214 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2972329.750000 Penalty: 3032.806396
	Iteration 65Q: 3 clusters Score -2972330 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2972441.750000 Penalty: 3032.806396
	Iteration 66Q: 3 clusters Score -2972442 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2972565.750000 Penalty: 3032.806396
	Iteration 67Q: 3 clusters Score -2972566 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2972693.250000 Penalty: 3032.806396
	Iteration 68Q: 3 clusters Score -2972693 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2972834.000000 Penalty: 3032.806396
	Iteration 69Q: 3 clusters Score -2972834 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2972983.500000 Penalty: 3032.806396
	Iteration 70Q: 3 clusters Score -2972984 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2973138.250000 Penalty: 3032.806396
	Iteration 71Q: 3 clusters Score -2973138 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2973310.000000 Penalty: 3032.806396
	Iteration 72Q: 3 clusters Score -2973310 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2973485.000000 Penalty: 3032.806396
	Iteration 73Q: 3 clusters Score -2973485 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2973637.250000 Penalty: 3032.806396
	Iteration 74Q: 3 clusters Score -2973637 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -2973829.250000 Penalty: 3032.806396
	Iteration 75Q: 3 clusters Score -2973829 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2973992.000000 Penalty: 3032.806396
	Iteration 76Q: 3 clusters Score -2973992 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -2974190.750000 Penalty: 3032.806396
	Iteration 77Q: 3 clusters Score -2974191 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -2974396.250000 Penalty: 3032.806396
	Iteration 78Q: 3 clusters Score -2974396 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -2974543.750000 Penalty: 3032.806396
	Iteration 79Q: 3 clusters Score -2974544 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -2974668.000000 Penalty: 3032.806396
	Iteration 80F: 3 clusters Score -2974668 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2974763.000000 Penalty: 3032.806396
	Iteration 81Q: 3 clusters Score -2974763 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -2974851.750000 Penalty: 3032.806396
	Iteration 82Q: 3 clusters Score -2974852 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -2974906.500000 Penalty: 3032.806396
	Iteration 83Q: 3 clusters Score -2974906 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -2974955.250000 Penalty: 3032.806396
	Iteration 84Q: 3 clusters Score -2974955 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2974989.750000 Penalty: 3032.806396
	Iteration 85Q: 3 clusters Score -2974990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -2975025.000000 Penalty: 3032.806396
	Iteration 86Q: 3 clusters Score -2975025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -2975067.250000 Penalty: 3032.806396
	Iteration 87Q: 3 clusters Score -2975067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -2975083.250000 Penalty: 3032.806396
	Iteration 88Q: 3 clusters Score -2975083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -2975105.750000 Penalty: 3032.806396
	Iteration 89Q: 3 clusters Score -2975106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2975127.000000 Penalty: 3032.806396
	Iteration 90Q: 3 clusters Score -2975127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -2975140.250000 Penalty: 3032.806396
	Iteration 91Q: 3 clusters Score -2975140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -2975147.000000 Penalty: 3032.806396
	Iteration 92Q: 3 clusters Score -2975147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2975153.250000 Penalty: 3032.806396
	Iteration 93Q: 3 clusters Score -2975153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -2975163.250000 Penalty: 3032.806396
	Iteration 94Q: 3 clusters Score -2975163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2975190.750000 Penalty: 3032.806396
	Iteration 95Q: 3 clusters Score -2975191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -2975206.000000 Penalty: 3032.806396
	Iteration 96Q: 3 clusters Score -2975206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -2975214.500000 Penalty: 3032.806396
	Iteration 97Q: 3 clusters Score -2975214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2975220.000000 Penalty: 3032.806396
	Iteration 98Q: 3 clusters Score -2975220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2975225.000000 Penalty: 3032.806396
	Iteration 99Q: 3 clusters Score -2975225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2975231.500000 Penalty: 3032.806396
	Iteration 100F: 3 clusters Score -2975232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2975237.000000 Penalty: 3032.806396
	Iteration 101Q: 3 clusters Score -2975237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -2975242.000000 Penalty: 3032.806396
	Iteration 102Q: 3 clusters Score -2975242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -2975239.250000 Penalty: 3032.806396
	Iteration 103Q: 3 clusters Score -2975239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2975245.250000 Penalty: 3032.806396
	Iteration 104Q: 3 clusters Score -2975245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -2975245.750000 Penalty: 3032.806396
	Iteration 105Q: 3 clusters Score -2975246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -2975249.250000 Penalty: 3032.806396
	Iteration 106Q: 3 clusters Score -2975249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -2975254.500000 Penalty: 3032.806396
	Iteration 107Q: 3 clusters Score -2975254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2975251.500000 Penalty: 3032.806396
	Iteration 108Q: 3 clusters Score -2975252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -2975252.000000 Penalty: 3032.806396
	Iteration 109Q: 3 clusters Score -2975252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -2975252.500000 Penalty: 3032.806396
	Iteration 110Q: 3 clusters Score -2975252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2975257.000000 Penalty: 3032.806396
	Iteration 111Q: 3 clusters Score -2975257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2975258.750000 Penalty: 3032.806396
	Iteration 112Q: 3 clusters Score -2975259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2975258.750000 Penalty: 3032.806396
	Iteration 113F: 3 clusters Score -2975259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93454 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10774 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29935 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 55880 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956424.000000 Penalty: 60297.722656
Iteration 199Q: 31 clusters Score -7.895642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93455 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10773 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29936 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 55879 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956416.000000 Penalty: 60297.722656
Iteration 200F: 31 clusters Score -7.895642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93457 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10776 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29937 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1675 members 
Mstep: Class 23 contains 55875 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37464 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956408.000000 Penalty: 60297.722656
Iteration 201Q: 31 clusters Score -7.895641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93460 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10779 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29936 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1673 members 
Mstep: Class 23 contains 55870 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37465 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956424.000000 Penalty: 60297.722656
Iteration 202Q: 31 clusters Score -7.895642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93460 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10782 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29934 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1671 members 
Mstep: Class 23 contains 55866 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37467 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956464.000000 Penalty: 60297.722656
Iteration 203Q: 31 clusters Score -7.895646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 93463 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29935 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1671 members 
Mstep: Class 23 contains 55860 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37468 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956488.000000 Penalty: 60297.722656
Iteration 204Q: 31 clusters Score -7.895649e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19729 members 
Mstep: Class 6 contains 93464 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10789 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29936 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1663 members 
Mstep: Class 23 contains 55856 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37470 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956480.000000 Penalty: 60297.722656
Iteration 205Q: 31 clusters Score -7.895648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93465 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29942 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38137 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 55846 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37471 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956496.000000 Penalty: 60297.722656
Iteration 206Q: 31 clusters Score -7.89565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93467 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29942 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 38136 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1658 members 
Mstep: Class 23 contains 55841 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37471 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956448.000000 Penalty: 60297.722656
Iteration 207Q: 31 clusters Score -7.895645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93472 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10801 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29940 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 38136 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1657 members 
Mstep: Class 23 contains 55833 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37471 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956496.000000 Penalty: 60297.722656
Iteration 208Q: 31 clusters Score -7.89565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93474 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10811 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29940 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 38137 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 55825 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37471 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956480.000000 Penalty: 60297.722656
Iteration 209Q: 31 clusters Score -7.895648e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 93481 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10813 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29940 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 38137 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 55818 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37471 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956488.000000 Penalty: 60297.722656
Iteration 210Q: 31 clusters Score -7.895649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 93484 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10817 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29937 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 38137 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 55811 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37471 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956472.000000 Penalty: 60297.722656
Iteration 211Q: 31 clusters Score -7.895647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93485 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10815 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29932 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 55811 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37472 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956488.000000 Penalty: 60297.722656
Iteration 212Q: 31 clusters Score -7.895649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93487 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10814 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29927 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 55810 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37472 members 
Mstep: Class 27 contains 6192 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956512.000000 Penalty: 60297.722656
Iteration 213Q: 31 clusters Score -7.895651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19729 members 
Mstep: Class 6 contains 93488 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10813 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29925 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 55808 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37472 members 
Mstep: Class 27 contains 6193 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956496.000000 Penalty: 60297.722656
Iteration 214Q: 31 clusters Score -7.89565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93496 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10809 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29924 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1648 members 
Mstep: Class 23 contains 55801 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37472 members 
Mstep: Class 27 contains 6194 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956544.000000 Penalty: 60297.722656
Iteration 215Q: 31 clusters Score -7.895654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93502 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10806 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29922 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 55798 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37473 members 
Mstep: Class 27 contains 6194 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956528.000000 Penalty: 60297.722656
Iteration 216Q: 31 clusters Score -7.895653e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93507 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10808 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29913 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 55792 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37475 members 
Mstep: Class 27 contains 6197 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956528.000000 Penalty: 60297.722656
Iteration 217Q: 31 clusters Score -7.895653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93513 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10811 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29910 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3290 members 
Mstep: Class 19 contains 38137 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1643 members 
Mstep: Class 23 contains 55785 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37477 members 
Mstep: Class 27 contains 6199 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956528.000000 Penalty: 60297.722656
Iteration 218Q: 31 clusters Score -7.895653e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93511 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10813 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29903 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55786 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37481 members 
Mstep: Class 27 contains 6200 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956584.000000 Penalty: 60297.722656
Iteration 219Q: 31 clusters Score -7.895658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93514 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10814 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29900 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55789 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6196 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956576.000000 Penalty: 60297.722656
Iteration 220F: 31 clusters Score -7.895658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93516 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10815 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29898 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 38139 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55791 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6193 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956600.000000 Penalty: 60297.722656
Iteration 221Q: 31 clusters Score -7.89566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93518 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10818 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29895 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55790 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6190 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956592.000000 Penalty: 60297.722656
Iteration 222Q: 31 clusters Score -7.895659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93520 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29891 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 38141 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55788 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6188 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956552.000000 Penalty: 60297.722656
Iteration 223Q: 31 clusters Score -7.895655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 93519 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10824 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29888 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38142 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55790 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6185 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956520.000000 Penalty: 60297.722656
Iteration 224Q: 31 clusters Score -7.895652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 93517 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29889 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38142 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55790 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6182 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956520.000000 Penalty: 60297.722656
Iteration 225Q: 31 clusters Score -7.895652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 93512 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29888 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55794 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6181 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956560.000000 Penalty: 60297.722656
Iteration 226Q: 31 clusters Score -7.895656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 93515 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10830 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29885 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55796 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6179 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956584.000000 Penalty: 60297.722656
Iteration 227Q: 31 clusters Score -7.895658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 93517 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10830 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29883 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55797 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6177 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956576.000000 Penalty: 60297.722656
Iteration 228Q: 31 clusters Score -7.895658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19725 members 
Mstep: Class 6 contains 93521 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29880 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55797 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956608.000000 Penalty: 60297.722656
Iteration 229Q: 31 clusters Score -7.895661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19725 members 
Mstep: Class 6 contains 93526 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29878 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55798 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6169 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956592.000000 Penalty: 60297.722656
Iteration 230Q: 31 clusters Score -7.895659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19725 members 
Mstep: Class 6 contains 93528 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29876 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55797 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956568.000000 Penalty: 60297.722656
Iteration 231Q: 31 clusters Score -7.895657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93529 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29873 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55798 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6167 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956592.000000 Penalty: 60297.722656
Iteration 232Q: 31 clusters Score -7.895659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93529 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29869 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55799 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6166 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956560.000000 Penalty: 60297.722656
Iteration 233Q: 31 clusters Score -7.895656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93528 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55798 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956600.000000 Penalty: 60297.722656
Iteration 234Q: 31 clusters Score -7.89566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93527 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55796 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6171 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956608.000000 Penalty: 60297.722656
Iteration 235Q: 31 clusters Score -7.895661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93523 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55795 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6176 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956600.000000 Penalty: 60297.722656
Iteration 236Q: 31 clusters Score -7.89566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93521 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29869 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55794 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956608.000000 Penalty: 60297.722656
Iteration 237Q: 31 clusters Score -7.895661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93519 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55793 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6182 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956648.000000 Penalty: 60297.722656
Iteration 238Q: 31 clusters Score -7.895665e+07 nChanged 10
Entering ConstructFrom: 
Score: -78956648.000000 Penalty: 60297.722656
Entering ConstructFrom: 
Trying to split cluster 1 (65401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Entering Unmasked Estep 
Score: -7162477.500000 Penalty: 1649.937988
	Iteration 0F: 2 clusters Score -7162478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -7119747.500000 Penalty: 3299.875977
	Iteration 0F: 3 clusters Score -7119748 nChanged 30578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -7136751.000000 Penalty: 3299.875977
	Iteration 1F: 3 clusters Score -7136751 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -7137626.500000 Penalty: 3299.875977
	Iteration 2Q: 3 clusters Score -7137626 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -7138624.500000 Penalty: 3299.875977
	Iteration 3Q: 3 clusters Score -7138624 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -7139998.500000 Penalty: 3299.875977
	Iteration 4Q: 3 clusters Score -7139998 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -7141621.500000 Penalty: 3299.875977
	Iteration 5F: 3 clusters Score -7141622 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -7143757.000000 Penalty: 3299.875977
	Iteration 6F: 3 clusters Score -7143757 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -7146212.500000 Penalty: 3299.875977
	Iteration 7F: 3 clusters Score -7146212 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -7148724.500000 Penalty: 3299.875977
	Iteration 8F: 3 clusters Score -7148724 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -7151217.000000 Penalty: 3299.875977
	Iteration 9F: 3 clusters Score -7151217 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -7153722.000000 Penalty: 3299.875977
	Iteration 10F: 3 clusters Score -7153722 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -7156210.500000 Penalty: 3299.875977
	Iteration 11Q: 3 clusters Score -7156210 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -7158273.500000 Penalty: 3299.875977
	Iteration 12Q: 3 clusters Score -7158274 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -7159646.500000 Penalty: 3299.875977
	Iteration 13Q: 3 clusters Score -7159646 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -7160550.500000 Penalty: 3299.875977
	Iteration 14Q: 3 clusters Score -7160550 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7161063.500000 Penalty: 3299.875977
	Iteration 15Q: 3 clusters Score -7161064 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7161297.500000 Penalty: 3299.875977
	Iteration 16Q: 3 clusters Score -7161298 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7161453.000000 Penalty: 3299.875977
	Iteration 17Q: 3 clusters Score -7161453 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7161541.500000 Penalty: 3299.875977
	Iteration 18Q: 3 clusters Score -7161542 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7161645.500000 Penalty: 3299.875977
	Iteration 19Q: 3 clusters Score -7161646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7161788.000000 Penalty: 3299.875977
	Iteration 20F: 3 clusters Score -7161788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7162017.000000 Penalty: 3299.875977
	Iteration 21Q: 3 clusters Score -7162017 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7162109.500000 Penalty: 3299.875977
	Iteration 22Q: 3 clusters Score -7162110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7162153.500000 Penalty: 3299.875977
	Iteration 23Q: 3 clusters Score -7162154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7162182.000000 Penalty: 3299.875977
	Iteration 24Q: 3 clusters Score -7162182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7162191.000000 Penalty: 3299.875977
	Iteration 25Q: 3 clusters Score -7162191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7162205.000000 Penalty: 3299.875977
	Iteration 26Q: 3 clusters Score -7162205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7162212.500000 Penalty: 3299.875977
	Iteration 27Q: 3 clusters Score -7162212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7162219.500000 Penalty: 3299.875977
	Iteration 28Q: 3 clusters Score -7162220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7162228.500000 Penalty: 3299.875977
	Iteration 29Q: 3 clusters Score -7162228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7162235.000000 Penalty: 3299.875977
	Iteration 30Q: 3 clusters Score -7162235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7162235.500000 Penalty: 3299.875977
	Iteration 31Q: 3 clusters Score -7162236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7162227.000000 Penalty: 3299.875977
	Iteration 32Q: 3 clusters Score -7162227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7162240.000000 Penalty: 3299.875977
	Iteration 33Q: 3 clusters Score -7162240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7162243.000000 Penalty: 3299.875977
	Iteration 34Q: 3 clusters Score -7162243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7162242.000000 Penalty: 3299.875977
	Iteration 35Q: 3 clusters Score -7162242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7162239.500000 Penalty: 3299.875977
	Iteration 36Q: 3 clusters Score -7162240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7162236.500000 Penalty: 3299.875977
	Iteration 37Q: 3 clusters Score -7162236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7162234.000000 Penalty: 3299.875977
	Iteration 38Q: 3 clusters Score -7162234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7162233.000000 Penalty: 3299.875977
	Iteration 39Q: 3 clusters Score -7162233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7162231.000000 Penalty: 3299.875977
	Iteration 40F: 3 clusters Score -7162231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -252940.218750 Penalty: 1158.081787
	Iteration 0F: 2 clusters Score -252940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -250835.921875 Penalty: 2316.163574
	Iteration 0F: 3 clusters Score -250835.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -251399.312500 Penalty: 2316.163574
	Iteration 1F: 3 clusters Score -251399.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -251577.562500 Penalty: 2316.163574
	Iteration 2F: 3 clusters Score -251577.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -251717.093750 Penalty: 2316.163574
	Iteration 3F: 3 clusters Score -251717.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -251849.953125 Penalty: 2316.163574
	Iteration 4F: 3 clusters Score -251850 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -251959.046875 Penalty: 2316.163574
	Iteration 5Q: 3 clusters Score -251959 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -252049.984375 Penalty: 2316.163574
	Iteration 6Q: 3 clusters Score -252050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -252137.468750 Penalty: 2316.163574
	Iteration 7Q: 3 clusters Score -252137.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -252211.562500 Penalty: 2316.163574
	Iteration 8Q: 3 clusters Score -252211.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -252281.453125 Penalty: 2316.163574
	Iteration 9Q: 3 clusters Score -252281.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -252339.703125 Penalty: 2316.163574
	Iteration 10Q: 3 clusters Score -252339.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -252377.625000 Penalty: 2316.163574
	Iteration 11Q: 3 clusters Score -252377.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -252409.859375 Penalty: 2316.163574
	Iteration 12Q: 3 clusters Score -252409.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -252443.343750 Penalty: 2316.163574
	Iteration 13Q: 3 clusters Score -252443.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -252472.343750 Penalty: 2316.163574
	Iteration 14Q: 3 clusters Score -252472.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -252490.640625 Penalty: 2316.163574
	Iteration 15Q: 3 clusters Score -252490.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -252504.312500 Penalty: 2316.163574
	Iteration 16Q: 3 clusters Score -252504.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -252519.890625 Penalty: 2316.163574
	Iteration 17Q: 3 clusters Score -252519.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -252532.328125 Penalty: 2316.163574
	Iteration 18Q: 3 clusters Score -252532.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -252538.718750 Penalty: 2316.163574
	Iteration 19Q: 3 clusters Score -252538.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -252548.593750 Penalty: 2316.163574
	Iteration 20F: 3 clusters Score -252548.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -252555.312500 Penalty: 2316.163574
	Iteration 21Q: 3 clusters Score -252555.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -252568.843750 Penalty: 2316.163574
	Iteration 22Q: 3 clusters Score -252568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -252577.437500 Penalty: 2316.163574
	Iteration 23Q: 3 clusters Score -252577.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -252590.593750 Penalty: 2316.163574
	Iteration 24Q: 3 clusters Score -252590.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -252599.171875 Penalty: 2316.163574
	Iteration 25Q: 3 clusters Score -252599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -252603.453125 Penalty: 2316.163574
	Iteration 26Q: 3 clusters Score -252603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -252606.578125 Penalty: 2316.163574
	Iteration 27Q: 3 clusters Score -252606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -252609.625000 Penalty: 2316.163574
	Iteration 28Q: 3 clusters Score -252609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -252611.218750 Penalty: 2316.163574
	Iteration 29Q: 3 clusters Score -252611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -252611.718750 Penalty: 2316.163574
	Iteration 30Q: 3 clusters Score -252611.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -252611.718750 Penalty: 2316.163574
	Iteration 31F: 3 clusters Score -252611.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -158578.671875 Penalty: 1087.610840
	Iteration 0F: 2 clusters Score -158578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -157037.328125 Penalty: 2175.221680
	Iteration 0F: 3 clusters Score -157037.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -157414.625000 Penalty: 2175.221680
	Iteration 1F: 3 clusters Score -157414.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157491.171875 Penalty: 2175.221680
	Iteration 2F: 3 clusters Score -157491.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157534.406250 Penalty: 2175.221680
	Iteration 3Q: 3 clusters Score -157534.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -157560.203125 Penalty: 2175.221680
	Iteration 4Q: 3 clusters Score -157560.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -157571.656250 Penalty: 2175.221680
	Iteration 5Q: 3 clusters Score -157571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -157581.906250 Penalty: 2175.221680
	Iteration 6Q: 3 clusters Score -157581.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -157588.468750 Penalty: 2175.221680
	Iteration 7Q: 3 clusters Score -157588.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157595.234375 Penalty: 2175.221680
	Iteration 8Q: 3 clusters Score -157595.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157608.765625 Penalty: 2175.221680
	Iteration 9Q: 3 clusters Score -157608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -157615.859375 Penalty: 2175.221680
	Iteration 10Q: 3 clusters Score -157615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -157622.062500 Penalty: 2175.221680
	Iteration 11Q: 3 clusters Score -157622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157626.812500 Penalty: 2175.221680
	Iteration 12Q: 3 clusters Score -157626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -157632.750000 Penalty: 2175.221680
	Iteration 13Q: 3 clusters Score -157632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -157637.046875 Penalty: 2175.221680
	Iteration 14Q: 3 clusters Score -157637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -157639.093750 Penalty: 2175.221680
	Iteration 15Q: 3 clusters Score -157639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -157643.156250 Penalty: 2175.221680
	Iteration 16Q: 3 clusters Score -157643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -157644.703125 Penalty: 2175.221680
	Iteration 17Q: 3 clusters Score -157644.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -157649.031250 Penalty: 2175.221680
	Iteration 18Q: 3 clusters Score -157649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -157651.500000 Penalty: 2175.221680
	Iteration 19Q: 3 clusters Score -157651.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -157656.718750 Penalty: 2175.221680
	Iteration 20F: 3 clusters Score -157656.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -157665.937500 Penalty: 2175.221680
	Iteration 21Q: 3 clusters Score -157665.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -157669.781250 Penalty: 2175.221680
	Iteration 22Q: 3 clusters Score -157669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -157672.453125 Penalty: 2175.221680
	Iteration 23Q: 3 clusters Score -157672.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -157674.078125 Penalty: 2175.221680
	Iteration 24Q: 3 clusters Score -157674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -157674.078125 Penalty: 2175.221680
	Iteration 25F: 3 clusters Score -157674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Entering Unmasked Estep 
Score: -2951738.750000 Penalty: 1515.411987
	Iteration 0F: 2 clusters Score -2951739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2934523.250000 Penalty: 3030.823975
	Iteration 0F: 3 clusters Score -2934523 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2941150.000000 Penalty: 3030.823975
	Iteration 1F: 3 clusters Score -2941150 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2941814.750000 Penalty: 3030.823975
	Iteration 2F: 3 clusters Score -2941815 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2942434.750000 Penalty: 3030.823975
	Iteration 3F: 3 clusters Score -2942435 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2943046.000000 Penalty: 3030.823975
	Iteration 4F: 3 clusters Score -2943046 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2943597.250000 Penalty: 3030.823975
	Iteration 5F: 3 clusters Score -2943597 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2944230.750000 Penalty: 3030.823975
	Iteration 6Q: 3 clusters Score -2944231 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2944945.500000 Penalty: 3030.823975
	Iteration 7F: 3 clusters Score -2944946 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2945744.750000 Penalty: 3030.823975
	Iteration 8F: 3 clusters Score -2945745 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2946596.000000 Penalty: 3030.823975
	Iteration 9F: 3 clusters Score -2946596 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2947565.000000 Penalty: 3030.823975
	Iteration 10F: 3 clusters Score -2947565 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2948460.750000 Penalty: 3030.823975
	Iteration 11Q: 3 clusters Score -2948461 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2949175.250000 Penalty: 3030.823975
	Iteration 12Q: 3 clusters Score -2949175 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2949659.250000 Penalty: 3030.823975
	Iteration 13Q: 3 clusters Score -2949659 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2949994.000000 Penalty: 3030.823975
	Iteration 14Q: 3 clusters Score -2949994 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -2950228.750000 Penalty: 3030.823975
	Iteration 15Q: 3 clusters Score -2950229 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2950348.750000 Penalty: 3030.823975
	Iteration 16Q: 3 clusters Score -2950349 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2950455.000000 Penalty: 3030.823975
	Iteration 17Q: 3 clusters Score -2950455 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -2950526.500000 Penalty: 3030.823975
	Iteration 18Q: 3 clusters Score -2950526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -2950565.750000 Penalty: 3030.823975
	Iteration 19Q: 3 clusters Score -2950566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -2950598.250000 Penalty: 3030.823975
	Iteration 20F: 3 clusters Score -2950598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2950612.750000 Penalty: 3030.823975
	Iteration 21Q: 3 clusters Score -2950613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -2950630.500000 Penalty: 3030.823975
	Iteration 22Q: 3 clusters Score -2950630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2950639.250000 Penalty: 3030.823975
	Iteration 23Q: 3 clusters Score -2950639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -2950638.750000 Penalty: 3030.823975
	Iteration 24Q: 3 clusters Score -2950639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -2950641.750000 Penalty: 3030.823975
	Iteration 25Q: 3 clusters Score -2950642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -2950650.750000 Penalty: 3030.823975
	Iteration 26Q: 3 clusters Score -2950651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -2950659.000000 Penalty: 3030.823975
	Iteration 27Q: 3 clusters Score -2950659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2950663.250000 Penalty: 3030.823975
	Iteration 28Q: 3 clusters Score -2950663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -2950662.750000 Penalty: 3030.823975
	Iteration 29Q: 3 clusters Score -2950663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2950664.750000 Penalty: 3030.823975
	Iteration 30Q: 3 clusters Score -2950665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -2950663.500000 Penalty: 3030.823975
	Iteration 31Q: 3 clusters Score -2950664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2950663.250000 Penalty: 3030.823975
	Iteration 32Q: 3 clusters Score -2950663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -2950666.250000 Penalty: 3030.823975
	Iteration 33Q: 3 clusters Score -2950666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2950672.500000 Penalty: 3030.823975
	Iteration 34Q: 3 clusters Score -2950672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -2950683.500000 Penalty: 3030.823975
	Iteration 35Q: 3 clusters Score -2950684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2950690.750000 Penalty: 3030.823975
	Iteration 36Q: 3 clusters Score -2950691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -2950688.250000 Penalty: 3030.823975
	Iteration 37Q: 3 clusters Score -2950688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -2950688.250000 Penalty: 3030.823975
	Iteration 38F: 3 clusters Score -2950688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Entering Unmasked Estep 
Score: -1990063.125000 Penalty: 1471.586426
	Iteration 0F: 2 clusters Score -1990063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1976971.875000 Penalty: 2943.172852
	Iteration 0F: 3 clusters Score -1976972 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1981853.000000 Penalty: 2943.172852
	Iteration 1F: 3 clusters Score -1981853 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1982259.375000 Penalty: 2943.172852
	Iteration 2F: 3 clusters Score -1982259 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1982564.750000 Penalty: 2943.172852
	Iteration 3Q: 3 clusters Score -1982565 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1982780.875000 Penalty: 2943.172852
	Iteration 4Q: 3 clusters Score -1982781 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1982994.625000 Penalty: 2943.172852
	Iteration 5Q: 3 clusters Score -1982995 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1983202.875000 Penalty: 2943.172852
	Iteration 6Q: 3 clusters Score -1983203 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1983392.375000 Penalty: 2943.172852
	Iteration 7Q: 3 clusters Score -1983392 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1983632.625000 Penalty: 2943.172852
	Iteration 8Q: 3 clusters Score -1983633 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1983881.250000 Penalty: 2943.172852
	Iteration 9Q: 3 clusters Score -1983881 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1984257.250000 Penalty: 2943.172852
	Iteration 10Q: 3 clusters Score -1984257 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1984728.250000 Penalty: 2943.172852
	Iteration 11Q: 3 clusters Score -1984728 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1985362.250000 Penalty: 2943.172852
	Iteration 12Q: 3 clusters Score -1985362 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1986141.875000 Penalty: 2943.172852
	Iteration 13F: 3 clusters Score -1986142 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1986928.125000 Penalty: 2943.172852
	Iteration 14F: 3 clusters Score -1986928 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1987666.000000 Penalty: 2943.172852
	Iteration 15Q: 3 clusters Score -1987666 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1988213.750000 Penalty: 2943.172852
	Iteration 16Q: 3 clusters Score -1988214 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1988498.625000 Penalty: 2943.172852
	Iteration 17Q: 3 clusters Score -1988499 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1988690.750000 Penalty: 2943.172852
	Iteration 18Q: 3 clusters Score -1988691 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1988801.875000 Penalty: 2943.172852
	Iteration 19Q: 3 clusters Score -1988802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1988876.125000 Penalty: 2943.172852
	Iteration 20F: 3 clusters Score -1988876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1988920.250000 Penalty: 2943.172852
	Iteration 21Q: 3 clusters Score -1988920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1988950.875000 Penalty: 2943.172852
	Iteration 22Q: 3 clusters Score -1988951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1988973.875000 Penalty: 2943.172852
	Iteration 23Q: 3 clusters Score -1988974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1988999.250000 Penalty: 2943.172852
	Iteration 24Q: 3 clusters Score -1988999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1989009.250000 Penalty: 2943.172852
	Iteration 25Q: 3 clusters Score -1989009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1989021.625000 Penalty: 2943.172852
	Iteration 26Q: 3 clusters Score -1989022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1989034.625000 Penalty: 2943.172852
	Iteration 27Q: 3 clusters Score -1989035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1989049.750000 Penalty: 2943.172852
	Iteration 28Q: 3 clusters Score -1989050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1989065.000000 Penalty: 2943.172852
	Iteration 29Q: 3 clusters Score -1989065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1989079.375000 Penalty: 2943.172852
	Iteration 30Q: 3 clusters Score -1989079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1989089.875000 Penalty: 2943.172852
	Iteration 31Q: 3 clusters Score -1989090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1989096.625000 Penalty: 2943.172852
	Iteration 32Q: 3 clusters Score -1989097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1989100.000000 Penalty: 2943.172852
	Iteration 33Q: 3 clusters Score -1989100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1989101.250000 Penalty: 2943.172852
	Iteration 34Q: 3 clusters Score -1989101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1989103.625000 Penalty: 2943.172852
	Iteration 35Q: 3 clusters Score -1989104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1989108.000000 Penalty: 2943.172852
	Iteration 36Q: 3 clusters Score -1989108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1989110.875000 Penalty: 2943.172852
	Iteration 37Q: 3 clusters Score -1989111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1989112.375000 Penalty: 2943.172852
	Iteration 38Q: 3 clusters Score -1989112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1989118.250000 Penalty: 2943.172852
	Iteration 39Q: 3 clusters Score -1989118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1989122.750000 Penalty: 2943.172852
	Iteration 40F: 3 clusters Score -1989123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1989123.000000 Penalty: 2943.172852
	Iteration 41Q: 3 clusters Score -1989123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1989123.500000 Penalty: 2943.172852
	Iteration 42Q: 3 clusters Score -1989124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1989123.875000 Penalty: 2943.172852
	Iteration 43Q: 3 clusters Score -1989124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1989128.375000 Penalty: 2943.172852
	Iteration 44Q: 3 clusters Score -1989128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1989128.375000 Penalty: 2943.172852
	Iteration 45F: 3 clusters Score -1989128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (93518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Entering Unmasked Estep 
Score: -10352713.000000 Penalty: 1703.151367
	Iteration 0F: 2 clusters Score -1.035271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -10291502.000000 Penalty: 3406.302734
	Iteration 0F: 3 clusters Score -1.02915e+07 nChanged 44083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -10316379.000000 Penalty: 3406.302734
	Iteration 1F: 3 clusters Score -1.031638e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -10317269.000000 Penalty: 3406.302734
	Iteration 2Q: 3 clusters Score -1.031727e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -10318438.000000 Penalty: 3406.302734
	Iteration 3Q: 3 clusters Score -1.031844e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -10320141.000000 Penalty: 3406.302734
	Iteration 4Q: 3 clusters Score -1.032014e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -10323147.000000 Penalty: 3406.302734
	Iteration 5F: 3 clusters Score -1.032315e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -10327706.000000 Penalty: 3406.302734
	Iteration 6F: 3 clusters Score -1.032771e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -10333835.000000 Penalty: 3406.302734
	Iteration 7F: 3 clusters Score -1.033384e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -10340038.000000 Penalty: 3406.302734
	Iteration 8F: 3 clusters Score -1.034004e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -10345099.000000 Penalty: 3406.302734
	Iteration 9F: 3 clusters Score -1.03451e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -10348440.000000 Penalty: 3406.302734
	Iteration 10Q: 3 clusters Score -1.034844e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -10349967.000000 Penalty: 3406.302734
	Iteration 11Q: 3 clusters Score -1.034997e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10350633.000000 Penalty: 3406.302734
	Iteration 12Q: 3 clusters Score -1.035063e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10350910.000000 Penalty: 3406.302734
	Iteration 13Q: 3 clusters Score -1.035091e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10351097.000000 Penalty: 3406.302734
	Iteration 14Q: 3 clusters Score -1.03511e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10351205.000000 Penalty: 3406.302734
	Iteration 15Q: 3 clusters Score -1.03512e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10351264.000000 Penalty: 3406.302734
	Iteration 16Q: 3 clusters Score -1.035126e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10351308.000000 Penalty: 3406.302734
	Iteration 17Q: 3 clusters Score -1.035131e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10351362.000000 Penalty: 3406.302734
	Iteration 18Q: 3 clusters Score -1.035136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10351368.000000 Penalty: 3406.302734
	Iteration 19Q: 3 clusters Score -1.035137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93143 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10351379.000000 Penalty: 3406.302734
	Iteration 20F: 3 clusters Score -1.035138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93151 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10351394.000000 Penalty: 3406.302734
	Iteration 21Q: 3 clusters Score -1.035139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10351396.000000 Penalty: 3406.302734
	Iteration 22Q: 3 clusters Score -1.03514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10351395.000000 Penalty: 3406.302734
	Iteration 23Q: 3 clusters Score -1.03514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10351398.000000 Penalty: 3406.302734
	Iteration 24Q: 3 clusters Score -1.03514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10351412.000000 Penalty: 3406.302734
	Iteration 25Q: 3 clusters Score -1.035141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10351409.000000 Penalty: 3406.302734
	Iteration 26Q: 3 clusters Score -1.035141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10351413.000000 Penalty: 3406.302734
	Iteration 27Q: 3 clusters Score -1.035141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93175 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10351407.000000 Penalty: 3406.302734
	Iteration 28Q: 3 clusters Score -1.035141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10351410.000000 Penalty: 3406.302734
	Iteration 29Q: 3 clusters Score -1.035141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10351413.000000 Penalty: 3406.302734
	Iteration 30Q: 3 clusters Score -1.035141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10351418.000000 Penalty: 3406.302734
	Iteration 31Q: 3 clusters Score -1.035142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10351420.000000 Penalty: 3406.302734
	Iteration 32Q: 3 clusters Score -1.035142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10351418.000000 Penalty: 3406.302734
	Iteration 33Q: 3 clusters Score -1.035142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10351417.000000 Penalty: 3406.302734
	Iteration 34Q: 3 clusters Score -1.035142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10351423.000000 Penalty: 3406.302734
	Iteration 35Q: 3 clusters Score -1.035142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10351423.000000 Penalty: 3406.302734
	Iteration 36F: 3 clusters Score -1.035142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Entering Unmasked Estep 
Score: -2124527.000000 Penalty: 1466.053589
	Iteration 0F: 2 clusters Score -2124527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2112065.000000 Penalty: 2932.107178
	Iteration 0F: 3 clusters Score -2112065 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2116410.500000 Penalty: 2932.107178
	Iteration 1F: 3 clusters Score -2116410 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2116773.000000 Penalty: 2932.107178
	Iteration 2F: 3 clusters Score -2116773 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2117099.250000 Penalty: 2932.107178
	Iteration 3Q: 3 clusters Score -2117099 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2117401.750000 Penalty: 2932.107178
	Iteration 4Q: 3 clusters Score -2117402 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2117783.500000 Penalty: 2932.107178
	Iteration 5Q: 3 clusters Score -2117784 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2118266.000000 Penalty: 2932.107178
	Iteration 6F: 3 clusters Score -2118266 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2118874.750000 Penalty: 2932.107178
	Iteration 7F: 3 clusters Score -2118875 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2119624.500000 Penalty: 2932.107178
	Iteration 8F: 3 clusters Score -2119624 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2120379.000000 Penalty: 2932.107178
	Iteration 9F: 3 clusters Score -2120379 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2121094.250000 Penalty: 2932.107178
	Iteration 10F: 3 clusters Score -2121094 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2121745.000000 Penalty: 2932.107178
	Iteration 11Q: 3 clusters Score -2121745 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2122254.750000 Penalty: 2932.107178
	Iteration 12Q: 3 clusters Score -2122255 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2122624.000000 Penalty: 2932.107178
	Iteration 13Q: 3 clusters Score -2122624 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2122848.250000 Penalty: 2932.107178
	Iteration 14Q: 3 clusters Score -2122848 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2122993.000000 Penalty: 2932.107178
	Iteration 15Q: 3 clusters Score -2122993 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2123089.250000 Penalty: 2932.107178
	Iteration 16Q: 3 clusters Score -2123089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2123175.750000 Penalty: 2932.107178
	Iteration 17Q: 3 clusters Score -2123176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2123222.500000 Penalty: 2932.107178
	Iteration 18Q: 3 clusters Score -2123222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2123253.500000 Penalty: 2932.107178
	Iteration 19Q: 3 clusters Score -2123254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2123273.250000 Penalty: 2932.107178
	Iteration 20F: 3 clusters Score -2123273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2123289.000000 Penalty: 2932.107178
	Iteration 21Q: 3 clusters Score -2123289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2123306.750000 Penalty: 2932.107178
	Iteration 22Q: 3 clusters Score -2123307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2123318.000000 Penalty: 2932.107178
	Iteration 23Q: 3 clusters Score -2123318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2123332.000000 Penalty: 2932.107178
	Iteration 24Q: 3 clusters Score -2123332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2123333.000000 Penalty: 2932.107178
	Iteration 25Q: 3 clusters Score -2123333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2123342.250000 Penalty: 2932.107178
	Iteration 26Q: 3 clusters Score -2123342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2123344.000000 Penalty: 2932.107178
	Iteration 27Q: 3 clusters Score -2123344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2123351.000000 Penalty: 2932.107178
	Iteration 28Q: 3 clusters Score -2123351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2123350.250000 Penalty: 2932.107178
	Iteration 29Q: 3 clusters Score -2123350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2123353.500000 Penalty: 2932.107178
	Iteration 30Q: 3 clusters Score -2123354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2123353.750000 Penalty: 2932.107178
	Iteration 31Q: 3 clusters Score -2123354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2123353.750000 Penalty: 2932.107178
	Iteration 32F: 3 clusters Score -2123354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Entering Unmasked Estep 
Score: -4492149.500000 Penalty: 1579.503296
	Iteration 0F: 2 clusters Score -4492150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -4465528.000000 Penalty: 3159.006592
	Iteration 0F: 3 clusters Score -4465528 nChanged 18687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -4475622.000000 Penalty: 3159.006592
	Iteration 1F: 3 clusters Score -4475622 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4476044.500000 Penalty: 3159.006592
	Iteration 2Q: 3 clusters Score -4476044 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -4476409.000000 Penalty: 3159.006592
	Iteration 3Q: 3 clusters Score -4476409 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4476801.500000 Penalty: 3159.006592
	Iteration 4Q: 3 clusters Score -4476802 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4477234.500000 Penalty: 3159.006592
	Iteration 5Q: 3 clusters Score -4477234 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -4477675.000000 Penalty: 3159.006592
	Iteration 6Q: 3 clusters Score -4477675 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4478259.500000 Penalty: 3159.006592
	Iteration 7Q: 3 clusters Score -4478260 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -4479076.000000 Penalty: 3159.006592
	Iteration 8Q: 3 clusters Score -4479076 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4480340.500000 Penalty: 3159.006592
	Iteration 9F: 3 clusters Score -4480340 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4482116.500000 Penalty: 3159.006592
	Iteration 10F: 3 clusters Score -4482116 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -4484351.500000 Penalty: 3159.006592
	Iteration 11F: 3 clusters Score -4484352 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4486742.000000 Penalty: 3159.006592
	Iteration 12F: 3 clusters Score -4486742 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4488631.500000 Penalty: 3159.006592
	Iteration 13F: 3 clusters Score -4488632 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4489856.500000 Penalty: 3159.006592
	Iteration 14Q: 3 clusters Score -4489856 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4490387.500000 Penalty: 3159.006592
	Iteration 15Q: 3 clusters Score -4490388 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4490642.000000 Penalty: 3159.006592
	Iteration 16Q: 3 clusters Score -4490642 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4490737.000000 Penalty: 3159.006592
	Iteration 17Q: 3 clusters Score -4490737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4490790.500000 Penalty: 3159.006592
	Iteration 18Q: 3 clusters Score -4490790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4490814.000000 Penalty: 3159.006592
	Iteration 19Q: 3 clusters Score -4490814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4490823.500000 Penalty: 3159.006592
	Iteration 20F: 3 clusters Score -4490824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4490838.500000 Penalty: 3159.006592
	Iteration 21Q: 3 clusters Score -4490838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4490850.000000 Penalty: 3159.006592
	Iteration 22Q: 3 clusters Score -4490850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4490854.000000 Penalty: 3159.006592
	Iteration 23Q: 3 clusters Score -4490854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4490859.000000 Penalty: 3159.006592
	Iteration 24Q: 3 clusters Score -4490859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4490863.000000 Penalty: 3159.006592
	Iteration 25Q: 3 clusters Score -4490863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4490864.000000 Penalty: 3159.006592
	Iteration 26Q: 3 clusters Score -4490864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4490863.500000 Penalty: 3159.006592
	Iteration 27Q: 3 clusters Score -4490864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4490868.500000 Penalty: 3159.006592
	Iteration 28Q: 3 clusters Score -4490868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4490867.000000 Penalty: 3159.006592
	Iteration 29Q: 3 clusters Score -4490867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4490877.500000 Penalty: 3159.006592
	Iteration 30Q: 3 clusters Score -4490878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4490877.000000 Penalty: 3159.006592
	Iteration 31Q: 3 clusters Score -4490877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4490875.500000 Penalty: 3159.006592
	Iteration 32Q: 3 clusters Score -4490876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4490877.500000 Penalty: 3159.006592
	Iteration 33Q: 3 clusters Score -4490878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4490877.500000 Penalty: 3159.006592
	Iteration 34F: 3 clusters Score -4490878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Entering Unmasked Estep 
Score: -1170021.375000 Penalty: 1382.349487
	Iteration 0F: 2 clusters Score -1170021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1162703.125000 Penalty: 2764.698975
	Iteration 0F: 3 clusters Score -1162703 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1165118.875000 Penalty: 2764.698975
	Iteration 1F: 3 clusters Score -1165119 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1165509.625000 Penalty: 2764.698975
	Iteration 2F: 3 clusters Score -1165510 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1165822.000000 Penalty: 2764.698975
	Iteration 3F: 3 clusters Score -1165822 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1166094.125000 Penalty: 2764.698975
	Iteration 4Q: 3 clusters Score -1166094 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1166342.250000 Penalty: 2764.698975
	Iteration 5Q: 3 clusters Score -1166342 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1166579.375000 Penalty: 2764.698975
	Iteration 6Q: 3 clusters Score -1166579 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1166821.500000 Penalty: 2764.698975
	Iteration 7Q: 3 clusters Score -1166822 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1167072.625000 Penalty: 2764.698975
	Iteration 8Q: 3 clusters Score -1167073 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1167317.000000 Penalty: 2764.698975
	Iteration 9Q: 3 clusters Score -1167317 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1167549.250000 Penalty: 2764.698975
	Iteration 10Q: 3 clusters Score -1167549 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1167752.875000 Penalty: 2764.698975
	Iteration 11Q: 3 clusters Score -1167753 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1167881.875000 Penalty: 2764.698975
	Iteration 12Q: 3 clusters Score -1167882 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1168010.500000 Penalty: 2764.698975
	Iteration 13Q: 3 clusters Score -1168010 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1168137.125000 Penalty: 2764.698975
	Iteration 14Q: 3 clusters Score -1168137 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1168241.750000 Penalty: 2764.698975
	Iteration 15Q: 3 clusters Score -1168242 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1168350.500000 Penalty: 2764.698975
	Iteration 16Q: 3 clusters Score -1168350 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1168440.000000 Penalty: 2764.698975
	Iteration 17Q: 3 clusters Score -1168440 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1168527.375000 Penalty: 2764.698975
	Iteration 18Q: 3 clusters Score -1168527 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1168596.500000 Penalty: 2764.698975
	Iteration 19Q: 3 clusters Score -1168596 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1168647.000000 Penalty: 2764.698975
	Iteration 20F: 3 clusters Score -1168647 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1168703.625000 Penalty: 2764.698975
	Iteration 21Q: 3 clusters Score -1168704 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1168754.875000 Penalty: 2764.698975
	Iteration 22Q: 3 clusters Score -1168755 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1168807.750000 Penalty: 2764.698975
	Iteration 23Q: 3 clusters Score -1168808 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1168857.500000 Penalty: 2764.698975
	Iteration 24Q: 3 clusters Score -1168858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1168898.375000 Penalty: 2764.698975
	Iteration 25Q: 3 clusters Score -1168898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1168952.625000 Penalty: 2764.698975
	Iteration 26Q: 3 clusters Score -1168953 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1168994.375000 Penalty: 2764.698975
	Iteration 27Q: 3 clusters Score -1168994 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1169033.750000 Penalty: 2764.698975
	Iteration 28Q: 3 clusters Score -1169034 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1169073.625000 Penalty: 2764.698975
	Iteration 29Q: 3 clusters Score -1169074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1169107.625000 Penalty: 2764.698975
	Iteration 30Q: 3 clusters Score -1169108 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1169139.000000 Penalty: 2764.698975
	Iteration 31Q: 3 clusters Score -1169139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1169157.875000 Penalty: 2764.698975
	Iteration 32Q: 3 clusters Score -1169158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1169172.000000 Penalty: 2764.698975
	Iteration 33Q: 3 clusters Score -1169172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1169190.125000 Penalty: 2764.698975
	Iteration 34Q: 3 clusters Score -1169190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1169200.500000 Penalty: 2764.698975
	Iteration 35Q: 3 clusters Score -1169200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1169211.875000 Penalty: 2764.698975
	Iteration 36Q: 3 clusters Score -1169212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1169218.000000 Penalty: 2764.698975
	Iteration 37Q: 3 clusters Score -1169218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1169222.625000 Penalty: 2764.698975
	Iteration 38Q: 3 clusters Score -1169223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1169231.000000 Penalty: 2764.698975
	Iteration 39Q: 3 clusters Score -1169231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1169236.375000 Penalty: 2764.698975
	Iteration 40F: 3 clusters Score -1169236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1169242.250000 Penalty: 2764.698975
	Iteration 41Q: 3 clusters Score -1169242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1169244.375000 Penalty: 2764.698975
	Iteration 42Q: 3 clusters Score -1169244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1169247.500000 Penalty: 2764.698975
	Iteration 43Q: 3 clusters Score -1169248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1169250.000000 Penalty: 2764.698975
	Iteration 44Q: 3 clusters Score -1169250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1169252.125000 Penalty: 2764.698975
	Iteration 45Q: 3 clusters Score -1169252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1169253.000000 Penalty: 2764.698975
	Iteration 46Q: 3 clusters Score -1169253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1169256.000000 Penalty: 2764.698975
	Iteration 47Q: 3 clusters Score -1169256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1169257.750000 Penalty: 2764.698975
	Iteration 48Q: 3 clusters Score -1169258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1169258.500000 Penalty: 2764.698975
	Iteration 49Q: 3 clusters Score -1169258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1169261.500000 Penalty: 2764.698975
	Iteration 50Q: 3 clusters Score -1169262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1169260.750000 Penalty: 2764.698975
	Iteration 51Q: 3 clusters Score -1169261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1169261.625000 Penalty: 2764.698975
	Iteration 52Q: 3 clusters Score -1169262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1169263.625000 Penalty: 2764.698975
	Iteration 53Q: 3 clusters Score -1169264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1169265.625000 Penalty: 2764.698975
	Iteration 54Q: 3 clusters Score -1169266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1169266.875000 Penalty: 2764.698975
	Iteration 55Q: 3 clusters Score -1169267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1169274.625000 Penalty: 2764.698975
	Iteration 56Q: 3 clusters Score -1169275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1169275.875000 Penalty: 2764.698975
	Iteration 57Q: 3 clusters Score -1169276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1169278.125000 Penalty: 2764.698975
	Iteration 58Q: 3 clusters Score -1169278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1169279.125000 Penalty: 2764.698975
	Iteration 59Q: 3 clusters Score -1169279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1169282.625000 Penalty: 2764.698975
	Iteration 60F: 3 clusters Score -1169283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1169284.250000 Penalty: 2764.698975
	Iteration 61Q: 3 clusters Score -1169284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1169287.250000 Penalty: 2764.698975
	Iteration 62Q: 3 clusters Score -1169287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1169288.750000 Penalty: 2764.698975
	Iteration 63Q: 3 clusters Score -1169289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1169294.250000 Penalty: 2764.698975
	Iteration 64Q: 3 clusters Score -1169294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1169297.500000 Penalty: 2764.698975
	Iteration 65Q: 3 clusters Score -1169298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1169299.500000 Penalty: 2764.698975
	Iteration 66Q: 3 clusters Score -1169300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1169302.125000 Penalty: 2764.698975
	Iteration 67Q: 3 clusters Score -1169302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1169304.875000 Penalty: 2764.698975
	Iteration 68Q: 3 clusters Score -1169305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1169308.750000 Penalty: 2764.698975
	Iteration 69Q: 3 clusters Score -1169309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1169310.875000 Penalty: 2764.698975
	Iteration 70Q: 3 clusters Score -1169311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1169310.000000 Penalty: 2764.698975
	Iteration 71Q: 3 clusters Score -1169310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1169310.000000 Penalty: 2764.698975
	Iteration 72F: 3 clusters Score -1169310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Entering Unmasked Estep 
Score: -1988803.500000 Penalty: 1456.791138
	Iteration 0F: 2 clusters Score -1988804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1977124.750000 Penalty: 2913.582275
	Iteration 0F: 3 clusters Score -1977125 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1981302.250000 Penalty: 2913.582275
	Iteration 1F: 3 clusters Score -1981302 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1981714.625000 Penalty: 2913.582275
	Iteration 2F: 3 clusters Score -1981715 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1982062.500000 Penalty: 2913.582275
	Iteration 3Q: 3 clusters Score -1982062 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1982369.625000 Penalty: 2913.582275
	Iteration 4Q: 3 clusters Score -1982370 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1982640.000000 Penalty: 2913.582275
	Iteration 5Q: 3 clusters Score -1982640 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1982923.250000 Penalty: 2913.582275
	Iteration 6Q: 3 clusters Score -1982923 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1983192.375000 Penalty: 2913.582275
	Iteration 7Q: 3 clusters Score -1983192 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1983445.125000 Penalty: 2913.582275
	Iteration 8Q: 3 clusters Score -1983445 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1983707.000000 Penalty: 2913.582275
	Iteration 9Q: 3 clusters Score -1983707 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1983959.500000 Penalty: 2913.582275
	Iteration 10Q: 3 clusters Score -1983960 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1984215.375000 Penalty: 2913.582275
	Iteration 11Q: 3 clusters Score -1984215 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1984457.125000 Penalty: 2913.582275
	Iteration 12Q: 3 clusters Score -1984457 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1984687.875000 Penalty: 2913.582275
	Iteration 13Q: 3 clusters Score -1984688 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1984973.875000 Penalty: 2913.582275
	Iteration 14Q: 3 clusters Score -1984974 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1985286.625000 Penalty: 2913.582275
	Iteration 15Q: 3 clusters Score -1985287 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1985595.250000 Penalty: 2913.582275
	Iteration 16Q: 3 clusters Score -1985595 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1985926.875000 Penalty: 2913.582275
	Iteration 17Q: 3 clusters Score -1985927 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1986230.250000 Penalty: 2913.582275
	Iteration 18Q: 3 clusters Score -1986230 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1986518.375000 Penalty: 2913.582275
	Iteration 19Q: 3 clusters Score -1986518 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1986775.875000 Penalty: 2913.582275
	Iteration 20F: 3 clusters Score -1986776 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1987005.750000 Penalty: 2913.582275
	Iteration 21Q: 3 clusters Score -1987006 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1987186.750000 Penalty: 2913.582275
	Iteration 22Q: 3 clusters Score -1987187 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1987318.875000 Penalty: 2913.582275
	Iteration 23Q: 3 clusters Score -1987319 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1987420.875000 Penalty: 2913.582275
	Iteration 24Q: 3 clusters Score -1987421 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1987501.250000 Penalty: 2913.582275
	Iteration 25Q: 3 clusters Score -1987501 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1987568.250000 Penalty: 2913.582275
	Iteration 26Q: 3 clusters Score -1987568 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1987614.250000 Penalty: 2913.582275
	Iteration 27Q: 3 clusters Score -1987614 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1987655.750000 Penalty: 2913.582275
	Iteration 28Q: 3 clusters Score -1987656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1987684.500000 Penalty: 2913.582275
	Iteration 29Q: 3 clusters Score -1987684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1987706.875000 Penalty: 2913.582275
	Iteration 30Q: 3 clusters Score -1987707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1987733.500000 Penalty: 2913.582275
	Iteration 31Q: 3 clusters Score -1987734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1987749.250000 Penalty: 2913.582275
	Iteration 32Q: 3 clusters Score -1987749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1987770.500000 Penalty: 2913.582275
	Iteration 33Q: 3 clusters Score -1987770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1987774.875000 Penalty: 2913.582275
	Iteration 34Q: 3 clusters Score -1987775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1987781.750000 Penalty: 2913.582275
	Iteration 35Q: 3 clusters Score -1987782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1987785.250000 Penalty: 2913.582275
	Iteration 36Q: 3 clusters Score -1987785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1987792.250000 Penalty: 2913.582275
	Iteration 37Q: 3 clusters Score -1987792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1987796.750000 Penalty: 2913.582275
	Iteration 38Q: 3 clusters Score -1987797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1987797.625000 Penalty: 2913.582275
	Iteration 39Q: 3 clusters Score -1987798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1987798.625000 Penalty: 2913.582275
	Iteration 40F: 3 clusters Score -1987799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1987798.500000 Penalty: 2913.582275
	Iteration 41Q: 3 clusters Score -1987798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1987800.750000 Penalty: 2913.582275
	Iteration 42Q: 3 clusters Score -1987801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1987801.375000 Penalty: 2913.582275
	Iteration 43Q: 3 clusters Score -1987801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1987801.375000 Penalty: 2913.582275
	Iteration 44F: 3 clusters Score -1987801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -1961709.125000 Penalty: 1454.295776
	Iteration 0F: 2 clusters Score -1961709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1950204.125000 Penalty: 2908.591553
	Iteration 0F: 3 clusters Score -1950204 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1954756.500000 Penalty: 2908.591553
	Iteration 1F: 3 clusters Score -1954756 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1955655.625000 Penalty: 2908.591553
	Iteration 2F: 3 clusters Score -1955656 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1956509.750000 Penalty: 2908.591553
	Iteration 3F: 3 clusters Score -1956510 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1957263.750000 Penalty: 2908.591553
	Iteration 4F: 3 clusters Score -1957264 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1957915.625000 Penalty: 2908.591553
	Iteration 5F: 3 clusters Score -1957916 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1958450.500000 Penalty: 2908.591553
	Iteration 6Q: 3 clusters Score -1958450 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1958890.250000 Penalty: 2908.591553
	Iteration 7Q: 3 clusters Score -1958890 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1959295.750000 Penalty: 2908.591553
	Iteration 8Q: 3 clusters Score -1959296 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1959611.875000 Penalty: 2908.591553
	Iteration 9Q: 3 clusters Score -1959612 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1959851.750000 Penalty: 2908.591553
	Iteration 10Q: 3 clusters Score -1959852 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1960024.625000 Penalty: 2908.591553
	Iteration 11Q: 3 clusters Score -1960025 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1960166.125000 Penalty: 2908.591553
	Iteration 12Q: 3 clusters Score -1960166 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1960280.125000 Penalty: 2908.591553
	Iteration 13Q: 3 clusters Score -1960280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1960346.500000 Penalty: 2908.591553
	Iteration 14Q: 3 clusters Score -1960346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1960394.375000 Penalty: 2908.591553
	Iteration 15Q: 3 clusters Score -1960394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1960450.250000 Penalty: 2908.591553
	Iteration 16Q: 3 clusters Score -1960450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1960481.500000 Penalty: 2908.591553
	Iteration 17Q: 3 clusters Score -1960482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1960501.000000 Penalty: 2908.591553
	Iteration 18Q: 3 clusters Score -1960501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1960510.375000 Penalty: 2908.591553
	Iteration 19Q: 3 clusters Score -1960510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1960518.125000 Penalty: 2908.591553
	Iteration 20F: 3 clusters Score -1960518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1960530.125000 Penalty: 2908.591553
	Iteration 21Q: 3 clusters Score -1960530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1960538.125000 Penalty: 2908.591553
	Iteration 22Q: 3 clusters Score -1960538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1960542.000000 Penalty: 2908.591553
	Iteration 23Q: 3 clusters Score -1960542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1960544.500000 Penalty: 2908.591553
	Iteration 24Q: 3 clusters Score -1960544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1960550.500000 Penalty: 2908.591553
	Iteration 25Q: 3 clusters Score -1960550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1960549.875000 Penalty: 2908.591553
	Iteration 26Q: 3 clusters Score -1960550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1960550.625000 Penalty: 2908.591553
	Iteration 27Q: 3 clusters Score -1960551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1960556.250000 Penalty: 2908.591553
	Iteration 28Q: 3 clusters Score -1960556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -1960557.250000 Penalty: 2908.591553
	Iteration 29Q: 3 clusters Score -1960557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1960554.625000 Penalty: 2908.591553
	Iteration 30Q: 3 clusters Score -1960555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1960557.625000 Penalty: 2908.591553
	Iteration 31Q: 3 clusters Score -1960558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1960560.125000 Penalty: 2908.591553
	Iteration 32Q: 3 clusters Score -1960560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1960560.375000 Penalty: 2908.591553
	Iteration 33Q: 3 clusters Score -1960560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -1960560.875000 Penalty: 2908.591553
	Iteration 34Q: 3 clusters Score -1960561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1960565.500000 Penalty: 2908.591553
	Iteration 35Q: 3 clusters Score -1960566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1960566.375000 Penalty: 2908.591553
	Iteration 36Q: 3 clusters Score -1960566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1960566.375000 Penalty: 2908.591553
	Iteration 37F: 3 clusters Score -1960566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Entering Unmasked Estep 
Score: -3126346.000000 Penalty: 1523.344116
	Iteration 0F: 2 clusters Score -3126346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3108296.500000 Penalty: 3046.688232
	Iteration 0F: 3 clusters Score -3108296 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3115028.750000 Penalty: 3046.688232
	Iteration 1F: 3 clusters Score -3115029 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3115520.500000 Penalty: 3046.688232
	Iteration 2F: 3 clusters Score -3115520 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3116026.250000 Penalty: 3046.688232
	Iteration 3Q: 3 clusters Score -3116026 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3116661.250000 Penalty: 3046.688232
	Iteration 4F: 3 clusters Score -3116661 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3117505.000000 Penalty: 3046.688232
	Iteration 5F: 3 clusters Score -3117505 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3118604.250000 Penalty: 3046.688232
	Iteration 6F: 3 clusters Score -3118604 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3119840.750000 Penalty: 3046.688232
	Iteration 7F: 3 clusters Score -3119841 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3121169.000000 Penalty: 3046.688232
	Iteration 8F: 3 clusters Score -3121169 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3122384.000000 Penalty: 3046.688232
	Iteration 9F: 3 clusters Score -3122384 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3123305.500000 Penalty: 3046.688232
	Iteration 10Q: 3 clusters Score -3123306 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3123897.750000 Penalty: 3046.688232
	Iteration 11Q: 3 clusters Score -3123898 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3124339.250000 Penalty: 3046.688232
	Iteration 12Q: 3 clusters Score -3124339 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3124644.000000 Penalty: 3046.688232
	Iteration 13Q: 3 clusters Score -3124644 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3124845.500000 Penalty: 3046.688232
	Iteration 14Q: 3 clusters Score -3124846 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3124948.250000 Penalty: 3046.688232
	Iteration 15Q: 3 clusters Score -3124948 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3125025.000000 Penalty: 3046.688232
	Iteration 16Q: 3 clusters Score -3125025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3125075.250000 Penalty: 3046.688232
	Iteration 17Q: 3 clusters Score -3125075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3125097.750000 Penalty: 3046.688232
	Iteration 18Q: 3 clusters Score -3125098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3125107.000000 Penalty: 3046.688232
	Iteration 19Q: 3 clusters Score -3125107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3125126.500000 Penalty: 3046.688232
	Iteration 20F: 3 clusters Score -3125126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3125139.000000 Penalty: 3046.688232
	Iteration 21Q: 3 clusters Score -3125139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3125150.500000 Penalty: 3046.688232
	Iteration 22Q: 3 clusters Score -3125150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3125157.750000 Penalty: 3046.688232
	Iteration 23Q: 3 clusters Score -3125158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3125170.000000 Penalty: 3046.688232
	Iteration 24Q: 3 clusters Score -3125170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3125179.250000 Penalty: 3046.688232
	Iteration 25Q: 3 clusters Score -3125179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3125188.750000 Penalty: 3046.688232
	Iteration 26Q: 3 clusters Score -3125189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -3125198.250000 Penalty: 3046.688232
	Iteration 27Q: 3 clusters Score -3125198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3125203.000000 Penalty: 3046.688232
	Iteration 28Q: 3 clusters Score -3125203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3125204.500000 Penalty: 3046.688232
	Iteration 29Q: 3 clusters Score -3125204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3125203.750000 Penalty: 3046.688232
	Iteration 30Q: 3 clusters Score -3125204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3125203.750000 Penalty: 3046.688232
	Iteration 31F: 3 clusters Score -3125204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Entering Unmasked Estep 
Score: -5582198.000000 Penalty: 1609.165405
	Iteration 0F: 2 clusters Score -5582198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -5549665.000000 Penalty: 3218.330811
	Iteration 0F: 3 clusters Score -5549665 nChanged 23033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -5562697.500000 Penalty: 3218.330811
	Iteration 1F: 3 clusters Score -5562698 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -5563549.500000 Penalty: 3218.330811
	Iteration 2Q: 3 clusters Score -5563550 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5564604.500000 Penalty: 3218.330811
	Iteration 3F: 3 clusters Score -5564604 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -5566191.500000 Penalty: 3218.330811
	Iteration 4F: 3 clusters Score -5566192 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -5568335.000000 Penalty: 3218.330811
	Iteration 5F: 3 clusters Score -5568335 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -5570992.000000 Penalty: 3218.330811
	Iteration 6F: 3 clusters Score -5570992 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5573651.000000 Penalty: 3218.330811
	Iteration 7F: 3 clusters Score -5573651 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -5576004.500000 Penalty: 3218.330811
	Iteration 8F: 3 clusters Score -5576004 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5577711.500000 Penalty: 3218.330811
	Iteration 9Q: 3 clusters Score -5577712 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -5578908.000000 Penalty: 3218.330811
	Iteration 10Q: 3 clusters Score -5578908 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -5579658.000000 Penalty: 3218.330811
	Iteration 11Q: 3 clusters Score -5579658 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -5580104.000000 Penalty: 3218.330811
	Iteration 12Q: 3 clusters Score -5580104 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -5580437.000000 Penalty: 3218.330811
	Iteration 13Q: 3 clusters Score -5580437 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -5580627.000000 Penalty: 3218.330811
	Iteration 14Q: 3 clusters Score -5580627 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -5580751.000000 Penalty: 3218.330811
	Iteration 15Q: 3 clusters Score -5580751 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -5580824.000000 Penalty: 3218.330811
	Iteration 16Q: 3 clusters Score -5580824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -5580892.000000 Penalty: 3218.330811
	Iteration 17Q: 3 clusters Score -5580892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -5580929.000000 Penalty: 3218.330811
	Iteration 18Q: 3 clusters Score -5580929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -5580974.500000 Penalty: 3218.330811
	Iteration 19Q: 3 clusters Score -5580974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -5580988.000000 Penalty: 3218.330811
	Iteration 20F: 3 clusters Score -5580988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -5581001.000000 Penalty: 3218.330811
	Iteration 21Q: 3 clusters Score -5581001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -5581011.000000 Penalty: 3218.330811
	Iteration 22Q: 3 clusters Score -5581011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -5581013.000000 Penalty: 3218.330811
	Iteration 23Q: 3 clusters Score -5581013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -5581005.500000 Penalty: 3218.330811
	Iteration 24Q: 3 clusters Score -5581006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -5581008.500000 Penalty: 3218.330811
	Iteration 25Q: 3 clusters Score -5581008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -5581007.500000 Penalty: 3218.330811
	Iteration 26Q: 3 clusters Score -5581008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -5581005.000000 Penalty: 3218.330811
	Iteration 27Q: 3 clusters Score -5581005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -5581010.500000 Penalty: 3218.330811
	Iteration 28Q: 3 clusters Score -5581010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -5581010.500000 Penalty: 3218.330811
	Iteration 29F: 3 clusters Score -5581010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Entering Unmasked Estep 
Score: -3206159.000000 Penalty: 1533.315918
	Iteration 0F: 2 clusters Score -3206159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3186844.500000 Penalty: 3066.631836
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3194519 nChanged 1609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3195212 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -3195984 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -3196797 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3197588 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3198302 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3198921.250000 Penalty: 3066.631836
	Iteration 7Q: 3 clusters Score -3198921 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3199417.250000 Penalty: 3066.631836
	Iteration 8Q: 3 clusters Score -3199417 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3199792.750000 Penalty: 3066.631836
	Iteration 9Q: 3 clusters Score -3199793 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3200164.250000 Penalty: 3066.631836
	Iteration 10Q: 3 clusters Score -3200164 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3200487.250000 Penalty: 3066.631836
	Iteration 11Q: 3 clusters Score -3200487 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3200748.500000 Penalty: 3066.631836
	Iteration 12Q: 3 clusters Score -3200748 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3200985 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3201167.000000 Penalty: 3066.631836
	Iteration 14Q: 3 clusters Score -3201167 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3201307.000000 Penalty: 3066.631836
	Iteration 15Q: 3 clusters Score -3201307 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3201408.750000 Penalty: 3066.631836
	Iteration 16Q: 3 clusters Score -3201409 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3201478 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3201534.000000 Penalty: 3066.631836
	Iteration 18Q: 3 clusters Score -3201534 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3201574.500000 Penalty: 3066.631836
	Iteration 19Q: 3 clusters Score -3201574 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3201603.000000 Penalty: 3066.631836
	Iteration 20F: 3 clusters Score -3201603 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3201644.000000 Penalty: 3066.631836
	Iteration 21Q: 3 clusters Score -3201644 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3201676.000000 Penalty: 3066.631836
	Iteration 22Q: 3 clusters Score -3201676 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3201713.250000 Penalty: 3066.631836
	Iteration 23Q: 3 clusters Score -3201713 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3201754.500000 Penalty: 3066.631836
	Iteration 24Q: 3 clusters Score -3201754 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3201784.250000 Penalty: 3066.631836
	Iteration 25Q: 3 clusters Score -3201784 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3201807.250000 Penalty: 3066.631836
	Iteration 26Q: 3 clusters Score -3201807 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3201827.250000 Penalty: 3066.631836
	Iteration 27Q: 3 clusters Score -3201827 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3201841.250000 Penalty: 3066.631836
	Iteration 28Q: 3 clusters Score -3201841 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3201867.500000 Penalty: 3066.631836
	Iteration 29Q: 3 clusters Score -3201868 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3201881.500000 Penalty: 3066.631836
	Iteration 30Q: 3 clusters Score -3201882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3201888.500000 Penalty: 3066.631836
	Iteration 31Q: 3 clusters Score -3201888 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3201894.000000 Penalty: 3066.631836
	Iteration 32Q: 3 clusters Score -3201894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3201919.250000 Penalty: 3066.631836
	Iteration 33Q: 3 clusters Score -3201919 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3201922.500000 Penalty: 3066.631836
	Iteration 34Q: 3 clusters Score -3201922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -3201924.250000 Penalty: 3066.631836
	Iteration 35Q: 3 clusters Score -3201924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3201930.750000 Penalty: 3066.631836
	Iteration 36Q: 3 clusters Score -3201931 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3201941.000000 Penalty: 3066.631836
	Iteration 37Q: 3 clusters Score -3201941 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3201949 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -3201954.000000 Penalty: 3066.631836
	Iteration 39Q: 3 clusters Score -3201954 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -3201969.750000 Penalty: 3066.631836
	Iteration 40F: 3 clusters Score -3201970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3201966.000000 Penalty: 3066.631836
	Iteration 41Q: 3 clusters Score -3201966 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3201973.750000 Penalty: 3066.631836
	Iteration 42Q: 3 clusters Score -3201974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3202011.500000 Penalty: 3066.631836
	Iteration 43Q: 3 clusters Score -3202012 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3202017.500000 Penalty: 3066.631836
	Iteration 44Q: 3 clusters Score -3202018 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3202048 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3202061 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3202097 nChanged 117
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Mstep: Class 1 contains 19315 members 
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Entering Unmasked Estep 
Score: -3202091.250000 Penalty: 3066.631836
	Iteration 48Q: 3 clusters Score -3202091 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3202096 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3202120.000000 Penalty: 3066.631836
	Iteration 50Q: 3 clusters Score -3202120 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3202135.500000 Penalty: 3066.631836
	Iteration 51Q: 3 clusters Score -3202136 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3202149.000000 Penalty: 3066.631836
	Iteration 52Q: 3 clusters Score -3202149 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
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Entering Unmasked Estep 
Score: -3202171.000000 Penalty: 3066.631836
	Iteration 53Q: 3 clusters Score -3202171 nChanged 149
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Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3202198.000000 Penalty: 3066.631836
	Iteration 54Q: 3 clusters Score -3202198 nChanged 145
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Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3202223.500000 Penalty: 3066.631836
	Iteration 55Q: 3 clusters Score -3202224 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3202232.250000 Penalty: 3066.631836
	Iteration 56Q: 3 clusters Score -3202232 nChanged 198
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Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3202277 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3202329.000000 Penalty: 3066.631836
	Iteration 58Q: 3 clusters Score -3202329 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3202365.750000 Penalty: 3066.631836
	Iteration 59Q: 3 clusters Score -3202366 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3202410.500000 Penalty: 3066.631836
	Iteration 60F: 3 clusters Score -3202410 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3202441.250000 Penalty: 3066.631836
	Iteration 61Q: 3 clusters Score -3202441 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3202476.750000 Penalty: 3066.631836
	Iteration 62Q: 3 clusters Score -3202477 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3202511.500000 Penalty: 3066.631836
	Iteration 63Q: 3 clusters Score -3202512 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3202553.000000 Penalty: 3066.631836
	Iteration 64Q: 3 clusters Score -3202553 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3202571.750000 Penalty: 3066.631836
	Iteration 65Q: 3 clusters Score -3202572 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3202614.250000 Penalty: 3066.631836
	Iteration 66Q: 3 clusters Score -3202614 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3202647.750000 Penalty: 3066.631836
	Iteration 67Q: 3 clusters Score -3202648 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -3202687.500000 Penalty: 3066.631836
	Iteration 68Q: 3 clusters Score -3202688 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3202725.250000 Penalty: 3066.631836
	Iteration 69Q: 3 clusters Score -3202725 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3202750.500000 Penalty: 3066.631836
	Iteration 70Q: 3 clusters Score -3202750 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3202786.250000 Penalty: 3066.631836
	Iteration 71Q: 3 clusters Score -3202786 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -3202843.750000 Penalty: 3066.631836
	Iteration 72Q: 3 clusters Score -3202844 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3202892.750000 Penalty: 3066.631836
	Iteration 73Q: 3 clusters Score -3202893 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3202952.000000 Penalty: 3066.631836
	Iteration 74Q: 3 clusters Score -3202952 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3202990.750000 Penalty: 3066.631836
	Iteration 75Q: 3 clusters Score -3202991 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3203044 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3203106 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3203172.500000 Penalty: 3066.631836
	Iteration 78Q: 3 clusters Score -3203172 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3203248.000000 Penalty: 3066.631836
	Iteration 79Q: 3 clusters Score -3203248 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3203311.500000 Penalty: 3066.631836
	Iteration 80F: 3 clusters Score -3203312 nChanged 240
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3203371.750000 Penalty: 3066.631836
	Iteration 81Q: 3 clusters Score -3203372 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3203470.250000 Penalty: 3066.631836
	Iteration 82Q: 3 clusters Score -3203470 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3203537.500000 Penalty: 3066.631836
	Iteration 83Q: 3 clusters Score -3203538 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3203610.250000 Penalty: 3066.631836
	Iteration 84Q: 3 clusters Score -3203610 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3203708.250000 Penalty: 3066.631836
	Iteration 85Q: 3 clusters Score -3203708 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3203786.750000 Penalty: 3066.631836
	Iteration 86Q: 3 clusters Score -3203787 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3203892.750000 Penalty: 3066.631836
	Iteration 87Q: 3 clusters Score -3203893 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3203991.000000 Penalty: 3066.631836
	Iteration 88Q: 3 clusters Score -3203991 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3204084.500000 Penalty: 3066.631836
	Iteration 89Q: 3 clusters Score -3204084 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3204159.250000 Penalty: 3066.631836
	Iteration 90Q: 3 clusters Score -3204159 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3204229.500000 Penalty: 3066.631836
	Iteration 91Q: 3 clusters Score -3204230 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3204314.750000 Penalty: 3066.631836
	Iteration 92Q: 3 clusters Score -3204315 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3204384.000000 Penalty: 3066.631836
	Iteration 93Q: 3 clusters Score -3204384 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3204457.000000 Penalty: 3066.631836
	Iteration 94Q: 3 clusters Score -3204457 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3204515.000000 Penalty: 3066.631836
	Iteration 95Q: 3 clusters Score -3204515 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3204575.750000 Penalty: 3066.631836
	Iteration 96Q: 3 clusters Score -3204576 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3204645.500000 Penalty: 3066.631836
	Iteration 97Q: 3 clusters Score -3204646 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3204687.250000 Penalty: 3066.631836
	Iteration 98Q: 3 clusters Score -3204687 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3204742.250000 Penalty: 3066.631836
	Iteration 99Q: 3 clusters Score -3204742 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3204774.000000 Penalty: 3066.631836
	Iteration 100F: 3 clusters Score -3204774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3204822.750000 Penalty: 3066.631836
	Iteration 101Q: 3 clusters Score -3204823 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3204854.250000 Penalty: 3066.631836
	Iteration 102Q: 3 clusters Score -3204854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3204888.750000 Penalty: 3066.631836
	Iteration 103Q: 3 clusters Score -3204889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3204924.500000 Penalty: 3066.631836
	Iteration 104Q: 3 clusters Score -3204924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3204950.750000 Penalty: 3066.631836
	Iteration 105Q: 3 clusters Score -3204951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3204958.750000 Penalty: 3066.631836
	Iteration 106Q: 3 clusters Score -3204959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3204979.000000 Penalty: 3066.631836
	Iteration 107Q: 3 clusters Score -3204979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3204990.500000 Penalty: 3066.631836
	Iteration 108Q: 3 clusters Score -3204990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3204992.250000 Penalty: 3066.631836
	Iteration 109Q: 3 clusters Score -3204992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3205001.750000 Penalty: 3066.631836
	Iteration 110Q: 3 clusters Score -3205002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3205005.500000 Penalty: 3066.631836
	Iteration 111Q: 3 clusters Score -3205006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3205002.500000 Penalty: 3066.631836
	Iteration 112Q: 3 clusters Score -3205002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3205005.750000 Penalty: 3066.631836
	Iteration 113Q: 3 clusters Score -3205006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3205008.250000 Penalty: 3066.631836
	Iteration 114Q: 3 clusters Score -3205008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3205016.000000 Penalty: 3066.631836
	Iteration 115Q: 3 clusters Score -3205016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3205012.500000 Penalty: 3066.631836
	Iteration 116Q: 3 clusters Score -3205012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3205017.750000 Penalty: 3066.631836
	Iteration 117Q: 3 clusters Score -3205018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3205027.750000 Penalty: 3066.631836
	Iteration 118Q: 3 clusters Score -3205028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3205030.000000 Penalty: 3066.631836
	Iteration 119Q: 3 clusters Score -3205030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3205029.000000 Penalty: 3066.631836
	Iteration 120F: 3 clusters Score -3205029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3205032.500000 Penalty: 3066.631836
	Iteration 121Q: 3 clusters Score -3205032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3205032.000000 Penalty: 3066.631836
	Iteration 122Q: 3 clusters Score -3205032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3205030.500000 Penalty: 3066.631836
	Iteration 123Q: 3 clusters Score -3205030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3205030.500000 Penalty: 3066.631836
	Iteration 124F: 3 clusters Score -3205030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Entering Unmasked Estep 
Score: -2616247.500000 Penalty: 1497.451904
	Iteration 0F: 2 clusters Score -2616248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2601009.250000 Penalty: 2994.903809
	Iteration 0F: 3 clusters Score -2601009 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2606575.750000 Penalty: 2994.903809
	Iteration 1F: 3 clusters Score -2606576 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2607100.750000 Penalty: 2994.903809
	Iteration 2F: 3 clusters Score -2607101 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2607587.750000 Penalty: 2994.903809
	Iteration 3Q: 3 clusters Score -2607588 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2608067.500000 Penalty: 2994.903809
	Iteration 4Q: 3 clusters Score -2608068 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2608636.500000 Penalty: 2994.903809
	Iteration 5F: 3 clusters Score -2608636 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2609202.000000 Penalty: 2994.903809
	Iteration 6F: 3 clusters Score -2609202 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2609803.750000 Penalty: 2994.903809
	Iteration 7F: 3 clusters Score -2609804 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2610470.000000 Penalty: 2994.903809
	Iteration 8F: 3 clusters Score -2610470 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2611116.000000 Penalty: 2994.903809
	Iteration 9Q: 3 clusters Score -2611116 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2611655.750000 Penalty: 2994.903809
	Iteration 10Q: 3 clusters Score -2611656 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2612195.500000 Penalty: 2994.903809
	Iteration 11Q: 3 clusters Score -2612196 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2612743.000000 Penalty: 2994.903809
	Iteration 12Q: 3 clusters Score -2612743 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2613267.000000 Penalty: 2994.903809
	Iteration 13Q: 3 clusters Score -2613267 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2613717.000000 Penalty: 2994.903809
	Iteration 14Q: 3 clusters Score -2613717 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2614083.750000 Penalty: 2994.903809
	Iteration 15Q: 3 clusters Score -2614084 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2614382.750000 Penalty: 2994.903809
	Iteration 16Q: 3 clusters Score -2614383 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2614575.500000 Penalty: 2994.903809
	Iteration 17Q: 3 clusters Score -2614576 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2614743.250000 Penalty: 2994.903809
	Iteration 18Q: 3 clusters Score -2614743 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2614851.750000 Penalty: 2994.903809
	Iteration 19Q: 3 clusters Score -2614852 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2614946.750000 Penalty: 2994.903809
	Iteration 20F: 3 clusters Score -2614947 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2615006.500000 Penalty: 2994.903809
	Iteration 21Q: 3 clusters Score -2615006 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2615055.000000 Penalty: 2994.903809
	Iteration 22Q: 3 clusters Score -2615055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2615103.750000 Penalty: 2994.903809
	Iteration 23Q: 3 clusters Score -2615104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2615142.250000 Penalty: 2994.903809
	Iteration 24Q: 3 clusters Score -2615142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2615165.250000 Penalty: 2994.903809
	Iteration 25Q: 3 clusters Score -2615165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2615169.000000 Penalty: 2994.903809
	Iteration 26Q: 3 clusters Score -2615169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2615177.250000 Penalty: 2994.903809
	Iteration 27Q: 3 clusters Score -2615177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2615188.000000 Penalty: 2994.903809
	Iteration 28Q: 3 clusters Score -2615188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2615193.250000 Penalty: 2994.903809
	Iteration 29Q: 3 clusters Score -2615193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2615207.000000 Penalty: 2994.903809
	Iteration 30Q: 3 clusters Score -2615207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2615218.000000 Penalty: 2994.903809
	Iteration 31Q: 3 clusters Score -2615218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -2615229.250000 Penalty: 2994.903809
	Iteration 32Q: 3 clusters Score -2615229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2615225.750000 Penalty: 2994.903809
	Iteration 33Q: 3 clusters Score -2615226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2615233.750000 Penalty: 2994.903809
	Iteration 34Q: 3 clusters Score -2615234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2615231.000000 Penalty: 2994.903809
	Iteration 35Q: 3 clusters Score -2615231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -2615236.500000 Penalty: 2994.903809
	Iteration 36Q: 3 clusters Score -2615236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2615239.000000 Penalty: 2994.903809
	Iteration 37Q: 3 clusters Score -2615239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2615240.250000 Penalty: 2994.903809
	Iteration 38Q: 3 clusters Score -2615240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2615242.250000 Penalty: 2994.903809
	Iteration 39Q: 3 clusters Score -2615242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2615244.500000 Penalty: 2994.903809
	Iteration 40F: 3 clusters Score -2615244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2615246.250000 Penalty: 2994.903809
	Iteration 41Q: 3 clusters Score -2615246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2615244.750000 Penalty: 2994.903809
	Iteration 42Q: 3 clusters Score -2615245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2615248.750000 Penalty: 2994.903809
	Iteration 43Q: 3 clusters Score -2615249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2615246.250000 Penalty: 2994.903809
	Iteration 44Q: 3 clusters Score -2615246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2615246.750000 Penalty: 2994.903809
	Iteration 45Q: 3 clusters Score -2615247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2615249.500000 Penalty: 2994.903809
	Iteration 46Q: 3 clusters Score -2615250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2615249.500000 Penalty: 2994.903809
	Iteration 47F: 3 clusters Score -2615250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Entering Unmasked Estep 
Score: -2644149.250000 Penalty: 1498.116089
	Iteration 0F: 2 clusters Score -2644149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2628679.000000 Penalty: 2996.232178
	Iteration 0F: 3 clusters Score -2628679 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2634378.500000 Penalty: 2996.232178
	Iteration 1F: 3 clusters Score -2634378 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2634806.250000 Penalty: 2996.232178
	Iteration 2Q: 3 clusters Score -2634806 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2635273.250000 Penalty: 2996.232178
	Iteration 3Q: 3 clusters Score -2635273 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2635856.250000 Penalty: 2996.232178
	Iteration 4F: 3 clusters Score -2635856 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2636676.000000 Penalty: 2996.232178
	Iteration 5F: 3 clusters Score -2636676 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2637649.750000 Penalty: 2996.232178
	Iteration 6F: 3 clusters Score -2637650 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2638884.250000 Penalty: 2996.232178
	Iteration 7F: 3 clusters Score -2638884 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2640117.500000 Penalty: 2996.232178
	Iteration 8F: 3 clusters Score -2640118 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2641147.500000 Penalty: 2996.232178
	Iteration 9F: 3 clusters Score -2641148 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2641854.000000 Penalty: 2996.232178
	Iteration 10Q: 3 clusters Score -2641854 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2642292.250000 Penalty: 2996.232178
	Iteration 11Q: 3 clusters Score -2642292 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2642570.250000 Penalty: 2996.232178
	Iteration 12Q: 3 clusters Score -2642570 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2642711.500000 Penalty: 2996.232178
	Iteration 13Q: 3 clusters Score -2642712 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2642803.000000 Penalty: 2996.232178
	Iteration 14Q: 3 clusters Score -2642803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2642857.000000 Penalty: 2996.232178
	Iteration 15Q: 3 clusters Score -2642857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2642897.000000 Penalty: 2996.232178
	Iteration 16Q: 3 clusters Score -2642897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2642932.000000 Penalty: 2996.232178
	Iteration 17Q: 3 clusters Score -2642932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2642952.250000 Penalty: 2996.232178
	Iteration 18Q: 3 clusters Score -2642952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2642968.750000 Penalty: 2996.232178
	Iteration 19Q: 3 clusters Score -2642969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2642988.750000 Penalty: 2996.232178
	Iteration 20F: 3 clusters Score -2642989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2643001.000000 Penalty: 2996.232178
	Iteration 21Q: 3 clusters Score -2643001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2643011.750000 Penalty: 2996.232178
	Iteration 22Q: 3 clusters Score -2643012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2643020.250000 Penalty: 2996.232178
	Iteration 23Q: 3 clusters Score -2643020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2643020.500000 Penalty: 2996.232178
	Iteration 24Q: 3 clusters Score -2643020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2643024.750000 Penalty: 2996.232178
	Iteration 25Q: 3 clusters Score -2643025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2643027.000000 Penalty: 2996.232178
	Iteration 26Q: 3 clusters Score -2643027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2643034.750000 Penalty: 2996.232178
	Iteration 27Q: 3 clusters Score -2643035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2643040.000000 Penalty: 2996.232178
	Iteration 28Q: 3 clusters Score -2643040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2643039.250000 Penalty: 2996.232178
	Iteration 29Q: 3 clusters Score -2643039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2643046.250000 Penalty: 2996.232178
	Iteration 30Q: 3 clusters Score -2643046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2643046.750000 Penalty: 2996.232178
	Iteration 31Q: 3 clusters Score -2643047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2643047.500000 Penalty: 2996.232178
	Iteration 32Q: 3 clusters Score -2643048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2643047.500000 Penalty: 2996.232178
	Iteration 33F: 3 clusters Score -2643048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Entering Unmasked Estep 
Score: -1681145.750000 Penalty: 1430.891357
	Iteration 0F: 2 clusters Score -1681146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1671246.500000 Penalty: 2861.782715
	Iteration 0F: 3 clusters Score -1671246 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1674712.250000 Penalty: 2861.782715
	Iteration 1F: 3 clusters Score -1674712 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1675102.750000 Penalty: 2861.782715
	Iteration 2F: 3 clusters Score -1675103 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1675357.250000 Penalty: 2861.782715
	Iteration 3Q: 3 clusters Score -1675357 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1675547.500000 Penalty: 2861.782715
	Iteration 4Q: 3 clusters Score -1675548 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1675702.250000 Penalty: 2861.782715
	Iteration 5Q: 3 clusters Score -1675702 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1675851.125000 Penalty: 2861.782715
	Iteration 6Q: 3 clusters Score -1675851 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1676000.000000 Penalty: 2861.782715
	Iteration 7Q: 3 clusters Score -1676000 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1676200.875000 Penalty: 2861.782715
	Iteration 8Q: 3 clusters Score -1676201 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1676505.000000 Penalty: 2861.782715
	Iteration 9Q: 3 clusters Score -1676505 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1676982.875000 Penalty: 2861.782715
	Iteration 10Q: 3 clusters Score -1676983 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1677603.125000 Penalty: 2861.782715
	Iteration 11F: 3 clusters Score -1677603 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1678230.125000 Penalty: 2861.782715
	Iteration 12F: 3 clusters Score -1678230 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1678761.125000 Penalty: 2861.782715
	Iteration 13Q: 3 clusters Score -1678761 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1679202.125000 Penalty: 2861.782715
	Iteration 14Q: 3 clusters Score -1679202 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1679508.875000 Penalty: 2861.782715
	Iteration 15Q: 3 clusters Score -1679509 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1679688.500000 Penalty: 2861.782715
	Iteration 16Q: 3 clusters Score -1679688 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1679810.125000 Penalty: 2861.782715
	Iteration 17Q: 3 clusters Score -1679810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1679886.625000 Penalty: 2861.782715
	Iteration 18Q: 3 clusters Score -1679887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1679937.000000 Penalty: 2861.782715
	Iteration 19Q: 3 clusters Score -1679937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1679964.500000 Penalty: 2861.782715
	Iteration 20F: 3 clusters Score -1679964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1679991.375000 Penalty: 2861.782715
	Iteration 21Q: 3 clusters Score -1679991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1680007.875000 Penalty: 2861.782715
	Iteration 22Q: 3 clusters Score -1680008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1680029.375000 Penalty: 2861.782715
	Iteration 23Q: 3 clusters Score -1680029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1680037.375000 Penalty: 2861.782715
	Iteration 24Q: 3 clusters Score -1680037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1680048.750000 Penalty: 2861.782715
	Iteration 25Q: 3 clusters Score -1680049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1680055.625000 Penalty: 2861.782715
	Iteration 26Q: 3 clusters Score -1680056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1680058.000000 Penalty: 2861.782715
	Iteration 27Q: 3 clusters Score -1680058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1680060.750000 Penalty: 2861.782715
	Iteration 28Q: 3 clusters Score -1680061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1680062.625000 Penalty: 2861.782715
	Iteration 29Q: 3 clusters Score -1680063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1680061.750000 Penalty: 2861.782715
	Iteration 30Q: 3 clusters Score -1680062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1680060.750000 Penalty: 2861.782715
	Iteration 31Q: 3 clusters Score -1680061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1680064.125000 Penalty: 2861.782715
	Iteration 32Q: 3 clusters Score -1680064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1680063.625000 Penalty: 2861.782715
	Iteration 33Q: 3 clusters Score -1680064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1680063.625000 Penalty: 2861.782715
	Iteration 34F: 3 clusters Score -1680064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -336492.468750 Penalty: 1204.761108
	Iteration 0F: 2 clusters Score -336492.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -333847.187500 Penalty: 2409.522217
	Iteration 0F: 3 clusters Score -333847.2 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -334566.312500 Penalty: 2409.522217
	Iteration 1F: 3 clusters Score -334566.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -334715.406250 Penalty: 2409.522217
	Iteration 2F: 3 clusters Score -334715.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -334833.250000 Penalty: 2409.522217
	Iteration 3Q: 3 clusters Score -334833.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -334926.000000 Penalty: 2409.522217
	Iteration 4Q: 3 clusters Score -334926 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -335006.687500 Penalty: 2409.522217
	Iteration 5Q: 3 clusters Score -335006.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -335102.218750 Penalty: 2409.522217
	Iteration 6Q: 3 clusters Score -335102.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -335220.500000 Penalty: 2409.522217
	Iteration 7Q: 3 clusters Score -335220.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -335325.968750 Penalty: 2409.522217
	Iteration 8Q: 3 clusters Score -335326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -335425.875000 Penalty: 2409.522217
	Iteration 9Q: 3 clusters Score -335425.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -335533.718750 Penalty: 2409.522217
	Iteration 10Q: 3 clusters Score -335533.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -335629.531250 Penalty: 2409.522217
	Iteration 11Q: 3 clusters Score -335629.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -335716.375000 Penalty: 2409.522217
	Iteration 12Q: 3 clusters Score -335716.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -335784.843750 Penalty: 2409.522217
	Iteration 13Q: 3 clusters Score -335784.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -335840.781250 Penalty: 2409.522217
	Iteration 14Q: 3 clusters Score -335840.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -335880.375000 Penalty: 2409.522217
	Iteration 15Q: 3 clusters Score -335880.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -335913.312500 Penalty: 2409.522217
	Iteration 16Q: 3 clusters Score -335913.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -335939.187500 Penalty: 2409.522217
	Iteration 17Q: 3 clusters Score -335939.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -335960.406250 Penalty: 2409.522217
	Iteration 18Q: 3 clusters Score -335960.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -335974.281250 Penalty: 2409.522217
	Iteration 19Q: 3 clusters Score -335974.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -335985.625000 Penalty: 2409.522217
	Iteration 20F: 3 clusters Score -335985.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -335998.500000 Penalty: 2409.522217
	Iteration 21Q: 3 clusters Score -335998.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -336010.750000 Penalty: 2409.522217
	Iteration 22Q: 3 clusters Score -336010.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -336016.000000 Penalty: 2409.522217
	Iteration 23Q: 3 clusters Score -336016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -336023.500000 Penalty: 2409.522217
	Iteration 24Q: 3 clusters Score -336023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -336027.875000 Penalty: 2409.522217
	Iteration 25Q: 3 clusters Score -336027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -336030.281250 Penalty: 2409.522217
	Iteration 26Q: 3 clusters Score -336030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -336034.437500 Penalty: 2409.522217
	Iteration 27Q: 3 clusters Score -336034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -336035.562500 Penalty: 2409.522217
	Iteration 28Q: 3 clusters Score -336035.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -336035.562500 Penalty: 2409.522217
	Iteration 29F: 3 clusters Score -336035.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Entering Unmasked Estep 
Score: -4248547.500000 Penalty: 1569.713501
	Iteration 0F: 2 clusters Score -4248548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4223661.000000 Penalty: 3139.427002
	Iteration 0F: 3 clusters Score -4223661 nChanged 17434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4233343.500000 Penalty: 3139.427002
	Iteration 1F: 3 clusters Score -4233344 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4234027.500000 Penalty: 3139.427002
	Iteration 2F: 3 clusters Score -4234028 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -4234956.500000 Penalty: 3139.427002
	Iteration 3F: 3 clusters Score -4234956 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4236180.000000 Penalty: 3139.427002
	Iteration 4F: 3 clusters Score -4236180 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -4237715.000000 Penalty: 3139.427002
	Iteration 5F: 3 clusters Score -4237715 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -4239495.500000 Penalty: 3139.427002
	Iteration 6F: 3 clusters Score -4239496 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4241466.000000 Penalty: 3139.427002
	Iteration 7F: 3 clusters Score -4241466 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -4243270.000000 Penalty: 3139.427002
	Iteration 8F: 3 clusters Score -4243270 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -4244747.500000 Penalty: 3139.427002
	Iteration 9Q: 3 clusters Score -4244748 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4245772.500000 Penalty: 3139.427002
	Iteration 10Q: 3 clusters Score -4245772 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4246442.000000 Penalty: 3139.427002
	Iteration 11Q: 3 clusters Score -4246442 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -4246800.500000 Penalty: 3139.427002
	Iteration 12Q: 3 clusters Score -4246800 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -4246991.500000 Penalty: 3139.427002
	Iteration 13Q: 3 clusters Score -4246992 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -4247100.000000 Penalty: 3139.427002
	Iteration 14Q: 3 clusters Score -4247100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4247176.000000 Penalty: 3139.427002
	Iteration 15Q: 3 clusters Score -4247176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -4247239.000000 Penalty: 3139.427002
	Iteration 16Q: 3 clusters Score -4247239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -4247282.500000 Penalty: 3139.427002
	Iteration 17Q: 3 clusters Score -4247282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4247302.000000 Penalty: 3139.427002
	Iteration 18Q: 3 clusters Score -4247302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4247315.500000 Penalty: 3139.427002
	Iteration 19Q: 3 clusters Score -4247316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4247322.500000 Penalty: 3139.427002
	Iteration 20F: 3 clusters Score -4247322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4247334.000000 Penalty: 3139.427002
	Iteration 21Q: 3 clusters Score -4247334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4247349.500000 Penalty: 3139.427002
	Iteration 22Q: 3 clusters Score -4247350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -4247352.000000 Penalty: 3139.427002
	Iteration 23Q: 3 clusters Score -4247352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4247350.500000 Penalty: 3139.427002
	Iteration 24Q: 3 clusters Score -4247350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -4247356.500000 Penalty: 3139.427002
	Iteration 25Q: 3 clusters Score -4247356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4247360.500000 Penalty: 3139.427002
	Iteration 26Q: 3 clusters Score -4247360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -4247360.500000 Penalty: 3139.427002
	Iteration 27Q: 3 clusters Score -4247360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -4247360.500000 Penalty: 3139.427002
	Iteration 28F: 3 clusters Score -4247360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -128702.703125 Penalty: 1050.343262
	Iteration 0F: 2 clusters Score -128702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127351.750000 Penalty: 2100.686523
	Iteration 0F: 3 clusters Score -127351.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -127640.679688 Penalty: 2100.686523
	Iteration 1F: 3 clusters Score -127640.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -127706.718750 Penalty: 2100.686523
	Iteration 2Q: 3 clusters Score -127706.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127743.867188 Penalty: 2100.686523
	Iteration 3Q: 3 clusters Score -127743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -127764.890625 Penalty: 2100.686523
	Iteration 4Q: 3 clusters Score -127764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -127785.882812 Penalty: 2100.686523
	Iteration 5Q: 3 clusters Score -127785.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -127798.234375 Penalty: 2100.686523
	Iteration 6Q: 3 clusters Score -127798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127803.937500 Penalty: 2100.686523
	Iteration 7Q: 3 clusters Score -127803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -127805.343750 Penalty: 2100.686523
	Iteration 8Q: 3 clusters Score -127805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -127806.523438 Penalty: 2100.686523
	Iteration 9Q: 3 clusters Score -127806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -127806.523438 Penalty: 2100.686523
	Iteration 10F: 3 clusters Score -127806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Entering Unmasked Estep 
Score: -4522766.500000 Penalty: 1577.595459
	Iteration 0F: 2 clusters Score -4522766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -4496630.000000 Penalty: 3155.190918
	Iteration 0F: 3 clusters Score -4496630 nChanged 18350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4506584.000000 Penalty: 3155.190918
	Iteration 1F: 3 clusters Score -4506584 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -4507165.000000 Penalty: 3155.190918
	Iteration 2Q: 3 clusters Score -4507165 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -4507699.500000 Penalty: 3155.190918
	Iteration 3Q: 3 clusters Score -4507700 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -4508139.000000 Penalty: 3155.190918
	Iteration 4Q: 3 clusters Score -4508139 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4508575.500000 Penalty: 3155.190918
	Iteration 5Q: 3 clusters Score -4508576 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4508945.500000 Penalty: 3155.190918
	Iteration 6Q: 3 clusters Score -4508946 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4509318.500000 Penalty: 3155.190918
	Iteration 7Q: 3 clusters Score -4509318 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4509703.000000 Penalty: 3155.190918
	Iteration 8Q: 3 clusters Score -4509703 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4510143.000000 Penalty: 3155.190918
	Iteration 9Q: 3 clusters Score -4510143 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4510663.000000 Penalty: 3155.190918
	Iteration 10Q: 3 clusters Score -4510663 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -4511450.000000 Penalty: 3155.190918
	Iteration 11Q: 3 clusters Score -4511450 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -4512657.000000 Penalty: 3155.190918
	Iteration 12F: 3 clusters Score -4512657 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -4514303.500000 Penalty: 3155.190918
	Iteration 13F: 3 clusters Score -4514304 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -4516160.000000 Penalty: 3155.190918
	Iteration 14F: 3 clusters Score -4516160 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -4517973.000000 Penalty: 3155.190918
	Iteration 15F: 3 clusters Score -4517973 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -4519474.500000 Penalty: 3155.190918
	Iteration 16Q: 3 clusters Score -4519474 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -4520436.000000 Penalty: 3155.190918
	Iteration 17Q: 3 clusters Score -4520436 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4520931.000000 Penalty: 3155.190918
	Iteration 18Q: 3 clusters Score -4520931 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -4521173.500000 Penalty: 3155.190918
	Iteration 19Q: 3 clusters Score -4521174 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -4521310.500000 Penalty: 3155.190918
	Iteration 20F: 3 clusters Score -4521310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -4521383.000000 Penalty: 3155.190918
	Iteration 21Q: 3 clusters Score -4521383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -4521432.500000 Penalty: 3155.190918
	Iteration 22Q: 3 clusters Score -4521432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -4521457.000000 Penalty: 3155.190918
	Iteration 23Q: 3 clusters Score -4521457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4521470.500000 Penalty: 3155.190918
	Iteration 24Q: 3 clusters Score -4521470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -4521484.500000 Penalty: 3155.190918
	Iteration 25Q: 3 clusters Score -4521484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4521502.000000 Penalty: 3155.190918
	Iteration 26Q: 3 clusters Score -4521502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -4521515.500000 Penalty: 3155.190918
	Iteration 27Q: 3 clusters Score -4521516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -4521516.000000 Penalty: 3155.190918
	Iteration 28Q: 3 clusters Score -4521516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4521521.500000 Penalty: 3155.190918
	Iteration 29Q: 3 clusters Score -4521522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4521522.000000 Penalty: 3155.190918
	Iteration 30Q: 3 clusters Score -4521522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -4521523.000000 Penalty: 3155.190918
	Iteration 31Q: 3 clusters Score -4521523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -4521526.000000 Penalty: 3155.190918
	Iteration 32Q: 3 clusters Score -4521526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -4521531.500000 Penalty: 3155.190918
	Iteration 33Q: 3 clusters Score -4521532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4521531.500000 Penalty: 3155.190918
	Iteration 34Q: 3 clusters Score -4521532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -4521532.500000 Penalty: 3155.190918
	Iteration 35Q: 3 clusters Score -4521532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -4521536.000000 Penalty: 3155.190918
	Iteration 36Q: 3 clusters Score -4521536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -4521536.000000 Penalty: 3155.190918
	Iteration 37F: 3 clusters Score -4521536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -164635.281250 Penalty: 1101.666138
	Iteration 0F: 2 clusters Score -164635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -162998.937500 Penalty: 2203.332275
	Iteration 0F: 3 clusters Score -162998.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -163404.328125 Penalty: 2203.332275
	Iteration 1F: 3 clusters Score -163404.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -163546.656250 Penalty: 2203.332275
	Iteration 2F: 3 clusters Score -163546.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -163648.859375 Penalty: 2203.332275
	Iteration 3Q: 3 clusters Score -163648.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -163714.671875 Penalty: 2203.332275
	Iteration 4Q: 3 clusters Score -163714.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -163762.968750 Penalty: 2203.332275
	Iteration 5Q: 3 clusters Score -163763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -163796.390625 Penalty: 2203.332275
	Iteration 6Q: 3 clusters Score -163796.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163818.421875 Penalty: 2203.332275
	Iteration 7Q: 3 clusters Score -163818.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -163835.953125 Penalty: 2203.332275
	Iteration 8Q: 3 clusters Score -163836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -163845.593750 Penalty: 2203.332275
	Iteration 9Q: 3 clusters Score -163845.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -163854.546875 Penalty: 2203.332275
	Iteration 10Q: 3 clusters Score -163854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -163856.578125 Penalty: 2203.332275
	Iteration 11Q: 3 clusters Score -163856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -163860.421875 Penalty: 2203.332275
	Iteration 12Q: 3 clusters Score -163860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -163860.937500 Penalty: 2203.332275
	Iteration 13Q: 3 clusters Score -163860.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -163860.937500 Penalty: 2203.332275
	Iteration 14F: 3 clusters Score -163860.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Entering Unmasked Estep 
Score: -6030951.500000 Penalty: 1626.306030
	Iteration 0F: 2 clusters Score -6030952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5994432.500000 Penalty: 3252.612061
	Iteration 0F: 3 clusters Score -5994432 nChanged 25926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -6009453.000000 Penalty: 3252.612061
	Iteration 1F: 3 clusters Score -6009453 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -6010710.500000 Penalty: 3252.612061
	Iteration 2F: 3 clusters Score -6010710 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -6012169.000000 Penalty: 3252.612061
	Iteration 3F: 3 clusters Score -6012169 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -6013863.500000 Penalty: 3252.612061
	Iteration 4F: 3 clusters Score -6013864 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -6015439.000000 Penalty: 3252.612061
	Iteration 5F: 3 clusters Score -6015439 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -6016916.000000 Penalty: 3252.612061
	Iteration 6F: 3 clusters Score -6016916 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -6018368.500000 Penalty: 3252.612061
	Iteration 7F: 3 clusters Score -6018368 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -6019707.500000 Penalty: 3252.612061
	Iteration 8Q: 3 clusters Score -6019708 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -6020914.000000 Penalty: 3252.612061
	Iteration 9Q: 3 clusters Score -6020914 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -6022110.500000 Penalty: 3252.612061
	Iteration 10Q: 3 clusters Score -6022110 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -6023251.500000 Penalty: 3252.612061
	Iteration 11Q: 3 clusters Score -6023252 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -6024205.000000 Penalty: 3252.612061
	Iteration 12Q: 3 clusters Score -6024205 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -6024912.000000 Penalty: 3252.612061
	Iteration 13Q: 3 clusters Score -6024912 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -6025424.000000 Penalty: 3252.612061
	Iteration 14Q: 3 clusters Score -6025424 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -6025816.500000 Penalty: 3252.612061
	Iteration 15Q: 3 clusters Score -6025816 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -6026176.500000 Penalty: 3252.612061
	Iteration 16Q: 3 clusters Score -6026176 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -6026460.500000 Penalty: 3252.612061
	Iteration 17Q: 3 clusters Score -6026460 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -6026778.000000 Penalty: 3252.612061
	Iteration 18Q: 3 clusters Score -6026778 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -6027046.000000 Penalty: 3252.612061
	Iteration 19Q: 3 clusters Score -6027046 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -6027312.500000 Penalty: 3252.612061
	Iteration 20F: 3 clusters Score -6027312 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -6027552.000000 Penalty: 3252.612061
	Iteration 21Q: 3 clusters Score -6027552 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -6027740.500000 Penalty: 3252.612061
	Iteration 22Q: 3 clusters Score -6027740 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -6027871.000000 Penalty: 3252.612061
	Iteration 23Q: 3 clusters Score -6027871 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -6027959.500000 Penalty: 3252.612061
	Iteration 24Q: 3 clusters Score -6027960 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -6028066.500000 Penalty: 3252.612061
	Iteration 25Q: 3 clusters Score -6028066 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -6028095.000000 Penalty: 3252.612061
	Iteration 26Q: 3 clusters Score -6028095 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -6028160.000000 Penalty: 3252.612061
	Iteration 27Q: 3 clusters Score -6028160 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -6028211.500000 Penalty: 3252.612061
	Iteration 28Q: 3 clusters Score -6028212 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -6028236.500000 Penalty: 3252.612061
	Iteration 29Q: 3 clusters Score -6028236 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -6028273.500000 Penalty: 3252.612061
	Iteration 30Q: 3 clusters Score -6028274 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -6028338.000000 Penalty: 3252.612061
	Iteration 31Q: 3 clusters Score -6028338 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -6028380.500000 Penalty: 3252.612061
	Iteration 32Q: 3 clusters Score -6028380 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -6028414.000000 Penalty: 3252.612061
	Iteration 33Q: 3 clusters Score -6028414 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -6028428.000000 Penalty: 3252.612061
	Iteration 34Q: 3 clusters Score -6028428 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -6028456.000000 Penalty: 3252.612061
	Iteration 35Q: 3 clusters Score -6028456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -6028484.500000 Penalty: 3252.612061
	Iteration 36Q: 3 clusters Score -6028484 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -6028520.500000 Penalty: 3252.612061
	Iteration 37Q: 3 clusters Score -6028520 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -6028561.000000 Penalty: 3252.612061
	Iteration 38Q: 3 clusters Score -6028561 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -6028554.500000 Penalty: 3252.612061
	Iteration 39Q: 3 clusters Score -6028554 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -6028569.500000 Penalty: 3252.612061
	Iteration 40F: 3 clusters Score -6028570 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -6028605.000000 Penalty: 3252.612061
	Iteration 41Q: 3 clusters Score -6028605 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -6028650.000000 Penalty: 3252.612061
	Iteration 42Q: 3 clusters Score -6028650 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -6028691.500000 Penalty: 3252.612061
	Iteration 43Q: 3 clusters Score -6028692 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -6028733.500000 Penalty: 3252.612061
	Iteration 44Q: 3 clusters Score -6028734 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -6028744.500000 Penalty: 3252.612061
	Iteration 45Q: 3 clusters Score -6028744 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -6028788.500000 Penalty: 3252.612061
	Iteration 46Q: 3 clusters Score -6028788 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -6028810.000000 Penalty: 3252.612061
	Iteration 47Q: 3 clusters Score -6028810 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -6028860.000000 Penalty: 3252.612061
	Iteration 48Q: 3 clusters Score -6028860 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -6028876.000000 Penalty: 3252.612061
	Iteration 49Q: 3 clusters Score -6028876 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -6028885.500000 Penalty: 3252.612061
	Iteration 50Q: 3 clusters Score -6028886 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -6028892.500000 Penalty: 3252.612061
	Iteration 51Q: 3 clusters Score -6028892 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -6028909.000000 Penalty: 3252.612061
	Iteration 52Q: 3 clusters Score -6028909 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -6028957.000000 Penalty: 3252.612061
	Iteration 53Q: 3 clusters Score -6028957 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -6028985.500000 Penalty: 3252.612061
	Iteration 54Q: 3 clusters Score -6028986 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -6029019.500000 Penalty: 3252.612061
	Iteration 55Q: 3 clusters Score -6029020 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -6029046.000000 Penalty: 3252.612061
	Iteration 56Q: 3 clusters Score -6029046 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -6029057.000000 Penalty: 3252.612061
	Iteration 57Q: 3 clusters Score -6029057 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -6029087.000000 Penalty: 3252.612061
	Iteration 58Q: 3 clusters Score -6029087 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -6029135.000000 Penalty: 3252.612061
	Iteration 59Q: 3 clusters Score -6029135 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -6029177.500000 Penalty: 3252.612061
	Iteration 60F: 3 clusters Score -6029178 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -6029192.000000 Penalty: 3252.612061
	Iteration 61Q: 3 clusters Score -6029192 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -6029221.500000 Penalty: 3252.612061
	Iteration 62Q: 3 clusters Score -6029222 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -6029233.500000 Penalty: 3252.612061
	Iteration 63Q: 3 clusters Score -6029234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -6029262.000000 Penalty: 3252.612061
	Iteration 64Q: 3 clusters Score -6029262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -6029277.000000 Penalty: 3252.612061
	Iteration 65Q: 3 clusters Score -6029277 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -6029293.500000 Penalty: 3252.612061
	Iteration 66Q: 3 clusters Score -6029294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -6029321.000000 Penalty: 3252.612061
	Iteration 67Q: 3 clusters Score -6029321 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -6029346.500000 Penalty: 3252.612061
	Iteration 68Q: 3 clusters Score -6029346 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -6029366.000000 Penalty: 3252.612061
	Iteration 69Q: 3 clusters Score -6029366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -6029382.500000 Penalty: 3252.612061
	Iteration 70Q: 3 clusters Score -6029382 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -6029400.500000 Penalty: 3252.612061
	Iteration 71Q: 3 clusters Score -6029400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -6029412.500000 Penalty: 3252.612061
	Iteration 72Q: 3 clusters Score -6029412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -6029408.000000 Penalty: 3252.612061
	Iteration 73Q: 3 clusters Score -6029408 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -6029416.500000 Penalty: 3252.612061
	Iteration 74Q: 3 clusters Score -6029416 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -6029437.500000 Penalty: 3252.612061
	Iteration 75Q: 3 clusters Score -6029438 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -6029450.000000 Penalty: 3252.612061
	Iteration 76Q: 3 clusters Score -6029450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -6029466.500000 Penalty: 3252.612061
	Iteration 77Q: 3 clusters Score -6029466 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -6029490.500000 Penalty: 3252.612061
	Iteration 78Q: 3 clusters Score -6029490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -6029521.000000 Penalty: 3252.612061
	Iteration 79Q: 3 clusters Score -6029521 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -6029512.500000 Penalty: 3252.612061
	Iteration 80F: 3 clusters Score -6029512 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -6029531.500000 Penalty: 3252.612061
	Iteration 81Q: 3 clusters Score -6029532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -6029547.000000 Penalty: 3252.612061
	Iteration 82Q: 3 clusters Score -6029547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -6029573.000000 Penalty: 3252.612061
	Iteration 83Q: 3 clusters Score -6029573 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -6029575.500000 Penalty: 3252.612061
	Iteration 84Q: 3 clusters Score -6029576 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -6029597.500000 Penalty: 3252.612061
	Iteration 85Q: 3 clusters Score -6029598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -6029606.000000 Penalty: 3252.612061
	Iteration 86Q: 3 clusters Score -6029606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -6029600.500000 Penalty: 3252.612061
	Iteration 87Q: 3 clusters Score -6029600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6029602.000000 Penalty: 3252.612061
	Iteration 88Q: 3 clusters Score -6029602 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6029619 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6029634 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6029650 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6029636 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6029643 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6029644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6029646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6029652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -6029655.000000 Penalty: 3252.612061
	Iteration 97Q: 3 clusters Score -6029655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -6029659.500000 Penalty: 3252.612061
	Iteration 98Q: 3 clusters Score -6029660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -6029678.000000 Penalty: 3252.612061
	Iteration 99Q: 3 clusters Score -6029678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -6029681.000000 Penalty: 3252.612061
	Iteration 100F: 3 clusters Score -6029681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -6029690.000000 Penalty: 3252.612061
	Iteration 101Q: 3 clusters Score -6029690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -6029696.000000 Penalty: 3252.612061
	Iteration 102Q: 3 clusters Score -6029696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -6029687.000000 Penalty: 3252.612061
	Iteration 103Q: 3 clusters Score -6029687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6029690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6029689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6029684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6029690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -6029697.500000 Penalty: 3252.612061
	Iteration 108Q: 3 clusters Score -6029698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -6029701.000000 Penalty: 3252.612061
	Iteration 109Q: 3 clusters Score -6029701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -6029700.500000 Penalty: 3252.612061
	Iteration 110Q: 3 clusters Score -6029700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -6029715.500000 Penalty: 3252.612061
	Iteration 111Q: 3 clusters Score -6029716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -6029733.000000 Penalty: 3252.612061
	Iteration 112Q: 3 clusters Score -6029733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -6029731.500000 Penalty: 3252.612061
	Iteration 113Q: 3 clusters Score -6029732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -6029753.500000 Penalty: 3252.612061
	Iteration 114Q: 3 clusters Score -6029754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -6029752.000000 Penalty: 3252.612061
	Iteration 115Q: 3 clusters Score -6029752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6029746.000000 Penalty: 3252.612061
	Iteration 116Q: 3 clusters Score -6029746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -6029750.000000 Penalty: 3252.612061
	Iteration 117Q: 3 clusters Score -6029750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -6029743.000000 Penalty: 3252.612061
	Iteration 118Q: 3 clusters Score -6029743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -6029748.000000 Penalty: 3252.612061
	Iteration 119Q: 3 clusters Score -6029748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6029758 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6029762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -6029755.000000 Penalty: 3252.612061
	Iteration 122Q: 3 clusters Score -6029755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6029746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -6029732.000000 Penalty: 3252.612061
	Iteration 124Q: 3 clusters Score -6029732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -6029749.500000 Penalty: 3252.612061
	Iteration 125Q: 3 clusters Score -6029750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -6029749.000000 Penalty: 3252.612061
	Iteration 126Q: 3 clusters Score -6029749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -6029755.500000 Penalty: 3252.612061
	Iteration 127Q: 3 clusters Score -6029756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -6029762.000000 Penalty: 3252.612061
	Iteration 128Q: 3 clusters Score -6029762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -6029769.500000 Penalty: 3252.612061
	Iteration 129Q: 3 clusters Score -6029770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -6029776.500000 Penalty: 3252.612061
	Iteration 130Q: 3 clusters Score -6029776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6029779.500000 Penalty: 3252.612061
	Iteration 131Q: 3 clusters Score -6029780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -6029783.500000 Penalty: 3252.612061
	Iteration 132Q: 3 clusters Score -6029784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -6029793.000000 Penalty: 3252.612061
	Iteration 133Q: 3 clusters Score -6029793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -6029792.500000 Penalty: 3252.612061
	Iteration 134Q: 3 clusters Score -6029792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -6029800.500000 Penalty: 3252.612061
	Iteration 135Q: 3 clusters Score -6029800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -6029805.500000 Penalty: 3252.612061
	Iteration 136Q: 3 clusters Score -6029806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -6029804.000000 Penalty: 3252.612061
	Iteration 137Q: 3 clusters Score -6029804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -6029801.000000 Penalty: 3252.612061
	Iteration 138Q: 3 clusters Score -6029801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -6029801.500000 Penalty: 3252.612061
	Iteration 139Q: 3 clusters Score -6029802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -6029800.500000 Penalty: 3252.612061
	Iteration 140F: 3 clusters Score -6029800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -6029798.500000 Penalty: 3252.612061
	Iteration 141Q: 3 clusters Score -6029798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -6029805.000000 Penalty: 3252.612061
	Iteration 142Q: 3 clusters Score -6029805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -6029811.000000 Penalty: 3252.612061
	Iteration 143Q: 3 clusters Score -6029811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -6029808.500000 Penalty: 3252.612061
	Iteration 144Q: 3 clusters Score -6029808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -6029807.500000 Penalty: 3252.612061
	Iteration 145Q: 3 clusters Score -6029808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -6029806.000000 Penalty: 3252.612061
	Iteration 146Q: 3 clusters Score -6029806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -6029802.500000 Penalty: 3252.612061
	Iteration 147Q: 3 clusters Score -6029802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -6029806.500000 Penalty: 3252.612061
	Iteration 148Q: 3 clusters Score -6029806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -6029808.500000 Penalty: 3252.612061
	Iteration 149Q: 3 clusters Score -6029808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -6029822.000000 Penalty: 3252.612061
	Iteration 150Q: 3 clusters Score -6029822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -6029816.500000 Penalty: 3252.612061
	Iteration 151Q: 3 clusters Score -6029816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -6029819.000000 Penalty: 3252.612061
	Iteration 152Q: 3 clusters Score -6029819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -6029818.500000 Penalty: 3252.612061
	Iteration 153Q: 3 clusters Score -6029818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -6029815.000000 Penalty: 3252.612061
	Iteration 154Q: 3 clusters Score -6029815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -6029829.500000 Penalty: 3252.612061
	Iteration 155Q: 3 clusters Score -6029830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -6029825.500000 Penalty: 3252.612061
	Iteration 156Q: 3 clusters Score -6029826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -6029835.000000 Penalty: 3252.612061
	Iteration 157Q: 3 clusters Score -6029835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -6029831.500000 Penalty: 3252.612061
	Iteration 158Q: 3 clusters Score -6029832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -6029831.500000 Penalty: 3252.612061
	Iteration 159Q: 3 clusters Score -6029832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -6029836.500000 Penalty: 3252.612061
	Iteration 160F: 3 clusters Score -6029836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -6029845.000000 Penalty: 3252.612061
	Iteration 161Q: 3 clusters Score -6029845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -6029845.500000 Penalty: 3252.612061
	Iteration 162Q: 3 clusters Score -6029846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -6029851.000000 Penalty: 3252.612061
	Iteration 163Q: 3 clusters Score -6029851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -6029846.000000 Penalty: 3252.612061
	Iteration 164Q: 3 clusters Score -6029846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6029844.000000 Penalty: 3252.612061
	Iteration 165Q: 3 clusters Score -6029844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -6029844.500000 Penalty: 3252.612061
	Iteration 166Q: 3 clusters Score -6029844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -6029837.000000 Penalty: 3252.612061
	Iteration 167Q: 3 clusters Score -6029837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -6029833.500000 Penalty: 3252.612061
	Iteration 168Q: 3 clusters Score -6029834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6029836.000000 Penalty: 3252.612061
	Iteration 169Q: 3 clusters Score -6029836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -6029840.000000 Penalty: 3252.612061
	Iteration 170Q: 3 clusters Score -6029840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -6029839.000000 Penalty: 3252.612061
	Iteration 171Q: 3 clusters Score -6029839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -6029843.500000 Penalty: 3252.612061
	Iteration 172Q: 3 clusters Score -6029844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -6029841.500000 Penalty: 3252.612061
	Iteration 173Q: 3 clusters Score -6029842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -6029841.500000 Penalty: 3252.612061
	Iteration 174F: 3 clusters Score -6029842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -83798.539062 Penalty: 999.429321
	Iteration 0F: 2 clusters Score -83798.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82667.289062 Penalty: 1998.858643
	Iteration 0F: 3 clusters Score -82667.29 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -82935.289062 Penalty: 1998.858643
	Iteration 1F: 3 clusters Score -82935.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83026.007812 Penalty: 1998.858643
	Iteration 2F: 3 clusters Score -83026.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83067.953125 Penalty: 1998.858643
	Iteration 3Q: 3 clusters Score -83067.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83081.445312 Penalty: 1998.858643
	Iteration 4Q: 3 clusters Score -83081.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -83092.718750 Penalty: 1998.858643
	Iteration 5Q: 3 clusters Score -83092.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83104.125000 Penalty: 1998.858643
	Iteration 6Q: 3 clusters Score -83104.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83109.062500 Penalty: 1998.858643
	Iteration 7Q: 3 clusters Score -83109.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83115.531250 Penalty: 1998.858643
	Iteration 8Q: 3 clusters Score -83115.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83120.359375 Penalty: 1998.858643
	Iteration 9Q: 3 clusters Score -83120.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83124.445312 Penalty: 1998.858643
	Iteration 10Q: 3 clusters Score -83124.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -83130.812500 Penalty: 1998.858643
	Iteration 11Q: 3 clusters Score -83130.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -83136.000000 Penalty: 1998.858643
	Iteration 12Q: 3 clusters Score -83136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83138.742188 Penalty: 1998.858643
	Iteration 13Q: 3 clusters Score -83138.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83141.851562 Penalty: 1998.858643
	Iteration 14Q: 3 clusters Score -83141.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83142.835938 Penalty: 1998.858643
	Iteration 15Q: 3 clusters Score -83142.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83142.835938 Penalty: 1998.858643
	Iteration 16F: 3 clusters Score -83142.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Entering Unmasked Estep 
Score: -2466648.500000 Penalty: 1488.172485
	Iteration 0F: 2 clusters Score -2466648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2452343.000000 Penalty: 2976.344971
	Iteration 0F: 3 clusters Score -2452343 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2457608.750000 Penalty: 2976.344971
	Iteration 1F: 3 clusters Score -2457609 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2458125.250000 Penalty: 2976.344971
	Iteration 2F: 3 clusters Score -2458125 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2458584.500000 Penalty: 2976.344971
	Iteration 3F: 3 clusters Score -2458584 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2459117.750000 Penalty: 2976.344971
	Iteration 4Q: 3 clusters Score -2459118 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2459769.250000 Penalty: 2976.344971
	Iteration 5F: 3 clusters Score -2459769 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2460659.250000 Penalty: 2976.344971
	Iteration 6F: 3 clusters Score -2460659 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2461806.750000 Penalty: 2976.344971
	Iteration 7F: 3 clusters Score -2461807 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2462981.000000 Penalty: 2976.344971
	Iteration 8F: 3 clusters Score -2462981 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2463967.250000 Penalty: 2976.344971
	Iteration 9F: 3 clusters Score -2463967 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2464639.000000 Penalty: 2976.344971
	Iteration 10Q: 3 clusters Score -2464639 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2465038.500000 Penalty: 2976.344971
	Iteration 11Q: 3 clusters Score -2465038 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2465249.500000 Penalty: 2976.344971
	Iteration 12Q: 3 clusters Score -2465250 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2465383.750000 Penalty: 2976.344971
	Iteration 13Q: 3 clusters Score -2465384 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2465480.750000 Penalty: 2976.344971
	Iteration 14Q: 3 clusters Score -2465481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2465529.250000 Penalty: 2976.344971
	Iteration 15Q: 3 clusters Score -2465529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2465556.250000 Penalty: 2976.344971
	Iteration 16Q: 3 clusters Score -2465556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2465581.500000 Penalty: 2976.344971
	Iteration 17Q: 3 clusters Score -2465582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2465600.000000 Penalty: 2976.344971
	Iteration 18Q: 3 clusters Score -2465600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2465622.750000 Penalty: 2976.344971
	Iteration 19Q: 3 clusters Score -2465623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2465645.000000 Penalty: 2976.344971
	Iteration 20F: 3 clusters Score -2465645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2465653.750000 Penalty: 2976.344971
	Iteration 21Q: 3 clusters Score -2465654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2465661.000000 Penalty: 2976.344971
	Iteration 22Q: 3 clusters Score -2465661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2465668.000000 Penalty: 2976.344971
	Iteration 23Q: 3 clusters Score -2465668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2465669.250000 Penalty: 2976.344971
	Iteration 24Q: 3 clusters Score -2465669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2465671.000000 Penalty: 2976.344971
	Iteration 25Q: 3 clusters Score -2465671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2465673.250000 Penalty: 2976.344971
	Iteration 26Q: 3 clusters Score -2465673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2465673.250000 Penalty: 2976.344971
	Iteration 27F: 3 clusters Score -2465673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Entering Unmasked Estep 
Score: -4179577.750000 Penalty: 1567.108521
	Iteration 0F: 2 clusters Score -4179578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4155142.750000 Penalty: 3134.217041
	Iteration 0F: 3 clusters Score -4155143 nChanged 17127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4164700.250000 Penalty: 3134.217041
	Iteration 1F: 3 clusters Score -4164700 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -4165316.250000 Penalty: 3134.217041
	Iteration 2Q: 3 clusters Score -4165316 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4165961.750000 Penalty: 3134.217041
	Iteration 3Q: 3 clusters Score -4165962 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4166630.000000 Penalty: 3134.217041
	Iteration 4Q: 3 clusters Score -4166630 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -4167356.250000 Penalty: 3134.217041
	Iteration 5Q: 3 clusters Score -4167356 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4168239.250000 Penalty: 3134.217041
	Iteration 6Q: 3 clusters Score -4168239 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -4169011.750000 Penalty: 3134.217041
	Iteration 7Q: 3 clusters Score -4169012 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -4169678.750000 Penalty: 3134.217041
	Iteration 8Q: 3 clusters Score -4169679 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4170254.000000 Penalty: 3134.217041
	Iteration 9Q: 3 clusters Score -4170254 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -4170738.500000 Penalty: 3134.217041
	Iteration 10Q: 3 clusters Score -4170738 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4171172.750000 Penalty: 3134.217041
	Iteration 11Q: 3 clusters Score -4171173 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -4171639.500000 Penalty: 3134.217041
	Iteration 12Q: 3 clusters Score -4171640 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -4172166.000000 Penalty: 3134.217041
	Iteration 13Q: 3 clusters Score -4172166 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -4172744.000000 Penalty: 3134.217041
	Iteration 14Q: 3 clusters Score -4172744 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4173435.250000 Penalty: 3134.217041
	Iteration 15Q: 3 clusters Score -4173435 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4174163.000000 Penalty: 3134.217041
	Iteration 16Q: 3 clusters Score -4174163 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -4175100.000000 Penalty: 3134.217041
	Iteration 17Q: 3 clusters Score -4175100 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4175903.750000 Penalty: 3134.217041
	Iteration 18Q: 3 clusters Score -4175904 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4176688.500000 Penalty: 3134.217041
	Iteration 19Q: 3 clusters Score -4176688 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -4177215.250000 Penalty: 3134.217041
	Iteration 20F: 3 clusters Score -4177215 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4177634.000000 Penalty: 3134.217041
	Iteration 21Q: 3 clusters Score -4177634 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4177887.250000 Penalty: 3134.217041
	Iteration 22Q: 3 clusters Score -4177887 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4178038.250000 Penalty: 3134.217041
	Iteration 23Q: 3 clusters Score -4178038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -4178177.000000 Penalty: 3134.217041
	Iteration 24Q: 3 clusters Score -4178177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4178242.250000 Penalty: 3134.217041
	Iteration 25Q: 3 clusters Score -4178242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4178273.500000 Penalty: 3134.217041
	Iteration 26Q: 3 clusters Score -4178274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -4178286.000000 Penalty: 3134.217041
	Iteration 27Q: 3 clusters Score -4178286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4178303.000000 Penalty: 3134.217041
	Iteration 28Q: 3 clusters Score -4178303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4178323.250000 Penalty: 3134.217041
	Iteration 29Q: 3 clusters Score -4178323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4178328.500000 Penalty: 3134.217041
	Iteration 30Q: 3 clusters Score -4178328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4178335.500000 Penalty: 3134.217041
	Iteration 31Q: 3 clusters Score -4178336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -4178344.500000 Penalty: 3134.217041
	Iteration 32Q: 3 clusters Score -4178344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -4178351.500000 Penalty: 3134.217041
	Iteration 33Q: 3 clusters Score -4178352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -4178369.000000 Penalty: 3134.217041
	Iteration 34Q: 3 clusters Score -4178369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -4178371.250000 Penalty: 3134.217041
	Iteration 35Q: 3 clusters Score -4178371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4178371.000000 Penalty: 3134.217041
	Iteration 36Q: 3 clusters Score -4178371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -4178381.750000 Penalty: 3134.217041
	Iteration 37Q: 3 clusters Score -4178382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -4178384.250000 Penalty: 3134.217041
	Iteration 38Q: 3 clusters Score -4178384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -4178384.750000 Penalty: 3134.217041
	Iteration 39Q: 3 clusters Score -4178385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -4178384.750000 Penalty: 3134.217041
	Iteration 40F: 3 clusters Score -4178385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Entering Unmasked Estep 
Score: -723938.500000 Penalty: 1298.862061
	Iteration 0F: 2 clusters Score -723938.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -719581.000000 Penalty: 2597.724121
	Iteration 0F: 3 clusters Score -719581 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -720837.062500 Penalty: 2597.724121
	Iteration 1F: 3 clusters Score -720837.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -721043.250000 Penalty: 2597.724121
	Iteration 2F: 3 clusters Score -721043.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -721195.812500 Penalty: 2597.724121
	Iteration 3Q: 3 clusters Score -721195.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -721321.437500 Penalty: 2597.724121
	Iteration 4Q: 3 clusters Score -721321.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -721405.437500 Penalty: 2597.724121
	Iteration 5Q: 3 clusters Score -721405.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -721473.062500 Penalty: 2597.724121
	Iteration 6Q: 3 clusters Score -721473.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -721517.625000 Penalty: 2597.724121
	Iteration 7Q: 3 clusters Score -721517.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -721557.250000 Penalty: 2597.724121
	Iteration 8Q: 3 clusters Score -721557.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -721593.312500 Penalty: 2597.724121
	Iteration 9Q: 3 clusters Score -721593.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -721623.687500 Penalty: 2597.724121
	Iteration 10Q: 3 clusters Score -721623.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -721649.687500 Penalty: 2597.724121
	Iteration 11Q: 3 clusters Score -721649.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -721675.875000 Penalty: 2597.724121
	Iteration 12Q: 3 clusters Score -721675.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -721696.687500 Penalty: 2597.724121
	Iteration 13Q: 3 clusters Score -721696.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -721715.062500 Penalty: 2597.724121
	Iteration 14Q: 3 clusters Score -721715.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -721729.687500 Penalty: 2597.724121
	Iteration 15Q: 3 clusters Score -721729.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -721747.875000 Penalty: 2597.724121
	Iteration 16Q: 3 clusters Score -721747.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -721764.875000 Penalty: 2597.724121
	Iteration 17Q: 3 clusters Score -721764.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -721779.500000 Penalty: 2597.724121
	Iteration 18Q: 3 clusters Score -721779.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -721794.125000 Penalty: 2597.724121
	Iteration 19Q: 3 clusters Score -721794.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -721806.750000 Penalty: 2597.724121
	Iteration 20F: 3 clusters Score -721806.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -721826.125000 Penalty: 2597.724121
	Iteration 21Q: 3 clusters Score -721826.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -721840.750000 Penalty: 2597.724121
	Iteration 22Q: 3 clusters Score -721840.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -721852.437500 Penalty: 2597.724121
	Iteration 23Q: 3 clusters Score -721852.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -721867.562500 Penalty: 2597.724121
	Iteration 24Q: 3 clusters Score -721867.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -721885.687500 Penalty: 2597.724121
	Iteration 25Q: 3 clusters Score -721885.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -721900.937500 Penalty: 2597.724121
	Iteration 26Q: 3 clusters Score -721900.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -721914.125000 Penalty: 2597.724121
	Iteration 27Q: 3 clusters Score -721914.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -721933.750000 Penalty: 2597.724121
	Iteration 28Q: 3 clusters Score -721933.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -721953.937500 Penalty: 2597.724121
	Iteration 29Q: 3 clusters Score -721953.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -721979.937500 Penalty: 2597.724121
	Iteration 30Q: 3 clusters Score -721979.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -722015.687500 Penalty: 2597.724121
	Iteration 31Q: 3 clusters Score -722015.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -722058.375000 Penalty: 2597.724121
	Iteration 32Q: 3 clusters Score -722058.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -722107.312500 Penalty: 2597.724121
	Iteration 33Q: 3 clusters Score -722107.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -722154.437500 Penalty: 2597.724121
	Iteration 34Q: 3 clusters Score -722154.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -722193.687500 Penalty: 2597.724121
	Iteration 35Q: 3 clusters Score -722193.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -722226.875000 Penalty: 2597.724121
	Iteration 36Q: 3 clusters Score -722226.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -722262.562500 Penalty: 2597.724121
	Iteration 37Q: 3 clusters Score -722262.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -722303.500000 Penalty: 2597.724121
	Iteration 38Q: 3 clusters Score -722303.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -722346.125000 Penalty: 2597.724121
	Iteration 39Q: 3 clusters Score -722346.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -722389.500000 Penalty: 2597.724121
	Iteration 40F: 3 clusters Score -722389.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -722427.312500 Penalty: 2597.724121
	Iteration 41Q: 3 clusters Score -722427.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -722463.187500 Penalty: 2597.724121
	Iteration 42Q: 3 clusters Score -722463.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -722487.125000 Penalty: 2597.724121
	Iteration 43Q: 3 clusters Score -722487.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -722509.125000 Penalty: 2597.724121
	Iteration 44Q: 3 clusters Score -722509.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -722526.875000 Penalty: 2597.724121
	Iteration 45Q: 3 clusters Score -722526.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -722542.437500 Penalty: 2597.724121
	Iteration 46Q: 3 clusters Score -722542.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -722553.062500 Penalty: 2597.724121
	Iteration 47Q: 3 clusters Score -722553.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -722562.187500 Penalty: 2597.724121
	Iteration 48Q: 3 clusters Score -722562.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -722570.625000 Penalty: 2597.724121
	Iteration 49Q: 3 clusters Score -722570.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -722583.062500 Penalty: 2597.724121
	Iteration 50Q: 3 clusters Score -722583.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -722597.187500 Penalty: 2597.724121
	Iteration 51Q: 3 clusters Score -722597.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -722609.937500 Penalty: 2597.724121
	Iteration 52Q: 3 clusters Score -722609.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -722623.250000 Penalty: 2597.724121
	Iteration 53Q: 3 clusters Score -722623.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -722633.187500 Penalty: 2597.724121
	Iteration 54Q: 3 clusters Score -722633.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -722640.625000 Penalty: 2597.724121
	Iteration 55Q: 3 clusters Score -722640.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -722654.062500 Penalty: 2597.724121
	Iteration 56Q: 3 clusters Score -722654.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -722667.375000 Penalty: 2597.724121
	Iteration 57Q: 3 clusters Score -722667.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -722676.250000 Penalty: 2597.724121
	Iteration 58Q: 3 clusters Score -722676.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -722691.875000 Penalty: 2597.724121
	Iteration 59Q: 3 clusters Score -722691.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -722707.562500 Penalty: 2597.724121
	Iteration 60F: 3 clusters Score -722707.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -722722.875000 Penalty: 2597.724121
	Iteration 61Q: 3 clusters Score -722722.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -722738.500000 Penalty: 2597.724121
	Iteration 62Q: 3 clusters Score -722738.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -722753.250000 Penalty: 2597.724121
	Iteration 63Q: 3 clusters Score -722753.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -722768.812500 Penalty: 2597.724121
	Iteration 64Q: 3 clusters Score -722768.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -722782.437500 Penalty: 2597.724121
	Iteration 65Q: 3 clusters Score -722782.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -722790.937500 Penalty: 2597.724121
	Iteration 66Q: 3 clusters Score -722790.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -722799.687500 Penalty: 2597.724121
	Iteration 67Q: 3 clusters Score -722799.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -722804.312500 Penalty: 2597.724121
	Iteration 68Q: 3 clusters Score -722804.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -722810.812500 Penalty: 2597.724121
	Iteration 69Q: 3 clusters Score -722810.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -722814.687500 Penalty: 2597.724121
	Iteration 70Q: 3 clusters Score -722814.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -722820.437500 Penalty: 2597.724121
	Iteration 71Q: 3 clusters Score -722820.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -722824.812500 Penalty: 2597.724121
	Iteration 72Q: 3 clusters Score -722824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -722827.562500 Penalty: 2597.724121
	Iteration 73Q: 3 clusters Score -722827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -722831.125000 Penalty: 2597.724121
	Iteration 74Q: 3 clusters Score -722831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -722834.312500 Penalty: 2597.724121
	Iteration 75Q: 3 clusters Score -722834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -722836.250000 Penalty: 2597.724121
	Iteration 76Q: 3 clusters Score -722836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -722836.750000 Penalty: 2597.724121
	Iteration 77Q: 3 clusters Score -722836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -722838.937500 Penalty: 2597.724121
	Iteration 78Q: 3 clusters Score -722838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -722844.062500 Penalty: 2597.724121
	Iteration 79Q: 3 clusters Score -722844.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -722852.812500 Penalty: 2597.724121
	Iteration 80F: 3 clusters Score -722852.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -722860.437500 Penalty: 2597.724121
	Iteration 81Q: 3 clusters Score -722860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -722867.437500 Penalty: 2597.724121
	Iteration 82Q: 3 clusters Score -722867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -722873.562500 Penalty: 2597.724121
	Iteration 83Q: 3 clusters Score -722873.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -722880.687500 Penalty: 2597.724121
	Iteration 84Q: 3 clusters Score -722880.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -722890.500000 Penalty: 2597.724121
	Iteration 85Q: 3 clusters Score -722890.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -722897.375000 Penalty: 2597.724121
	Iteration 86Q: 3 clusters Score -722897.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -722899.750000 Penalty: 2597.724121
	Iteration 87Q: 3 clusters Score -722899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -722903.750000 Penalty: 2597.724121
	Iteration 88Q: 3 clusters Score -722903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -722908.625000 Penalty: 2597.724121
	Iteration 89Q: 3 clusters Score -722908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -722911.187500 Penalty: 2597.724121
	Iteration 90Q: 3 clusters Score -722911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -722918.312500 Penalty: 2597.724121
	Iteration 91Q: 3 clusters Score -722918.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -722922.687500 Penalty: 2597.724121
	Iteration 92Q: 3 clusters Score -722922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -722924.187500 Penalty: 2597.724121
	Iteration 93Q: 3 clusters Score -722924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -722924.437500 Penalty: 2597.724121
	Iteration 94Q: 3 clusters Score -722924.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -722924.437500 Penalty: 2597.724121
	Iteration 95F: 3 clusters Score -722924.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -186574.906250 Penalty: 1109.692261
	Iteration 0F: 2 clusters Score -186574.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -184868.406250 Penalty: 2219.384521
	Iteration 0F: 3 clusters Score -184868.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -185277.625000 Penalty: 2219.384521
	Iteration 1F: 3 clusters Score -185277.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -185400.015625 Penalty: 2219.384521
	Iteration 2F: 3 clusters Score -185400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -185467.546875 Penalty: 2219.384521
	Iteration 3Q: 3 clusters Score -185467.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -185506.187500 Penalty: 2219.384521
	Iteration 4Q: 3 clusters Score -185506.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -185530.562500 Penalty: 2219.384521
	Iteration 5Q: 3 clusters Score -185530.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -185547.796875 Penalty: 2219.384521
	Iteration 6Q: 3 clusters Score -185547.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -185566.187500 Penalty: 2219.384521
	Iteration 7Q: 3 clusters Score -185566.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -185571.921875 Penalty: 2219.384521
	Iteration 8Q: 3 clusters Score -185571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -185577.437500 Penalty: 2219.384521
	Iteration 9Q: 3 clusters Score -185577.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -185586.062500 Penalty: 2219.384521
	Iteration 10Q: 3 clusters Score -185586.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -185590.234375 Penalty: 2219.384521
	Iteration 11Q: 3 clusters Score -185590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -185595.078125 Penalty: 2219.384521
	Iteration 12Q: 3 clusters Score -185595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -185597.312500 Penalty: 2219.384521
	Iteration 13Q: 3 clusters Score -185597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -185599.734375 Penalty: 2219.384521
	Iteration 14Q: 3 clusters Score -185599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -185600.453125 Penalty: 2219.384521
	Iteration 15Q: 3 clusters Score -185600.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -185600.453125 Penalty: 2219.384521
	Iteration 16F: 3 clusters Score -185600.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1688271.375000 Penalty: 1431.751587
	Iteration 0F: 2 clusters Score -1688271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1678285.125000 Penalty: 2863.503174
	Iteration 0F: 3 clusters Score -1678285 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1681701.875000 Penalty: 2863.503174
	Iteration 1F: 3 clusters Score -1681702 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1682055.500000 Penalty: 2863.503174
	Iteration 2F: 3 clusters Score -1682056 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1682319.375000 Penalty: 2863.503174
	Iteration 3Q: 3 clusters Score -1682319 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1682513.375000 Penalty: 2863.503174
	Iteration 4Q: 3 clusters Score -1682513 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1682705.625000 Penalty: 2863.503174
	Iteration 5Q: 3 clusters Score -1682706 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1682902.250000 Penalty: 2863.503174
	Iteration 6Q: 3 clusters Score -1682902 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1683095.750000 Penalty: 2863.503174
	Iteration 7Q: 3 clusters Score -1683096 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1683296.250000 Penalty: 2863.503174
	Iteration 8Q: 3 clusters Score -1683296 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1683558.375000 Penalty: 2863.503174
	Iteration 9Q: 3 clusters Score -1683558 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1683897.000000 Penalty: 2863.503174
	Iteration 10Q: 3 clusters Score -1683897 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1684302.375000 Penalty: 2863.503174
	Iteration 11Q: 3 clusters Score -1684302 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1684700.750000 Penalty: 2863.503174
	Iteration 12Q: 3 clusters Score -1684701 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1685128.250000 Penalty: 2863.503174
	Iteration 13Q: 3 clusters Score -1685128 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1685559.500000 Penalty: 2863.503174
	Iteration 14Q: 3 clusters Score -1685560 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1685958.875000 Penalty: 2863.503174
	Iteration 15Q: 3 clusters Score -1685959 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1686273.875000 Penalty: 2863.503174
	Iteration 16Q: 3 clusters Score -1686274 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1686513.375000 Penalty: 2863.503174
	Iteration 17Q: 3 clusters Score -1686513 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1686724.125000 Penalty: 2863.503174
	Iteration 18Q: 3 clusters Score -1686724 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1686877.000000 Penalty: 2863.503174
	Iteration 19Q: 3 clusters Score -1686877 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1686991.375000 Penalty: 2863.503174
	Iteration 20F: 3 clusters Score -1686991 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1687053.875000 Penalty: 2863.503174
	Iteration 21Q: 3 clusters Score -1687054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1687108.500000 Penalty: 2863.503174
	Iteration 22Q: 3 clusters Score -1687108 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1687151.500000 Penalty: 2863.503174
	Iteration 23Q: 3 clusters Score -1687152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1687195.875000 Penalty: 2863.503174
	Iteration 24Q: 3 clusters Score -1687196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1687232.625000 Penalty: 2863.503174
	Iteration 25Q: 3 clusters Score -1687233 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1687257.375000 Penalty: 2863.503174
	Iteration 26Q: 3 clusters Score -1687257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1687277.375000 Penalty: 2863.503174
	Iteration 27Q: 3 clusters Score -1687277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1687304.500000 Penalty: 2863.503174
	Iteration 28Q: 3 clusters Score -1687304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1687319.125000 Penalty: 2863.503174
	Iteration 29Q: 3 clusters Score -1687319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1687327.750000 Penalty: 2863.503174
	Iteration 30Q: 3 clusters Score -1687328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1687336.500000 Penalty: 2863.503174
	Iteration 31Q: 3 clusters Score -1687336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1687341.625000 Penalty: 2863.503174
	Iteration 32Q: 3 clusters Score -1687342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1687351.125000 Penalty: 2863.503174
	Iteration 33Q: 3 clusters Score -1687351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1687356.125000 Penalty: 2863.503174
	Iteration 34Q: 3 clusters Score -1687356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1687363.125000 Penalty: 2863.503174
	Iteration 35Q: 3 clusters Score -1687363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1687365.625000 Penalty: 2863.503174
	Iteration 36Q: 3 clusters Score -1687366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1687367.875000 Penalty: 2863.503174
	Iteration 37Q: 3 clusters Score -1687368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1687370.375000 Penalty: 2863.503174
	Iteration 38Q: 3 clusters Score -1687370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1687372.125000 Penalty: 2863.503174
	Iteration 39Q: 3 clusters Score -1687372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1687369.875000 Penalty: 2863.503174
	Iteration 40F: 3 clusters Score -1687370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1687371.250000 Penalty: 2863.503174
	Iteration 41Q: 3 clusters Score -1687371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1687372.875000 Penalty: 2863.503174
	Iteration 42Q: 3 clusters Score -1687373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1687372.500000 Penalty: 2863.503174
	Iteration 43Q: 3 clusters Score -1687372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1687374.750000 Penalty: 2863.503174
	Iteration 44Q: 3 clusters Score -1687375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1687374.750000 Penalty: 2863.503174
	Iteration 45F: 3 clusters Score -1687375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Entering Unmasked Estep 
Score: -2981955.250000 Penalty: 1516.687622
	Iteration 0F: 2 clusters Score -2981955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2964469.250000 Penalty: 3033.375244
	Iteration 0F: 3 clusters Score -2964469 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2970884.750000 Penalty: 3033.375244
	Iteration 1F: 3 clusters Score -2970885 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2971360.250000 Penalty: 3033.375244
	Iteration 2F: 3 clusters Score -2971360 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2971790.750000 Penalty: 3033.375244
	Iteration 3Q: 3 clusters Score -2971791 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2972161.750000 Penalty: 3033.375244
	Iteration 4Q: 3 clusters Score -2972162 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2972495.750000 Penalty: 3033.375244
	Iteration 5Q: 3 clusters Score -2972496 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2972810.000000 Penalty: 3033.375244
	Iteration 6Q: 3 clusters Score -2972810 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2973156.750000 Penalty: 3033.375244
	Iteration 7Q: 3 clusters Score -2973157 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2973466.750000 Penalty: 3033.375244
	Iteration 8Q: 3 clusters Score -2973467 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2973748.250000 Penalty: 3033.375244
	Iteration 9Q: 3 clusters Score -2973748 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2974050.000000 Penalty: 3033.375244
	Iteration 10Q: 3 clusters Score -2974050 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2974379.750000 Penalty: 3033.375244
	Iteration 11Q: 3 clusters Score -2974380 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2974671.500000 Penalty: 3033.375244
	Iteration 12Q: 3 clusters Score -2974672 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2974967.250000 Penalty: 3033.375244
	Iteration 13Q: 3 clusters Score -2974967 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2975284.000000 Penalty: 3033.375244
	Iteration 14Q: 3 clusters Score -2975284 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2975619.500000 Penalty: 3033.375244
	Iteration 15Q: 3 clusters Score -2975620 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2975983.500000 Penalty: 3033.375244
	Iteration 16Q: 3 clusters Score -2975984 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2976349.750000 Penalty: 3033.375244
	Iteration 17Q: 3 clusters Score -2976350 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2976767.250000 Penalty: 3033.375244
	Iteration 18Q: 3 clusters Score -2976767 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2977223.500000 Penalty: 3033.375244
	Iteration 19Q: 3 clusters Score -2977224 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2977769.500000 Penalty: 3033.375244
	Iteration 20F: 3 clusters Score -2977770 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2978319.750000 Penalty: 3033.375244
	Iteration 21Q: 3 clusters Score -2978320 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2978816.250000 Penalty: 3033.375244
	Iteration 22Q: 3 clusters Score -2978816 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2979291.250000 Penalty: 3033.375244
	Iteration 23Q: 3 clusters Score -2979291 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2979709.500000 Penalty: 3033.375244
	Iteration 24Q: 3 clusters Score -2979710 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2980038.750000 Penalty: 3033.375244
	Iteration 25Q: 3 clusters Score -2980039 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2980245.500000 Penalty: 3033.375244
	Iteration 26Q: 3 clusters Score -2980246 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2980403.750000 Penalty: 3033.375244
	Iteration 27Q: 3 clusters Score -2980404 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2980513.750000 Penalty: 3033.375244
	Iteration 28Q: 3 clusters Score -2980514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2980579.500000 Penalty: 3033.375244
	Iteration 29Q: 3 clusters Score -2980580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2980631.000000 Penalty: 3033.375244
	Iteration 30Q: 3 clusters Score -2980631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2980666.250000 Penalty: 3033.375244
	Iteration 31Q: 3 clusters Score -2980666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2980692.750000 Penalty: 3033.375244
	Iteration 32Q: 3 clusters Score -2980693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2980711.750000 Penalty: 3033.375244
	Iteration 33Q: 3 clusters Score -2980712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2980727.250000 Penalty: 3033.375244
	Iteration 34Q: 3 clusters Score -2980727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2980740.000000 Penalty: 3033.375244
	Iteration 35Q: 3 clusters Score -2980740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2980747.250000 Penalty: 3033.375244
	Iteration 36Q: 3 clusters Score -2980747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2980748.750000 Penalty: 3033.375244
	Iteration 37Q: 3 clusters Score -2980749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2980757.750000 Penalty: 3033.375244
	Iteration 38Q: 3 clusters Score -2980758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2980760.000000 Penalty: 3033.375244
	Iteration 39Q: 3 clusters Score -2980760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2980759.750000 Penalty: 3033.375244
	Iteration 40F: 3 clusters Score -2980760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2980765.750000 Penalty: 3033.375244
	Iteration 41Q: 3 clusters Score -2980766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2980767.750000 Penalty: 3033.375244
	Iteration 42Q: 3 clusters Score -2980768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2980767.750000 Penalty: 3033.375244
	Iteration 43F: 3 clusters Score -2980768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93518 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55797 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6179 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956640.000000 Penalty: 60297.722656
Iteration 239Q: 31 clusters Score -7.895664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93515 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55799 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6180 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956616.000000 Penalty: 60297.722656
Iteration 240F: 31 clusters Score -7.895662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93516 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10828 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55804 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6176 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956640.000000 Penalty: 60297.722656
Iteration 241Q: 31 clusters Score -7.895664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93520 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10828 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55808 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956672.000000 Penalty: 60297.722656
Iteration 242Q: 31 clusters Score -7.895667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93519 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55816 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6162 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956672.000000 Penalty: 60297.722656
Iteration 243Q: 31 clusters Score -7.895667e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93521 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55828 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6150 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956696.000000 Penalty: 60297.722656
Iteration 244Q: 31 clusters Score -7.89567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93519 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10826 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55831 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956656.000000 Penalty: 60297.722656
Iteration 245Q: 31 clusters Score -7.895666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93522 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55836 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6142 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956656.000000 Penalty: 60297.722656
Iteration 246Q: 31 clusters Score -7.895666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19725 members 
Mstep: Class 6 contains 93522 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55842 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6137 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956656.000000 Penalty: 60297.722656
Iteration 247Q: 31 clusters Score -7.895666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19725 members 
Mstep: Class 6 contains 93520 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55843 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6137 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956648.000000 Penalty: 60297.722656
Iteration 248Q: 31 clusters Score -7.895665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19725 members 
Mstep: Class 6 contains 93517 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55844 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6139 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956680.000000 Penalty: 60297.722656
Iteration 249Q: 31 clusters Score -7.895668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19724 members 
Mstep: Class 6 contains 93514 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55851 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37482 members 
Mstep: Class 27 contains 6136 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956648.000000 Penalty: 60297.722656
Iteration 250Q: 31 clusters Score -7.895665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93510 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55856 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6135 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956632.000000 Penalty: 60297.722656
Iteration 251Q: 31 clusters Score -7.895663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93511 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55859 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6131 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956624.000000 Penalty: 60297.722656
Iteration 252Q: 31 clusters Score -7.895662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93509 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55865 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6127 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956664.000000 Penalty: 60297.722656
Iteration 253Q: 31 clusters Score -7.895666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93506 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29869 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55871 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6123 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956648.000000 Penalty: 60297.722656
Iteration 254Q: 31 clusters Score -7.895665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93507 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29870 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55876 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6117 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956648.000000 Penalty: 60297.722656
Iteration 255Q: 31 clusters Score -7.895665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19724 members 
Mstep: Class 6 contains 93505 members 
Mstep: Class 7 contains 19006 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10826 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29871 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55882 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6111 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956672.000000 Penalty: 60297.722656
Iteration 256Q: 31 clusters Score -7.895667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93503 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10826 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29871 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38142 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55882 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6113 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956672.000000 Penalty: 60297.722656
Iteration 257Q: 31 clusters Score -7.895667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 93498 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29868 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38142 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 55886 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956664.000000 Penalty: 60297.722656
Iteration 258Q: 31 clusters Score -7.895666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93498 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10826 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29867 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38142 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55885 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6117 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956648.000000 Penalty: 60297.722656
Iteration 259Q: 31 clusters Score -7.895665e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19728 members 
Mstep: Class 6 contains 93496 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 10830 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29865 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55883 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956664.000000 Penalty: 60297.722656
Iteration 260F: 31 clusters Score -7.895666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 93493 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10831 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29863 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55881 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956736.000000 Penalty: 60297.722656
Iteration 261Q: 31 clusters Score -7.895674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19724 members 
Mstep: Class 6 contains 93495 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29865 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55880 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956720.000000 Penalty: 60297.722656
Iteration 262Q: 31 clusters Score -7.895672e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93501 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10834 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29864 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55883 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 6109 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956784.000000 Penalty: 60297.722656
Iteration 263Q: 31 clusters Score -7.895678e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93502 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10836 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29864 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55889 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 6100 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956736.000000 Penalty: 60297.722656
Iteration 264Q: 31 clusters Score -7.895674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93503 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10836 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29863 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55895 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 6094 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956744.000000 Penalty: 60297.722656
Iteration 265Q: 31 clusters Score -7.895674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93498 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10834 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29863 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55900 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 6096 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956768.000000 Penalty: 60297.722656
Iteration 266Q: 31 clusters Score -7.895677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93491 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10828 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29863 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38147 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55908 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 6098 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956744.000000 Penalty: 60297.722656
Iteration 267Q: 31 clusters Score -7.895674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93486 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10823 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29863 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38147 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55918 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6097 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956768.000000 Penalty: 60297.722656
Iteration 268Q: 31 clusters Score -7.895677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93482 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29864 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38147 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55923 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6098 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956792.000000 Penalty: 60297.722656
Iteration 269Q: 31 clusters Score -7.895679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93477 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29864 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38148 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55930 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6095 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956800.000000 Penalty: 60297.722656
Iteration 270Q: 31 clusters Score -7.89568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93476 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10822 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29862 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38148 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55931 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6096 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956840.000000 Penalty: 60297.722656
Iteration 271Q: 31 clusters Score -7.895684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93475 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10823 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29860 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38149 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55938 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6090 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956824.000000 Penalty: 60297.722656
Iteration 272Q: 31 clusters Score -7.895682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93473 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10823 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29860 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38148 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55940 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6092 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956808.000000 Penalty: 60297.722656
Iteration 273Q: 31 clusters Score -7.895681e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93465 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29860 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 38148 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55938 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6101 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956816.000000 Penalty: 60297.722656
Iteration 274Q: 31 clusters Score -7.895682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93463 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10823 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29859 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38149 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1641 members 
Mstep: Class 23 contains 55940 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6104 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956928.000000 Penalty: 60297.722656
Iteration 275Q: 31 clusters Score -7.895693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93459 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10824 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29857 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38149 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 55939 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6111 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956888.000000 Penalty: 60297.722656
Iteration 276Q: 31 clusters Score -7.895689e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93459 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29856 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38150 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1638 members 
Mstep: Class 23 contains 55939 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6112 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956928.000000 Penalty: 60297.722656
Iteration 277Q: 31 clusters Score -7.895693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93459 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10828 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29856 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38150 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1636 members 
Mstep: Class 23 contains 55934 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956976.000000 Penalty: 60297.722656
Iteration 278Q: 31 clusters Score -7.895698e+07 nChanged 24
Entering ConstructFrom: 
Score: -78956976.000000 Penalty: 60297.722656
Entering ConstructFrom: 
Trying to split cluster 1 (65402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Entering Unmasked Estep 
Score: -7162579.500000 Penalty: 1649.940308
	Iteration 0F: 2 clusters Score -7162580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -7119743.500000 Penalty: 3299.880615
	Iteration 0F: 3 clusters Score -7119744 nChanged 30793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -7137302.500000 Penalty: 3299.880615
	Iteration 1F: 3 clusters Score -7137302 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -7138276.500000 Penalty: 3299.880615
	Iteration 2Q: 3 clusters Score -7138276 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -7139763.000000 Penalty: 3299.880615
	Iteration 3Q: 3 clusters Score -7139763 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -7141928.000000 Penalty: 3299.880615
	Iteration 4F: 3 clusters Score -7141928 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -7144940.500000 Penalty: 3299.880615
	Iteration 5F: 3 clusters Score -7144940 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -7148774.000000 Penalty: 3299.880615
	Iteration 6F: 3 clusters Score -7148774 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -7152969.000000 Penalty: 3299.880615
	Iteration 7F: 3 clusters Score -7152969 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -7156543.500000 Penalty: 3299.880615
	Iteration 8F: 3 clusters Score -7156544 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -7159056.500000 Penalty: 3299.880615
	Iteration 9Q: 3 clusters Score -7159056 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7160438.500000 Penalty: 3299.880615
	Iteration 10Q: 3 clusters Score -7160438 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7161145.000000 Penalty: 3299.880615
	Iteration 11Q: 3 clusters Score -7161145 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7161410.500000 Penalty: 3299.880615
	Iteration 12Q: 3 clusters Score -7161410 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7161588.000000 Penalty: 3299.880615
	Iteration 13Q: 3 clusters Score -7161588 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7161747.000000 Penalty: 3299.880615
	Iteration 14Q: 3 clusters Score -7161747 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7162015.000000 Penalty: 3299.880615
	Iteration 15Q: 3 clusters Score -7162015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7162101.000000 Penalty: 3299.880615
	Iteration 16Q: 3 clusters Score -7162101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7162147.500000 Penalty: 3299.880615
	Iteration 17Q: 3 clusters Score -7162148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7162181.500000 Penalty: 3299.880615
	Iteration 18Q: 3 clusters Score -7162182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7162202.500000 Penalty: 3299.880615
	Iteration 19Q: 3 clusters Score -7162202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7162223.000000 Penalty: 3299.880615
	Iteration 20F: 3 clusters Score -7162223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7162230.500000 Penalty: 3299.880615
	Iteration 21Q: 3 clusters Score -7162230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7162241.500000 Penalty: 3299.880615
	Iteration 22Q: 3 clusters Score -7162242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7162261.500000 Penalty: 3299.880615
	Iteration 23Q: 3 clusters Score -7162262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7162255.000000 Penalty: 3299.880615
	Iteration 24Q: 3 clusters Score -7162255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7162268.500000 Penalty: 3299.880615
	Iteration 25Q: 3 clusters Score -7162268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7162274.000000 Penalty: 3299.880615
	Iteration 26Q: 3 clusters Score -7162274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7162277.000000 Penalty: 3299.880615
	Iteration 27Q: 3 clusters Score -7162277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7162271.500000 Penalty: 3299.880615
	Iteration 28Q: 3 clusters Score -7162272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7162272.500000 Penalty: 3299.880615
	Iteration 29Q: 3 clusters Score -7162272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7162274.000000 Penalty: 3299.880615
	Iteration 30Q: 3 clusters Score -7162274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7162272.500000 Penalty: 3299.880615
	Iteration 31Q: 3 clusters Score -7162272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7162267.500000 Penalty: 3299.880615
	Iteration 32Q: 3 clusters Score -7162268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7162276.000000 Penalty: 3299.880615
	Iteration 33Q: 3 clusters Score -7162276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64320 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7162276.000000 Penalty: 3299.880615
	Iteration 34F: 3 clusters Score -7162276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Entering Unmasked Estep 
Score: -252604.140625 Penalty: 1157.895630
	Iteration 0F: 2 clusters Score -252604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -250505.515625 Penalty: 2315.791260
	Iteration 0F: 3 clusters Score -250505.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -251071.234375 Penalty: 2315.791260
	Iteration 1F: 3 clusters Score -251071.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -251234.890625 Penalty: 2315.791260
	Iteration 2F: 3 clusters Score -251234.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -251315.765625 Penalty: 2315.791260
	Iteration 3Q: 3 clusters Score -251315.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -251373.531250 Penalty: 2315.791260
	Iteration 4Q: 3 clusters Score -251373.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -251416.500000 Penalty: 2315.791260
	Iteration 5Q: 3 clusters Score -251416.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -251446.312500 Penalty: 2315.791260
	Iteration 6Q: 3 clusters Score -251446.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -251461.781250 Penalty: 2315.791260
	Iteration 7Q: 3 clusters Score -251461.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -251469.562500 Penalty: 2315.791260
	Iteration 8Q: 3 clusters Score -251469.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -251474.328125 Penalty: 2315.791260
	Iteration 9Q: 3 clusters Score -251474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -251476.093750 Penalty: 2315.791260
	Iteration 10Q: 3 clusters Score -251476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -251477.109375 Penalty: 2315.791260
	Iteration 11Q: 3 clusters Score -251477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -251477.328125 Penalty: 2315.791260
	Iteration 12Q: 3 clusters Score -251477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -251478.093750 Penalty: 2315.791260
	Iteration 13Q: 3 clusters Score -251478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -251479.187500 Penalty: 2315.791260
	Iteration 14Q: 3 clusters Score -251479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -251482.875000 Penalty: 2315.791260
	Iteration 15Q: 3 clusters Score -251482.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -251485.515625 Penalty: 2315.791260
	Iteration 16Q: 3 clusters Score -251485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -251488.046875 Penalty: 2315.791260
	Iteration 17Q: 3 clusters Score -251488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -251489.171875 Penalty: 2315.791260
	Iteration 18Q: 3 clusters Score -251489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -251492.828125 Penalty: 2315.791260
	Iteration 19Q: 3 clusters Score -251492.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -251495.125000 Penalty: 2315.791260
	Iteration 20F: 3 clusters Score -251495.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -251498.140625 Penalty: 2315.791260
	Iteration 21Q: 3 clusters Score -251498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -251499.562500 Penalty: 2315.791260
	Iteration 22Q: 3 clusters Score -251499.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -251501.125000 Penalty: 2315.791260
	Iteration 23Q: 3 clusters Score -251501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -251502.515625 Penalty: 2315.791260
	Iteration 24Q: 3 clusters Score -251502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -251504.843750 Penalty: 2315.791260
	Iteration 25Q: 3 clusters Score -251504.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -251505.656250 Penalty: 2315.791260
	Iteration 26Q: 3 clusters Score -251505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -251506.515625 Penalty: 2315.791260
	Iteration 27Q: 3 clusters Score -251506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -251506.859375 Penalty: 2315.791260
	Iteration 28Q: 3 clusters Score -251506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -251507.453125 Penalty: 2315.791260
	Iteration 29Q: 3 clusters Score -251507.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -251507.453125 Penalty: 2315.791260
	Iteration 30F: 3 clusters Score -251507.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -158578.671875 Penalty: 1087.610840
	Iteration 0F: 2 clusters Score -158578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -157005.390625 Penalty: 2175.221680
	Iteration 0F: 3 clusters Score -157005.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157375.890625 Penalty: 2175.221680
	Iteration 1F: 3 clusters Score -157375.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -157483.781250 Penalty: 2175.221680
	Iteration 2F: 3 clusters Score -157483.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -157536.984375 Penalty: 2175.221680
	Iteration 3Q: 3 clusters Score -157537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -157570.421875 Penalty: 2175.221680
	Iteration 4Q: 3 clusters Score -157570.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -157583.937500 Penalty: 2175.221680
	Iteration 5Q: 3 clusters Score -157583.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -157601.515625 Penalty: 2175.221680
	Iteration 6Q: 3 clusters Score -157601.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157614.609375 Penalty: 2175.221680
	Iteration 7Q: 3 clusters Score -157614.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -157624.437500 Penalty: 2175.221680
	Iteration 8Q: 3 clusters Score -157624.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -157629.703125 Penalty: 2175.221680
	Iteration 9Q: 3 clusters Score -157629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -157633.375000 Penalty: 2175.221680
	Iteration 10Q: 3 clusters Score -157633.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -157635.468750 Penalty: 2175.221680
	Iteration 11Q: 3 clusters Score -157635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -157636.781250 Penalty: 2175.221680
	Iteration 12Q: 3 clusters Score -157636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -157636.781250 Penalty: 2175.221680
	Iteration 13F: 3 clusters Score -157636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Entering Unmasked Estep 
Score: -2951738.750000 Penalty: 1515.411987
	Iteration 0F: 2 clusters Score -2951739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2934548.500000 Penalty: 3030.823975
	Iteration 0F: 3 clusters Score -2934548 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2940892.750000 Penalty: 3030.823975
	Iteration 1F: 3 clusters Score -2940893 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2941415.750000 Penalty: 3030.823975
	Iteration 2F: 3 clusters Score -2941416 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2941985.750000 Penalty: 3030.823975
	Iteration 3F: 3 clusters Score -2941986 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2942687.250000 Penalty: 3030.823975
	Iteration 4F: 3 clusters Score -2942687 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2943703.000000 Penalty: 3030.823975
	Iteration 5F: 3 clusters Score -2943703 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2945019.250000 Penalty: 3030.823975
	Iteration 6F: 3 clusters Score -2945019 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2946445.000000 Penalty: 3030.823975
	Iteration 7F: 3 clusters Score -2946445 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2947702.750000 Penalty: 3030.823975
	Iteration 8F: 3 clusters Score -2947703 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2948674.000000 Penalty: 3030.823975
	Iteration 9Q: 3 clusters Score -2948674 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2949357.250000 Penalty: 3030.823975
	Iteration 10Q: 3 clusters Score -2949357 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2949819.000000 Penalty: 3030.823975
	Iteration 11Q: 3 clusters Score -2949819 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2950173.750000 Penalty: 3030.823975
	Iteration 12Q: 3 clusters Score -2950174 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2950390.500000 Penalty: 3030.823975
	Iteration 13Q: 3 clusters Score -2950390 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2950555.750000 Penalty: 3030.823975
	Iteration 14Q: 3 clusters Score -2950556 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2950643.250000 Penalty: 3030.823975
	Iteration 15Q: 3 clusters Score -2950643 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2950704.000000 Penalty: 3030.823975
	Iteration 16Q: 3 clusters Score -2950704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2950739.500000 Penalty: 3030.823975
	Iteration 17Q: 3 clusters Score -2950740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2950758.250000 Penalty: 3030.823975
	Iteration 18Q: 3 clusters Score -2950758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2950774.500000 Penalty: 3030.823975
	Iteration 19Q: 3 clusters Score -2950774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2950788.000000 Penalty: 3030.823975
	Iteration 20F: 3 clusters Score -2950788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2950790.250000 Penalty: 3030.823975
	Iteration 21Q: 3 clusters Score -2950790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2950795.000000 Penalty: 3030.823975
	Iteration 22Q: 3 clusters Score -2950795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2950803.750000 Penalty: 3030.823975
	Iteration 23Q: 3 clusters Score -2950804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2950811.000000 Penalty: 3030.823975
	Iteration 24Q: 3 clusters Score -2950811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2950814.000000 Penalty: 3030.823975
	Iteration 25Q: 3 clusters Score -2950814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2950830.500000 Penalty: 3030.823975
	Iteration 26Q: 3 clusters Score -2950830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2950838.000000 Penalty: 3030.823975
	Iteration 27Q: 3 clusters Score -2950838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2950846.000000 Penalty: 3030.823975
	Iteration 28Q: 3 clusters Score -2950846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2950855.750000 Penalty: 3030.823975
	Iteration 29Q: 3 clusters Score -2950856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2950858.750000 Penalty: 3030.823975
	Iteration 30Q: 3 clusters Score -2950859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2950864.750000 Penalty: 3030.823975
	Iteration 31Q: 3 clusters Score -2950865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2950867.250000 Penalty: 3030.823975
	Iteration 32Q: 3 clusters Score -2950867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2950866.500000 Penalty: 3030.823975
	Iteration 33Q: 3 clusters Score -2950866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2950871.000000 Penalty: 3030.823975
	Iteration 34Q: 3 clusters Score -2950871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2950872.750000 Penalty: 3030.823975
	Iteration 35Q: 3 clusters Score -2950873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2950887.500000 Penalty: 3030.823975
	Iteration 36Q: 3 clusters Score -2950888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2950895.000000 Penalty: 3030.823975
	Iteration 37Q: 3 clusters Score -2950895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2950902.750000 Penalty: 3030.823975
	Iteration 38Q: 3 clusters Score -2950903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2950916.500000 Penalty: 3030.823975
	Iteration 39Q: 3 clusters Score -2950916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2950932.000000 Penalty: 3030.823975
	Iteration 40F: 3 clusters Score -2950932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2950935.500000 Penalty: 3030.823975
	Iteration 41Q: 3 clusters Score -2950936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2950937.000000 Penalty: 3030.823975
	Iteration 42Q: 3 clusters Score -2950937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2950939.250000 Penalty: 3030.823975
	Iteration 43Q: 3 clusters Score -2950939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2950944.750000 Penalty: 3030.823975
	Iteration 44Q: 3 clusters Score -2950945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2950949.250000 Penalty: 3030.823975
	Iteration 45Q: 3 clusters Score -2950949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2950950.750000 Penalty: 3030.823975
	Iteration 46Q: 3 clusters Score -2950951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2950952.000000 Penalty: 3030.823975
	Iteration 47Q: 3 clusters Score -2950952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2950952.500000 Penalty: 3030.823975
	Iteration 48Q: 3 clusters Score -2950952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2950951.000000 Penalty: 3030.823975
	Iteration 49Q: 3 clusters Score -2950951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2950951.000000 Penalty: 3030.823975
	Iteration 50F: 3 clusters Score -2950951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Entering Unmasked Estep 
Score: -1989759.125000 Penalty: 1471.563721
	Iteration 0F: 2 clusters Score -1989759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1976903.625000 Penalty: 2943.127441
	Iteration 0F: 3 clusters Score -1976904 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1981580.250000 Penalty: 2943.127441
	Iteration 1F: 3 clusters Score -1981580 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1982016.125000 Penalty: 2943.127441
	Iteration 2F: 3 clusters Score -1982016 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1982382.125000 Penalty: 2943.127441
	Iteration 3Q: 3 clusters Score -1982382 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1982723.750000 Penalty: 2943.127441
	Iteration 4Q: 3 clusters Score -1982724 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1983079.500000 Penalty: 2943.127441
	Iteration 5Q: 3 clusters Score -1983080 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1983546.250000 Penalty: 2943.127441
	Iteration 6Q: 3 clusters Score -1983546 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1984163.625000 Penalty: 2943.127441
	Iteration 7F: 3 clusters Score -1984164 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1984936.125000 Penalty: 2943.127441
	Iteration 8F: 3 clusters Score -1984936 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1985845.125000 Penalty: 2943.127441
	Iteration 9F: 3 clusters Score -1985845 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1986743.875000 Penalty: 2943.127441
	Iteration 10F: 3 clusters Score -1986744 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1987526.500000 Penalty: 2943.127441
	Iteration 11Q: 3 clusters Score -1987526 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1988051.000000 Penalty: 2943.127441
	Iteration 12Q: 3 clusters Score -1988051 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1988378.125000 Penalty: 2943.127441
	Iteration 13Q: 3 clusters Score -1988378 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1988554.750000 Penalty: 2943.127441
	Iteration 14Q: 3 clusters Score -1988555 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1988649.625000 Penalty: 2943.127441
	Iteration 15Q: 3 clusters Score -1988650 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1988715.375000 Penalty: 2943.127441
	Iteration 16Q: 3 clusters Score -1988715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1988758.625000 Penalty: 2943.127441
	Iteration 17Q: 3 clusters Score -1988759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1988782.125000 Penalty: 2943.127441
	Iteration 18Q: 3 clusters Score -1988782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1988794.500000 Penalty: 2943.127441
	Iteration 19Q: 3 clusters Score -1988794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1988804.500000 Penalty: 2943.127441
	Iteration 20F: 3 clusters Score -1988804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1988811.125000 Penalty: 2943.127441
	Iteration 21Q: 3 clusters Score -1988811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1988818.250000 Penalty: 2943.127441
	Iteration 22Q: 3 clusters Score -1988818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1988824.000000 Penalty: 2943.127441
	Iteration 23Q: 3 clusters Score -1988824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1988826.000000 Penalty: 2943.127441
	Iteration 24Q: 3 clusters Score -1988826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1988828.500000 Penalty: 2943.127441
	Iteration 25Q: 3 clusters Score -1988828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1988832.125000 Penalty: 2943.127441
	Iteration 26Q: 3 clusters Score -1988832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1988839.250000 Penalty: 2943.127441
	Iteration 27Q: 3 clusters Score -1988839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1988840.375000 Penalty: 2943.127441
	Iteration 28Q: 3 clusters Score -1988840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1988842.625000 Penalty: 2943.127441
	Iteration 29Q: 3 clusters Score -1988843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1988842.875000 Penalty: 2943.127441
	Iteration 30Q: 3 clusters Score -1988843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1988842.875000 Penalty: 2943.127441
	Iteration 31F: 3 clusters Score -1988843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (93459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93459 members 
Entering Unmasked Estep 
Score: -10345692.000000 Penalty: 1703.057373
	Iteration 0F: 2 clusters Score -1.034569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -10284385.000000 Penalty: 3406.114746
	Iteration 0F: 3 clusters Score -1.028438e+07 nChanged 44236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -10309751.000000 Penalty: 3406.114746
	Iteration 1F: 3 clusters Score -1.030975e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -10310724.000000 Penalty: 3406.114746
	Iteration 2Q: 3 clusters Score -1.031072e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -10311918.000000 Penalty: 3406.114746
	Iteration 3Q: 3 clusters Score -1.031192e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -10313364.000000 Penalty: 3406.114746
	Iteration 4Q: 3 clusters Score -1.031336e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -10315074.000000 Penalty: 3406.114746
	Iteration 5Q: 3 clusters Score -1.031507e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -10317012.000000 Penalty: 3406.114746
	Iteration 6Q: 3 clusters Score -1.031701e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -10318970.000000 Penalty: 3406.114746
	Iteration 7Q: 3 clusters Score -1.031897e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -10320772.000000 Penalty: 3406.114746
	Iteration 8Q: 3 clusters Score -1.032077e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56888 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -10322534.000000 Penalty: 3406.114746
	Iteration 9Q: 3 clusters Score -1.032253e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -10324275.000000 Penalty: 3406.114746
	Iteration 10Q: 3 clusters Score -1.032428e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -10325900.000000 Penalty: 3406.114746
	Iteration 11Q: 3 clusters Score -1.03259e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65465 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -10327772.000000 Penalty: 3406.114746
	Iteration 12Q: 3 clusters Score -1.032777e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -10329784.000000 Penalty: 3406.114746
	Iteration 13Q: 3 clusters Score -1.032978e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -10332008.000000 Penalty: 3406.114746
	Iteration 14Q: 3 clusters Score -1.033201e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -10334278.000000 Penalty: 3406.114746
	Iteration 15Q: 3 clusters Score -1.033428e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -10336435.000000 Penalty: 3406.114746
	Iteration 16Q: 3 clusters Score -1.033644e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -10338294.000000 Penalty: 3406.114746
	Iteration 17Q: 3 clusters Score -1.033829e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -10339814.000000 Penalty: 3406.114746
	Iteration 18Q: 3 clusters Score -1.033981e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -10340942.000000 Penalty: 3406.114746
	Iteration 19Q: 3 clusters Score -1.034094e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -10341804.000000 Penalty: 3406.114746
	Iteration 20F: 3 clusters Score -1.03418e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -10342436.000000 Penalty: 3406.114746
	Iteration 21Q: 3 clusters Score -1.034244e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -10342941.000000 Penalty: 3406.114746
	Iteration 22Q: 3 clusters Score -1.034294e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -10343272.000000 Penalty: 3406.114746
	Iteration 23Q: 3 clusters Score -1.034327e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -10343547.000000 Penalty: 3406.114746
	Iteration 24Q: 3 clusters Score -1.034355e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -10343813.000000 Penalty: 3406.114746
	Iteration 25Q: 3 clusters Score -1.034381e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -10343957.000000 Penalty: 3406.114746
	Iteration 26Q: 3 clusters Score -1.034396e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91176 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -10344055.000000 Penalty: 3406.114746
	Iteration 27Q: 3 clusters Score -1.034406e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10344152.000000 Penalty: 3406.114746
	Iteration 28Q: 3 clusters Score -1.034415e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91619 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -10344290.000000 Penalty: 3406.114746
	Iteration 29Q: 3 clusters Score -1.034429e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91802 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10344420.000000 Penalty: 3406.114746
	Iteration 30Q: 3 clusters Score -1.034442e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -10344501.000000 Penalty: 3406.114746
	Iteration 31Q: 3 clusters Score -1.03445e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92033 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10344554.000000 Penalty: 3406.114746
	Iteration 32Q: 3 clusters Score -1.034455e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10344591.000000 Penalty: 3406.114746
	Iteration 33Q: 3 clusters Score -1.034459e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -10344602.000000 Penalty: 3406.114746
	Iteration 34Q: 3 clusters Score -1.03446e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10344596.000000 Penalty: 3406.114746
	Iteration 35Q: 3 clusters Score -1.03446e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10344602.000000 Penalty: 3406.114746
	Iteration 36Q: 3 clusters Score -1.03446e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10344619.000000 Penalty: 3406.114746
	Iteration 37Q: 3 clusters Score -1.034462e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -10344636.000000 Penalty: 3406.114746
	Iteration 38Q: 3 clusters Score -1.034464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92287 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10344657.000000 Penalty: 3406.114746
	Iteration 39Q: 3 clusters Score -1.034466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92309 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10344656.000000 Penalty: 3406.114746
	Iteration 40F: 3 clusters Score -1.034466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92319 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10344659.000000 Penalty: 3406.114746
	Iteration 41Q: 3 clusters Score -1.034466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10344658.000000 Penalty: 3406.114746
	Iteration 42Q: 3 clusters Score -1.034466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10344668.000000 Penalty: 3406.114746
	Iteration 43Q: 3 clusters Score -1.034467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10344672.000000 Penalty: 3406.114746
	Iteration 44Q: 3 clusters Score -1.034467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10344661.000000 Penalty: 3406.114746
	Iteration 45Q: 3 clusters Score -1.034466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10344667.000000 Penalty: 3406.114746
	Iteration 46Q: 3 clusters Score -1.034467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10344660.000000 Penalty: 3406.114746
	Iteration 47Q: 3 clusters Score -1.034466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10344664.000000 Penalty: 3406.114746
	Iteration 48Q: 3 clusters Score -1.034466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92386 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10344681.000000 Penalty: 3406.114746
	Iteration 49Q: 3 clusters Score -1.034468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92403 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10344687.000000 Penalty: 3406.114746
	Iteration 50Q: 3 clusters Score -1.034469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10344688.000000 Penalty: 3406.114746
	Iteration 51Q: 3 clusters Score -1.034469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10344691.000000 Penalty: 3406.114746
	Iteration 52Q: 3 clusters Score -1.034469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92430 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10344701.000000 Penalty: 3406.114746
	Iteration 53Q: 3 clusters Score -1.03447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10344706.000000 Penalty: 3406.114746
	Iteration 54Q: 3 clusters Score -1.034471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92436 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10344700.000000 Penalty: 3406.114746
	Iteration 55Q: 3 clusters Score -1.03447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92442 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10344705.000000 Penalty: 3406.114746
	Iteration 56Q: 3 clusters Score -1.03447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92447 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10344706.000000 Penalty: 3406.114746
	Iteration 57Q: 3 clusters Score -1.034471e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10344706.000000 Penalty: 3406.114746
	Iteration 58Q: 3 clusters Score -1.034471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10344717.000000 Penalty: 3406.114746
	Iteration 59Q: 3 clusters Score -1.034472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10344709.000000 Penalty: 3406.114746
	Iteration 60F: 3 clusters Score -1.034471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10344717.000000 Penalty: 3406.114746
	Iteration 61Q: 3 clusters Score -1.034472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10344717.000000 Penalty: 3406.114746
	Iteration 62F: 3 clusters Score -1.034472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Entering Unmasked Estep 
Score: -2124423.750000 Penalty: 1466.045654
	Iteration 0F: 2 clusters Score -2124424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2112096.000000 Penalty: 2932.091309
	Iteration 0F: 3 clusters Score -2112096 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2116386.000000 Penalty: 2932.091309
	Iteration 1F: 3 clusters Score -2116386 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2116811.000000 Penalty: 2932.091309
	Iteration 2F: 3 clusters Score -2116811 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2117129.500000 Penalty: 2932.091309
	Iteration 3Q: 3 clusters Score -2117130 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2117411.000000 Penalty: 2932.091309
	Iteration 4Q: 3 clusters Score -2117411 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2117712.750000 Penalty: 2932.091309
	Iteration 5Q: 3 clusters Score -2117713 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2118014.750000 Penalty: 2932.091309
	Iteration 6Q: 3 clusters Score -2118015 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2118361.750000 Penalty: 2932.091309
	Iteration 7Q: 3 clusters Score -2118362 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2118740.750000 Penalty: 2932.091309
	Iteration 8Q: 3 clusters Score -2118741 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2119208.500000 Penalty: 2932.091309
	Iteration 9Q: 3 clusters Score -2119208 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2119700.500000 Penalty: 2932.091309
	Iteration 10Q: 3 clusters Score -2119700 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2120131.000000 Penalty: 2932.091309
	Iteration 11Q: 3 clusters Score -2120131 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2120561.500000 Penalty: 2932.091309
	Iteration 12Q: 3 clusters Score -2120562 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2120974.000000 Penalty: 2932.091309
	Iteration 13Q: 3 clusters Score -2120974 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2121321.250000 Penalty: 2932.091309
	Iteration 14Q: 3 clusters Score -2121321 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2121634.750000 Penalty: 2932.091309
	Iteration 15Q: 3 clusters Score -2121635 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2121956.500000 Penalty: 2932.091309
	Iteration 16Q: 3 clusters Score -2121956 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2122250.000000 Penalty: 2932.091309
	Iteration 17Q: 3 clusters Score -2122250 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2122492.250000 Penalty: 2932.091309
	Iteration 18Q: 3 clusters Score -2122492 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2122710.000000 Penalty: 2932.091309
	Iteration 19Q: 3 clusters Score -2122710 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2122895.500000 Penalty: 2932.091309
	Iteration 20F: 3 clusters Score -2122896 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2123013.500000 Penalty: 2932.091309
	Iteration 21Q: 3 clusters Score -2123014 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2123093.750000 Penalty: 2932.091309
	Iteration 22Q: 3 clusters Score -2123094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2123153.250000 Penalty: 2932.091309
	Iteration 23Q: 3 clusters Score -2123153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2123197.000000 Penalty: 2932.091309
	Iteration 24Q: 3 clusters Score -2123197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2123222.000000 Penalty: 2932.091309
	Iteration 25Q: 3 clusters Score -2123222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2123245.750000 Penalty: 2932.091309
	Iteration 26Q: 3 clusters Score -2123246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2123266.500000 Penalty: 2932.091309
	Iteration 27Q: 3 clusters Score -2123266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2123282.000000 Penalty: 2932.091309
	Iteration 28Q: 3 clusters Score -2123282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2123298.000000 Penalty: 2932.091309
	Iteration 29Q: 3 clusters Score -2123298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2123306.500000 Penalty: 2932.091309
	Iteration 30Q: 3 clusters Score -2123306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2123316.500000 Penalty: 2932.091309
	Iteration 31Q: 3 clusters Score -2123316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2123326.250000 Penalty: 2932.091309
	Iteration 32Q: 3 clusters Score -2123326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2123334.500000 Penalty: 2932.091309
	Iteration 33Q: 3 clusters Score -2123334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2123339.250000 Penalty: 2932.091309
	Iteration 34Q: 3 clusters Score -2123339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2123346.750000 Penalty: 2932.091309
	Iteration 35Q: 3 clusters Score -2123347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2123351.500000 Penalty: 2932.091309
	Iteration 36Q: 3 clusters Score -2123352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2123354.250000 Penalty: 2932.091309
	Iteration 37Q: 3 clusters Score -2123354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2123357.000000 Penalty: 2932.091309
	Iteration 38Q: 3 clusters Score -2123357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2123360.250000 Penalty: 2932.091309
	Iteration 39Q: 3 clusters Score -2123360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2123368.500000 Penalty: 2932.091309
	Iteration 40F: 3 clusters Score -2123368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2123373.750000 Penalty: 2932.091309
	Iteration 41Q: 3 clusters Score -2123374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2123377.250000 Penalty: 2932.091309
	Iteration 42Q: 3 clusters Score -2123377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2123377.750000 Penalty: 2932.091309
	Iteration 43Q: 3 clusters Score -2123378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2123377.750000 Penalty: 2932.091309
	Iteration 44Q: 3 clusters Score -2123378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2123378.000000 Penalty: 2932.091309
	Iteration 45Q: 3 clusters Score -2123378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2123382.000000 Penalty: 2932.091309
	Iteration 46Q: 3 clusters Score -2123382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2123382.500000 Penalty: 2932.091309
	Iteration 47Q: 3 clusters Score -2123382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2123382.500000 Penalty: 2932.091309
	Iteration 48F: 3 clusters Score -2123382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Entering Unmasked Estep 
Score: -4492247.000000 Penalty: 1579.506836
	Iteration 0F: 2 clusters Score -4492247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4465757.500000 Penalty: 3159.013672
	Iteration 0F: 3 clusters Score -4465758 nChanged 18557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4476185.000000 Penalty: 3159.013672
	Iteration 1F: 3 clusters Score -4476185 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -4476829.500000 Penalty: 3159.013672
	Iteration 2Q: 3 clusters Score -4476830 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4477528.000000 Penalty: 3159.013672
	Iteration 3Q: 3 clusters Score -4477528 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4478275.500000 Penalty: 3159.013672
	Iteration 4Q: 3 clusters Score -4478276 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4479134.500000 Penalty: 3159.013672
	Iteration 5Q: 3 clusters Score -4479134 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4480095.000000 Penalty: 3159.013672
	Iteration 6F: 3 clusters Score -4480095 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4481260.000000 Penalty: 3159.013672
	Iteration 7F: 3 clusters Score -4481260 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -4482526.000000 Penalty: 3159.013672
	Iteration 8F: 3 clusters Score -4482526 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4483831.500000 Penalty: 3159.013672
	Iteration 9F: 3 clusters Score -4483832 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -4485371.000000 Penalty: 3159.013672
	Iteration 10F: 3 clusters Score -4485371 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4486929.000000 Penalty: 3159.013672
	Iteration 11Q: 3 clusters Score -4486929 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4488434.500000 Penalty: 3159.013672
	Iteration 12Q: 3 clusters Score -4488434 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4489601.000000 Penalty: 3159.013672
	Iteration 13Q: 3 clusters Score -4489601 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4490231.500000 Penalty: 3159.013672
	Iteration 14Q: 3 clusters Score -4490232 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4490564.500000 Penalty: 3159.013672
	Iteration 15Q: 3 clusters Score -4490564 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4490721.000000 Penalty: 3159.013672
	Iteration 16Q: 3 clusters Score -4490721 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4490800.000000 Penalty: 3159.013672
	Iteration 17Q: 3 clusters Score -4490800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4490844.500000 Penalty: 3159.013672
	Iteration 18Q: 3 clusters Score -4490844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4490854.000000 Penalty: 3159.013672
	Iteration 19Q: 3 clusters Score -4490854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4490861.000000 Penalty: 3159.013672
	Iteration 20F: 3 clusters Score -4490861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4490867.500000 Penalty: 3159.013672
	Iteration 21Q: 3 clusters Score -4490868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4490886.000000 Penalty: 3159.013672
	Iteration 22Q: 3 clusters Score -4490886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4490904.000000 Penalty: 3159.013672
	Iteration 23Q: 3 clusters Score -4490904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4490915.000000 Penalty: 3159.013672
	Iteration 24Q: 3 clusters Score -4490915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4490925.000000 Penalty: 3159.013672
	Iteration 25Q: 3 clusters Score -4490925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4490934.500000 Penalty: 3159.013672
	Iteration 26Q: 3 clusters Score -4490934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4490941.000000 Penalty: 3159.013672
	Iteration 27Q: 3 clusters Score -4490941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4490946.500000 Penalty: 3159.013672
	Iteration 28Q: 3 clusters Score -4490946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4490951.000000 Penalty: 3159.013672
	Iteration 29Q: 3 clusters Score -4490951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4490950.500000 Penalty: 3159.013672
	Iteration 30Q: 3 clusters Score -4490950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4490950.500000 Penalty: 3159.013672
	Iteration 31F: 3 clusters Score -4490950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Entering Unmasked Estep 
Score: -1170238.500000 Penalty: 1382.390747
	Iteration 0F: 2 clusters Score -1170238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1162928.875000 Penalty: 2764.781494
	Iteration 0F: 3 clusters Score -1162929 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1165368.375000 Penalty: 2764.781494
	Iteration 1F: 3 clusters Score -1165368 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1165761.375000 Penalty: 2764.781494
	Iteration 2F: 3 clusters Score -1165761 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1166085.625000 Penalty: 2764.781494
	Iteration 3F: 3 clusters Score -1166086 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1166377.500000 Penalty: 2764.781494
	Iteration 4Q: 3 clusters Score -1166378 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1166655.625000 Penalty: 2764.781494
	Iteration 5Q: 3 clusters Score -1166656 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1166930.500000 Penalty: 2764.781494
	Iteration 6Q: 3 clusters Score -1166930 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1167181.125000 Penalty: 2764.781494
	Iteration 7Q: 3 clusters Score -1167181 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1167367.125000 Penalty: 2764.781494
	Iteration 8Q: 3 clusters Score -1167367 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1167505.750000 Penalty: 2764.781494
	Iteration 9Q: 3 clusters Score -1167506 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1167619.875000 Penalty: 2764.781494
	Iteration 10Q: 3 clusters Score -1167620 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1167721.750000 Penalty: 2764.781494
	Iteration 11Q: 3 clusters Score -1167722 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1167821.000000 Penalty: 2764.781494
	Iteration 12Q: 3 clusters Score -1167821 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1167919.875000 Penalty: 2764.781494
	Iteration 13Q: 3 clusters Score -1167920 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1168003.375000 Penalty: 2764.781494
	Iteration 14Q: 3 clusters Score -1168003 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1168091.625000 Penalty: 2764.781494
	Iteration 15Q: 3 clusters Score -1168092 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1168163.375000 Penalty: 2764.781494
	Iteration 16Q: 3 clusters Score -1168163 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1168240.375000 Penalty: 2764.781494
	Iteration 17Q: 3 clusters Score -1168240 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1168305.000000 Penalty: 2764.781494
	Iteration 18Q: 3 clusters Score -1168305 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1168375.500000 Penalty: 2764.781494
	Iteration 19Q: 3 clusters Score -1168376 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1168453.625000 Penalty: 2764.781494
	Iteration 20F: 3 clusters Score -1168454 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1168540.000000 Penalty: 2764.781494
	Iteration 21Q: 3 clusters Score -1168540 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1168616.375000 Penalty: 2764.781494
	Iteration 22Q: 3 clusters Score -1168616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1168693.000000 Penalty: 2764.781494
	Iteration 23Q: 3 clusters Score -1168693 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1168766.625000 Penalty: 2764.781494
	Iteration 24Q: 3 clusters Score -1168767 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1168851.125000 Penalty: 2764.781494
	Iteration 25Q: 3 clusters Score -1168851 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1168938.125000 Penalty: 2764.781494
	Iteration 26Q: 3 clusters Score -1168938 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1169012.875000 Penalty: 2764.781494
	Iteration 27Q: 3 clusters Score -1169013 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1169062.125000 Penalty: 2764.781494
	Iteration 28Q: 3 clusters Score -1169062 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1169112.250000 Penalty: 2764.781494
	Iteration 29Q: 3 clusters Score -1169112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1169177.750000 Penalty: 2764.781494
	Iteration 30Q: 3 clusters Score -1169178 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1169228.000000 Penalty: 2764.781494
	Iteration 31Q: 3 clusters Score -1169228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1169270.875000 Penalty: 2764.781494
	Iteration 32Q: 3 clusters Score -1169271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1169307.500000 Penalty: 2764.781494
	Iteration 33Q: 3 clusters Score -1169308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1169334.375000 Penalty: 2764.781494
	Iteration 34Q: 3 clusters Score -1169334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1169349.875000 Penalty: 2764.781494
	Iteration 35Q: 3 clusters Score -1169350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1169367.250000 Penalty: 2764.781494
	Iteration 36Q: 3 clusters Score -1169367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1169386.000000 Penalty: 2764.781494
	Iteration 37Q: 3 clusters Score -1169386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1169399.250000 Penalty: 2764.781494
	Iteration 38Q: 3 clusters Score -1169399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1169410.625000 Penalty: 2764.781494
	Iteration 39Q: 3 clusters Score -1169411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1169415.125000 Penalty: 2764.781494
	Iteration 40F: 3 clusters Score -1169415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1169423.000000 Penalty: 2764.781494
	Iteration 41Q: 3 clusters Score -1169423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1169428.375000 Penalty: 2764.781494
	Iteration 42Q: 3 clusters Score -1169428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1169428.625000 Penalty: 2764.781494
	Iteration 43Q: 3 clusters Score -1169429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1169430.375000 Penalty: 2764.781494
	Iteration 44Q: 3 clusters Score -1169430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1169434.500000 Penalty: 2764.781494
	Iteration 45Q: 3 clusters Score -1169434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1169441.500000 Penalty: 2764.781494
	Iteration 46Q: 3 clusters Score -1169442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1169443.125000 Penalty: 2764.781494
	Iteration 47Q: 3 clusters Score -1169443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1169447.500000 Penalty: 2764.781494
	Iteration 48Q: 3 clusters Score -1169448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1169452.250000 Penalty: 2764.781494
	Iteration 49Q: 3 clusters Score -1169452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1169455.000000 Penalty: 2764.781494
	Iteration 50Q: 3 clusters Score -1169455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1169457.625000 Penalty: 2764.781494
	Iteration 51Q: 3 clusters Score -1169458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1169461.250000 Penalty: 2764.781494
	Iteration 52Q: 3 clusters Score -1169461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1169466.250000 Penalty: 2764.781494
	Iteration 53Q: 3 clusters Score -1169466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1169465.375000 Penalty: 2764.781494
	Iteration 54Q: 3 clusters Score -1169465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1169467.000000 Penalty: 2764.781494
	Iteration 55Q: 3 clusters Score -1169467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1169465.875000 Penalty: 2764.781494
	Iteration 56Q: 3 clusters Score -1169466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1169469.375000 Penalty: 2764.781494
	Iteration 57Q: 3 clusters Score -1169469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1169470.125000 Penalty: 2764.781494
	Iteration 58Q: 3 clusters Score -1169470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1169470.125000 Penalty: 2764.781494
	Iteration 59F: 3 clusters Score -1169470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Entering Unmasked Estep 
Score: -1988906.500000 Penalty: 1456.799438
	Iteration 0F: 2 clusters Score -1988906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1977224.500000 Penalty: 2913.598877
	Iteration 0F: 3 clusters Score -1977224 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1981420.250000 Penalty: 2913.598877
	Iteration 1F: 3 clusters Score -1981420 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1981862.500000 Penalty: 2913.598877
	Iteration 2F: 3 clusters Score -1981862 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1982241.500000 Penalty: 2913.598877
	Iteration 3F: 3 clusters Score -1982242 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1982601.625000 Penalty: 2913.598877
	Iteration 4Q: 3 clusters Score -1982602 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1982940.000000 Penalty: 2913.598877
	Iteration 5Q: 3 clusters Score -1982940 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1983304.375000 Penalty: 2913.598877
	Iteration 6Q: 3 clusters Score -1983304 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1983766.125000 Penalty: 2913.598877
	Iteration 7Q: 3 clusters Score -1983766 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1984326.750000 Penalty: 2913.598877
	Iteration 8F: 3 clusters Score -1984327 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1984960.500000 Penalty: 2913.598877
	Iteration 9F: 3 clusters Score -1984960 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1985627.875000 Penalty: 2913.598877
	Iteration 10F: 3 clusters Score -1985628 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1986293.375000 Penalty: 2913.598877
	Iteration 11Q: 3 clusters Score -1986293 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1986793.125000 Penalty: 2913.598877
	Iteration 12Q: 3 clusters Score -1986793 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1987153.125000 Penalty: 2913.598877
	Iteration 13Q: 3 clusters Score -1987153 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1987387.000000 Penalty: 2913.598877
	Iteration 14Q: 3 clusters Score -1987387 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1987517.250000 Penalty: 2913.598877
	Iteration 15Q: 3 clusters Score -1987517 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1987618.125000 Penalty: 2913.598877
	Iteration 16Q: 3 clusters Score -1987618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1987685.500000 Penalty: 2913.598877
	Iteration 17Q: 3 clusters Score -1987686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1987729.000000 Penalty: 2913.598877
	Iteration 18Q: 3 clusters Score -1987729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1987754.875000 Penalty: 2913.598877
	Iteration 19Q: 3 clusters Score -1987755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1987784.750000 Penalty: 2913.598877
	Iteration 20F: 3 clusters Score -1987785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1987796.000000 Penalty: 2913.598877
	Iteration 21Q: 3 clusters Score -1987796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1987806.500000 Penalty: 2913.598877
	Iteration 22Q: 3 clusters Score -1987806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1987814.875000 Penalty: 2913.598877
	Iteration 23Q: 3 clusters Score -1987815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1987821.500000 Penalty: 2913.598877
	Iteration 24Q: 3 clusters Score -1987822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1987826.375000 Penalty: 2913.598877
	Iteration 25Q: 3 clusters Score -1987826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1987833.500000 Penalty: 2913.598877
	Iteration 26Q: 3 clusters Score -1987834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1987833.875000 Penalty: 2913.598877
	Iteration 27Q: 3 clusters Score -1987834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1987833.875000 Penalty: 2913.598877
	Iteration 28F: 3 clusters Score -1987834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -1961709.125000 Penalty: 1454.295776
	Iteration 0F: 2 clusters Score -1961709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1950146.750000 Penalty: 2908.591553
	Iteration 0F: 3 clusters Score -1950147 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1954474.000000 Penalty: 2908.591553
	Iteration 1F: 3 clusters Score -1954474 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1955081.875000 Penalty: 2908.591553
	Iteration 2F: 3 clusters Score -1955082 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1955742.750000 Penalty: 2908.591553
	Iteration 3F: 3 clusters Score -1955743 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1956505.375000 Penalty: 2908.591553
	Iteration 4F: 3 clusters Score -1956505 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1957276.375000 Penalty: 2908.591553
	Iteration 5F: 3 clusters Score -1957276 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1958046.625000 Penalty: 2908.591553
	Iteration 6F: 3 clusters Score -1958047 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1958739.125000 Penalty: 2908.591553
	Iteration 7Q: 3 clusters Score -1958739 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1959352.000000 Penalty: 2908.591553
	Iteration 8Q: 3 clusters Score -1959352 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1959775.000000 Penalty: 2908.591553
	Iteration 9Q: 3 clusters Score -1959775 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1960016.500000 Penalty: 2908.591553
	Iteration 10Q: 3 clusters Score -1960016 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1960142.750000 Penalty: 2908.591553
	Iteration 11Q: 3 clusters Score -1960143 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1960233.625000 Penalty: 2908.591553
	Iteration 12Q: 3 clusters Score -1960234 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1960302.500000 Penalty: 2908.591553
	Iteration 13Q: 3 clusters Score -1960302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1960346.125000 Penalty: 2908.591553
	Iteration 14Q: 3 clusters Score -1960346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1960384.125000 Penalty: 2908.591553
	Iteration 15Q: 3 clusters Score -1960384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1960416.875000 Penalty: 2908.591553
	Iteration 16Q: 3 clusters Score -1960417 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1960436.500000 Penalty: 2908.591553
	Iteration 17Q: 3 clusters Score -1960436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1960455.000000 Penalty: 2908.591553
	Iteration 18Q: 3 clusters Score -1960455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1960467.000000 Penalty: 2908.591553
	Iteration 19Q: 3 clusters Score -1960467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1960483.875000 Penalty: 2908.591553
	Iteration 20F: 3 clusters Score -1960484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1960495.000000 Penalty: 2908.591553
	Iteration 21Q: 3 clusters Score -1960495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1960502.000000 Penalty: 2908.591553
	Iteration 22Q: 3 clusters Score -1960502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1960503.625000 Penalty: 2908.591553
	Iteration 23Q: 3 clusters Score -1960504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1960509.375000 Penalty: 2908.591553
	Iteration 24Q: 3 clusters Score -1960509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1960515.125000 Penalty: 2908.591553
	Iteration 25Q: 3 clusters Score -1960515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1960520.750000 Penalty: 2908.591553
	Iteration 26Q: 3 clusters Score -1960521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1960526.000000 Penalty: 2908.591553
	Iteration 27Q: 3 clusters Score -1960526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1960532.000000 Penalty: 2908.591553
	Iteration 28Q: 3 clusters Score -1960532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1960535.750000 Penalty: 2908.591553
	Iteration 29Q: 3 clusters Score -1960536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1960535.750000 Penalty: 2908.591553
	Iteration 30Q: 3 clusters Score -1960536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1960541.125000 Penalty: 2908.591553
	Iteration 31Q: 3 clusters Score -1960541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1960545.000000 Penalty: 2908.591553
	Iteration 32Q: 3 clusters Score -1960545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1960548.000000 Penalty: 2908.591553
	Iteration 33Q: 3 clusters Score -1960548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1960550.500000 Penalty: 2908.591553
	Iteration 34Q: 3 clusters Score -1960550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1960557.000000 Penalty: 2908.591553
	Iteration 35Q: 3 clusters Score -1960557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1960560.750000 Penalty: 2908.591553
	Iteration 36Q: 3 clusters Score -1960561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1960567.875000 Penalty: 2908.591553
	Iteration 37Q: 3 clusters Score -1960568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1960571.625000 Penalty: 2908.591553
	Iteration 38Q: 3 clusters Score -1960572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1960574.875000 Penalty: 2908.591553
	Iteration 39Q: 3 clusters Score -1960575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1960578.750000 Penalty: 2908.591553
	Iteration 40F: 3 clusters Score -1960579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1960580.125000 Penalty: 2908.591553
	Iteration 41Q: 3 clusters Score -1960580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1960579.125000 Penalty: 2908.591553
	Iteration 42Q: 3 clusters Score -1960579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1960586.750000 Penalty: 2908.591553
	Iteration 43Q: 3 clusters Score -1960587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1960586.750000 Penalty: 2908.591553
	Iteration 44F: 3 clusters Score -1960587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Entering Unmasked Estep 
Score: -3126346.000000 Penalty: 1523.344116
	Iteration 0F: 2 clusters Score -3126346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3108065.250000 Penalty: 3046.688232
	Iteration 0F: 3 clusters Score -3108065 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3115035.500000 Penalty: 3046.688232
	Iteration 1F: 3 clusters Score -3115036 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3115666.250000 Penalty: 3046.688232
	Iteration 2F: 3 clusters Score -3115666 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3116380.500000 Penalty: 3046.688232
	Iteration 3F: 3 clusters Score -3116380 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3117300.750000 Penalty: 3046.688232
	Iteration 4F: 3 clusters Score -3117301 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3118434.000000 Penalty: 3046.688232
	Iteration 5F: 3 clusters Score -3118434 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3119653.250000 Penalty: 3046.688232
	Iteration 6F: 3 clusters Score -3119653 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3120862.750000 Penalty: 3046.688232
	Iteration 7F: 3 clusters Score -3120863 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3121992.000000 Penalty: 3046.688232
	Iteration 8F: 3 clusters Score -3121992 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3122897.750000 Penalty: 3046.688232
	Iteration 9Q: 3 clusters Score -3122898 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3123568.500000 Penalty: 3046.688232
	Iteration 10Q: 3 clusters Score -3123568 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3124104.750000 Penalty: 3046.688232
	Iteration 11Q: 3 clusters Score -3124105 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3124472.750000 Penalty: 3046.688232
	Iteration 12Q: 3 clusters Score -3124473 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3124713.750000 Penalty: 3046.688232
	Iteration 13Q: 3 clusters Score -3124714 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3124854.000000 Penalty: 3046.688232
	Iteration 14Q: 3 clusters Score -3124854 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3124963.000000 Penalty: 3046.688232
	Iteration 15Q: 3 clusters Score -3124963 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3125028.250000 Penalty: 3046.688232
	Iteration 16Q: 3 clusters Score -3125028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3125057.500000 Penalty: 3046.688232
	Iteration 17Q: 3 clusters Score -3125058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3125087.250000 Penalty: 3046.688232
	Iteration 18Q: 3 clusters Score -3125087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3125102.750000 Penalty: 3046.688232
	Iteration 19Q: 3 clusters Score -3125103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3125116.000000 Penalty: 3046.688232
	Iteration 20F: 3 clusters Score -3125116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3125128.000000 Penalty: 3046.688232
	Iteration 21Q: 3 clusters Score -3125128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3125138.000000 Penalty: 3046.688232
	Iteration 22Q: 3 clusters Score -3125138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3125139.500000 Penalty: 3046.688232
	Iteration 23Q: 3 clusters Score -3125140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3125140.250000 Penalty: 3046.688232
	Iteration 24Q: 3 clusters Score -3125140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3125144.250000 Penalty: 3046.688232
	Iteration 25Q: 3 clusters Score -3125144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3125147.750000 Penalty: 3046.688232
	Iteration 26Q: 3 clusters Score -3125148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3125149.500000 Penalty: 3046.688232
	Iteration 27Q: 3 clusters Score -3125150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3125154.750000 Penalty: 3046.688232
	Iteration 28Q: 3 clusters Score -3125155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3125160.000000 Penalty: 3046.688232
	Iteration 29Q: 3 clusters Score -3125160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3125167.500000 Penalty: 3046.688232
	Iteration 30Q: 3 clusters Score -3125168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3125169.000000 Penalty: 3046.688232
	Iteration 31Q: 3 clusters Score -3125169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3125175.000000 Penalty: 3046.688232
	Iteration 32Q: 3 clusters Score -3125175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3125176.000000 Penalty: 3046.688232
	Iteration 33Q: 3 clusters Score -3125176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3125183.500000 Penalty: 3046.688232
	Iteration 34Q: 3 clusters Score -3125184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3125179.750000 Penalty: 3046.688232
	Iteration 35Q: 3 clusters Score -3125180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3125184.750000 Penalty: 3046.688232
	Iteration 36Q: 3 clusters Score -3125185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3125182.250000 Penalty: 3046.688232
	Iteration 37Q: 3 clusters Score -3125182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3125184.000000 Penalty: 3046.688232
	Iteration 38Q: 3 clusters Score -3125184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3125184.000000 Penalty: 3046.688232
	Iteration 39Q: 3 clusters Score -3125184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3125190.250000 Penalty: 3046.688232
	Iteration 40F: 3 clusters Score -3125190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3125196.250000 Penalty: 3046.688232
	Iteration 41Q: 3 clusters Score -3125196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3125196.250000 Penalty: 3046.688232
	Iteration 42Q: 3 clusters Score -3125196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3125193.750000 Penalty: 3046.688232
	Iteration 43Q: 3 clusters Score -3125194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3125192.000000 Penalty: 3046.688232
	Iteration 44Q: 3 clusters Score -3125192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3125196.000000 Penalty: 3046.688232
	Iteration 45Q: 3 clusters Score -3125196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3125196.250000 Penalty: 3046.688232
	Iteration 46Q: 3 clusters Score -3125196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3125196.250000 Penalty: 3046.688232
	Iteration 47F: 3 clusters Score -3125196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Entering Unmasked Estep 
Score: -5582095.500000 Penalty: 1609.162476
	Iteration 0F: 2 clusters Score -5582096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -5549615.000000 Penalty: 3218.324951
	Iteration 0F: 3 clusters Score -5549615 nChanged 23021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -5562847.500000 Penalty: 3218.324951
	Iteration 1F: 3 clusters Score -5562848 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5563934.000000 Penalty: 3218.324951
	Iteration 2F: 3 clusters Score -5563934 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -5565484.500000 Penalty: 3218.324951
	Iteration 3F: 3 clusters Score -5565484 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -5567474.000000 Penalty: 3218.324951
	Iteration 4F: 3 clusters Score -5567474 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -5569650.000000 Penalty: 3218.324951
	Iteration 5F: 3 clusters Score -5569650 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -5571648.500000 Penalty: 3218.324951
	Iteration 6F: 3 clusters Score -5571648 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -5573300.500000 Penalty: 3218.324951
	Iteration 7F: 3 clusters Score -5573300 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -5574695.000000 Penalty: 3218.324951
	Iteration 8Q: 3 clusters Score -5574695 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -5575903.000000 Penalty: 3218.324951
	Iteration 9Q: 3 clusters Score -5575903 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -5576898.000000 Penalty: 3218.324951
	Iteration 10Q: 3 clusters Score -5576898 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -5577780.000000 Penalty: 3218.324951
	Iteration 11Q: 3 clusters Score -5577780 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5578474.000000 Penalty: 3218.324951
	Iteration 12Q: 3 clusters Score -5578474 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5579089.000000 Penalty: 3218.324951
	Iteration 13Q: 3 clusters Score -5579089 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5579530.000000 Penalty: 3218.324951
	Iteration 14Q: 3 clusters Score -5579530 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5579911.500000 Penalty: 3218.324951
	Iteration 15Q: 3 clusters Score -5579912 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5580182.500000 Penalty: 3218.324951
	Iteration 16Q: 3 clusters Score -5580182 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5580315.500000 Penalty: 3218.324951
	Iteration 17Q: 3 clusters Score -5580316 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5580426.500000 Penalty: 3218.324951
	Iteration 18Q: 3 clusters Score -5580426 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5580529.000000 Penalty: 3218.324951
	Iteration 19Q: 3 clusters Score -5580529 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5580592.500000 Penalty: 3218.324951
	Iteration 20F: 3 clusters Score -5580592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5580653.000000 Penalty: 3218.324951
	Iteration 21Q: 3 clusters Score -5580653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5580693.000000 Penalty: 3218.324951
	Iteration 22Q: 3 clusters Score -5580693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5580717.500000 Penalty: 3218.324951
	Iteration 23Q: 3 clusters Score -5580718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5580736.500000 Penalty: 3218.324951
	Iteration 24Q: 3 clusters Score -5580736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5580754.000000 Penalty: 3218.324951
	Iteration 25Q: 3 clusters Score -5580754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5580776.000000 Penalty: 3218.324951
	Iteration 26Q: 3 clusters Score -5580776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5580787.000000 Penalty: 3218.324951
	Iteration 27Q: 3 clusters Score -5580787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5580796.500000 Penalty: 3218.324951
	Iteration 28Q: 3 clusters Score -5580796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5580806.500000 Penalty: 3218.324951
	Iteration 29Q: 3 clusters Score -5580806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5580823.500000 Penalty: 3218.324951
	Iteration 30Q: 3 clusters Score -5580824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5580829.000000 Penalty: 3218.324951
	Iteration 31Q: 3 clusters Score -5580829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5580826.500000 Penalty: 3218.324951
	Iteration 32Q: 3 clusters Score -5580826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5580837.500000 Penalty: 3218.324951
	Iteration 33Q: 3 clusters Score -5580838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5580840.000000 Penalty: 3218.324951
	Iteration 34Q: 3 clusters Score -5580840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5580841.000000 Penalty: 3218.324951
	Iteration 35Q: 3 clusters Score -5580841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5580839.500000 Penalty: 3218.324951
	Iteration 36Q: 3 clusters Score -5580840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5580841.500000 Penalty: 3218.324951
	Iteration 37Q: 3 clusters Score -5580842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5580842.000000 Penalty: 3218.324951
	Iteration 38Q: 3 clusters Score -5580842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5580842.000000 Penalty: 3218.324951
	Iteration 39F: 3 clusters Score -5580842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Entering Unmasked Estep 
Score: -3204528.000000 Penalty: 1533.246338
	Iteration 0F: 2 clusters Score -3204528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3185077.250000 Penalty: 3066.492676
	Iteration 0F: 3 clusters Score -3185077 nChanged 13480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3192617.500000 Penalty: 3066.492676
	Iteration 1F: 3 clusters Score -3192618 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3193412.000000 Penalty: 3066.492676
	Iteration 2F: 3 clusters Score -3193412 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3194291.750000 Penalty: 3066.492676
	Iteration 3F: 3 clusters Score -3194292 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3195206.250000 Penalty: 3066.492676
	Iteration 4F: 3 clusters Score -3195206 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3196103.500000 Penalty: 3066.492676
	Iteration 5F: 3 clusters Score -3196104 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3196937.750000 Penalty: 3066.492676
	Iteration 6F: 3 clusters Score -3196938 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3197680.000000 Penalty: 3066.492676
	Iteration 7F: 3 clusters Score -3197680 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3198315.500000 Penalty: 3066.492676
	Iteration 8Q: 3 clusters Score -3198316 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3198895.500000 Penalty: 3066.492676
	Iteration 9Q: 3 clusters Score -3198896 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3199457.000000 Penalty: 3066.492676
	Iteration 10Q: 3 clusters Score -3199457 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3199932.000000 Penalty: 3066.492676
	Iteration 11Q: 3 clusters Score -3199932 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3200394.000000 Penalty: 3066.492676
	Iteration 12Q: 3 clusters Score -3200394 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3200743.500000 Penalty: 3066.492676
	Iteration 13Q: 3 clusters Score -3200744 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3201056.000000 Penalty: 3066.492676
	Iteration 14Q: 3 clusters Score -3201056 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3201304.750000 Penalty: 3066.492676
	Iteration 15Q: 3 clusters Score -3201305 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3201538.250000 Penalty: 3066.492676
	Iteration 16Q: 3 clusters Score -3201538 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3201745.750000 Penalty: 3066.492676
	Iteration 17Q: 3 clusters Score -3201746 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3201915.000000 Penalty: 3066.492676
	Iteration 18Q: 3 clusters Score -3201915 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3202066.750000 Penalty: 3066.492676
	Iteration 19Q: 3 clusters Score -3202067 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3202230.500000 Penalty: 3066.492676
	Iteration 20F: 3 clusters Score -3202230 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3202356.250000 Penalty: 3066.492676
	Iteration 21Q: 3 clusters Score -3202356 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3202483.500000 Penalty: 3066.492676
	Iteration 22Q: 3 clusters Score -3202484 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3202583.250000 Penalty: 3066.492676
	Iteration 23Q: 3 clusters Score -3202583 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3202701.250000 Penalty: 3066.492676
	Iteration 24Q: 3 clusters Score -3202701 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3202777.250000 Penalty: 3066.492676
	Iteration 25Q: 3 clusters Score -3202777 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3202850.250000 Penalty: 3066.492676
	Iteration 26Q: 3 clusters Score -3202850 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3202923.000000 Penalty: 3066.492676
	Iteration 27Q: 3 clusters Score -3202923 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3202996.250000 Penalty: 3066.492676
	Iteration 28Q: 3 clusters Score -3202996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3203056.500000 Penalty: 3066.492676
	Iteration 29Q: 3 clusters Score -3203056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3203108.000000 Penalty: 3066.492676
	Iteration 30Q: 3 clusters Score -3203108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3203167.250000 Penalty: 3066.492676
	Iteration 31Q: 3 clusters Score -3203167 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3203218.750000 Penalty: 3066.492676
	Iteration 32Q: 3 clusters Score -3203219 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3203254.250000 Penalty: 3066.492676
	Iteration 33Q: 3 clusters Score -3203254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3203279.750000 Penalty: 3066.492676
	Iteration 34Q: 3 clusters Score -3203280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3203301.000000 Penalty: 3066.492676
	Iteration 35Q: 3 clusters Score -3203301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3203321.750000 Penalty: 3066.492676
	Iteration 36Q: 3 clusters Score -3203322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3203337.750000 Penalty: 3066.492676
	Iteration 37Q: 3 clusters Score -3203338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3203340.250000 Penalty: 3066.492676
	Iteration 38Q: 3 clusters Score -3203340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3203346.000000 Penalty: 3066.492676
	Iteration 39Q: 3 clusters Score -3203346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3203343.000000 Penalty: 3066.492676
	Iteration 40F: 3 clusters Score -3203343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3203346.750000 Penalty: 3066.492676
	Iteration 41Q: 3 clusters Score -3203347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3203346.500000 Penalty: 3066.492676
	Iteration 42Q: 3 clusters Score -3203346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3203350.750000 Penalty: 3066.492676
	Iteration 43Q: 3 clusters Score -3203351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3203349.750000 Penalty: 3066.492676
	Iteration 44Q: 3 clusters Score -3203350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3203349.750000 Penalty: 3066.492676
	Iteration 45F: 3 clusters Score -3203350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Entering Unmasked Estep 
Score: -2616247.500000 Penalty: 1497.451904
	Iteration 0F: 2 clusters Score -2616248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2600865.000000 Penalty: 2994.903809
	Iteration 0F: 3 clusters Score -2600865 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2606587.250000 Penalty: 2994.903809
	Iteration 1F: 3 clusters Score -2606587 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2607074.500000 Penalty: 2994.903809
	Iteration 2F: 3 clusters Score -2607074 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2607452.750000 Penalty: 2994.903809
	Iteration 3Q: 3 clusters Score -2607453 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2607801.000000 Penalty: 2994.903809
	Iteration 4Q: 3 clusters Score -2607801 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2608146.750000 Penalty: 2994.903809
	Iteration 5Q: 3 clusters Score -2608147 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2608442.250000 Penalty: 2994.903809
	Iteration 6Q: 3 clusters Score -2608442 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2608721.750000 Penalty: 2994.903809
	Iteration 7Q: 3 clusters Score -2608722 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2609041.750000 Penalty: 2994.903809
	Iteration 8Q: 3 clusters Score -2609042 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2609348.250000 Penalty: 2994.903809
	Iteration 9Q: 3 clusters Score -2609348 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2609673.750000 Penalty: 2994.903809
	Iteration 10Q: 3 clusters Score -2609674 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2609971.750000 Penalty: 2994.903809
	Iteration 11Q: 3 clusters Score -2609972 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2610255.500000 Penalty: 2994.903809
	Iteration 12Q: 3 clusters Score -2610256 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2610508.000000 Penalty: 2994.903809
	Iteration 13Q: 3 clusters Score -2610508 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2610722.500000 Penalty: 2994.903809
	Iteration 14Q: 3 clusters Score -2610722 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2610911.500000 Penalty: 2994.903809
	Iteration 15Q: 3 clusters Score -2610912 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2611062.000000 Penalty: 2994.903809
	Iteration 16Q: 3 clusters Score -2611062 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2611198.750000 Penalty: 2994.903809
	Iteration 17Q: 3 clusters Score -2611199 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2611295.000000 Penalty: 2994.903809
	Iteration 18Q: 3 clusters Score -2611295 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2611409.250000 Penalty: 2994.903809
	Iteration 19Q: 3 clusters Score -2611409 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2611510.500000 Penalty: 2994.903809
	Iteration 20F: 3 clusters Score -2611510 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2611577.250000 Penalty: 2994.903809
	Iteration 21Q: 3 clusters Score -2611577 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2611664.750000 Penalty: 2994.903809
	Iteration 22Q: 3 clusters Score -2611665 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2611728.000000 Penalty: 2994.903809
	Iteration 23Q: 3 clusters Score -2611728 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2611801.750000 Penalty: 2994.903809
	Iteration 24Q: 3 clusters Score -2611802 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2611890.000000 Penalty: 2994.903809
	Iteration 25Q: 3 clusters Score -2611890 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2611981.250000 Penalty: 2994.903809
	Iteration 26Q: 3 clusters Score -2611981 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2612100.500000 Penalty: 2994.903809
	Iteration 27Q: 3 clusters Score -2612100 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2612226.250000 Penalty: 2994.903809
	Iteration 28Q: 3 clusters Score -2612226 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2612360.000000 Penalty: 2994.903809
	Iteration 29Q: 3 clusters Score -2612360 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2612523.750000 Penalty: 2994.903809
	Iteration 30Q: 3 clusters Score -2612524 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2612717.000000 Penalty: 2994.903809
	Iteration 31Q: 3 clusters Score -2612717 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2612973.250000 Penalty: 2994.903809
	Iteration 32Q: 3 clusters Score -2612973 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2613246.250000 Penalty: 2994.903809
	Iteration 33Q: 3 clusters Score -2613246 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2613512.500000 Penalty: 2994.903809
	Iteration 34Q: 3 clusters Score -2613512 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2613802.000000 Penalty: 2994.903809
	Iteration 35Q: 3 clusters Score -2613802 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2614089.250000 Penalty: 2994.903809
	Iteration 36Q: 3 clusters Score -2614089 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2614283.500000 Penalty: 2994.903809
	Iteration 37Q: 3 clusters Score -2614284 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2614456.000000 Penalty: 2994.903809
	Iteration 38Q: 3 clusters Score -2614456 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2614586.250000 Penalty: 2994.903809
	Iteration 39Q: 3 clusters Score -2614586 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2614691.750000 Penalty: 2994.903809
	Iteration 40F: 3 clusters Score -2614692 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2614779.500000 Penalty: 2994.903809
	Iteration 41Q: 3 clusters Score -2614780 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2614859.250000 Penalty: 2994.903809
	Iteration 42Q: 3 clusters Score -2614859 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2614914.000000 Penalty: 2994.903809
	Iteration 43Q: 3 clusters Score -2614914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2614949.750000 Penalty: 2994.903809
	Iteration 44Q: 3 clusters Score -2614950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2614972.250000 Penalty: 2994.903809
	Iteration 45Q: 3 clusters Score -2614972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2614987.750000 Penalty: 2994.903809
	Iteration 46Q: 3 clusters Score -2614988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2614993.750000 Penalty: 2994.903809
	Iteration 47Q: 3 clusters Score -2614994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2615007.750000 Penalty: 2994.903809
	Iteration 48Q: 3 clusters Score -2615008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2615027.500000 Penalty: 2994.903809
	Iteration 49Q: 3 clusters Score -2615028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2615048.500000 Penalty: 2994.903809
	Iteration 50Q: 3 clusters Score -2615048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2615062.500000 Penalty: 2994.903809
	Iteration 51Q: 3 clusters Score -2615062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2615069.750000 Penalty: 2994.903809
	Iteration 52Q: 3 clusters Score -2615070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2615080.000000 Penalty: 2994.903809
	Iteration 53Q: 3 clusters Score -2615080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2615083.250000 Penalty: 2994.903809
	Iteration 54Q: 3 clusters Score -2615083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2615081.250000 Penalty: 2994.903809
	Iteration 55Q: 3 clusters Score -2615081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2615095.500000 Penalty: 2994.903809
	Iteration 56Q: 3 clusters Score -2615096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2615097.500000 Penalty: 2994.903809
	Iteration 57Q: 3 clusters Score -2615098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2615103.750000 Penalty: 2994.903809
	Iteration 58Q: 3 clusters Score -2615104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2615109.000000 Penalty: 2994.903809
	Iteration 59Q: 3 clusters Score -2615109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2615109.750000 Penalty: 2994.903809
	Iteration 60F: 3 clusters Score -2615110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2615113.250000 Penalty: 2994.903809
	Iteration 61Q: 3 clusters Score -2615113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2615115.250000 Penalty: 2994.903809
	Iteration 62Q: 3 clusters Score -2615115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2615119.500000 Penalty: 2994.903809
	Iteration 63Q: 3 clusters Score -2615120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2615122.250000 Penalty: 2994.903809
	Iteration 64Q: 3 clusters Score -2615122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2615122.000000 Penalty: 2994.903809
	Iteration 65Q: 3 clusters Score -2615122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2615123.250000 Penalty: 2994.903809
	Iteration 66Q: 3 clusters Score -2615123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2615120.500000 Penalty: 2994.903809
	Iteration 67Q: 3 clusters Score -2615120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2615120.500000 Penalty: 2994.903809
	Iteration 68F: 3 clusters Score -2615120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Entering Unmasked Estep 
Score: -2644149.250000 Penalty: 1498.116089
	Iteration 0F: 2 clusters Score -2644149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2628877.750000 Penalty: 2996.232178
	Iteration 0F: 3 clusters Score -2628878 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2634342.000000 Penalty: 2996.232178
	Iteration 1F: 3 clusters Score -2634342 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2634718.000000 Penalty: 2996.232178
	Iteration 2Q: 3 clusters Score -2634718 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2635074.500000 Penalty: 2996.232178
	Iteration 3Q: 3 clusters Score -2635074 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2635400.750000 Penalty: 2996.232178
	Iteration 4Q: 3 clusters Score -2635401 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2635785.500000 Penalty: 2996.232178
	Iteration 5Q: 3 clusters Score -2635786 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2636166.750000 Penalty: 2996.232178
	Iteration 6Q: 3 clusters Score -2636167 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2636542.000000 Penalty: 2996.232178
	Iteration 7Q: 3 clusters Score -2636542 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2636958.750000 Penalty: 2996.232178
	Iteration 8Q: 3 clusters Score -2636959 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2637425.250000 Penalty: 2996.232178
	Iteration 9Q: 3 clusters Score -2637425 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2637907.000000 Penalty: 2996.232178
	Iteration 10Q: 3 clusters Score -2637907 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2638424.250000 Penalty: 2996.232178
	Iteration 11Q: 3 clusters Score -2638424 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2639009.500000 Penalty: 2996.232178
	Iteration 12Q: 3 clusters Score -2639010 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2639607.250000 Penalty: 2996.232178
	Iteration 13Q: 3 clusters Score -2639607 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2640214.750000 Penalty: 2996.232178
	Iteration 14Q: 3 clusters Score -2640215 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2640760.750000 Penalty: 2996.232178
	Iteration 15Q: 3 clusters Score -2640761 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2641278.250000 Penalty: 2996.232178
	Iteration 16Q: 3 clusters Score -2641278 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2641760.750000 Penalty: 2996.232178
	Iteration 17Q: 3 clusters Score -2641761 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2642106.000000 Penalty: 2996.232178
	Iteration 18Q: 3 clusters Score -2642106 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2642333.500000 Penalty: 2996.232178
	Iteration 19Q: 3 clusters Score -2642334 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2642548.000000 Penalty: 2996.232178
	Iteration 20F: 3 clusters Score -2642548 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2642715.750000 Penalty: 2996.232178
	Iteration 21Q: 3 clusters Score -2642716 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2642815.000000 Penalty: 2996.232178
	Iteration 22Q: 3 clusters Score -2642815 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2642908.250000 Penalty: 2996.232178
	Iteration 23Q: 3 clusters Score -2642908 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2642963.000000 Penalty: 2996.232178
	Iteration 24Q: 3 clusters Score -2642963 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2643006.750000 Penalty: 2996.232178
	Iteration 25Q: 3 clusters Score -2643007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2643041.500000 Penalty: 2996.232178
	Iteration 26Q: 3 clusters Score -2643042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2643056.000000 Penalty: 2996.232178
	Iteration 27Q: 3 clusters Score -2643056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2643073.250000 Penalty: 2996.232178
	Iteration 28Q: 3 clusters Score -2643073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2643097.250000 Penalty: 2996.232178
	Iteration 29Q: 3 clusters Score -2643097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2643111.250000 Penalty: 2996.232178
	Iteration 30Q: 3 clusters Score -2643111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2643122.000000 Penalty: 2996.232178
	Iteration 31Q: 3 clusters Score -2643122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2643127.250000 Penalty: 2996.232178
	Iteration 32Q: 3 clusters Score -2643127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2643133.750000 Penalty: 2996.232178
	Iteration 33Q: 3 clusters Score -2643134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2643144.000000 Penalty: 2996.232178
	Iteration 34Q: 3 clusters Score -2643144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2643151.000000 Penalty: 2996.232178
	Iteration 35Q: 3 clusters Score -2643151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2643154.500000 Penalty: 2996.232178
	Iteration 36Q: 3 clusters Score -2643154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2643157.250000 Penalty: 2996.232178
	Iteration 37Q: 3 clusters Score -2643157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2643159.500000 Penalty: 2996.232178
	Iteration 38Q: 3 clusters Score -2643160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2643159.750000 Penalty: 2996.232178
	Iteration 39Q: 3 clusters Score -2643160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2643163.000000 Penalty: 2996.232178
	Iteration 40F: 3 clusters Score -2643163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2643166.500000 Penalty: 2996.232178
	Iteration 41Q: 3 clusters Score -2643166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2643168.000000 Penalty: 2996.232178
	Iteration 42Q: 3 clusters Score -2643168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2643171.750000 Penalty: 2996.232178
	Iteration 43Q: 3 clusters Score -2643172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2643174.000000 Penalty: 2996.232178
	Iteration 44Q: 3 clusters Score -2643174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2643178.000000 Penalty: 2996.232178
	Iteration 45Q: 3 clusters Score -2643178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2643183.250000 Penalty: 2996.232178
	Iteration 46Q: 3 clusters Score -2643183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2643190.250000 Penalty: 2996.232178
	Iteration 47Q: 3 clusters Score -2643190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2643192.250000 Penalty: 2996.232178
	Iteration 48Q: 3 clusters Score -2643192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2643198.500000 Penalty: 2996.232178
	Iteration 49Q: 3 clusters Score -2643198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2643198.250000 Penalty: 2996.232178
	Iteration 50Q: 3 clusters Score -2643198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2643196.750000 Penalty: 2996.232178
	Iteration 51Q: 3 clusters Score -2643197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2643197.000000 Penalty: 2996.232178
	Iteration 52Q: 3 clusters Score -2643197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2643198.750000 Penalty: 2996.232178
	Iteration 53Q: 3 clusters Score -2643199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2643199.250000 Penalty: 2996.232178
	Iteration 54Q: 3 clusters Score -2643199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2643201.250000 Penalty: 2996.232178
	Iteration 55Q: 3 clusters Score -2643201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2643205.000000 Penalty: 2996.232178
	Iteration 56Q: 3 clusters Score -2643205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2643203.250000 Penalty: 2996.232178
	Iteration 57Q: 3 clusters Score -2643203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2643204.250000 Penalty: 2996.232178
	Iteration 58Q: 3 clusters Score -2643204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2643206.250000 Penalty: 2996.232178
	Iteration 59Q: 3 clusters Score -2643206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2643204.750000 Penalty: 2996.232178
	Iteration 60F: 3 clusters Score -2643205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2643204.000000 Penalty: 2996.232178
	Iteration 61Q: 3 clusters Score -2643204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2643209.750000 Penalty: 2996.232178
	Iteration 62Q: 3 clusters Score -2643210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2643209.000000 Penalty: 2996.232178
	Iteration 63Q: 3 clusters Score -2643209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2643209.000000 Penalty: 2996.232178
	Iteration 64F: 3 clusters Score -2643209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Entering Unmasked Estep 
Score: -1681145.750000 Penalty: 1430.891357
	Iteration 0F: 2 clusters Score -1681146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1671301.625000 Penalty: 2861.782715
	Iteration 0F: 3 clusters Score -1671302 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1674777.000000 Penalty: 2861.782715
	Iteration 1F: 3 clusters Score -1674777 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1675150.750000 Penalty: 2861.782715
	Iteration 2F: 3 clusters Score -1675151 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1675415.750000 Penalty: 2861.782715
	Iteration 3Q: 3 clusters Score -1675416 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1675585.750000 Penalty: 2861.782715
	Iteration 4Q: 3 clusters Score -1675586 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1675713.500000 Penalty: 2861.782715
	Iteration 5Q: 3 clusters Score -1675714 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1675832.750000 Penalty: 2861.782715
	Iteration 6Q: 3 clusters Score -1675833 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1675928.875000 Penalty: 2861.782715
	Iteration 7Q: 3 clusters Score -1675929 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1676010.750000 Penalty: 2861.782715
	Iteration 8Q: 3 clusters Score -1676011 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1676090.875000 Penalty: 2861.782715
	Iteration 9Q: 3 clusters Score -1676091 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1676168.500000 Penalty: 2861.782715
	Iteration 10Q: 3 clusters Score -1676168 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1676267.625000 Penalty: 2861.782715
	Iteration 11Q: 3 clusters Score -1676268 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1676362.750000 Penalty: 2861.782715
	Iteration 12Q: 3 clusters Score -1676363 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1676468.125000 Penalty: 2861.782715
	Iteration 13Q: 3 clusters Score -1676468 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1676584.000000 Penalty: 2861.782715
	Iteration 14Q: 3 clusters Score -1676584 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1676722.875000 Penalty: 2861.782715
	Iteration 15Q: 3 clusters Score -1676723 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1676867.125000 Penalty: 2861.782715
	Iteration 16Q: 3 clusters Score -1676867 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1677029.250000 Penalty: 2861.782715
	Iteration 17Q: 3 clusters Score -1677029 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1677185.250000 Penalty: 2861.782715
	Iteration 18Q: 3 clusters Score -1677185 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1677327.000000 Penalty: 2861.782715
	Iteration 19Q: 3 clusters Score -1677327 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1677462.750000 Penalty: 2861.782715
	Iteration 20F: 3 clusters Score -1677463 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1677606.375000 Penalty: 2861.782715
	Iteration 21Q: 3 clusters Score -1677606 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1677736.750000 Penalty: 2861.782715
	Iteration 22Q: 3 clusters Score -1677737 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1677850.625000 Penalty: 2861.782715
	Iteration 23Q: 3 clusters Score -1677851 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1677945.375000 Penalty: 2861.782715
	Iteration 24Q: 3 clusters Score -1677945 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1678037.625000 Penalty: 2861.782715
	Iteration 25Q: 3 clusters Score -1678038 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1678128.250000 Penalty: 2861.782715
	Iteration 26Q: 3 clusters Score -1678128 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1678227.625000 Penalty: 2861.782715
	Iteration 27Q: 3 clusters Score -1678228 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1678328.500000 Penalty: 2861.782715
	Iteration 28Q: 3 clusters Score -1678328 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1678413.875000 Penalty: 2861.782715
	Iteration 29Q: 3 clusters Score -1678414 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1678515.875000 Penalty: 2861.782715
	Iteration 30Q: 3 clusters Score -1678516 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1678607.875000 Penalty: 2861.782715
	Iteration 31Q: 3 clusters Score -1678608 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1678720.500000 Penalty: 2861.782715
	Iteration 32Q: 3 clusters Score -1678720 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1678831.875000 Penalty: 2861.782715
	Iteration 33Q: 3 clusters Score -1678832 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1678932.125000 Penalty: 2861.782715
	Iteration 34Q: 3 clusters Score -1678932 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1679014.000000 Penalty: 2861.782715
	Iteration 35Q: 3 clusters Score -1679014 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1679096.875000 Penalty: 2861.782715
	Iteration 36Q: 3 clusters Score -1679097 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1679159.375000 Penalty: 2861.782715
	Iteration 37Q: 3 clusters Score -1679159 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1679228.625000 Penalty: 2861.782715
	Iteration 38Q: 3 clusters Score -1679229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1679300.250000 Penalty: 2861.782715
	Iteration 39Q: 3 clusters Score -1679300 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1679367.125000 Penalty: 2861.782715
	Iteration 40F: 3 clusters Score -1679367 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1679427.250000 Penalty: 2861.782715
	Iteration 41Q: 3 clusters Score -1679427 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1679477.250000 Penalty: 2861.782715
	Iteration 42Q: 3 clusters Score -1679477 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1679510.000000 Penalty: 2861.782715
	Iteration 43Q: 3 clusters Score -1679510 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1679537.125000 Penalty: 2861.782715
	Iteration 44Q: 3 clusters Score -1679537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1679575.000000 Penalty: 2861.782715
	Iteration 45Q: 3 clusters Score -1679575 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1679607.375000 Penalty: 2861.782715
	Iteration 46Q: 3 clusters Score -1679607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1679630.125000 Penalty: 2861.782715
	Iteration 47Q: 3 clusters Score -1679630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1679647.750000 Penalty: 2861.782715
	Iteration 48Q: 3 clusters Score -1679648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1679675.125000 Penalty: 2861.782715
	Iteration 49Q: 3 clusters Score -1679675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1679703.000000 Penalty: 2861.782715
	Iteration 50Q: 3 clusters Score -1679703 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1679723.000000 Penalty: 2861.782715
	Iteration 51Q: 3 clusters Score -1679723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1679753.625000 Penalty: 2861.782715
	Iteration 52Q: 3 clusters Score -1679754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1679782.750000 Penalty: 2861.782715
	Iteration 53Q: 3 clusters Score -1679783 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1679817.750000 Penalty: 2861.782715
	Iteration 54Q: 3 clusters Score -1679818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1679839.125000 Penalty: 2861.782715
	Iteration 55Q: 3 clusters Score -1679839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1679865.375000 Penalty: 2861.782715
	Iteration 56Q: 3 clusters Score -1679865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1679897.500000 Penalty: 2861.782715
	Iteration 57Q: 3 clusters Score -1679898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1679907.750000 Penalty: 2861.782715
	Iteration 58Q: 3 clusters Score -1679908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1679922.875000 Penalty: 2861.782715
	Iteration 59Q: 3 clusters Score -1679923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1679934.125000 Penalty: 2861.782715
	Iteration 60F: 3 clusters Score -1679934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1679943.875000 Penalty: 2861.782715
	Iteration 61Q: 3 clusters Score -1679944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1679948.125000 Penalty: 2861.782715
	Iteration 62Q: 3 clusters Score -1679948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1679951.625000 Penalty: 2861.782715
	Iteration 63Q: 3 clusters Score -1679952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1679957.250000 Penalty: 2861.782715
	Iteration 64Q: 3 clusters Score -1679957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1679963.625000 Penalty: 2861.782715
	Iteration 65Q: 3 clusters Score -1679964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1679965.125000 Penalty: 2861.782715
	Iteration 66Q: 3 clusters Score -1679965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1679968.750000 Penalty: 2861.782715
	Iteration 67Q: 3 clusters Score -1679969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1679970.000000 Penalty: 2861.782715
	Iteration 68Q: 3 clusters Score -1679970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1679974.250000 Penalty: 2861.782715
	Iteration 69Q: 3 clusters Score -1679974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1679974.250000 Penalty: 2861.782715
	Iteration 70Q: 3 clusters Score -1679974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1679977.000000 Penalty: 2861.782715
	Iteration 71Q: 3 clusters Score -1679977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1679980.375000 Penalty: 2861.782715
	Iteration 72Q: 3 clusters Score -1679980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1679979.000000 Penalty: 2861.782715
	Iteration 73Q: 3 clusters Score -1679979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1679979.000000 Penalty: 2861.782715
	Iteration 74F: 3 clusters Score -1679979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -336188.562500 Penalty: 1204.625000
	Iteration 0F: 2 clusters Score -336188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -333571.531250 Penalty: 2409.250000
	Iteration 0F: 3 clusters Score -333571.5 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -334310.250000 Penalty: 2409.250000
	Iteration 1F: 3 clusters Score -334310.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -334476.062500 Penalty: 2409.250000
	Iteration 2F: 3 clusters Score -334476.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -334574.375000 Penalty: 2409.250000
	Iteration 3Q: 3 clusters Score -334574.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -334653.968750 Penalty: 2409.250000
	Iteration 4Q: 3 clusters Score -334654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -334725.093750 Penalty: 2409.250000
	Iteration 5Q: 3 clusters Score -334725.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -334807.218750 Penalty: 2409.250000
	Iteration 6Q: 3 clusters Score -334807.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -334867.718750 Penalty: 2409.250000
	Iteration 7Q: 3 clusters Score -334867.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -334913.125000 Penalty: 2409.250000
	Iteration 8Q: 3 clusters Score -334913.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -334951.406250 Penalty: 2409.250000
	Iteration 9Q: 3 clusters Score -334951.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -334990.468750 Penalty: 2409.250000
	Iteration 10Q: 3 clusters Score -334990.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -335039.375000 Penalty: 2409.250000
	Iteration 11Q: 3 clusters Score -335039.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -335095.531250 Penalty: 2409.250000
	Iteration 12Q: 3 clusters Score -335095.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -335153.750000 Penalty: 2409.250000
	Iteration 13Q: 3 clusters Score -335153.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -335201.906250 Penalty: 2409.250000
	Iteration 14Q: 3 clusters Score -335201.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -335250.343750 Penalty: 2409.250000
	Iteration 15Q: 3 clusters Score -335250.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -335293.687500 Penalty: 2409.250000
	Iteration 16Q: 3 clusters Score -335293.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -335338.406250 Penalty: 2409.250000
	Iteration 17Q: 3 clusters Score -335338.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -335379.562500 Penalty: 2409.250000
	Iteration 18Q: 3 clusters Score -335379.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -335420.343750 Penalty: 2409.250000
	Iteration 19Q: 3 clusters Score -335420.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -335457.343750 Penalty: 2409.250000
	Iteration 20F: 3 clusters Score -335457.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -335496.187500 Penalty: 2409.250000
	Iteration 21Q: 3 clusters Score -335496.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -335522.031250 Penalty: 2409.250000
	Iteration 22Q: 3 clusters Score -335522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -335546.468750 Penalty: 2409.250000
	Iteration 23Q: 3 clusters Score -335546.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -335565.656250 Penalty: 2409.250000
	Iteration 24Q: 3 clusters Score -335565.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -335582.218750 Penalty: 2409.250000
	Iteration 25Q: 3 clusters Score -335582.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -335594.312500 Penalty: 2409.250000
	Iteration 26Q: 3 clusters Score -335594.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -335609.281250 Penalty: 2409.250000
	Iteration 27Q: 3 clusters Score -335609.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -335624.812500 Penalty: 2409.250000
	Iteration 28Q: 3 clusters Score -335624.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -335638.187500 Penalty: 2409.250000
	Iteration 29Q: 3 clusters Score -335638.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -335653.250000 Penalty: 2409.250000
	Iteration 30Q: 3 clusters Score -335653.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -335659.093750 Penalty: 2409.250000
	Iteration 31Q: 3 clusters Score -335659.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -335662.968750 Penalty: 2409.250000
	Iteration 32Q: 3 clusters Score -335663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -335667.875000 Penalty: 2409.250000
	Iteration 33Q: 3 clusters Score -335667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -335675.562500 Penalty: 2409.250000
	Iteration 34Q: 3 clusters Score -335675.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -335681.125000 Penalty: 2409.250000
	Iteration 35Q: 3 clusters Score -335681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -335685.156250 Penalty: 2409.250000
	Iteration 36Q: 3 clusters Score -335685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -335687.656250 Penalty: 2409.250000
	Iteration 37Q: 3 clusters Score -335687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -335689.656250 Penalty: 2409.250000
	Iteration 38Q: 3 clusters Score -335689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -335693.406250 Penalty: 2409.250000
	Iteration 39Q: 3 clusters Score -335693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -335696.312500 Penalty: 2409.250000
	Iteration 40F: 3 clusters Score -335696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -335698.968750 Penalty: 2409.250000
	Iteration 41Q: 3 clusters Score -335699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -335700.843750 Penalty: 2409.250000
	Iteration 42Q: 3 clusters Score -335700.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -335701.750000 Penalty: 2409.250000
	Iteration 43Q: 3 clusters Score -335701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -335703.343750 Penalty: 2409.250000
	Iteration 44Q: 3 clusters Score -335703.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -335703.375000 Penalty: 2409.250000
	Iteration 45Q: 3 clusters Score -335703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -335705.343750 Penalty: 2409.250000
	Iteration 46Q: 3 clusters Score -335705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -335705.968750 Penalty: 2409.250000
	Iteration 47Q: 3 clusters Score -335706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -335705.968750 Penalty: 2409.250000
	Iteration 48F: 3 clusters Score -335706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Entering Unmasked Estep 
Score: -4249119.000000 Penalty: 1569.733032
	Iteration 0F: 2 clusters Score -4249119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4224290.000000 Penalty: 3139.466064
	Iteration 0F: 3 clusters Score -4224290 nChanged 17458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4234065.500000 Penalty: 3139.466064
	Iteration 1F: 3 clusters Score -4234066 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4234748.000000 Penalty: 3139.466064
	Iteration 2Q: 3 clusters Score -4234748 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4235317.000000 Penalty: 3139.466064
	Iteration 3Q: 3 clusters Score -4235317 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -4235823.000000 Penalty: 3139.466064
	Iteration 4Q: 3 clusters Score -4235823 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4236339.000000 Penalty: 3139.466064
	Iteration 5Q: 3 clusters Score -4236339 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4236800.000000 Penalty: 3139.466064
	Iteration 6Q: 3 clusters Score -4236800 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4237282.000000 Penalty: 3139.466064
	Iteration 7Q: 3 clusters Score -4237282 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4237789.500000 Penalty: 3139.466064
	Iteration 8Q: 3 clusters Score -4237790 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -4238347.500000 Penalty: 3139.466064
	Iteration 9Q: 3 clusters Score -4238348 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -4238974.500000 Penalty: 3139.466064
	Iteration 10Q: 3 clusters Score -4238974 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -4239699.000000 Penalty: 3139.466064
	Iteration 11Q: 3 clusters Score -4239699 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4240404.000000 Penalty: 3139.466064
	Iteration 12Q: 3 clusters Score -4240404 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -4241090.000000 Penalty: 3139.466064
	Iteration 13Q: 3 clusters Score -4241090 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -4241661.500000 Penalty: 3139.466064
	Iteration 14Q: 3 clusters Score -4241662 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -4242226.500000 Penalty: 3139.466064
	Iteration 15Q: 3 clusters Score -4242226 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -4242789.000000 Penalty: 3139.466064
	Iteration 16Q: 3 clusters Score -4242789 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -4243256.500000 Penalty: 3139.466064
	Iteration 17Q: 3 clusters Score -4243256 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -4243744.500000 Penalty: 3139.466064
	Iteration 18Q: 3 clusters Score -4243744 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4244240.500000 Penalty: 3139.466064
	Iteration 19Q: 3 clusters Score -4244240 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4244776.500000 Penalty: 3139.466064
	Iteration 20F: 3 clusters Score -4244776 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4245410.500000 Penalty: 3139.466064
	Iteration 21Q: 3 clusters Score -4245410 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4245957.000000 Penalty: 3139.466064
	Iteration 22Q: 3 clusters Score -4245957 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4246445.500000 Penalty: 3139.466064
	Iteration 23Q: 3 clusters Score -4246446 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4246844.500000 Penalty: 3139.466064
	Iteration 24Q: 3 clusters Score -4246844 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4247160.000000 Penalty: 3139.466064
	Iteration 25Q: 3 clusters Score -4247160 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4247396.500000 Penalty: 3139.466064
	Iteration 26Q: 3 clusters Score -4247396 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4247567.500000 Penalty: 3139.466064
	Iteration 27Q: 3 clusters Score -4247568 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4247662.000000 Penalty: 3139.466064
	Iteration 28Q: 3 clusters Score -4247662 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4247731.000000 Penalty: 3139.466064
	Iteration 29Q: 3 clusters Score -4247731 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4247783.500000 Penalty: 3139.466064
	Iteration 30Q: 3 clusters Score -4247784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4247840.000000 Penalty: 3139.466064
	Iteration 31Q: 3 clusters Score -4247840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4247883.500000 Penalty: 3139.466064
	Iteration 32Q: 3 clusters Score -4247884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4247911.500000 Penalty: 3139.466064
	Iteration 33Q: 3 clusters Score -4247912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4247943.000000 Penalty: 3139.466064
	Iteration 34Q: 3 clusters Score -4247943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4247972.000000 Penalty: 3139.466064
	Iteration 35Q: 3 clusters Score -4247972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4247990.000000 Penalty: 3139.466064
	Iteration 36Q: 3 clusters Score -4247990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4248009.000000 Penalty: 3139.466064
	Iteration 37Q: 3 clusters Score -4248009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4248014.500000 Penalty: 3139.466064
	Iteration 38Q: 3 clusters Score -4248014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4248025.500000 Penalty: 3139.466064
	Iteration 39Q: 3 clusters Score -4248026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4248035.000000 Penalty: 3139.466064
	Iteration 40F: 3 clusters Score -4248035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4248048.500000 Penalty: 3139.466064
	Iteration 41Q: 3 clusters Score -4248048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4248055.000000 Penalty: 3139.466064
	Iteration 42Q: 3 clusters Score -4248055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4248068.000000 Penalty: 3139.466064
	Iteration 43Q: 3 clusters Score -4248068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4248072.500000 Penalty: 3139.466064
	Iteration 44Q: 3 clusters Score -4248072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4248073.000000 Penalty: 3139.466064
	Iteration 45Q: 3 clusters Score -4248073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4248078.000000 Penalty: 3139.466064
	Iteration 46Q: 3 clusters Score -4248078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4248089.000000 Penalty: 3139.466064
	Iteration 47Q: 3 clusters Score -4248089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4248092.500000 Penalty: 3139.466064
	Iteration 48Q: 3 clusters Score -4248092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4248094.500000 Penalty: 3139.466064
	Iteration 49Q: 3 clusters Score -4248094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4248094.000000 Penalty: 3139.466064
	Iteration 50Q: 3 clusters Score -4248094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4248095.000000 Penalty: 3139.466064
	Iteration 51Q: 3 clusters Score -4248095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4248101.000000 Penalty: 3139.466064
	Iteration 52Q: 3 clusters Score -4248101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4248101.500000 Penalty: 3139.466064
	Iteration 53Q: 3 clusters Score -4248102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4248101.000000 Penalty: 3139.466064
	Iteration 54Q: 3 clusters Score -4248101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4248104.000000 Penalty: 3139.466064
	Iteration 55Q: 3 clusters Score -4248104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4248104.000000 Penalty: 3139.466064
	Iteration 56F: 3 clusters Score -4248104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -128702.703125 Penalty: 1050.343262
	Iteration 0F: 2 clusters Score -128702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127331.273438 Penalty: 2100.686523
	Iteration 0F: 3 clusters Score -127331.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127624.093750 Penalty: 2100.686523
	Iteration 1F: 3 clusters Score -127624.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127700.460938 Penalty: 2100.686523
	Iteration 2F: 3 clusters Score -127700.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127735.328125 Penalty: 2100.686523
	Iteration 3Q: 3 clusters Score -127735.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127750.351562 Penalty: 2100.686523
	Iteration 4Q: 3 clusters Score -127750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127756.210938 Penalty: 2100.686523
	Iteration 5Q: 3 clusters Score -127756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127758.859375 Penalty: 2100.686523
	Iteration 6Q: 3 clusters Score -127758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127759.781250 Penalty: 2100.686523
	Iteration 7Q: 3 clusters Score -127759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127760.890625 Penalty: 2100.686523
	Iteration 8Q: 3 clusters Score -127760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127761.648438 Penalty: 2100.686523
	Iteration 9Q: 3 clusters Score -127761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -127761.648438 Penalty: 2100.686523
	Iteration 10F: 3 clusters Score -127761.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Entering Unmasked Estep 
Score: -4522766.500000 Penalty: 1577.595459
	Iteration 0F: 2 clusters Score -4522766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4496612.000000 Penalty: 3155.190918
	Iteration 0F: 3 clusters Score -4496612 nChanged 18419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -4506800.500000 Penalty: 3155.190918
	Iteration 1F: 3 clusters Score -4506800 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -4507489.000000 Penalty: 3155.190918
	Iteration 2Q: 3 clusters Score -4507489 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -4508221.500000 Penalty: 3155.190918
	Iteration 3Q: 3 clusters Score -4508222 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -4509053.000000 Penalty: 3155.190918
	Iteration 4Q: 3 clusters Score -4509053 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -4510129.500000 Penalty: 3155.190918
	Iteration 5F: 3 clusters Score -4510130 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -4511521.000000 Penalty: 3155.190918
	Iteration 6F: 3 clusters Score -4511521 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -4513126.000000 Penalty: 3155.190918
	Iteration 7F: 3 clusters Score -4513126 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4514875.500000 Penalty: 3155.190918
	Iteration 8F: 3 clusters Score -4514876 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4516513.000000 Penalty: 3155.190918
	Iteration 9F: 3 clusters Score -4516513 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -4517970.500000 Penalty: 3155.190918
	Iteration 10Q: 3 clusters Score -4517970 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4519058.000000 Penalty: 3155.190918
	Iteration 11Q: 3 clusters Score -4519058 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -4519891.000000 Penalty: 3155.190918
	Iteration 12Q: 3 clusters Score -4519891 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4520444.000000 Penalty: 3155.190918
	Iteration 13Q: 3 clusters Score -4520444 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -4520839.000000 Penalty: 3155.190918
	Iteration 14Q: 3 clusters Score -4520839 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -4521096.000000 Penalty: 3155.190918
	Iteration 15Q: 3 clusters Score -4521096 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -4521230.500000 Penalty: 3155.190918
	Iteration 16Q: 3 clusters Score -4521230 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -4521314.500000 Penalty: 3155.190918
	Iteration 17Q: 3 clusters Score -4521314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -4521360.500000 Penalty: 3155.190918
	Iteration 18Q: 3 clusters Score -4521360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -4521402.500000 Penalty: 3155.190918
	Iteration 19Q: 3 clusters Score -4521402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -4521439.500000 Penalty: 3155.190918
	Iteration 20F: 3 clusters Score -4521440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -4521451.500000 Penalty: 3155.190918
	Iteration 21Q: 3 clusters Score -4521452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -4521466.500000 Penalty: 3155.190918
	Iteration 22Q: 3 clusters Score -4521466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -4521471.000000 Penalty: 3155.190918
	Iteration 23Q: 3 clusters Score -4521471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -4521481.000000 Penalty: 3155.190918
	Iteration 24Q: 3 clusters Score -4521481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -4521480.000000 Penalty: 3155.190918
	Iteration 25Q: 3 clusters Score -4521480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -4521484.500000 Penalty: 3155.190918
	Iteration 26Q: 3 clusters Score -4521484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -4521488.500000 Penalty: 3155.190918
	Iteration 27Q: 3 clusters Score -4521488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -4521490.000000 Penalty: 3155.190918
	Iteration 28Q: 3 clusters Score -4521490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -4521492.000000 Penalty: 3155.190918
	Iteration 29Q: 3 clusters Score -4521492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -4521491.500000 Penalty: 3155.190918
	Iteration 30Q: 3 clusters Score -4521492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -4521494.500000 Penalty: 3155.190918
	Iteration 31Q: 3 clusters Score -4521494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -4521497.500000 Penalty: 3155.190918
	Iteration 32Q: 3 clusters Score -4521498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -4521496.500000 Penalty: 3155.190918
	Iteration 33Q: 3 clusters Score -4521496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -4521499.000000 Penalty: 3155.190918
	Iteration 34Q: 3 clusters Score -4521499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -4521500.000000 Penalty: 3155.190918
	Iteration 35Q: 3 clusters Score -4521500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4521498.000000 Penalty: 3155.190918
	Iteration 36Q: 3 clusters Score -4521498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -4521498.000000 Penalty: 3155.190918
	Iteration 37F: 3 clusters Score -4521498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -163919.625000 Penalty: 1101.030396
	Iteration 0F: 2 clusters Score -163919.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -162262.125000 Penalty: 2202.060791
	Iteration 0F: 3 clusters Score -162262.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -162646.046875 Penalty: 2202.060791
	Iteration 1F: 3 clusters Score -162646 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162753.578125 Penalty: 2202.060791
	Iteration 2F: 3 clusters Score -162753.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -162820.281250 Penalty: 2202.060791
	Iteration 3Q: 3 clusters Score -162820.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -162867.593750 Penalty: 2202.060791
	Iteration 4Q: 3 clusters Score -162867.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -162900.890625 Penalty: 2202.060791
	Iteration 5Q: 3 clusters Score -162900.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -162930.078125 Penalty: 2202.060791
	Iteration 6Q: 3 clusters Score -162930.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -162947.046875 Penalty: 2202.060791
	Iteration 7Q: 3 clusters Score -162947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162963.062500 Penalty: 2202.060791
	Iteration 8Q: 3 clusters Score -162963.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -162980.328125 Penalty: 2202.060791
	Iteration 9Q: 3 clusters Score -162980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -162992.562500 Penalty: 2202.060791
	Iteration 10Q: 3 clusters Score -162992.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -163000.281250 Penalty: 2202.060791
	Iteration 11Q: 3 clusters Score -163000.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -163005.171875 Penalty: 2202.060791
	Iteration 12Q: 3 clusters Score -163005.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163009.578125 Penalty: 2202.060791
	Iteration 13Q: 3 clusters Score -163009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -163012.171875 Penalty: 2202.060791
	Iteration 14Q: 3 clusters Score -163012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163017.000000 Penalty: 2202.060791
	Iteration 15Q: 3 clusters Score -163017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -163019.546875 Penalty: 2202.060791
	Iteration 16Q: 3 clusters Score -163019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -163020.640625 Penalty: 2202.060791
	Iteration 17Q: 3 clusters Score -163020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -163021.437500 Penalty: 2202.060791
	Iteration 18Q: 3 clusters Score -163021.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -163024.359375 Penalty: 2202.060791
	Iteration 19Q: 3 clusters Score -163024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -163026.281250 Penalty: 2202.060791
	Iteration 20F: 3 clusters Score -163026.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -163027.968750 Penalty: 2202.060791
	Iteration 21Q: 3 clusters Score -163028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163028.671875 Penalty: 2202.060791
	Iteration 22Q: 3 clusters Score -163028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163028.671875 Penalty: 2202.060791
	Iteration 23F: 3 clusters Score -163028.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Entering Unmasked Estep 
Score: -6046815.000000 Penalty: 1626.681519
	Iteration 0F: 2 clusters Score -6046815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -6010335.500000 Penalty: 3253.363037
	Iteration 0F: 3 clusters Score -6010336 nChanged 25917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -6024989.500000 Penalty: 3253.363037
	Iteration 1F: 3 clusters Score -6024990 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -6026162.000000 Penalty: 3253.363037
	Iteration 2Q: 3 clusters Score -6026162 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -6027738.000000 Penalty: 3253.363037
	Iteration 3F: 3 clusters Score -6027738 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -6029635.500000 Penalty: 3253.363037
	Iteration 4F: 3 clusters Score -6029636 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -6031723.500000 Penalty: 3253.363037
	Iteration 5F: 3 clusters Score -6031724 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -6033748.000000 Penalty: 3253.363037
	Iteration 6F: 3 clusters Score -6033748 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -6035659.000000 Penalty: 3253.363037
	Iteration 7F: 3 clusters Score -6035659 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -6037295.500000 Penalty: 3253.363037
	Iteration 8Q: 3 clusters Score -6037296 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -6038503.500000 Penalty: 3253.363037
	Iteration 9Q: 3 clusters Score -6038504 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -6039278.500000 Penalty: 3253.363037
	Iteration 10Q: 3 clusters Score -6039278 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -6039880.500000 Penalty: 3253.363037
	Iteration 11Q: 3 clusters Score -6039880 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -6040278.000000 Penalty: 3253.363037
	Iteration 12Q: 3 clusters Score -6040278 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -6040612.500000 Penalty: 3253.363037
	Iteration 13Q: 3 clusters Score -6040612 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -6040993.000000 Penalty: 3253.363037
	Iteration 14Q: 3 clusters Score -6040993 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -6041275.000000 Penalty: 3253.363037
	Iteration 15Q: 3 clusters Score -6041275 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -6041550.500000 Penalty: 3253.363037
	Iteration 16Q: 3 clusters Score -6041550 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -6041764.000000 Penalty: 3253.363037
	Iteration 17Q: 3 clusters Score -6041764 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -6042060.000000 Penalty: 3253.363037
	Iteration 18Q: 3 clusters Score -6042060 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -6042347.000000 Penalty: 3253.363037
	Iteration 19Q: 3 clusters Score -6042347 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -6042645.000000 Penalty: 3253.363037
	Iteration 20F: 3 clusters Score -6042645 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -6042918.500000 Penalty: 3253.363037
	Iteration 21Q: 3 clusters Score -6042918 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6043235.000000 Penalty: 3253.363037
	Iteration 22Q: 3 clusters Score -6043235 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -6043535.500000 Penalty: 3253.363037
	Iteration 23Q: 3 clusters Score -6043536 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -6043762.000000 Penalty: 3253.363037
	Iteration 24Q: 3 clusters Score -6043762 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -6044025.500000 Penalty: 3253.363037
	Iteration 25Q: 3 clusters Score -6044026 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -6044244.000000 Penalty: 3253.363037
	Iteration 26Q: 3 clusters Score -6044244 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6044427.000000 Penalty: 3253.363037
	Iteration 27Q: 3 clusters Score -6044427 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -6044607.000000 Penalty: 3253.363037
	Iteration 28Q: 3 clusters Score -6044607 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -6044745.000000 Penalty: 3253.363037
	Iteration 29Q: 3 clusters Score -6044745 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -6044844.500000 Penalty: 3253.363037
	Iteration 30Q: 3 clusters Score -6044844 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -6044977.000000 Penalty: 3253.363037
	Iteration 31Q: 3 clusters Score -6044977 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -6045083.500000 Penalty: 3253.363037
	Iteration 32Q: 3 clusters Score -6045084 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -6045178.000000 Penalty: 3253.363037
	Iteration 33Q: 3 clusters Score -6045178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -6045258.500000 Penalty: 3253.363037
	Iteration 34Q: 3 clusters Score -6045258 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -6045306.500000 Penalty: 3253.363037
	Iteration 35Q: 3 clusters Score -6045306 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -6045361.000000 Penalty: 3253.363037
	Iteration 36Q: 3 clusters Score -6045361 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -6045400.000000 Penalty: 3253.363037
	Iteration 37Q: 3 clusters Score -6045400 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -6045445.500000 Penalty: 3253.363037
	Iteration 38Q: 3 clusters Score -6045446 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -6045468.000000 Penalty: 3253.363037
	Iteration 39Q: 3 clusters Score -6045468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -6045500.000000 Penalty: 3253.363037
	Iteration 40F: 3 clusters Score -6045500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -6045532.500000 Penalty: 3253.363037
	Iteration 41Q: 3 clusters Score -6045532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -6045558.000000 Penalty: 3253.363037
	Iteration 42Q: 3 clusters Score -6045558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -6045585.000000 Penalty: 3253.363037
	Iteration 43Q: 3 clusters Score -6045585 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -6045607.000000 Penalty: 3253.363037
	Iteration 44Q: 3 clusters Score -6045607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -6045624.500000 Penalty: 3253.363037
	Iteration 45Q: 3 clusters Score -6045624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -6045648.500000 Penalty: 3253.363037
	Iteration 46Q: 3 clusters Score -6045648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -6045652.500000 Penalty: 3253.363037
	Iteration 47Q: 3 clusters Score -6045652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -6045673.500000 Penalty: 3253.363037
	Iteration 48Q: 3 clusters Score -6045674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -6045698.000000 Penalty: 3253.363037
	Iteration 49Q: 3 clusters Score -6045698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -6045717.500000 Penalty: 3253.363037
	Iteration 50Q: 3 clusters Score -6045718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -6045733.000000 Penalty: 3253.363037
	Iteration 51Q: 3 clusters Score -6045733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -6045747.500000 Penalty: 3253.363037
	Iteration 52Q: 3 clusters Score -6045748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -6045754.500000 Penalty: 3253.363037
	Iteration 53Q: 3 clusters Score -6045754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -6045760.000000 Penalty: 3253.363037
	Iteration 54Q: 3 clusters Score -6045760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -6045767.000000 Penalty: 3253.363037
	Iteration 55Q: 3 clusters Score -6045767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -6045773.500000 Penalty: 3253.363037
	Iteration 56Q: 3 clusters Score -6045774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -6045774.500000 Penalty: 3253.363037
	Iteration 57Q: 3 clusters Score -6045774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -6045786.000000 Penalty: 3253.363037
	Iteration 58Q: 3 clusters Score -6045786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6045782.000000 Penalty: 3253.363037
	Iteration 59Q: 3 clusters Score -6045782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -6045783.000000 Penalty: 3253.363037
	Iteration 60F: 3 clusters Score -6045783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -6045780.000000 Penalty: 3253.363037
	Iteration 61Q: 3 clusters Score -6045780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -6045783.000000 Penalty: 3253.363037
	Iteration 62Q: 3 clusters Score -6045783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -6045782.500000 Penalty: 3253.363037
	Iteration 63Q: 3 clusters Score -6045782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -6045793.000000 Penalty: 3253.363037
	Iteration 64Q: 3 clusters Score -6045793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -6045792.000000 Penalty: 3253.363037
	Iteration 65Q: 3 clusters Score -6045792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -6045786.500000 Penalty: 3253.363037
	Iteration 66Q: 3 clusters Score -6045786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -6045789.500000 Penalty: 3253.363037
	Iteration 67Q: 3 clusters Score -6045790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -6045791.000000 Penalty: 3253.363037
	Iteration 68Q: 3 clusters Score -6045791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -6045791.000000 Penalty: 3253.363037
	Iteration 69Q: 3 clusters Score -6045791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -6045792.500000 Penalty: 3253.363037
	Iteration 70Q: 3 clusters Score -6045792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -6045788.500000 Penalty: 3253.363037
	Iteration 71Q: 3 clusters Score -6045788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -6045796.500000 Penalty: 3253.363037
	Iteration 72Q: 3 clusters Score -6045796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -6045800.500000 Penalty: 3253.363037
	Iteration 73Q: 3 clusters Score -6045800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -6045797.000000 Penalty: 3253.363037
	Iteration 74Q: 3 clusters Score -6045797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -6045797.500000 Penalty: 3253.363037
	Iteration 75Q: 3 clusters Score -6045798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -6045798.500000 Penalty: 3253.363037
	Iteration 76Q: 3 clusters Score -6045798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -6045802.500000 Penalty: 3253.363037
	Iteration 77Q: 3 clusters Score -6045802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -6045803.000000 Penalty: 3253.363037
	Iteration 78Q: 3 clusters Score -6045803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -6045798.000000 Penalty: 3253.363037
	Iteration 79Q: 3 clusters Score -6045798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -6045799.000000 Penalty: 3253.363037
	Iteration 80F: 3 clusters Score -6045799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -6045800.500000 Penalty: 3253.363037
	Iteration 81Q: 3 clusters Score -6045800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -6045800.500000 Penalty: 3253.363037
	Iteration 82F: 3 clusters Score -6045800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -83798.539062 Penalty: 999.429321
	Iteration 0F: 2 clusters Score -83798.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82658.164062 Penalty: 1998.858643
	Iteration 0F: 3 clusters Score -82658.16 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82938.414062 Penalty: 1998.858643
	Iteration 1F: 3 clusters Score -82938.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83021.632812 Penalty: 1998.858643
	Iteration 2F: 3 clusters Score -83021.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83058.054688 Penalty: 1998.858643
	Iteration 3Q: 3 clusters Score -83058.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83095.257812 Penalty: 1998.858643
	Iteration 4Q: 3 clusters Score -83095.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83114.187500 Penalty: 1998.858643
	Iteration 5Q: 3 clusters Score -83114.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83133.656250 Penalty: 1998.858643
	Iteration 6Q: 3 clusters Score -83133.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83158.601562 Penalty: 1998.858643
	Iteration 7Q: 3 clusters Score -83158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83169.078125 Penalty: 1998.858643
	Iteration 8Q: 3 clusters Score -83169.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83175.234375 Penalty: 1998.858643
	Iteration 9Q: 3 clusters Score -83175.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -83179.914062 Penalty: 1998.858643
	Iteration 10Q: 3 clusters Score -83179.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83189.625000 Penalty: 1998.858643
	Iteration 11Q: 3 clusters Score -83189.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83195.945312 Penalty: 1998.858643
	Iteration 12Q: 3 clusters Score -83195.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83199.125000 Penalty: 1998.858643
	Iteration 13Q: 3 clusters Score -83199.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83201.765625 Penalty: 1998.858643
	Iteration 14Q: 3 clusters Score -83201.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83201.765625 Penalty: 1998.858643
	Iteration 15F: 3 clusters Score -83201.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Entering Unmasked Estep 
Score: -2466648.500000 Penalty: 1488.172485
	Iteration 0F: 2 clusters Score -2466648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2452210.750000 Penalty: 2976.344971
	Iteration 0F: 3 clusters Score -2452211 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2457674.250000 Penalty: 2976.344971
	Iteration 1F: 3 clusters Score -2457674 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2458310.750000 Penalty: 2976.344971
	Iteration 2F: 3 clusters Score -2458311 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2458972.250000 Penalty: 2976.344971
	Iteration 3F: 3 clusters Score -2458972 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2459586.500000 Penalty: 2976.344971
	Iteration 4F: 3 clusters Score -2459586 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2460197.750000 Penalty: 2976.344971
	Iteration 5F: 3 clusters Score -2460198 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2460721.750000 Penalty: 2976.344971
	Iteration 6Q: 3 clusters Score -2460722 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2461141.750000 Penalty: 2976.344971
	Iteration 7Q: 3 clusters Score -2461142 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2461532.750000 Penalty: 2976.344971
	Iteration 8Q: 3 clusters Score -2461533 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2461870.250000 Penalty: 2976.344971
	Iteration 9Q: 3 clusters Score -2461870 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2462130.250000 Penalty: 2976.344971
	Iteration 10Q: 3 clusters Score -2462130 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2462356.500000 Penalty: 2976.344971
	Iteration 11Q: 3 clusters Score -2462356 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2462600.250000 Penalty: 2976.344971
	Iteration 12Q: 3 clusters Score -2462600 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2462858.500000 Penalty: 2976.344971
	Iteration 13Q: 3 clusters Score -2462858 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2463116.750000 Penalty: 2976.344971
	Iteration 14Q: 3 clusters Score -2463117 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2463382.500000 Penalty: 2976.344971
	Iteration 15Q: 3 clusters Score -2463382 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2463632.000000 Penalty: 2976.344971
	Iteration 16Q: 3 clusters Score -2463632 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2463910.500000 Penalty: 2976.344971
	Iteration 17Q: 3 clusters Score -2463910 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2464176.000000 Penalty: 2976.344971
	Iteration 18Q: 3 clusters Score -2464176 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2464443.250000 Penalty: 2976.344971
	Iteration 19Q: 3 clusters Score -2464443 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2464687.750000 Penalty: 2976.344971
	Iteration 20F: 3 clusters Score -2464688 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2464935.250000 Penalty: 2976.344971
	Iteration 21Q: 3 clusters Score -2464935 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2465167.000000 Penalty: 2976.344971
	Iteration 22Q: 3 clusters Score -2465167 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2465298.000000 Penalty: 2976.344971
	Iteration 23Q: 3 clusters Score -2465298 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2465392.750000 Penalty: 2976.344971
	Iteration 24Q: 3 clusters Score -2465393 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2465441.250000 Penalty: 2976.344971
	Iteration 25Q: 3 clusters Score -2465441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2465484.000000 Penalty: 2976.344971
	Iteration 26Q: 3 clusters Score -2465484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2465506.000000 Penalty: 2976.344971
	Iteration 27Q: 3 clusters Score -2465506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2465531.250000 Penalty: 2976.344971
	Iteration 28Q: 3 clusters Score -2465531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2465555.000000 Penalty: 2976.344971
	Iteration 29Q: 3 clusters Score -2465555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2465562.750000 Penalty: 2976.344971
	Iteration 30Q: 3 clusters Score -2465563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2465574.000000 Penalty: 2976.344971
	Iteration 31Q: 3 clusters Score -2465574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2465588.250000 Penalty: 2976.344971
	Iteration 32Q: 3 clusters Score -2465588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2465599.500000 Penalty: 2976.344971
	Iteration 33Q: 3 clusters Score -2465600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2465606.750000 Penalty: 2976.344971
	Iteration 34Q: 3 clusters Score -2465607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2465614.250000 Penalty: 2976.344971
	Iteration 35Q: 3 clusters Score -2465614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2465617.750000 Penalty: 2976.344971
	Iteration 36Q: 3 clusters Score -2465618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2465618.750000 Penalty: 2976.344971
	Iteration 37Q: 3 clusters Score -2465619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2465620.000000 Penalty: 2976.344971
	Iteration 38Q: 3 clusters Score -2465620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2465620.250000 Penalty: 2976.344971
	Iteration 39Q: 3 clusters Score -2465620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2465618.750000 Penalty: 2976.344971
	Iteration 40F: 3 clusters Score -2465619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Entering Unmasked Estep 
Score: -4179790.250000 Penalty: 1567.116455
	Iteration 0F: 2 clusters Score -4179790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4155533.000000 Penalty: 3134.232910
	Iteration 0F: 3 clusters Score -4155533 nChanged 16953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4164778.750000 Penalty: 3134.232910
	Iteration 1F: 3 clusters Score -4164779 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4165405.000000 Penalty: 3134.232910
	Iteration 2Q: 3 clusters Score -4165405 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4165990.250000 Penalty: 3134.232910
	Iteration 3Q: 3 clusters Score -4165990 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4166562.750000 Penalty: 3134.232910
	Iteration 4Q: 3 clusters Score -4166563 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -4167145.250000 Penalty: 3134.232910
	Iteration 5Q: 3 clusters Score -4167145 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4167768.500000 Penalty: 3134.232910
	Iteration 6Q: 3 clusters Score -4167768 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4168431.000000 Penalty: 3134.232910
	Iteration 7Q: 3 clusters Score -4168431 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4169219.500000 Penalty: 3134.232910
	Iteration 8Q: 3 clusters Score -4169220 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -4170217.750000 Penalty: 3134.232910
	Iteration 9F: 3 clusters Score -4170218 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -4171428.500000 Penalty: 3134.232910
	Iteration 10F: 3 clusters Score -4171428 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -4172798.000000 Penalty: 3134.232910
	Iteration 11F: 3 clusters Score -4172798 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -4174134.000000 Penalty: 3134.232910
	Iteration 12Q: 3 clusters Score -4174134 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -4175341.750000 Penalty: 3134.232910
	Iteration 13Q: 3 clusters Score -4175342 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -4176219.000000 Penalty: 3134.232910
	Iteration 14Q: 3 clusters Score -4176219 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4176876.500000 Penalty: 3134.232910
	Iteration 15Q: 3 clusters Score -4176876 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4177317.000000 Penalty: 3134.232910
	Iteration 16Q: 3 clusters Score -4177317 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4177619.500000 Penalty: 3134.232910
	Iteration 17Q: 3 clusters Score -4177620 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4177858.500000 Penalty: 3134.232910
	Iteration 18Q: 3 clusters Score -4177858 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4178010.500000 Penalty: 3134.232910
	Iteration 19Q: 3 clusters Score -4178010 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4178108.250000 Penalty: 3134.232910
	Iteration 20F: 3 clusters Score -4178108 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4178208.750000 Penalty: 3134.232910
	Iteration 21Q: 3 clusters Score -4178209 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4178263.500000 Penalty: 3134.232910
	Iteration 22Q: 3 clusters Score -4178264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4178302.750000 Penalty: 3134.232910
	Iteration 23Q: 3 clusters Score -4178303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4178335.000000 Penalty: 3134.232910
	Iteration 24Q: 3 clusters Score -4178335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4178359.250000 Penalty: 3134.232910
	Iteration 25Q: 3 clusters Score -4178359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4178379.750000 Penalty: 3134.232910
	Iteration 26Q: 3 clusters Score -4178380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4178396.500000 Penalty: 3134.232910
	Iteration 27Q: 3 clusters Score -4178396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4178421.500000 Penalty: 3134.232910
	Iteration 28Q: 3 clusters Score -4178422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4178439.000000 Penalty: 3134.232910
	Iteration 29Q: 3 clusters Score -4178439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4178451.500000 Penalty: 3134.232910
	Iteration 30Q: 3 clusters Score -4178452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4178470.000000 Penalty: 3134.232910
	Iteration 31Q: 3 clusters Score -4178470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4178487.250000 Penalty: 3134.232910
	Iteration 32Q: 3 clusters Score -4178487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4178502.250000 Penalty: 3134.232910
	Iteration 33Q: 3 clusters Score -4178502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4178527.000000 Penalty: 3134.232910
	Iteration 34Q: 3 clusters Score -4178527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4178550.250000 Penalty: 3134.232910
	Iteration 35Q: 3 clusters Score -4178550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4178563.000000 Penalty: 3134.232910
	Iteration 36Q: 3 clusters Score -4178563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4178566.000000 Penalty: 3134.232910
	Iteration 37Q: 3 clusters Score -4178566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4178569.750000 Penalty: 3134.232910
	Iteration 38Q: 3 clusters Score -4178570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4178573.750000 Penalty: 3134.232910
	Iteration 39Q: 3 clusters Score -4178574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4178578.250000 Penalty: 3134.232910
	Iteration 40F: 3 clusters Score -4178578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4178585.000000 Penalty: 3134.232910
	Iteration 41Q: 3 clusters Score -4178585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4178582.750000 Penalty: 3134.232910
	Iteration 42Q: 3 clusters Score -4178583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4178587.250000 Penalty: 3134.232910
	Iteration 43Q: 3 clusters Score -4178587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4178591.500000 Penalty: 3134.232910
	Iteration 44Q: 3 clusters Score -4178592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4178594.250000 Penalty: 3134.232910
	Iteration 45Q: 3 clusters Score -4178594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4178594.250000 Penalty: 3134.232910
	Iteration 46F: 3 clusters Score -4178594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -716533.625000 Penalty: 1297.191040
	Iteration 0F: 2 clusters Score -716533.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -712196.312500 Penalty: 2594.382080
	Iteration 0F: 3 clusters Score -712196.3 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -713464.812500 Penalty: 2594.382080
	Iteration 1F: 3 clusters Score -713464.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -713686.625000 Penalty: 2594.382080
	Iteration 2F: 3 clusters Score -713686.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -713822.187500 Penalty: 2594.382080
	Iteration 3Q: 3 clusters Score -713822.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -713920.125000 Penalty: 2594.382080
	Iteration 4Q: 3 clusters Score -713920.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -713995.000000 Penalty: 2594.382080
	Iteration 5Q: 3 clusters Score -713995 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -714046.937500 Penalty: 2594.382080
	Iteration 6Q: 3 clusters Score -714046.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -714100.562500 Penalty: 2594.382080
	Iteration 7Q: 3 clusters Score -714100.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -714149.312500 Penalty: 2594.382080
	Iteration 8Q: 3 clusters Score -714149.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -714185.250000 Penalty: 2594.382080
	Iteration 9Q: 3 clusters Score -714185.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -714229.937500 Penalty: 2594.382080
	Iteration 10Q: 3 clusters Score -714229.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -714284.312500 Penalty: 2594.382080
	Iteration 11Q: 3 clusters Score -714284.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -714347.437500 Penalty: 2594.382080
	Iteration 12Q: 3 clusters Score -714347.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -714410.312500 Penalty: 2594.382080
	Iteration 13Q: 3 clusters Score -714410.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -714479.875000 Penalty: 2594.382080
	Iteration 14Q: 3 clusters Score -714479.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -714561.250000 Penalty: 2594.382080
	Iteration 15Q: 3 clusters Score -714561.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -714647.812500 Penalty: 2594.382080
	Iteration 16Q: 3 clusters Score -714647.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -714727.812500 Penalty: 2594.382080
	Iteration 17Q: 3 clusters Score -714727.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -714793.750000 Penalty: 2594.382080
	Iteration 18Q: 3 clusters Score -714793.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -714871.125000 Penalty: 2594.382080
	Iteration 19Q: 3 clusters Score -714871.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -714944.812500 Penalty: 2594.382080
	Iteration 20F: 3 clusters Score -714944.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -715016.625000 Penalty: 2594.382080
	Iteration 21Q: 3 clusters Score -715016.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -715093.062500 Penalty: 2594.382080
	Iteration 22Q: 3 clusters Score -715093.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -715155.812500 Penalty: 2594.382080
	Iteration 23Q: 3 clusters Score -715155.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -715212.562500 Penalty: 2594.382080
	Iteration 24Q: 3 clusters Score -715212.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -715261.250000 Penalty: 2594.382080
	Iteration 25Q: 3 clusters Score -715261.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -715305.000000 Penalty: 2594.382080
	Iteration 26Q: 3 clusters Score -715305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -715340.062500 Penalty: 2594.382080
	Iteration 27Q: 3 clusters Score -715340.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -715365.937500 Penalty: 2594.382080
	Iteration 28Q: 3 clusters Score -715365.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -715386.250000 Penalty: 2594.382080
	Iteration 29Q: 3 clusters Score -715386.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -715400.250000 Penalty: 2594.382080
	Iteration 30Q: 3 clusters Score -715400.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -715419.687500 Penalty: 2594.382080
	Iteration 31Q: 3 clusters Score -715419.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -715442.875000 Penalty: 2594.382080
	Iteration 32Q: 3 clusters Score -715442.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -715460.187500 Penalty: 2594.382080
	Iteration 33Q: 3 clusters Score -715460.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -715481.375000 Penalty: 2594.382080
	Iteration 34Q: 3 clusters Score -715481.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -715494.875000 Penalty: 2594.382080
	Iteration 35Q: 3 clusters Score -715494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -715502.562500 Penalty: 2594.382080
	Iteration 36Q: 3 clusters Score -715502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -715505.937500 Penalty: 2594.382080
	Iteration 37Q: 3 clusters Score -715505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -715509.625000 Penalty: 2594.382080
	Iteration 38Q: 3 clusters Score -715509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -715513.250000 Penalty: 2594.382080
	Iteration 39Q: 3 clusters Score -715513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -715516.312500 Penalty: 2594.382080
	Iteration 40F: 3 clusters Score -715516.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -715521.312500 Penalty: 2594.382080
	Iteration 41Q: 3 clusters Score -715521.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -715525.375000 Penalty: 2594.382080
	Iteration 42Q: 3 clusters Score -715525.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -715525.687500 Penalty: 2594.382080
	Iteration 43Q: 3 clusters Score -715525.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -715527.312500 Penalty: 2594.382080
	Iteration 44Q: 3 clusters Score -715527.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -715531.562500 Penalty: 2594.382080
	Iteration 45Q: 3 clusters Score -715531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -715531.875000 Penalty: 2594.382080
	Iteration 46Q: 3 clusters Score -715531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -715534.187500 Penalty: 2594.382080
	Iteration 47Q: 3 clusters Score -715534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -715535.312500 Penalty: 2594.382080
	Iteration 48Q: 3 clusters Score -715535.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -715541.625000 Penalty: 2594.382080
	Iteration 49Q: 3 clusters Score -715541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -715549.000000 Penalty: 2594.382080
	Iteration 50Q: 3 clusters Score -715549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -715551.750000 Penalty: 2594.382080
	Iteration 51Q: 3 clusters Score -715551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -715555.750000 Penalty: 2594.382080
	Iteration 52Q: 3 clusters Score -715555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -715556.937500 Penalty: 2594.382080
	Iteration 53Q: 3 clusters Score -715556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -715557.875000 Penalty: 2594.382080
	Iteration 54Q: 3 clusters Score -715557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -715557.875000 Penalty: 2594.382080
	Iteration 55F: 3 clusters Score -715557.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -186574.906250 Penalty: 1109.692261
	Iteration 0F: 2 clusters Score -186574.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -184881.750000 Penalty: 2219.384521
	Iteration 0F: 3 clusters Score -184881.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -185246.656250 Penalty: 2219.384521
	Iteration 1F: 3 clusters Score -185246.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -185368.640625 Penalty: 2219.384521
	Iteration 2F: 3 clusters Score -185368.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -185430.921875 Penalty: 2219.384521
	Iteration 3Q: 3 clusters Score -185430.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -185460.078125 Penalty: 2219.384521
	Iteration 4Q: 3 clusters Score -185460.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185487.656250 Penalty: 2219.384521
	Iteration 5Q: 3 clusters Score -185487.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -185505.718750 Penalty: 2219.384521
	Iteration 6Q: 3 clusters Score -185505.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -185512.812500 Penalty: 2219.384521
	Iteration 7Q: 3 clusters Score -185512.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -185528.406250 Penalty: 2219.384521
	Iteration 8Q: 3 clusters Score -185528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185536.031250 Penalty: 2219.384521
	Iteration 9Q: 3 clusters Score -185536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -185540.984375 Penalty: 2219.384521
	Iteration 10Q: 3 clusters Score -185541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185543.984375 Penalty: 2219.384521
	Iteration 11Q: 3 clusters Score -185544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -185545.484375 Penalty: 2219.384521
	Iteration 12Q: 3 clusters Score -185545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -185548.703125 Penalty: 2219.384521
	Iteration 13Q: 3 clusters Score -185548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185553.546875 Penalty: 2219.384521
	Iteration 14Q: 3 clusters Score -185553.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -185555.031250 Penalty: 2219.384521
	Iteration 15Q: 3 clusters Score -185555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -185555.484375 Penalty: 2219.384521
	Iteration 16Q: 3 clusters Score -185555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185557.828125 Penalty: 2219.384521
	Iteration 17Q: 3 clusters Score -185557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -185559.703125 Penalty: 2219.384521
	Iteration 18Q: 3 clusters Score -185559.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -185561.437500 Penalty: 2219.384521
	Iteration 19Q: 3 clusters Score -185561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -185562.062500 Penalty: 2219.384521
	Iteration 20F: 3 clusters Score -185562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1688271.375000 Penalty: 1431.751587
	Iteration 0F: 2 clusters Score -1688271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1678368.125000 Penalty: 2863.503174
	Iteration 0F: 3 clusters Score -1678368 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1681750.125000 Penalty: 2863.503174
	Iteration 1F: 3 clusters Score -1681750 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1682124.875000 Penalty: 2863.503174
	Iteration 2F: 3 clusters Score -1682125 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1682434.750000 Penalty: 2863.503174
	Iteration 3Q: 3 clusters Score -1682435 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1682692.000000 Penalty: 2863.503174
	Iteration 4Q: 3 clusters Score -1682692 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1682952.500000 Penalty: 2863.503174
	Iteration 5Q: 3 clusters Score -1682952 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1683267.125000 Penalty: 2863.503174
	Iteration 6Q: 3 clusters Score -1683267 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1683608.375000 Penalty: 2863.503174
	Iteration 7Q: 3 clusters Score -1683608 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1684032.500000 Penalty: 2863.503174
	Iteration 8Q: 3 clusters Score -1684032 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1684566.375000 Penalty: 2863.503174
	Iteration 9F: 3 clusters Score -1684566 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1685143.000000 Penalty: 2863.503174
	Iteration 10F: 3 clusters Score -1685143 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1685728.875000 Penalty: 2863.503174
	Iteration 11F: 3 clusters Score -1685729 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1686256.875000 Penalty: 2863.503174
	Iteration 12Q: 3 clusters Score -1686257 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1686637.250000 Penalty: 2863.503174
	Iteration 13Q: 3 clusters Score -1686637 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1686863.750000 Penalty: 2863.503174
	Iteration 14Q: 3 clusters Score -1686864 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1686981.750000 Penalty: 2863.503174
	Iteration 15Q: 3 clusters Score -1686982 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1687049.750000 Penalty: 2863.503174
	Iteration 16Q: 3 clusters Score -1687050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1687108.750000 Penalty: 2863.503174
	Iteration 17Q: 3 clusters Score -1687109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1687141.875000 Penalty: 2863.503174
	Iteration 18Q: 3 clusters Score -1687142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1687167.875000 Penalty: 2863.503174
	Iteration 19Q: 3 clusters Score -1687168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1687199.750000 Penalty: 2863.503174
	Iteration 20F: 3 clusters Score -1687200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1687210.875000 Penalty: 2863.503174
	Iteration 21Q: 3 clusters Score -1687211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1687221.375000 Penalty: 2863.503174
	Iteration 22Q: 3 clusters Score -1687221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1687222.125000 Penalty: 2863.503174
	Iteration 23Q: 3 clusters Score -1687222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1687230.125000 Penalty: 2863.503174
	Iteration 24Q: 3 clusters Score -1687230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1687229.500000 Penalty: 2863.503174
	Iteration 25Q: 3 clusters Score -1687230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1687232.125000 Penalty: 2863.503174
	Iteration 26Q: 3 clusters Score -1687232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1687232.125000 Penalty: 2863.503174
	Iteration 27Q: 3 clusters Score -1687232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1687232.125000 Penalty: 2863.503174
	Iteration 28F: 3 clusters Score -1687232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Entering Unmasked Estep 
Score: -2982622.000000 Penalty: 1516.721069
	Iteration 0F: 2 clusters Score -2982622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2965195.750000 Penalty: 3033.442139
	Iteration 0F: 3 clusters Score -2965196 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2971733.500000 Penalty: 3033.442139
	Iteration 1F: 3 clusters Score -2971734 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2972377.000000 Penalty: 3033.442139
	Iteration 2F: 3 clusters Score -2972377 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2973033.750000 Penalty: 3033.442139
	Iteration 3F: 3 clusters Score -2973034 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2973659.250000 Penalty: 3033.442139
	Iteration 4F: 3 clusters Score -2973659 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2974356.250000 Penalty: 3033.442139
	Iteration 5F: 3 clusters Score -2974356 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2975099.750000 Penalty: 3033.442139
	Iteration 6F: 3 clusters Score -2975100 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2975928.750000 Penalty: 3033.442139
	Iteration 7F: 3 clusters Score -2975929 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2976793.000000 Penalty: 3033.442139
	Iteration 8F: 3 clusters Score -2976793 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2977659.750000 Penalty: 3033.442139
	Iteration 9Q: 3 clusters Score -2977660 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2978558.750000 Penalty: 3033.442139
	Iteration 10Q: 3 clusters Score -2978559 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2979375.750000 Penalty: 3033.442139
	Iteration 11Q: 3 clusters Score -2979376 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2979992.250000 Penalty: 3033.442139
	Iteration 12Q: 3 clusters Score -2979992 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2980400.000000 Penalty: 3033.442139
	Iteration 13Q: 3 clusters Score -2980400 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2980741.250000 Penalty: 3033.442139
	Iteration 14Q: 3 clusters Score -2980741 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2980956.000000 Penalty: 3033.442139
	Iteration 15Q: 3 clusters Score -2980956 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2981100.000000 Penalty: 3033.442139
	Iteration 16Q: 3 clusters Score -2981100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2981189.250000 Penalty: 3033.442139
	Iteration 17Q: 3 clusters Score -2981189 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2981237.000000 Penalty: 3033.442139
	Iteration 18Q: 3 clusters Score -2981237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2981275.250000 Penalty: 3033.442139
	Iteration 19Q: 3 clusters Score -2981275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2981309.250000 Penalty: 3033.442139
	Iteration 20F: 3 clusters Score -2981309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2981335.750000 Penalty: 3033.442139
	Iteration 21Q: 3 clusters Score -2981336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2981354.000000 Penalty: 3033.442139
	Iteration 22Q: 3 clusters Score -2981354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2981363.250000 Penalty: 3033.442139
	Iteration 23Q: 3 clusters Score -2981363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2981373.750000 Penalty: 3033.442139
	Iteration 24Q: 3 clusters Score -2981374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2981381.000000 Penalty: 3033.442139
	Iteration 25Q: 3 clusters Score -2981381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2981385.250000 Penalty: 3033.442139
	Iteration 26Q: 3 clusters Score -2981385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2981391.500000 Penalty: 3033.442139
	Iteration 27Q: 3 clusters Score -2981392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2981411.000000 Penalty: 3033.442139
	Iteration 28Q: 3 clusters Score -2981411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2981421.000000 Penalty: 3033.442139
	Iteration 29Q: 3 clusters Score -2981421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2981431.750000 Penalty: 3033.442139
	Iteration 30Q: 3 clusters Score -2981432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2981440.250000 Penalty: 3033.442139
	Iteration 31Q: 3 clusters Score -2981440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2981445.000000 Penalty: 3033.442139
	Iteration 32Q: 3 clusters Score -2981445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2981449.750000 Penalty: 3033.442139
	Iteration 33Q: 3 clusters Score -2981450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2981449.750000 Penalty: 3033.442139
	Iteration 34F: 3 clusters Score -2981450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93459 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10832 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29854 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 38150 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 55938 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6110 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957016.000000 Penalty: 60297.722656
Iteration 279Q: 31 clusters Score -7.895702e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19723 members 
Mstep: Class 6 contains 93455 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10832 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29853 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 38150 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 55938 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6112 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957048.000000 Penalty: 60297.722656
Iteration 280F: 31 clusters Score -7.895705e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93448 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10835 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29851 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 38150 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 55935 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6121 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957048.000000 Penalty: 60297.722656
Iteration 281Q: 31 clusters Score -7.895705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19721 members 
Mstep: Class 6 contains 93442 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10835 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29850 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 38152 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 55943 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6119 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957032.000000 Penalty: 60297.722656
Iteration 282Q: 31 clusters Score -7.895703e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19721 members 
Mstep: Class 6 contains 93436 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10838 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29849 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38155 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 55943 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6122 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956992.000000 Penalty: 60297.722656
Iteration 283Q: 31 clusters Score -7.895699e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19722 members 
Mstep: Class 6 contains 93433 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10840 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29845 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38155 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 55944 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6125 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956976.000000 Penalty: 60297.722656
Iteration 284Q: 31 clusters Score -7.895698e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19721 members 
Mstep: Class 6 contains 93429 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10844 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29842 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38155 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 55945 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6129 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956984.000000 Penalty: 60297.722656
Iteration 285Q: 31 clusters Score -7.895698e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19721 members 
Mstep: Class 6 contains 93423 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10844 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29839 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38156 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 55951 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6133 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956976.000000 Penalty: 60297.722656
Iteration 286Q: 31 clusters Score -7.895698e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19721 members 
Mstep: Class 6 contains 93423 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10844 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29834 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38155 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1634 members 
Mstep: Class 23 contains 55949 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6140 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957000.000000 Penalty: 60297.722656
Iteration 287Q: 31 clusters Score -7.8957e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19720 members 
Mstep: Class 6 contains 93414 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10842 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29833 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 38156 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1633 members 
Mstep: Class 23 contains 55953 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956968.000000 Penalty: 60297.722656
Iteration 288Q: 31 clusters Score -7.895697e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26481 members 
Mstep: Class 5 contains 19718 members 
Mstep: Class 6 contains 93401 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10845 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29833 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 38155 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 55955 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956904.000000 Penalty: 60297.722656
Iteration 289Q: 31 clusters Score -7.89569e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19716 members 
Mstep: Class 6 contains 93388 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10849 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29832 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 38154 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 55966 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956888.000000 Penalty: 60297.722656
Iteration 290Q: 31 clusters Score -7.895689e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19715 members 
Mstep: Class 6 contains 93375 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40740 members 
Mstep: Class 9 contains 10851 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29832 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 38154 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1631 members 
Mstep: Class 23 contains 55980 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956848.000000 Penalty: 60297.722656
Iteration 291Q: 31 clusters Score -7.895685e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19714 members 
Mstep: Class 6 contains 93356 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10859 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29833 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 38153 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 55984 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6163 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956816.000000 Penalty: 60297.722656
Iteration 292Q: 31 clusters Score -7.895682e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19713 members 
Mstep: Class 6 contains 93338 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10855 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29834 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38153 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1628 members 
Mstep: Class 23 contains 55993 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956848.000000 Penalty: 60297.722656
Iteration 293Q: 31 clusters Score -7.895685e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19713 members 
Mstep: Class 6 contains 93321 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29835 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 38153 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 56008 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6175 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956824.000000 Penalty: 60297.722656
Iteration 294Q: 31 clusters Score -7.895682e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19713 members 
Mstep: Class 6 contains 93304 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29833 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 38155 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1625 members 
Mstep: Class 23 contains 56023 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6176 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956824.000000 Penalty: 60297.722656
Iteration 295Q: 31 clusters Score -7.895682e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19713 members 
Mstep: Class 6 contains 93300 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10858 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29833 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38156 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 56029 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6174 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956832.000000 Penalty: 60297.722656
Iteration 296Q: 31 clusters Score -7.895683e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19712 members 
Mstep: Class 6 contains 93293 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10850 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29832 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38154 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 56053 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6168 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956856.000000 Penalty: 60297.722656
Iteration 297Q: 31 clusters Score -7.895686e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19710 members 
Mstep: Class 6 contains 93292 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10847 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29830 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38153 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 56073 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956888.000000 Penalty: 60297.722656
Iteration 298Q: 31 clusters Score -7.895689e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19710 members 
Mstep: Class 6 contains 93283 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10845 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29830 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38152 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 56083 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6157 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956896.000000 Penalty: 60297.722656
Iteration 299Q: 31 clusters Score -7.89569e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19710 members 
Mstep: Class 6 contains 93269 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10840 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29831 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38153 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 56098 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956968.000000 Penalty: 60297.722656
Iteration 300F: 31 clusters Score -7.895697e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 19710 members 
Mstep: Class 6 contains 93251 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10836 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29834 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38153 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 56116 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956960.000000 Penalty: 60297.722656
Iteration 301Q: 31 clusters Score -7.895696e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26481 members 
Mstep: Class 5 contains 19710 members 
Mstep: Class 6 contains 93246 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29830 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38154 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 56128 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6158 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957000.000000 Penalty: 60297.722656
Iteration 302Q: 31 clusters Score -7.8957e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19708 members 
Mstep: Class 6 contains 93237 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29830 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 38155 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 56154 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6146 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957032.000000 Penalty: 60297.722656
Iteration 303Q: 31 clusters Score -7.895703e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19705 members 
Mstep: Class 6 contains 93236 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40742 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29835 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3290 members 
Mstep: Class 19 contains 38151 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40220 members 
Mstep: Class 22 contains 1622 members 
Mstep: Class 23 contains 56171 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6135 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957000.000000 Penalty: 60297.722656
Iteration 304Q: 31 clusters Score -7.8957e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19703 members 
Mstep: Class 6 contains 93236 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40742 members 
Mstep: Class 9 contains 10823 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29834 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3290 members 
Mstep: Class 19 contains 38150 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40221 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 56189 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6118 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957008.000000 Penalty: 60297.722656
Iteration 305Q: 31 clusters Score -7.895701e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19702 members 
Mstep: Class 6 contains 93237 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40742 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29835 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3290 members 
Mstep: Class 19 contains 38149 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1626 members 
Mstep: Class 23 contains 56214 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 6093 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956992.000000 Penalty: 60297.722656
Iteration 306Q: 31 clusters Score -7.895699e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19700 members 
Mstep: Class 6 contains 93236 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40743 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29834 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3296 members 
Mstep: Class 19 contains 38147 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1622 members 
Mstep: Class 23 contains 56227 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 6079 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957064.000000 Penalty: 60297.722656
Iteration 307Q: 31 clusters Score -7.895706e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19698 members 
Mstep: Class 6 contains 93232 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40744 members 
Mstep: Class 9 contains 10823 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29835 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 38145 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1619 members 
Mstep: Class 23 contains 56244 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78956984.000000 Penalty: 60297.722656
Iteration 308Q: 31 clusters Score -7.895698e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26482 members 
Mstep: Class 5 contains 19698 members 
Mstep: Class 6 contains 93218 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40744 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29839 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1624 members 
Mstep: Class 23 contains 56258 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6073 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957016.000000 Penalty: 60297.722656
Iteration 309Q: 31 clusters Score -7.895702e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19698 members 
Mstep: Class 6 contains 93206 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40744 members 
Mstep: Class 9 contains 10819 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29839 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 38142 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1618 members 
Mstep: Class 23 contains 56266 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957096.000000 Penalty: 60297.722656
Iteration 310Q: 31 clusters Score -7.89571e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19698 members 
Mstep: Class 6 contains 93191 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40744 members 
Mstep: Class 9 contains 10821 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29842 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 38142 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1616 members 
Mstep: Class 23 contains 56272 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6085 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957128.000000 Penalty: 60297.722656
Iteration 311Q: 31 clusters Score -7.895713e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19697 members 
Mstep: Class 6 contains 93171 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40744 members 
Mstep: Class 9 contains 10820 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29848 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3296 members 
Mstep: Class 19 contains 38144 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1610 members 
Mstep: Class 23 contains 56270 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37483 members 
Mstep: Class 27 contains 6100 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957120.000000 Penalty: 60297.722656
Iteration 312Q: 31 clusters Score -7.895712e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19695 members 
Mstep: Class 6 contains 93151 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40745 members 
Mstep: Class 9 contains 10819 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29858 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 38141 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1602 members 
Mstep: Class 23 contains 56267 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 6118 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957184.000000 Penalty: 60297.722656
Iteration 313Q: 31 clusters Score -7.895718e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19692 members 
Mstep: Class 6 contains 93117 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40746 members 
Mstep: Class 9 contains 10824 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29864 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3313 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1592 members 
Mstep: Class 23 contains 56274 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 6135 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957184.000000 Penalty: 60297.722656
Iteration 314Q: 31 clusters Score -7.895718e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19692 members 
Mstep: Class 6 contains 93083 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40746 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29870 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 19 contains 38142 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1586 members 
Mstep: Class 23 contains 56279 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37484 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957216.000000 Penalty: 60297.722656
Iteration 315Q: 31 clusters Score -7.895722e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19692 members 
Mstep: Class 6 contains 93062 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40746 members 
Mstep: Class 9 contains 10836 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29866 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 38143 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1576 members 
Mstep: Class 23 contains 56289 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37485 members 
Mstep: Class 27 contains 6165 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957280.000000 Penalty: 60297.722656
Iteration 316Q: 31 clusters Score -7.895728e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19691 members 
Mstep: Class 6 contains 93039 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40746 members 
Mstep: Class 9 contains 10846 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29859 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3332 members 
Mstep: Class 19 contains 38140 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1561 members 
Mstep: Class 23 contains 56293 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37486 members 
Mstep: Class 27 contains 6182 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957264.000000 Penalty: 60297.722656
Iteration 317Q: 31 clusters Score -7.895726e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19691 members 
Mstep: Class 6 contains 93013 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40746 members 
Mstep: Class 9 contains 10859 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27932 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29857 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3336 members 
Mstep: Class 19 contains 38137 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40222 members 
Mstep: Class 22 contains 1545 members 
Mstep: Class 23 contains 56308 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37488 members 
Mstep: Class 27 contains 6189 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957248.000000 Penalty: 60297.722656
Iteration 318Q: 31 clusters Score -7.895725e+07 nChanged 250
Entering ConstructFrom: 
Score: -78957248.000000 Penalty: 60297.722656
Entering ConstructFrom: 
Trying to split cluster 1 (65402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Entering Unmasked Estep 
Score: -7162584.500000 Penalty: 1649.940308
	Iteration 0F: 2 clusters Score -7162584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -7119928.500000 Penalty: 3299.880615
	Iteration 0F: 3 clusters Score -7119928 nChanged 30699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -7137251.000000 Penalty: 3299.880615
	Iteration 1F: 3 clusters Score -7137251 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -7138196.000000 Penalty: 3299.880615
	Iteration 2Q: 3 clusters Score -7138196 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -7139088.000000 Penalty: 3299.880615
	Iteration 3Q: 3 clusters Score -7139088 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -7140042.000000 Penalty: 3299.880615
	Iteration 4Q: 3 clusters Score -7140042 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -7141094.000000 Penalty: 3299.880615
	Iteration 5Q: 3 clusters Score -7141094 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -7142375.000000 Penalty: 3299.880615
	Iteration 6Q: 3 clusters Score -7142375 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -7143660.500000 Penalty: 3299.880615
	Iteration 7Q: 3 clusters Score -7143660 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -7145014.500000 Penalty: 3299.880615
	Iteration 8Q: 3 clusters Score -7145014 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -7146318.000000 Penalty: 3299.880615
	Iteration 9Q: 3 clusters Score -7146318 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -7147398.000000 Penalty: 3299.880615
	Iteration 10Q: 3 clusters Score -7147398 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -7148471.500000 Penalty: 3299.880615
	Iteration 11Q: 3 clusters Score -7148472 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -7149652.000000 Penalty: 3299.880615
	Iteration 12Q: 3 clusters Score -7149652 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -7150861.000000 Penalty: 3299.880615
	Iteration 13Q: 3 clusters Score -7150861 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -7152294.500000 Penalty: 3299.880615
	Iteration 14Q: 3 clusters Score -7152294 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -7153885.000000 Penalty: 3299.880615
	Iteration 15Q: 3 clusters Score -7153885 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -7155519.000000 Penalty: 3299.880615
	Iteration 16Q: 3 clusters Score -7155519 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -7156953.000000 Penalty: 3299.880615
	Iteration 17Q: 3 clusters Score -7156953 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -7158260.000000 Penalty: 3299.880615
	Iteration 18Q: 3 clusters Score -7158260 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -7159273.500000 Penalty: 3299.880615
	Iteration 19Q: 3 clusters Score -7159274 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -7160066.500000 Penalty: 3299.880615
	Iteration 20F: 3 clusters Score -7160066 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -7160603.500000 Penalty: 3299.880615
	Iteration 21Q: 3 clusters Score -7160604 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -7160987.000000 Penalty: 3299.880615
	Iteration 22Q: 3 clusters Score -7160987 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -7161216.500000 Penalty: 3299.880615
	Iteration 23Q: 3 clusters Score -7161216 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -7161407.000000 Penalty: 3299.880615
	Iteration 24Q: 3 clusters Score -7161407 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -7161533.500000 Penalty: 3299.880615
	Iteration 25Q: 3 clusters Score -7161534 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -7161613.500000 Penalty: 3299.880615
	Iteration 26Q: 3 clusters Score -7161614 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -7161663.500000 Penalty: 3299.880615
	Iteration 27Q: 3 clusters Score -7161664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -7161689.500000 Penalty: 3299.880615
	Iteration 28Q: 3 clusters Score -7161690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -7161702.500000 Penalty: 3299.880615
	Iteration 29Q: 3 clusters Score -7161702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -7161711.500000 Penalty: 3299.880615
	Iteration 30Q: 3 clusters Score -7161712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -7161729.000000 Penalty: 3299.880615
	Iteration 31Q: 3 clusters Score -7161729 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -7161746.500000 Penalty: 3299.880615
	Iteration 32Q: 3 clusters Score -7161746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -7161759.500000 Penalty: 3299.880615
	Iteration 33Q: 3 clusters Score -7161760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -7161782.000000 Penalty: 3299.880615
	Iteration 34Q: 3 clusters Score -7161782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -7161779.500000 Penalty: 3299.880615
	Iteration 35Q: 3 clusters Score -7161780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -7161791.000000 Penalty: 3299.880615
	Iteration 36Q: 3 clusters Score -7161791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -7161795.000000 Penalty: 3299.880615
	Iteration 37Q: 3 clusters Score -7161795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -7161808.500000 Penalty: 3299.880615
	Iteration 38Q: 3 clusters Score -7161808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -7161821.000000 Penalty: 3299.880615
	Iteration 39Q: 3 clusters Score -7161821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -7161827.000000 Penalty: 3299.880615
	Iteration 40F: 3 clusters Score -7161827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -7161841.000000 Penalty: 3299.880615
	Iteration 41Q: 3 clusters Score -7161841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -7161848.000000 Penalty: 3299.880615
	Iteration 42Q: 3 clusters Score -7161848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -7161852.500000 Penalty: 3299.880615
	Iteration 43Q: 3 clusters Score -7161852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -7161862.500000 Penalty: 3299.880615
	Iteration 44Q: 3 clusters Score -7161862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -7161862.000000 Penalty: 3299.880615
	Iteration 45Q: 3 clusters Score -7161862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -7161861.500000 Penalty: 3299.880615
	Iteration 46Q: 3 clusters Score -7161862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -7161862.000000 Penalty: 3299.880615
	Iteration 47Q: 3 clusters Score -7161862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -7161862.500000 Penalty: 3299.880615
	Iteration 48Q: 3 clusters Score -7161862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -7161861.500000 Penalty: 3299.880615
	Iteration 49Q: 3 clusters Score -7161862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -7161866.500000 Penalty: 3299.880615
	Iteration 50Q: 3 clusters Score -7161866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -7161864.500000 Penalty: 3299.880615
	Iteration 51Q: 3 clusters Score -7161864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -7161864.000000 Penalty: 3299.880615
	Iteration 52Q: 3 clusters Score -7161864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -7161866.500000 Penalty: 3299.880615
	Iteration 53Q: 3 clusters Score -7161866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -7161873.000000 Penalty: 3299.880615
	Iteration 54Q: 3 clusters Score -7161873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -7161876.500000 Penalty: 3299.880615
	Iteration 55Q: 3 clusters Score -7161876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -7161872.500000 Penalty: 3299.880615
	Iteration 56Q: 3 clusters Score -7161872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -7161878.500000 Penalty: 3299.880615
	Iteration 57Q: 3 clusters Score -7161878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -7161876.500000 Penalty: 3299.880615
	Iteration 58Q: 3 clusters Score -7161876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -7161877.500000 Penalty: 3299.880615
	Iteration 59Q: 3 clusters Score -7161878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -7161871.500000 Penalty: 3299.880615
	Iteration 60F: 3 clusters Score -7161872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -7161872.000000 Penalty: 3299.880615
	Iteration 61Q: 3 clusters Score -7161872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -7161870.000000 Penalty: 3299.880615
	Iteration 62Q: 3 clusters Score -7161870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -7161870.000000 Penalty: 3299.880615
	Iteration 63F: 3 clusters Score -7161870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -253878.828125 Penalty: 1158.638916
	Iteration 0F: 2 clusters Score -253878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -251796.796875 Penalty: 2317.277832
	Iteration 0F: 3 clusters Score -251796.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -252320.140625 Penalty: 2317.277832
	Iteration 1F: 3 clusters Score -252320.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -252454.468750 Penalty: 2317.277832
	Iteration 2F: 3 clusters Score -252454.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -252530.437500 Penalty: 2317.277832
	Iteration 3Q: 3 clusters Score -252530.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -252582.781250 Penalty: 2317.277832
	Iteration 4Q: 3 clusters Score -252582.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -252612.578125 Penalty: 2317.277832
	Iteration 5Q: 3 clusters Score -252612.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -252627.671875 Penalty: 2317.277832
	Iteration 6Q: 3 clusters Score -252627.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -252638.421875 Penalty: 2317.277832
	Iteration 7Q: 3 clusters Score -252638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -252643.359375 Penalty: 2317.277832
	Iteration 8Q: 3 clusters Score -252643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -252648.406250 Penalty: 2317.277832
	Iteration 9Q: 3 clusters Score -252648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -252653.140625 Penalty: 2317.277832
	Iteration 10Q: 3 clusters Score -252653.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -252657.046875 Penalty: 2317.277832
	Iteration 11Q: 3 clusters Score -252657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -252661.171875 Penalty: 2317.277832
	Iteration 12Q: 3 clusters Score -252661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -252664.484375 Penalty: 2317.277832
	Iteration 13Q: 3 clusters Score -252664.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -252668.109375 Penalty: 2317.277832
	Iteration 14Q: 3 clusters Score -252668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -252670.937500 Penalty: 2317.277832
	Iteration 15Q: 3 clusters Score -252670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -252672.875000 Penalty: 2317.277832
	Iteration 16Q: 3 clusters Score -252672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -252674.250000 Penalty: 2317.277832
	Iteration 17Q: 3 clusters Score -252674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -252675.203125 Penalty: 2317.277832
	Iteration 18Q: 3 clusters Score -252675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -252675.437500 Penalty: 2317.277832
	Iteration 19Q: 3 clusters Score -252675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -252675.593750 Penalty: 2317.277832
	Iteration 20F: 3 clusters Score -252675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -252676.078125 Penalty: 2317.277832
	Iteration 21Q: 3 clusters Score -252676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -252677.656250 Penalty: 2317.277832
	Iteration 22Q: 3 clusters Score -252677.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -252677.671875 Penalty: 2317.277832
	Iteration 23Q: 3 clusters Score -252677.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -252677.671875 Penalty: 2317.277832
	Iteration 24F: 3 clusters Score -252677.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -158578.671875 Penalty: 1087.610840
	Iteration 0F: 2 clusters Score -158578.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157023.078125 Penalty: 2175.221680
	Iteration 0F: 3 clusters Score -157023.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -157412.843750 Penalty: 2175.221680
	Iteration 1F: 3 clusters Score -157412.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -157497.796875 Penalty: 2175.221680
	Iteration 2F: 3 clusters Score -157497.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157542.156250 Penalty: 2175.221680
	Iteration 3Q: 3 clusters Score -157542.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -157563.531250 Penalty: 2175.221680
	Iteration 4Q: 3 clusters Score -157563.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -157577.375000 Penalty: 2175.221680
	Iteration 5Q: 3 clusters Score -157577.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -157589.468750 Penalty: 2175.221680
	Iteration 6Q: 3 clusters Score -157589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -157600.437500 Penalty: 2175.221680
	Iteration 7Q: 3 clusters Score -157600.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -157614.453125 Penalty: 2175.221680
	Iteration 8Q: 3 clusters Score -157614.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -157627.156250 Penalty: 2175.221680
	Iteration 9Q: 3 clusters Score -157627.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157636.421875 Penalty: 2175.221680
	Iteration 10Q: 3 clusters Score -157636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -157644.671875 Penalty: 2175.221680
	Iteration 11Q: 3 clusters Score -157644.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157648.625000 Penalty: 2175.221680
	Iteration 12Q: 3 clusters Score -157648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157654.328125 Penalty: 2175.221680
	Iteration 13Q: 3 clusters Score -157654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157664.281250 Penalty: 2175.221680
	Iteration 14Q: 3 clusters Score -157664.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157674.531250 Penalty: 2175.221680
	Iteration 15Q: 3 clusters Score -157674.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157679.937500 Penalty: 2175.221680
	Iteration 16Q: 3 clusters Score -157679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157684.281250 Penalty: 2175.221680
	Iteration 17Q: 3 clusters Score -157684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157687.796875 Penalty: 2175.221680
	Iteration 18Q: 3 clusters Score -157687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -157690.156250 Penalty: 2175.221680
	Iteration 19Q: 3 clusters Score -157690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -157691.218750 Penalty: 2175.221680
	Iteration 20F: 3 clusters Score -157691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157693.031250 Penalty: 2175.221680
	Iteration 21Q: 3 clusters Score -157693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157694.328125 Penalty: 2175.221680
	Iteration 22Q: 3 clusters Score -157694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157694.578125 Penalty: 2175.221680
	Iteration 23Q: 3 clusters Score -157694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157694.578125 Penalty: 2175.221680
	Iteration 24F: 3 clusters Score -157694.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Entering Unmasked Estep 
Score: -2951831.500000 Penalty: 1515.417725
	Iteration 0F: 2 clusters Score -2951832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2934517.250000 Penalty: 3030.835449
	Iteration 0F: 3 clusters Score -2934517 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2940896.000000 Penalty: 3030.835449
	Iteration 1F: 3 clusters Score -2940896 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2941356.000000 Penalty: 3030.835449
	Iteration 2F: 3 clusters Score -2941356 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2941710.750000 Penalty: 3030.835449
	Iteration 3Q: 3 clusters Score -2941711 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2942053.750000 Penalty: 3030.835449
	Iteration 4Q: 3 clusters Score -2942054 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2942387.500000 Penalty: 3030.835449
	Iteration 5Q: 3 clusters Score -2942388 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2942739.000000 Penalty: 3030.835449
	Iteration 6Q: 3 clusters Score -2942739 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2943211.000000 Penalty: 3030.835449
	Iteration 7Q: 3 clusters Score -2943211 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2943861.500000 Penalty: 3030.835449
	Iteration 8Q: 3 clusters Score -2943862 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2944712.250000 Penalty: 3030.835449
	Iteration 9F: 3 clusters Score -2944712 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2945791.750000 Penalty: 3030.835449
	Iteration 10F: 3 clusters Score -2945792 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2946901.250000 Penalty: 3030.835449
	Iteration 11F: 3 clusters Score -2946901 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2947994.500000 Penalty: 3030.835449
	Iteration 12F: 3 clusters Score -2947994 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2948831.250000 Penalty: 3030.835449
	Iteration 13Q: 3 clusters Score -2948831 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2949518.750000 Penalty: 3030.835449
	Iteration 14Q: 3 clusters Score -2949519 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2949992.250000 Penalty: 3030.835449
	Iteration 15Q: 3 clusters Score -2949992 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2950265.500000 Penalty: 3030.835449
	Iteration 16Q: 3 clusters Score -2950266 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2950466.000000 Penalty: 3030.835449
	Iteration 17Q: 3 clusters Score -2950466 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2950609.000000 Penalty: 3030.835449
	Iteration 18Q: 3 clusters Score -2950609 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2950701.750000 Penalty: 3030.835449
	Iteration 19Q: 3 clusters Score -2950702 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2950752.750000 Penalty: 3030.835449
	Iteration 20F: 3 clusters Score -2950753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2950791.250000 Penalty: 3030.835449
	Iteration 21Q: 3 clusters Score -2950791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2950826.250000 Penalty: 3030.835449
	Iteration 22Q: 3 clusters Score -2950826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2950834.750000 Penalty: 3030.835449
	Iteration 23Q: 3 clusters Score -2950835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2950858.750000 Penalty: 3030.835449
	Iteration 24Q: 3 clusters Score -2950859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2950856.000000 Penalty: 3030.835449
	Iteration 25Q: 3 clusters Score -2950856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2950868.250000 Penalty: 3030.835449
	Iteration 26Q: 3 clusters Score -2950868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2950886.250000 Penalty: 3030.835449
	Iteration 27Q: 3 clusters Score -2950886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2950912.250000 Penalty: 3030.835449
	Iteration 28Q: 3 clusters Score -2950912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2950914.500000 Penalty: 3030.835449
	Iteration 29Q: 3 clusters Score -2950914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2950924.750000 Penalty: 3030.835449
	Iteration 30Q: 3 clusters Score -2950925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2950931.000000 Penalty: 3030.835449
	Iteration 31Q: 3 clusters Score -2950931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2950938.500000 Penalty: 3030.835449
	Iteration 32Q: 3 clusters Score -2950938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2950949.500000 Penalty: 3030.835449
	Iteration 33Q: 3 clusters Score -2950950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2950948.750000 Penalty: 3030.835449
	Iteration 34Q: 3 clusters Score -2950949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2950954.500000 Penalty: 3030.835449
	Iteration 35Q: 3 clusters Score -2950954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2950956.750000 Penalty: 3030.835449
	Iteration 36Q: 3 clusters Score -2950957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2950961.500000 Penalty: 3030.835449
	Iteration 37Q: 3 clusters Score -2950962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2950962.250000 Penalty: 3030.835449
	Iteration 38Q: 3 clusters Score -2950962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2950970.750000 Penalty: 3030.835449
	Iteration 39Q: 3 clusters Score -2950971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2950976.250000 Penalty: 3030.835449
	Iteration 40F: 3 clusters Score -2950976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2950979.250000 Penalty: 3030.835449
	Iteration 41Q: 3 clusters Score -2950979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2950981.250000 Penalty: 3030.835449
	Iteration 42Q: 3 clusters Score -2950981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2950983.250000 Penalty: 3030.835449
	Iteration 43Q: 3 clusters Score -2950983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2950988.000000 Penalty: 3030.835449
	Iteration 44Q: 3 clusters Score -2950988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2950992.500000 Penalty: 3030.835449
	Iteration 45Q: 3 clusters Score -2950992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2950998.000000 Penalty: 3030.835449
	Iteration 46Q: 3 clusters Score -2950998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2951004.250000 Penalty: 3030.835449
	Iteration 47Q: 3 clusters Score -2951004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2951010.250000 Penalty: 3030.835449
	Iteration 48Q: 3 clusters Score -2951010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2951012.250000 Penalty: 3030.835449
	Iteration 49Q: 3 clusters Score -2951012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2951011.500000 Penalty: 3030.835449
	Iteration 50Q: 3 clusters Score -2951012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2951016.250000 Penalty: 3030.835449
	Iteration 51Q: 3 clusters Score -2951016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2951022.000000 Penalty: 3030.835449
	Iteration 52Q: 3 clusters Score -2951022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2951029.500000 Penalty: 3030.835449
	Iteration 53Q: 3 clusters Score -2951030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2951032.250000 Penalty: 3030.835449
	Iteration 54Q: 3 clusters Score -2951032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2951032.250000 Penalty: 3030.835449
	Iteration 55Q: 3 clusters Score -2951032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2951031.500000 Penalty: 3030.835449
	Iteration 56Q: 3 clusters Score -2951032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2951033.000000 Penalty: 3030.835449
	Iteration 57Q: 3 clusters Score -2951033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2951033.000000 Penalty: 3030.835449
	Iteration 58F: 3 clusters Score -2951033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Entering Unmasked Estep 
Score: -1986433.375000 Penalty: 1471.307007
	Iteration 0F: 2 clusters Score -1986433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1973585.375000 Penalty: 2942.614014
	Iteration 0F: 3 clusters Score -1973585 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1978179.125000 Penalty: 2942.614014
	Iteration 1F: 3 clusters Score -1978179 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1978548.625000 Penalty: 2942.614014
	Iteration 2F: 3 clusters Score -1978549 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1978813.750000 Penalty: 2942.614014
	Iteration 3Q: 3 clusters Score -1978814 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1979033.750000 Penalty: 2942.614014
	Iteration 4Q: 3 clusters Score -1979034 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1979197.875000 Penalty: 2942.614014
	Iteration 5Q: 3 clusters Score -1979198 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1979337.125000 Penalty: 2942.614014
	Iteration 6Q: 3 clusters Score -1979337 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1979455.750000 Penalty: 2942.614014
	Iteration 7Q: 3 clusters Score -1979456 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1979578.875000 Penalty: 2942.614014
	Iteration 8Q: 3 clusters Score -1979579 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1979714.250000 Penalty: 2942.614014
	Iteration 9Q: 3 clusters Score -1979714 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1979871.000000 Penalty: 2942.614014
	Iteration 10Q: 3 clusters Score -1979871 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1980057.250000 Penalty: 2942.614014
	Iteration 11Q: 3 clusters Score -1980057 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1980307.625000 Penalty: 2942.614014
	Iteration 12Q: 3 clusters Score -1980308 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1980605.250000 Penalty: 2942.614014
	Iteration 13Q: 3 clusters Score -1980605 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1981024.625000 Penalty: 2942.614014
	Iteration 14Q: 3 clusters Score -1981025 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1981630.250000 Penalty: 2942.614014
	Iteration 15Q: 3 clusters Score -1981630 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1982385.750000 Penalty: 2942.614014
	Iteration 16F: 3 clusters Score -1982386 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1983173.125000 Penalty: 2942.614014
	Iteration 17F: 3 clusters Score -1983173 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1983906.125000 Penalty: 2942.614014
	Iteration 18Q: 3 clusters Score -1983906 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1984457.125000 Penalty: 2942.614014
	Iteration 19Q: 3 clusters Score -1984457 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -1984816.250000 Penalty: 2942.614014
	Iteration 20F: 3 clusters Score -1984816 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -1985044.125000 Penalty: 2942.614014
	Iteration 21Q: 3 clusters Score -1985044 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1985174.875000 Penalty: 2942.614014
	Iteration 22Q: 3 clusters Score -1985175 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1985271.500000 Penalty: 2942.614014
	Iteration 23Q: 3 clusters Score -1985272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1985334.500000 Penalty: 2942.614014
	Iteration 24Q: 3 clusters Score -1985334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1985369.875000 Penalty: 2942.614014
	Iteration 25Q: 3 clusters Score -1985370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1985387.750000 Penalty: 2942.614014
	Iteration 26Q: 3 clusters Score -1985388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -1985405.625000 Penalty: 2942.614014
	Iteration 27Q: 3 clusters Score -1985406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1985425.125000 Penalty: 2942.614014
	Iteration 28Q: 3 clusters Score -1985425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1985436.625000 Penalty: 2942.614014
	Iteration 29Q: 3 clusters Score -1985437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -1985442.375000 Penalty: 2942.614014
	Iteration 30Q: 3 clusters Score -1985442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1985453.375000 Penalty: 2942.614014
	Iteration 31Q: 3 clusters Score -1985453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1985454.875000 Penalty: 2942.614014
	Iteration 32Q: 3 clusters Score -1985455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1985454.875000 Penalty: 2942.614014
	Iteration 33F: 3 clusters Score -1985455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Entering Unmasked Estep 
Score: -10288021.000000 Penalty: 1702.286499
	Iteration 0F: 2 clusters Score -1.028802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -10226807.000000 Penalty: 3404.572998
	Iteration 0F: 3 clusters Score -1.022681e+07 nChanged 44066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -10252078.000000 Penalty: 3404.572998
	Iteration 1F: 3 clusters Score -1.025208e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -10253003.000000 Penalty: 3404.572998
	Iteration 2Q: 3 clusters Score -1.0253e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -10254237.000000 Penalty: 3404.572998
	Iteration 3Q: 3 clusters Score -1.025424e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -10255661.000000 Penalty: 3404.572998
	Iteration 4Q: 3 clusters Score -1.025566e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -10257526.000000 Penalty: 3404.572998
	Iteration 5Q: 3 clusters Score -1.025753e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -10259980.000000 Penalty: 3404.572998
	Iteration 6F: 3 clusters Score -1.025998e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -10262692.000000 Penalty: 3404.572998
	Iteration 7F: 3 clusters Score -1.026269e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -10265525.000000 Penalty: 3404.572998
	Iteration 8F: 3 clusters Score -1.026552e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -10268107.000000 Penalty: 3404.572998
	Iteration 9F: 3 clusters Score -1.026811e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -10270558.000000 Penalty: 3404.572998
	Iteration 10Q: 3 clusters Score -1.027056e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -10272843.000000 Penalty: 3404.572998
	Iteration 11Q: 3 clusters Score -1.027284e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -10274945.000000 Penalty: 3404.572998
	Iteration 12Q: 3 clusters Score -1.027494e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -10276479.000000 Penalty: 3404.572998
	Iteration 13Q: 3 clusters Score -1.027648e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -10277405.000000 Penalty: 3404.572998
	Iteration 14Q: 3 clusters Score -1.02774e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -10277931.000000 Penalty: 3404.572998
	Iteration 15Q: 3 clusters Score -1.027793e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -10278383.000000 Penalty: 3404.572998
	Iteration 16Q: 3 clusters Score -1.027838e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 70086 members 
Entering Unmasked Estep 
Score: -10278678.000000 Penalty: 3404.572998
	Iteration 17Q: 3 clusters Score -1.027868e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -10279004.000000 Penalty: 3404.572998
	Iteration 18Q: 3 clusters Score -1.0279e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -10279362.000000 Penalty: 3404.572998
	Iteration 19Q: 3 clusters Score -1.027936e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -10279684.000000 Penalty: 3404.572998
	Iteration 20F: 3 clusters Score -1.027968e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -10279992.000000 Penalty: 3404.572998
	Iteration 21Q: 3 clusters Score -1.027999e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -10280253.000000 Penalty: 3404.572998
	Iteration 22Q: 3 clusters Score -1.028025e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -10280562.000000 Penalty: 3404.572998
	Iteration 23Q: 3 clusters Score -1.028056e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -10280881.000000 Penalty: 3404.572998
	Iteration 24Q: 3 clusters Score -1.028088e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -10281203.000000 Penalty: 3404.572998
	Iteration 25Q: 3 clusters Score -1.02812e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -10281494.000000 Penalty: 3404.572998
	Iteration 26Q: 3 clusters Score -1.028149e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -10281849.000000 Penalty: 3404.572998
	Iteration 27Q: 3 clusters Score -1.028185e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -10282165.000000 Penalty: 3404.572998
	Iteration 28Q: 3 clusters Score -1.028216e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -10282522.000000 Penalty: 3404.572998
	Iteration 29Q: 3 clusters Score -1.028252e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -10282878.000000 Penalty: 3404.572998
	Iteration 30Q: 3 clusters Score -1.028288e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -10283249.000000 Penalty: 3404.572998
	Iteration 31Q: 3 clusters Score -1.028325e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -10283505.000000 Penalty: 3404.572998
	Iteration 32Q: 3 clusters Score -1.02835e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -10283819.000000 Penalty: 3404.572998
	Iteration 33Q: 3 clusters Score -1.028382e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -10284097.000000 Penalty: 3404.572998
	Iteration 34Q: 3 clusters Score -1.02841e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 87207 members 
Entering Unmasked Estep 
Score: -10284409.000000 Penalty: 3404.572998
	Iteration 35Q: 3 clusters Score -1.028441e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -10284650.000000 Penalty: 3404.572998
	Iteration 36Q: 3 clusters Score -1.028465e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -10284911.000000 Penalty: 3404.572998
	Iteration 37Q: 3 clusters Score -1.028491e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -10285175.000000 Penalty: 3404.572998
	Iteration 38Q: 3 clusters Score -1.028518e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -10285394.000000 Penalty: 3404.572998
	Iteration 39Q: 3 clusters Score -1.028539e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 89851 members 
Entering Unmasked Estep 
Score: -10285562.000000 Penalty: 3404.572998
	Iteration 40F: 3 clusters Score -1.028556e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -10285753.000000 Penalty: 3404.572998
	Iteration 41Q: 3 clusters Score -1.028575e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -10285941.000000 Penalty: 3404.572998
	Iteration 42Q: 3 clusters Score -1.028594e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 90783 members 
Entering Unmasked Estep 
Score: -10286056.000000 Penalty: 3404.572998
	Iteration 43Q: 3 clusters Score -1.028606e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -10286167.000000 Penalty: 3404.572998
	Iteration 44Q: 3 clusters Score -1.028617e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -10286240.000000 Penalty: 3404.572998
	Iteration 45Q: 3 clusters Score -1.028624e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 91289 members 
Entering Unmasked Estep 
Score: -10286301.000000 Penalty: 3404.572998
	Iteration 46Q: 3 clusters Score -1.02863e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 91395 members 
Entering Unmasked Estep 
Score: -10286348.000000 Penalty: 3404.572998
	Iteration 47Q: 3 clusters Score -1.028635e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -10286398.000000 Penalty: 3404.572998
	Iteration 48Q: 3 clusters Score -1.02864e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -10286455.000000 Penalty: 3404.572998
	Iteration 49Q: 3 clusters Score -1.028646e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 91631 members 
Entering Unmasked Estep 
Score: -10286473.000000 Penalty: 3404.572998
	Iteration 50Q: 3 clusters Score -1.028647e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -10286510.000000 Penalty: 3404.572998
	Iteration 51Q: 3 clusters Score -1.028651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -10286534.000000 Penalty: 3404.572998
	Iteration 52Q: 3 clusters Score -1.028653e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -10286566.000000 Penalty: 3404.572998
	Iteration 53Q: 3 clusters Score -1.028657e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 91799 members 
Entering Unmasked Estep 
Score: -10286587.000000 Penalty: 3404.572998
	Iteration 54Q: 3 clusters Score -1.028659e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -10286582.000000 Penalty: 3404.572998
	Iteration 55Q: 3 clusters Score -1.028658e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -10286603.000000 Penalty: 3404.572998
	Iteration 56Q: 3 clusters Score -1.02866e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
Score: -10286624.000000 Penalty: 3404.572998
	Iteration 57Q: 3 clusters Score -1.028662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 91908 members 
Entering Unmasked Estep 
Score: -10286635.000000 Penalty: 3404.572998
	Iteration 58Q: 3 clusters Score -1.028664e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -10286657.000000 Penalty: 3404.572998
	Iteration 59Q: 3 clusters Score -1.028666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -10286654.000000 Penalty: 3404.572998
	Iteration 60F: 3 clusters Score -1.028665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -10286664.000000 Penalty: 3404.572998
	Iteration 61Q: 3 clusters Score -1.028666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 91987 members 
Entering Unmasked Estep 
Score: -10286676.000000 Penalty: 3404.572998
	Iteration 62Q: 3 clusters Score -1.028668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -10286684.000000 Penalty: 3404.572998
	Iteration 63Q: 3 clusters Score -1.028668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -10286694.000000 Penalty: 3404.572998
	Iteration 64Q: 3 clusters Score -1.028669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 92050 members 
Entering Unmasked Estep 
Score: -10286728.000000 Penalty: 3404.572998
	Iteration 65Q: 3 clusters Score -1.028673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 92062 members 
Entering Unmasked Estep 
Score: -10286726.000000 Penalty: 3404.572998
	Iteration 66Q: 3 clusters Score -1.028673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -10286731.000000 Penalty: 3404.572998
	Iteration 67Q: 3 clusters Score -1.028673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 92087 members 
Entering Unmasked Estep 
Score: -10286739.000000 Penalty: 3404.572998
	Iteration 68Q: 3 clusters Score -1.028674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -10286745.000000 Penalty: 3404.572998
	Iteration 69Q: 3 clusters Score -1.028674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -10286752.000000 Penalty: 3404.572998
	Iteration 70Q: 3 clusters Score -1.028675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -10286747.000000 Penalty: 3404.572998
	Iteration 71Q: 3 clusters Score -1.028675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -10286750.000000 Penalty: 3404.572998
	Iteration 72Q: 3 clusters Score -1.028675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -10286747.000000 Penalty: 3404.572998
	Iteration 73Q: 3 clusters Score -1.028675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -10286744.000000 Penalty: 3404.572998
	Iteration 74Q: 3 clusters Score -1.028674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -10286746.000000 Penalty: 3404.572998
	Iteration 75Q: 3 clusters Score -1.028675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -10286754.000000 Penalty: 3404.572998
	Iteration 76Q: 3 clusters Score -1.028675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -10286752.000000 Penalty: 3404.572998
	Iteration 77Q: 3 clusters Score -1.028675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -10286743.000000 Penalty: 3404.572998
	Iteration 78Q: 3 clusters Score -1.028674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 92134 members 
Entering Unmasked Estep 
Score: -10286741.000000 Penalty: 3404.572998
	Iteration 79Q: 3 clusters Score -1.028674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -10286753.000000 Penalty: 3404.572998
	Iteration 80F: 3 clusters Score -1.028675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 92138 members 
Entering Unmasked Estep 
Score: -10286756.000000 Penalty: 3404.572998
	Iteration 81Q: 3 clusters Score -1.028676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -10286750.000000 Penalty: 3404.572998
	Iteration 82Q: 3 clusters Score -1.028675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 92146 members 
Entering Unmasked Estep 
Score: -10286744.000000 Penalty: 3404.572998
	Iteration 83Q: 3 clusters Score -1.028674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 92152 members 
Entering Unmasked Estep 
Score: -10286765.000000 Penalty: 3404.572998
	Iteration 84Q: 3 clusters Score -1.028676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -10286767.000000 Penalty: 3404.572998
	Iteration 85Q: 3 clusters Score -1.028677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -10286779.000000 Penalty: 3404.572998
	Iteration 86Q: 3 clusters Score -1.028678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -10286782.000000 Penalty: 3404.572998
	Iteration 87Q: 3 clusters Score -1.028678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 92185 members 
Entering Unmasked Estep 
Score: -10286778.000000 Penalty: 3404.572998
	Iteration 88Q: 3 clusters Score -1.028678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -10286784.000000 Penalty: 3404.572998
	Iteration 89Q: 3 clusters Score -1.028678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -10286794.000000 Penalty: 3404.572998
	Iteration 90Q: 3 clusters Score -1.028679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -10286794.000000 Penalty: 3404.572998
	Iteration 91F: 3 clusters Score -1.028679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Entering Unmasked Estep 
Score: -2124423.750000 Penalty: 1466.045654
	Iteration 0F: 2 clusters Score -2124424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2112096.500000 Penalty: 2932.091309
	Iteration 0F: 3 clusters Score -2112096 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2116555.000000 Penalty: 2932.091309
	Iteration 1F: 3 clusters Score -2116555 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2116967.750000 Penalty: 2932.091309
	Iteration 2F: 3 clusters Score -2116968 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2117268.500000 Penalty: 2932.091309
	Iteration 3Q: 3 clusters Score -2117268 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2117533.500000 Penalty: 2932.091309
	Iteration 4Q: 3 clusters Score -2117534 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2117770.000000 Penalty: 2932.091309
	Iteration 5Q: 3 clusters Score -2117770 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2118020.500000 Penalty: 2932.091309
	Iteration 6Q: 3 clusters Score -2118020 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2118259.000000 Penalty: 2932.091309
	Iteration 7Q: 3 clusters Score -2118259 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2118516.250000 Penalty: 2932.091309
	Iteration 8Q: 3 clusters Score -2118516 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2118833.250000 Penalty: 2932.091309
	Iteration 9Q: 3 clusters Score -2118833 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2119182.000000 Penalty: 2932.091309
	Iteration 10Q: 3 clusters Score -2119182 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2119597.000000 Penalty: 2932.091309
	Iteration 11Q: 3 clusters Score -2119597 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2120062.500000 Penalty: 2932.091309
	Iteration 12Q: 3 clusters Score -2120062 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2120618.500000 Penalty: 2932.091309
	Iteration 13Q: 3 clusters Score -2120618 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2121205.500000 Penalty: 2932.091309
	Iteration 14Q: 3 clusters Score -2121206 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2121779.000000 Penalty: 2932.091309
	Iteration 15Q: 3 clusters Score -2121779 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2122194.500000 Penalty: 2932.091309
	Iteration 16Q: 3 clusters Score -2122194 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2122494.250000 Penalty: 2932.091309
	Iteration 17Q: 3 clusters Score -2122494 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2122726.000000 Penalty: 2932.091309
	Iteration 18Q: 3 clusters Score -2122726 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2122872.500000 Penalty: 2932.091309
	Iteration 19Q: 3 clusters Score -2122872 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2122973.750000 Penalty: 2932.091309
	Iteration 20F: 3 clusters Score -2122974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2123036.250000 Penalty: 2932.091309
	Iteration 21Q: 3 clusters Score -2123036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2123086.000000 Penalty: 2932.091309
	Iteration 22Q: 3 clusters Score -2123086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2123122.500000 Penalty: 2932.091309
	Iteration 23Q: 3 clusters Score -2123122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2123158.750000 Penalty: 2932.091309
	Iteration 24Q: 3 clusters Score -2123159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2123188.250000 Penalty: 2932.091309
	Iteration 25Q: 3 clusters Score -2123188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2123207.250000 Penalty: 2932.091309
	Iteration 26Q: 3 clusters Score -2123207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2123231.500000 Penalty: 2932.091309
	Iteration 27Q: 3 clusters Score -2123232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2123243.000000 Penalty: 2932.091309
	Iteration 28Q: 3 clusters Score -2123243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2123260.500000 Penalty: 2932.091309
	Iteration 29Q: 3 clusters Score -2123260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2123274.250000 Penalty: 2932.091309
	Iteration 30Q: 3 clusters Score -2123274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2123281.250000 Penalty: 2932.091309
	Iteration 31Q: 3 clusters Score -2123281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2123287.250000 Penalty: 2932.091309
	Iteration 32Q: 3 clusters Score -2123287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2123287.250000 Penalty: 2932.091309
	Iteration 33Q: 3 clusters Score -2123287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2123293.750000 Penalty: 2932.091309
	Iteration 34Q: 3 clusters Score -2123294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2123298.250000 Penalty: 2932.091309
	Iteration 35Q: 3 clusters Score -2123298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2123306.000000 Penalty: 2932.091309
	Iteration 36Q: 3 clusters Score -2123306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2123311.250000 Penalty: 2932.091309
	Iteration 37Q: 3 clusters Score -2123311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2123317.250000 Penalty: 2932.091309
	Iteration 38Q: 3 clusters Score -2123317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2123319.000000 Penalty: 2932.091309
	Iteration 39Q: 3 clusters Score -2123319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2123320.000000 Penalty: 2932.091309
	Iteration 40F: 3 clusters Score -2123320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Entering Unmasked Estep 
Score: -4492948.000000 Penalty: 1579.532471
	Iteration 0F: 2 clusters Score -4492948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4466426.500000 Penalty: 3159.064941
	Iteration 0F: 3 clusters Score -4466426 nChanged 18629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4476883.000000 Penalty: 3159.064941
	Iteration 1F: 3 clusters Score -4476883 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4477632.500000 Penalty: 3159.064941
	Iteration 2Q: 3 clusters Score -4477632 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4478386.000000 Penalty: 3159.064941
	Iteration 3Q: 3 clusters Score -4478386 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4479134.500000 Penalty: 3159.064941
	Iteration 4Q: 3 clusters Score -4479134 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4479945.000000 Penalty: 3159.064941
	Iteration 5Q: 3 clusters Score -4479945 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4480744.000000 Penalty: 3159.064941
	Iteration 6Q: 3 clusters Score -4480744 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -4481581.500000 Penalty: 3159.064941
	Iteration 7Q: 3 clusters Score -4481582 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -4482442.500000 Penalty: 3159.064941
	Iteration 8Q: 3 clusters Score -4482442 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4483294.500000 Penalty: 3159.064941
	Iteration 9Q: 3 clusters Score -4483294 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -4484265.500000 Penalty: 3159.064941
	Iteration 10Q: 3 clusters Score -4484266 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -4485433.500000 Penalty: 3159.064941
	Iteration 11Q: 3 clusters Score -4485434 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4486829.000000 Penalty: 3159.064941
	Iteration 12Q: 3 clusters Score -4486829 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -4488263.000000 Penalty: 3159.064941
	Iteration 13Q: 3 clusters Score -4488263 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4489568.500000 Penalty: 3159.064941
	Iteration 14Q: 3 clusters Score -4489568 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4490569.000000 Penalty: 3159.064941
	Iteration 15Q: 3 clusters Score -4490569 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4491164.500000 Penalty: 3159.064941
	Iteration 16Q: 3 clusters Score -4491164 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4491484.000000 Penalty: 3159.064941
	Iteration 17Q: 3 clusters Score -4491484 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4491631.000000 Penalty: 3159.064941
	Iteration 18Q: 3 clusters Score -4491631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4491710.500000 Penalty: 3159.064941
	Iteration 19Q: 3 clusters Score -4491710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4491746.500000 Penalty: 3159.064941
	Iteration 20F: 3 clusters Score -4491746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4491767.500000 Penalty: 3159.064941
	Iteration 21Q: 3 clusters Score -4491768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4491786.000000 Penalty: 3159.064941
	Iteration 22Q: 3 clusters Score -4491786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4491794.000000 Penalty: 3159.064941
	Iteration 23Q: 3 clusters Score -4491794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4491795.500000 Penalty: 3159.064941
	Iteration 24Q: 3 clusters Score -4491796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4491803.000000 Penalty: 3159.064941
	Iteration 25Q: 3 clusters Score -4491803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4491800.500000 Penalty: 3159.064941
	Iteration 26Q: 3 clusters Score -4491800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4491804.000000 Penalty: 3159.064941
	Iteration 27Q: 3 clusters Score -4491804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4491805.000000 Penalty: 3159.064941
	Iteration 28Q: 3 clusters Score -4491805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4491805.000000 Penalty: 3159.064941
	Iteration 29F: 3 clusters Score -4491805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Entering Unmasked Estep 
Score: -1172369.375000 Penalty: 1382.815918
	Iteration 0F: 2 clusters Score -1172369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1165077.750000 Penalty: 2765.631836
	Iteration 0F: 3 clusters Score -1165078 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1167565.500000 Penalty: 2765.631836
	Iteration 1F: 3 clusters Score -1167566 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1167847.750000 Penalty: 2765.631836
	Iteration 2F: 3 clusters Score -1167848 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1168064.500000 Penalty: 2765.631836
	Iteration 3Q: 3 clusters Score -1168064 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1168242.750000 Penalty: 2765.631836
	Iteration 4Q: 3 clusters Score -1168243 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1168385.500000 Penalty: 2765.631836
	Iteration 5Q: 3 clusters Score -1168386 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1168516.875000 Penalty: 2765.631836
	Iteration 6Q: 3 clusters Score -1168517 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1168670.500000 Penalty: 2765.631836
	Iteration 7Q: 3 clusters Score -1168670 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1168807.750000 Penalty: 2765.631836
	Iteration 8Q: 3 clusters Score -1168808 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1168931.750000 Penalty: 2765.631836
	Iteration 9Q: 3 clusters Score -1168932 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1169036.875000 Penalty: 2765.631836
	Iteration 10Q: 3 clusters Score -1169037 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1169146.250000 Penalty: 2765.631836
	Iteration 11Q: 3 clusters Score -1169146 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1169280.625000 Penalty: 2765.631836
	Iteration 12Q: 3 clusters Score -1169281 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1169420.375000 Penalty: 2765.631836
	Iteration 13Q: 3 clusters Score -1169420 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1169557.500000 Penalty: 2765.631836
	Iteration 14Q: 3 clusters Score -1169558 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1169684.875000 Penalty: 2765.631836
	Iteration 15Q: 3 clusters Score -1169685 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1169817.250000 Penalty: 2765.631836
	Iteration 16Q: 3 clusters Score -1169817 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1169954.125000 Penalty: 2765.631836
	Iteration 17Q: 3 clusters Score -1169954 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1170079.375000 Penalty: 2765.631836
	Iteration 18Q: 3 clusters Score -1170079 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1170205.125000 Penalty: 2765.631836
	Iteration 19Q: 3 clusters Score -1170205 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1170328.750000 Penalty: 2765.631836
	Iteration 20F: 3 clusters Score -1170329 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1170459.750000 Penalty: 2765.631836
	Iteration 21Q: 3 clusters Score -1170460 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1170589.250000 Penalty: 2765.631836
	Iteration 22Q: 3 clusters Score -1170589 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1170731.875000 Penalty: 2765.631836
	Iteration 23Q: 3 clusters Score -1170732 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1170865.875000 Penalty: 2765.631836
	Iteration 24Q: 3 clusters Score -1170866 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1170978.875000 Penalty: 2765.631836
	Iteration 25Q: 3 clusters Score -1170979 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1171066.375000 Penalty: 2765.631836
	Iteration 26Q: 3 clusters Score -1171066 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1171141.250000 Penalty: 2765.631836
	Iteration 27Q: 3 clusters Score -1171141 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1171204.625000 Penalty: 2765.631836
	Iteration 28Q: 3 clusters Score -1171205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1171264.625000 Penalty: 2765.631836
	Iteration 29Q: 3 clusters Score -1171265 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1171306.000000 Penalty: 2765.631836
	Iteration 30Q: 3 clusters Score -1171306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1171324.625000 Penalty: 2765.631836
	Iteration 31Q: 3 clusters Score -1171325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1171340.875000 Penalty: 2765.631836
	Iteration 32Q: 3 clusters Score -1171341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1171353.250000 Penalty: 2765.631836
	Iteration 33Q: 3 clusters Score -1171353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1171364.750000 Penalty: 2765.631836
	Iteration 34Q: 3 clusters Score -1171365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1171369.375000 Penalty: 2765.631836
	Iteration 35Q: 3 clusters Score -1171369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1171376.500000 Penalty: 2765.631836
	Iteration 36Q: 3 clusters Score -1171376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1171380.625000 Penalty: 2765.631836
	Iteration 37Q: 3 clusters Score -1171381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1171385.375000 Penalty: 2765.631836
	Iteration 38Q: 3 clusters Score -1171385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1171392.875000 Penalty: 2765.631836
	Iteration 39Q: 3 clusters Score -1171393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1171396.000000 Penalty: 2765.631836
	Iteration 40F: 3 clusters Score -1171396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1171399.000000 Penalty: 2765.631836
	Iteration 41Q: 3 clusters Score -1171399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1171400.875000 Penalty: 2765.631836
	Iteration 42Q: 3 clusters Score -1171401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1171402.500000 Penalty: 2765.631836
	Iteration 43Q: 3 clusters Score -1171402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1171402.125000 Penalty: 2765.631836
	Iteration 44Q: 3 clusters Score -1171402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1171402.125000 Penalty: 2765.631836
	Iteration 45F: 3 clusters Score -1171402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Entering Unmasked Estep 
Score: -1988788.625000 Penalty: 1456.791138
	Iteration 0F: 2 clusters Score -1988789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1977046.500000 Penalty: 2913.582275
	Iteration 0F: 3 clusters Score -1977046 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1981362.500000 Penalty: 2913.582275
	Iteration 1F: 3 clusters Score -1981362 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1981960.125000 Penalty: 2913.582275
	Iteration 2F: 3 clusters Score -1981960 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1982548.875000 Penalty: 2913.582275
	Iteration 3F: 3 clusters Score -1982549 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1983098.000000 Penalty: 2913.582275
	Iteration 4F: 3 clusters Score -1983098 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1983708.125000 Penalty: 2913.582275
	Iteration 5F: 3 clusters Score -1983708 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1984262.000000 Penalty: 2913.582275
	Iteration 6F: 3 clusters Score -1984262 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1984730.250000 Penalty: 2913.582275
	Iteration 7F: 3 clusters Score -1984730 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1985098.500000 Penalty: 2913.582275
	Iteration 8Q: 3 clusters Score -1985098 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1985348.375000 Penalty: 2913.582275
	Iteration 9Q: 3 clusters Score -1985348 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1985526.750000 Penalty: 2913.582275
	Iteration 10Q: 3 clusters Score -1985527 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1985685.875000 Penalty: 2913.582275
	Iteration 11Q: 3 clusters Score -1985686 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1985833.250000 Penalty: 2913.582275
	Iteration 12Q: 3 clusters Score -1985833 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1985985.750000 Penalty: 2913.582275
	Iteration 13Q: 3 clusters Score -1985986 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1986136.500000 Penalty: 2913.582275
	Iteration 14Q: 3 clusters Score -1986136 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1986305.875000 Penalty: 2913.582275
	Iteration 15Q: 3 clusters Score -1986306 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1986487.750000 Penalty: 2913.582275
	Iteration 16Q: 3 clusters Score -1986488 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1986639.250000 Penalty: 2913.582275
	Iteration 17Q: 3 clusters Score -1986639 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1986778.500000 Penalty: 2913.582275
	Iteration 18Q: 3 clusters Score -1986778 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1986902.750000 Penalty: 2913.582275
	Iteration 19Q: 3 clusters Score -1986903 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1987016.500000 Penalty: 2913.582275
	Iteration 20F: 3 clusters Score -1987016 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1987096.125000 Penalty: 2913.582275
	Iteration 21Q: 3 clusters Score -1987096 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1987164.000000 Penalty: 2913.582275
	Iteration 22Q: 3 clusters Score -1987164 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1987220.500000 Penalty: 2913.582275
	Iteration 23Q: 3 clusters Score -1987220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1987262.375000 Penalty: 2913.582275
	Iteration 24Q: 3 clusters Score -1987262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1987299.375000 Penalty: 2913.582275
	Iteration 25Q: 3 clusters Score -1987299 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1987313.500000 Penalty: 2913.582275
	Iteration 26Q: 3 clusters Score -1987314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -1987337.500000 Penalty: 2913.582275
	Iteration 27Q: 3 clusters Score -1987338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1987353.625000 Penalty: 2913.582275
	Iteration 28Q: 3 clusters Score -1987354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1987377.500000 Penalty: 2913.582275
	Iteration 29Q: 3 clusters Score -1987378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1987395.875000 Penalty: 2913.582275
	Iteration 30Q: 3 clusters Score -1987396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1987405.875000 Penalty: 2913.582275
	Iteration 31Q: 3 clusters Score -1987406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1987409.500000 Penalty: 2913.582275
	Iteration 32Q: 3 clusters Score -1987410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1987421.875000 Penalty: 2913.582275
	Iteration 33Q: 3 clusters Score -1987422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1987433.625000 Penalty: 2913.582275
	Iteration 34Q: 3 clusters Score -1987434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1987446.375000 Penalty: 2913.582275
	Iteration 35Q: 3 clusters Score -1987446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1987458.125000 Penalty: 2913.582275
	Iteration 36Q: 3 clusters Score -1987458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1987469.125000 Penalty: 2913.582275
	Iteration 37Q: 3 clusters Score -1987469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1987470.375000 Penalty: 2913.582275
	Iteration 38Q: 3 clusters Score -1987470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1987473.000000 Penalty: 2913.582275
	Iteration 39Q: 3 clusters Score -1987473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1987479.750000 Penalty: 2913.582275
	Iteration 40F: 3 clusters Score -1987480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1987484.125000 Penalty: 2913.582275
	Iteration 41Q: 3 clusters Score -1987484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1987488.250000 Penalty: 2913.582275
	Iteration 42Q: 3 clusters Score -1987488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1987490.375000 Penalty: 2913.582275
	Iteration 43Q: 3 clusters Score -1987490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1987492.125000 Penalty: 2913.582275
	Iteration 44Q: 3 clusters Score -1987492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1987495.125000 Penalty: 2913.582275
	Iteration 45Q: 3 clusters Score -1987495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1987501.000000 Penalty: 2913.582275
	Iteration 46Q: 3 clusters Score -1987501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1987509.500000 Penalty: 2913.582275
	Iteration 47Q: 3 clusters Score -1987510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1987514.000000 Penalty: 2913.582275
	Iteration 48Q: 3 clusters Score -1987514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1987523.375000 Penalty: 2913.582275
	Iteration 49Q: 3 clusters Score -1987523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1987531.125000 Penalty: 2913.582275
	Iteration 50Q: 3 clusters Score -1987531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1987534.500000 Penalty: 2913.582275
	Iteration 51Q: 3 clusters Score -1987534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1987541.000000 Penalty: 2913.582275
	Iteration 52Q: 3 clusters Score -1987541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1987545.500000 Penalty: 2913.582275
	Iteration 53Q: 3 clusters Score -1987546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1987545.125000 Penalty: 2913.582275
	Iteration 54Q: 3 clusters Score -1987545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1987554.125000 Penalty: 2913.582275
	Iteration 55Q: 3 clusters Score -1987554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1987561.000000 Penalty: 2913.582275
	Iteration 56Q: 3 clusters Score -1987561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1987565.875000 Penalty: 2913.582275
	Iteration 57Q: 3 clusters Score -1987566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1987572.250000 Penalty: 2913.582275
	Iteration 58Q: 3 clusters Score -1987572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1987578.375000 Penalty: 2913.582275
	Iteration 59Q: 3 clusters Score -1987578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1987586.875000 Penalty: 2913.582275
	Iteration 60F: 3 clusters Score -1987587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1987599.750000 Penalty: 2913.582275
	Iteration 61Q: 3 clusters Score -1987600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1987610.000000 Penalty: 2913.582275
	Iteration 62Q: 3 clusters Score -1987610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1987610.125000 Penalty: 2913.582275
	Iteration 63Q: 3 clusters Score -1987610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1987614.625000 Penalty: 2913.582275
	Iteration 64Q: 3 clusters Score -1987615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1987618.625000 Penalty: 2913.582275
	Iteration 65Q: 3 clusters Score -1987619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1987622.500000 Penalty: 2913.582275
	Iteration 66Q: 3 clusters Score -1987622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1987620.500000 Penalty: 2913.582275
	Iteration 67Q: 3 clusters Score -1987620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1987618.750000 Penalty: 2913.582275
	Iteration 68Q: 3 clusters Score -1987619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1987619.000000 Penalty: 2913.582275
	Iteration 69Q: 3 clusters Score -1987619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1987617.625000 Penalty: 2913.582275
	Iteration 70Q: 3 clusters Score -1987618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1987619.625000 Penalty: 2913.582275
	Iteration 71Q: 3 clusters Score -1987620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1987621.250000 Penalty: 2913.582275
	Iteration 72Q: 3 clusters Score -1987621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1987621.500000 Penalty: 2913.582275
	Iteration 73Q: 3 clusters Score -1987622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1987621.625000 Penalty: 2913.582275
	Iteration 74Q: 3 clusters Score -1987622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1987624.250000 Penalty: 2913.582275
	Iteration 75Q: 3 clusters Score -1987624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1987624.375000 Penalty: 2913.582275
	Iteration 76Q: 3 clusters Score -1987624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1987624.250000 Penalty: 2913.582275
	Iteration 77Q: 3 clusters Score -1987624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1987621.750000 Penalty: 2913.582275
	Iteration 78Q: 3 clusters Score -1987622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1987622.875000 Penalty: 2913.582275
	Iteration 79Q: 3 clusters Score -1987623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1987624.250000 Penalty: 2913.582275
	Iteration 80F: 3 clusters Score -1987624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1987622.875000 Penalty: 2913.582275
	Iteration 81Q: 3 clusters Score -1987623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1987622.875000 Penalty: 2913.582275
	Iteration 82F: 3 clusters Score -1987623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -1961709.125000 Penalty: 1454.295776
	Iteration 0F: 2 clusters Score -1961709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1950257.125000 Penalty: 2908.591553
	Iteration 0F: 3 clusters Score -1950257 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1954321.875000 Penalty: 2908.591553
	Iteration 1F: 3 clusters Score -1954322 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1954719.250000 Penalty: 2908.591553
	Iteration 2F: 3 clusters Score -1954719 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1955028.000000 Penalty: 2908.591553
	Iteration 3Q: 3 clusters Score -1955028 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1955277.625000 Penalty: 2908.591553
	Iteration 4Q: 3 clusters Score -1955278 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1955502.375000 Penalty: 2908.591553
	Iteration 5Q: 3 clusters Score -1955502 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1955693.750000 Penalty: 2908.591553
	Iteration 6Q: 3 clusters Score -1955694 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1955856.875000 Penalty: 2908.591553
	Iteration 7Q: 3 clusters Score -1955857 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1956021.250000 Penalty: 2908.591553
	Iteration 8Q: 3 clusters Score -1956021 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1956170.500000 Penalty: 2908.591553
	Iteration 9Q: 3 clusters Score -1956170 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1956326.750000 Penalty: 2908.591553
	Iteration 10Q: 3 clusters Score -1956327 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1956487.875000 Penalty: 2908.591553
	Iteration 11Q: 3 clusters Score -1956488 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1956643.875000 Penalty: 2908.591553
	Iteration 12Q: 3 clusters Score -1956644 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1956813.375000 Penalty: 2908.591553
	Iteration 13Q: 3 clusters Score -1956813 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1956989.500000 Penalty: 2908.591553
	Iteration 14Q: 3 clusters Score -1956990 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1957160.500000 Penalty: 2908.591553
	Iteration 15Q: 3 clusters Score -1957160 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1957366.000000 Penalty: 2908.591553
	Iteration 16Q: 3 clusters Score -1957366 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1957604.500000 Penalty: 2908.591553
	Iteration 17Q: 3 clusters Score -1957604 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1957854.250000 Penalty: 2908.591553
	Iteration 18Q: 3 clusters Score -1957854 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1958117.375000 Penalty: 2908.591553
	Iteration 19Q: 3 clusters Score -1958117 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1958376.125000 Penalty: 2908.591553
	Iteration 20F: 3 clusters Score -1958376 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1958661.500000 Penalty: 2908.591553
	Iteration 21Q: 3 clusters Score -1958662 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1958918.875000 Penalty: 2908.591553
	Iteration 22Q: 3 clusters Score -1958919 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1959110.375000 Penalty: 2908.591553
	Iteration 23Q: 3 clusters Score -1959110 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1959233.750000 Penalty: 2908.591553
	Iteration 24Q: 3 clusters Score -1959234 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1959319.375000 Penalty: 2908.591553
	Iteration 25Q: 3 clusters Score -1959319 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1959385.500000 Penalty: 2908.591553
	Iteration 26Q: 3 clusters Score -1959386 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1959449.250000 Penalty: 2908.591553
	Iteration 27Q: 3 clusters Score -1959449 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1959515.250000 Penalty: 2908.591553
	Iteration 28Q: 3 clusters Score -1959515 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1959579.375000 Penalty: 2908.591553
	Iteration 29Q: 3 clusters Score -1959579 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1959632.125000 Penalty: 2908.591553
	Iteration 30Q: 3 clusters Score -1959632 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1959675.625000 Penalty: 2908.591553
	Iteration 31Q: 3 clusters Score -1959676 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1959730.625000 Penalty: 2908.591553
	Iteration 32Q: 3 clusters Score -1959731 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1959782.125000 Penalty: 2908.591553
	Iteration 33Q: 3 clusters Score -1959782 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1959831.625000 Penalty: 2908.591553
	Iteration 34Q: 3 clusters Score -1959832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1959879.625000 Penalty: 2908.591553
	Iteration 35Q: 3 clusters Score -1959880 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1959905.250000 Penalty: 2908.591553
	Iteration 36Q: 3 clusters Score -1959905 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1959930.125000 Penalty: 2908.591553
	Iteration 37Q: 3 clusters Score -1959930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1959952.875000 Penalty: 2908.591553
	Iteration 38Q: 3 clusters Score -1959953 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1959979.125000 Penalty: 2908.591553
	Iteration 39Q: 3 clusters Score -1959979 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1960000.000000 Penalty: 2908.591553
	Iteration 40F: 3 clusters Score -1960000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1960023.125000 Penalty: 2908.591553
	Iteration 41Q: 3 clusters Score -1960023 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1960044.625000 Penalty: 2908.591553
	Iteration 42Q: 3 clusters Score -1960045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1960063.000000 Penalty: 2908.591553
	Iteration 43Q: 3 clusters Score -1960063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1960064.000000 Penalty: 2908.591553
	Iteration 44Q: 3 clusters Score -1960064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1960084.000000 Penalty: 2908.591553
	Iteration 45Q: 3 clusters Score -1960084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1960097.750000 Penalty: 2908.591553
	Iteration 46Q: 3 clusters Score -1960098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1960110.000000 Penalty: 2908.591553
	Iteration 47Q: 3 clusters Score -1960110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1960121.375000 Penalty: 2908.591553
	Iteration 48Q: 3 clusters Score -1960121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1960136.875000 Penalty: 2908.591553
	Iteration 49Q: 3 clusters Score -1960137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1960146.250000 Penalty: 2908.591553
	Iteration 50Q: 3 clusters Score -1960146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1960158.000000 Penalty: 2908.591553
	Iteration 51Q: 3 clusters Score -1960158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1960164.375000 Penalty: 2908.591553
	Iteration 52Q: 3 clusters Score -1960164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1960175.375000 Penalty: 2908.591553
	Iteration 53Q: 3 clusters Score -1960175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1960183.875000 Penalty: 2908.591553
	Iteration 54Q: 3 clusters Score -1960184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1960185.750000 Penalty: 2908.591553
	Iteration 55Q: 3 clusters Score -1960186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1960200.000000 Penalty: 2908.591553
	Iteration 56Q: 3 clusters Score -1960200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1960206.125000 Penalty: 2908.591553
	Iteration 57Q: 3 clusters Score -1960206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1960203.750000 Penalty: 2908.591553
	Iteration 58Q: 3 clusters Score -1960204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1960216.750000 Penalty: 2908.591553
	Iteration 59Q: 3 clusters Score -1960217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1960226.000000 Penalty: 2908.591553
	Iteration 60F: 3 clusters Score -1960226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1960229.875000 Penalty: 2908.591553
	Iteration 61Q: 3 clusters Score -1960230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1960239.750000 Penalty: 2908.591553
	Iteration 62Q: 3 clusters Score -1960240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1960245.000000 Penalty: 2908.591553
	Iteration 63Q: 3 clusters Score -1960245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1960258.625000 Penalty: 2908.591553
	Iteration 64Q: 3 clusters Score -1960259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1960263.500000 Penalty: 2908.591553
	Iteration 65Q: 3 clusters Score -1960264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1960274.125000 Penalty: 2908.591553
	Iteration 66Q: 3 clusters Score -1960274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1960282.375000 Penalty: 2908.591553
	Iteration 67Q: 3 clusters Score -1960282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1960287.000000 Penalty: 2908.591553
	Iteration 68Q: 3 clusters Score -1960287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1960294.000000 Penalty: 2908.591553
	Iteration 69Q: 3 clusters Score -1960294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1960294.875000 Penalty: 2908.591553
	Iteration 70Q: 3 clusters Score -1960295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1960302.625000 Penalty: 2908.591553
	Iteration 71Q: 3 clusters Score -1960303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1960312.000000 Penalty: 2908.591553
	Iteration 72Q: 3 clusters Score -1960312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1960316.625000 Penalty: 2908.591553
	Iteration 73Q: 3 clusters Score -1960317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1960328.625000 Penalty: 2908.591553
	Iteration 74Q: 3 clusters Score -1960329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1960336.750000 Penalty: 2908.591553
	Iteration 75Q: 3 clusters Score -1960337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1960337.750000 Penalty: 2908.591553
	Iteration 76Q: 3 clusters Score -1960338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1960342.250000 Penalty: 2908.591553
	Iteration 77Q: 3 clusters Score -1960342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1960348.000000 Penalty: 2908.591553
	Iteration 78Q: 3 clusters Score -1960348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1960348.250000 Penalty: 2908.591553
	Iteration 79Q: 3 clusters Score -1960348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1960352.750000 Penalty: 2908.591553
	Iteration 80F: 3 clusters Score -1960353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1960357.750000 Penalty: 2908.591553
	Iteration 81Q: 3 clusters Score -1960358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1960359.500000 Penalty: 2908.591553
	Iteration 82Q: 3 clusters Score -1960360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1960361.625000 Penalty: 2908.591553
	Iteration 83Q: 3 clusters Score -1960362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1960361.375000 Penalty: 2908.591553
	Iteration 84Q: 3 clusters Score -1960361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1960361.375000 Penalty: 2908.591553
	Iteration 85F: 3 clusters Score -1960361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Entering Unmasked Estep 
Score: -3126445.000000 Penalty: 1523.349609
	Iteration 0F: 2 clusters Score -3126445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3108362.750000 Penalty: 3046.699219
	Iteration 0F: 3 clusters Score -3108363 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3115013.500000 Penalty: 3046.699219
	Iteration 1F: 3 clusters Score -3115014 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3115502.500000 Penalty: 3046.699219
	Iteration 2F: 3 clusters Score -3115502 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3116014.250000 Penalty: 3046.699219
	Iteration 3Q: 3 clusters Score -3116014 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3116560.000000 Penalty: 3046.699219
	Iteration 4Q: 3 clusters Score -3116560 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3117181.500000 Penalty: 3046.699219
	Iteration 5F: 3 clusters Score -3117182 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3117846.500000 Penalty: 3046.699219
	Iteration 6F: 3 clusters Score -3117846 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3118518.500000 Penalty: 3046.699219
	Iteration 7F: 3 clusters Score -3118518 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3119136.750000 Penalty: 3046.699219
	Iteration 8Q: 3 clusters Score -3119137 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3119751.000000 Penalty: 3046.699219
	Iteration 9Q: 3 clusters Score -3119751 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3120349.250000 Penalty: 3046.699219
	Iteration 10Q: 3 clusters Score -3120349 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3120895.250000 Penalty: 3046.699219
	Iteration 11Q: 3 clusters Score -3120895 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3121473.000000 Penalty: 3046.699219
	Iteration 12Q: 3 clusters Score -3121473 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3122020.250000 Penalty: 3046.699219
	Iteration 13Q: 3 clusters Score -3122020 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3122542.500000 Penalty: 3046.699219
	Iteration 14Q: 3 clusters Score -3122542 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3123080.000000 Penalty: 3046.699219
	Iteration 15Q: 3 clusters Score -3123080 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3123560.500000 Penalty: 3046.699219
	Iteration 16Q: 3 clusters Score -3123560 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3123979.250000 Penalty: 3046.699219
	Iteration 17Q: 3 clusters Score -3123979 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3124373.000000 Penalty: 3046.699219
	Iteration 18Q: 3 clusters Score -3124373 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -3124654.500000 Penalty: 3046.699219
	Iteration 19Q: 3 clusters Score -3124654 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3124804.000000 Penalty: 3046.699219
	Iteration 20F: 3 clusters Score -3124804 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3124907.250000 Penalty: 3046.699219
	Iteration 21Q: 3 clusters Score -3124907 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3125019.000000 Penalty: 3046.699219
	Iteration 22Q: 3 clusters Score -3125019 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3125077.250000 Penalty: 3046.699219
	Iteration 23Q: 3 clusters Score -3125077 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3125119.250000 Penalty: 3046.699219
	Iteration 24Q: 3 clusters Score -3125119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3125146.750000 Penalty: 3046.699219
	Iteration 25Q: 3 clusters Score -3125147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3125156.250000 Penalty: 3046.699219
	Iteration 26Q: 3 clusters Score -3125156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3125177.250000 Penalty: 3046.699219
	Iteration 27Q: 3 clusters Score -3125177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3125186.750000 Penalty: 3046.699219
	Iteration 28Q: 3 clusters Score -3125187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3125200.000000 Penalty: 3046.699219
	Iteration 29Q: 3 clusters Score -3125200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3125212.750000 Penalty: 3046.699219
	Iteration 30Q: 3 clusters Score -3125213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3125222.000000 Penalty: 3046.699219
	Iteration 31Q: 3 clusters Score -3125222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3125233.750000 Penalty: 3046.699219
	Iteration 32Q: 3 clusters Score -3125234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3125243.500000 Penalty: 3046.699219
	Iteration 33Q: 3 clusters Score -3125244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3125249.000000 Penalty: 3046.699219
	Iteration 34Q: 3 clusters Score -3125249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3125256.250000 Penalty: 3046.699219
	Iteration 35Q: 3 clusters Score -3125256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3125256.000000 Penalty: 3046.699219
	Iteration 36Q: 3 clusters Score -3125256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3125258.250000 Penalty: 3046.699219
	Iteration 37Q: 3 clusters Score -3125258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -3125260.000000 Penalty: 3046.699219
	Iteration 38Q: 3 clusters Score -3125260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3125261.750000 Penalty: 3046.699219
	Iteration 39Q: 3 clusters Score -3125262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -3125262.750000 Penalty: 3046.699219
	Iteration 40F: 3 clusters Score -3125263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3125262.500000 Penalty: 3046.699219
	Iteration 41Q: 3 clusters Score -3125262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3125261.500000 Penalty: 3046.699219
	Iteration 42Q: 3 clusters Score -3125262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3125261.500000 Penalty: 3046.699219
	Iteration 43F: 3 clusters Score -3125262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Entering Unmasked Estep 
Score: -5581994.500000 Penalty: 1609.159424
	Iteration 0F: 2 clusters Score -5581994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -5549471.500000 Penalty: 3218.318848
	Iteration 0F: 3 clusters Score -5549472 nChanged 23111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -5562688.500000 Penalty: 3218.318848
	Iteration 1F: 3 clusters Score -5562688 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -5563679.500000 Penalty: 3218.318848
	Iteration 2Q: 3 clusters Score -5563680 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5564769.000000 Penalty: 3218.318848
	Iteration 3Q: 3 clusters Score -5564769 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -5566086.500000 Penalty: 3218.318848
	Iteration 4F: 3 clusters Score -5566086 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -5567699.000000 Penalty: 3218.318848
	Iteration 5F: 3 clusters Score -5567699 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -5569693.500000 Penalty: 3218.318848
	Iteration 6F: 3 clusters Score -5569694 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -5571822.000000 Penalty: 3218.318848
	Iteration 7F: 3 clusters Score -5571822 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5574032.000000 Penalty: 3218.318848
	Iteration 8F: 3 clusters Score -5574032 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -5575912.500000 Penalty: 3218.318848
	Iteration 9F: 3 clusters Score -5575912 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5577436.500000 Penalty: 3218.318848
	Iteration 10Q: 3 clusters Score -5577436 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -5578540.000000 Penalty: 3218.318848
	Iteration 11Q: 3 clusters Score -5578540 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5579368.000000 Penalty: 3218.318848
	Iteration 12Q: 3 clusters Score -5579368 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -5579945.000000 Penalty: 3218.318848
	Iteration 13Q: 3 clusters Score -5579945 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -5580343.000000 Penalty: 3218.318848
	Iteration 14Q: 3 clusters Score -5580343 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -5580611.000000 Penalty: 3218.318848
	Iteration 15Q: 3 clusters Score -5580611 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -5580789.500000 Penalty: 3218.318848
	Iteration 16Q: 3 clusters Score -5580790 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -5580910.000000 Penalty: 3218.318848
	Iteration 17Q: 3 clusters Score -5580910 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -5580995.000000 Penalty: 3218.318848
	Iteration 18Q: 3 clusters Score -5580995 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -5581075.500000 Penalty: 3218.318848
	Iteration 19Q: 3 clusters Score -5581076 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5581132.500000 Penalty: 3218.318848
	Iteration 20F: 3 clusters Score -5581132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -5581177.000000 Penalty: 3218.318848
	Iteration 21Q: 3 clusters Score -5581177 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -5581217.000000 Penalty: 3218.318848
	Iteration 22Q: 3 clusters Score -5581217 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -5581243.000000 Penalty: 3218.318848
	Iteration 23Q: 3 clusters Score -5581243 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -5581266.000000 Penalty: 3218.318848
	Iteration 24Q: 3 clusters Score -5581266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -5581296.500000 Penalty: 3218.318848
	Iteration 25Q: 3 clusters Score -5581296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -5581306.000000 Penalty: 3218.318848
	Iteration 26Q: 3 clusters Score -5581306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -5581329.000000 Penalty: 3218.318848
	Iteration 27Q: 3 clusters Score -5581329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -5581335.000000 Penalty: 3218.318848
	Iteration 28Q: 3 clusters Score -5581335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -5581350.500000 Penalty: 3218.318848
	Iteration 29Q: 3 clusters Score -5581350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -5581357.500000 Penalty: 3218.318848
	Iteration 30Q: 3 clusters Score -5581358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -5581363.500000 Penalty: 3218.318848
	Iteration 31Q: 3 clusters Score -5581364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -5581365.500000 Penalty: 3218.318848
	Iteration 32Q: 3 clusters Score -5581366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -5581373.500000 Penalty: 3218.318848
	Iteration 33Q: 3 clusters Score -5581374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -5581373.500000 Penalty: 3218.318848
	Iteration 34Q: 3 clusters Score -5581374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -5581385.000000 Penalty: 3218.318848
	Iteration 35Q: 3 clusters Score -5581385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -5581386.000000 Penalty: 3218.318848
	Iteration 36Q: 3 clusters Score -5581386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -5581385.500000 Penalty: 3218.318848
	Iteration 37Q: 3 clusters Score -5581386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -5581388.500000 Penalty: 3218.318848
	Iteration 38Q: 3 clusters Score -5581388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -5581390.500000 Penalty: 3218.318848
	Iteration 39Q: 3 clusters Score -5581390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -5581388.500000 Penalty: 3218.318848
	Iteration 40F: 3 clusters Score -5581388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -5581391.500000 Penalty: 3218.318848
	Iteration 41Q: 3 clusters Score -5581392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -5581389.500000 Penalty: 3218.318848
	Iteration 42Q: 3 clusters Score -5581390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -5581392.000000 Penalty: 3218.318848
	Iteration 43Q: 3 clusters Score -5581392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -5581392.500000 Penalty: 3218.318848
	Iteration 44Q: 3 clusters Score -5581392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -5581392.500000 Penalty: 3218.318848
	Iteration 45F: 3 clusters Score -5581392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Entering Unmasked Estep 
Score: -3203946.500000 Penalty: 1533.236328
	Iteration 0F: 2 clusters Score -3203946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3184569.500000 Penalty: 3066.472656
	Iteration 0F: 3 clusters Score -3184570 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3192028.250000 Penalty: 3066.472656
	Iteration 1F: 3 clusters Score -3192028 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3192550.250000 Penalty: 3066.472656
	Iteration 2Q: 3 clusters Score -3192550 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3193071.250000 Penalty: 3066.472656
	Iteration 3Q: 3 clusters Score -3193071 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3193609.250000 Penalty: 3066.472656
	Iteration 4Q: 3 clusters Score -3193609 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3194295.000000 Penalty: 3066.472656
	Iteration 5Q: 3 clusters Score -3194295 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3195211.500000 Penalty: 3066.472656
	Iteration 6F: 3 clusters Score -3195212 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3196533.750000 Penalty: 3066.472656
	Iteration 7F: 3 clusters Score -3196534 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3198095.500000 Penalty: 3066.472656
	Iteration 8F: 3 clusters Score -3198096 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3199678.750000 Penalty: 3066.472656
	Iteration 9F: 3 clusters Score -3199679 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3200883.000000 Penalty: 3066.472656
	Iteration 10Q: 3 clusters Score -3200883 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3201624.750000 Penalty: 3066.472656
	Iteration 11Q: 3 clusters Score -3201625 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3202054.500000 Penalty: 3066.472656
	Iteration 12Q: 3 clusters Score -3202054 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3202300.500000 Penalty: 3066.472656
	Iteration 13Q: 3 clusters Score -3202300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3202489.500000 Penalty: 3066.472656
	Iteration 14Q: 3 clusters Score -3202490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3202619.250000 Penalty: 3066.472656
	Iteration 15Q: 3 clusters Score -3202619 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3202715.750000 Penalty: 3066.472656
	Iteration 16Q: 3 clusters Score -3202716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3202762.000000 Penalty: 3066.472656
	Iteration 17Q: 3 clusters Score -3202762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3202808.000000 Penalty: 3066.472656
	Iteration 18Q: 3 clusters Score -3202808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3202840.250000 Penalty: 3066.472656
	Iteration 19Q: 3 clusters Score -3202840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3202871.000000 Penalty: 3066.472656
	Iteration 20F: 3 clusters Score -3202871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3202892.750000 Penalty: 3066.472656
	Iteration 21Q: 3 clusters Score -3202893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3202905.250000 Penalty: 3066.472656
	Iteration 22Q: 3 clusters Score -3202905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3202915.500000 Penalty: 3066.472656
	Iteration 23Q: 3 clusters Score -3202916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3202920.500000 Penalty: 3066.472656
	Iteration 24Q: 3 clusters Score -3202920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3202929.500000 Penalty: 3066.472656
	Iteration 25Q: 3 clusters Score -3202930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3202930.500000 Penalty: 3066.472656
	Iteration 26Q: 3 clusters Score -3202930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3202933.250000 Penalty: 3066.472656
	Iteration 27Q: 3 clusters Score -3202933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3202933.250000 Penalty: 3066.472656
	Iteration 28F: 3 clusters Score -3202933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Entering Unmasked Estep 
Score: -2616247.500000 Penalty: 1497.451904
	Iteration 0F: 2 clusters Score -2616248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2601027.000000 Penalty: 2994.903809
	Iteration 0F: 3 clusters Score -2601027 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2606743.500000 Penalty: 2994.903809
	Iteration 1F: 3 clusters Score -2606744 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2607226.750000 Penalty: 2994.903809
	Iteration 2F: 3 clusters Score -2607227 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2607741.500000 Penalty: 2994.903809
	Iteration 3Q: 3 clusters Score -2607742 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2608307.750000 Penalty: 2994.903809
	Iteration 4F: 3 clusters Score -2608308 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2608866.500000 Penalty: 2994.903809
	Iteration 5F: 3 clusters Score -2608866 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2609429.250000 Penalty: 2994.903809
	Iteration 6F: 3 clusters Score -2609429 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2610009.500000 Penalty: 2994.903809
	Iteration 7Q: 3 clusters Score -2610010 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2610612.000000 Penalty: 2994.903809
	Iteration 8Q: 3 clusters Score -2610612 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2611156.500000 Penalty: 2994.903809
	Iteration 9Q: 3 clusters Score -2611156 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2611664.250000 Penalty: 2994.903809
	Iteration 10Q: 3 clusters Score -2611664 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2612080.750000 Penalty: 2994.903809
	Iteration 11Q: 3 clusters Score -2612081 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2612511.250000 Penalty: 2994.903809
	Iteration 12Q: 3 clusters Score -2612511 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2612958.000000 Penalty: 2994.903809
	Iteration 13Q: 3 clusters Score -2612958 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2613389.500000 Penalty: 2994.903809
	Iteration 14Q: 3 clusters Score -2613390 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2613737.500000 Penalty: 2994.903809
	Iteration 15Q: 3 clusters Score -2613738 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2614035.000000 Penalty: 2994.903809
	Iteration 16Q: 3 clusters Score -2614035 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2614272.750000 Penalty: 2994.903809
	Iteration 17Q: 3 clusters Score -2614273 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2614452.500000 Penalty: 2994.903809
	Iteration 18Q: 3 clusters Score -2614452 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2614622.500000 Penalty: 2994.903809
	Iteration 19Q: 3 clusters Score -2614622 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2614760.500000 Penalty: 2994.903809
	Iteration 20F: 3 clusters Score -2614760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2614861.500000 Penalty: 2994.903809
	Iteration 21Q: 3 clusters Score -2614862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2614931.000000 Penalty: 2994.903809
	Iteration 22Q: 3 clusters Score -2614931 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2614980.500000 Penalty: 2994.903809
	Iteration 23Q: 3 clusters Score -2614980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2615010.000000 Penalty: 2994.903809
	Iteration 24Q: 3 clusters Score -2615010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2615047.750000 Penalty: 2994.903809
	Iteration 25Q: 3 clusters Score -2615048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2615067.000000 Penalty: 2994.903809
	Iteration 26Q: 3 clusters Score -2615067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2615079.000000 Penalty: 2994.903809
	Iteration 27Q: 3 clusters Score -2615079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2615090.750000 Penalty: 2994.903809
	Iteration 28Q: 3 clusters Score -2615091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2615097.750000 Penalty: 2994.903809
	Iteration 29Q: 3 clusters Score -2615098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2615105.250000 Penalty: 2994.903809
	Iteration 30Q: 3 clusters Score -2615105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2615106.500000 Penalty: 2994.903809
	Iteration 31Q: 3 clusters Score -2615106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2615106.250000 Penalty: 2994.903809
	Iteration 32Q: 3 clusters Score -2615106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2615106.250000 Penalty: 2994.903809
	Iteration 33F: 3 clusters Score -2615106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Entering Unmasked Estep 
Score: -2644149.250000 Penalty: 1498.116089
	Iteration 0F: 2 clusters Score -2644149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2628698.500000 Penalty: 2996.232178
	Iteration 0F: 3 clusters Score -2628698 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2634449.500000 Penalty: 2996.232178
	Iteration 1F: 3 clusters Score -2634450 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2634935.750000 Penalty: 2996.232178
	Iteration 2F: 3 clusters Score -2634936 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2635341.000000 Penalty: 2996.232178
	Iteration 3Q: 3 clusters Score -2635341 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2635606.000000 Penalty: 2996.232178
	Iteration 4Q: 3 clusters Score -2635606 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2635849.750000 Penalty: 2996.232178
	Iteration 5Q: 3 clusters Score -2635850 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2636072.500000 Penalty: 2996.232178
	Iteration 6Q: 3 clusters Score -2636072 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2636252.750000 Penalty: 2996.232178
	Iteration 7Q: 3 clusters Score -2636253 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2636407.500000 Penalty: 2996.232178
	Iteration 8Q: 3 clusters Score -2636408 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2636556.250000 Penalty: 2996.232178
	Iteration 9Q: 3 clusters Score -2636556 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2636684.750000 Penalty: 2996.232178
	Iteration 10Q: 3 clusters Score -2636685 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2636816.250000 Penalty: 2996.232178
	Iteration 11Q: 3 clusters Score -2636816 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2636966.500000 Penalty: 2996.232178
	Iteration 12Q: 3 clusters Score -2636966 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2637115.250000 Penalty: 2996.232178
	Iteration 13Q: 3 clusters Score -2637115 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2637312.000000 Penalty: 2996.232178
	Iteration 14Q: 3 clusters Score -2637312 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2637539.250000 Penalty: 2996.232178
	Iteration 15Q: 3 clusters Score -2637539 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2637837.250000 Penalty: 2996.232178
	Iteration 16Q: 3 clusters Score -2637837 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2638194.750000 Penalty: 2996.232178
	Iteration 17Q: 3 clusters Score -2638195 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2638668.750000 Penalty: 2996.232178
	Iteration 18Q: 3 clusters Score -2638669 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2639255.500000 Penalty: 2996.232178
	Iteration 19Q: 3 clusters Score -2639256 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2639906.750000 Penalty: 2996.232178
	Iteration 20F: 3 clusters Score -2639907 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2640572.250000 Penalty: 2996.232178
	Iteration 21Q: 3 clusters Score -2640572 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2641127.250000 Penalty: 2996.232178
	Iteration 22Q: 3 clusters Score -2641127 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2641592.750000 Penalty: 2996.232178
	Iteration 23Q: 3 clusters Score -2641593 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2641950.750000 Penalty: 2996.232178
	Iteration 24Q: 3 clusters Score -2641951 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2642202.750000 Penalty: 2996.232178
	Iteration 25Q: 3 clusters Score -2642203 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2642412.000000 Penalty: 2996.232178
	Iteration 26Q: 3 clusters Score -2642412 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2642553.000000 Penalty: 2996.232178
	Iteration 27Q: 3 clusters Score -2642553 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2642674.250000 Penalty: 2996.232178
	Iteration 28Q: 3 clusters Score -2642674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2642761.500000 Penalty: 2996.232178
	Iteration 29Q: 3 clusters Score -2642762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2642808.500000 Penalty: 2996.232178
	Iteration 30Q: 3 clusters Score -2642808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2642861.500000 Penalty: 2996.232178
	Iteration 31Q: 3 clusters Score -2642862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2642898.000000 Penalty: 2996.232178
	Iteration 32Q: 3 clusters Score -2642898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2642935.500000 Penalty: 2996.232178
	Iteration 33Q: 3 clusters Score -2642936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2642958.750000 Penalty: 2996.232178
	Iteration 34Q: 3 clusters Score -2642959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2642984.750000 Penalty: 2996.232178
	Iteration 35Q: 3 clusters Score -2642985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2643009.500000 Penalty: 2996.232178
	Iteration 36Q: 3 clusters Score -2643010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2643019.250000 Penalty: 2996.232178
	Iteration 37Q: 3 clusters Score -2643019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2643024.250000 Penalty: 2996.232178
	Iteration 38Q: 3 clusters Score -2643024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2643043.250000 Penalty: 2996.232178
	Iteration 39Q: 3 clusters Score -2643043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2643052.250000 Penalty: 2996.232178
	Iteration 40F: 3 clusters Score -2643052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2643056.500000 Penalty: 2996.232178
	Iteration 41Q: 3 clusters Score -2643056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2643058.000000 Penalty: 2996.232178
	Iteration 42Q: 3 clusters Score -2643058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2643061.250000 Penalty: 2996.232178
	Iteration 43Q: 3 clusters Score -2643061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2643064.000000 Penalty: 2996.232178
	Iteration 44Q: 3 clusters Score -2643064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2643064.750000 Penalty: 2996.232178
	Iteration 45Q: 3 clusters Score -2643065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2643065.000000 Penalty: 2996.232178
	Iteration 46Q: 3 clusters Score -2643065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2643067.000000 Penalty: 2996.232178
	Iteration 47Q: 3 clusters Score -2643067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2643067.000000 Penalty: 2996.232178
	Iteration 48F: 3 clusters Score -2643067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Entering Unmasked Estep 
Score: -1681145.750000 Penalty: 1430.891357
	Iteration 0F: 2 clusters Score -1681146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1671290.625000 Penalty: 2861.782715
	Iteration 0F: 3 clusters Score -1671291 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1674617.875000 Penalty: 2861.782715
	Iteration 1F: 3 clusters Score -1674618 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1674936.250000 Penalty: 2861.782715
	Iteration 2F: 3 clusters Score -1674936 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1675160.500000 Penalty: 2861.782715
	Iteration 3Q: 3 clusters Score -1675160 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1675338.375000 Penalty: 2861.782715
	Iteration 4Q: 3 clusters Score -1675338 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1675518.375000 Penalty: 2861.782715
	Iteration 5Q: 3 clusters Score -1675518 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1675712.750000 Penalty: 2861.782715
	Iteration 6Q: 3 clusters Score -1675713 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1675906.625000 Penalty: 2861.782715
	Iteration 7Q: 3 clusters Score -1675907 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1676128.500000 Penalty: 2861.782715
	Iteration 8Q: 3 clusters Score -1676128 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1676355.375000 Penalty: 2861.782715
	Iteration 9Q: 3 clusters Score -1676355 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1676618.750000 Penalty: 2861.782715
	Iteration 10Q: 3 clusters Score -1676619 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1676889.125000 Penalty: 2861.782715
	Iteration 11Q: 3 clusters Score -1676889 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1677107.375000 Penalty: 2861.782715
	Iteration 12Q: 3 clusters Score -1677107 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1677362.250000 Penalty: 2861.782715
	Iteration 13Q: 3 clusters Score -1677362 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1677585.625000 Penalty: 2861.782715
	Iteration 14Q: 3 clusters Score -1677586 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1677841.125000 Penalty: 2861.782715
	Iteration 15Q: 3 clusters Score -1677841 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1678099.375000 Penalty: 2861.782715
	Iteration 16Q: 3 clusters Score -1678099 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1678311.250000 Penalty: 2861.782715
	Iteration 17Q: 3 clusters Score -1678311 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1678489.125000 Penalty: 2861.782715
	Iteration 18Q: 3 clusters Score -1678489 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1678652.875000 Penalty: 2861.782715
	Iteration 19Q: 3 clusters Score -1678653 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1678835.000000 Penalty: 2861.782715
	Iteration 20F: 3 clusters Score -1678835 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1678983.625000 Penalty: 2861.782715
	Iteration 21Q: 3 clusters Score -1678984 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1679129.000000 Penalty: 2861.782715
	Iteration 22Q: 3 clusters Score -1679129 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1679263.625000 Penalty: 2861.782715
	Iteration 23Q: 3 clusters Score -1679264 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1679413.625000 Penalty: 2861.782715
	Iteration 24Q: 3 clusters Score -1679414 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1679546.875000 Penalty: 2861.782715
	Iteration 25Q: 3 clusters Score -1679547 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1679654.125000 Penalty: 2861.782715
	Iteration 26Q: 3 clusters Score -1679654 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1679741.250000 Penalty: 2861.782715
	Iteration 27Q: 3 clusters Score -1679741 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1679820.125000 Penalty: 2861.782715
	Iteration 28Q: 3 clusters Score -1679820 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1679883.875000 Penalty: 2861.782715
	Iteration 29Q: 3 clusters Score -1679884 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1679948.500000 Penalty: 2861.782715
	Iteration 30Q: 3 clusters Score -1679948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1680010.000000 Penalty: 2861.782715
	Iteration 31Q: 3 clusters Score -1680010 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1680060.500000 Penalty: 2861.782715
	Iteration 32Q: 3 clusters Score -1680060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1680106.625000 Penalty: 2861.782715
	Iteration 33Q: 3 clusters Score -1680107 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1680142.875000 Penalty: 2861.782715
	Iteration 34Q: 3 clusters Score -1680143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1680178.750000 Penalty: 2861.782715
	Iteration 35Q: 3 clusters Score -1680179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1680200.250000 Penalty: 2861.782715
	Iteration 36Q: 3 clusters Score -1680200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1680219.250000 Penalty: 2861.782715
	Iteration 37Q: 3 clusters Score -1680219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1680237.250000 Penalty: 2861.782715
	Iteration 38Q: 3 clusters Score -1680237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1680249.625000 Penalty: 2861.782715
	Iteration 39Q: 3 clusters Score -1680250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1680253.750000 Penalty: 2861.782715
	Iteration 40F: 3 clusters Score -1680254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1680262.500000 Penalty: 2861.782715
	Iteration 41Q: 3 clusters Score -1680262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1680267.000000 Penalty: 2861.782715
	Iteration 42Q: 3 clusters Score -1680267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1680271.875000 Penalty: 2861.782715
	Iteration 43Q: 3 clusters Score -1680272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1680282.750000 Penalty: 2861.782715
	Iteration 44Q: 3 clusters Score -1680283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1680288.375000 Penalty: 2861.782715
	Iteration 45Q: 3 clusters Score -1680288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1680292.375000 Penalty: 2861.782715
	Iteration 46Q: 3 clusters Score -1680292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1680292.750000 Penalty: 2861.782715
	Iteration 47Q: 3 clusters Score -1680293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1680291.375000 Penalty: 2861.782715
	Iteration 48Q: 3 clusters Score -1680291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1680296.125000 Penalty: 2861.782715
	Iteration 49Q: 3 clusters Score -1680296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1680297.250000 Penalty: 2861.782715
	Iteration 50Q: 3 clusters Score -1680297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1680305.875000 Penalty: 2861.782715
	Iteration 51Q: 3 clusters Score -1680306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1680307.750000 Penalty: 2861.782715
	Iteration 52Q: 3 clusters Score -1680308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1680309.125000 Penalty: 2861.782715
	Iteration 53Q: 3 clusters Score -1680309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1680315.125000 Penalty: 2861.782715
	Iteration 54Q: 3 clusters Score -1680315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1680315.750000 Penalty: 2861.782715
	Iteration 55Q: 3 clusters Score -1680316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1680317.375000 Penalty: 2861.782715
	Iteration 56Q: 3 clusters Score -1680317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1680317.375000 Penalty: 2861.782715
	Iteration 57F: 3 clusters Score -1680317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -344602.343750 Penalty: 1207.811646
	Iteration 0F: 2 clusters Score -344602.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -341949.750000 Penalty: 2415.623291
	Iteration 0F: 3 clusters Score -341949.8 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -342713.062500 Penalty: 2415.623291
	Iteration 1F: 3 clusters Score -342713.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -342873.281250 Penalty: 2415.623291
	Iteration 2F: 3 clusters Score -342873.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -342951.781250 Penalty: 2415.623291
	Iteration 3Q: 3 clusters Score -342951.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -343019.156250 Penalty: 2415.623291
	Iteration 4Q: 3 clusters Score -343019.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -343063.000000 Penalty: 2415.623291
	Iteration 5Q: 3 clusters Score -343063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -343084.093750 Penalty: 2415.623291
	Iteration 6Q: 3 clusters Score -343084.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -343101.000000 Penalty: 2415.623291
	Iteration 7Q: 3 clusters Score -343101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -343121.718750 Penalty: 2415.623291
	Iteration 8Q: 3 clusters Score -343121.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -343140.375000 Penalty: 2415.623291
	Iteration 9Q: 3 clusters Score -343140.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -343152.312500 Penalty: 2415.623291
	Iteration 10Q: 3 clusters Score -343152.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -343161.218750 Penalty: 2415.623291
	Iteration 11Q: 3 clusters Score -343161.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -343167.406250 Penalty: 2415.623291
	Iteration 12Q: 3 clusters Score -343167.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -343170.343750 Penalty: 2415.623291
	Iteration 13Q: 3 clusters Score -343170.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -343172.562500 Penalty: 2415.623291
	Iteration 14Q: 3 clusters Score -343172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -343173.687500 Penalty: 2415.623291
	Iteration 15Q: 3 clusters Score -343173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -343175.062500 Penalty: 2415.623291
	Iteration 16Q: 3 clusters Score -343175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -343176.218750 Penalty: 2415.623291
	Iteration 17Q: 3 clusters Score -343176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -343177.406250 Penalty: 2415.623291
	Iteration 18Q: 3 clusters Score -343177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -343178.656250 Penalty: 2415.623291
	Iteration 19Q: 3 clusters Score -343178.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -343179.562500 Penalty: 2415.623291
	Iteration 20F: 3 clusters Score -343179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -343180.531250 Penalty: 2415.623291
	Iteration 21Q: 3 clusters Score -343180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -343180.156250 Penalty: 2415.623291
	Iteration 22Q: 3 clusters Score -343180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -343180.125000 Penalty: 2415.623291
	Iteration 23Q: 3 clusters Score -343180.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -343180.125000 Penalty: 2415.623291
	Iteration 24F: 3 clusters Score -343180.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Entering Unmasked Estep 
Score: -4247612.000000 Penalty: 1569.682373
	Iteration 0F: 2 clusters Score -4247612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -4222768.500000 Penalty: 3139.364746
	Iteration 0F: 3 clusters Score -4222768 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4232402.500000 Penalty: 3139.364746
	Iteration 1F: 3 clusters Score -4232402 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4232996.500000 Penalty: 3139.364746
	Iteration 2Q: 3 clusters Score -4232996 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4233645.000000 Penalty: 3139.364746
	Iteration 3Q: 3 clusters Score -4233645 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4234279.500000 Penalty: 3139.364746
	Iteration 4Q: 3 clusters Score -4234280 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4234906.000000 Penalty: 3139.364746
	Iteration 5Q: 3 clusters Score -4234906 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4235431.000000 Penalty: 3139.364746
	Iteration 6Q: 3 clusters Score -4235431 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4235859.000000 Penalty: 3139.364746
	Iteration 7Q: 3 clusters Score -4235859 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4236216.000000 Penalty: 3139.364746
	Iteration 8Q: 3 clusters Score -4236216 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -4236632.500000 Penalty: 3139.364746
	Iteration 9Q: 3 clusters Score -4236632 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4237146.500000 Penalty: 3139.364746
	Iteration 10Q: 3 clusters Score -4237146 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4237828.000000 Penalty: 3139.364746
	Iteration 11Q: 3 clusters Score -4237828 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4238654.000000 Penalty: 3139.364746
	Iteration 12Q: 3 clusters Score -4238654 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -4239752.000000 Penalty: 3139.364746
	Iteration 13Q: 3 clusters Score -4239752 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -4240826.000000 Penalty: 3139.364746
	Iteration 14Q: 3 clusters Score -4240826 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4241734.500000 Penalty: 3139.364746
	Iteration 15Q: 3 clusters Score -4241734 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4242357.500000 Penalty: 3139.364746
	Iteration 16Q: 3 clusters Score -4242358 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -4242828.500000 Penalty: 3139.364746
	Iteration 17Q: 3 clusters Score -4242828 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4243253.500000 Penalty: 3139.364746
	Iteration 18Q: 3 clusters Score -4243254 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4243564.000000 Penalty: 3139.364746
	Iteration 19Q: 3 clusters Score -4243564 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -4243870.500000 Penalty: 3139.364746
	Iteration 20F: 3 clusters Score -4243870 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -4244118.500000 Penalty: 3139.364746
	Iteration 21Q: 3 clusters Score -4244118 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -4244368.500000 Penalty: 3139.364746
	Iteration 22Q: 3 clusters Score -4244368 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4244581.500000 Penalty: 3139.364746
	Iteration 23Q: 3 clusters Score -4244582 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4244748.500000 Penalty: 3139.364746
	Iteration 24Q: 3 clusters Score -4244748 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -4244895.000000 Penalty: 3139.364746
	Iteration 25Q: 3 clusters Score -4244895 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -4245035.000000 Penalty: 3139.364746
	Iteration 26Q: 3 clusters Score -4245035 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -4245161.000000 Penalty: 3139.364746
	Iteration 27Q: 3 clusters Score -4245161 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4245300.000000 Penalty: 3139.364746
	Iteration 28Q: 3 clusters Score -4245300 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -4245389.000000 Penalty: 3139.364746
	Iteration 29Q: 3 clusters Score -4245389 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4245474.000000 Penalty: 3139.364746
	Iteration 30Q: 3 clusters Score -4245474 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -4245539.000000 Penalty: 3139.364746
	Iteration 31Q: 3 clusters Score -4245539 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4245616.000000 Penalty: 3139.364746
	Iteration 32Q: 3 clusters Score -4245616 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4245698.500000 Penalty: 3139.364746
	Iteration 33Q: 3 clusters Score -4245698 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -4245751.000000 Penalty: 3139.364746
	Iteration 34Q: 3 clusters Score -4245751 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -4245787.000000 Penalty: 3139.364746
	Iteration 35Q: 3 clusters Score -4245787 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4245832.000000 Penalty: 3139.364746
	Iteration 36Q: 3 clusters Score -4245832 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -4245872.000000 Penalty: 3139.364746
	Iteration 37Q: 3 clusters Score -4245872 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4245924.000000 Penalty: 3139.364746
	Iteration 38Q: 3 clusters Score -4245924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4245969.500000 Penalty: 3139.364746
	Iteration 39Q: 3 clusters Score -4245970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4245986.500000 Penalty: 3139.364746
	Iteration 40F: 3 clusters Score -4245986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4246026.500000 Penalty: 3139.364746
	Iteration 41Q: 3 clusters Score -4246026 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -4246046.500000 Penalty: 3139.364746
	Iteration 42Q: 3 clusters Score -4246046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4246068.500000 Penalty: 3139.364746
	Iteration 43Q: 3 clusters Score -4246068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4246088.000000 Penalty: 3139.364746
	Iteration 44Q: 3 clusters Score -4246088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4246111.500000 Penalty: 3139.364746
	Iteration 45Q: 3 clusters Score -4246112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4246131.500000 Penalty: 3139.364746
	Iteration 46Q: 3 clusters Score -4246132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4246151.000000 Penalty: 3139.364746
	Iteration 47Q: 3 clusters Score -4246151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4246177.000000 Penalty: 3139.364746
	Iteration 48Q: 3 clusters Score -4246177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4246184.000000 Penalty: 3139.364746
	Iteration 49Q: 3 clusters Score -4246184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4246188.500000 Penalty: 3139.364746
	Iteration 50Q: 3 clusters Score -4246188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4246196.500000 Penalty: 3139.364746
	Iteration 51Q: 3 clusters Score -4246196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4246202.000000 Penalty: 3139.364746
	Iteration 52Q: 3 clusters Score -4246202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4246204.000000 Penalty: 3139.364746
	Iteration 53Q: 3 clusters Score -4246204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4246218.000000 Penalty: 3139.364746
	Iteration 54Q: 3 clusters Score -4246218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4246222.000000 Penalty: 3139.364746
	Iteration 55Q: 3 clusters Score -4246222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4246224.500000 Penalty: 3139.364746
	Iteration 56Q: 3 clusters Score -4246224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4246213.500000 Penalty: 3139.364746
	Iteration 57Q: 3 clusters Score -4246214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4246222.500000 Penalty: 3139.364746
	Iteration 58Q: 3 clusters Score -4246222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4246230.000000 Penalty: 3139.364746
	Iteration 59Q: 3 clusters Score -4246230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4246226.500000 Penalty: 3139.364746
	Iteration 60F: 3 clusters Score -4246226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4246225.500000 Penalty: 3139.364746
	Iteration 61Q: 3 clusters Score -4246226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4246234.000000 Penalty: 3139.364746
	Iteration 62Q: 3 clusters Score -4246234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4246248.000000 Penalty: 3139.364746
	Iteration 63Q: 3 clusters Score -4246248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4246252.000000 Penalty: 3139.364746
	Iteration 64Q: 3 clusters Score -4246252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4246260.500000 Penalty: 3139.364746
	Iteration 65Q: 3 clusters Score -4246260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4246265.500000 Penalty: 3139.364746
	Iteration 66Q: 3 clusters Score -4246266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4246273.000000 Penalty: 3139.364746
	Iteration 67Q: 3 clusters Score -4246273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4246282.000000 Penalty: 3139.364746
	Iteration 68Q: 3 clusters Score -4246282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4246293.000000 Penalty: 3139.364746
	Iteration 69Q: 3 clusters Score -4246293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4246300.500000 Penalty: 3139.364746
	Iteration 70Q: 3 clusters Score -4246300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4246297.500000 Penalty: 3139.364746
	Iteration 71Q: 3 clusters Score -4246298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4246306.500000 Penalty: 3139.364746
	Iteration 72Q: 3 clusters Score -4246306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4246314.000000 Penalty: 3139.364746
	Iteration 73Q: 3 clusters Score -4246314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4246316.000000 Penalty: 3139.364746
	Iteration 74Q: 3 clusters Score -4246316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4246311.500000 Penalty: 3139.364746
	Iteration 75Q: 3 clusters Score -4246312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4246318.500000 Penalty: 3139.364746
	Iteration 76Q: 3 clusters Score -4246318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4246324.500000 Penalty: 3139.364746
	Iteration 77Q: 3 clusters Score -4246324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4246326.000000 Penalty: 3139.364746
	Iteration 78Q: 3 clusters Score -4246326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4246329.500000 Penalty: 3139.364746
	Iteration 79Q: 3 clusters Score -4246330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4246339.000000 Penalty: 3139.364746
	Iteration 80F: 3 clusters Score -4246339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4246339.000000 Penalty: 3139.364746
	Iteration 81Q: 3 clusters Score -4246339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4246339.500000 Penalty: 3139.364746
	Iteration 82Q: 3 clusters Score -4246340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4246352.000000 Penalty: 3139.364746
	Iteration 83Q: 3 clusters Score -4246352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4246360.000000 Penalty: 3139.364746
	Iteration 84Q: 3 clusters Score -4246360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4246359.000000 Penalty: 3139.364746
	Iteration 85Q: 3 clusters Score -4246359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4246364.500000 Penalty: 3139.364746
	Iteration 86Q: 3 clusters Score -4246364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4246365.500000 Penalty: 3139.364746
	Iteration 87Q: 3 clusters Score -4246366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4246367.500000 Penalty: 3139.364746
	Iteration 88Q: 3 clusters Score -4246368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4246373.000000 Penalty: 3139.364746
	Iteration 89Q: 3 clusters Score -4246373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4246373.000000 Penalty: 3139.364746
	Iteration 90Q: 3 clusters Score -4246373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4246375.000000 Penalty: 3139.364746
	Iteration 91Q: 3 clusters Score -4246375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4246380.500000 Penalty: 3139.364746
	Iteration 92Q: 3 clusters Score -4246380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4246380.500000 Penalty: 3139.364746
	Iteration 93Q: 3 clusters Score -4246380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4246377.000000 Penalty: 3139.364746
	Iteration 94Q: 3 clusters Score -4246377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4246383.500000 Penalty: 3139.364746
	Iteration 95Q: 3 clusters Score -4246384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4246390.000000 Penalty: 3139.364746
	Iteration 96Q: 3 clusters Score -4246390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4246388.500000 Penalty: 3139.364746
	Iteration 97Q: 3 clusters Score -4246388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4246396.500000 Penalty: 3139.364746
	Iteration 98Q: 3 clusters Score -4246396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4246404.000000 Penalty: 3139.364746
	Iteration 99Q: 3 clusters Score -4246404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4246409.500000 Penalty: 3139.364746
	Iteration 100F: 3 clusters Score -4246410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4246415.500000 Penalty: 3139.364746
	Iteration 101Q: 3 clusters Score -4246416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4246420.500000 Penalty: 3139.364746
	Iteration 102Q: 3 clusters Score -4246420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4246422.000000 Penalty: 3139.364746
	Iteration 103Q: 3 clusters Score -4246422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4246419.000000 Penalty: 3139.364746
	Iteration 104Q: 3 clusters Score -4246419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4246431.500000 Penalty: 3139.364746
	Iteration 105Q: 3 clusters Score -4246432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4246427.000000 Penalty: 3139.364746
	Iteration 106Q: 3 clusters Score -4246427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4246426.500000 Penalty: 3139.364746
	Iteration 107Q: 3 clusters Score -4246426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4246424.000000 Penalty: 3139.364746
	Iteration 108Q: 3 clusters Score -4246424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4246421.500000 Penalty: 3139.364746
	Iteration 109Q: 3 clusters Score -4246422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4246424.000000 Penalty: 3139.364746
	Iteration 110Q: 3 clusters Score -4246424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4246428.500000 Penalty: 3139.364746
	Iteration 111Q: 3 clusters Score -4246428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4246426.500000 Penalty: 3139.364746
	Iteration 112Q: 3 clusters Score -4246426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4246423.000000 Penalty: 3139.364746
	Iteration 113Q: 3 clusters Score -4246423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4246427.000000 Penalty: 3139.364746
	Iteration 114Q: 3 clusters Score -4246427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4246427.000000 Penalty: 3139.364746
	Iteration 115Q: 3 clusters Score -4246427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4246423.000000 Penalty: 3139.364746
	Iteration 116Q: 3 clusters Score -4246423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4246423.000000 Penalty: 3139.364746
	Iteration 117Q: 3 clusters Score -4246423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4246426.000000 Penalty: 3139.364746
	Iteration 118Q: 3 clusters Score -4246426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4246421.500000 Penalty: 3139.364746
	Iteration 119Q: 3 clusters Score -4246422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4246431.500000 Penalty: 3139.364746
	Iteration 120F: 3 clusters Score -4246432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4246430.500000 Penalty: 3139.364746
	Iteration 121Q: 3 clusters Score -4246430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4246432.500000 Penalty: 3139.364746
	Iteration 122Q: 3 clusters Score -4246432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4246432.000000 Penalty: 3139.364746
	Iteration 123Q: 3 clusters Score -4246432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4246435.500000 Penalty: 3139.364746
	Iteration 124Q: 3 clusters Score -4246436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4246436.000000 Penalty: 3139.364746
	Iteration 125Q: 3 clusters Score -4246436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4246435.500000 Penalty: 3139.364746
	Iteration 126Q: 3 clusters Score -4246436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4246435.500000 Penalty: 3139.364746
	Iteration 127Q: 3 clusters Score -4246436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4246438.000000 Penalty: 3139.364746
	Iteration 128Q: 3 clusters Score -4246438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4246438.000000 Penalty: 3139.364746
	Iteration 129Q: 3 clusters Score -4246438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4246436.500000 Penalty: 3139.364746
	Iteration 130Q: 3 clusters Score -4246436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4246438.000000 Penalty: 3139.364746
	Iteration 131Q: 3 clusters Score -4246438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4246440.000000 Penalty: 3139.364746
	Iteration 132Q: 3 clusters Score -4246440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4246440.000000 Penalty: 3139.364746
	Iteration 133F: 3 clusters Score -4246440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -128702.703125 Penalty: 1050.343262
	Iteration 0F: 2 clusters Score -128702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127312.437500 Penalty: 2100.686523
	Iteration 0F: 3 clusters Score -127312.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127628.531250 Penalty: 2100.686523
	Iteration 1F: 3 clusters Score -127628.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127730.023438 Penalty: 2100.686523
	Iteration 2F: 3 clusters Score -127730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127772.062500 Penalty: 2100.686523
	Iteration 3Q: 3 clusters Score -127772.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127800.289062 Penalty: 2100.686523
	Iteration 4Q: 3 clusters Score -127800.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -127815.132812 Penalty: 2100.686523
	Iteration 5Q: 3 clusters Score -127815.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127820.937500 Penalty: 2100.686523
	Iteration 6Q: 3 clusters Score -127820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -127823.593750 Penalty: 2100.686523
	Iteration 7Q: 3 clusters Score -127823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127825.671875 Penalty: 2100.686523
	Iteration 8Q: 3 clusters Score -127825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127832.531250 Penalty: 2100.686523
	Iteration 9Q: 3 clusters Score -127832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -127836.054688 Penalty: 2100.686523
	Iteration 10Q: 3 clusters Score -127836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -127839.656250 Penalty: 2100.686523
	Iteration 11Q: 3 clusters Score -127839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127844.164062 Penalty: 2100.686523
	Iteration 12Q: 3 clusters Score -127844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127845.335938 Penalty: 2100.686523
	Iteration 13Q: 3 clusters Score -127845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127845.335938 Penalty: 2100.686523
	Iteration 14F: 3 clusters Score -127845.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Entering Unmasked Estep 
Score: -4523055.000000 Penalty: 1577.606445
	Iteration 0F: 2 clusters Score -4523055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4496850.500000 Penalty: 3155.212891
	Iteration 0F: 3 clusters Score -4496850 nChanged 18518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -4507215.500000 Penalty: 3155.212891
	Iteration 1F: 3 clusters Score -4507216 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4507951.000000 Penalty: 3155.212891
	Iteration 2F: 3 clusters Score -4507951 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -4508802.000000 Penalty: 3155.212891
	Iteration 3F: 3 clusters Score -4508802 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -4509926.500000 Penalty: 3155.212891
	Iteration 4F: 3 clusters Score -4509926 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4511599.500000 Penalty: 3155.212891
	Iteration 5F: 3 clusters Score -4511600 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4513917.500000 Penalty: 3155.212891
	Iteration 6F: 3 clusters Score -4513918 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4516506.000000 Penalty: 3155.212891
	Iteration 7F: 3 clusters Score -4516506 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -4518683.000000 Penalty: 3155.212891
	Iteration 8F: 3 clusters Score -4518683 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4520120.000000 Penalty: 3155.212891
	Iteration 9Q: 3 clusters Score -4520120 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -4520893.500000 Penalty: 3155.212891
	Iteration 10Q: 3 clusters Score -4520894 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -4521273.500000 Penalty: 3155.212891
	Iteration 11Q: 3 clusters Score -4521274 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -4521476.000000 Penalty: 3155.212891
	Iteration 12Q: 3 clusters Score -4521476 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -4521581.500000 Penalty: 3155.212891
	Iteration 13Q: 3 clusters Score -4521582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -4521646.000000 Penalty: 3155.212891
	Iteration 14Q: 3 clusters Score -4521646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -4521704.500000 Penalty: 3155.212891
	Iteration 15Q: 3 clusters Score -4521704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -4521736.500000 Penalty: 3155.212891
	Iteration 16Q: 3 clusters Score -4521736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -4521757.000000 Penalty: 3155.212891
	Iteration 17Q: 3 clusters Score -4521757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -4521791.000000 Penalty: 3155.212891
	Iteration 18Q: 3 clusters Score -4521791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -4521815.000000 Penalty: 3155.212891
	Iteration 19Q: 3 clusters Score -4521815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -4521830.000000 Penalty: 3155.212891
	Iteration 20F: 3 clusters Score -4521830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -4521844.500000 Penalty: 3155.212891
	Iteration 21Q: 3 clusters Score -4521844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -4521850.000000 Penalty: 3155.212891
	Iteration 22Q: 3 clusters Score -4521850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -4521853.500000 Penalty: 3155.212891
	Iteration 23Q: 3 clusters Score -4521854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -4521859.500000 Penalty: 3155.212891
	Iteration 24Q: 3 clusters Score -4521860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -4521865.000000 Penalty: 3155.212891
	Iteration 25Q: 3 clusters Score -4521865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -4521863.000000 Penalty: 3155.212891
	Iteration 26Q: 3 clusters Score -4521863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -4521861.000000 Penalty: 3155.212891
	Iteration 27Q: 3 clusters Score -4521861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -4521864.000000 Penalty: 3155.212891
	Iteration 28Q: 3 clusters Score -4521864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -4521863.500000 Penalty: 3155.212891
	Iteration 29Q: 3 clusters Score -4521864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -4521868.000000 Penalty: 3155.212891
	Iteration 30Q: 3 clusters Score -4521868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -4521869.500000 Penalty: 3155.212891
	Iteration 31Q: 3 clusters Score -4521870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -4521876.000000 Penalty: 3155.212891
	Iteration 32Q: 3 clusters Score -4521876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -4521876.000000 Penalty: 3155.212891
	Iteration 33Q: 3 clusters Score -4521876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -4521876.000000 Penalty: 3155.212891
	Iteration 34F: 3 clusters Score -4521876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -151212.609375 Penalty: 1090.178101
	Iteration 0F: 2 clusters Score -151212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -149673.125000 Penalty: 2180.356201
	Iteration 0F: 3 clusters Score -149673.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -150066.531250 Penalty: 2180.356201
	Iteration 1F: 3 clusters Score -150066.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -150165.375000 Penalty: 2180.356201
	Iteration 2F: 3 clusters Score -150165.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -150231.093750 Penalty: 2180.356201
	Iteration 3Q: 3 clusters Score -150231.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -150264.343750 Penalty: 2180.356201
	Iteration 4Q: 3 clusters Score -150264.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -150293.125000 Penalty: 2180.356201
	Iteration 5Q: 3 clusters Score -150293.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -150316.906250 Penalty: 2180.356201
	Iteration 6Q: 3 clusters Score -150316.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -150340.906250 Penalty: 2180.356201
	Iteration 7Q: 3 clusters Score -150340.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -150371.468750 Penalty: 2180.356201
	Iteration 8Q: 3 clusters Score -150371.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150399.750000 Penalty: 2180.356201
	Iteration 9Q: 3 clusters Score -150399.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -150419.390625 Penalty: 2180.356201
	Iteration 10Q: 3 clusters Score -150419.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -150440.140625 Penalty: 2180.356201
	Iteration 11Q: 3 clusters Score -150440.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -150469.937500 Penalty: 2180.356201
	Iteration 12Q: 3 clusters Score -150469.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -150493.609375 Penalty: 2180.356201
	Iteration 13Q: 3 clusters Score -150493.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150508.750000 Penalty: 2180.356201
	Iteration 14Q: 3 clusters Score -150508.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150538.343750 Penalty: 2180.356201
	Iteration 15Q: 3 clusters Score -150538.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -150564.203125 Penalty: 2180.356201
	Iteration 16Q: 3 clusters Score -150564.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -150593.531250 Penalty: 2180.356201
	Iteration 17Q: 3 clusters Score -150593.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -150617.156250 Penalty: 2180.356201
	Iteration 18Q: 3 clusters Score -150617.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -150629.500000 Penalty: 2180.356201
	Iteration 19Q: 3 clusters Score -150629.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -150648.250000 Penalty: 2180.356201
	Iteration 20F: 3 clusters Score -150648.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -150658.453125 Penalty: 2180.356201
	Iteration 21Q: 3 clusters Score -150658.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -150667.437500 Penalty: 2180.356201
	Iteration 22Q: 3 clusters Score -150667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -150671.750000 Penalty: 2180.356201
	Iteration 23Q: 3 clusters Score -150671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -150675.265625 Penalty: 2180.356201
	Iteration 24Q: 3 clusters Score -150675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -150680.640625 Penalty: 2180.356201
	Iteration 25Q: 3 clusters Score -150680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -150680.984375 Penalty: 2180.356201
	Iteration 26Q: 3 clusters Score -150681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -150680.984375 Penalty: 2180.356201
	Iteration 27F: 3 clusters Score -150681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Entering Unmasked Estep 
Score: -6091783.000000 Penalty: 1627.723267
	Iteration 0F: 2 clusters Score -6091783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6054960.500000 Penalty: 3255.446533
	Iteration 0F: 3 clusters Score -6054960 nChanged 26176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -6069539.000000 Penalty: 3255.446533
	Iteration 1F: 3 clusters Score -6069539 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -6070239.000000 Penalty: 3255.446533
	Iteration 2Q: 3 clusters Score -6070239 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -6070988.000000 Penalty: 3255.446533
	Iteration 3Q: 3 clusters Score -6070988 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -6071890.500000 Penalty: 3255.446533
	Iteration 4Q: 3 clusters Score -6071890 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -6073086.000000 Penalty: 3255.446533
	Iteration 5Q: 3 clusters Score -6073086 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -6074480.000000 Penalty: 3255.446533
	Iteration 6Q: 3 clusters Score -6074480 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -6076499.000000 Penalty: 3255.446533
	Iteration 7F: 3 clusters Score -6076499 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -6078929.500000 Penalty: 3255.446533
	Iteration 8F: 3 clusters Score -6078930 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -6081418.000000 Penalty: 3255.446533
	Iteration 9F: 3 clusters Score -6081418 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -6083608.500000 Penalty: 3255.446533
	Iteration 10F: 3 clusters Score -6083608 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -6085376.000000 Penalty: 3255.446533
	Iteration 11Q: 3 clusters Score -6085376 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -6086650.500000 Penalty: 3255.446533
	Iteration 12Q: 3 clusters Score -6086650 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -6087509.000000 Penalty: 3255.446533
	Iteration 13Q: 3 clusters Score -6087509 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -6088231.500000 Penalty: 3255.446533
	Iteration 14Q: 3 clusters Score -6088232 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -6088761.500000 Penalty: 3255.446533
	Iteration 15Q: 3 clusters Score -6088762 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6089175.500000 Penalty: 3255.446533
	Iteration 16Q: 3 clusters Score -6089176 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -6089426.000000 Penalty: 3255.446533
	Iteration 17Q: 3 clusters Score -6089426 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -6089637.500000 Penalty: 3255.446533
	Iteration 18Q: 3 clusters Score -6089638 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -6089800.500000 Penalty: 3255.446533
	Iteration 19Q: 3 clusters Score -6089800 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -6089899.500000 Penalty: 3255.446533
	Iteration 20F: 3 clusters Score -6089900 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -6090006.500000 Penalty: 3255.446533
	Iteration 21Q: 3 clusters Score -6090006 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -6090085.000000 Penalty: 3255.446533
	Iteration 22Q: 3 clusters Score -6090085 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -6090146.000000 Penalty: 3255.446533
	Iteration 23Q: 3 clusters Score -6090146 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -6090217.000000 Penalty: 3255.446533
	Iteration 24Q: 3 clusters Score -6090217 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -6090266.500000 Penalty: 3255.446533
	Iteration 25Q: 3 clusters Score -6090266 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -6090320.000000 Penalty: 3255.446533
	Iteration 26Q: 3 clusters Score -6090320 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -6090372.000000 Penalty: 3255.446533
	Iteration 27Q: 3 clusters Score -6090372 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -6090416.000000 Penalty: 3255.446533
	Iteration 28Q: 3 clusters Score -6090416 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -6090448.500000 Penalty: 3255.446533
	Iteration 29Q: 3 clusters Score -6090448 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -6090486.000000 Penalty: 3255.446533
	Iteration 30Q: 3 clusters Score -6090486 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -6090493.500000 Penalty: 3255.446533
	Iteration 31Q: 3 clusters Score -6090494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -6090510.500000 Penalty: 3255.446533
	Iteration 32Q: 3 clusters Score -6090510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -6090515.000000 Penalty: 3255.446533
	Iteration 33Q: 3 clusters Score -6090515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -6090517.500000 Penalty: 3255.446533
	Iteration 34Q: 3 clusters Score -6090518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -6090530.000000 Penalty: 3255.446533
	Iteration 35Q: 3 clusters Score -6090530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -6090548.000000 Penalty: 3255.446533
	Iteration 36Q: 3 clusters Score -6090548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -6090562.500000 Penalty: 3255.446533
	Iteration 37Q: 3 clusters Score -6090562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -6090585.000000 Penalty: 3255.446533
	Iteration 38Q: 3 clusters Score -6090585 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -6090588.000000 Penalty: 3255.446533
	Iteration 39Q: 3 clusters Score -6090588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -6090603.500000 Penalty: 3255.446533
	Iteration 40F: 3 clusters Score -6090604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -6090618.000000 Penalty: 3255.446533
	Iteration 41Q: 3 clusters Score -6090618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -6090654.000000 Penalty: 3255.446533
	Iteration 42Q: 3 clusters Score -6090654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -6090645.500000 Penalty: 3255.446533
	Iteration 43Q: 3 clusters Score -6090646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -6090653.000000 Penalty: 3255.446533
	Iteration 44Q: 3 clusters Score -6090653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -6090657.000000 Penalty: 3255.446533
	Iteration 45Q: 3 clusters Score -6090657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -6090657.000000 Penalty: 3255.446533
	Iteration 46Q: 3 clusters Score -6090657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -6090669.500000 Penalty: 3255.446533
	Iteration 47Q: 3 clusters Score -6090670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -6090667.000000 Penalty: 3255.446533
	Iteration 48Q: 3 clusters Score -6090667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -6090675.000000 Penalty: 3255.446533
	Iteration 49Q: 3 clusters Score -6090675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -6090669.500000 Penalty: 3255.446533
	Iteration 50Q: 3 clusters Score -6090670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -6090673.000000 Penalty: 3255.446533
	Iteration 51Q: 3 clusters Score -6090673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -6090674.500000 Penalty: 3255.446533
	Iteration 52Q: 3 clusters Score -6090674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -6090666.500000 Penalty: 3255.446533
	Iteration 53Q: 3 clusters Score -6090666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -6090673.000000 Penalty: 3255.446533
	Iteration 54Q: 3 clusters Score -6090673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -6090670.500000 Penalty: 3255.446533
	Iteration 55Q: 3 clusters Score -6090670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -6090670.000000 Penalty: 3255.446533
	Iteration 56Q: 3 clusters Score -6090670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -6090672.000000 Penalty: 3255.446533
	Iteration 57Q: 3 clusters Score -6090672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -6090681.500000 Penalty: 3255.446533
	Iteration 58Q: 3 clusters Score -6090682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -6090696.000000 Penalty: 3255.446533
	Iteration 59Q: 3 clusters Score -6090696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -6090696.500000 Penalty: 3255.446533
	Iteration 60F: 3 clusters Score -6090696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -6090702.000000 Penalty: 3255.446533
	Iteration 61Q: 3 clusters Score -6090702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -6090703.500000 Penalty: 3255.446533
	Iteration 62Q: 3 clusters Score -6090704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -6090701.500000 Penalty: 3255.446533
	Iteration 63Q: 3 clusters Score -6090702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -6090697.000000 Penalty: 3255.446533
	Iteration 64Q: 3 clusters Score -6090697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -6090693.500000 Penalty: 3255.446533
	Iteration 65Q: 3 clusters Score -6090694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -6090695.000000 Penalty: 3255.446533
	Iteration 66Q: 3 clusters Score -6090695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -6090699.000000 Penalty: 3255.446533
	Iteration 67Q: 3 clusters Score -6090699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -6090699.000000 Penalty: 3255.446533
	Iteration 68Q: 3 clusters Score -6090699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -6090704.000000 Penalty: 3255.446533
	Iteration 69Q: 3 clusters Score -6090704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -6090702.500000 Penalty: 3255.446533
	Iteration 70Q: 3 clusters Score -6090702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -6090704.000000 Penalty: 3255.446533
	Iteration 71Q: 3 clusters Score -6090704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -6090705.000000 Penalty: 3255.446533
	Iteration 72Q: 3 clusters Score -6090705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -6090703.500000 Penalty: 3255.446533
	Iteration 73Q: 3 clusters Score -6090704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -6090708.500000 Penalty: 3255.446533
	Iteration 74Q: 3 clusters Score -6090708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -6090710.000000 Penalty: 3255.446533
	Iteration 75Q: 3 clusters Score -6090710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -6090712.500000 Penalty: 3255.446533
	Iteration 76Q: 3 clusters Score -6090712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -6090711.500000 Penalty: 3255.446533
	Iteration 77Q: 3 clusters Score -6090712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -6090711.500000 Penalty: 3255.446533
	Iteration 78Q: 3 clusters Score -6090712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -6090712.000000 Penalty: 3255.446533
	Iteration 79Q: 3 clusters Score -6090712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -6090715.000000 Penalty: 3255.446533
	Iteration 80F: 3 clusters Score -6090715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -83798.539062 Penalty: 999.429321
	Iteration 0F: 2 clusters Score -83798.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82708.750000 Penalty: 1998.858643
	Iteration 0F: 3 clusters Score -82708.75 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82984.039062 Penalty: 1998.858643
	Iteration 1F: 3 clusters Score -82984.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83044.484375 Penalty: 1998.858643
	Iteration 2F: 3 clusters Score -83044.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83068.578125 Penalty: 1998.858643
	Iteration 3Q: 3 clusters Score -83068.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83082.656250 Penalty: 1998.858643
	Iteration 4Q: 3 clusters Score -83082.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83089.343750 Penalty: 1998.858643
	Iteration 5Q: 3 clusters Score -83089.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83100.242188 Penalty: 1998.858643
	Iteration 6Q: 3 clusters Score -83100.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83111.273438 Penalty: 1998.858643
	Iteration 7Q: 3 clusters Score -83111.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83124.343750 Penalty: 1998.858643
	Iteration 8Q: 3 clusters Score -83124.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83138.289062 Penalty: 1998.858643
	Iteration 9Q: 3 clusters Score -83138.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83148.742188 Penalty: 1998.858643
	Iteration 10Q: 3 clusters Score -83148.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83151.429688 Penalty: 1998.858643
	Iteration 11Q: 3 clusters Score -83151.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83153.984375 Penalty: 1998.858643
	Iteration 12Q: 3 clusters Score -83153.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -83155.171875 Penalty: 1998.858643
	Iteration 13Q: 3 clusters Score -83155.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -83155.171875 Penalty: 1998.858643
	Iteration 14F: 3 clusters Score -83155.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Entering Unmasked Estep 
Score: -2466648.500000 Penalty: 1488.172485
	Iteration 0F: 2 clusters Score -2466648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2452327.250000 Penalty: 2976.344971
	Iteration 0F: 3 clusters Score -2452327 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2457418.250000 Penalty: 2976.344971
	Iteration 1F: 3 clusters Score -2457418 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2457905.750000 Penalty: 2976.344971
	Iteration 2F: 3 clusters Score -2457906 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2458366.000000 Penalty: 2976.344971
	Iteration 3Q: 3 clusters Score -2458366 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2458820.750000 Penalty: 2976.344971
	Iteration 4Q: 3 clusters Score -2458821 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2459274.500000 Penalty: 2976.344971
	Iteration 5Q: 3 clusters Score -2459274 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2459768.500000 Penalty: 2976.344971
	Iteration 6Q: 3 clusters Score -2459768 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2460259.250000 Penalty: 2976.344971
	Iteration 7Q: 3 clusters Score -2460259 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2460764.250000 Penalty: 2976.344971
	Iteration 8Q: 3 clusters Score -2460764 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2461257.500000 Penalty: 2976.344971
	Iteration 9Q: 3 clusters Score -2461258 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2461764.000000 Penalty: 2976.344971
	Iteration 10Q: 3 clusters Score -2461764 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2462286.500000 Penalty: 2976.344971
	Iteration 11Q: 3 clusters Score -2462286 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2462775.500000 Penalty: 2976.344971
	Iteration 12Q: 3 clusters Score -2462776 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2463221.500000 Penalty: 2976.344971
	Iteration 13Q: 3 clusters Score -2463222 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2463639.500000 Penalty: 2976.344971
	Iteration 14Q: 3 clusters Score -2463640 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2464013.750000 Penalty: 2976.344971
	Iteration 15Q: 3 clusters Score -2464014 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2464341.000000 Penalty: 2976.344971
	Iteration 16Q: 3 clusters Score -2464341 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2464654.750000 Penalty: 2976.344971
	Iteration 17Q: 3 clusters Score -2464655 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2464900.750000 Penalty: 2976.344971
	Iteration 18Q: 3 clusters Score -2464901 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2465116.750000 Penalty: 2976.344971
	Iteration 19Q: 3 clusters Score -2465117 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2465291.750000 Penalty: 2976.344971
	Iteration 20F: 3 clusters Score -2465292 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2465417.750000 Penalty: 2976.344971
	Iteration 21Q: 3 clusters Score -2465418 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2465499.000000 Penalty: 2976.344971
	Iteration 22Q: 3 clusters Score -2465499 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2465557.250000 Penalty: 2976.344971
	Iteration 23Q: 3 clusters Score -2465557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2465607.750000 Penalty: 2976.344971
	Iteration 24Q: 3 clusters Score -2465608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2465635.000000 Penalty: 2976.344971
	Iteration 25Q: 3 clusters Score -2465635 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2465659.750000 Penalty: 2976.344971
	Iteration 26Q: 3 clusters Score -2465660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2465682.250000 Penalty: 2976.344971
	Iteration 27Q: 3 clusters Score -2465682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2465703.000000 Penalty: 2976.344971
	Iteration 28Q: 3 clusters Score -2465703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2465709.750000 Penalty: 2976.344971
	Iteration 29Q: 3 clusters Score -2465710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2465723.750000 Penalty: 2976.344971
	Iteration 30Q: 3 clusters Score -2465724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2465731.250000 Penalty: 2976.344971
	Iteration 31Q: 3 clusters Score -2465731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2465742.750000 Penalty: 2976.344971
	Iteration 32Q: 3 clusters Score -2465743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2465751.000000 Penalty: 2976.344971
	Iteration 33Q: 3 clusters Score -2465751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2465756.000000 Penalty: 2976.344971
	Iteration 34Q: 3 clusters Score -2465756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2465764.250000 Penalty: 2976.344971
	Iteration 35Q: 3 clusters Score -2465764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2465764.000000 Penalty: 2976.344971
	Iteration 36Q: 3 clusters Score -2465764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2465773.250000 Penalty: 2976.344971
	Iteration 37Q: 3 clusters Score -2465773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2465783.750000 Penalty: 2976.344971
	Iteration 38Q: 3 clusters Score -2465784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2465783.000000 Penalty: 2976.344971
	Iteration 39Q: 3 clusters Score -2465783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2465788.250000 Penalty: 2976.344971
	Iteration 40F: 3 clusters Score -2465788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2465791.000000 Penalty: 2976.344971
	Iteration 41Q: 3 clusters Score -2465791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2465794.000000 Penalty: 2976.344971
	Iteration 42Q: 3 clusters Score -2465794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2465794.250000 Penalty: 2976.344971
	Iteration 43Q: 3 clusters Score -2465794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2465796.000000 Penalty: 2976.344971
	Iteration 44Q: 3 clusters Score -2465796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2465797.000000 Penalty: 2976.344971
	Iteration 45Q: 3 clusters Score -2465797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2465797.000000 Penalty: 2976.344971
	Iteration 46F: 3 clusters Score -2465797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Entering Unmasked Estep 
Score: -4180234.250000 Penalty: 1567.132324
	Iteration 0F: 2 clusters Score -4180234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4156000.000000 Penalty: 3134.264648
	Iteration 0F: 3 clusters Score -4156000 nChanged 17049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4165304.750000 Penalty: 3134.264648
	Iteration 1F: 3 clusters Score -4165305 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -4165886.250000 Penalty: 3134.264648
	Iteration 2Q: 3 clusters Score -4165886 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4166507.250000 Penalty: 3134.264648
	Iteration 3Q: 3 clusters Score -4166507 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -4167276.250000 Penalty: 3134.264648
	Iteration 4Q: 3 clusters Score -4167276 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4168236.000000 Penalty: 3134.264648
	Iteration 5F: 3 clusters Score -4168236 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -4169227.250000 Penalty: 3134.264648
	Iteration 6F: 3 clusters Score -4169227 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4170189.000000 Penalty: 3134.264648
	Iteration 7F: 3 clusters Score -4170189 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4171071.500000 Penalty: 3134.264648
	Iteration 8Q: 3 clusters Score -4171072 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -4171777.000000 Penalty: 3134.264648
	Iteration 9Q: 3 clusters Score -4171777 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4172371.500000 Penalty: 3134.264648
	Iteration 10Q: 3 clusters Score -4172372 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4172898.500000 Penalty: 3134.264648
	Iteration 11Q: 3 clusters Score -4172898 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4173413.250000 Penalty: 3134.264648
	Iteration 12Q: 3 clusters Score -4173413 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -4174044.250000 Penalty: 3134.264648
	Iteration 13Q: 3 clusters Score -4174044 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -4174724.000000 Penalty: 3134.264648
	Iteration 14Q: 3 clusters Score -4174724 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -4175421.250000 Penalty: 3134.264648
	Iteration 15Q: 3 clusters Score -4175421 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4175929.750000 Penalty: 3134.264648
	Iteration 16Q: 3 clusters Score -4175930 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -4176204.250000 Penalty: 3134.264648
	Iteration 17Q: 3 clusters Score -4176204 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -4176391.500000 Penalty: 3134.264648
	Iteration 18Q: 3 clusters Score -4176392 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4176539.500000 Penalty: 3134.264648
	Iteration 19Q: 3 clusters Score -4176540 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -4176621.000000 Penalty: 3134.264648
	Iteration 20F: 3 clusters Score -4176621 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -4176711.000000 Penalty: 3134.264648
	Iteration 21Q: 3 clusters Score -4176711 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -4176819.750000 Penalty: 3134.264648
	Iteration 22Q: 3 clusters Score -4176820 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -4176886.500000 Penalty: 3134.264648
	Iteration 23Q: 3 clusters Score -4176886 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -4176956.500000 Penalty: 3134.264648
	Iteration 24Q: 3 clusters Score -4176956 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4177019.000000 Penalty: 3134.264648
	Iteration 25Q: 3 clusters Score -4177019 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4177048.250000 Penalty: 3134.264648
	Iteration 26Q: 3 clusters Score -4177048 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -4177114.500000 Penalty: 3134.264648
	Iteration 27Q: 3 clusters Score -4177114 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -4177158.000000 Penalty: 3134.264648
	Iteration 28Q: 3 clusters Score -4177158 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4177199.250000 Penalty: 3134.264648
	Iteration 29Q: 3 clusters Score -4177199 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4177237.500000 Penalty: 3134.264648
	Iteration 30Q: 3 clusters Score -4177238 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4177277.750000 Penalty: 3134.264648
	Iteration 31Q: 3 clusters Score -4177278 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4177320.750000 Penalty: 3134.264648
	Iteration 32Q: 3 clusters Score -4177321 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -4177360.750000 Penalty: 3134.264648
	Iteration 33Q: 3 clusters Score -4177361 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -4177404.000000 Penalty: 3134.264648
	Iteration 34Q: 3 clusters Score -4177404 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4177440.500000 Penalty: 3134.264648
	Iteration 35Q: 3 clusters Score -4177440 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -4177470.000000 Penalty: 3134.264648
	Iteration 36Q: 3 clusters Score -4177470 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -4177488.750000 Penalty: 3134.264648
	Iteration 37Q: 3 clusters Score -4177489 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4177530.750000 Penalty: 3134.264648
	Iteration 38Q: 3 clusters Score -4177531 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -4177557.000000 Penalty: 3134.264648
	Iteration 39Q: 3 clusters Score -4177557 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4177591.750000 Penalty: 3134.264648
	Iteration 40F: 3 clusters Score -4177592 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4177605.000000 Penalty: 3134.264648
	Iteration 41Q: 3 clusters Score -4177605 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -4177619.250000 Penalty: 3134.264648
	Iteration 42Q: 3 clusters Score -4177619 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4177643.750000 Penalty: 3134.264648
	Iteration 43Q: 3 clusters Score -4177644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4177650.250000 Penalty: 3134.264648
	Iteration 44Q: 3 clusters Score -4177650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4177677.750000 Penalty: 3134.264648
	Iteration 45Q: 3 clusters Score -4177678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4177718.250000 Penalty: 3134.264648
	Iteration 46Q: 3 clusters Score -4177718 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4177734.750000 Penalty: 3134.264648
	Iteration 47Q: 3 clusters Score -4177735 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -4177758.500000 Penalty: 3134.264648
	Iteration 48Q: 3 clusters Score -4177758 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4177788.500000 Penalty: 3134.264648
	Iteration 49Q: 3 clusters Score -4177788 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4177816.000000 Penalty: 3134.264648
	Iteration 50Q: 3 clusters Score -4177816 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4177828.500000 Penalty: 3134.264648
	Iteration 51Q: 3 clusters Score -4177828 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4177872.750000 Penalty: 3134.264648
	Iteration 52Q: 3 clusters Score -4177873 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4177914.000000 Penalty: 3134.264648
	Iteration 53Q: 3 clusters Score -4177914 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4177953.250000 Penalty: 3134.264648
	Iteration 54Q: 3 clusters Score -4177953 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4177990.250000 Penalty: 3134.264648
	Iteration 55Q: 3 clusters Score -4177990 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4178037.250000 Penalty: 3134.264648
	Iteration 56Q: 3 clusters Score -4178037 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4178073.000000 Penalty: 3134.264648
	Iteration 57Q: 3 clusters Score -4178073 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4178133.250000 Penalty: 3134.264648
	Iteration 58Q: 3 clusters Score -4178133 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4178175.750000 Penalty: 3134.264648
	Iteration 59Q: 3 clusters Score -4178176 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4178222.500000 Penalty: 3134.264648
	Iteration 60F: 3 clusters Score -4178222 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4178279.000000 Penalty: 3134.264648
	Iteration 61Q: 3 clusters Score -4178279 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4178351.750000 Penalty: 3134.264648
	Iteration 62Q: 3 clusters Score -4178352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4178408.750000 Penalty: 3134.264648
	Iteration 63Q: 3 clusters Score -4178409 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4178446.250000 Penalty: 3134.264648
	Iteration 64Q: 3 clusters Score -4178446 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4178467.250000 Penalty: 3134.264648
	Iteration 65Q: 3 clusters Score -4178467 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4178503.000000 Penalty: 3134.264648
	Iteration 66Q: 3 clusters Score -4178503 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4178535.500000 Penalty: 3134.264648
	Iteration 67Q: 3 clusters Score -4178536 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4178549.250000 Penalty: 3134.264648
	Iteration 68Q: 3 clusters Score -4178549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4178562.000000 Penalty: 3134.264648
	Iteration 69Q: 3 clusters Score -4178562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4178563.750000 Penalty: 3134.264648
	Iteration 70Q: 3 clusters Score -4178564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4178599.500000 Penalty: 3134.264648
	Iteration 71Q: 3 clusters Score -4178600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4178606.750000 Penalty: 3134.264648
	Iteration 72Q: 3 clusters Score -4178607 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4178626.500000 Penalty: 3134.264648
	Iteration 73Q: 3 clusters Score -4178626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -4178632.000000 Penalty: 3134.264648
	Iteration 74Q: 3 clusters Score -4178632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -4178652.750000 Penalty: 3134.264648
	Iteration 75Q: 3 clusters Score -4178653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4178679.000000 Penalty: 3134.264648
	Iteration 76Q: 3 clusters Score -4178679 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4178686.500000 Penalty: 3134.264648
	Iteration 77Q: 3 clusters Score -4178686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4178704.500000 Penalty: 3134.264648
	Iteration 78Q: 3 clusters Score -4178704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -4178722.000000 Penalty: 3134.264648
	Iteration 79Q: 3 clusters Score -4178722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4178729.750000 Penalty: 3134.264648
	Iteration 80F: 3 clusters Score -4178730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4178756.000000 Penalty: 3134.264648
	Iteration 81Q: 3 clusters Score -4178756 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -4178771.750000 Penalty: 3134.264648
	Iteration 82Q: 3 clusters Score -4178772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4178779.000000 Penalty: 3134.264648
	Iteration 83Q: 3 clusters Score -4178779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4178796.250000 Penalty: 3134.264648
	Iteration 84Q: 3 clusters Score -4178796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -4178812.750000 Penalty: 3134.264648
	Iteration 85Q: 3 clusters Score -4178813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4178823.750000 Penalty: 3134.264648
	Iteration 86Q: 3 clusters Score -4178824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4178848.750000 Penalty: 3134.264648
	Iteration 87Q: 3 clusters Score -4178849 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -4178874.000000 Penalty: 3134.264648
	Iteration 88Q: 3 clusters Score -4178874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4178891.500000 Penalty: 3134.264648
	Iteration 89Q: 3 clusters Score -4178892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -4178901.500000 Penalty: 3134.264648
	Iteration 90Q: 3 clusters Score -4178902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4178914.250000 Penalty: 3134.264648
	Iteration 91Q: 3 clusters Score -4178914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -4178925.250000 Penalty: 3134.264648
	Iteration 92Q: 3 clusters Score -4178925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -4178944.000000 Penalty: 3134.264648
	Iteration 93Q: 3 clusters Score -4178944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -4178964.000000 Penalty: 3134.264648
	Iteration 94Q: 3 clusters Score -4178964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -4178966.250000 Penalty: 3134.264648
	Iteration 95Q: 3 clusters Score -4178966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4178972.000000 Penalty: 3134.264648
	Iteration 96Q: 3 clusters Score -4178972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4178984.000000 Penalty: 3134.264648
	Iteration 97Q: 3 clusters Score -4178984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4178990.750000 Penalty: 3134.264648
	Iteration 98Q: 3 clusters Score -4178991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4178998.250000 Penalty: 3134.264648
	Iteration 99Q: 3 clusters Score -4178998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4178998.750000 Penalty: 3134.264648
	Iteration 100F: 3 clusters Score -4178999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4179013.250000 Penalty: 3134.264648
	Iteration 101Q: 3 clusters Score -4179013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -4179017.500000 Penalty: 3134.264648
	Iteration 102Q: 3 clusters Score -4179018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -4179016.000000 Penalty: 3134.264648
	Iteration 103Q: 3 clusters Score -4179016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -4179027.000000 Penalty: 3134.264648
	Iteration 104Q: 3 clusters Score -4179027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -4179024.500000 Penalty: 3134.264648
	Iteration 105Q: 3 clusters Score -4179024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4179025.250000 Penalty: 3134.264648
	Iteration 106Q: 3 clusters Score -4179025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4179029.500000 Penalty: 3134.264648
	Iteration 107Q: 3 clusters Score -4179030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -4179035.750000 Penalty: 3134.264648
	Iteration 108Q: 3 clusters Score -4179036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4179036.000000 Penalty: 3134.264648
	Iteration 109Q: 3 clusters Score -4179036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4179036.250000 Penalty: 3134.264648
	Iteration 110Q: 3 clusters Score -4179036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4179042.000000 Penalty: 3134.264648
	Iteration 111Q: 3 clusters Score -4179042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -4179040.250000 Penalty: 3134.264648
	Iteration 112Q: 3 clusters Score -4179040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4179044.000000 Penalty: 3134.264648
	Iteration 113Q: 3 clusters Score -4179044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4179042.500000 Penalty: 3134.264648
	Iteration 114Q: 3 clusters Score -4179042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4179043.000000 Penalty: 3134.264648
	Iteration 115Q: 3 clusters Score -4179043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4179042.250000 Penalty: 3134.264648
	Iteration 116Q: 3 clusters Score -4179042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4179043.250000 Penalty: 3134.264648
	Iteration 117Q: 3 clusters Score -4179043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -4179045.750000 Penalty: 3134.264648
	Iteration 118Q: 3 clusters Score -4179046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4179044.500000 Penalty: 3134.264648
	Iteration 119Q: 3 clusters Score -4179044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4179048.000000 Penalty: 3134.264648
	Iteration 120F: 3 clusters Score -4179048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4179042.750000 Penalty: 3134.264648
	Iteration 121Q: 3 clusters Score -4179043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4179043.000000 Penalty: 3134.264648
	Iteration 122Q: 3 clusters Score -4179043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4179045.500000 Penalty: 3134.264648
	Iteration 123Q: 3 clusters Score -4179046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4179047.750000 Penalty: 3134.264648
	Iteration 124Q: 3 clusters Score -4179048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4179048.750000 Penalty: 3134.264648
	Iteration 125Q: 3 clusters Score -4179049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4179048.750000 Penalty: 3134.264648
	Iteration 126F: 3 clusters Score -4179049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Entering Unmasked Estep 
Score: -730927.812500 Penalty: 1299.318970
	Iteration 0F: 2 clusters Score -730927.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -726470.687500 Penalty: 2598.637939
	Iteration 0F: 3 clusters Score -726470.7 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -727830.562500 Penalty: 2598.637939
	Iteration 1F: 3 clusters Score -727830.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -728038.187500 Penalty: 2598.637939
	Iteration 2F: 3 clusters Score -728038.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -728151.562500 Penalty: 2598.637939
	Iteration 3Q: 3 clusters Score -728151.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -728242.875000 Penalty: 2598.637939
	Iteration 4Q: 3 clusters Score -728242.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -728311.250000 Penalty: 2598.637939
	Iteration 5Q: 3 clusters Score -728311.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -728364.312500 Penalty: 2598.637939
	Iteration 6Q: 3 clusters Score -728364.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -728408.312500 Penalty: 2598.637939
	Iteration 7Q: 3 clusters Score -728408.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -728446.812500 Penalty: 2598.637939
	Iteration 8Q: 3 clusters Score -728446.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -728477.312500 Penalty: 2598.637939
	Iteration 9Q: 3 clusters Score -728477.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -728495.875000 Penalty: 2598.637939
	Iteration 10Q: 3 clusters Score -728495.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -728517.062500 Penalty: 2598.637939
	Iteration 11Q: 3 clusters Score -728517.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -728535.875000 Penalty: 2598.637939
	Iteration 12Q: 3 clusters Score -728535.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -728554.750000 Penalty: 2598.637939
	Iteration 13Q: 3 clusters Score -728554.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -728569.500000 Penalty: 2598.637939
	Iteration 14Q: 3 clusters Score -728569.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -728578.312500 Penalty: 2598.637939
	Iteration 15Q: 3 clusters Score -728578.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -728591.750000 Penalty: 2598.637939
	Iteration 16Q: 3 clusters Score -728591.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -728603.875000 Penalty: 2598.637939
	Iteration 17Q: 3 clusters Score -728603.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -728610.500000 Penalty: 2598.637939
	Iteration 18Q: 3 clusters Score -728610.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -728623.125000 Penalty: 2598.637939
	Iteration 19Q: 3 clusters Score -728623.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -728634.187500 Penalty: 2598.637939
	Iteration 20F: 3 clusters Score -728634.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -728643.375000 Penalty: 2598.637939
	Iteration 21Q: 3 clusters Score -728643.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -728652.437500 Penalty: 2598.637939
	Iteration 22Q: 3 clusters Score -728652.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -728661.125000 Penalty: 2598.637939
	Iteration 23Q: 3 clusters Score -728661.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -728668.625000 Penalty: 2598.637939
	Iteration 24Q: 3 clusters Score -728668.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -728674.250000 Penalty: 2598.637939
	Iteration 25Q: 3 clusters Score -728674.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -728680.312500 Penalty: 2598.637939
	Iteration 26Q: 3 clusters Score -728680.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -728683.625000 Penalty: 2598.637939
	Iteration 27Q: 3 clusters Score -728683.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -728687.375000 Penalty: 2598.637939
	Iteration 28Q: 3 clusters Score -728687.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -728694.125000 Penalty: 2598.637939
	Iteration 29Q: 3 clusters Score -728694.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -728696.937500 Penalty: 2598.637939
	Iteration 30Q: 3 clusters Score -728696.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -728700.875000 Penalty: 2598.637939
	Iteration 31Q: 3 clusters Score -728700.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -728705.312500 Penalty: 2598.637939
	Iteration 32Q: 3 clusters Score -728705.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -728711.000000 Penalty: 2598.637939
	Iteration 33Q: 3 clusters Score -728711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -728713.250000 Penalty: 2598.637939
	Iteration 34Q: 3 clusters Score -728713.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -728718.187500 Penalty: 2598.637939
	Iteration 35Q: 3 clusters Score -728718.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -728719.062500 Penalty: 2598.637939
	Iteration 36Q: 3 clusters Score -728719.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -728721.875000 Penalty: 2598.637939
	Iteration 37Q: 3 clusters Score -728721.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -728726.000000 Penalty: 2598.637939
	Iteration 38Q: 3 clusters Score -728726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -728728.250000 Penalty: 2598.637939
	Iteration 39Q: 3 clusters Score -728728.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -728736.375000 Penalty: 2598.637939
	Iteration 40F: 3 clusters Score -728736.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -728743.187500 Penalty: 2598.637939
	Iteration 41Q: 3 clusters Score -728743.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -728747.562500 Penalty: 2598.637939
	Iteration 42Q: 3 clusters Score -728747.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -728754.625000 Penalty: 2598.637939
	Iteration 43Q: 3 clusters Score -728754.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -728760.687500 Penalty: 2598.637939
	Iteration 44Q: 3 clusters Score -728760.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -728762.812500 Penalty: 2598.637939
	Iteration 45Q: 3 clusters Score -728762.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -728766.312500 Penalty: 2598.637939
	Iteration 46Q: 3 clusters Score -728766.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -728768.937500 Penalty: 2598.637939
	Iteration 47Q: 3 clusters Score -728768.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -728775.750000 Penalty: 2598.637939
	Iteration 48Q: 3 clusters Score -728775.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -728781.000000 Penalty: 2598.637939
	Iteration 49Q: 3 clusters Score -728781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -728786.000000 Penalty: 2598.637939
	Iteration 50Q: 3 clusters Score -728786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -728793.000000 Penalty: 2598.637939
	Iteration 51Q: 3 clusters Score -728793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -728799.312500 Penalty: 2598.637939
	Iteration 52Q: 3 clusters Score -728799.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -728805.375000 Penalty: 2598.637939
	Iteration 53Q: 3 clusters Score -728805.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -728815.562500 Penalty: 2598.637939
	Iteration 54Q: 3 clusters Score -728815.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -728826.750000 Penalty: 2598.637939
	Iteration 55Q: 3 clusters Score -728826.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -728842.062500 Penalty: 2598.637939
	Iteration 56Q: 3 clusters Score -728842.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -728860.062500 Penalty: 2598.637939
	Iteration 57Q: 3 clusters Score -728860.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -728877.625000 Penalty: 2598.637939
	Iteration 58Q: 3 clusters Score -728877.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -728891.812500 Penalty: 2598.637939
	Iteration 59Q: 3 clusters Score -728891.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -728908.375000 Penalty: 2598.637939
	Iteration 60F: 3 clusters Score -728908.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -728926.812500 Penalty: 2598.637939
	Iteration 61Q: 3 clusters Score -728926.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -728937.312500 Penalty: 2598.637939
	Iteration 62Q: 3 clusters Score -728937.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -728955.187500 Penalty: 2598.637939
	Iteration 63Q: 3 clusters Score -728955.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -728966.687500 Penalty: 2598.637939
	Iteration 64Q: 3 clusters Score -728966.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -728980.687500 Penalty: 2598.637939
	Iteration 65Q: 3 clusters Score -728980.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -728999.812500 Penalty: 2598.637939
	Iteration 66Q: 3 clusters Score -728999.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -729024.750000 Penalty: 2598.637939
	Iteration 67Q: 3 clusters Score -729024.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -729055.812500 Penalty: 2598.637939
	Iteration 68Q: 3 clusters Score -729055.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -729084.750000 Penalty: 2598.637939
	Iteration 69Q: 3 clusters Score -729084.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -729106.625000 Penalty: 2598.637939
	Iteration 70Q: 3 clusters Score -729106.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -729131.687500 Penalty: 2598.637939
	Iteration 71Q: 3 clusters Score -729131.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -729158.375000 Penalty: 2598.637939
	Iteration 72Q: 3 clusters Score -729158.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -729184.750000 Penalty: 2598.637939
	Iteration 73Q: 3 clusters Score -729184.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -729214.187500 Penalty: 2598.637939
	Iteration 74Q: 3 clusters Score -729214.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -729250.375000 Penalty: 2598.637939
	Iteration 75Q: 3 clusters Score -729250.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -729289.187500 Penalty: 2598.637939
	Iteration 76Q: 3 clusters Score -729289.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -729320.312500 Penalty: 2598.637939
	Iteration 77Q: 3 clusters Score -729320.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -729359.937500 Penalty: 2598.637939
	Iteration 78Q: 3 clusters Score -729359.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -729401.687500 Penalty: 2598.637939
	Iteration 79Q: 3 clusters Score -729401.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -729434.750000 Penalty: 2598.637939
	Iteration 80F: 3 clusters Score -729434.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -729468.437500 Penalty: 2598.637939
	Iteration 81Q: 3 clusters Score -729468.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -729500.250000 Penalty: 2598.637939
	Iteration 82Q: 3 clusters Score -729500.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -729529.312500 Penalty: 2598.637939
	Iteration 83Q: 3 clusters Score -729529.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -729566.062500 Penalty: 2598.637939
	Iteration 84Q: 3 clusters Score -729566.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -729599.937500 Penalty: 2598.637939
	Iteration 85Q: 3 clusters Score -729599.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -729629.437500 Penalty: 2598.637939
	Iteration 86Q: 3 clusters Score -729629.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -729655.875000 Penalty: 2598.637939
	Iteration 87Q: 3 clusters Score -729655.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -729678.562500 Penalty: 2598.637939
	Iteration 88Q: 3 clusters Score -729678.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -729701.125000 Penalty: 2598.637939
	Iteration 89Q: 3 clusters Score -729701.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -729721.000000 Penalty: 2598.637939
	Iteration 90Q: 3 clusters Score -729721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -729737.875000 Penalty: 2598.637939
	Iteration 91Q: 3 clusters Score -729737.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -729750.750000 Penalty: 2598.637939
	Iteration 92Q: 3 clusters Score -729750.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -729768.625000 Penalty: 2598.637939
	Iteration 93Q: 3 clusters Score -729768.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -729786.250000 Penalty: 2598.637939
	Iteration 94Q: 3 clusters Score -729786.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -729798.312500 Penalty: 2598.637939
	Iteration 95Q: 3 clusters Score -729798.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -729805.875000 Penalty: 2598.637939
	Iteration 96Q: 3 clusters Score -729805.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -729817.125000 Penalty: 2598.637939
	Iteration 97Q: 3 clusters Score -729817.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -729819.750000 Penalty: 2598.637939
	Iteration 98Q: 3 clusters Score -729819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -729822.625000 Penalty: 2598.637939
	Iteration 99Q: 3 clusters Score -729822.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -729823.687500 Penalty: 2598.637939
	Iteration 100F: 3 clusters Score -729823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -729826.312500 Penalty: 2598.637939
	Iteration 101Q: 3 clusters Score -729826.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -729828.437500 Penalty: 2598.637939
	Iteration 102Q: 3 clusters Score -729828.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -729830.125000 Penalty: 2598.637939
	Iteration 103Q: 3 clusters Score -729830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -729832.500000 Penalty: 2598.637939
	Iteration 104Q: 3 clusters Score -729832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -729832.812500 Penalty: 2598.637939
	Iteration 105Q: 3 clusters Score -729832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -729835.562500 Penalty: 2598.637939
	Iteration 106Q: 3 clusters Score -729835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -729835.750000 Penalty: 2598.637939
	Iteration 107Q: 3 clusters Score -729835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -729835.562500 Penalty: 2598.637939
	Iteration 108Q: 3 clusters Score -729835.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -729839.562500 Penalty: 2598.637939
	Iteration 109Q: 3 clusters Score -729839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -729838.375000 Penalty: 2598.637939
	Iteration 110Q: 3 clusters Score -729838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -729842.562500 Penalty: 2598.637939
	Iteration 111Q: 3 clusters Score -729842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -729842.562500 Penalty: 2598.637939
	Iteration 112F: 3 clusters Score -729842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -186574.906250 Penalty: 1109.692261
	Iteration 0F: 2 clusters Score -186574.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -184870.531250 Penalty: 2219.384521
	Iteration 0F: 3 clusters Score -184870.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -185280.406250 Penalty: 2219.384521
	Iteration 1F: 3 clusters Score -185280.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -185407.531250 Penalty: 2219.384521
	Iteration 2F: 3 clusters Score -185407.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185456.703125 Penalty: 2219.384521
	Iteration 3Q: 3 clusters Score -185456.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -185493.203125 Penalty: 2219.384521
	Iteration 4Q: 3 clusters Score -185493.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -185523.828125 Penalty: 2219.384521
	Iteration 5Q: 3 clusters Score -185523.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -185542.828125 Penalty: 2219.384521
	Iteration 6Q: 3 clusters Score -185542.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -185553.343750 Penalty: 2219.384521
	Iteration 7Q: 3 clusters Score -185553.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -185558.484375 Penalty: 2219.384521
	Iteration 8Q: 3 clusters Score -185558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -185561.453125 Penalty: 2219.384521
	Iteration 9Q: 3 clusters Score -185561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -185562.687500 Penalty: 2219.384521
	Iteration 10Q: 3 clusters Score -185562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185563.281250 Penalty: 2219.384521
	Iteration 11Q: 3 clusters Score -185563.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185563.281250 Penalty: 2219.384521
	Iteration 12F: 3 clusters Score -185563.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1688271.375000 Penalty: 1431.751587
	Iteration 0F: 2 clusters Score -1688271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1678324.875000 Penalty: 2863.503174
	Iteration 0F: 3 clusters Score -1678325 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1681764.875000 Penalty: 2863.503174
	Iteration 1F: 3 clusters Score -1681765 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1682124.375000 Penalty: 2863.503174
	Iteration 2F: 3 clusters Score -1682124 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1682436.625000 Penalty: 2863.503174
	Iteration 3Q: 3 clusters Score -1682437 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1682746.875000 Penalty: 2863.503174
	Iteration 4Q: 3 clusters Score -1682747 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1683128.000000 Penalty: 2863.503174
	Iteration 5Q: 3 clusters Score -1683128 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1683581.000000 Penalty: 2863.503174
	Iteration 6F: 3 clusters Score -1683581 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1684108.875000 Penalty: 2863.503174
	Iteration 7F: 3 clusters Score -1684109 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1684726.250000 Penalty: 2863.503174
	Iteration 8F: 3 clusters Score -1684726 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1685352.125000 Penalty: 2863.503174
	Iteration 9F: 3 clusters Score -1685352 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1685920.625000 Penalty: 2863.503174
	Iteration 10Q: 3 clusters Score -1685921 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1686351.750000 Penalty: 2863.503174
	Iteration 11Q: 3 clusters Score -1686352 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1686628.875000 Penalty: 2863.503174
	Iteration 12Q: 3 clusters Score -1686629 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1686777.000000 Penalty: 2863.503174
	Iteration 13Q: 3 clusters Score -1686777 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1686884.250000 Penalty: 2863.503174
	Iteration 14Q: 3 clusters Score -1686884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1686947.125000 Penalty: 2863.503174
	Iteration 15Q: 3 clusters Score -1686947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1687003.625000 Penalty: 2863.503174
	Iteration 16Q: 3 clusters Score -1687004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1687023.500000 Penalty: 2863.503174
	Iteration 17Q: 3 clusters Score -1687024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1687038.000000 Penalty: 2863.503174
	Iteration 18Q: 3 clusters Score -1687038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1687046.125000 Penalty: 2863.503174
	Iteration 19Q: 3 clusters Score -1687046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1687059.500000 Penalty: 2863.503174
	Iteration 20F: 3 clusters Score -1687060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1687068.875000 Penalty: 2863.503174
	Iteration 21Q: 3 clusters Score -1687069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1687079.250000 Penalty: 2863.503174
	Iteration 22Q: 3 clusters Score -1687079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1687090.500000 Penalty: 2863.503174
	Iteration 23Q: 3 clusters Score -1687090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1687099.625000 Penalty: 2863.503174
	Iteration 24Q: 3 clusters Score -1687100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1687101.500000 Penalty: 2863.503174
	Iteration 25Q: 3 clusters Score -1687102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1687099.625000 Penalty: 2863.503174
	Iteration 26Q: 3 clusters Score -1687100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1687102.375000 Penalty: 2863.503174
	Iteration 27Q: 3 clusters Score -1687102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1687105.000000 Penalty: 2863.503174
	Iteration 28Q: 3 clusters Score -1687105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1687108.500000 Penalty: 2863.503174
	Iteration 29Q: 3 clusters Score -1687108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1687109.750000 Penalty: 2863.503174
	Iteration 30Q: 3 clusters Score -1687110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1687113.250000 Penalty: 2863.503174
	Iteration 31Q: 3 clusters Score -1687113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1687115.750000 Penalty: 2863.503174
	Iteration 32Q: 3 clusters Score -1687116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1687115.125000 Penalty: 2863.503174
	Iteration 33Q: 3 clusters Score -1687115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1687115.125000 Penalty: 2863.503174
	Iteration 34F: 3 clusters Score -1687115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Entering Unmasked Estep 
Score: -2986695.250000 Penalty: 1516.932495
	Iteration 0F: 2 clusters Score -2986695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2969373.750000 Penalty: 3033.864990
	Iteration 0F: 3 clusters Score -2969374 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2975765.750000 Penalty: 3033.864990
	Iteration 1F: 3 clusters Score -2975766 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2976284.750000 Penalty: 3033.864990
	Iteration 2F: 3 clusters Score -2976285 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2976738.750000 Penalty: 3033.864990
	Iteration 3Q: 3 clusters Score -2976739 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2977169.750000 Penalty: 3033.864990
	Iteration 4Q: 3 clusters Score -2977170 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2977607.250000 Penalty: 3033.864990
	Iteration 5Q: 3 clusters Score -2977607 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2978084.000000 Penalty: 3033.864990
	Iteration 6Q: 3 clusters Score -2978084 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2978562.000000 Penalty: 3033.864990
	Iteration 7Q: 3 clusters Score -2978562 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2979072.500000 Penalty: 3033.864990
	Iteration 8Q: 3 clusters Score -2979072 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2979583.250000 Penalty: 3033.864990
	Iteration 9Q: 3 clusters Score -2979583 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2980086.250000 Penalty: 3033.864990
	Iteration 10Q: 3 clusters Score -2980086 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2980534.500000 Penalty: 3033.864990
	Iteration 11Q: 3 clusters Score -2980534 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2980955.000000 Penalty: 3033.864990
	Iteration 12Q: 3 clusters Score -2980955 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2981394.750000 Penalty: 3033.864990
	Iteration 13Q: 3 clusters Score -2981395 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2981842.750000 Penalty: 3033.864990
	Iteration 14Q: 3 clusters Score -2981843 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2982375.250000 Penalty: 3033.864990
	Iteration 15Q: 3 clusters Score -2982375 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2982953.250000 Penalty: 3033.864990
	Iteration 16Q: 3 clusters Score -2982953 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2983528.000000 Penalty: 3033.864990
	Iteration 17Q: 3 clusters Score -2983528 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2984009.250000 Penalty: 3033.864990
	Iteration 18Q: 3 clusters Score -2984009 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2984448.500000 Penalty: 3033.864990
	Iteration 19Q: 3 clusters Score -2984448 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2984806.250000 Penalty: 3033.864990
	Iteration 20F: 3 clusters Score -2984806 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2985063.000000 Penalty: 3033.864990
	Iteration 21Q: 3 clusters Score -2985063 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2985257.750000 Penalty: 3033.864990
	Iteration 22Q: 3 clusters Score -2985258 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2985385.250000 Penalty: 3033.864990
	Iteration 23Q: 3 clusters Score -2985385 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2985480.750000 Penalty: 3033.864990
	Iteration 24Q: 3 clusters Score -2985481 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2985549.000000 Penalty: 3033.864990
	Iteration 25Q: 3 clusters Score -2985549 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2985605.000000 Penalty: 3033.864990
	Iteration 26Q: 3 clusters Score -2985605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2985652.000000 Penalty: 3033.864990
	Iteration 27Q: 3 clusters Score -2985652 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2985696.000000 Penalty: 3033.864990
	Iteration 28Q: 3 clusters Score -2985696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2985726.500000 Penalty: 3033.864990
	Iteration 29Q: 3 clusters Score -2985726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2985759.000000 Penalty: 3033.864990
	Iteration 30Q: 3 clusters Score -2985759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2985780.500000 Penalty: 3033.864990
	Iteration 31Q: 3 clusters Score -2985780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2985803.750000 Penalty: 3033.864990
	Iteration 32Q: 3 clusters Score -2985804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2985817.750000 Penalty: 3033.864990
	Iteration 33Q: 3 clusters Score -2985818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2985827.500000 Penalty: 3033.864990
	Iteration 34Q: 3 clusters Score -2985828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2985833.500000 Penalty: 3033.864990
	Iteration 35Q: 3 clusters Score -2985834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2985848.250000 Penalty: 3033.864990
	Iteration 36Q: 3 clusters Score -2985848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2985851.000000 Penalty: 3033.864990
	Iteration 37Q: 3 clusters Score -2985851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2985857.750000 Penalty: 3033.864990
	Iteration 38Q: 3 clusters Score -2985858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2985864.750000 Penalty: 3033.864990
	Iteration 39Q: 3 clusters Score -2985865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2985869.500000 Penalty: 3033.864990
	Iteration 40F: 3 clusters Score -2985870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2985872.500000 Penalty: 3033.864990
	Iteration 41Q: 3 clusters Score -2985872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2985878.500000 Penalty: 3033.864990
	Iteration 42Q: 3 clusters Score -2985878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2985883.000000 Penalty: 3033.864990
	Iteration 43Q: 3 clusters Score -2985883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2985886.250000 Penalty: 3033.864990
	Iteration 44Q: 3 clusters Score -2985886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2985885.250000 Penalty: 3033.864990
	Iteration 45Q: 3 clusters Score -2985885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2985888.000000 Penalty: 3033.864990
	Iteration 46Q: 3 clusters Score -2985888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2985895.750000 Penalty: 3033.864990
	Iteration 47Q: 3 clusters Score -2985896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2985901.500000 Penalty: 3033.864990
	Iteration 48Q: 3 clusters Score -2985902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2985897.500000 Penalty: 3033.864990
	Iteration 49Q: 3 clusters Score -2985898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2985899.750000 Penalty: 3033.864990
	Iteration 50Q: 3 clusters Score -2985900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2985899.750000 Penalty: 3033.864990
	Iteration 51F: 3 clusters Score -2985900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26483 members 
Mstep: Class 5 contains 19689 members 
Mstep: Class 6 contains 92976 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40747 members 
Mstep: Class 9 contains 10863 members 
Mstep: Class 10 contains 17859 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29852 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3351 members 
Mstep: Class 19 contains 38137 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40223 members 
Mstep: Class 22 contains 1520 members 
Mstep: Class 23 contains 56331 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37489 members 
Mstep: Class 27 contains 6198 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957368.000000 Penalty: 60297.722656
Iteration 319Q: 31 clusters Score -7.895737e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 2416 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19687 members 
Mstep: Class 6 contains 92952 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40747 members 
Mstep: Class 9 contains 10867 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29847 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40223 members 
Mstep: Class 22 contains 1502 members 
Mstep: Class 23 contains 56331 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 37488 members 
Mstep: Class 27 contains 6214 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957296.000000 Penalty: 60297.722656
Iteration 320F: 31 clusters Score -7.89573e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19684 members 
Mstep: Class 6 contains 92927 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40747 members 
Mstep: Class 9 contains 10872 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29848 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3392 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40223 members 
Mstep: Class 22 contains 1486 members 
Mstep: Class 23 contains 56325 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37490 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957376.000000 Penalty: 60297.722656
Iteration 321Q: 31 clusters Score -7.895738e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 2422 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19686 members 
Mstep: Class 6 contains 92900 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40746 members 
Mstep: Class 9 contains 10882 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49724 members 
Mstep: Class 14 contains 29846 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 38126 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40223 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 56321 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37490 members 
Mstep: Class 27 contains 6254 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957560.000000 Penalty: 60297.722656
Iteration 322Q: 31 clusters Score -7.895756e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19683 members 
Mstep: Class 6 contains 92871 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40746 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29843 members 
Mstep: Class 15 contains 23471 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40223 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 56322 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37491 members 
Mstep: Class 27 contains 6266 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957648.000000 Penalty: 60297.722656
Iteration 323Q: 31 clusters Score -7.895765e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 2433 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19681 members 
Mstep: Class 6 contains 92851 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40745 members 
Mstep: Class 9 contains 10891 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29832 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40223 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 56311 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37491 members 
Mstep: Class 27 contains 6286 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957512.000000 Penalty: 60297.722656
Iteration 324Q: 31 clusters Score -7.895751e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19675 members 
Mstep: Class 6 contains 92820 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40747 members 
Mstep: Class 9 contains 10908 members 
Mstep: Class 10 contains 17860 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29829 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3485 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40224 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 56304 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37495 members 
Mstep: Class 27 contains 6305 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 26774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957568.000000 Penalty: 60297.722656
Iteration 325Q: 31 clusters Score -7.895757e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19672 members 
Mstep: Class 6 contains 92786 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40747 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 17861 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29822 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40224 members 
Mstep: Class 22 contains 1382 members 
Mstep: Class 23 contains 56282 members 
Mstep: Class 24 contains 826 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37499 members 
Mstep: Class 27 contains 6329 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957544.000000 Penalty: 60297.722656
Iteration 326Q: 31 clusters Score -7.895754e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19676 members 
Mstep: Class 6 contains 92772 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40747 members 
Mstep: Class 9 contains 10925 members 
Mstep: Class 10 contains 17861 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29816 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3551 members 
Mstep: Class 19 contains 38128 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40224 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 56266 members 
Mstep: Class 24 contains 825 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37502 members 
Mstep: Class 27 contains 6333 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957552.000000 Penalty: 60297.722656
Iteration 327Q: 31 clusters Score -7.895755e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19671 members 
Mstep: Class 6 contains 92754 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40749 members 
Mstep: Class 9 contains 10934 members 
Mstep: Class 10 contains 17861 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29804 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 38131 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 40224 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 56281 members 
Mstep: Class 24 contains 823 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37505 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957632.000000 Penalty: 60297.722656
Iteration 328Q: 31 clusters Score -7.895763e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 2429 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19670 members 
Mstep: Class 6 contains 92745 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40748 members 
Mstep: Class 9 contains 10939 members 
Mstep: Class 10 contains 17862 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29791 members 
Mstep: Class 15 contains 23472 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40225 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 56271 members 
Mstep: Class 24 contains 823 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37506 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957832.000000 Penalty: 60297.722656
Iteration 329Q: 31 clusters Score -7.895783e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 2434 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 92734 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40749 members 
Mstep: Class 9 contains 10951 members 
Mstep: Class 10 contains 17864 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29788 members 
Mstep: Class 15 contains 23473 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 18 contains 3642 members 
Mstep: Class 19 contains 38128 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40225 members 
Mstep: Class 22 contains 1302 members 
Mstep: Class 23 contains 56268 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37508 members 
Mstep: Class 27 contains 6305 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957784.000000 Penalty: 60297.722656
Iteration 330Q: 31 clusters Score -7.895778e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 2441 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 92724 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40748 members 
Mstep: Class 9 contains 10952 members 
Mstep: Class 10 contains 17864 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29784 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 18 contains 3677 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1286 members 
Mstep: Class 23 contains 56263 members 
Mstep: Class 24 contains 821 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37509 members 
Mstep: Class 27 contains 6288 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957744.000000 Penalty: 60297.722656
Iteration 331Q: 31 clusters Score -7.895774e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19667 members 
Mstep: Class 6 contains 92705 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40748 members 
Mstep: Class 9 contains 10951 members 
Mstep: Class 10 contains 17864 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29784 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 18 contains 3711 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 56259 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37511 members 
Mstep: Class 27 contains 6285 members 
Mstep: Class 28 contains 1737 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957776.000000 Penalty: 60297.722656
Iteration 332Q: 31 clusters Score -7.895778e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19666 members 
Mstep: Class 6 contains 92695 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40748 members 
Mstep: Class 9 contains 10961 members 
Mstep: Class 10 contains 17864 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29778 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 18 contains 3736 members 
Mstep: Class 19 contains 38132 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 56255 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37515 members 
Mstep: Class 27 contains 6267 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957728.000000 Penalty: 60297.722656
Iteration 333Q: 31 clusters Score -7.895773e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19665 members 
Mstep: Class 6 contains 92690 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40748 members 
Mstep: Class 9 contains 10968 members 
Mstep: Class 10 contains 17865 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29779 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 18 contains 3753 members 
Mstep: Class 19 contains 38133 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 56244 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37516 members 
Mstep: Class 27 contains 6256 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957784.000000 Penalty: 60297.722656
Iteration 334Q: 31 clusters Score -7.895778e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19665 members 
Mstep: Class 6 contains 92678 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40748 members 
Mstep: Class 9 contains 10976 members 
Mstep: Class 10 contains 17865 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29785 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 18 contains 3768 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1257 members 
Mstep: Class 23 contains 56224 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37517 members 
Mstep: Class 27 contains 6252 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957840.000000 Penalty: 60297.722656
Iteration 335Q: 31 clusters Score -7.895784e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 92660 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40749 members 
Mstep: Class 9 contains 10989 members 
Mstep: Class 10 contains 17865 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29787 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 56220 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37517 members 
Mstep: Class 27 contains 6236 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957752.000000 Penalty: 60297.722656
Iteration 336Q: 31 clusters Score -7.895775e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 19670 members 
Mstep: Class 6 contains 92648 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40749 members 
Mstep: Class 9 contains 10994 members 
Mstep: Class 10 contains 17866 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29788 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3813 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1245 members 
Mstep: Class 23 contains 56217 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37517 members 
Mstep: Class 27 contains 6218 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957824.000000 Penalty: 60297.722656
Iteration 337Q: 31 clusters Score -7.895782e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19672 members 
Mstep: Class 6 contains 92636 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40749 members 
Mstep: Class 9 contains 10997 members 
Mstep: Class 10 contains 17867 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29783 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 38136 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1239 members 
Mstep: Class 23 contains 56219 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37520 members 
Mstep: Class 27 contains 6198 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957800.000000 Penalty: 60297.722656
Iteration 338Q: 31 clusters Score -7.89578e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26485 members 
Mstep: Class 5 contains 19672 members 
Mstep: Class 6 contains 92619 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11016 members 
Mstep: Class 10 contains 17868 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29782 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3860 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1235 members 
Mstep: Class 23 contains 56214 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37520 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957784.000000 Penalty: 60297.722656
Iteration 339Q: 31 clusters Score -7.895778e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2462 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19672 members 
Mstep: Class 6 contains 92602 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 17869 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29793 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1233 members 
Mstep: Class 23 contains 56211 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37522 members 
Mstep: Class 27 contains 6159 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15094 members 
Mstep: Class 30 contains 26843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957888.000000 Penalty: 60297.722656
Iteration 340F: 31 clusters Score -7.895789e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19670 members 
Mstep: Class 6 contains 92585 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11038 members 
Mstep: Class 10 contains 17869 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29800 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3876 members 
Mstep: Class 19 contains 38132 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 56215 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37525 members 
Mstep: Class 27 contains 6155 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15095 members 
Mstep: Class 30 contains 26846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957928.000000 Penalty: 60297.722656
Iteration 341Q: 31 clusters Score -7.895793e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19671 members 
Mstep: Class 6 contains 92565 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11043 members 
Mstep: Class 10 contains 17869 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49725 members 
Mstep: Class 14 contains 29805 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3884 members 
Mstep: Class 19 contains 38130 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1222 members 
Mstep: Class 23 contains 56224 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37528 members 
Mstep: Class 27 contains 6148 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15095 members 
Mstep: Class 30 contains 26849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957920.000000 Penalty: 60297.722656
Iteration 342Q: 31 clusters Score -7.895792e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 92543 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40752 members 
Mstep: Class 9 contains 11048 members 
Mstep: Class 10 contains 17869 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29811 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3897 members 
Mstep: Class 19 contains 38128 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1217 members 
Mstep: Class 23 contains 56228 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37531 members 
Mstep: Class 27 contains 6143 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15095 members 
Mstep: Class 30 contains 26850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78957968.000000 Penalty: 60297.722656
Iteration 343Q: 31 clusters Score -7.895797e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 92521 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40752 members 
Mstep: Class 9 contains 11047 members 
Mstep: Class 10 contains 17869 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29808 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 38128 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1208 members 
Mstep: Class 23 contains 56239 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37536 members 
Mstep: Class 27 contains 6137 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15095 members 
Mstep: Class 30 contains 26854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958024.000000 Penalty: 60297.722656
Iteration 344Q: 31 clusters Score -7.895802e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 2480 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19669 members 
Mstep: Class 6 contains 92501 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11050 members 
Mstep: Class 10 contains 17869 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29807 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 38128 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 56254 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37539 members 
Mstep: Class 27 contains 6126 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15095 members 
Mstep: Class 30 contains 26861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958136.000000 Penalty: 60297.722656
Iteration 345Q: 31 clusters Score -7.895814e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 2485 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19669 members 
Mstep: Class 6 contains 92496 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40752 members 
Mstep: Class 9 contains 11057 members 
Mstep: Class 10 contains 17869 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29801 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1190 members 
Mstep: Class 23 contains 56248 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37543 members 
Mstep: Class 27 contains 6116 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15095 members 
Mstep: Class 30 contains 26864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958056.000000 Penalty: 60297.722656
Iteration 346Q: 31 clusters Score -7.895806e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 2488 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19668 members 
Mstep: Class 6 contains 92490 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11056 members 
Mstep: Class 10 contains 17870 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29794 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 38130 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1178 members 
Mstep: Class 23 contains 56253 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37548 members 
Mstep: Class 27 contains 6104 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958096.000000 Penalty: 60297.722656
Iteration 347Q: 31 clusters Score -7.89581e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 2490 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19670 members 
Mstep: Class 6 contains 92489 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11058 members 
Mstep: Class 10 contains 17870 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29789 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 38132 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1162 members 
Mstep: Class 23 contains 56262 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37553 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958080.000000 Penalty: 60297.722656
Iteration 348Q: 31 clusters Score -7.895808e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19665 members 
Mstep: Class 6 contains 92479 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11059 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29793 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 3981 members 
Mstep: Class 19 contains 38133 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1159 members 
Mstep: Class 23 contains 56251 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37553 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958048.000000 Penalty: 60297.722656
Iteration 349Q: 31 clusters Score -7.895805e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19664 members 
Mstep: Class 6 contains 92473 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11066 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29800 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 38136 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40226 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 56229 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37554 members 
Mstep: Class 27 contains 6087 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958088.000000 Penalty: 60297.722656
Iteration 350Q: 31 clusters Score -7.895809e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19666 members 
Mstep: Class 6 contains 92472 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11072 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29803 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4008 members 
Mstep: Class 19 contains 38136 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1143 members 
Mstep: Class 23 contains 56221 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37556 members 
Mstep: Class 27 contains 6074 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958144.000000 Penalty: 60297.722656
Iteration 351Q: 31 clusters Score -7.895814e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19666 members 
Mstep: Class 6 contains 92468 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11071 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29809 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4014 members 
Mstep: Class 19 contains 38136 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1143 members 
Mstep: Class 23 contains 56217 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37556 members 
Mstep: Class 27 contains 6069 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958152.000000 Penalty: 60297.722656
Iteration 352Q: 31 clusters Score -7.895815e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19665 members 
Mstep: Class 6 contains 92453 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11071 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29814 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4021 members 
Mstep: Class 19 contains 38133 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 56223 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37556 members 
Mstep: Class 27 contains 6069 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958152.000000 Penalty: 60297.722656
Iteration 353Q: 31 clusters Score -7.895815e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19664 members 
Mstep: Class 6 contains 92444 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11069 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29823 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4022 members 
Mstep: Class 19 contains 38131 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1139 members 
Mstep: Class 23 contains 56228 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37555 members 
Mstep: Class 27 contains 6069 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958248.000000 Penalty: 60297.722656
Iteration 354Q: 31 clusters Score -7.895825e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19663 members 
Mstep: Class 6 contains 92430 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 11069 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29827 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4029 members 
Mstep: Class 19 contains 38131 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1136 members 
Mstep: Class 23 contains 56237 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37555 members 
Mstep: Class 27 contains 6062 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958184.000000 Penalty: 60297.722656
Iteration 355Q: 31 clusters Score -7.895818e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19664 members 
Mstep: Class 6 contains 92414 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11072 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29832 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 19 contains 38131 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 56251 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37556 members 
Mstep: Class 27 contains 6052 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958128.000000 Penalty: 60297.722656
Iteration 356Q: 31 clusters Score -7.895813e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19664 members 
Mstep: Class 6 contains 92405 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11070 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29832 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 38132 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 56257 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37556 members 
Mstep: Class 27 contains 6047 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958128.000000 Penalty: 60297.722656
Iteration 357Q: 31 clusters Score -7.895813e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2500 members 
Mstep: Class 3 contains 1492 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19663 members 
Mstep: Class 6 contains 92396 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11069 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17563 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29834 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 38133 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 56270 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37556 members 
Mstep: Class 27 contains 6038 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958104.000000 Penalty: 60297.722656
Iteration 358Q: 31 clusters Score -7.89581e+07 nChanged 58
Entering ConstructFrom: 
Score: -78958104.000000 Penalty: 60297.722656
Entering ConstructFrom: 
Trying to split cluster 1 (65412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Entering Unmasked Estep 
Score: -7163542.500000 Penalty: 1649.963013
	Iteration 0F: 2 clusters Score -7163542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -7120674.500000 Penalty: 3299.926025
	Iteration 0F: 3 clusters Score -7120674 nChanged 30671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -7138032.500000 Penalty: 3299.926025
	Iteration 1F: 3 clusters Score -7138032 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -7138739.000000 Penalty: 3299.926025
	Iteration 2Q: 3 clusters Score -7138739 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7139651.000000 Penalty: 3299.926025
	Iteration 3Q: 3 clusters Score -7139651 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -7140959.500000 Penalty: 3299.926025
	Iteration 4Q: 3 clusters Score -7140960 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -7142690.000000 Penalty: 3299.926025
	Iteration 5F: 3 clusters Score -7142690 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -7144766.000000 Penalty: 3299.926025
	Iteration 6F: 3 clusters Score -7144766 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -7147177.000000 Penalty: 3299.926025
	Iteration 7F: 3 clusters Score -7147177 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -7149763.000000 Penalty: 3299.926025
	Iteration 8F: 3 clusters Score -7149763 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -7152380.500000 Penalty: 3299.926025
	Iteration 9F: 3 clusters Score -7152380 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -7154942.000000 Penalty: 3299.926025
	Iteration 10F: 3 clusters Score -7154942 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -7157461.500000 Penalty: 3299.926025
	Iteration 11Q: 3 clusters Score -7157462 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -7159495.500000 Penalty: 3299.926025
	Iteration 12Q: 3 clusters Score -7159496 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -7160943.000000 Penalty: 3299.926025
	Iteration 13Q: 3 clusters Score -7160943 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -7161779.000000 Penalty: 3299.926025
	Iteration 14Q: 3 clusters Score -7161779 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -7162214.500000 Penalty: 3299.926025
	Iteration 15Q: 3 clusters Score -7162214 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 63992 members 
Entering Unmasked Estep 
Score: -7162438.000000 Penalty: 3299.926025
	Iteration 16Q: 3 clusters Score -7162438 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -7162551.000000 Penalty: 3299.926025
	Iteration 17Q: 3 clusters Score -7162551 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -7162664.000000 Penalty: 3299.926025
	Iteration 18Q: 3 clusters Score -7162664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -7162748.500000 Penalty: 3299.926025
	Iteration 19Q: 3 clusters Score -7162748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -7162955.000000 Penalty: 3299.926025
	Iteration 20F: 3 clusters Score -7162955 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -7163164.500000 Penalty: 3299.926025
	Iteration 21Q: 3 clusters Score -7163164 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -7163222.000000 Penalty: 3299.926025
	Iteration 22Q: 3 clusters Score -7163222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -7163253.500000 Penalty: 3299.926025
	Iteration 23Q: 3 clusters Score -7163254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -7163293.000000 Penalty: 3299.926025
	Iteration 24Q: 3 clusters Score -7163293 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -7163297.000000 Penalty: 3299.926025
	Iteration 25Q: 3 clusters Score -7163297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 64230 members 
Entering Unmasked Estep 
Score: -7163302.500000 Penalty: 3299.926025
	Iteration 26Q: 3 clusters Score -7163302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -7163313.000000 Penalty: 3299.926025
	Iteration 27Q: 3 clusters Score -7163313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -7163311.000000 Penalty: 3299.926025
	Iteration 28Q: 3 clusters Score -7163311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -7163315.500000 Penalty: 3299.926025
	Iteration 29Q: 3 clusters Score -7163316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -7163330.500000 Penalty: 3299.926025
	Iteration 30Q: 3 clusters Score -7163330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -7163338.000000 Penalty: 3299.926025
	Iteration 31Q: 3 clusters Score -7163338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -7163341.000000 Penalty: 3299.926025
	Iteration 32Q: 3 clusters Score -7163341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -7163345.500000 Penalty: 3299.926025
	Iteration 33Q: 3 clusters Score -7163346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -7163350.000000 Penalty: 3299.926025
	Iteration 34Q: 3 clusters Score -7163350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -7163350.000000 Penalty: 3299.926025
	Iteration 35Q: 3 clusters Score -7163350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -7163354.000000 Penalty: 3299.926025
	Iteration 36Q: 3 clusters Score -7163354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -7163353.000000 Penalty: 3299.926025
	Iteration 37Q: 3 clusters Score -7163353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -7163354.000000 Penalty: 3299.926025
	Iteration 38Q: 3 clusters Score -7163354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -7163350.000000 Penalty: 3299.926025
	Iteration 39Q: 3 clusters Score -7163350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -7163350.000000 Penalty: 3299.926025
	Iteration 40F: 3 clusters Score -7163350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -263418.593750 Penalty: 1164.158569
	Iteration 0F: 2 clusters Score -263418.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -261247.281250 Penalty: 2328.317139
	Iteration 0F: 3 clusters Score -261247.3 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -261834.765625 Penalty: 2328.317139
	Iteration 1F: 3 clusters Score -261834.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -261966.625000 Penalty: 2328.317139
	Iteration 2F: 3 clusters Score -261966.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -262027.140625 Penalty: 2328.317139
	Iteration 3Q: 3 clusters Score -262027.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -262081.406250 Penalty: 2328.317139
	Iteration 4Q: 3 clusters Score -262081.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -262116.625000 Penalty: 2328.317139
	Iteration 5Q: 3 clusters Score -262116.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -262142.578125 Penalty: 2328.317139
	Iteration 6Q: 3 clusters Score -262142.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -262155.656250 Penalty: 2328.317139
	Iteration 7Q: 3 clusters Score -262155.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -262163.875000 Penalty: 2328.317139
	Iteration 8Q: 3 clusters Score -262163.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -262170.406250 Penalty: 2328.317139
	Iteration 9Q: 3 clusters Score -262170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262174.718750 Penalty: 2328.317139
	Iteration 10Q: 3 clusters Score -262174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262177.500000 Penalty: 2328.317139
	Iteration 11Q: 3 clusters Score -262177.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -262178.250000 Penalty: 2328.317139
	Iteration 12Q: 3 clusters Score -262178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -262178.437500 Penalty: 2328.317139
	Iteration 13Q: 3 clusters Score -262178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262182.406250 Penalty: 2328.317139
	Iteration 14Q: 3 clusters Score -262182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262185.375000 Penalty: 2328.317139
	Iteration 15Q: 3 clusters Score -262185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262188.625000 Penalty: 2328.317139
	Iteration 16Q: 3 clusters Score -262188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262188.843750 Penalty: 2328.317139
	Iteration 17Q: 3 clusters Score -262188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262189.812500 Penalty: 2328.317139
	Iteration 18Q: 3 clusters Score -262189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262190.687500 Penalty: 2328.317139
	Iteration 19Q: 3 clusters Score -262190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262191.250000 Penalty: 2328.317139
	Iteration 20F: 3 clusters Score -262191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262192.281250 Penalty: 2328.317139
	Iteration 21Q: 3 clusters Score -262192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262192.625000 Penalty: 2328.317139
	Iteration 22Q: 3 clusters Score -262192.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -262194.937500 Penalty: 2328.317139
	Iteration 23Q: 3 clusters Score -262194.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262198.531250 Penalty: 2328.317139
	Iteration 24Q: 3 clusters Score -262198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262201.312500 Penalty: 2328.317139
	Iteration 25Q: 3 clusters Score -262201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262204.843750 Penalty: 2328.317139
	Iteration 26Q: 3 clusters Score -262204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -262211.468750 Penalty: 2328.317139
	Iteration 27Q: 3 clusters Score -262211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -262213.562500 Penalty: 2328.317139
	Iteration 28Q: 3 clusters Score -262213.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -262216.937500 Penalty: 2328.317139
	Iteration 29Q: 3 clusters Score -262216.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -262221.000000 Penalty: 2328.317139
	Iteration 30Q: 3 clusters Score -262221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262227.156250 Penalty: 2328.317139
	Iteration 31Q: 3 clusters Score -262227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -262231.843750 Penalty: 2328.317139
	Iteration 32Q: 3 clusters Score -262231.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262238.156250 Penalty: 2328.317139
	Iteration 33Q: 3 clusters Score -262238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262240.812500 Penalty: 2328.317139
	Iteration 34Q: 3 clusters Score -262240.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -262245.625000 Penalty: 2328.317139
	Iteration 35Q: 3 clusters Score -262245.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -262249.031250 Penalty: 2328.317139
	Iteration 36Q: 3 clusters Score -262249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -262251.187500 Penalty: 2328.317139
	Iteration 37Q: 3 clusters Score -262251.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -262254.812500 Penalty: 2328.317139
	Iteration 38Q: 3 clusters Score -262254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -262256.625000 Penalty: 2328.317139
	Iteration 39Q: 3 clusters Score -262256.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -262261.093750 Penalty: 2328.317139
	Iteration 40F: 3 clusters Score -262261.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262266.718750 Penalty: 2328.317139
	Iteration 41Q: 3 clusters Score -262266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -262273.781250 Penalty: 2328.317139
	Iteration 42Q: 3 clusters Score -262273.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -262281.343750 Penalty: 2328.317139
	Iteration 43Q: 3 clusters Score -262281.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262290.843750 Penalty: 2328.317139
	Iteration 44Q: 3 clusters Score -262290.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262309.500000 Penalty: 2328.317139
	Iteration 45Q: 3 clusters Score -262309.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -262348.468750 Penalty: 2328.317139
	Iteration 46Q: 3 clusters Score -262348.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262391.437500 Penalty: 2328.317139
	Iteration 47Q: 3 clusters Score -262391.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -262436.687500 Penalty: 2328.317139
	Iteration 48Q: 3 clusters Score -262436.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -262500.312500 Penalty: 2328.317139
	Iteration 49Q: 3 clusters Score -262500.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -262567.343750 Penalty: 2328.317139
	Iteration 50Q: 3 clusters Score -262567.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -262616.937500 Penalty: 2328.317139
	Iteration 51Q: 3 clusters Score -262616.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -262662.062500 Penalty: 2328.317139
	Iteration 52Q: 3 clusters Score -262662.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262701.718750 Penalty: 2328.317139
	Iteration 53Q: 3 clusters Score -262701.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -262739.875000 Penalty: 2328.317139
	Iteration 54Q: 3 clusters Score -262739.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -262764.625000 Penalty: 2328.317139
	Iteration 55Q: 3 clusters Score -262764.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -262787.343750 Penalty: 2328.317139
	Iteration 56Q: 3 clusters Score -262787.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -262812.343750 Penalty: 2328.317139
	Iteration 57Q: 3 clusters Score -262812.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -262831.187500 Penalty: 2328.317139
	Iteration 58Q: 3 clusters Score -262831.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -262845.687500 Penalty: 2328.317139
	Iteration 59Q: 3 clusters Score -262845.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -262860.312500 Penalty: 2328.317139
	Iteration 60F: 3 clusters Score -262860.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -262873.000000 Penalty: 2328.317139
	Iteration 61Q: 3 clusters Score -262873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -262883.781250 Penalty: 2328.317139
	Iteration 62Q: 3 clusters Score -262883.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -262893.093750 Penalty: 2328.317139
	Iteration 63Q: 3 clusters Score -262893.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -262902.281250 Penalty: 2328.317139
	Iteration 64Q: 3 clusters Score -262902.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -262907.437500 Penalty: 2328.317139
	Iteration 65Q: 3 clusters Score -262907.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -262911.375000 Penalty: 2328.317139
	Iteration 66Q: 3 clusters Score -262911.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -262915.750000 Penalty: 2328.317139
	Iteration 67Q: 3 clusters Score -262915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -262922.406250 Penalty: 2328.317139
	Iteration 68Q: 3 clusters Score -262922.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -262928.593750 Penalty: 2328.317139
	Iteration 69Q: 3 clusters Score -262928.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -262931.937500 Penalty: 2328.317139
	Iteration 70Q: 3 clusters Score -262931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -262932.906250 Penalty: 2328.317139
	Iteration 71Q: 3 clusters Score -262932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -262934.437500 Penalty: 2328.317139
	Iteration 72Q: 3 clusters Score -262934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -262935.500000 Penalty: 2328.317139
	Iteration 73Q: 3 clusters Score -262935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -262935.906250 Penalty: 2328.317139
	Iteration 74Q: 3 clusters Score -262935.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -262935.906250 Penalty: 2328.317139
	Iteration 75F: 3 clusters Score -262935.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -158523.125000 Penalty: 1087.511230
	Iteration 0F: 2 clusters Score -158523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -156988.453125 Penalty: 2175.022461
	Iteration 0F: 3 clusters Score -156988.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -157381.484375 Penalty: 2175.022461
	Iteration 1F: 3 clusters Score -157381.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -157479.812500 Penalty: 2175.022461
	Iteration 2F: 3 clusters Score -157479.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -157530.890625 Penalty: 2175.022461
	Iteration 3Q: 3 clusters Score -157530.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157552.531250 Penalty: 2175.022461
	Iteration 4Q: 3 clusters Score -157552.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -157563.343750 Penalty: 2175.022461
	Iteration 5Q: 3 clusters Score -157563.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -157574.406250 Penalty: 2175.022461
	Iteration 6Q: 3 clusters Score -157574.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157580.031250 Penalty: 2175.022461
	Iteration 7Q: 3 clusters Score -157580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -157587.687500 Penalty: 2175.022461
	Iteration 8Q: 3 clusters Score -157587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -157593.734375 Penalty: 2175.022461
	Iteration 9Q: 3 clusters Score -157593.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -157598.203125 Penalty: 2175.022461
	Iteration 10Q: 3 clusters Score -157598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157604.234375 Penalty: 2175.022461
	Iteration 11Q: 3 clusters Score -157604.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157605.437500 Penalty: 2175.022461
	Iteration 12Q: 3 clusters Score -157605.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157605.437500 Penalty: 2175.022461
	Iteration 13F: 3 clusters Score -157605.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Entering Unmasked Estep 
Score: -2952156.750000 Penalty: 1515.434570
	Iteration 0F: 2 clusters Score -2952157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2935064.500000 Penalty: 3030.869141
	Iteration 0F: 3 clusters Score -2935064 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2941524.500000 Penalty: 3030.869141
	Iteration 1F: 3 clusters Score -2941524 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2942047.750000 Penalty: 3030.869141
	Iteration 2F: 3 clusters Score -2942048 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2942500.500000 Penalty: 3030.869141
	Iteration 3Q: 3 clusters Score -2942500 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2942901.500000 Penalty: 3030.869141
	Iteration 4Q: 3 clusters Score -2942902 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2943319.250000 Penalty: 3030.869141
	Iteration 5Q: 3 clusters Score -2943319 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2943771.500000 Penalty: 3030.869141
	Iteration 6Q: 3 clusters Score -2943772 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2944287.000000 Penalty: 3030.869141
	Iteration 7Q: 3 clusters Score -2944287 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2944935.500000 Penalty: 3030.869141
	Iteration 8Q: 3 clusters Score -2944936 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2945726.500000 Penalty: 3030.869141
	Iteration 9Q: 3 clusters Score -2945726 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2946725.250000 Penalty: 3030.869141
	Iteration 10F: 3 clusters Score -2946725 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2947821.500000 Penalty: 3030.869141
	Iteration 11F: 3 clusters Score -2947822 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2948880.000000 Penalty: 3030.869141
	Iteration 12F: 3 clusters Score -2948880 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -2949754.000000 Penalty: 3030.869141
	Iteration 13Q: 3 clusters Score -2949754 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2950404.500000 Penalty: 3030.869141
	Iteration 14Q: 3 clusters Score -2950404 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -2950784.000000 Penalty: 3030.869141
	Iteration 15Q: 3 clusters Score -2950784 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2950976.500000 Penalty: 3030.869141
	Iteration 16Q: 3 clusters Score -2950976 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -2951096.250000 Penalty: 3030.869141
	Iteration 17Q: 3 clusters Score -2951096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2951166.750000 Penalty: 3030.869141
	Iteration 18Q: 3 clusters Score -2951167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -2951205.500000 Penalty: 3030.869141
	Iteration 19Q: 3 clusters Score -2951206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2951230.500000 Penalty: 3030.869141
	Iteration 20F: 3 clusters Score -2951230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -2951250.250000 Penalty: 3030.869141
	Iteration 21Q: 3 clusters Score -2951250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -2951258.750000 Penalty: 3030.869141
	Iteration 22Q: 3 clusters Score -2951259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -2951275.000000 Penalty: 3030.869141
	Iteration 23Q: 3 clusters Score -2951275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -2951287.250000 Penalty: 3030.869141
	Iteration 24Q: 3 clusters Score -2951287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -2951295.750000 Penalty: 3030.869141
	Iteration 25Q: 3 clusters Score -2951296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2951311.750000 Penalty: 3030.869141
	Iteration 26Q: 3 clusters Score -2951312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -2951324.000000 Penalty: 3030.869141
	Iteration 27Q: 3 clusters Score -2951324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -2951327.750000 Penalty: 3030.869141
	Iteration 28Q: 3 clusters Score -2951328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -2951331.250000 Penalty: 3030.869141
	Iteration 29Q: 3 clusters Score -2951331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -2951342.250000 Penalty: 3030.869141
	Iteration 30Q: 3 clusters Score -2951342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -2951348.000000 Penalty: 3030.869141
	Iteration 31Q: 3 clusters Score -2951348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2951355.750000 Penalty: 3030.869141
	Iteration 32Q: 3 clusters Score -2951356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -2951355.000000 Penalty: 3030.869141
	Iteration 33Q: 3 clusters Score -2951355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -2951355.750000 Penalty: 3030.869141
	Iteration 34Q: 3 clusters Score -2951356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2951356.000000 Penalty: 3030.869141
	Iteration 35Q: 3 clusters Score -2951356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -2951358.250000 Penalty: 3030.869141
	Iteration 36Q: 3 clusters Score -2951358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -2951362.750000 Penalty: 3030.869141
	Iteration 37Q: 3 clusters Score -2951363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -2951369.250000 Penalty: 3030.869141
	Iteration 38Q: 3 clusters Score -2951369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2951373.500000 Penalty: 3030.869141
	Iteration 39Q: 3 clusters Score -2951374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2951376.750000 Penalty: 3030.869141
	Iteration 40F: 3 clusters Score -2951377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -2951378.500000 Penalty: 3030.869141
	Iteration 41Q: 3 clusters Score -2951378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2951377.750000 Penalty: 3030.869141
	Iteration 42Q: 3 clusters Score -2951378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -2951377.750000 Penalty: 3030.869141
	Iteration 43F: 3 clusters Score -2951378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Entering Unmasked Estep 
Score: -1983640.875000 Penalty: 1471.110229
	Iteration 0F: 2 clusters Score -1983641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1970865.875000 Penalty: 2942.220459
	Iteration 0F: 3 clusters Score -1970866 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1975508.625000 Penalty: 2942.220459
	Iteration 1F: 3 clusters Score -1975509 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1975877.750000 Penalty: 2942.220459
	Iteration 2F: 3 clusters Score -1975878 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1976197.250000 Penalty: 2942.220459
	Iteration 3Q: 3 clusters Score -1976197 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1976478.875000 Penalty: 2942.220459
	Iteration 4Q: 3 clusters Score -1976479 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1976735.875000 Penalty: 2942.220459
	Iteration 5Q: 3 clusters Score -1976736 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1976983.625000 Penalty: 2942.220459
	Iteration 6Q: 3 clusters Score -1976984 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1977216.875000 Penalty: 2942.220459
	Iteration 7Q: 3 clusters Score -1977217 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1977410.000000 Penalty: 2942.220459
	Iteration 8Q: 3 clusters Score -1977410 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1977587.875000 Penalty: 2942.220459
	Iteration 9Q: 3 clusters Score -1977588 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1977754.000000 Penalty: 2942.220459
	Iteration 10Q: 3 clusters Score -1977754 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1977929.000000 Penalty: 2942.220459
	Iteration 11Q: 3 clusters Score -1977929 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1978129.000000 Penalty: 2942.220459
	Iteration 12Q: 3 clusters Score -1978129 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1978366.250000 Penalty: 2942.220459
	Iteration 13Q: 3 clusters Score -1978366 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1978622.625000 Penalty: 2942.220459
	Iteration 14Q: 3 clusters Score -1978623 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1978900.875000 Penalty: 2942.220459
	Iteration 15Q: 3 clusters Score -1978901 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1979197.875000 Penalty: 2942.220459
	Iteration 16Q: 3 clusters Score -1979198 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1979520.250000 Penalty: 2942.220459
	Iteration 17Q: 3 clusters Score -1979520 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1979883.625000 Penalty: 2942.220459
	Iteration 18Q: 3 clusters Score -1979884 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1980287.375000 Penalty: 2942.220459
	Iteration 19Q: 3 clusters Score -1980287 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1980705.250000 Penalty: 2942.220459
	Iteration 20F: 3 clusters Score -1980705 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1981127.250000 Penalty: 2942.220459
	Iteration 21Q: 3 clusters Score -1981127 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1981495.625000 Penalty: 2942.220459
	Iteration 22Q: 3 clusters Score -1981496 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1981816.875000 Penalty: 2942.220459
	Iteration 23Q: 3 clusters Score -1981817 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1982030.500000 Penalty: 2942.220459
	Iteration 24Q: 3 clusters Score -1982030 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1982204.500000 Penalty: 2942.220459
	Iteration 25Q: 3 clusters Score -1982204 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1982328.875000 Penalty: 2942.220459
	Iteration 26Q: 3 clusters Score -1982329 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1982440.625000 Penalty: 2942.220459
	Iteration 27Q: 3 clusters Score -1982441 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1982527.750000 Penalty: 2942.220459
	Iteration 28Q: 3 clusters Score -1982528 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1982604.875000 Penalty: 2942.220459
	Iteration 29Q: 3 clusters Score -1982605 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1982659.625000 Penalty: 2942.220459
	Iteration 30Q: 3 clusters Score -1982660 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1982708.375000 Penalty: 2942.220459
	Iteration 31Q: 3 clusters Score -1982708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1982734.750000 Penalty: 2942.220459
	Iteration 32Q: 3 clusters Score -1982735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1982746.625000 Penalty: 2942.220459
	Iteration 33Q: 3 clusters Score -1982747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1982754.625000 Penalty: 2942.220459
	Iteration 34Q: 3 clusters Score -1982755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1982762.125000 Penalty: 2942.220459
	Iteration 35Q: 3 clusters Score -1982762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1982764.875000 Penalty: 2942.220459
	Iteration 36Q: 3 clusters Score -1982765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1982772.500000 Penalty: 2942.220459
	Iteration 37Q: 3 clusters Score -1982772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1982778.125000 Penalty: 2942.220459
	Iteration 38Q: 3 clusters Score -1982778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1982791.250000 Penalty: 2942.220459
	Iteration 39Q: 3 clusters Score -1982791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1982796.125000 Penalty: 2942.220459
	Iteration 40F: 3 clusters Score -1982796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1982805.500000 Penalty: 2942.220459
	Iteration 41Q: 3 clusters Score -1982806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1982814.875000 Penalty: 2942.220459
	Iteration 42Q: 3 clusters Score -1982815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1982822.750000 Penalty: 2942.220459
	Iteration 43Q: 3 clusters Score -1982823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1982827.500000 Penalty: 2942.220459
	Iteration 44Q: 3 clusters Score -1982828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1982827.875000 Penalty: 2942.220459
	Iteration 45Q: 3 clusters Score -1982828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1982827.125000 Penalty: 2942.220459
	Iteration 46Q: 3 clusters Score -1982827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1982827.125000 Penalty: 2942.220459
	Iteration 47F: 3 clusters Score -1982827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Entering Unmasked Estep 
Score: -10220347.000000 Penalty: 1701.342285
	Iteration 0F: 2 clusters Score -1.022035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -10159823.000000 Penalty: 3402.684570
	Iteration 0F: 3 clusters Score -1.015982e+07 nChanged 43667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -10185099.000000 Penalty: 3402.684570
	Iteration 1F: 3 clusters Score -1.01851e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -10186042.000000 Penalty: 3402.684570
	Iteration 2Q: 3 clusters Score -1.018604e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -10187081.000000 Penalty: 3402.684570
	Iteration 3Q: 3 clusters Score -1.018708e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -10188116.000000 Penalty: 3402.684570
	Iteration 4Q: 3 clusters Score -1.018812e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -10189302.000000 Penalty: 3402.684570
	Iteration 5Q: 3 clusters Score -1.01893e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -10190433.000000 Penalty: 3402.684570
	Iteration 6Q: 3 clusters Score -1.019043e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -10191468.000000 Penalty: 3402.684570
	Iteration 7Q: 3 clusters Score -1.019147e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -10192648.000000 Penalty: 3402.684570
	Iteration 8Q: 3 clusters Score -1.019265e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -10193833.000000 Penalty: 3402.684570
	Iteration 9Q: 3 clusters Score -1.019383e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -10195210.000000 Penalty: 3402.684570
	Iteration 10Q: 3 clusters Score -1.019521e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -10196901.000000 Penalty: 3402.684570
	Iteration 11Q: 3 clusters Score -1.01969e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -10198860.000000 Penalty: 3402.684570
	Iteration 12Q: 3 clusters Score -1.019886e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -10201084.000000 Penalty: 3402.684570
	Iteration 13Q: 3 clusters Score -1.020108e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -10203805.000000 Penalty: 3402.684570
	Iteration 14Q: 3 clusters Score -1.02038e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -10206765.000000 Penalty: 3402.684570
	Iteration 15Q: 3 clusters Score -1.020676e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -10209387.000000 Penalty: 3402.684570
	Iteration 16Q: 3 clusters Score -1.020939e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -10211431.000000 Penalty: 3402.684570
	Iteration 17Q: 3 clusters Score -1.021143e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
Score: -10212907.000000 Penalty: 3402.684570
	Iteration 18Q: 3 clusters Score -1.021291e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -10213813.000000 Penalty: 3402.684570
	Iteration 19Q: 3 clusters Score -1.021381e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -10214668.000000 Penalty: 3402.684570
	Iteration 20F: 3 clusters Score -1.021467e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 82079 members 
Entering Unmasked Estep 
Score: -10215274.000000 Penalty: 3402.684570
	Iteration 21Q: 3 clusters Score -1.021527e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -10215819.000000 Penalty: 3402.684570
	Iteration 22Q: 3 clusters Score -1.021582e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -10216286.000000 Penalty: 3402.684570
	Iteration 23Q: 3 clusters Score -1.021629e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -10216729.000000 Penalty: 3402.684570
	Iteration 24Q: 3 clusters Score -1.021673e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -10217064.000000 Penalty: 3402.684570
	Iteration 25Q: 3 clusters Score -1.021706e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -10217416.000000 Penalty: 3402.684570
	Iteration 26Q: 3 clusters Score -1.021742e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -10217827.000000 Penalty: 3402.684570
	Iteration 27Q: 3 clusters Score -1.021783e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 87986 members 
Entering Unmasked Estep 
Score: -10218067.000000 Penalty: 3402.684570
	Iteration 28Q: 3 clusters Score -1.021807e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -10218316.000000 Penalty: 3402.684570
	Iteration 29Q: 3 clusters Score -1.021832e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -10218510.000000 Penalty: 3402.684570
	Iteration 30Q: 3 clusters Score -1.021851e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -10218677.000000 Penalty: 3402.684570
	Iteration 31Q: 3 clusters Score -1.021868e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -10218840.000000 Penalty: 3402.684570
	Iteration 32Q: 3 clusters Score -1.021884e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 89887 members 
Entering Unmasked Estep 
Score: -10218910.000000 Penalty: 3402.684570
	Iteration 33Q: 3 clusters Score -1.021891e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -10219003.000000 Penalty: 3402.684570
	Iteration 34Q: 3 clusters Score -1.0219e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 90248 members 
Entering Unmasked Estep 
Score: -10219081.000000 Penalty: 3402.684570
	Iteration 35Q: 3 clusters Score -1.021908e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -10219096.000000 Penalty: 3402.684570
	Iteration 36Q: 3 clusters Score -1.02191e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 90494 members 
Entering Unmasked Estep 
Score: -10219133.000000 Penalty: 3402.684570
	Iteration 37Q: 3 clusters Score -1.021913e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 90594 members 
Entering Unmasked Estep 
Score: -10219183.000000 Penalty: 3402.684570
	Iteration 38Q: 3 clusters Score -1.021918e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -10219223.000000 Penalty: 3402.684570
	Iteration 39Q: 3 clusters Score -1.021922e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -10219246.000000 Penalty: 3402.684570
	Iteration 40F: 3 clusters Score -1.021925e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 90844 members 
Entering Unmasked Estep 
Score: -10219282.000000 Penalty: 3402.684570
	Iteration 41Q: 3 clusters Score -1.021928e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -10219328.000000 Penalty: 3402.684570
	Iteration 42Q: 3 clusters Score -1.021933e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -10219355.000000 Penalty: 3402.684570
	Iteration 43Q: 3 clusters Score -1.021936e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 91018 members 
Entering Unmasked Estep 
Score: -10219389.000000 Penalty: 3402.684570
	Iteration 44Q: 3 clusters Score -1.021939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
Score: -10219408.000000 Penalty: 3402.684570
	Iteration 45Q: 3 clusters Score -1.021941e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -10219422.000000 Penalty: 3402.684570
	Iteration 46Q: 3 clusters Score -1.021942e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -10219441.000000 Penalty: 3402.684570
	Iteration 47Q: 3 clusters Score -1.021944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -10219445.000000 Penalty: 3402.684570
	Iteration 48Q: 3 clusters Score -1.021944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 91136 members 
Entering Unmasked Estep 
Score: -10219445.000000 Penalty: 3402.684570
	Iteration 49Q: 3 clusters Score -1.021944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
Score: -10219456.000000 Penalty: 3402.684570
	Iteration 50Q: 3 clusters Score -1.021946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -10219453.000000 Penalty: 3402.684570
	Iteration 51Q: 3 clusters Score -1.021945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -10219461.000000 Penalty: 3402.684570
	Iteration 52Q: 3 clusters Score -1.021946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -10219468.000000 Penalty: 3402.684570
	Iteration 53Q: 3 clusters Score -1.021947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -10219464.000000 Penalty: 3402.684570
	Iteration 54Q: 3 clusters Score -1.021946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -10219467.000000 Penalty: 3402.684570
	Iteration 55Q: 3 clusters Score -1.021947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -10219466.000000 Penalty: 3402.684570
	Iteration 56Q: 3 clusters Score -1.021947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -10219466.000000 Penalty: 3402.684570
	Iteration 57Q: 3 clusters Score -1.021947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -10219460.000000 Penalty: 3402.684570
	Iteration 58Q: 3 clusters Score -1.021946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -10219463.000000 Penalty: 3402.684570
	Iteration 59Q: 3 clusters Score -1.021946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -10219469.000000 Penalty: 3402.684570
	Iteration 60F: 3 clusters Score -1.021947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -10219462.000000 Penalty: 3402.684570
	Iteration 61Q: 3 clusters Score -1.021946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -10219460.000000 Penalty: 3402.684570
	Iteration 62Q: 3 clusters Score -1.021946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -10219460.000000 Penalty: 3402.684570
	Iteration 63Q: 3 clusters Score -1.021946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -10219467.000000 Penalty: 3402.684570
	Iteration 64Q: 3 clusters Score -1.021947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 91232 members 
Entering Unmasked Estep 
Score: -10219461.000000 Penalty: 3402.684570
	Iteration 65Q: 3 clusters Score -1.021946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -10219461.000000 Penalty: 3402.684570
	Iteration 66Q: 3 clusters Score -1.021946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 91233 members 
Entering Unmasked Estep 
Score: -10219461.000000 Penalty: 3402.684570
	Iteration 67F: 3 clusters Score -1.021946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Entering Unmasked Estep 
Score: -2124423.750000 Penalty: 1466.045654
	Iteration 0F: 2 clusters Score -2124424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2112029.250000 Penalty: 2932.091309
	Iteration 0F: 3 clusters Score -2112029 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2116483.500000 Penalty: 2932.091309
	Iteration 1F: 3 clusters Score -2116484 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2116971.000000 Penalty: 2932.091309
	Iteration 2F: 3 clusters Score -2116971 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2117392.500000 Penalty: 2932.091309
	Iteration 3F: 3 clusters Score -2117392 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2117823.250000 Penalty: 2932.091309
	Iteration 4F: 3 clusters Score -2117823 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2118212.250000 Penalty: 2932.091309
	Iteration 5Q: 3 clusters Score -2118212 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2118597.250000 Penalty: 2932.091309
	Iteration 6Q: 3 clusters Score -2118597 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2118923.250000 Penalty: 2932.091309
	Iteration 7Q: 3 clusters Score -2118923 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2119209.750000 Penalty: 2932.091309
	Iteration 8Q: 3 clusters Score -2119210 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2119456.750000 Penalty: 2932.091309
	Iteration 9Q: 3 clusters Score -2119457 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2119626.500000 Penalty: 2932.091309
	Iteration 10Q: 3 clusters Score -2119626 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2119772.500000 Penalty: 2932.091309
	Iteration 11Q: 3 clusters Score -2119772 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2119881.250000 Penalty: 2932.091309
	Iteration 12Q: 3 clusters Score -2119881 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2119983.750000 Penalty: 2932.091309
	Iteration 13Q: 3 clusters Score -2119984 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2120050.250000 Penalty: 2932.091309
	Iteration 14Q: 3 clusters Score -2120050 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2120112.500000 Penalty: 2932.091309
	Iteration 15Q: 3 clusters Score -2120112 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2120176.500000 Penalty: 2932.091309
	Iteration 16Q: 3 clusters Score -2120176 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2120239.000000 Penalty: 2932.091309
	Iteration 17Q: 3 clusters Score -2120239 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2120304.500000 Penalty: 2932.091309
	Iteration 18Q: 3 clusters Score -2120304 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2120386.500000 Penalty: 2932.091309
	Iteration 19Q: 3 clusters Score -2120386 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2120468.500000 Penalty: 2932.091309
	Iteration 20F: 3 clusters Score -2120468 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2120563.750000 Penalty: 2932.091309
	Iteration 21Q: 3 clusters Score -2120564 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2120666.250000 Penalty: 2932.091309
	Iteration 22Q: 3 clusters Score -2120666 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2120779.000000 Penalty: 2932.091309
	Iteration 23Q: 3 clusters Score -2120779 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2120937.250000 Penalty: 2932.091309
	Iteration 24Q: 3 clusters Score -2120937 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2121102.750000 Penalty: 2932.091309
	Iteration 25Q: 3 clusters Score -2121103 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2121284.250000 Penalty: 2932.091309
	Iteration 26Q: 3 clusters Score -2121284 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2121504.750000 Penalty: 2932.091309
	Iteration 27Q: 3 clusters Score -2121505 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2121760.750000 Penalty: 2932.091309
	Iteration 28Q: 3 clusters Score -2121761 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2122030.000000 Penalty: 2932.091309
	Iteration 29Q: 3 clusters Score -2122030 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2122263.250000 Penalty: 2932.091309
	Iteration 30Q: 3 clusters Score -2122263 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2122487.500000 Penalty: 2932.091309
	Iteration 31Q: 3 clusters Score -2122488 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2122671.000000 Penalty: 2932.091309
	Iteration 32Q: 3 clusters Score -2122671 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2122819.500000 Penalty: 2932.091309
	Iteration 33Q: 3 clusters Score -2122820 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2122928.500000 Penalty: 2932.091309
	Iteration 34Q: 3 clusters Score -2122928 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2123032.250000 Penalty: 2932.091309
	Iteration 35Q: 3 clusters Score -2123032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2123097.250000 Penalty: 2932.091309
	Iteration 36Q: 3 clusters Score -2123097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2123136.250000 Penalty: 2932.091309
	Iteration 37Q: 3 clusters Score -2123136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2123170.250000 Penalty: 2932.091309
	Iteration 38Q: 3 clusters Score -2123170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2123192.000000 Penalty: 2932.091309
	Iteration 39Q: 3 clusters Score -2123192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2123215.500000 Penalty: 2932.091309
	Iteration 40F: 3 clusters Score -2123216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2123224.000000 Penalty: 2932.091309
	Iteration 41Q: 3 clusters Score -2123224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2123232.000000 Penalty: 2932.091309
	Iteration 42Q: 3 clusters Score -2123232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2123245.750000 Penalty: 2932.091309
	Iteration 43Q: 3 clusters Score -2123246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2123252.500000 Penalty: 2932.091309
	Iteration 44Q: 3 clusters Score -2123252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2123263.250000 Penalty: 2932.091309
	Iteration 45Q: 3 clusters Score -2123263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2123276.250000 Penalty: 2932.091309
	Iteration 46Q: 3 clusters Score -2123276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2123285.250000 Penalty: 2932.091309
	Iteration 47Q: 3 clusters Score -2123285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2123290.000000 Penalty: 2932.091309
	Iteration 48Q: 3 clusters Score -2123290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2123294.250000 Penalty: 2932.091309
	Iteration 49Q: 3 clusters Score -2123294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2123295.750000 Penalty: 2932.091309
	Iteration 50Q: 3 clusters Score -2123296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2123299.500000 Penalty: 2932.091309
	Iteration 51Q: 3 clusters Score -2123300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2123305.250000 Penalty: 2932.091309
	Iteration 52Q: 3 clusters Score -2123305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2123306.500000 Penalty: 2932.091309
	Iteration 53Q: 3 clusters Score -2123306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2123311.250000 Penalty: 2932.091309
	Iteration 54Q: 3 clusters Score -2123311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2123310.500000 Penalty: 2932.091309
	Iteration 55Q: 3 clusters Score -2123310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2123309.000000 Penalty: 2932.091309
	Iteration 56Q: 3 clusters Score -2123309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2123310.250000 Penalty: 2932.091309
	Iteration 57Q: 3 clusters Score -2123310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2123314.000000 Penalty: 2932.091309
	Iteration 58Q: 3 clusters Score -2123314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2123313.750000 Penalty: 2932.091309
	Iteration 59Q: 3 clusters Score -2123314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2123313.750000 Penalty: 2932.091309
	Iteration 60F: 3 clusters Score -2123314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Entering Unmasked Estep 
Score: -4493169.500000 Penalty: 1579.543457
	Iteration 0F: 2 clusters Score -4493170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4466686.500000 Penalty: 3159.086914
	Iteration 0F: 3 clusters Score -4466686 nChanged 18618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4476656.000000 Penalty: 3159.086914
	Iteration 1F: 3 clusters Score -4476656 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4477146.000000 Penalty: 3159.086914
	Iteration 2Q: 3 clusters Score -4477146 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -4477676.500000 Penalty: 3159.086914
	Iteration 3Q: 3 clusters Score -4477676 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4478173.500000 Penalty: 3159.086914
	Iteration 4Q: 3 clusters Score -4478174 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4478757.500000 Penalty: 3159.086914
	Iteration 5Q: 3 clusters Score -4478758 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -4479368.000000 Penalty: 3159.086914
	Iteration 6Q: 3 clusters Score -4479368 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4480062.500000 Penalty: 3159.086914
	Iteration 7Q: 3 clusters Score -4480062 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -4480738.500000 Penalty: 3159.086914
	Iteration 8Q: 3 clusters Score -4480738 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -4481373.500000 Penalty: 3159.086914
	Iteration 9Q: 3 clusters Score -4481374 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -4481874.500000 Penalty: 3159.086914
	Iteration 10Q: 3 clusters Score -4481874 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4482307.500000 Penalty: 3159.086914
	Iteration 11Q: 3 clusters Score -4482308 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4482618.000000 Penalty: 3159.086914
	Iteration 12Q: 3 clusters Score -4482618 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -4482871.500000 Penalty: 3159.086914
	Iteration 13Q: 3 clusters Score -4482872 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4483029.500000 Penalty: 3159.086914
	Iteration 14Q: 3 clusters Score -4483030 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4483181.000000 Penalty: 3159.086914
	Iteration 15Q: 3 clusters Score -4483181 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -4483265.000000 Penalty: 3159.086914
	Iteration 16Q: 3 clusters Score -4483265 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -4483321.000000 Penalty: 3159.086914
	Iteration 17Q: 3 clusters Score -4483321 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -4483370.000000 Penalty: 3159.086914
	Iteration 18Q: 3 clusters Score -4483370 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -4483381.000000 Penalty: 3159.086914
	Iteration 19Q: 3 clusters Score -4483381 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -4483403.000000 Penalty: 3159.086914
	Iteration 20F: 3 clusters Score -4483403 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4483416.500000 Penalty: 3159.086914
	Iteration 21Q: 3 clusters Score -4483416 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4483434.500000 Penalty: 3159.086914
	Iteration 22Q: 3 clusters Score -4483434 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4483445.000000 Penalty: 3159.086914
	Iteration 23Q: 3 clusters Score -4483445 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -4483457.500000 Penalty: 3159.086914
	Iteration 24Q: 3 clusters Score -4483458 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -4483457.500000 Penalty: 3159.086914
	Iteration 25Q: 3 clusters Score -4483458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -4483451.000000 Penalty: 3159.086914
	Iteration 26Q: 3 clusters Score -4483451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -4483464.500000 Penalty: 3159.086914
	Iteration 27Q: 3 clusters Score -4483464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -4483479.000000 Penalty: 3159.086914
	Iteration 28Q: 3 clusters Score -4483479 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -4483475.000000 Penalty: 3159.086914
	Iteration 29Q: 3 clusters Score -4483475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -4483480.000000 Penalty: 3159.086914
	Iteration 30Q: 3 clusters Score -4483480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -4483499.000000 Penalty: 3159.086914
	Iteration 31Q: 3 clusters Score -4483499 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4483495.500000 Penalty: 3159.086914
	Iteration 32Q: 3 clusters Score -4483496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -4483502.000000 Penalty: 3159.086914
	Iteration 33Q: 3 clusters Score -4483502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4483488.500000 Penalty: 3159.086914
	Iteration 34Q: 3 clusters Score -4483488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -4483495.500000 Penalty: 3159.086914
	Iteration 35Q: 3 clusters Score -4483496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -4483505.500000 Penalty: 3159.086914
	Iteration 36Q: 3 clusters Score -4483506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -4483507.500000 Penalty: 3159.086914
	Iteration 37Q: 3 clusters Score -4483508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -4483513.500000 Penalty: 3159.086914
	Iteration 38Q: 3 clusters Score -4483514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -4483518.000000 Penalty: 3159.086914
	Iteration 39Q: 3 clusters Score -4483518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -4483514.000000 Penalty: 3159.086914
	Iteration 40F: 3 clusters Score -4483514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -4483520.500000 Penalty: 3159.086914
	Iteration 41Q: 3 clusters Score -4483520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4483531.500000 Penalty: 3159.086914
	Iteration 42Q: 3 clusters Score -4483532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -4483540.500000 Penalty: 3159.086914
	Iteration 43Q: 3 clusters Score -4483540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -4483540.500000 Penalty: 3159.086914
	Iteration 44Q: 3 clusters Score -4483540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -4483538.000000 Penalty: 3159.086914
	Iteration 45Q: 3 clusters Score -4483538 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -4483555.000000 Penalty: 3159.086914
	Iteration 46Q: 3 clusters Score -4483555 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -4483564.500000 Penalty: 3159.086914
	Iteration 47Q: 3 clusters Score -4483564 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4483580.500000 Penalty: 3159.086914
	Iteration 48Q: 3 clusters Score -4483580 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -4483613.500000 Penalty: 3159.086914
	Iteration 49Q: 3 clusters Score -4483614 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -4483629.500000 Penalty: 3159.086914
	Iteration 50Q: 3 clusters Score -4483630 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -4483682.000000 Penalty: 3159.086914
	Iteration 51Q: 3 clusters Score -4483682 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4483717.000000 Penalty: 3159.086914
	Iteration 52Q: 3 clusters Score -4483717 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -4483783.000000 Penalty: 3159.086914
	Iteration 53Q: 3 clusters Score -4483783 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4483876.000000 Penalty: 3159.086914
	Iteration 54Q: 3 clusters Score -4483876 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -4484002.500000 Penalty: 3159.086914
	Iteration 55Q: 3 clusters Score -4484002 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4484160.000000 Penalty: 3159.086914
	Iteration 56Q: 3 clusters Score -4484160 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -4484487.000000 Penalty: 3159.086914
	Iteration 57Q: 3 clusters Score -4484487 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4484986.500000 Penalty: 3159.086914
	Iteration 58Q: 3 clusters Score -4484986 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4485694.500000 Penalty: 3159.086914
	Iteration 59Q: 3 clusters Score -4485694 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -4486620.500000 Penalty: 3159.086914
	Iteration 60F: 3 clusters Score -4486620 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4487851.000000 Penalty: 3159.086914
	Iteration 61Q: 3 clusters Score -4487851 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -4489094.500000 Penalty: 3159.086914
	Iteration 62Q: 3 clusters Score -4489094 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -4490244.500000 Penalty: 3159.086914
	Iteration 63Q: 3 clusters Score -4490244 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -4491046.000000 Penalty: 3159.086914
	Iteration 64Q: 3 clusters Score -4491046 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4491501.500000 Penalty: 3159.086914
	Iteration 65Q: 3 clusters Score -4491502 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -4491761.500000 Penalty: 3159.086914
	Iteration 66Q: 3 clusters Score -4491762 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -4491876.500000 Penalty: 3159.086914
	Iteration 67Q: 3 clusters Score -4491876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -4491937.500000 Penalty: 3159.086914
	Iteration 68Q: 3 clusters Score -4491938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -4491961.500000 Penalty: 3159.086914
	Iteration 69Q: 3 clusters Score -4491962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -4491983.000000 Penalty: 3159.086914
	Iteration 70Q: 3 clusters Score -4491983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -4491987.500000 Penalty: 3159.086914
	Iteration 71Q: 3 clusters Score -4491988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -4491997.500000 Penalty: 3159.086914
	Iteration 72Q: 3 clusters Score -4491998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -4492005.500000 Penalty: 3159.086914
	Iteration 73Q: 3 clusters Score -4492006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4492012.500000 Penalty: 3159.086914
	Iteration 74Q: 3 clusters Score -4492012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -4492017.000000 Penalty: 3159.086914
	Iteration 75Q: 3 clusters Score -4492017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -4492020.500000 Penalty: 3159.086914
	Iteration 76Q: 3 clusters Score -4492020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -4492026.500000 Penalty: 3159.086914
	Iteration 77Q: 3 clusters Score -4492026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -4492026.500000 Penalty: 3159.086914
	Iteration 78F: 3 clusters Score -4492026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Entering Unmasked Estep 
Score: -1193728.250000 Penalty: 1385.665161
	Iteration 0F: 2 clusters Score -1193728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1186354.375000 Penalty: 2771.330322
	Iteration 0F: 3 clusters Score -1186354 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1188751.000000 Penalty: 2771.330322
	Iteration 1F: 3 clusters Score -1188751 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1189107.625000 Penalty: 2771.330322
	Iteration 2F: 3 clusters Score -1189108 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1189420.750000 Penalty: 2771.330322
	Iteration 3F: 3 clusters Score -1189421 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1189721.000000 Penalty: 2771.330322
	Iteration 4Q: 3 clusters Score -1189721 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1190036.875000 Penalty: 2771.330322
	Iteration 5Q: 3 clusters Score -1190037 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1190344.250000 Penalty: 2771.330322
	Iteration 6F: 3 clusters Score -1190344 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1190608.500000 Penalty: 2771.330322
	Iteration 7Q: 3 clusters Score -1190608 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1190826.000000 Penalty: 2771.330322
	Iteration 8Q: 3 clusters Score -1190826 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1190984.250000 Penalty: 2771.330322
	Iteration 9Q: 3 clusters Score -1190984 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1191107.875000 Penalty: 2771.330322
	Iteration 10Q: 3 clusters Score -1191108 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1191197.250000 Penalty: 2771.330322
	Iteration 11Q: 3 clusters Score -1191197 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1191272.750000 Penalty: 2771.330322
	Iteration 12Q: 3 clusters Score -1191273 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1191326.375000 Penalty: 2771.330322
	Iteration 13Q: 3 clusters Score -1191326 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1191374.375000 Penalty: 2771.330322
	Iteration 14Q: 3 clusters Score -1191374 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1191398.875000 Penalty: 2771.330322
	Iteration 15Q: 3 clusters Score -1191399 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1191419.625000 Penalty: 2771.330322
	Iteration 16Q: 3 clusters Score -1191420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1191430.125000 Penalty: 2771.330322
	Iteration 17Q: 3 clusters Score -1191430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1191444.125000 Penalty: 2771.330322
	Iteration 18Q: 3 clusters Score -1191444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1191455.875000 Penalty: 2771.330322
	Iteration 19Q: 3 clusters Score -1191456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1191464.250000 Penalty: 2771.330322
	Iteration 20F: 3 clusters Score -1191464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1191467.500000 Penalty: 2771.330322
	Iteration 21Q: 3 clusters Score -1191468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1191474.000000 Penalty: 2771.330322
	Iteration 22Q: 3 clusters Score -1191474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1191479.125000 Penalty: 2771.330322
	Iteration 23Q: 3 clusters Score -1191479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1191484.625000 Penalty: 2771.330322
	Iteration 24Q: 3 clusters Score -1191485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1191493.500000 Penalty: 2771.330322
	Iteration 25Q: 3 clusters Score -1191494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1191494.750000 Penalty: 2771.330322
	Iteration 26Q: 3 clusters Score -1191495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1191497.500000 Penalty: 2771.330322
	Iteration 27Q: 3 clusters Score -1191498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1191510.500000 Penalty: 2771.330322
	Iteration 28Q: 3 clusters Score -1191510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1191514.000000 Penalty: 2771.330322
	Iteration 29Q: 3 clusters Score -1191514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1191521.125000 Penalty: 2771.330322
	Iteration 30Q: 3 clusters Score -1191521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1191524.250000 Penalty: 2771.330322
	Iteration 31Q: 3 clusters Score -1191524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1191523.750000 Penalty: 2771.330322
	Iteration 32Q: 3 clusters Score -1191524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1191530.375000 Penalty: 2771.330322
	Iteration 33Q: 3 clusters Score -1191530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1191532.125000 Penalty: 2771.330322
	Iteration 34Q: 3 clusters Score -1191532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1191535.750000 Penalty: 2771.330322
	Iteration 35Q: 3 clusters Score -1191536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1191541.125000 Penalty: 2771.330322
	Iteration 36Q: 3 clusters Score -1191541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1191543.125000 Penalty: 2771.330322
	Iteration 37Q: 3 clusters Score -1191543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1191550.125000 Penalty: 2771.330322
	Iteration 38Q: 3 clusters Score -1191550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1191553.125000 Penalty: 2771.330322
	Iteration 39Q: 3 clusters Score -1191553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1191557.625000 Penalty: 2771.330322
	Iteration 40F: 3 clusters Score -1191558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1191559.500000 Penalty: 2771.330322
	Iteration 41Q: 3 clusters Score -1191560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1191562.000000 Penalty: 2771.330322
	Iteration 42Q: 3 clusters Score -1191562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1191560.375000 Penalty: 2771.330322
	Iteration 43Q: 3 clusters Score -1191560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1191558.500000 Penalty: 2771.330322
	Iteration 44Q: 3 clusters Score -1191558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1191559.750000 Penalty: 2771.330322
	Iteration 45Q: 3 clusters Score -1191560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1191561.375000 Penalty: 2771.330322
	Iteration 46Q: 3 clusters Score -1191561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1191561.125000 Penalty: 2771.330322
	Iteration 47Q: 3 clusters Score -1191561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1191558.500000 Penalty: 2771.330322
	Iteration 48Q: 3 clusters Score -1191558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1191561.125000 Penalty: 2771.330322
	Iteration 49Q: 3 clusters Score -1191561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1191560.125000 Penalty: 2771.330322
	Iteration 50Q: 3 clusters Score -1191560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1191564.750000 Penalty: 2771.330322
	Iteration 51Q: 3 clusters Score -1191565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1191567.250000 Penalty: 2771.330322
	Iteration 52Q: 3 clusters Score -1191567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1191566.750000 Penalty: 2771.330322
	Iteration 53Q: 3 clusters Score -1191567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1191566.500000 Penalty: 2771.330322
	Iteration 54Q: 3 clusters Score -1191566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1191569.000000 Penalty: 2771.330322
	Iteration 55Q: 3 clusters Score -1191569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1191569.500000 Penalty: 2771.330322
	Iteration 56Q: 3 clusters Score -1191570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1191569.625000 Penalty: 2771.330322
	Iteration 57Q: 3 clusters Score -1191570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1191569.625000 Penalty: 2771.330322
	Iteration 58F: 3 clusters Score -1191570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Entering Unmasked Estep 
Score: -1989998.250000 Penalty: 1456.891113
	Iteration 0F: 2 clusters Score -1989998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1978130.000000 Penalty: 2913.782227
	Iteration 0F: 3 clusters Score -1978130 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1982428.375000 Penalty: 2913.782227
	Iteration 1F: 3 clusters Score -1982428 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1982898.500000 Penalty: 2913.782227
	Iteration 2F: 3 clusters Score -1982898 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1983323.750000 Penalty: 2913.782227
	Iteration 3F: 3 clusters Score -1983324 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1983744.500000 Penalty: 2913.782227
	Iteration 4F: 3 clusters Score -1983744 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1984209.750000 Penalty: 2913.782227
	Iteration 5F: 3 clusters Score -1984210 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1984764.125000 Penalty: 2913.782227
	Iteration 6F: 3 clusters Score -1984764 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1985362.625000 Penalty: 2913.782227
	Iteration 7F: 3 clusters Score -1985363 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1985900.000000 Penalty: 2913.782227
	Iteration 8F: 3 clusters Score -1985900 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1986386.250000 Penalty: 2913.782227
	Iteration 9Q: 3 clusters Score -1986386 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1986810.250000 Penalty: 2913.782227
	Iteration 10Q: 3 clusters Score -1986810 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1987196.375000 Penalty: 2913.782227
	Iteration 11Q: 3 clusters Score -1987196 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1987540.000000 Penalty: 2913.782227
	Iteration 12Q: 3 clusters Score -1987540 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1987814.000000 Penalty: 2913.782227
	Iteration 13Q: 3 clusters Score -1987814 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1988071.750000 Penalty: 2913.782227
	Iteration 14Q: 3 clusters Score -1988072 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1988258.125000 Penalty: 2913.782227
	Iteration 15Q: 3 clusters Score -1988258 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1988410.750000 Penalty: 2913.782227
	Iteration 16Q: 3 clusters Score -1988411 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1988542.375000 Penalty: 2913.782227
	Iteration 17Q: 3 clusters Score -1988542 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1988617.500000 Penalty: 2913.782227
	Iteration 18Q: 3 clusters Score -1988618 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1988683.500000 Penalty: 2913.782227
	Iteration 19Q: 3 clusters Score -1988684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1988732.875000 Penalty: 2913.782227
	Iteration 20F: 3 clusters Score -1988733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1988767.125000 Penalty: 2913.782227
	Iteration 21Q: 3 clusters Score -1988767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1988810.875000 Penalty: 2913.782227
	Iteration 22Q: 3 clusters Score -1988811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1988818.750000 Penalty: 2913.782227
	Iteration 23Q: 3 clusters Score -1988819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1988833.375000 Penalty: 2913.782227
	Iteration 24Q: 3 clusters Score -1988833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1988848.750000 Penalty: 2913.782227
	Iteration 25Q: 3 clusters Score -1988849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1988852.500000 Penalty: 2913.782227
	Iteration 26Q: 3 clusters Score -1988852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1988860.875000 Penalty: 2913.782227
	Iteration 27Q: 3 clusters Score -1988861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1988867.375000 Penalty: 2913.782227
	Iteration 28Q: 3 clusters Score -1988867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1988872.500000 Penalty: 2913.782227
	Iteration 29Q: 3 clusters Score -1988872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1988886.750000 Penalty: 2913.782227
	Iteration 30Q: 3 clusters Score -1988887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1988895.750000 Penalty: 2913.782227
	Iteration 31Q: 3 clusters Score -1988896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1988897.000000 Penalty: 2913.782227
	Iteration 32Q: 3 clusters Score -1988897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1988904.625000 Penalty: 2913.782227
	Iteration 33Q: 3 clusters Score -1988905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1988905.375000 Penalty: 2913.782227
	Iteration 34Q: 3 clusters Score -1988905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1988910.125000 Penalty: 2913.782227
	Iteration 35Q: 3 clusters Score -1988910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1988910.625000 Penalty: 2913.782227
	Iteration 36Q: 3 clusters Score -1988911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1988916.250000 Penalty: 2913.782227
	Iteration 37Q: 3 clusters Score -1988916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1988917.750000 Penalty: 2913.782227
	Iteration 38Q: 3 clusters Score -1988918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1988916.625000 Penalty: 2913.782227
	Iteration 39Q: 3 clusters Score -1988917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1988919.500000 Penalty: 2913.782227
	Iteration 40F: 3 clusters Score -1988920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1988922.125000 Penalty: 2913.782227
	Iteration 41Q: 3 clusters Score -1988922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1988925.125000 Penalty: 2913.782227
	Iteration 42Q: 3 clusters Score -1988925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1988926.000000 Penalty: 2913.782227
	Iteration 43Q: 3 clusters Score -1988926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1988927.125000 Penalty: 2913.782227
	Iteration 44Q: 3 clusters Score -1988927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1988927.125000 Penalty: 2913.782227
	Iteration 45F: 3 clusters Score -1988927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -1961701.625000 Penalty: 1454.295776
	Iteration 0F: 2 clusters Score -1961702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1950130.750000 Penalty: 2908.591553
	Iteration 0F: 3 clusters Score -1950131 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1954163.375000 Penalty: 2908.591553
	Iteration 1F: 3 clusters Score -1954163 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1954671.875000 Penalty: 2908.591553
	Iteration 2F: 3 clusters Score -1954672 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1955041.000000 Penalty: 2908.591553
	Iteration 3F: 3 clusters Score -1955041 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1955383.125000 Penalty: 2908.591553
	Iteration 4Q: 3 clusters Score -1955383 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1955686.750000 Penalty: 2908.591553
	Iteration 5Q: 3 clusters Score -1955687 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1955999.750000 Penalty: 2908.591553
	Iteration 6Q: 3 clusters Score -1956000 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1956270.625000 Penalty: 2908.591553
	Iteration 7Q: 3 clusters Score -1956271 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1956486.375000 Penalty: 2908.591553
	Iteration 8Q: 3 clusters Score -1956486 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1956700.000000 Penalty: 2908.591553
	Iteration 9Q: 3 clusters Score -1956700 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1956914.000000 Penalty: 2908.591553
	Iteration 10Q: 3 clusters Score -1956914 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1957107.375000 Penalty: 2908.591553
	Iteration 11Q: 3 clusters Score -1957107 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1957287.500000 Penalty: 2908.591553
	Iteration 12Q: 3 clusters Score -1957288 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1957436.375000 Penalty: 2908.591553
	Iteration 13Q: 3 clusters Score -1957436 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1957577.875000 Penalty: 2908.591553
	Iteration 14Q: 3 clusters Score -1957578 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1957738.500000 Penalty: 2908.591553
	Iteration 15Q: 3 clusters Score -1957738 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1957893.750000 Penalty: 2908.591553
	Iteration 16Q: 3 clusters Score -1957894 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1958077.125000 Penalty: 2908.591553
	Iteration 17Q: 3 clusters Score -1958077 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1958257.375000 Penalty: 2908.591553
	Iteration 18Q: 3 clusters Score -1958257 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1958412.250000 Penalty: 2908.591553
	Iteration 19Q: 3 clusters Score -1958412 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1958536.750000 Penalty: 2908.591553
	Iteration 20F: 3 clusters Score -1958537 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1958649.125000 Penalty: 2908.591553
	Iteration 21Q: 3 clusters Score -1958649 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1958749.000000 Penalty: 2908.591553
	Iteration 22Q: 3 clusters Score -1958749 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1958828.375000 Penalty: 2908.591553
	Iteration 23Q: 3 clusters Score -1958828 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1958896.875000 Penalty: 2908.591553
	Iteration 24Q: 3 clusters Score -1958897 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1958960.750000 Penalty: 2908.591553
	Iteration 25Q: 3 clusters Score -1958961 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1959006.250000 Penalty: 2908.591553
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1959054.250000 Penalty: 2908.591553
	Iteration 27Q: 3 clusters Score -1959054 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1959096 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1959140.375000 Penalty: 2908.591553
	Iteration 29Q: 3 clusters Score -1959140 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1959191.625000 Penalty: 2908.591553
	Iteration 30Q: 3 clusters Score -1959192 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1959251.250000 Penalty: 2908.591553
	Iteration 31Q: 3 clusters Score -1959251 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1959303.750000 Penalty: 2908.591553
	Iteration 32Q: 3 clusters Score -1959304 nChanged 167
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Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1959351.125000 Penalty: 2908.591553
	Iteration 33Q: 3 clusters Score -1959351 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1959420 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1959478 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1959520 nChanged 126
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Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1959560 nChanged 144
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Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1959604.250000 Penalty: 2908.591553
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Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1959657 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1959710 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 3481 members 
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	Iteration 42Q: 3 clusters Score -1959788 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1959869 nChanged 112
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Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1959896 nChanged 92
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Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14618 members 
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Mstep: Class 1 contains 14699 members 
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Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 2789 members 
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	Iteration 49Q: 3 clusters Score -1959997 nChanged 76
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Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1960018.375000 Penalty: 2908.591553
	Iteration 50Q: 3 clusters Score -1960018 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2632 members 
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Score: -1960039.500000 Penalty: 2908.591553
	Iteration 51Q: 3 clusters Score -1960040 nChanged 73
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Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1960059 nChanged 66
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Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1960086 nChanged 62
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Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1960108.750000 Penalty: 2908.591553
	Iteration 54Q: 3 clusters Score -1960109 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1960119 nChanged 59
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Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1960132 nChanged 44
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Mstep: Class 1 contains 15278 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1960148 nChanged 47
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Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1960162 nChanged 40
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Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1960173 nChanged 47
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Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1960188.125000 Penalty: 2908.591553
	Iteration 60F: 3 clusters Score -1960188 nChanged 38
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Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1960200.750000 Penalty: 2908.591553
	Iteration 61Q: 3 clusters Score -1960201 nChanged 35
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Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1960208.250000 Penalty: 2908.591553
	Iteration 62Q: 3 clusters Score -1960208 nChanged 31
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Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1960216.375000 Penalty: 2908.591553
	Iteration 63Q: 3 clusters Score -1960216 nChanged 32
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Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1960218.375000 Penalty: 2908.591553
	Iteration 64Q: 3 clusters Score -1960218 nChanged 28
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Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1960227.375000 Penalty: 2908.591553
	Iteration 65Q: 3 clusters Score -1960227 nChanged 38
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Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1960240.625000 Penalty: 2908.591553
	Iteration 66Q: 3 clusters Score -1960241 nChanged 31
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Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1960253.000000 Penalty: 2908.591553
	Iteration 67Q: 3 clusters Score -1960253 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1960260.625000 Penalty: 2908.591553
	Iteration 68Q: 3 clusters Score -1960261 nChanged 28
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Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1960265.250000 Penalty: 2908.591553
	Iteration 69Q: 3 clusters Score -1960265 nChanged 20
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Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1960263.500000 Penalty: 2908.591553
	Iteration 70Q: 3 clusters Score -1960264 nChanged 12
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Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1960271.750000 Penalty: 2908.591553
	Iteration 71Q: 3 clusters Score -1960272 nChanged 13
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Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1960272.250000 Penalty: 2908.591553
	Iteration 72Q: 3 clusters Score -1960272 nChanged 12
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Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1960270.000000 Penalty: 2908.591553
	Iteration 73Q: 3 clusters Score -1960270 nChanged 9
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Mstep: Class 1 contains 15730 members 
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Entering Unmasked Estep 
Score: -1960277.250000 Penalty: 2908.591553
	Iteration 74Q: 3 clusters Score -1960277 nChanged 12
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Mstep: Class 1 contains 15740 members 
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Entering Unmasked Estep 
Score: -1960282.625000 Penalty: 2908.591553
	Iteration 75Q: 3 clusters Score -1960283 nChanged 14
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Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1960282.500000 Penalty: 2908.591553
	Iteration 76Q: 3 clusters Score -1960282 nChanged 15
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Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1960289.750000 Penalty: 2908.591553
	Iteration 77Q: 3 clusters Score -1960290 nChanged 20
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Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1960293.375000 Penalty: 2908.591553
	Iteration 78Q: 3 clusters Score -1960293 nChanged 17
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Mstep: Class 1 contains 15806 members 
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Entering Unmasked Estep 
Score: -1960294.125000 Penalty: 2908.591553
	Iteration 79Q: 3 clusters Score -1960294 nChanged 16
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Mstep: Class 1 contains 15820 members 
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Entering Unmasked Estep 
Score: -1960297.750000 Penalty: 2908.591553
	Iteration 80F: 3 clusters Score -1960298 nChanged 19
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Mstep: Class 1 contains 15839 members 
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Entering Unmasked Estep 
Score: -1960305.625000 Penalty: 2908.591553
	Iteration 81Q: 3 clusters Score -1960306 nChanged 16
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Mstep: Class 1 contains 15853 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1960307 nChanged 13
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Mstep: Class 1 contains 15866 members 
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Entering Unmasked Estep 
Score: -1960309.250000 Penalty: 2908.591553
	Iteration 83Q: 3 clusters Score -1960309 nChanged 14
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Mstep: Class 1 contains 15876 members 
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Entering Unmasked Estep 
Score: -1960314.500000 Penalty: 2908.591553
	Iteration 84Q: 3 clusters Score -1960314 nChanged 15
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Mstep: Class 1 contains 15891 members 
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Entering Unmasked Estep 
Score: -1960324.000000 Penalty: 2908.591553
	Iteration 85Q: 3 clusters Score -1960324 nChanged 13
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Mstep: Class 1 contains 15904 members 
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Entering Unmasked Estep 
Score: -1960323.375000 Penalty: 2908.591553
	Iteration 86Q: 3 clusters Score -1960323 nChanged 14
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Mstep: Class 1 contains 15916 members 
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Entering Unmasked Estep 
Score: -1960333.000000 Penalty: 2908.591553
	Iteration 87Q: 3 clusters Score -1960333 nChanged 6
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Mstep: Class 1 contains 15922 members 
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Score: -1960336.000000 Penalty: 2908.591553
	Iteration 88Q: 3 clusters Score -1960336 nChanged 8
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Mstep: Class 1 contains 15930 members 
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	Iteration 89Q: 3 clusters Score -1960335 nChanged 10
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Score: -1960338.875000 Penalty: 2908.591553
	Iteration 90Q: 3 clusters Score -1960339 nChanged 15
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Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1607 members 
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Score: -1960342.250000 Penalty: 2908.591553
	Iteration 91Q: 3 clusters Score -1960342 nChanged 15
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Score: -1960345.375000 Penalty: 2908.591553
	Iteration 92Q: 3 clusters Score -1960345 nChanged 13
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Score: -1960354.000000 Penalty: 2908.591553
	Iteration 93Q: 3 clusters Score -1960354 nChanged 18
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Mstep: Class 1 contains 15997 members 
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Entering Unmasked Estep 
Score: -1960362.750000 Penalty: 2908.591553
	Iteration 94Q: 3 clusters Score -1960363 nChanged 15
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Mstep: Class 1 contains 16012 members 
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	Iteration 95Q: 3 clusters Score -1960366 nChanged 4
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Mstep: Class 1 contains 16016 members 
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	Iteration 96Q: 3 clusters Score -1960364 nChanged 6
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	Iteration 97Q: 3 clusters Score -1960364 nChanged 7
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	Iteration 98Q: 3 clusters Score -1960368 nChanged 6
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Mstep: Class 1 contains 16035 members 
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	Iteration 99Q: 3 clusters Score -1960366 nChanged 7
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Mstep: Class 1 contains 16042 members 
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	Iteration 100F: 3 clusters Score -1960366 nChanged 7
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Mstep: Class 1 contains 16049 members 
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	Iteration 101Q: 3 clusters Score -1960370 nChanged 6
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	Iteration 102Q: 3 clusters Score -1960371 nChanged 8
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Mstep: Class 1 contains 16063 members 
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	Iteration 103Q: 3 clusters Score -1960372 nChanged 13
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	Iteration 104Q: 3 clusters Score -1960378 nChanged 12
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	Iteration 106Q: 3 clusters Score -1960387 nChanged 7
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Entering Unmasked Estep 
Score: -1960391.250000 Penalty: 2908.591553
	Iteration 107Q: 3 clusters Score -1960391 nChanged 4
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Mstep: Class 1 contains 16102 members 
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	Iteration 108Q: 3 clusters Score -1960391 nChanged 2
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	Iteration 109Q: 3 clusters Score -1960392 nChanged 1
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	Iteration 110Q: 3 clusters Score -1960390 nChanged 2
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	Iteration 111Q: 3 clusters Score -1960388 nChanged 1
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	Iteration 112Q: 3 clusters Score -1960388 nChanged 4
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	Iteration 113Q: 3 clusters Score -1960390 nChanged 7
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Entering Unmasked Estep 
Score: -1960395.000000 Penalty: 2908.591553
	Iteration 114Q: 3 clusters Score -1960395 nChanged 11
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	Iteration 115Q: 3 clusters Score -1960396 nChanged 16
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1960405 nChanged 11
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Entering Unmasked Estep 
Score: -1960412.250000 Penalty: 2908.591553
	Iteration 117Q: 3 clusters Score -1960412 nChanged 11
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Entering Unmasked Estep 
Score: -1960408.375000 Penalty: 2908.591553
	Iteration 118Q: 3 clusters Score -1960408 nChanged 15
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Entering Unmasked Estep 
Score: -1960416.250000 Penalty: 2908.591553
	Iteration 119Q: 3 clusters Score -1960416 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1960424.250000 Penalty: 2908.591553
	Iteration 120F: 3 clusters Score -1960424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1960429.125000 Penalty: 2908.591553
	Iteration 121Q: 3 clusters Score -1960429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1960432.750000 Penalty: 2908.591553
	Iteration 122Q: 3 clusters Score -1960433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1960435.375000 Penalty: 2908.591553
	Iteration 123Q: 3 clusters Score -1960435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1960436.125000 Penalty: 2908.591553
	Iteration 124Q: 3 clusters Score -1960436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1960438.750000 Penalty: 2908.591553
	Iteration 125Q: 3 clusters Score -1960439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1960442.625000 Penalty: 2908.591553
	Iteration 126Q: 3 clusters Score -1960443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1960444.125000 Penalty: 2908.591553
	Iteration 127Q: 3 clusters Score -1960444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1960445.125000 Penalty: 2908.591553
	Iteration 128Q: 3 clusters Score -1960445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1960442.375000 Penalty: 2908.591553
	Iteration 129Q: 3 clusters Score -1960442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1960442.125000 Penalty: 2908.591553
	Iteration 130Q: 3 clusters Score -1960442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1960445.125000 Penalty: 2908.591553
	Iteration 131Q: 3 clusters Score -1960445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1960445.250000 Penalty: 2908.591553
	Iteration 132Q: 3 clusters Score -1960445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1960446.500000 Penalty: 2908.591553
	Iteration 133Q: 3 clusters Score -1960446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1960446.500000 Penalty: 2908.591553
	Iteration 134F: 3 clusters Score -1960446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Entering Unmasked Estep 
Score: -3126445.000000 Penalty: 1523.349609
	Iteration 0F: 2 clusters Score -3126445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3108272.750000 Penalty: 3046.699219
	Iteration 0F: 3 clusters Score -3108273 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3115060.750000 Penalty: 3046.699219
	Iteration 1F: 3 clusters Score -3115061 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3115514.000000 Penalty: 3046.699219
	Iteration 2Q: 3 clusters Score -3115514 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3115926.750000 Penalty: 3046.699219
	Iteration 3Q: 3 clusters Score -3115927 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3116269.250000 Penalty: 3046.699219
	Iteration 4Q: 3 clusters Score -3116269 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3116644.500000 Penalty: 3046.699219
	Iteration 5Q: 3 clusters Score -3116644 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3117040.500000 Penalty: 3046.699219
	Iteration 6Q: 3 clusters Score -3117040 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3117497.500000 Penalty: 3046.699219
	Iteration 7Q: 3 clusters Score -3117498 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3118032.500000 Penalty: 3046.699219
	Iteration 8Q: 3 clusters Score -3118032 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3118609.500000 Penalty: 3046.699219
	Iteration 9Q: 3 clusters Score -3118610 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3119232.250000 Penalty: 3046.699219
	Iteration 10Q: 3 clusters Score -3119232 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3119882.750000 Penalty: 3046.699219
	Iteration 11Q: 3 clusters Score -3119883 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3120558.250000 Penalty: 3046.699219
	Iteration 12Q: 3 clusters Score -3120558 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3121205.500000 Penalty: 3046.699219
	Iteration 13Q: 3 clusters Score -3121206 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3121813.250000 Penalty: 3046.699219
	Iteration 14Q: 3 clusters Score -3121813 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3122375.250000 Penalty: 3046.699219
	Iteration 15Q: 3 clusters Score -3122375 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3122894.750000 Penalty: 3046.699219
	Iteration 16Q: 3 clusters Score -3122895 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3123391.750000 Penalty: 3046.699219
	Iteration 17Q: 3 clusters Score -3123392 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -3123827.250000 Penalty: 3046.699219
	Iteration 18Q: 3 clusters Score -3123827 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3124191.750000 Penalty: 3046.699219
	Iteration 19Q: 3 clusters Score -3124192 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3124482.250000 Penalty: 3046.699219
	Iteration 20F: 3 clusters Score -3124482 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3124734.500000 Penalty: 3046.699219
	Iteration 21Q: 3 clusters Score -3124734 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3124945.000000 Penalty: 3046.699219
	Iteration 22Q: 3 clusters Score -3124945 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3125099.000000 Penalty: 3046.699219
	Iteration 23Q: 3 clusters Score -3125099 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3125206.750000 Penalty: 3046.699219
	Iteration 24Q: 3 clusters Score -3125207 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3125272.250000 Penalty: 3046.699219
	Iteration 25Q: 3 clusters Score -3125272 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3125334.000000 Penalty: 3046.699219
	Iteration 26Q: 3 clusters Score -3125334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3125373.500000 Penalty: 3046.699219
	Iteration 27Q: 3 clusters Score -3125374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3125408.000000 Penalty: 3046.699219
	Iteration 28Q: 3 clusters Score -3125408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3125429.000000 Penalty: 3046.699219
	Iteration 29Q: 3 clusters Score -3125429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3125449.750000 Penalty: 3046.699219
	Iteration 30Q: 3 clusters Score -3125450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3125462.250000 Penalty: 3046.699219
	Iteration 31Q: 3 clusters Score -3125462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3125470.000000 Penalty: 3046.699219
	Iteration 32Q: 3 clusters Score -3125470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3125484.250000 Penalty: 3046.699219
	Iteration 33Q: 3 clusters Score -3125484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3125491.500000 Penalty: 3046.699219
	Iteration 34Q: 3 clusters Score -3125492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3125494.250000 Penalty: 3046.699219
	Iteration 35Q: 3 clusters Score -3125494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3125497.000000 Penalty: 3046.699219
	Iteration 36Q: 3 clusters Score -3125497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3125496.500000 Penalty: 3046.699219
	Iteration 37Q: 3 clusters Score -3125496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3125495.750000 Penalty: 3046.699219
	Iteration 38Q: 3 clusters Score -3125496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3125495.750000 Penalty: 3046.699219
	Iteration 39F: 3 clusters Score -3125496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Entering Unmasked Estep 
Score: -5582194.500000 Penalty: 1609.165405
	Iteration 0F: 2 clusters Score -5582194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -5549856.500000 Penalty: 3218.330811
	Iteration 0F: 3 clusters Score -5549856 nChanged 22827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -5562790.500000 Penalty: 3218.330811
	Iteration 1F: 3 clusters Score -5562790 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5563584.000000 Penalty: 3218.330811
	Iteration 2Q: 3 clusters Score -5563584 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -5564403.500000 Penalty: 3218.330811
	Iteration 3Q: 3 clusters Score -5564404 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -5565299.500000 Penalty: 3218.330811
	Iteration 4Q: 3 clusters Score -5565300 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -5566366.500000 Penalty: 3218.330811
	Iteration 5Q: 3 clusters Score -5566366 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -5567600.500000 Penalty: 3218.330811
	Iteration 6F: 3 clusters Score -5567600 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -5569010.500000 Penalty: 3218.330811
	Iteration 7F: 3 clusters Score -5569010 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -5570506.500000 Penalty: 3218.330811
	Iteration 8F: 3 clusters Score -5570506 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5571838.500000 Penalty: 3218.330811
	Iteration 9F: 3 clusters Score -5571838 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -5572985.000000 Penalty: 3218.330811
	Iteration 10Q: 3 clusters Score -5572985 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -5574020.000000 Penalty: 3218.330811
	Iteration 11Q: 3 clusters Score -5574020 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -5574939.000000 Penalty: 3218.330811
	Iteration 12Q: 3 clusters Score -5574939 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -5575841.500000 Penalty: 3218.330811
	Iteration 13Q: 3 clusters Score -5575842 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -5576638.000000 Penalty: 3218.330811
	Iteration 14Q: 3 clusters Score -5576638 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -5577387.500000 Penalty: 3218.330811
	Iteration 15Q: 3 clusters Score -5577388 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -5578038.500000 Penalty: 3218.330811
	Iteration 16Q: 3 clusters Score -5578038 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5578643.500000 Penalty: 3218.330811
	Iteration 17Q: 3 clusters Score -5578644 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5579175.500000 Penalty: 3218.330811
	Iteration 18Q: 3 clusters Score -5579176 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5579609.000000 Penalty: 3218.330811
	Iteration 19Q: 3 clusters Score -5579609 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5579949.500000 Penalty: 3218.330811
	Iteration 20F: 3 clusters Score -5579950 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5580201.500000 Penalty: 3218.330811
	Iteration 21Q: 3 clusters Score -5580202 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5580398.000000 Penalty: 3218.330811
	Iteration 22Q: 3 clusters Score -5580398 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5580540.000000 Penalty: 3218.330811
	Iteration 23Q: 3 clusters Score -5580540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5580644.000000 Penalty: 3218.330811
	Iteration 24Q: 3 clusters Score -5580644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5580711.000000 Penalty: 3218.330811
	Iteration 25Q: 3 clusters Score -5580711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5580742.500000 Penalty: 3218.330811
	Iteration 26Q: 3 clusters Score -5580742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5580806.000000 Penalty: 3218.330811
	Iteration 27Q: 3 clusters Score -5580806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5580849.500000 Penalty: 3218.330811
	Iteration 28Q: 3 clusters Score -5580850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5580874.000000 Penalty: 3218.330811
	Iteration 29Q: 3 clusters Score -5580874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5580888.000000 Penalty: 3218.330811
	Iteration 30Q: 3 clusters Score -5580888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5580900.500000 Penalty: 3218.330811
	Iteration 31Q: 3 clusters Score -5580900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5580907.000000 Penalty: 3218.330811
	Iteration 32Q: 3 clusters Score -5580907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5580913.000000 Penalty: 3218.330811
	Iteration 33Q: 3 clusters Score -5580913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5580923.000000 Penalty: 3218.330811
	Iteration 34Q: 3 clusters Score -5580923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5580933.000000 Penalty: 3218.330811
	Iteration 35Q: 3 clusters Score -5580933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5580949.500000 Penalty: 3218.330811
	Iteration 36Q: 3 clusters Score -5580950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5580951.000000 Penalty: 3218.330811
	Iteration 37Q: 3 clusters Score -5580951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5580951.000000 Penalty: 3218.330811
	Iteration 38Q: 3 clusters Score -5580951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5580949.000000 Penalty: 3218.330811
	Iteration 39Q: 3 clusters Score -5580949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5580952.500000 Penalty: 3218.330811
	Iteration 40F: 3 clusters Score -5580952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5580950.500000 Penalty: 3218.330811
	Iteration 41Q: 3 clusters Score -5580950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5580950.500000 Penalty: 3218.330811
	Iteration 42F: 3 clusters Score -5580950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Entering Unmasked Estep 
Score: -3201042.500000 Penalty: 1533.131592
	Iteration 0F: 2 clusters Score -3201042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3181558.250000 Penalty: 3066.263184
	Iteration 0F: 3 clusters Score -3181558 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3189024.250000 Penalty: 3066.263184
	Iteration 1F: 3 clusters Score -3189024 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -3189641.250000 Penalty: 3066.263184
	Iteration 2F: 3 clusters Score -3189641 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3190233.750000 Penalty: 3066.263184
	Iteration 3Q: 3 clusters Score -3190234 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3190844.750000 Penalty: 3066.263184
	Iteration 4Q: 3 clusters Score -3190845 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3191459.250000 Penalty: 3066.263184
	Iteration 5Q: 3 clusters Score -3191459 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3192086.500000 Penalty: 3066.263184
	Iteration 6Q: 3 clusters Score -3192086 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3192669.250000 Penalty: 3066.263184
	Iteration 7Q: 3 clusters Score -3192669 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3193238.000000 Penalty: 3066.263184
	Iteration 8Q: 3 clusters Score -3193238 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3193772.750000 Penalty: 3066.263184
	Iteration 9Q: 3 clusters Score -3193773 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3194256.500000 Penalty: 3066.263184
	Iteration 10Q: 3 clusters Score -3194256 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3194718.500000 Penalty: 3066.263184
	Iteration 11Q: 3 clusters Score -3194718 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3195101.000000 Penalty: 3066.263184
	Iteration 12Q: 3 clusters Score -3195101 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3195463.750000 Penalty: 3066.263184
	Iteration 13Q: 3 clusters Score -3195464 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3195751.000000 Penalty: 3066.263184
	Iteration 14Q: 3 clusters Score -3195751 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3195979.500000 Penalty: 3066.263184
	Iteration 15Q: 3 clusters Score -3195980 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3196129.500000 Penalty: 3066.263184
	Iteration 16Q: 3 clusters Score -3196130 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3196277.250000 Penalty: 3066.263184
	Iteration 17Q: 3 clusters Score -3196277 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3196396.250000 Penalty: 3066.263184
	Iteration 18Q: 3 clusters Score -3196396 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3196513.500000 Penalty: 3066.263184
	Iteration 19Q: 3 clusters Score -3196514 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3196605.750000 Penalty: 3066.263184
	Iteration 20F: 3 clusters Score -3196606 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3196720.500000 Penalty: 3066.263184
	Iteration 21Q: 3 clusters Score -3196720 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3196826.000000 Penalty: 3066.263184
	Iteration 22Q: 3 clusters Score -3196826 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3196915.000000 Penalty: 3066.263184
	Iteration 23Q: 3 clusters Score -3196915 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3197016.500000 Penalty: 3066.263184
	Iteration 24Q: 3 clusters Score -3197016 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3197119.750000 Penalty: 3066.263184
	Iteration 25Q: 3 clusters Score -3197120 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3197241.750000 Penalty: 3066.263184
	Iteration 26Q: 3 clusters Score -3197242 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3197379.250000 Penalty: 3066.263184
	Iteration 27Q: 3 clusters Score -3197379 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3197522.000000 Penalty: 3066.263184
	Iteration 28Q: 3 clusters Score -3197522 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3197677.750000 Penalty: 3066.263184
	Iteration 29Q: 3 clusters Score -3197678 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3197870.250000 Penalty: 3066.263184
	Iteration 30Q: 3 clusters Score -3197870 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3198070.000000 Penalty: 3066.263184
	Iteration 31Q: 3 clusters Score -3198070 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3198269.250000 Penalty: 3066.263184
	Iteration 32Q: 3 clusters Score -3198269 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3198477.000000 Penalty: 3066.263184
	Iteration 33Q: 3 clusters Score -3198477 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3198670.500000 Penalty: 3066.263184
	Iteration 34Q: 3 clusters Score -3198670 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3198885.750000 Penalty: 3066.263184
	Iteration 35Q: 3 clusters Score -3198886 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3199075.500000 Penalty: 3066.263184
	Iteration 36Q: 3 clusters Score -3199076 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3199260.000000 Penalty: 3066.263184
	Iteration 37Q: 3 clusters Score -3199260 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3199417.750000 Penalty: 3066.263184
	Iteration 38Q: 3 clusters Score -3199418 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3199551.500000 Penalty: 3066.263184
	Iteration 39Q: 3 clusters Score -3199552 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3199676.500000 Penalty: 3066.263184
	Iteration 40F: 3 clusters Score -3199676 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3199752.500000 Penalty: 3066.263184
	Iteration 41Q: 3 clusters Score -3199752 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3199816.750000 Penalty: 3066.263184
	Iteration 42Q: 3 clusters Score -3199817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3199871.250000 Penalty: 3066.263184
	Iteration 43Q: 3 clusters Score -3199871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3199888.500000 Penalty: 3066.263184
	Iteration 44Q: 3 clusters Score -3199888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3199902.500000 Penalty: 3066.263184
	Iteration 45Q: 3 clusters Score -3199902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3199922.750000 Penalty: 3066.263184
	Iteration 46Q: 3 clusters Score -3199923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3199931.750000 Penalty: 3066.263184
	Iteration 47Q: 3 clusters Score -3199932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3199945.500000 Penalty: 3066.263184
	Iteration 48Q: 3 clusters Score -3199946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3199959.750000 Penalty: 3066.263184
	Iteration 49Q: 3 clusters Score -3199960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3199969.000000 Penalty: 3066.263184
	Iteration 50Q: 3 clusters Score -3199969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3199974.750000 Penalty: 3066.263184
	Iteration 51Q: 3 clusters Score -3199975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3199980.750000 Penalty: 3066.263184
	Iteration 52Q: 3 clusters Score -3199981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3199986.000000 Penalty: 3066.263184
	Iteration 53Q: 3 clusters Score -3199986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3199998.000000 Penalty: 3066.263184
	Iteration 54Q: 3 clusters Score -3199998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3200007.250000 Penalty: 3066.263184
	Iteration 55Q: 3 clusters Score -3200007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3200020.500000 Penalty: 3066.263184
	Iteration 56Q: 3 clusters Score -3200020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3200027.750000 Penalty: 3066.263184
	Iteration 57Q: 3 clusters Score -3200028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3200029.250000 Penalty: 3066.263184
	Iteration 58Q: 3 clusters Score -3200029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3200034.750000 Penalty: 3066.263184
	Iteration 59Q: 3 clusters Score -3200035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3200040.000000 Penalty: 3066.263184
	Iteration 60F: 3 clusters Score -3200040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3200047.250000 Penalty: 3066.263184
	Iteration 61Q: 3 clusters Score -3200047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3200052.500000 Penalty: 3066.263184
	Iteration 62Q: 3 clusters Score -3200052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3200054.250000 Penalty: 3066.263184
	Iteration 63Q: 3 clusters Score -3200054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3200055.750000 Penalty: 3066.263184
	Iteration 64Q: 3 clusters Score -3200056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3200058.500000 Penalty: 3066.263184
	Iteration 65Q: 3 clusters Score -3200058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3200057.750000 Penalty: 3066.263184
	Iteration 66Q: 3 clusters Score -3200058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3200058.500000 Penalty: 3066.263184
	Iteration 67Q: 3 clusters Score -3200058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3200057.250000 Penalty: 3066.263184
	Iteration 68Q: 3 clusters Score -3200057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3200062.000000 Penalty: 3066.263184
	Iteration 69Q: 3 clusters Score -3200062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3200063.250000 Penalty: 3066.263184
	Iteration 70Q: 3 clusters Score -3200063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3200064.250000 Penalty: 3066.263184
	Iteration 71Q: 3 clusters Score -3200064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3200068.500000 Penalty: 3066.263184
	Iteration 72Q: 3 clusters Score -3200068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3200069.750000 Penalty: 3066.263184
	Iteration 73Q: 3 clusters Score -3200070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3200071.250000 Penalty: 3066.263184
	Iteration 74Q: 3 clusters Score -3200071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3200071.250000 Penalty: 3066.263184
	Iteration 75F: 3 clusters Score -3200071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Entering Unmasked Estep 
Score: -2616545.750000 Penalty: 1497.470947
	Iteration 0F: 2 clusters Score -2616546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2601195.000000 Penalty: 2994.941895
	Iteration 0F: 3 clusters Score -2601195 nChanged 10435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2606664.250000 Penalty: 2994.941895
	Iteration 1F: 3 clusters Score -2606664 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2607142.500000 Penalty: 2994.941895
	Iteration 2F: 3 clusters Score -2607142 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2607567.750000 Penalty: 2994.941895
	Iteration 3Q: 3 clusters Score -2607568 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2608039.750000 Penalty: 2994.941895
	Iteration 4Q: 3 clusters Score -2608040 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2608554.500000 Penalty: 2994.941895
	Iteration 5Q: 3 clusters Score -2608554 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2609175.500000 Penalty: 2994.941895
	Iteration 6F: 3 clusters Score -2609176 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2609919.750000 Penalty: 2994.941895
	Iteration 7F: 3 clusters Score -2609920 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2610695.250000 Penalty: 2994.941895
	Iteration 8F: 3 clusters Score -2610695 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2611490.000000 Penalty: 2994.941895
	Iteration 9F: 3 clusters Score -2611490 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2612220.000000 Penalty: 2994.941895
	Iteration 10Q: 3 clusters Score -2612220 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2612842.250000 Penalty: 2994.941895
	Iteration 11Q: 3 clusters Score -2612842 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2613411.750000 Penalty: 2994.941895
	Iteration 12Q: 3 clusters Score -2613412 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2613891.750000 Penalty: 2994.941895
	Iteration 13Q: 3 clusters Score -2613892 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2614275.500000 Penalty: 2994.941895
	Iteration 14Q: 3 clusters Score -2614276 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2614557.500000 Penalty: 2994.941895
	Iteration 15Q: 3 clusters Score -2614558 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2614776.750000 Penalty: 2994.941895
	Iteration 16Q: 3 clusters Score -2614777 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2614945.500000 Penalty: 2994.941895
	Iteration 17Q: 3 clusters Score -2614946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2615076.250000 Penalty: 2994.941895
	Iteration 18Q: 3 clusters Score -2615076 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2615165.000000 Penalty: 2994.941895
	Iteration 19Q: 3 clusters Score -2615165 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2615251.500000 Penalty: 2994.941895
	Iteration 20F: 3 clusters Score -2615252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2615310.500000 Penalty: 2994.941895
	Iteration 21Q: 3 clusters Score -2615310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2615341.500000 Penalty: 2994.941895
	Iteration 22Q: 3 clusters Score -2615342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2615360.750000 Penalty: 2994.941895
	Iteration 23Q: 3 clusters Score -2615361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2615373.500000 Penalty: 2994.941895
	Iteration 24Q: 3 clusters Score -2615374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2615381.000000 Penalty: 2994.941895
	Iteration 25Q: 3 clusters Score -2615381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2615383.500000 Penalty: 2994.941895
	Iteration 26Q: 3 clusters Score -2615384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2615394.500000 Penalty: 2994.941895
	Iteration 27Q: 3 clusters Score -2615394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2615401.750000 Penalty: 2994.941895
	Iteration 28Q: 3 clusters Score -2615402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2615408.750000 Penalty: 2994.941895
	Iteration 29Q: 3 clusters Score -2615409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2615409.500000 Penalty: 2994.941895
	Iteration 30Q: 3 clusters Score -2615410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2615410.500000 Penalty: 2994.941895
	Iteration 31Q: 3 clusters Score -2615410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2615414.750000 Penalty: 2994.941895
	Iteration 32Q: 3 clusters Score -2615415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2615429.000000 Penalty: 2994.941895
	Iteration 33Q: 3 clusters Score -2615429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2615431.500000 Penalty: 2994.941895
	Iteration 34Q: 3 clusters Score -2615432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2615436.500000 Penalty: 2994.941895
	Iteration 35Q: 3 clusters Score -2615436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2615435.500000 Penalty: 2994.941895
	Iteration 36Q: 3 clusters Score -2615436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2615435.500000 Penalty: 2994.941895
	Iteration 37F: 3 clusters Score -2615436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Entering Unmasked Estep 
Score: -2644254.750000 Penalty: 1498.122437
	Iteration 0F: 2 clusters Score -2644255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2628905.500000 Penalty: 2996.244873
	Iteration 0F: 3 clusters Score -2628906 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2634395.500000 Penalty: 2996.244873
	Iteration 1F: 3 clusters Score -2634396 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2634802.500000 Penalty: 2996.244873
	Iteration 2F: 3 clusters Score -2634802 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2635114.000000 Penalty: 2996.244873
	Iteration 3Q: 3 clusters Score -2635114 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2635353.000000 Penalty: 2996.244873
	Iteration 4Q: 3 clusters Score -2635353 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2635581.000000 Penalty: 2996.244873
	Iteration 5Q: 3 clusters Score -2635581 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2635750.000000 Penalty: 2996.244873
	Iteration 6Q: 3 clusters Score -2635750 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2635904.500000 Penalty: 2996.244873
	Iteration 7Q: 3 clusters Score -2635904 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2636046.750000 Penalty: 2996.244873
	Iteration 8Q: 3 clusters Score -2636047 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2636176.000000 Penalty: 2996.244873
	Iteration 9Q: 3 clusters Score -2636176 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2636321.500000 Penalty: 2996.244873
	Iteration 10Q: 3 clusters Score -2636322 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2636448.750000 Penalty: 2996.244873
	Iteration 11Q: 3 clusters Score -2636449 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2636591.250000 Penalty: 2996.244873
	Iteration 12Q: 3 clusters Score -2636591 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2636728.750000 Penalty: 2996.244873
	Iteration 13Q: 3 clusters Score -2636729 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2636836.250000 Penalty: 2996.244873
	Iteration 14Q: 3 clusters Score -2636836 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2636940.750000 Penalty: 2996.244873
	Iteration 15Q: 3 clusters Score -2636941 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2637060.750000 Penalty: 2996.244873
	Iteration 16Q: 3 clusters Score -2637061 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2637189.750000 Penalty: 2996.244873
	Iteration 17Q: 3 clusters Score -2637190 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2637292.500000 Penalty: 2996.244873
	Iteration 18Q: 3 clusters Score -2637292 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2637469.250000 Penalty: 2996.244873
	Iteration 19Q: 3 clusters Score -2637469 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2637635.500000 Penalty: 2996.244873
	Iteration 20F: 3 clusters Score -2637636 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2637853.250000 Penalty: 2996.244873
	Iteration 21Q: 3 clusters Score -2637853 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2638079.000000 Penalty: 2996.244873
	Iteration 22Q: 3 clusters Score -2638079 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2638349.750000 Penalty: 2996.244873
	Iteration 23Q: 3 clusters Score -2638350 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2638672.750000 Penalty: 2996.244873
	Iteration 24Q: 3 clusters Score -2638673 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2639082.250000 Penalty: 2996.244873
	Iteration 25Q: 3 clusters Score -2639082 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2639611.250000 Penalty: 2996.244873
	Iteration 26Q: 3 clusters Score -2639611 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2640195.750000 Penalty: 2996.244873
	Iteration 27Q: 3 clusters Score -2640196 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2640737.250000 Penalty: 2996.244873
	Iteration 28Q: 3 clusters Score -2640737 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2641307.500000 Penalty: 2996.244873
	Iteration 29Q: 3 clusters Score -2641308 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2641777.500000 Penalty: 2996.244873
	Iteration 30Q: 3 clusters Score -2641778 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2642160.000000 Penalty: 2996.244873
	Iteration 31Q: 3 clusters Score -2642160 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2642421.500000 Penalty: 2996.244873
	Iteration 32Q: 3 clusters Score -2642422 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2642624.500000 Penalty: 2996.244873
	Iteration 33Q: 3 clusters Score -2642624 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -2642755.500000 Penalty: 2996.244873
	Iteration 34Q: 3 clusters Score -2642756 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2642859.750000 Penalty: 2996.244873
	Iteration 35Q: 3 clusters Score -2642860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2642932.500000 Penalty: 2996.244873
	Iteration 36Q: 3 clusters Score -2642932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2642979.500000 Penalty: 2996.244873
	Iteration 37Q: 3 clusters Score -2642980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2643025.250000 Penalty: 2996.244873
	Iteration 38Q: 3 clusters Score -2643025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2643058.000000 Penalty: 2996.244873
	Iteration 39Q: 3 clusters Score -2643058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2643085.750000 Penalty: 2996.244873
	Iteration 40F: 3 clusters Score -2643086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2643107.750000 Penalty: 2996.244873
	Iteration 41Q: 3 clusters Score -2643108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2643128.000000 Penalty: 2996.244873
	Iteration 42Q: 3 clusters Score -2643128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2643146.750000 Penalty: 2996.244873
	Iteration 43Q: 3 clusters Score -2643147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2643160.250000 Penalty: 2996.244873
	Iteration 44Q: 3 clusters Score -2643160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2643174.250000 Penalty: 2996.244873
	Iteration 45Q: 3 clusters Score -2643174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2643189.750000 Penalty: 2996.244873
	Iteration 46Q: 3 clusters Score -2643190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2643196.250000 Penalty: 2996.244873
	Iteration 47Q: 3 clusters Score -2643196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2643209.750000 Penalty: 2996.244873
	Iteration 48Q: 3 clusters Score -2643210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2643215.750000 Penalty: 2996.244873
	Iteration 49Q: 3 clusters Score -2643216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2643219.000000 Penalty: 2996.244873
	Iteration 50Q: 3 clusters Score -2643219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2643220.500000 Penalty: 2996.244873
	Iteration 51Q: 3 clusters Score -2643220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2643221.750000 Penalty: 2996.244873
	Iteration 52Q: 3 clusters Score -2643222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2643227.750000 Penalty: 2996.244873
	Iteration 53Q: 3 clusters Score -2643228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2643229.250000 Penalty: 2996.244873
	Iteration 54Q: 3 clusters Score -2643229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2643230.250000 Penalty: 2996.244873
	Iteration 55Q: 3 clusters Score -2643230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2643231.500000 Penalty: 2996.244873
	Iteration 56Q: 3 clusters Score -2643232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2643232.000000 Penalty: 2996.244873
	Iteration 57Q: 3 clusters Score -2643232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2643232.000000 Penalty: 2996.244873
	Iteration 58F: 3 clusters Score -2643232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Entering Unmasked Estep 
Score: -1680833.375000 Penalty: 1430.861694
	Iteration 0F: 2 clusters Score -1680833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1670904.125000 Penalty: 2861.723389
	Iteration 0F: 3 clusters Score -1670904 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1674372.500000 Penalty: 2861.723389
	Iteration 1F: 3 clusters Score -1674372 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1674785.125000 Penalty: 2861.723389
	Iteration 2F: 3 clusters Score -1674785 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1675129.000000 Penalty: 2861.723389
	Iteration 3F: 3 clusters Score -1675129 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1675430.500000 Penalty: 2861.723389
	Iteration 4Q: 3 clusters Score -1675430 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1675771.750000 Penalty: 2861.723389
	Iteration 5Q: 3 clusters Score -1675772 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1676167.625000 Penalty: 2861.723389
	Iteration 6Q: 3 clusters Score -1676168 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1676664.250000 Penalty: 2861.723389
	Iteration 7F: 3 clusters Score -1676664 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1677254.625000 Penalty: 2861.723389
	Iteration 8F: 3 clusters Score -1677255 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1677862.000000 Penalty: 2861.723389
	Iteration 9F: 3 clusters Score -1677862 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1678418.125000 Penalty: 2861.723389
	Iteration 10Q: 3 clusters Score -1678418 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1678868.125000 Penalty: 2861.723389
	Iteration 11Q: 3 clusters Score -1678868 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1679177.000000 Penalty: 2861.723389
	Iteration 12Q: 3 clusters Score -1679177 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1679378.750000 Penalty: 2861.723389
	Iteration 13Q: 3 clusters Score -1679379 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1679486.250000 Penalty: 2861.723389
	Iteration 14Q: 3 clusters Score -1679486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1679547.500000 Penalty: 2861.723389
	Iteration 15Q: 3 clusters Score -1679548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1679599.625000 Penalty: 2861.723389
	Iteration 16Q: 3 clusters Score -1679600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1679636.625000 Penalty: 2861.723389
	Iteration 17Q: 3 clusters Score -1679637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1679661.750000 Penalty: 2861.723389
	Iteration 18Q: 3 clusters Score -1679662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1679670.625000 Penalty: 2861.723389
	Iteration 19Q: 3 clusters Score -1679671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1679671.750000 Penalty: 2861.723389
	Iteration 20F: 3 clusters Score -1679672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Entering Unmasked Estep 
Score: -419606.437500 Penalty: 1236.113281
	Iteration 0F: 2 clusters Score -419606.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -416517.750000 Penalty: 2472.226562
	Iteration 0F: 3 clusters Score -416517.8 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -417462.750000 Penalty: 2472.226562
	Iteration 1F: 3 clusters Score -417462.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -417671.656250 Penalty: 2472.226562
	Iteration 2F: 3 clusters Score -417671.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -417773.031250 Penalty: 2472.226562
	Iteration 3Q: 3 clusters Score -417773 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -417844.218750 Penalty: 2472.226562
	Iteration 4Q: 3 clusters Score -417844.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -417917.718750 Penalty: 2472.226562
	Iteration 5Q: 3 clusters Score -417917.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -417967.375000 Penalty: 2472.226562
	Iteration 6Q: 3 clusters Score -417967.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -417998.187500 Penalty: 2472.226562
	Iteration 7Q: 3 clusters Score -417998.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -418020.187500 Penalty: 2472.226562
	Iteration 8Q: 3 clusters Score -418020.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -418035.906250 Penalty: 2472.226562
	Iteration 9Q: 3 clusters Score -418035.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -418044.500000 Penalty: 2472.226562
	Iteration 10Q: 3 clusters Score -418044.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -418053.312500 Penalty: 2472.226562
	Iteration 11Q: 3 clusters Score -418053.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -418070.687500 Penalty: 2472.226562
	Iteration 12Q: 3 clusters Score -418070.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -418086.281250 Penalty: 2472.226562
	Iteration 13Q: 3 clusters Score -418086.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -418097.375000 Penalty: 2472.226562
	Iteration 14Q: 3 clusters Score -418097.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -418108.593750 Penalty: 2472.226562
	Iteration 15Q: 3 clusters Score -418108.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -418120.187500 Penalty: 2472.226562
	Iteration 16Q: 3 clusters Score -418120.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -418129.937500 Penalty: 2472.226562
	Iteration 17Q: 3 clusters Score -418129.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -418140.156250 Penalty: 2472.226562
	Iteration 18Q: 3 clusters Score -418140.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -418152.562500 Penalty: 2472.226562
	Iteration 19Q: 3 clusters Score -418152.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -418165.250000 Penalty: 2472.226562
	Iteration 20F: 3 clusters Score -418165.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -418177.093750 Penalty: 2472.226562
	Iteration 21Q: 3 clusters Score -418177.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -418184.187500 Penalty: 2472.226562
	Iteration 22Q: 3 clusters Score -418184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -418192.781250 Penalty: 2472.226562
	Iteration 23Q: 3 clusters Score -418192.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -418202.156250 Penalty: 2472.226562
	Iteration 24Q: 3 clusters Score -418202.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -418209.187500 Penalty: 2472.226562
	Iteration 25Q: 3 clusters Score -418209.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -418215.593750 Penalty: 2472.226562
	Iteration 26Q: 3 clusters Score -418215.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -418220.937500 Penalty: 2472.226562
	Iteration 27Q: 3 clusters Score -418220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -418225.437500 Penalty: 2472.226562
	Iteration 28Q: 3 clusters Score -418225.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -418230.718750 Penalty: 2472.226562
	Iteration 29Q: 3 clusters Score -418230.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -418236.062500 Penalty: 2472.226562
	Iteration 30Q: 3 clusters Score -418236.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -418242.187500 Penalty: 2472.226562
	Iteration 31Q: 3 clusters Score -418242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -418247.062500 Penalty: 2472.226562
	Iteration 32Q: 3 clusters Score -418247.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -418253.843750 Penalty: 2472.226562
	Iteration 33Q: 3 clusters Score -418253.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -418262.500000 Penalty: 2472.226562
	Iteration 34Q: 3 clusters Score -418262.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -418268.625000 Penalty: 2472.226562
	Iteration 35Q: 3 clusters Score -418268.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -418272.500000 Penalty: 2472.226562
	Iteration 36Q: 3 clusters Score -418272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -418274.062500 Penalty: 2472.226562
	Iteration 37Q: 3 clusters Score -418274.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -418276.250000 Penalty: 2472.226562
	Iteration 38Q: 3 clusters Score -418276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -418278.906250 Penalty: 2472.226562
	Iteration 39Q: 3 clusters Score -418278.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -418283.062500 Penalty: 2472.226562
	Iteration 40F: 3 clusters Score -418283.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -418286.656250 Penalty: 2472.226562
	Iteration 41Q: 3 clusters Score -418286.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -418289.156250 Penalty: 2472.226562
	Iteration 42Q: 3 clusters Score -418289.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -418294.906250 Penalty: 2472.226562
	Iteration 43Q: 3 clusters Score -418294.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -418300.812500 Penalty: 2472.226562
	Iteration 44Q: 3 clusters Score -418300.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -418310.343750 Penalty: 2472.226562
	Iteration 45Q: 3 clusters Score -418310.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -418316.531250 Penalty: 2472.226562
	Iteration 46Q: 3 clusters Score -418316.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -418321.218750 Penalty: 2472.226562
	Iteration 47Q: 3 clusters Score -418321.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -418324.937500 Penalty: 2472.226562
	Iteration 48Q: 3 clusters Score -418324.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -418329.468750 Penalty: 2472.226562
	Iteration 49Q: 3 clusters Score -418329.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -418332.562500 Penalty: 2472.226562
	Iteration 50Q: 3 clusters Score -418332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -418336.562500 Penalty: 2472.226562
	Iteration 51Q: 3 clusters Score -418336.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -418340.687500 Penalty: 2472.226562
	Iteration 52Q: 3 clusters Score -418340.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -418342.687500 Penalty: 2472.226562
	Iteration 53Q: 3 clusters Score -418342.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -418345.062500 Penalty: 2472.226562
	Iteration 54Q: 3 clusters Score -418345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -418347.781250 Penalty: 2472.226562
	Iteration 55Q: 3 clusters Score -418347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -418348.000000 Penalty: 2472.226562
	Iteration 56Q: 3 clusters Score -418348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -418348.000000 Penalty: 2472.226562
	Iteration 57F: 3 clusters Score -418348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Entering Unmasked Estep 
Score: -4247091.500000 Penalty: 1569.670654
	Iteration 0F: 2 clusters Score -4247092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4222147.000000 Penalty: 3139.341309
	Iteration 0F: 3 clusters Score -4222147 nChanged 17417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4231677.500000 Penalty: 3139.341309
	Iteration 1F: 3 clusters Score -4231678 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4232250.000000 Penalty: 3139.341309
	Iteration 2Q: 3 clusters Score -4232250 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4232832.500000 Penalty: 3139.341309
	Iteration 3Q: 3 clusters Score -4232832 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4233431.000000 Penalty: 3139.341309
	Iteration 4Q: 3 clusters Score -4233431 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4234030.500000 Penalty: 3139.341309
	Iteration 5Q: 3 clusters Score -4234030 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4234645.500000 Penalty: 3139.341309
	Iteration 6Q: 3 clusters Score -4234646 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4235345.500000 Penalty: 3139.341309
	Iteration 7Q: 3 clusters Score -4235346 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4236160.500000 Penalty: 3139.341309
	Iteration 8Q: 3 clusters Score -4236160 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4237104.000000 Penalty: 3139.341309
	Iteration 9Q: 3 clusters Score -4237104 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4238240.500000 Penalty: 3139.341309
	Iteration 10Q: 3 clusters Score -4238240 nChanged 1874
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4239405 nChanged 1671
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -4240415.500000 Penalty: 3139.341309
	Iteration 12Q: 3 clusters Score -4240416 nChanged 1374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4241032 nChanged 1027
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4241445 nChanged 858
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Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4241822 nChanged 764
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4243119 nChanged 640
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Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4243411 nChanged 577
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Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4243654 nChanged 524
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Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4243832 nChanged 455
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Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4244022 nChanged 433
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Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -4244144.500000 Penalty: 3139.341309
	Iteration 24Q: 3 clusters Score -4244144 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -4244261.500000 Penalty: 3139.341309
	Iteration 25Q: 3 clusters Score -4244262 nChanged 344
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Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4244364 nChanged 331
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Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4244470 nChanged 296
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Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4244574 nChanged 287
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Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4244650 nChanged 269
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Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4244722 nChanged 269
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Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4244830 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4244885 nChanged 213
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Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4244919.500000 Penalty: 3139.341309
	Iteration 33Q: 3 clusters Score -4244920 nChanged 180
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Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -4244956.000000 Penalty: 3139.341309
	Iteration 34Q: 3 clusters Score -4244956 nChanged 166
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Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4244996 nChanged 161
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Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4245034 nChanged 159
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Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4245083 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4245131 nChanged 149
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Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4245159.500000 Penalty: 3139.341309
	Iteration 39Q: 3 clusters Score -4245160 nChanged 148
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Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4245180 nChanged 152
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Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4245226 nChanged 146
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Mstep: Class 1 contains 33766 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4245270 nChanged 161
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Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4245326 nChanged 125
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Mstep: Class 1 contains 34050 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4245366 nChanged 123
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Mstep: Class 1 contains 34173 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4245388 nChanged 113
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Mstep: Class 1 contains 34286 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4245412 nChanged 101
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Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4245436 nChanged 104
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Mstep: Class 1 contains 34487 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4245474 nChanged 100
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Mstep: Class 1 contains 34585 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4245488 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4245518.500000 Penalty: 3139.341309
	Iteration 50Q: 3 clusters Score -4245518 nChanged 95
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Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4245534 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4245558 nChanged 81
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Mstep: Class 1 contains 34961 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4245587 nChanged 60
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Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4245600 nChanged 57
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Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4245623 nChanged 57
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Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4245620 nChanged 59
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Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4245638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4245648 nChanged 49
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Mstep: Class 1 contains 35295 members 
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Entering Unmasked Estep 
Score: -4245661.500000 Penalty: 3139.341309
	Iteration 59Q: 3 clusters Score -4245662 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4245672.000000 Penalty: 3139.341309
	Iteration 60F: 3 clusters Score -4245672 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4245676 nChanged 35
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Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4245670 nChanged 40
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Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4245681 nChanged 34
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Mstep: Class 1 contains 35477 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4245684 nChanged 42
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Mstep: Class 1 contains 35517 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4245689 nChanged 52
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Mstep: Class 1 contains 35563 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4245716 nChanged 42
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Mstep: Class 1 contains 35601 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4245724 nChanged 34
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Mstep: Class 1 contains 35631 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4245738 nChanged 26
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Mstep: Class 1 contains 35657 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4245743 nChanged 22
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Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4245755 nChanged 29
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Mstep: Class 1 contains 35706 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4245762 nChanged 21
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Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4245763 nChanged 19
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Mstep: Class 1 contains 35742 members 
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Entering Unmasked Estep 
Score: -4245772.500000 Penalty: 3139.341309
	Iteration 73Q: 3 clusters Score -4245772 nChanged 12
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Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4245777 nChanged 19
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Mstep: Class 1 contains 35773 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4245776 nChanged 15
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Mstep: Class 1 contains 35788 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4245778 nChanged 18
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Mstep: Class 1 contains 35804 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4245776 nChanged 10
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Mstep: Class 1 contains 35814 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4245774 nChanged 16
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Mstep: Class 1 contains 35828 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4245782 nChanged 9
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Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4245788 nChanged 11
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Mstep: Class 1 contains 35846 members 
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	Iteration 81Q: 3 clusters Score -4245790 nChanged 13
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Mstep: Class 1 contains 35857 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4245790 nChanged 10
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Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4245790 nChanged 12
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Mstep: Class 1 contains 35879 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4245798 nChanged 15
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Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4245800 nChanged 14
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Mstep: Class 1 contains 35906 members 
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Entering Unmasked Estep 
Score: -4245806.500000 Penalty: 3139.341309
	Iteration 86Q: 3 clusters Score -4245806 nChanged 18
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Mstep: Class 1 contains 35924 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4245814 nChanged 17
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Mstep: Class 1 contains 35941 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4245810 nChanged 20
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Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 2173 members 
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	Iteration 89Q: 3 clusters Score -4245814 nChanged 12
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Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4245818 nChanged 12
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Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4245820 nChanged 12
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Mstep: Class 1 contains 35997 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4245824 nChanged 14
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Mstep: Class 1 contains 36011 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4245828 nChanged 18
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Mstep: Class 1 contains 36027 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4245838 nChanged 23
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4245836 nChanged 21
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Mstep: Class 1 contains 36069 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4245846 nChanged 25
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Mstep: Class 1 contains 36094 members 
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	Iteration 97Q: 3 clusters Score -4245852 nChanged 19
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Mstep: Class 1 contains 36113 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4245854 nChanged 19
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Entering Unmasked Estep 
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Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4245860 nChanged 16
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Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4245868 nChanged 11
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Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4245871.500000 Penalty: 3139.341309
	Iteration 102Q: 3 clusters Score -4245872 nChanged 10
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Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4245875 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4245876.500000 Penalty: 3139.341309
	Iteration 104Q: 3 clusters Score -4245876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4245878.500000 Penalty: 3139.341309
	Iteration 105Q: 3 clusters Score -4245878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4245883.000000 Penalty: 3139.341309
	Iteration 106Q: 3 clusters Score -4245883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4245887.500000 Penalty: 3139.341309
	Iteration 107Q: 3 clusters Score -4245888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4245890.000000 Penalty: 3139.341309
	Iteration 108Q: 3 clusters Score -4245890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4245890.500000 Penalty: 3139.341309
	Iteration 109Q: 3 clusters Score -4245890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4245896.000000 Penalty: 3139.341309
	Iteration 110Q: 3 clusters Score -4245896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4245896.000000 Penalty: 3139.341309
	Iteration 111Q: 3 clusters Score -4245896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4245904.500000 Penalty: 3139.341309
	Iteration 112Q: 3 clusters Score -4245904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4245908.000000 Penalty: 3139.341309
	Iteration 113Q: 3 clusters Score -4245908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4245911.500000 Penalty: 3139.341309
	Iteration 114Q: 3 clusters Score -4245912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4245910.000000 Penalty: 3139.341309
	Iteration 115Q: 3 clusters Score -4245910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4245915.500000 Penalty: 3139.341309
	Iteration 116Q: 3 clusters Score -4245916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4245914.500000 Penalty: 3139.341309
	Iteration 117Q: 3 clusters Score -4245914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4245922.500000 Penalty: 3139.341309
	Iteration 118Q: 3 clusters Score -4245922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4245920.000000 Penalty: 3139.341309
	Iteration 119Q: 3 clusters Score -4245920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4245916.500000 Penalty: 3139.341309
	Iteration 120F: 3 clusters Score -4245916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -128589.820312 Penalty: 1050.215210
	Iteration 0F: 2 clusters Score -128589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -127210.390625 Penalty: 2100.430420
	Iteration 0F: 3 clusters Score -127210.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -127514.835938 Penalty: 2100.430420
	Iteration 1F: 3 clusters Score -127514.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -127593.164062 Penalty: 2100.430420
	Iteration 2F: 3 clusters Score -127593.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -127633.226562 Penalty: 2100.430420
	Iteration 3Q: 3 clusters Score -127633.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127661.359375 Penalty: 2100.430420
	Iteration 4Q: 3 clusters Score -127661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127677.031250 Penalty: 2100.430420
	Iteration 5Q: 3 clusters Score -127677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -127687.500000 Penalty: 2100.430420
	Iteration 6Q: 3 clusters Score -127687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127691.812500 Penalty: 2100.430420
	Iteration 7Q: 3 clusters Score -127691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127694.195312 Penalty: 2100.430420
	Iteration 8Q: 3 clusters Score -127694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127697.320312 Penalty: 2100.430420
	Iteration 9Q: 3 clusters Score -127697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -127699.187500 Penalty: 2100.430420
	Iteration 10Q: 3 clusters Score -127699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127703.156250 Penalty: 2100.430420
	Iteration 11Q: 3 clusters Score -127703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127704.421875 Penalty: 2100.430420
	Iteration 12Q: 3 clusters Score -127704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127704.421875 Penalty: 2100.430420
	Iteration 13F: 3 clusters Score -127704.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Entering Unmasked Estep 
Score: -4523464.000000 Penalty: 1577.621338
	Iteration 0F: 2 clusters Score -4523464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4497397.500000 Penalty: 3155.242676
	Iteration 0F: 3 clusters Score -4497398 nChanged 18342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4507383.000000 Penalty: 3155.242676
	Iteration 1F: 3 clusters Score -4507383 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4507966.500000 Penalty: 3155.242676
	Iteration 2Q: 3 clusters Score -4507966 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4508539.000000 Penalty: 3155.242676
	Iteration 3Q: 3 clusters Score -4508539 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4509239.500000 Penalty: 3155.242676
	Iteration 4Q: 3 clusters Score -4509240 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4510191.500000 Penalty: 3155.242676
	Iteration 5F: 3 clusters Score -4510192 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4511557.500000 Penalty: 3155.242676
	Iteration 6F: 3 clusters Score -4511558 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4513315.000000 Penalty: 3155.242676
	Iteration 7F: 3 clusters Score -4513315 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -4515325.500000 Penalty: 3155.242676
	Iteration 8F: 3 clusters Score -4515326 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -4517308.000000 Penalty: 3155.242676
	Iteration 9F: 3 clusters Score -4517308 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4518985.000000 Penalty: 3155.242676
	Iteration 10F: 3 clusters Score -4518985 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4520233.000000 Penalty: 3155.242676
	Iteration 11Q: 3 clusters Score -4520233 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4521004.000000 Penalty: 3155.242676
	Iteration 12Q: 3 clusters Score -4521004 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4521479.000000 Penalty: 3155.242676
	Iteration 13Q: 3 clusters Score -4521479 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4521769.000000 Penalty: 3155.242676
	Iteration 14Q: 3 clusters Score -4521769 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4521935.000000 Penalty: 3155.242676
	Iteration 15Q: 3 clusters Score -4521935 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4522029.000000 Penalty: 3155.242676
	Iteration 16Q: 3 clusters Score -4522029 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4522089.000000 Penalty: 3155.242676
	Iteration 17Q: 3 clusters Score -4522089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4522119.000000 Penalty: 3155.242676
	Iteration 18Q: 3 clusters Score -4522119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4522138.500000 Penalty: 3155.242676
	Iteration 19Q: 3 clusters Score -4522138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4522165.000000 Penalty: 3155.242676
	Iteration 20F: 3 clusters Score -4522165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4522183.000000 Penalty: 3155.242676
	Iteration 21Q: 3 clusters Score -4522183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4522188.000000 Penalty: 3155.242676
	Iteration 22Q: 3 clusters Score -4522188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4522196.000000 Penalty: 3155.242676
	Iteration 23Q: 3 clusters Score -4522196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4522201.500000 Penalty: 3155.242676
	Iteration 24Q: 3 clusters Score -4522202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4522206.000000 Penalty: 3155.242676
	Iteration 25Q: 3 clusters Score -4522206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4522205.500000 Penalty: 3155.242676
	Iteration 26Q: 3 clusters Score -4522206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4522205.500000 Penalty: 3155.242676
	Iteration 27Q: 3 clusters Score -4522206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4522205.500000 Penalty: 3155.242676
	Iteration 28F: 3 clusters Score -4522206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -109292.554688 Penalty: 1044.471313
	Iteration 0F: 2 clusters Score -109292.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107932.648438 Penalty: 2088.942627
	Iteration 0F: 3 clusters Score -107932.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -108236.101562 Penalty: 2088.942627
	Iteration 1F: 3 clusters Score -108236.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108339.882812 Penalty: 2088.942627
	Iteration 2F: 3 clusters Score -108339.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108387.015625 Penalty: 2088.942627
	Iteration 3Q: 3 clusters Score -108387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108415.203125 Penalty: 2088.942627
	Iteration 4Q: 3 clusters Score -108415.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108438.562500 Penalty: 2088.942627
	Iteration 5Q: 3 clusters Score -108438.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108452.398438 Penalty: 2088.942627
	Iteration 6Q: 3 clusters Score -108452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108460.078125 Penalty: 2088.942627
	Iteration 7Q: 3 clusters Score -108460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108464.960938 Penalty: 2088.942627
	Iteration 8Q: 3 clusters Score -108465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108466.195312 Penalty: 2088.942627
	Iteration 9Q: 3 clusters Score -108466.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108467.828125 Penalty: 2088.942627
	Iteration 10Q: 3 clusters Score -108467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108467.828125 Penalty: 2088.942627
	Iteration 11F: 3 clusters Score -108467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Entering Unmasked Estep 
Score: -6093573.500000 Penalty: 1627.596436
	Iteration 0F: 2 clusters Score -6093574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -6057045.500000 Penalty: 3255.192871
	Iteration 0F: 3 clusters Score -6057046 nChanged 25942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -6071668.500000 Penalty: 3255.192871
	Iteration 1F: 3 clusters Score -6071668 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -6072689.500000 Penalty: 3255.192871
	Iteration 2Q: 3 clusters Score -6072690 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -6074039.000000 Penalty: 3255.192871
	Iteration 3F: 3 clusters Score -6074039 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -6075659.500000 Penalty: 3255.192871
	Iteration 4F: 3 clusters Score -6075660 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -6077510.500000 Penalty: 3255.192871
	Iteration 5F: 3 clusters Score -6077510 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -6079386.000000 Penalty: 3255.192871
	Iteration 6F: 3 clusters Score -6079386 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -6081356.000000 Penalty: 3255.192871
	Iteration 7F: 3 clusters Score -6081356 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -6083354.500000 Penalty: 3255.192871
	Iteration 8F: 3 clusters Score -6083354 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -6085459.500000 Penalty: 3255.192871
	Iteration 9F: 3 clusters Score -6085460 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -6087586.000000 Penalty: 3255.192871
	Iteration 10Q: 3 clusters Score -6087586 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -6089073.500000 Penalty: 3255.192871
	Iteration 11Q: 3 clusters Score -6089074 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -6089743.000000 Penalty: 3255.192871
	Iteration 12Q: 3 clusters Score -6089743 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -6090114.500000 Penalty: 3255.192871
	Iteration 13Q: 3 clusters Score -6090114 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -6090324.500000 Penalty: 3255.192871
	Iteration 14Q: 3 clusters Score -6090324 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -6090473.500000 Penalty: 3255.192871
	Iteration 15Q: 3 clusters Score -6090474 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -6090627.000000 Penalty: 3255.192871
	Iteration 16Q: 3 clusters Score -6090627 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -6090712.000000 Penalty: 3255.192871
	Iteration 17Q: 3 clusters Score -6090712 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -6090785.500000 Penalty: 3255.192871
	Iteration 18Q: 3 clusters Score -6090786 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -6090863.500000 Penalty: 3255.192871
	Iteration 19Q: 3 clusters Score -6090864 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -6090911.500000 Penalty: 3255.192871
	Iteration 20F: 3 clusters Score -6090912 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -6090973.500000 Penalty: 3255.192871
	Iteration 21Q: 3 clusters Score -6090974 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -6091004.000000 Penalty: 3255.192871
	Iteration 22Q: 3 clusters Score -6091004 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -6091019.000000 Penalty: 3255.192871
	Iteration 23Q: 3 clusters Score -6091019 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -6091026.000000 Penalty: 3255.192871
	Iteration 24Q: 3 clusters Score -6091026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -6091039.000000 Penalty: 3255.192871
	Iteration 25Q: 3 clusters Score -6091039 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -6091072.000000 Penalty: 3255.192871
	Iteration 26Q: 3 clusters Score -6091072 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -6091080.000000 Penalty: 3255.192871
	Iteration 27Q: 3 clusters Score -6091080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -6091089.500000 Penalty: 3255.192871
	Iteration 28Q: 3 clusters Score -6091090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -6091099.500000 Penalty: 3255.192871
	Iteration 29Q: 3 clusters Score -6091100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -6091098.500000 Penalty: 3255.192871
	Iteration 30Q: 3 clusters Score -6091098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -6091118.500000 Penalty: 3255.192871
	Iteration 31Q: 3 clusters Score -6091118 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -6091127.500000 Penalty: 3255.192871
	Iteration 32Q: 3 clusters Score -6091128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -6091138.000000 Penalty: 3255.192871
	Iteration 33Q: 3 clusters Score -6091138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -6091128.500000 Penalty: 3255.192871
	Iteration 34Q: 3 clusters Score -6091128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -6091125.500000 Penalty: 3255.192871
	Iteration 35Q: 3 clusters Score -6091126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -6091137.000000 Penalty: 3255.192871
	Iteration 36Q: 3 clusters Score -6091137 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -6091151.000000 Penalty: 3255.192871
	Iteration 37Q: 3 clusters Score -6091151 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -6091163.000000 Penalty: 3255.192871
	Iteration 38Q: 3 clusters Score -6091163 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -6091173.000000 Penalty: 3255.192871
	Iteration 39Q: 3 clusters Score -6091173 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6091184.000000 Penalty: 3255.192871
	Iteration 40F: 3 clusters Score -6091184 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -6091208.500000 Penalty: 3255.192871
	Iteration 41Q: 3 clusters Score -6091208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -6091204.500000 Penalty: 3255.192871
	Iteration 42Q: 3 clusters Score -6091204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -6091213.000000 Penalty: 3255.192871
	Iteration 43Q: 3 clusters Score -6091213 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -6091225.000000 Penalty: 3255.192871
	Iteration 44Q: 3 clusters Score -6091225 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -6091253.500000 Penalty: 3255.192871
	Iteration 45Q: 3 clusters Score -6091254 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -6091264.000000 Penalty: 3255.192871
	Iteration 46Q: 3 clusters Score -6091264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -6091254.500000 Penalty: 3255.192871
	Iteration 47Q: 3 clusters Score -6091254 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -6091247.500000 Penalty: 3255.192871
	Iteration 48Q: 3 clusters Score -6091248 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -6091253.000000 Penalty: 3255.192871
	Iteration 49Q: 3 clusters Score -6091253 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -6091267.500000 Penalty: 3255.192871
	Iteration 50Q: 3 clusters Score -6091268 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -6091288.000000 Penalty: 3255.192871
	Iteration 51Q: 3 clusters Score -6091288 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -6091310.000000 Penalty: 3255.192871
	Iteration 52Q: 3 clusters Score -6091310 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -6091329.500000 Penalty: 3255.192871
	Iteration 53Q: 3 clusters Score -6091330 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -6091323.500000 Penalty: 3255.192871
	Iteration 54Q: 3 clusters Score -6091324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -6091352.500000 Penalty: 3255.192871
	Iteration 55Q: 3 clusters Score -6091352 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -6091362.000000 Penalty: 3255.192871
	Iteration 56Q: 3 clusters Score -6091362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -6091354.500000 Penalty: 3255.192871
	Iteration 57Q: 3 clusters Score -6091354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -6091379.500000 Penalty: 3255.192871
	Iteration 58Q: 3 clusters Score -6091380 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -6091374.500000 Penalty: 3255.192871
	Iteration 59Q: 3 clusters Score -6091374 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -6091390.500000 Penalty: 3255.192871
	Iteration 60F: 3 clusters Score -6091390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -6091401.500000 Penalty: 3255.192871
	Iteration 61Q: 3 clusters Score -6091402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -6091400.000000 Penalty: 3255.192871
	Iteration 62Q: 3 clusters Score -6091400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -6091415.000000 Penalty: 3255.192871
	Iteration 63Q: 3 clusters Score -6091415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6091421.000000 Penalty: 3255.192871
	Iteration 64Q: 3 clusters Score -6091421 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -6091432.500000 Penalty: 3255.192871
	Iteration 65Q: 3 clusters Score -6091432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -6091422.500000 Penalty: 3255.192871
	Iteration 66Q: 3 clusters Score -6091422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -6091453.500000 Penalty: 3255.192871
	Iteration 67Q: 3 clusters Score -6091454 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -6091464.000000 Penalty: 3255.192871
	Iteration 68Q: 3 clusters Score -6091464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -6091474.500000 Penalty: 3255.192871
	Iteration 69Q: 3 clusters Score -6091474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -6091476.500000 Penalty: 3255.192871
	Iteration 70Q: 3 clusters Score -6091476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -6091506.500000 Penalty: 3255.192871
	Iteration 71Q: 3 clusters Score -6091506 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -6091492.500000 Penalty: 3255.192871
	Iteration 72Q: 3 clusters Score -6091492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -6091514.000000 Penalty: 3255.192871
	Iteration 73Q: 3 clusters Score -6091514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -6091511.000000 Penalty: 3255.192871
	Iteration 74Q: 3 clusters Score -6091511 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -6091525.000000 Penalty: 3255.192871
	Iteration 75Q: 3 clusters Score -6091525 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -6091546.500000 Penalty: 3255.192871
	Iteration 76Q: 3 clusters Score -6091546 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -6091550.000000 Penalty: 3255.192871
	Iteration 77Q: 3 clusters Score -6091550 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -6091563.500000 Penalty: 3255.192871
	Iteration 78Q: 3 clusters Score -6091564 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -6091564.500000 Penalty: 3255.192871
	Iteration 79Q: 3 clusters Score -6091564 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -6091582.000000 Penalty: 3255.192871
	Iteration 80F: 3 clusters Score -6091582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -6091596.000000 Penalty: 3255.192871
	Iteration 81Q: 3 clusters Score -6091596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -6091619.500000 Penalty: 3255.192871
	Iteration 82Q: 3 clusters Score -6091620 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -6091638.000000 Penalty: 3255.192871
	Iteration 83Q: 3 clusters Score -6091638 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -6091646.500000 Penalty: 3255.192871
	Iteration 84Q: 3 clusters Score -6091646 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -6091677.500000 Penalty: 3255.192871
	Iteration 85Q: 3 clusters Score -6091678 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -6091697.000000 Penalty: 3255.192871
	Iteration 86Q: 3 clusters Score -6091697 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -6091708.000000 Penalty: 3255.192871
	Iteration 87Q: 3 clusters Score -6091708 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -6091726.500000 Penalty: 3255.192871
	Iteration 88Q: 3 clusters Score -6091726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -6091736.500000 Penalty: 3255.192871
	Iteration 89Q: 3 clusters Score -6091736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6091773.500000 Penalty: 3255.192871
	Iteration 90Q: 3 clusters Score -6091774 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -6091783.500000 Penalty: 3255.192871
	Iteration 91Q: 3 clusters Score -6091784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -6091781.500000 Penalty: 3255.192871
	Iteration 92Q: 3 clusters Score -6091782 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6091800.500000 Penalty: 3255.192871
	Iteration 93Q: 3 clusters Score -6091800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -6091823.500000 Penalty: 3255.192871
	Iteration 94Q: 3 clusters Score -6091824 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -6091850.500000 Penalty: 3255.192871
	Iteration 95Q: 3 clusters Score -6091850 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -6091853.000000 Penalty: 3255.192871
	Iteration 96Q: 3 clusters Score -6091853 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -6091857.500000 Penalty: 3255.192871
	Iteration 97Q: 3 clusters Score -6091858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -6091869.000000 Penalty: 3255.192871
	Iteration 98Q: 3 clusters Score -6091869 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -6091887.500000 Penalty: 3255.192871
	Iteration 99Q: 3 clusters Score -6091888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -6091889.500000 Penalty: 3255.192871
	Iteration 100F: 3 clusters Score -6091890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -6091886.000000 Penalty: 3255.192871
	Iteration 101Q: 3 clusters Score -6091886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -6091941.000000 Penalty: 3255.192871
	Iteration 102Q: 3 clusters Score -6091941 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -6091924.500000 Penalty: 3255.192871
	Iteration 103Q: 3 clusters Score -6091924 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -6091937.000000 Penalty: 3255.192871
	Iteration 104Q: 3 clusters Score -6091937 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -6091940.000000 Penalty: 3255.192871
	Iteration 105Q: 3 clusters Score -6091940 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -6091971.500000 Penalty: 3255.192871
	Iteration 106Q: 3 clusters Score -6091972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -6091963.500000 Penalty: 3255.192871
	Iteration 107Q: 3 clusters Score -6091964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -6091975.500000 Penalty: 3255.192871
	Iteration 108Q: 3 clusters Score -6091976 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6091984.500000 Penalty: 3255.192871
	Iteration 109Q: 3 clusters Score -6091984 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -6091967.500000 Penalty: 3255.192871
	Iteration 110Q: 3 clusters Score -6091968 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -6091983.500000 Penalty: 3255.192871
	Iteration 111Q: 3 clusters Score -6091984 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6091991 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6092006 nChanged 40
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Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6092008 nChanged 44
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Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6092007 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6092026 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6092025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -6092030.500000 Penalty: 3255.192871
	Iteration 118Q: 3 clusters Score -6092030 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -6092040.500000 Penalty: 3255.192871
	Iteration 119Q: 3 clusters Score -6092040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -6092048.000000 Penalty: 3255.192871
	Iteration 120F: 3 clusters Score -6092048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6092055 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6092062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6092073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6092072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -6092071.500000 Penalty: 3255.192871
	Iteration 125Q: 3 clusters Score -6092072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -6092078.500000 Penalty: 3255.192871
	Iteration 126Q: 3 clusters Score -6092078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6092078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -6092078.500000 Penalty: 3255.192871
	Iteration 128Q: 3 clusters Score -6092078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -6092092.000000 Penalty: 3255.192871
	Iteration 129Q: 3 clusters Score -6092092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -6092091.000000 Penalty: 3255.192871
	Iteration 130Q: 3 clusters Score -6092091 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -6092102.000000 Penalty: 3255.192871
	Iteration 131Q: 3 clusters Score -6092102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6092105 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6092128 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -6092121.000000 Penalty: 3255.192871
	Iteration 134Q: 3 clusters Score -6092121 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6092106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -6092114.500000 Penalty: 3255.192871
	Iteration 136Q: 3 clusters Score -6092114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -6092125.500000 Penalty: 3255.192871
	Iteration 137Q: 3 clusters Score -6092126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -6092122.500000 Penalty: 3255.192871
	Iteration 138Q: 3 clusters Score -6092122 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6092137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -6092163.500000 Penalty: 3255.192871
	Iteration 140F: 3 clusters Score -6092164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -6092176.500000 Penalty: 3255.192871
	Iteration 141Q: 3 clusters Score -6092176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -6092192.000000 Penalty: 3255.192871
	Iteration 142Q: 3 clusters Score -6092192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -6092199.000000 Penalty: 3255.192871
	Iteration 143Q: 3 clusters Score -6092199 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6092198 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -6092207.500000 Penalty: 3255.192871
	Iteration 145Q: 3 clusters Score -6092208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -6092216.500000 Penalty: 3255.192871
	Iteration 146Q: 3 clusters Score -6092216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6092218 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6092218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -6092220.000000 Penalty: 3255.192871
	Iteration 149Q: 3 clusters Score -6092220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -6092246.500000 Penalty: 3255.192871
	Iteration 150Q: 3 clusters Score -6092246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -6092245.000000 Penalty: 3255.192871
	Iteration 151Q: 3 clusters Score -6092245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -6092254.000000 Penalty: 3255.192871
	Iteration 152Q: 3 clusters Score -6092254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -6092257.000000 Penalty: 3255.192871
	Iteration 153Q: 3 clusters Score -6092257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6092248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6092245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -6092252.500000 Penalty: 3255.192871
	Iteration 156Q: 3 clusters Score -6092252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -6092243.500000 Penalty: 3255.192871
	Iteration 157Q: 3 clusters Score -6092244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -6092253.500000 Penalty: 3255.192871
	Iteration 158Q: 3 clusters Score -6092254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6092257 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 50953 members 
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Score: -6092256.000000 Penalty: 3255.192871
	Iteration 160F: 3 clusters Score -6092256 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -6092264.500000 Penalty: 3255.192871
	Iteration 161Q: 3 clusters Score -6092264 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -6092272.000000 Penalty: 3255.192871
	Iteration 162Q: 3 clusters Score -6092272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -6092270.000000 Penalty: 3255.192871
	Iteration 163Q: 3 clusters Score -6092270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -6092274.000000 Penalty: 3255.192871
	Iteration 164Q: 3 clusters Score -6092274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 51030 members 
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	Iteration 165Q: 3 clusters Score -6092274 nChanged 23
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Mstep: Class 1 contains 5230 members 
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	Iteration 166Q: 3 clusters Score -6092272 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6092272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6092277.500000 Penalty: 3255.192871
	Iteration 168Q: 3 clusters Score -6092278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6092290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -6092285.000000 Penalty: 3255.192871
	Iteration 170Q: 3 clusters Score -6092285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -6092286.000000 Penalty: 3255.192871
	Iteration 171Q: 3 clusters Score -6092286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -6092289.500000 Penalty: 3255.192871
	Iteration 172Q: 3 clusters Score -6092290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -6092299.000000 Penalty: 3255.192871
	Iteration 173Q: 3 clusters Score -6092299 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
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Entering Unmasked Estep 
Score: -6092302.500000 Penalty: 3255.192871
	Iteration 174Q: 3 clusters Score -6092302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -6092293.000000 Penalty: 3255.192871
	Iteration 175Q: 3 clusters Score -6092293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 51211 members 
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Score: -6092284.000000 Penalty: 3255.192871
	Iteration 176Q: 3 clusters Score -6092284 nChanged 11
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Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 51222 members 
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Score: -6092282.000000 Penalty: 3255.192871
	Iteration 177Q: 3 clusters Score -6092282 nChanged 11
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Mstep: Class 1 contains 5050 members 
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	Iteration 178Q: 3 clusters Score -6092290 nChanged 5
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Mstep: Class 1 contains 5045 members 
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	Iteration 179Q: 3 clusters Score -6092290 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
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Entering Unmasked Estep 
Score: -6092283.500000 Penalty: 3255.192871
	Iteration 180F: 3 clusters Score -6092284 nChanged 6
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Mstep: Class 1 contains 5035 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6092294 nChanged 7
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Mstep: Class 1 contains 5028 members 
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	Iteration 182Q: 3 clusters Score -6092288 nChanged 6
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Mstep: Class 1 contains 5022 members 
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	Iteration 183Q: 3 clusters Score -6092292 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -6092286.000000 Penalty: 3255.192871
	Iteration 184Q: 3 clusters Score -6092286 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 51271 members 
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	Iteration 185Q: 3 clusters Score -6092290 nChanged 7
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Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 51276 members 
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	Iteration 186Q: 3 clusters Score -6092289 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 51287 members 
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	Iteration 187Q: 3 clusters Score -6092290 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6092286 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 51318 members 
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Score: -6092297.000000 Penalty: 3255.192871
	Iteration 189Q: 3 clusters Score -6092297 nChanged 19
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Mstep: Class 1 contains 4950 members 
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	Iteration 190Q: 3 clusters Score -6092290 nChanged 7
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Mstep: Class 1 contains 4943 members 
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	Iteration 191Q: 3 clusters Score -6092290 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
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	Iteration 192Q: 3 clusters Score -6092289 nChanged 11
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Mstep: Class 1 contains 4928 members 
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	Iteration 193Q: 3 clusters Score -6092300 nChanged 11
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Mstep: Class 1 contains 4917 members 
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	Iteration 194Q: 3 clusters Score -6092298 nChanged 12
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Mstep: Class 1 contains 4905 members 
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	Iteration 195Q: 3 clusters Score -6092300 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6092298 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
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	Iteration 197Q: 3 clusters Score -6092297 nChanged 12
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Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6092296 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -6092302.000000 Penalty: 3255.192871
	Iteration 199Q: 3 clusters Score -6092302 nChanged 9
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Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -6092303.500000 Penalty: 3255.192871
	Iteration 200F: 3 clusters Score -6092304 nChanged 4
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Mstep: Class 1 contains 4854 members 
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	Iteration 201Q: 3 clusters Score -6092303 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -6092307.500000 Penalty: 3255.192871
	Iteration 202Q: 3 clusters Score -6092308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -6092304.500000 Penalty: 3255.192871
	Iteration 203Q: 3 clusters Score -6092304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -6092305.500000 Penalty: 3255.192871
	Iteration 204Q: 3 clusters Score -6092306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -6092303.000000 Penalty: 3255.192871
	Iteration 205Q: 3 clusters Score -6092303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -6092301.000000 Penalty: 3255.192871
	Iteration 206Q: 3 clusters Score -6092301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -6092294.000000 Penalty: 3255.192871
	Iteration 207Q: 3 clusters Score -6092294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -6092298.500000 Penalty: 3255.192871
	Iteration 208Q: 3 clusters Score -6092298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -6092306.500000 Penalty: 3255.192871
	Iteration 209Q: 3 clusters Score -6092306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -6092312.500000 Penalty: 3255.192871
	Iteration 210Q: 3 clusters Score -6092312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -6092316.500000 Penalty: 3255.192871
	Iteration 211Q: 3 clusters Score -6092316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6092316.500000 Penalty: 3255.192871
	Iteration 212Q: 3 clusters Score -6092316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6092312.500000 Penalty: 3255.192871
	Iteration 213Q: 3 clusters Score -6092312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -6092306.500000 Penalty: 3255.192871
	Iteration 214Q: 3 clusters Score -6092306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -6092298.000000 Penalty: 3255.192871
	Iteration 215Q: 3 clusters Score -6092298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -6092300.500000 Penalty: 3255.192871
	Iteration 216Q: 3 clusters Score -6092300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -6092295.500000 Penalty: 3255.192871
	Iteration 217Q: 3 clusters Score -6092296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -6092298.500000 Penalty: 3255.192871
	Iteration 218Q: 3 clusters Score -6092298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -6092295.500000 Penalty: 3255.192871
	Iteration 219Q: 3 clusters Score -6092296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -6092301.000000 Penalty: 3255.192871
	Iteration 220F: 3 clusters Score -6092301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -83200.062500 Penalty: 998.344482
	Iteration 0F: 2 clusters Score -83200.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82097.570312 Penalty: 1996.688965
	Iteration 0F: 3 clusters Score -82097.57 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -82350.382812 Penalty: 1996.688965
	Iteration 1F: 3 clusters Score -82350.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82403.031250 Penalty: 1996.688965
	Iteration 2Q: 3 clusters Score -82403.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82433.976562 Penalty: 1996.688965
	Iteration 3Q: 3 clusters Score -82433.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82449.929688 Penalty: 1996.688965
	Iteration 4Q: 3 clusters Score -82449.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -82463.140625 Penalty: 1996.688965
	Iteration 5Q: 3 clusters Score -82463.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82472.195312 Penalty: 1996.688965
	Iteration 6Q: 3 clusters Score -82472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82475.234375 Penalty: 1996.688965
	Iteration 7Q: 3 clusters Score -82475.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82479.570312 Penalty: 1996.688965
	Iteration 8Q: 3 clusters Score -82479.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82489.093750 Penalty: 1996.688965
	Iteration 9Q: 3 clusters Score -82489.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82499.617188 Penalty: 1996.688965
	Iteration 10Q: 3 clusters Score -82499.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82501.953125 Penalty: 1996.688965
	Iteration 11Q: 3 clusters Score -82501.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82502.875000 Penalty: 1996.688965
	Iteration 12Q: 3 clusters Score -82502.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82502.875000 Penalty: 1996.688965
	Iteration 13F: 3 clusters Score -82502.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Entering Unmasked Estep 
Score: -2466754.250000 Penalty: 1488.179077
	Iteration 0F: 2 clusters Score -2466754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2452374.000000 Penalty: 2976.358154
	Iteration 0F: 3 clusters Score -2452374 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2457608.250000 Penalty: 2976.358154
	Iteration 1F: 3 clusters Score -2457608 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2458096.250000 Penalty: 2976.358154
	Iteration 2F: 3 clusters Score -2458096 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2458529.000000 Penalty: 2976.358154
	Iteration 3Q: 3 clusters Score -2458529 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2458954.250000 Penalty: 2976.358154
	Iteration 4Q: 3 clusters Score -2458954 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2459363.250000 Penalty: 2976.358154
	Iteration 5Q: 3 clusters Score -2459363 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2459795.500000 Penalty: 2976.358154
	Iteration 6Q: 3 clusters Score -2459796 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2460227.750000 Penalty: 2976.358154
	Iteration 7Q: 3 clusters Score -2460228 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2460705.000000 Penalty: 2976.358154
	Iteration 8Q: 3 clusters Score -2460705 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2461190.750000 Penalty: 2976.358154
	Iteration 9Q: 3 clusters Score -2461191 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2461691.000000 Penalty: 2976.358154
	Iteration 10Q: 3 clusters Score -2461691 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2462259.250000 Penalty: 2976.358154
	Iteration 11Q: 3 clusters Score -2462259 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2462890.750000 Penalty: 2976.358154
	Iteration 12Q: 3 clusters Score -2462891 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2463495.000000 Penalty: 2976.358154
	Iteration 13Q: 3 clusters Score -2463495 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2464112.250000 Penalty: 2976.358154
	Iteration 14Q: 3 clusters Score -2464112 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2464631.750000 Penalty: 2976.358154
	Iteration 15Q: 3 clusters Score -2464632 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2465018.250000 Penalty: 2976.358154
	Iteration 16Q: 3 clusters Score -2465018 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2465284.000000 Penalty: 2976.358154
	Iteration 17Q: 3 clusters Score -2465284 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2465465.000000 Penalty: 2976.358154
	Iteration 18Q: 3 clusters Score -2465465 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2465561.750000 Penalty: 2976.358154
	Iteration 19Q: 3 clusters Score -2465562 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2465610.750000 Penalty: 2976.358154
	Iteration 20F: 3 clusters Score -2465611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2465638.000000 Penalty: 2976.358154
	Iteration 21Q: 3 clusters Score -2465638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2465663.750000 Penalty: 2976.358154
	Iteration 22Q: 3 clusters Score -2465664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2465689.000000 Penalty: 2976.358154
	Iteration 23Q: 3 clusters Score -2465689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2465702.250000 Penalty: 2976.358154
	Iteration 24Q: 3 clusters Score -2465702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2465714.250000 Penalty: 2976.358154
	Iteration 25Q: 3 clusters Score -2465714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2465721.750000 Penalty: 2976.358154
	Iteration 26Q: 3 clusters Score -2465722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2465740.500000 Penalty: 2976.358154
	Iteration 27Q: 3 clusters Score -2465740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2465752.500000 Penalty: 2976.358154
	Iteration 28Q: 3 clusters Score -2465752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2465756.750000 Penalty: 2976.358154
	Iteration 29Q: 3 clusters Score -2465757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2465764.750000 Penalty: 2976.358154
	Iteration 30Q: 3 clusters Score -2465765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2465768.500000 Penalty: 2976.358154
	Iteration 31Q: 3 clusters Score -2465768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2465772.000000 Penalty: 2976.358154
	Iteration 32Q: 3 clusters Score -2465772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2465783.250000 Penalty: 2976.358154
	Iteration 33Q: 3 clusters Score -2465783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2465784.750000 Penalty: 2976.358154
	Iteration 34Q: 3 clusters Score -2465785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2465792.250000 Penalty: 2976.358154
	Iteration 35Q: 3 clusters Score -2465792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2465790.000000 Penalty: 2976.358154
	Iteration 36Q: 3 clusters Score -2465790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2465790.000000 Penalty: 2976.358154
	Iteration 37F: 3 clusters Score -2465790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Entering Unmasked Estep 
Score: -4187378.750000 Penalty: 1567.397949
	Iteration 0F: 2 clusters Score -4187379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4162791.500000 Penalty: 3134.795898
	Iteration 0F: 3 clusters Score -4162792 nChanged 17236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4172355.000000 Penalty: 3134.795898
	Iteration 1F: 3 clusters Score -4172355 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4172987.500000 Penalty: 3134.795898
	Iteration 2Q: 3 clusters Score -4172988 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4173508.000000 Penalty: 3134.795898
	Iteration 3Q: 3 clusters Score -4173508 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4174011.000000 Penalty: 3134.795898
	Iteration 4Q: 3 clusters Score -4174011 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -4174438.750000 Penalty: 3134.795898
	Iteration 5Q: 3 clusters Score -4174439 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4174874.500000 Penalty: 3134.795898
	Iteration 6Q: 3 clusters Score -4174874 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4175293.750000 Penalty: 3134.795898
	Iteration 7Q: 3 clusters Score -4175294 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4175723.250000 Penalty: 3134.795898
	Iteration 8Q: 3 clusters Score -4175723 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4176290.250000 Penalty: 3134.795898
	Iteration 9Q: 3 clusters Score -4176290 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4177006.250000 Penalty: 3134.795898
	Iteration 10Q: 3 clusters Score -4177006 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -4177865.250000 Penalty: 3134.795898
	Iteration 11Q: 3 clusters Score -4177865 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4178917.250000 Penalty: 3134.795898
	Iteration 12Q: 3 clusters Score -4178917 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -4180109.500000 Penalty: 3134.795898
	Iteration 13Q: 3 clusters Score -4180110 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4181374.250000 Penalty: 3134.795898
	Iteration 14Q: 3 clusters Score -4181374 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -4182637.250000 Penalty: 3134.795898
	Iteration 15Q: 3 clusters Score -4182637 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4183741.500000 Penalty: 3134.795898
	Iteration 16Q: 3 clusters Score -4183742 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4184472.250000 Penalty: 3134.795898
	Iteration 17Q: 3 clusters Score -4184472 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4184955.250000 Penalty: 3134.795898
	Iteration 18Q: 3 clusters Score -4184955 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4185275.000000 Penalty: 3134.795898
	Iteration 19Q: 3 clusters Score -4185275 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4185474.750000 Penalty: 3134.795898
	Iteration 20F: 3 clusters Score -4185475 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4185635.500000 Penalty: 3134.795898
	Iteration 21Q: 3 clusters Score -4185636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4185749.250000 Penalty: 3134.795898
	Iteration 22Q: 3 clusters Score -4185749 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4185848.500000 Penalty: 3134.795898
	Iteration 23Q: 3 clusters Score -4185848 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4185911.500000 Penalty: 3134.795898
	Iteration 24Q: 3 clusters Score -4185912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4185951.750000 Penalty: 3134.795898
	Iteration 25Q: 3 clusters Score -4185952 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4186000.250000 Penalty: 3134.795898
	Iteration 26Q: 3 clusters Score -4186000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4186032.750000 Penalty: 3134.795898
	Iteration 27Q: 3 clusters Score -4186033 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4186064.750000 Penalty: 3134.795898
	Iteration 28Q: 3 clusters Score -4186065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4186092.500000 Penalty: 3134.795898
	Iteration 29Q: 3 clusters Score -4186092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4186126.500000 Penalty: 3134.795898
	Iteration 30Q: 3 clusters Score -4186126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4186146.750000 Penalty: 3134.795898
	Iteration 31Q: 3 clusters Score -4186147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4186180.500000 Penalty: 3134.795898
	Iteration 32Q: 3 clusters Score -4186180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4186193.250000 Penalty: 3134.795898
	Iteration 33Q: 3 clusters Score -4186193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4186196.000000 Penalty: 3134.795898
	Iteration 34Q: 3 clusters Score -4186196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4186219.000000 Penalty: 3134.795898
	Iteration 35Q: 3 clusters Score -4186219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4186241.250000 Penalty: 3134.795898
	Iteration 36Q: 3 clusters Score -4186241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4186245.250000 Penalty: 3134.795898
	Iteration 37Q: 3 clusters Score -4186245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4186252.250000 Penalty: 3134.795898
	Iteration 38Q: 3 clusters Score -4186252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4186258.250000 Penalty: 3134.795898
	Iteration 39Q: 3 clusters Score -4186258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4186264.500000 Penalty: 3134.795898
	Iteration 40F: 3 clusters Score -4186264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4186266.000000 Penalty: 3134.795898
	Iteration 41Q: 3 clusters Score -4186266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4186273.000000 Penalty: 3134.795898
	Iteration 42Q: 3 clusters Score -4186273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4186275.750000 Penalty: 3134.795898
	Iteration 43Q: 3 clusters Score -4186276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4186275.750000 Penalty: 3134.795898
	Iteration 44F: 3 clusters Score -4186276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -714346.125000 Penalty: 1295.303955
	Iteration 0F: 2 clusters Score -714346.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -710110.687500 Penalty: 2590.607910
	Iteration 0F: 3 clusters Score -710110.7 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -711354.625000 Penalty: 2590.607910
	Iteration 1F: 3 clusters Score -711354.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -711534.687500 Penalty: 2590.607910
	Iteration 2F: 3 clusters Score -711534.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -711651.250000 Penalty: 2590.607910
	Iteration 3Q: 3 clusters Score -711651.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -711721.062500 Penalty: 2590.607910
	Iteration 4Q: 3 clusters Score -711721.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -711783.375000 Penalty: 2590.607910
	Iteration 5Q: 3 clusters Score -711783.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -711838.687500 Penalty: 2590.607910
	Iteration 6Q: 3 clusters Score -711838.7 nChanged 137
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: -711895.500000 Penalty: 2590.607910
	Iteration 7Q: 3 clusters Score -711895.5 nChanged 129
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: -711954.687500 Penalty: 2590.607910
	Iteration 8Q: 3 clusters Score -711954.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -712008.625000 Penalty: 2590.607910
	Iteration 9Q: 3 clusters Score -712008.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -712056.437500 Penalty: 2590.607910
	Iteration 10Q: 3 clusters Score -712056.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -712104.625000 Penalty: 2590.607910
	Iteration 11Q: 3 clusters Score -712104.6 nChanged 113
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: -712151.812500 Penalty: 2590.607910
	Iteration 12Q: 3 clusters Score -712151.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -712204.437500 Penalty: 2590.607910
	Iteration 13Q: 3 clusters Score -712204.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -712250.875000 Penalty: 2590.607910
	Iteration 14Q: 3 clusters Score -712250.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -712303.375000 Penalty: 2590.607910
	Iteration 15Q: 3 clusters Score -712303.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -712356.812500 Penalty: 2590.607910
	Iteration 16Q: 3 clusters Score -712356.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -712401.937500 Penalty: 2590.607910
	Iteration 17Q: 3 clusters Score -712401.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -712460.750000 Penalty: 2590.607910
	Iteration 18Q: 3 clusters Score -712460.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -712529.812500 Penalty: 2590.607910
	Iteration 19Q: 3 clusters Score -712529.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -712602.687500 Penalty: 2590.607910
	Iteration 20F: 3 clusters Score -712602.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -712662.312500 Penalty: 2590.607910
	Iteration 21Q: 3 clusters Score -712662.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -712722.562500 Penalty: 2590.607910
	Iteration 22Q: 3 clusters Score -712722.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -712789.500000 Penalty: 2590.607910
	Iteration 23Q: 3 clusters Score -712789.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -712875.312500 Penalty: 2590.607910
	Iteration 24Q: 3 clusters Score -712875.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -712939.437500 Penalty: 2590.607910
	Iteration 25Q: 3 clusters Score -712939.4 nChanged 79
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: -712994.812500 Penalty: 2590.607910
	Iteration 26Q: 3 clusters Score -712994.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -713037.312500 Penalty: 2590.607910
	Iteration 27Q: 3 clusters Score -713037.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -713069.437500 Penalty: 2590.607910
	Iteration 28Q: 3 clusters Score -713069.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -713109.750000 Penalty: 2590.607910
	Iteration 29Q: 3 clusters Score -713109.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -713147.875000 Penalty: 2590.607910
	Iteration 30Q: 3 clusters Score -713147.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -713174.125000 Penalty: 2590.607910
	Iteration 31Q: 3 clusters Score -713174.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -713191.687500 Penalty: 2590.607910
	Iteration 32Q: 3 clusters Score -713191.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -713202.687500 Penalty: 2590.607910
	Iteration 33Q: 3 clusters Score -713202.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -713215.250000 Penalty: 2590.607910
	Iteration 34Q: 3 clusters Score -713215.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -713224.750000 Penalty: 2590.607910
	Iteration 35Q: 3 clusters Score -713224.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -713230.250000 Penalty: 2590.607910
	Iteration 36Q: 3 clusters Score -713230.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -713242.125000 Penalty: 2590.607910
	Iteration 37Q: 3 clusters Score -713242.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -713247.750000 Penalty: 2590.607910
	Iteration 38Q: 3 clusters Score -713247.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -713255.187500 Penalty: 2590.607910
	Iteration 39Q: 3 clusters Score -713255.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -713260.437500 Penalty: 2590.607910
	Iteration 40F: 3 clusters Score -713260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -713263.812500 Penalty: 2590.607910
	Iteration 41Q: 3 clusters Score -713263.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -713267.375000 Penalty: 2590.607910
	Iteration 42Q: 3 clusters Score -713267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -713269.500000 Penalty: 2590.607910
	Iteration 43Q: 3 clusters Score -713269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -713270.375000 Penalty: 2590.607910
	Iteration 44Q: 3 clusters Score -713270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -713271.000000 Penalty: 2590.607910
	Iteration 45Q: 3 clusters Score -713271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -713274.375000 Penalty: 2590.607910
	Iteration 46Q: 3 clusters Score -713274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -713274.250000 Penalty: 2590.607910
	Iteration 47Q: 3 clusters Score -713274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -713274.250000 Penalty: 2590.607910
	Iteration 48F: 3 clusters Score -713274.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -187224.828125 Penalty: 1110.206543
	Iteration 0F: 2 clusters Score -187224.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -185481.187500 Penalty: 2220.413086
	Iteration 0F: 3 clusters Score -185481.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -185892.187500 Penalty: 2220.413086
	Iteration 1F: 3 clusters Score -185892.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186026.375000 Penalty: 2220.413086
	Iteration 2F: 3 clusters Score -186026.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -186102.453125 Penalty: 2220.413086
	Iteration 3Q: 3 clusters Score -186102.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -186146.406250 Penalty: 2220.413086
	Iteration 4Q: 3 clusters Score -186146.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186173.609375 Penalty: 2220.413086
	Iteration 5Q: 3 clusters Score -186173.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186186.828125 Penalty: 2220.413086
	Iteration 6Q: 3 clusters Score -186186.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186198.312500 Penalty: 2220.413086
	Iteration 7Q: 3 clusters Score -186198.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186208.765625 Penalty: 2220.413086
	Iteration 8Q: 3 clusters Score -186208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186215.031250 Penalty: 2220.413086
	Iteration 9Q: 3 clusters Score -186215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -186220.750000 Penalty: 2220.413086
	Iteration 10Q: 3 clusters Score -186220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186223.281250 Penalty: 2220.413086
	Iteration 11Q: 3 clusters Score -186223.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186225.937500 Penalty: 2220.413086
	Iteration 12Q: 3 clusters Score -186225.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186230.593750 Penalty: 2220.413086
	Iteration 13Q: 3 clusters Score -186230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186235.421875 Penalty: 2220.413086
	Iteration 14Q: 3 clusters Score -186235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186238.812500 Penalty: 2220.413086
	Iteration 15Q: 3 clusters Score -186238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186240.953125 Penalty: 2220.413086
	Iteration 16Q: 3 clusters Score -186241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -186241.562500 Penalty: 2220.413086
	Iteration 17Q: 3 clusters Score -186241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186242.140625 Penalty: 2220.413086
	Iteration 18Q: 3 clusters Score -186242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186243.015625 Penalty: 2220.413086
	Iteration 19Q: 3 clusters Score -186243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -186243.015625 Penalty: 2220.413086
	Iteration 20F: 3 clusters Score -186243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Entering Unmasked Estep 
Score: -1688580.125000 Penalty: 1431.781128
	Iteration 0F: 2 clusters Score -1688580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1678646.875000 Penalty: 2863.562256
	Iteration 0F: 3 clusters Score -1678647 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1682084.375000 Penalty: 2863.562256
	Iteration 1F: 3 clusters Score -1682084 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1682408.000000 Penalty: 2863.562256
	Iteration 2F: 3 clusters Score -1682408 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1682627.875000 Penalty: 2863.562256
	Iteration 3Q: 3 clusters Score -1682628 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1682810.500000 Penalty: 2863.562256
	Iteration 4Q: 3 clusters Score -1682810 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1682950.875000 Penalty: 2863.562256
	Iteration 5Q: 3 clusters Score -1682951 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1683061.500000 Penalty: 2863.562256
	Iteration 6Q: 3 clusters Score -1683062 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1683173.750000 Penalty: 2863.562256
	Iteration 7Q: 3 clusters Score -1683174 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1683264.750000 Penalty: 2863.562256
	Iteration 8Q: 3 clusters Score -1683265 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1683353.125000 Penalty: 2863.562256
	Iteration 9Q: 3 clusters Score -1683353 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1683442.000000 Penalty: 2863.562256
	Iteration 10Q: 3 clusters Score -1683442 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1683531.125000 Penalty: 2863.562256
	Iteration 11Q: 3 clusters Score -1683531 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1683630.250000 Penalty: 2863.562256
	Iteration 12Q: 3 clusters Score -1683630 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1683749.750000 Penalty: 2863.562256
	Iteration 13Q: 3 clusters Score -1683750 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1683873.375000 Penalty: 2863.562256
	Iteration 14Q: 3 clusters Score -1683873 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1684006.000000 Penalty: 2863.562256
	Iteration 15Q: 3 clusters Score -1684006 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1684133.125000 Penalty: 2863.562256
	Iteration 16Q: 3 clusters Score -1684133 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1684235.125000 Penalty: 2863.562256
	Iteration 17Q: 3 clusters Score -1684235 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1684355.875000 Penalty: 2863.562256
	Iteration 18Q: 3 clusters Score -1684356 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1684484.875000 Penalty: 2863.562256
	Iteration 19Q: 3 clusters Score -1684485 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1684609.625000 Penalty: 2863.562256
	Iteration 20F: 3 clusters Score -1684610 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1684722.000000 Penalty: 2863.562256
	Iteration 21Q: 3 clusters Score -1684722 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1684820.625000 Penalty: 2863.562256
	Iteration 22Q: 3 clusters Score -1684821 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1684900.000000 Penalty: 2863.562256
	Iteration 23Q: 3 clusters Score -1684900 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1684971.250000 Penalty: 2863.562256
	Iteration 24Q: 3 clusters Score -1684971 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1685023.125000 Penalty: 2863.562256
	Iteration 25Q: 3 clusters Score -1685023 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1685069.625000 Penalty: 2863.562256
	Iteration 26Q: 3 clusters Score -1685070 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1685138.750000 Penalty: 2863.562256
	Iteration 27Q: 3 clusters Score -1685139 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1685197.750000 Penalty: 2863.562256
	Iteration 28Q: 3 clusters Score -1685198 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1685255.500000 Penalty: 2863.562256
	Iteration 29Q: 3 clusters Score -1685256 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1685317.875000 Penalty: 2863.562256
	Iteration 30Q: 3 clusters Score -1685318 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1685385.125000 Penalty: 2863.562256
	Iteration 31Q: 3 clusters Score -1685385 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1685465.375000 Penalty: 2863.562256
	Iteration 32Q: 3 clusters Score -1685465 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1685547.875000 Penalty: 2863.562256
	Iteration 33Q: 3 clusters Score -1685548 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1685643.625000 Penalty: 2863.562256
	Iteration 34Q: 3 clusters Score -1685644 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1685743.625000 Penalty: 2863.562256
	Iteration 35Q: 3 clusters Score -1685744 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1685863.375000 Penalty: 2863.562256
	Iteration 36Q: 3 clusters Score -1685863 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1685998.250000 Penalty: 2863.562256
	Iteration 37Q: 3 clusters Score -1685998 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1686129.375000 Penalty: 2863.562256
	Iteration 38Q: 3 clusters Score -1686129 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1686277.000000 Penalty: 2863.562256
	Iteration 39Q: 3 clusters Score -1686277 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1686411.125000 Penalty: 2863.562256
	Iteration 40F: 3 clusters Score -1686411 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1686540.375000 Penalty: 2863.562256
	Iteration 41Q: 3 clusters Score -1686540 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1686672.750000 Penalty: 2863.562256
	Iteration 42Q: 3 clusters Score -1686673 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1686798.375000 Penalty: 2863.562256
	Iteration 43Q: 3 clusters Score -1686798 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1686908.250000 Penalty: 2863.562256
	Iteration 44Q: 3 clusters Score -1686908 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1686992.375000 Penalty: 2863.562256
	Iteration 45Q: 3 clusters Score -1686992 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1687083.000000 Penalty: 2863.562256
	Iteration 46Q: 3 clusters Score -1687083 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1687161.375000 Penalty: 2863.562256
	Iteration 47Q: 3 clusters Score -1687161 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1687243.750000 Penalty: 2863.562256
	Iteration 48Q: 3 clusters Score -1687244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1687301.000000 Penalty: 2863.562256
	Iteration 49Q: 3 clusters Score -1687301 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1687356.625000 Penalty: 2863.562256
	Iteration 50Q: 3 clusters Score -1687357 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1687404.375000 Penalty: 2863.562256
	Iteration 51Q: 3 clusters Score -1687404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1687441.250000 Penalty: 2863.562256
	Iteration 52Q: 3 clusters Score -1687441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1687463.750000 Penalty: 2863.562256
	Iteration 53Q: 3 clusters Score -1687464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1687491.500000 Penalty: 2863.562256
	Iteration 54Q: 3 clusters Score -1687492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1687510.250000 Penalty: 2863.562256
	Iteration 55Q: 3 clusters Score -1687510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1687524.250000 Penalty: 2863.562256
	Iteration 56Q: 3 clusters Score -1687524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1687530.875000 Penalty: 2863.562256
	Iteration 57Q: 3 clusters Score -1687531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1687537.125000 Penalty: 2863.562256
	Iteration 58Q: 3 clusters Score -1687537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1687543.625000 Penalty: 2863.562256
	Iteration 59Q: 3 clusters Score -1687544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1687550.750000 Penalty: 2863.562256
	Iteration 60F: 3 clusters Score -1687551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1687558.125000 Penalty: 2863.562256
	Iteration 61Q: 3 clusters Score -1687558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1687564.875000 Penalty: 2863.562256
	Iteration 62Q: 3 clusters Score -1687565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1687570.250000 Penalty: 2863.562256
	Iteration 63Q: 3 clusters Score -1687570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1687579.375000 Penalty: 2863.562256
	Iteration 64Q: 3 clusters Score -1687579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1687585.875000 Penalty: 2863.562256
	Iteration 65Q: 3 clusters Score -1687586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1687588.000000 Penalty: 2863.562256
	Iteration 66Q: 3 clusters Score -1687588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1687591.625000 Penalty: 2863.562256
	Iteration 67Q: 3 clusters Score -1687592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1687595.875000 Penalty: 2863.562256
	Iteration 68Q: 3 clusters Score -1687596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1687603.125000 Penalty: 2863.562256
	Iteration 69Q: 3 clusters Score -1687603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1687610.125000 Penalty: 2863.562256
	Iteration 70Q: 3 clusters Score -1687610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1687613.875000 Penalty: 2863.562256
	Iteration 71Q: 3 clusters Score -1687614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1687616.625000 Penalty: 2863.562256
	Iteration 72Q: 3 clusters Score -1687617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1687620.375000 Penalty: 2863.562256
	Iteration 73Q: 3 clusters Score -1687620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1687623.000000 Penalty: 2863.562256
	Iteration 74Q: 3 clusters Score -1687623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1687624.375000 Penalty: 2863.562256
	Iteration 75Q: 3 clusters Score -1687624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1687623.375000 Penalty: 2863.562256
	Iteration 76Q: 3 clusters Score -1687623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1687625.250000 Penalty: 2863.562256
	Iteration 77Q: 3 clusters Score -1687625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1687634.125000 Penalty: 2863.562256
	Iteration 78Q: 3 clusters Score -1687634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1687634.375000 Penalty: 2863.562256
	Iteration 79Q: 3 clusters Score -1687634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1687637.750000 Penalty: 2863.562256
	Iteration 80F: 3 clusters Score -1687638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1687640.000000 Penalty: 2863.562256
	Iteration 81Q: 3 clusters Score -1687640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1687640.750000 Penalty: 2863.562256
	Iteration 82Q: 3 clusters Score -1687641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1687640.375000 Penalty: 2863.562256
	Iteration 83Q: 3 clusters Score -1687640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1687640.000000 Penalty: 2863.562256
	Iteration 84Q: 3 clusters Score -1687640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1687640.000000 Penalty: 2863.562256
	Iteration 85F: 3 clusters Score -1687640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Entering Unmasked Estep 
Score: -3002437.500000 Penalty: 1517.742432
	Iteration 0F: 2 clusters Score -3002438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2984880.750000 Penalty: 3035.484863
	Iteration 0F: 3 clusters Score -2984881 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2991374.500000 Penalty: 3035.484863
	Iteration 1F: 3 clusters Score -2991374 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2991902.250000 Penalty: 3035.484863
	Iteration 2F: 3 clusters Score -2991902 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2992466.750000 Penalty: 3035.484863
	Iteration 3Q: 3 clusters Score -2992467 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2993027.500000 Penalty: 3035.484863
	Iteration 4F: 3 clusters Score -2993028 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2993634.000000 Penalty: 3035.484863
	Iteration 5Q: 3 clusters Score -2993634 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2994224.250000 Penalty: 3035.484863
	Iteration 6F: 3 clusters Score -2994224 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2994770.250000 Penalty: 3035.484863
	Iteration 7Q: 3 clusters Score -2994770 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2995241.250000 Penalty: 3035.484863
	Iteration 8Q: 3 clusters Score -2995241 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2995638.250000 Penalty: 3035.484863
	Iteration 9Q: 3 clusters Score -2995638 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2995969.500000 Penalty: 3035.484863
	Iteration 10Q: 3 clusters Score -2995970 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2996297.000000 Penalty: 3035.484863
	Iteration 11Q: 3 clusters Score -2996297 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2996660.750000 Penalty: 3035.484863
	Iteration 12Q: 3 clusters Score -2996661 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2997121.250000 Penalty: 3035.484863
	Iteration 13Q: 3 clusters Score -2997121 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2997578.500000 Penalty: 3035.484863
	Iteration 14Q: 3 clusters Score -2997578 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2998100.250000 Penalty: 3035.484863
	Iteration 15Q: 3 clusters Score -2998100 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2998604.000000 Penalty: 3035.484863
	Iteration 16Q: 3 clusters Score -2998604 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2999136.000000 Penalty: 3035.484863
	Iteration 17Q: 3 clusters Score -2999136 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2999630.500000 Penalty: 3035.484863
	Iteration 18Q: 3 clusters Score -2999630 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3000065.000000 Penalty: 3035.484863
	Iteration 19Q: 3 clusters Score -3000065 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3000405.000000 Penalty: 3035.484863
	Iteration 20F: 3 clusters Score -3000405 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3000663.250000 Penalty: 3035.484863
	Iteration 21Q: 3 clusters Score -3000663 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3000818.500000 Penalty: 3035.484863
	Iteration 22Q: 3 clusters Score -3000818 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3000936.250000 Penalty: 3035.484863
	Iteration 23Q: 3 clusters Score -3000936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3001008.750000 Penalty: 3035.484863
	Iteration 24Q: 3 clusters Score -3001009 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3001066.250000 Penalty: 3035.484863
	Iteration 25Q: 3 clusters Score -3001066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3001115.000000 Penalty: 3035.484863
	Iteration 26Q: 3 clusters Score -3001115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3001146.500000 Penalty: 3035.484863
	Iteration 27Q: 3 clusters Score -3001146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3001177.250000 Penalty: 3035.484863
	Iteration 28Q: 3 clusters Score -3001177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3001201.500000 Penalty: 3035.484863
	Iteration 29Q: 3 clusters Score -3001202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3001215.000000 Penalty: 3035.484863
	Iteration 30Q: 3 clusters Score -3001215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3001230.250000 Penalty: 3035.484863
	Iteration 31Q: 3 clusters Score -3001230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3001243.000000 Penalty: 3035.484863
	Iteration 32Q: 3 clusters Score -3001243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3001248.000000 Penalty: 3035.484863
	Iteration 33Q: 3 clusters Score -3001248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3001251.750000 Penalty: 3035.484863
	Iteration 34Q: 3 clusters Score -3001252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3001253.500000 Penalty: 3035.484863
	Iteration 35Q: 3 clusters Score -3001254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3001260.750000 Penalty: 3035.484863
	Iteration 36Q: 3 clusters Score -3001261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3001259.500000 Penalty: 3035.484863
	Iteration 37Q: 3 clusters Score -3001260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3001261.500000 Penalty: 3035.484863
	Iteration 38Q: 3 clusters Score -3001262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3001262.250000 Penalty: 3035.484863
	Iteration 39Q: 3 clusters Score -3001262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3001259.250000 Penalty: 3035.484863
	Iteration 40F: 3 clusters Score -3001259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19663 members 
Mstep: Class 6 contains 92388 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11073 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29831 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 56283 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37556 members 
Mstep: Class 27 contains 6033 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958104.000000 Penalty: 60297.722656
Iteration 359Q: 31 clusters Score -7.89581e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19662 members 
Mstep: Class 6 contains 92384 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11079 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29831 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4060 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1115 members 
Mstep: Class 23 contains 56285 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37556 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958144.000000 Penalty: 60297.722656
Iteration 360F: 31 clusters Score -7.895814e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19660 members 
Mstep: Class 6 contains 92382 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11082 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27933 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29830 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4071 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1115 members 
Mstep: Class 23 contains 56285 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37558 members 
Mstep: Class 27 contains 6013 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958200.000000 Penalty: 60297.722656
Iteration 361Q: 31 clusters Score -7.89582e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19661 members 
Mstep: Class 6 contains 92379 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11083 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49726 members 
Mstep: Class 14 contains 29833 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4076 members 
Mstep: Class 19 contains 38135 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1115 members 
Mstep: Class 23 contains 56282 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37558 members 
Mstep: Class 27 contains 6006 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958152.000000 Penalty: 60297.722656
Iteration 362Q: 31 clusters Score -7.895815e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19660 members 
Mstep: Class 6 contains 92381 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11084 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49727 members 
Mstep: Class 14 contains 29835 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4079 members 
Mstep: Class 19 contains 38134 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1120 members 
Mstep: Class 23 contains 56283 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37558 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958112.000000 Penalty: 60297.722656
Iteration 363Q: 31 clusters Score -7.895811e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19660 members 
Mstep: Class 6 contains 92380 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11088 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49727 members 
Mstep: Class 14 contains 29838 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 38131 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 56274 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37558 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958160.000000 Penalty: 60297.722656
Iteration 364Q: 31 clusters Score -7.895816e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2498 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19660 members 
Mstep: Class 6 contains 92378 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11094 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49727 members 
Mstep: Class 14 contains 29844 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4098 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 56259 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37558 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958120.000000 Penalty: 60297.722656
Iteration 365Q: 31 clusters Score -7.895812e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19660 members 
Mstep: Class 6 contains 92379 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11099 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49727 members 
Mstep: Class 14 contains 29845 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 38128 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1108 members 
Mstep: Class 23 contains 56251 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37558 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958152.000000 Penalty: 60297.722656
Iteration 366Q: 31 clusters Score -7.895815e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19660 members 
Mstep: Class 6 contains 92377 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11104 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49727 members 
Mstep: Class 14 contains 29847 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 56246 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37558 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958232.000000 Penalty: 60297.722656
Iteration 367Q: 31 clusters Score -7.895823e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65411 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26486 members 
Mstep: Class 5 contains 19658 members 
Mstep: Class 6 contains 92374 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11111 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49727 members 
Mstep: Class 14 contains 29848 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1105 members 
Mstep: Class 23 contains 56238 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37560 members 
Mstep: Class 27 contains 5986 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958248.000000 Penalty: 60297.722656
Iteration 368Q: 31 clusters Score -7.895825e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26487 members 
Mstep: Class 5 contains 19655 members 
Mstep: Class 6 contains 92372 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11116 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49727 members 
Mstep: Class 14 contains 29843 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 38129 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 56227 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37563 members 
Mstep: Class 27 contains 5986 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958176.000000 Penalty: 60297.722656
Iteration 369Q: 31 clusters Score -7.895818e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19656 members 
Mstep: Class 6 contains 92369 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11120 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49727 members 
Mstep: Class 14 contains 29842 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4139 members 
Mstep: Class 19 contains 38128 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40227 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 56220 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37563 members 
Mstep: Class 27 contains 5985 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958240.000000 Penalty: 60297.722656
Iteration 370Q: 31 clusters Score -7.895824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19651 members 
Mstep: Class 6 contains 92368 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11121 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29843 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1102 members 
Mstep: Class 23 contains 56220 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37563 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958248.000000 Penalty: 60297.722656
Iteration 371Q: 31 clusters Score -7.895825e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19650 members 
Mstep: Class 6 contains 92365 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11121 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49729 members 
Mstep: Class 14 contains 29842 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4147 members 
Mstep: Class 19 contains 38127 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 56220 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37563 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958256.000000 Penalty: 60297.722656
Iteration 372Q: 31 clusters Score -7.895826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19649 members 
Mstep: Class 6 contains 92360 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11122 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49729 members 
Mstep: Class 14 contains 29841 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4153 members 
Mstep: Class 19 contains 38126 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1102 members 
Mstep: Class 23 contains 56216 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37564 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958256.000000 Penalty: 60297.722656
Iteration 373Q: 31 clusters Score -7.895826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19650 members 
Mstep: Class 6 contains 92352 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11119 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49729 members 
Mstep: Class 14 contains 29838 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4159 members 
Mstep: Class 19 contains 38125 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1103 members 
Mstep: Class 23 contains 56215 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37566 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958232.000000 Penalty: 60297.722656
Iteration 374Q: 31 clusters Score -7.895823e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19650 members 
Mstep: Class 6 contains 92344 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11118 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49729 members 
Mstep: Class 14 contains 29840 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4166 members 
Mstep: Class 19 contains 38123 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 56209 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37568 members 
Mstep: Class 27 contains 5997 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958200.000000 Penalty: 60297.722656
Iteration 375Q: 31 clusters Score -7.89582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19649 members 
Mstep: Class 6 contains 92338 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11117 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49729 members 
Mstep: Class 14 contains 29843 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4166 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1105 members 
Mstep: Class 23 contains 56212 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37569 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958224.000000 Penalty: 60297.722656
Iteration 376Q: 31 clusters Score -7.895822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19647 members 
Mstep: Class 6 contains 92336 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49729 members 
Mstep: Class 14 contains 29844 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4169 members 
Mstep: Class 19 contains 38123 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56215 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37570 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958256.000000 Penalty: 60297.722656
Iteration 377Q: 31 clusters Score -7.895826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19647 members 
Mstep: Class 6 contains 92333 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11113 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29841 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4169 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56221 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37573 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958272.000000 Penalty: 60297.722656
Iteration 378Q: 31 clusters Score -7.895827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19647 members 
Mstep: Class 6 contains 92328 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11113 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29841 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4169 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56223 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37574 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958264.000000 Penalty: 60297.722656
Iteration 379Q: 31 clusters Score -7.895826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19647 members 
Mstep: Class 6 contains 92327 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29839 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4169 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56223 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37574 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958264.000000 Penalty: 60297.722656
Iteration 380F: 31 clusters Score -7.895826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19647 members 
Mstep: Class 6 contains 92324 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29838 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4169 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56225 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37576 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958248.000000 Penalty: 60297.722656
Iteration 381Q: 31 clusters Score -7.895825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19647 members 
Mstep: Class 6 contains 92323 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29837 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56227 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37577 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958256.000000 Penalty: 60297.722656
Iteration 382Q: 31 clusters Score -7.895826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19647 members 
Mstep: Class 6 contains 92320 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29838 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56229 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37577 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958224.000000 Penalty: 60297.722656
Iteration 383Q: 31 clusters Score -7.895822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19647 members 
Mstep: Class 6 contains 92318 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29839 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56230 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37577 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958256.000000 Penalty: 60297.722656
Iteration 384Q: 31 clusters Score -7.895826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19647 members 
Mstep: Class 6 contains 92315 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29842 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56230 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37577 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958240.000000 Penalty: 60297.722656
Iteration 385Q: 31 clusters Score -7.895824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19647 members 
Mstep: Class 6 contains 92313 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29843 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56230 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37577 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958248.000000 Penalty: 60297.722656
Iteration 386Q: 31 clusters Score -7.895825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19646 members 
Mstep: Class 6 contains 92314 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29843 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56230 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37577 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958248.000000 Penalty: 60297.722656
Iteration 387Q: 31 clusters Score -7.895825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 26488 members 
Mstep: Class 5 contains 19646 members 
Mstep: Class 6 contains 92314 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 40750 members 
Mstep: Class 9 contains 11114 members 
Mstep: Class 10 contains 17871 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 27934 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 29843 members 
Mstep: Class 15 contains 23474 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 15003 members 
Mstep: Class 18 contains 4168 members 
Mstep: Class 19 contains 38122 members 
Mstep: Class 20 contains 1162 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 56230 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 22053 members 
Mstep: Class 26 contains 37577 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 15096 members 
Mstep: Class 30 contains 26912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -78958248.000000 Penalty: 60297.722656
Iteration 388F: 31 clusters Score -7.895825e+07 nChanged 0
Entering ConstructFrom: 
Score: -78958248.000000 Penalty: 60297.722656
Entering ConstructFrom: 
Trying to split cluster 1 (65412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Entering Unmasked Estep 
Score: -7163523.000000 Penalty: 1649.963013
	Iteration 0F: 2 clusters Score -7163523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -7120659.000000 Penalty: 3299.926025
	Iteration 0F: 3 clusters Score -7120659 nChanged 30512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -7137930.000000 Penalty: 3299.926025
	Iteration 1F: 3 clusters Score -7137930 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -7138666.000000 Penalty: 3299.926025
	Iteration 2Q: 3 clusters Score -7138666 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -7139728.500000 Penalty: 3299.926025
	Iteration 3Q: 3 clusters Score -7139728 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -7141353.500000 Penalty: 3299.926025
	Iteration 4F: 3 clusters Score -7141354 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -7143864.000000 Penalty: 3299.926025
	Iteration 5F: 3 clusters Score -7143864 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -7147560.000000 Penalty: 3299.926025
	Iteration 6F: 3 clusters Score -7147560 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -7152171.500000 Penalty: 3299.926025
	Iteration 7F: 3 clusters Score -7152172 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -7156695.000000 Penalty: 3299.926025
	Iteration 8F: 3 clusters Score -7156695 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7159630.000000 Penalty: 3299.926025
	Iteration 9Q: 3 clusters Score -7159630 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7161130.500000 Penalty: 3299.926025
	Iteration 10Q: 3 clusters Score -7161130 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7161754.000000 Penalty: 3299.926025
	Iteration 11Q: 3 clusters Score -7161754 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7162007.000000 Penalty: 3299.926025
	Iteration 12Q: 3 clusters Score -7162007 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7162125.000000 Penalty: 3299.926025
	Iteration 13Q: 3 clusters Score -7162125 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7162198.000000 Penalty: 3299.926025
	Iteration 14Q: 3 clusters Score -7162198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7162237.500000 Penalty: 3299.926025
	Iteration 15Q: 3 clusters Score -7162238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7162271.500000 Penalty: 3299.926025
	Iteration 16Q: 3 clusters Score -7162272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7162292.000000 Penalty: 3299.926025
	Iteration 17Q: 3 clusters Score -7162292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7162291.500000 Penalty: 3299.926025
	Iteration 18Q: 3 clusters Score -7162292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7162292.500000 Penalty: 3299.926025
	Iteration 19Q: 3 clusters Score -7162292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7162291.000000 Penalty: 3299.926025
	Iteration 20F: 3 clusters Score -7162291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7162302.000000 Penalty: 3299.926025
	Iteration 21Q: 3 clusters Score -7162302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7162309.500000 Penalty: 3299.926025
	Iteration 22Q: 3 clusters Score -7162310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7162305.000000 Penalty: 3299.926025
	Iteration 23Q: 3 clusters Score -7162305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7162317.500000 Penalty: 3299.926025
	Iteration 24Q: 3 clusters Score -7162318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7162321.500000 Penalty: 3299.926025
	Iteration 25Q: 3 clusters Score -7162322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7162325.500000 Penalty: 3299.926025
	Iteration 26Q: 3 clusters Score -7162326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7162330.000000 Penalty: 3299.926025
	Iteration 27Q: 3 clusters Score -7162330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7162325.000000 Penalty: 3299.926025
	Iteration 28Q: 3 clusters Score -7162325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7162334.500000 Penalty: 3299.926025
	Iteration 29Q: 3 clusters Score -7162334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7162343.000000 Penalty: 3299.926025
	Iteration 30Q: 3 clusters Score -7162343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7162346.500000 Penalty: 3299.926025
	Iteration 31Q: 3 clusters Score -7162346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7162345.500000 Penalty: 3299.926025
	Iteration 32Q: 3 clusters Score -7162346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7162353.000000 Penalty: 3299.926025
	Iteration 33Q: 3 clusters Score -7162353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7162363.000000 Penalty: 3299.926025
	Iteration 34Q: 3 clusters Score -7162363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7162363.000000 Penalty: 3299.926025
	Iteration 35Q: 3 clusters Score -7162363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7162360.500000 Penalty: 3299.926025
	Iteration 36Q: 3 clusters Score -7162360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7162360.500000 Penalty: 3299.926025
	Iteration 37F: 3 clusters Score -7162360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -262983.687500 Penalty: 1163.920166
	Iteration 0F: 2 clusters Score -262983.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260836.218750 Penalty: 2327.840332
	Iteration 0F: 3 clusters Score -260836.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -261386.640625 Penalty: 2327.840332
	Iteration 1F: 3 clusters Score -261386.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -261564.562500 Penalty: 2327.840332
	Iteration 2F: 3 clusters Score -261564.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -261703.640625 Penalty: 2327.840332
	Iteration 3F: 3 clusters Score -261703.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -261841.968750 Penalty: 2327.840332
	Iteration 4Q: 3 clusters Score -261842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -261963.468750 Penalty: 2327.840332
	Iteration 5Q: 3 clusters Score -261963.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -262048.140625 Penalty: 2327.840332
	Iteration 6Q: 3 clusters Score -262048.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -262115.765625 Penalty: 2327.840332
	Iteration 7Q: 3 clusters Score -262115.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -262174.875000 Penalty: 2327.840332
	Iteration 8Q: 3 clusters Score -262174.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -262218.218750 Penalty: 2327.840332
	Iteration 9Q: 3 clusters Score -262218.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -262265.593750 Penalty: 2327.840332
	Iteration 10Q: 3 clusters Score -262265.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -262308.937500 Penalty: 2327.840332
	Iteration 11Q: 3 clusters Score -262308.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -262352.343750 Penalty: 2327.840332
	Iteration 12Q: 3 clusters Score -262352.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -262392.656250 Penalty: 2327.840332
	Iteration 13Q: 3 clusters Score -262392.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -262424.187500 Penalty: 2327.840332
	Iteration 14Q: 3 clusters Score -262424.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -262454.687500 Penalty: 2327.840332
	Iteration 15Q: 3 clusters Score -262454.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -262479.406250 Penalty: 2327.840332
	Iteration 16Q: 3 clusters Score -262479.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -262500.656250 Penalty: 2327.840332
	Iteration 17Q: 3 clusters Score -262500.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -262524.125000 Penalty: 2327.840332
	Iteration 18Q: 3 clusters Score -262524.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -262542.312500 Penalty: 2327.840332
	Iteration 19Q: 3 clusters Score -262542.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -262555.062500 Penalty: 2327.840332
	Iteration 20F: 3 clusters Score -262555.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -262565.156250 Penalty: 2327.840332
	Iteration 21Q: 3 clusters Score -262565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -262573.281250 Penalty: 2327.840332
	Iteration 22Q: 3 clusters Score -262573.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -262577.687500 Penalty: 2327.840332
	Iteration 23Q: 3 clusters Score -262577.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -262583.625000 Penalty: 2327.840332
	Iteration 24Q: 3 clusters Score -262583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -262588.562500 Penalty: 2327.840332
	Iteration 25Q: 3 clusters Score -262588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -262594.062500 Penalty: 2327.840332
	Iteration 26Q: 3 clusters Score -262594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -262598.843750 Penalty: 2327.840332
	Iteration 27Q: 3 clusters Score -262598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -262605.437500 Penalty: 2327.840332
	Iteration 28Q: 3 clusters Score -262605.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -262610.375000 Penalty: 2327.840332
	Iteration 29Q: 3 clusters Score -262610.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -262617.812500 Penalty: 2327.840332
	Iteration 30Q: 3 clusters Score -262617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -262624.406250 Penalty: 2327.840332
	Iteration 31Q: 3 clusters Score -262624.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -262629.875000 Penalty: 2327.840332
	Iteration 32Q: 3 clusters Score -262629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -262634.375000 Penalty: 2327.840332
	Iteration 33Q: 3 clusters Score -262634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -262636.906250 Penalty: 2327.840332
	Iteration 34Q: 3 clusters Score -262636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -262637.375000 Penalty: 2327.840332
	Iteration 35Q: 3 clusters Score -262637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -262639.312500 Penalty: 2327.840332
	Iteration 36Q: 3 clusters Score -262639.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -262640.781250 Penalty: 2327.840332
	Iteration 37Q: 3 clusters Score -262640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -262642.156250 Penalty: 2327.840332
	Iteration 38Q: 3 clusters Score -262642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -262644.000000 Penalty: 2327.840332
	Iteration 39Q: 3 clusters Score -262644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -262645.531250 Penalty: 2327.840332
	Iteration 40F: 3 clusters Score -262645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -262646.000000 Penalty: 2327.840332
	Iteration 41Q: 3 clusters Score -262646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -262647.406250 Penalty: 2327.840332
	Iteration 42Q: 3 clusters Score -262647.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -262648.375000 Penalty: 2327.840332
	Iteration 43Q: 3 clusters Score -262648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -262648.781250 Penalty: 2327.840332
	Iteration 44Q: 3 clusters Score -262648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -262651.187500 Penalty: 2327.840332
	Iteration 45Q: 3 clusters Score -262651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -262652.687500 Penalty: 2327.840332
	Iteration 46Q: 3 clusters Score -262652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -262652.687500 Penalty: 2327.840332
	Iteration 47F: 3 clusters Score -262652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -158523.125000 Penalty: 1087.511230
	Iteration 0F: 2 clusters Score -158523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -156958.218750 Penalty: 2175.022461
	Iteration 0F: 3 clusters Score -156958.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -157325.140625 Penalty: 2175.022461
	Iteration 1F: 3 clusters Score -157325.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -157429.140625 Penalty: 2175.022461
	Iteration 2F: 3 clusters Score -157429.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -157489.484375 Penalty: 2175.022461
	Iteration 3Q: 3 clusters Score -157489.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -157531.671875 Penalty: 2175.022461
	Iteration 4Q: 3 clusters Score -157531.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -157568.343750 Penalty: 2175.022461
	Iteration 5Q: 3 clusters Score -157568.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -157590.906250 Penalty: 2175.022461
	Iteration 6Q: 3 clusters Score -157590.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -157604.265625 Penalty: 2175.022461
	Iteration 7Q: 3 clusters Score -157604.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -157617.890625 Penalty: 2175.022461
	Iteration 8Q: 3 clusters Score -157617.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157627.390625 Penalty: 2175.022461
	Iteration 9Q: 3 clusters Score -157627.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -157632.546875 Penalty: 2175.022461
	Iteration 10Q: 3 clusters Score -157632.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157637.328125 Penalty: 2175.022461
	Iteration 11Q: 3 clusters Score -157637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157642.203125 Penalty: 2175.022461
	Iteration 12Q: 3 clusters Score -157642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157648.687500 Penalty: 2175.022461
	Iteration 13Q: 3 clusters Score -157648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157651.734375 Penalty: 2175.022461
	Iteration 14Q: 3 clusters Score -157651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157652.343750 Penalty: 2175.022461
	Iteration 15Q: 3 clusters Score -157652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157652.343750 Penalty: 2175.022461
	Iteration 16F: 3 clusters Score -157652.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Entering Unmasked Estep 
Score: -2952351.000000 Penalty: 1515.445801
	Iteration 0F: 2 clusters Score -2952351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2935050.750000 Penalty: 3030.891602
	Iteration 0F: 3 clusters Score -2935051 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2941672.500000 Penalty: 3030.891602
	Iteration 1F: 3 clusters Score -2941672 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2942231.500000 Penalty: 3030.891602
	Iteration 2F: 3 clusters Score -2942232 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2942758.500000 Penalty: 3030.891602
	Iteration 3F: 3 clusters Score -2942758 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2943300.500000 Penalty: 3030.891602
	Iteration 4Q: 3 clusters Score -2943300 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2944003.500000 Penalty: 3030.891602
	Iteration 5F: 3 clusters Score -2944004 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2945023.500000 Penalty: 3030.891602
	Iteration 6F: 3 clusters Score -2945024 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2946344.750000 Penalty: 3030.891602
	Iteration 7F: 3 clusters Score -2946345 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2947790.500000 Penalty: 3030.891602
	Iteration 8F: 3 clusters Score -2947790 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2949032.750000 Penalty: 3030.891602
	Iteration 9F: 3 clusters Score -2949033 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2950003.500000 Penalty: 3030.891602
	Iteration 10Q: 3 clusters Score -2950004 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2950569.250000 Penalty: 3030.891602
	Iteration 11Q: 3 clusters Score -2950569 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -2950944.000000 Penalty: 3030.891602
	Iteration 12Q: 3 clusters Score -2950944 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -2951153.000000 Penalty: 3030.891602
	Iteration 13Q: 3 clusters Score -2951153 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -2951279.750000 Penalty: 3030.891602
	Iteration 14Q: 3 clusters Score -2951280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -2951364.750000 Penalty: 3030.891602
	Iteration 15Q: 3 clusters Score -2951365 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -2951410.750000 Penalty: 3030.891602
	Iteration 16Q: 3 clusters Score -2951411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2951453.250000 Penalty: 3030.891602
	Iteration 17Q: 3 clusters Score -2951453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -2951493.750000 Penalty: 3030.891602
	Iteration 18Q: 3 clusters Score -2951494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -2951521.250000 Penalty: 3030.891602
	Iteration 19Q: 3 clusters Score -2951521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -2951545.250000 Penalty: 3030.891602
	Iteration 20F: 3 clusters Score -2951545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2951568.500000 Penalty: 3030.891602
	Iteration 21Q: 3 clusters Score -2951568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -2951592.000000 Penalty: 3030.891602
	Iteration 22Q: 3 clusters Score -2951592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -2951588.750000 Penalty: 3030.891602
	Iteration 23Q: 3 clusters Score -2951589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -2951596.500000 Penalty: 3030.891602
	Iteration 24Q: 3 clusters Score -2951596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -2951605.000000 Penalty: 3030.891602
	Iteration 25Q: 3 clusters Score -2951605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2951607.750000 Penalty: 3030.891602
	Iteration 26Q: 3 clusters Score -2951608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2951612.000000 Penalty: 3030.891602
	Iteration 27Q: 3 clusters Score -2951612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -2951616.750000 Penalty: 3030.891602
	Iteration 28Q: 3 clusters Score -2951617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2951620.000000 Penalty: 3030.891602
	Iteration 29Q: 3 clusters Score -2951620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2951621.750000 Penalty: 3030.891602
	Iteration 30Q: 3 clusters Score -2951622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2951620.500000 Penalty: 3030.891602
	Iteration 31Q: 3 clusters Score -2951620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2951620.500000 Penalty: 3030.891602
	Iteration 32F: 3 clusters Score -2951620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Entering Unmasked Estep 
Score: -1981908.625000 Penalty: 1470.981567
	Iteration 0F: 2 clusters Score -1981909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1969094.000000 Penalty: 2941.963135
	Iteration 0F: 3 clusters Score -1969094 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1973747.875000 Penalty: 2941.963135
	Iteration 1F: 3 clusters Score -1973748 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1974082.250000 Penalty: 2941.963135
	Iteration 2Q: 3 clusters Score -1974082 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1974314.000000 Penalty: 2941.963135
	Iteration 3Q: 3 clusters Score -1974314 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1974505.250000 Penalty: 2941.963135
	Iteration 4Q: 3 clusters Score -1974505 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1974675.750000 Penalty: 2941.963135
	Iteration 5Q: 3 clusters Score -1974676 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1974819.125000 Penalty: 2941.963135
	Iteration 6Q: 3 clusters Score -1974819 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1974937.250000 Penalty: 2941.963135
	Iteration 7Q: 3 clusters Score -1974937 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1975065.375000 Penalty: 2941.963135
	Iteration 8Q: 3 clusters Score -1975065 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1975209.000000 Penalty: 2941.963135
	Iteration 9Q: 3 clusters Score -1975209 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1975392.250000 Penalty: 2941.963135
	Iteration 10Q: 3 clusters Score -1975392 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1975615.625000 Penalty: 2941.963135
	Iteration 11Q: 3 clusters Score -1975616 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1975924.375000 Penalty: 2941.963135
	Iteration 12Q: 3 clusters Score -1975924 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1976386.250000 Penalty: 2941.963135
	Iteration 13Q: 3 clusters Score -1976386 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1977018.000000 Penalty: 2941.963135
	Iteration 14F: 3 clusters Score -1977018 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1977757.875000 Penalty: 2941.963135
	Iteration 15F: 3 clusters Score -1977758 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1978608.500000 Penalty: 2941.963135
	Iteration 16F: 3 clusters Score -1978608 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1979391.125000 Penalty: 2941.963135
	Iteration 17Q: 3 clusters Score -1979391 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1980021.875000 Penalty: 2941.963135
	Iteration 18Q: 3 clusters Score -1980022 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1980424.250000 Penalty: 2941.963135
	Iteration 19Q: 3 clusters Score -1980424 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -1980660.125000 Penalty: 2941.963135
	Iteration 20F: 3 clusters Score -1980660 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1980822.375000 Penalty: 2941.963135
	Iteration 21Q: 3 clusters Score -1980822 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1980908.500000 Penalty: 2941.963135
	Iteration 22Q: 3 clusters Score -1980908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -1980968.375000 Penalty: 2941.963135
	Iteration 23Q: 3 clusters Score -1980968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1980995.250000 Penalty: 2941.963135
	Iteration 24Q: 3 clusters Score -1980995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -1981021.250000 Penalty: 2941.963135
	Iteration 25Q: 3 clusters Score -1981021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1981035.750000 Penalty: 2941.963135
	Iteration 26Q: 3 clusters Score -1981036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1981039.125000 Penalty: 2941.963135
	Iteration 27Q: 3 clusters Score -1981039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -1981038.125000 Penalty: 2941.963135
	Iteration 28Q: 3 clusters Score -1981038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1981040.375000 Penalty: 2941.963135
	Iteration 29Q: 3 clusters Score -1981040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1981039.750000 Penalty: 2941.963135
	Iteration 30Q: 3 clusters Score -1981040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1981040.500000 Penalty: 2941.963135
	Iteration 31Q: 3 clusters Score -1981040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1981040.500000 Penalty: 2941.963135
	Iteration 32F: 3 clusters Score -1981040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Entering Unmasked Estep 
Score: -10212081.000000 Penalty: 1701.223145
	Iteration 0F: 2 clusters Score -1.021208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -10151752.000000 Penalty: 3402.446289
	Iteration 0F: 3 clusters Score -1.015175e+07 nChanged 43622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -10176633.000000 Penalty: 3402.446289
	Iteration 1F: 3 clusters Score -1.017663e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -10178085.000000 Penalty: 3402.446289
	Iteration 2Q: 3 clusters Score -1.017808e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -10179933.000000 Penalty: 3402.446289
	Iteration 3Q: 3 clusters Score -1.017993e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -10182249.000000 Penalty: 3402.446289
	Iteration 4F: 3 clusters Score -1.018225e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -10184724.000000 Penalty: 3402.446289
	Iteration 5F: 3 clusters Score -1.018472e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -10186975.000000 Penalty: 3402.446289
	Iteration 6F: 3 clusters Score -1.018698e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -10188996.000000 Penalty: 3402.446289
	Iteration 7F: 3 clusters Score -1.0189e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -10190505.000000 Penalty: 3402.446289
	Iteration 8Q: 3 clusters Score -1.01905e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -10191362.000000 Penalty: 3402.446289
	Iteration 9Q: 3 clusters Score -1.019136e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -10192097.000000 Penalty: 3402.446289
	Iteration 10Q: 3 clusters Score -1.01921e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -10192652.000000 Penalty: 3402.446289
	Iteration 11Q: 3 clusters Score -1.019265e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -10193088.000000 Penalty: 3402.446289
	Iteration 12Q: 3 clusters Score -1.019309e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -10193452.000000 Penalty: 3402.446289
	Iteration 13Q: 3 clusters Score -1.019345e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -10193827.000000 Penalty: 3402.446289
	Iteration 14Q: 3 clusters Score -1.019383e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -10194268.000000 Penalty: 3402.446289
	Iteration 15Q: 3 clusters Score -1.019427e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -10194917.000000 Penalty: 3402.446289
	Iteration 16Q: 3 clusters Score -1.019492e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -10195821.000000 Penalty: 3402.446289
	Iteration 17Q: 3 clusters Score -1.019582e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -10196917.000000 Penalty: 3402.446289
	Iteration 18Q: 3 clusters Score -1.019692e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -10198220.000000 Penalty: 3402.446289
	Iteration 19Q: 3 clusters Score -1.019822e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -10199775.000000 Penalty: 3402.446289
	Iteration 20F: 3 clusters Score -1.019978e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -10201513.000000 Penalty: 3402.446289
	Iteration 21Q: 3 clusters Score -1.020151e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -10203230.000000 Penalty: 3402.446289
	Iteration 22Q: 3 clusters Score -1.020323e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -10205049.000000 Penalty: 3402.446289
	Iteration 23Q: 3 clusters Score -1.020505e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -10206539.000000 Penalty: 3402.446289
	Iteration 24Q: 3 clusters Score -1.020654e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -10207749.000000 Penalty: 3402.446289
	Iteration 25Q: 3 clusters Score -1.020775e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -10208727.000000 Penalty: 3402.446289
	Iteration 26Q: 3 clusters Score -1.020873e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -10209460.000000 Penalty: 3402.446289
	Iteration 27Q: 3 clusters Score -1.020946e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -10209965.000000 Penalty: 3402.446289
	Iteration 28Q: 3 clusters Score -1.020996e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10210248.000000 Penalty: 3402.446289
	Iteration 29Q: 3 clusters Score -1.021025e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -10210475.000000 Penalty: 3402.446289
	Iteration 30Q: 3 clusters Score -1.021048e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10210619.000000 Penalty: 3402.446289
	Iteration 31Q: 3 clusters Score -1.021062e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10210721.000000 Penalty: 3402.446289
	Iteration 32Q: 3 clusters Score -1.021072e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -10210780.000000 Penalty: 3402.446289
	Iteration 33Q: 3 clusters Score -1.021078e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -10210836.000000 Penalty: 3402.446289
	Iteration 34Q: 3 clusters Score -1.021084e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10210847.000000 Penalty: 3402.446289
	Iteration 35Q: 3 clusters Score -1.021085e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10210917.000000 Penalty: 3402.446289
	Iteration 36Q: 3 clusters Score -1.021092e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90965 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10210939.000000 Penalty: 3402.446289
	Iteration 37Q: 3 clusters Score -1.021094e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -10210958.000000 Penalty: 3402.446289
	Iteration 38Q: 3 clusters Score -1.021096e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10210975.000000 Penalty: 3402.446289
	Iteration 39Q: 3 clusters Score -1.021098e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10210974.000000 Penalty: 3402.446289
	Iteration 40F: 3 clusters Score -1.021097e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10210998.000000 Penalty: 3402.446289
	Iteration 41Q: 3 clusters Score -1.0211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -10211009.000000 Penalty: 3402.446289
	Iteration 42Q: 3 clusters Score -1.021101e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -10211022.000000 Penalty: 3402.446289
	Iteration 43Q: 3 clusters Score -1.021102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10211033.000000 Penalty: 3402.446289
	Iteration 44Q: 3 clusters Score -1.021103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10211049.000000 Penalty: 3402.446289
	Iteration 45Q: 3 clusters Score -1.021105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -10211063.000000 Penalty: 3402.446289
	Iteration 46Q: 3 clusters Score -1.021106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10211055.000000 Penalty: 3402.446289
	Iteration 47Q: 3 clusters Score -1.021106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91170 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10211063.000000 Penalty: 3402.446289
	Iteration 48Q: 3 clusters Score -1.021106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91172 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10211063.000000 Penalty: 3402.446289
	Iteration 49Q: 3 clusters Score -1.021106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91176 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10211065.000000 Penalty: 3402.446289
	Iteration 50Q: 3 clusters Score -1.021106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10211067.000000 Penalty: 3402.446289
	Iteration 51Q: 3 clusters Score -1.021107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10211072.000000 Penalty: 3402.446289
	Iteration 52Q: 3 clusters Score -1.021107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10211072.000000 Penalty: 3402.446289
	Iteration 53Q: 3 clusters Score -1.021107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10211074.000000 Penalty: 3402.446289
	Iteration 54Q: 3 clusters Score -1.021107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -10211074.000000 Penalty: 3402.446289
	Iteration 55Q: 3 clusters Score -1.021107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10211075.000000 Penalty: 3402.446289
	Iteration 56Q: 3 clusters Score -1.021108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91186 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10211073.000000 Penalty: 3402.446289
	Iteration 57Q: 3 clusters Score -1.021107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10211071.000000 Penalty: 3402.446289
	Iteration 58Q: 3 clusters Score -1.021107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10211070.000000 Penalty: 3402.446289
	Iteration 59Q: 3 clusters Score -1.021107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10211073.000000 Penalty: 3402.446289
	Iteration 60F: 3 clusters Score -1.021107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91196 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10211073.000000 Penalty: 3402.446289
	Iteration 61Q: 3 clusters Score -1.021107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91200 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10211067.000000 Penalty: 3402.446289
	Iteration 62Q: 3 clusters Score -1.021107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -10211069.000000 Penalty: 3402.446289
	Iteration 63Q: 3 clusters Score -1.021107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10211081.000000 Penalty: 3402.446289
	Iteration 64Q: 3 clusters Score -1.021108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10211077.000000 Penalty: 3402.446289
	Iteration 65Q: 3 clusters Score -1.021108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10211078.000000 Penalty: 3402.446289
	Iteration 66Q: 3 clusters Score -1.021108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91225 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10211076.000000 Penalty: 3402.446289
	Iteration 67Q: 3 clusters Score -1.021108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91227 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10211083.000000 Penalty: 3402.446289
	Iteration 68Q: 3 clusters Score -1.021108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91231 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10211086.000000 Penalty: 3402.446289
	Iteration 69Q: 3 clusters Score -1.021109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10211093.000000 Penalty: 3402.446289
	Iteration 70Q: 3 clusters Score -1.021109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -10211091.000000 Penalty: 3402.446289
	Iteration 71Q: 3 clusters Score -1.021109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10211097.000000 Penalty: 3402.446289
	Iteration 72Q: 3 clusters Score -1.02111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10211092.000000 Penalty: 3402.446289
	Iteration 73Q: 3 clusters Score -1.021109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10211104.000000 Penalty: 3402.446289
	Iteration 74Q: 3 clusters Score -1.02111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10211101.000000 Penalty: 3402.446289
	Iteration 75Q: 3 clusters Score -1.02111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10211092.000000 Penalty: 3402.446289
	Iteration 76Q: 3 clusters Score -1.021109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10211092.000000 Penalty: 3402.446289
	Iteration 77F: 3 clusters Score -1.021109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Entering Unmasked Estep 
Score: -2124423.750000 Penalty: 1466.045654
	Iteration 0F: 2 clusters Score -2124424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2111925.250000 Penalty: 2932.091309
	Iteration 0F: 3 clusters Score -2111925 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2116481.000000 Penalty: 2932.091309
	Iteration 1F: 3 clusters Score -2116481 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2117012.500000 Penalty: 2932.091309
	Iteration 2F: 3 clusters Score -2117012 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2117649.000000 Penalty: 2932.091309
	Iteration 3F: 3 clusters Score -2117649 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2118462.000000 Penalty: 2932.091309
	Iteration 4F: 3 clusters Score -2118462 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2119335.000000 Penalty: 2932.091309
	Iteration 5F: 3 clusters Score -2119335 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2120175.250000 Penalty: 2932.091309
	Iteration 6F: 3 clusters Score -2120175 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2120922.500000 Penalty: 2932.091309
	Iteration 7F: 3 clusters Score -2120922 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2121539.750000 Penalty: 2932.091309
	Iteration 8Q: 3 clusters Score -2121540 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2122035.500000 Penalty: 2932.091309
	Iteration 9Q: 3 clusters Score -2122036 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2122405.500000 Penalty: 2932.091309
	Iteration 10Q: 3 clusters Score -2122406 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2122715.750000 Penalty: 2932.091309
	Iteration 11Q: 3 clusters Score -2122716 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2122940.500000 Penalty: 2932.091309
	Iteration 12Q: 3 clusters Score -2122940 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2123086.000000 Penalty: 2932.091309
	Iteration 13Q: 3 clusters Score -2123086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2123175.250000 Penalty: 2932.091309
	Iteration 14Q: 3 clusters Score -2123175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2123230.000000 Penalty: 2932.091309
	Iteration 15Q: 3 clusters Score -2123230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2123275.000000 Penalty: 2932.091309
	Iteration 16Q: 3 clusters Score -2123275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2123291.000000 Penalty: 2932.091309
	Iteration 17Q: 3 clusters Score -2123291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2123302.500000 Penalty: 2932.091309
	Iteration 18Q: 3 clusters Score -2123302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2123311.000000 Penalty: 2932.091309
	Iteration 19Q: 3 clusters Score -2123311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2123319.250000 Penalty: 2932.091309
	Iteration 20F: 3 clusters Score -2123319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2123322.500000 Penalty: 2932.091309
	Iteration 21Q: 3 clusters Score -2123322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2123332.000000 Penalty: 2932.091309
	Iteration 22Q: 3 clusters Score -2123332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2123344.250000 Penalty: 2932.091309
	Iteration 23Q: 3 clusters Score -2123344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2123350.500000 Penalty: 2932.091309
	Iteration 24Q: 3 clusters Score -2123350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2123346.750000 Penalty: 2932.091309
	Iteration 25Q: 3 clusters Score -2123347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2123347.500000 Penalty: 2932.091309
	Iteration 26Q: 3 clusters Score -2123348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2123347.500000 Penalty: 2932.091309
	Iteration 27F: 3 clusters Score -2123348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Entering Unmasked Estep 
Score: -4493169.500000 Penalty: 1579.543457
	Iteration 0F: 2 clusters Score -4493170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4466754.500000 Penalty: 3159.086914
	Iteration 0F: 3 clusters Score -4466754 nChanged 18604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4477164.000000 Penalty: 3159.086914
	Iteration 1F: 3 clusters Score -4477164 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4477876.500000 Penalty: 3159.086914
	Iteration 2Q: 3 clusters Score -4477876 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4478522.000000 Penalty: 3159.086914
	Iteration 3Q: 3 clusters Score -4478522 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4479199.500000 Penalty: 3159.086914
	Iteration 4Q: 3 clusters Score -4479200 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -4479979.000000 Penalty: 3159.086914
	Iteration 5Q: 3 clusters Score -4479979 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -4480935.500000 Penalty: 3159.086914
	Iteration 6Q: 3 clusters Score -4480936 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -4482220.000000 Penalty: 3159.086914
	Iteration 7F: 3 clusters Score -4482220 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -4483880.500000 Penalty: 3159.086914
	Iteration 8F: 3 clusters Score -4483880 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -4485856.000000 Penalty: 3159.086914
	Iteration 9F: 3 clusters Score -4485856 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4487851.500000 Penalty: 3159.086914
	Iteration 10F: 3 clusters Score -4487852 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4489532.500000 Penalty: 3159.086914
	Iteration 11Q: 3 clusters Score -4489532 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4490725.000000 Penalty: 3159.086914
	Iteration 12Q: 3 clusters Score -4490725 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4491386.000000 Penalty: 3159.086914
	Iteration 13Q: 3 clusters Score -4491386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4491664.000000 Penalty: 3159.086914
	Iteration 14Q: 3 clusters Score -4491664 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4491800.500000 Penalty: 3159.086914
	Iteration 15Q: 3 clusters Score -4491800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4491856.000000 Penalty: 3159.086914
	Iteration 16Q: 3 clusters Score -4491856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4491913.000000 Penalty: 3159.086914
	Iteration 17Q: 3 clusters Score -4491913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4491932.000000 Penalty: 3159.086914
	Iteration 18Q: 3 clusters Score -4491932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4491949.000000 Penalty: 3159.086914
	Iteration 19Q: 3 clusters Score -4491949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4491966.000000 Penalty: 3159.086914
	Iteration 20F: 3 clusters Score -4491966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4491970.500000 Penalty: 3159.086914
	Iteration 21Q: 3 clusters Score -4491970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4491968.500000 Penalty: 3159.086914
	Iteration 22Q: 3 clusters Score -4491968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4491972.000000 Penalty: 3159.086914
	Iteration 23Q: 3 clusters Score -4491972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4491975.500000 Penalty: 3159.086914
	Iteration 24Q: 3 clusters Score -4491976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4491975.500000 Penalty: 3159.086914
	Iteration 25F: 3 clusters Score -4491976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Entering Unmasked Estep 
Score: -1197958.875000 Penalty: 1386.214966
	Iteration 0F: 2 clusters Score -1197959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1190423.750000 Penalty: 2772.429932
	Iteration 0F: 3 clusters Score -1190424 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1193050.500000 Penalty: 2772.429932
	Iteration 1F: 3 clusters Score -1193050 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1193386.375000 Penalty: 2772.429932
	Iteration 2F: 3 clusters Score -1193386 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1193608.875000 Penalty: 2772.429932
	Iteration 3Q: 3 clusters Score -1193609 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1193813.750000 Penalty: 2772.429932
	Iteration 4Q: 3 clusters Score -1193814 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1194013.375000 Penalty: 2772.429932
	Iteration 5Q: 3 clusters Score -1194013 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1194244.625000 Penalty: 2772.429932
	Iteration 6Q: 3 clusters Score -1194245 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1194478.125000 Penalty: 2772.429932
	Iteration 7Q: 3 clusters Score -1194478 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1194702.625000 Penalty: 2772.429932
	Iteration 8Q: 3 clusters Score -1194703 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1194927.250000 Penalty: 2772.429932
	Iteration 9Q: 3 clusters Score -1194927 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1195169.125000 Penalty: 2772.429932
	Iteration 10Q: 3 clusters Score -1195169 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1195401.375000 Penalty: 2772.429932
	Iteration 11Q: 3 clusters Score -1195401 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1195620.750000 Penalty: 2772.429932
	Iteration 12Q: 3 clusters Score -1195621 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1195858.375000 Penalty: 2772.429932
	Iteration 13Q: 3 clusters Score -1195858 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1196107.500000 Penalty: 2772.429932
	Iteration 14Q: 3 clusters Score -1196108 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1196331.250000 Penalty: 2772.429932
	Iteration 15Q: 3 clusters Score -1196331 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1196483.500000 Penalty: 2772.429932
	Iteration 16Q: 3 clusters Score -1196484 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1196583.625000 Penalty: 2772.429932
	Iteration 17Q: 3 clusters Score -1196584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1196662.000000 Penalty: 2772.429932
	Iteration 18Q: 3 clusters Score -1196662 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1196727.000000 Penalty: 2772.429932
	Iteration 19Q: 3 clusters Score -1196727 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1196773.375000 Penalty: 2772.429932
	Iteration 20F: 3 clusters Score -1196773 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1196806.875000 Penalty: 2772.429932
	Iteration 21Q: 3 clusters Score -1196807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1196835.375000 Penalty: 2772.429932
	Iteration 22Q: 3 clusters Score -1196835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1196855.625000 Penalty: 2772.429932
	Iteration 23Q: 3 clusters Score -1196856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1196872.250000 Penalty: 2772.429932
	Iteration 24Q: 3 clusters Score -1196872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1196882.750000 Penalty: 2772.429932
	Iteration 25Q: 3 clusters Score -1196883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1196887.250000 Penalty: 2772.429932
	Iteration 26Q: 3 clusters Score -1196887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1196892.500000 Penalty: 2772.429932
	Iteration 27Q: 3 clusters Score -1196892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1196893.500000 Penalty: 2772.429932
	Iteration 28Q: 3 clusters Score -1196894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1196893.000000 Penalty: 2772.429932
	Iteration 29Q: 3 clusters Score -1196893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1196893.375000 Penalty: 2772.429932
	Iteration 30Q: 3 clusters Score -1196893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1196898.625000 Penalty: 2772.429932
	Iteration 31Q: 3 clusters Score -1196899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1196904.375000 Penalty: 2772.429932
	Iteration 32Q: 3 clusters Score -1196904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1196902.875000 Penalty: 2772.429932
	Iteration 33Q: 3 clusters Score -1196903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1196907.375000 Penalty: 2772.429932
	Iteration 34Q: 3 clusters Score -1196907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1196909.000000 Penalty: 2772.429932
	Iteration 35Q: 3 clusters Score -1196909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1196909.625000 Penalty: 2772.429932
	Iteration 36Q: 3 clusters Score -1196910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1196910.375000 Penalty: 2772.429932
	Iteration 37Q: 3 clusters Score -1196910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1196916.625000 Penalty: 2772.429932
	Iteration 38Q: 3 clusters Score -1196917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1196917.750000 Penalty: 2772.429932
	Iteration 39Q: 3 clusters Score -1196918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1196920.125000 Penalty: 2772.429932
	Iteration 40F: 3 clusters Score -1196920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1196918.500000 Penalty: 2772.429932
	Iteration 41Q: 3 clusters Score -1196918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1196921.125000 Penalty: 2772.429932
	Iteration 42Q: 3 clusters Score -1196921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1196921.750000 Penalty: 2772.429932
	Iteration 43Q: 3 clusters Score -1196922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1196920.750000 Penalty: 2772.429932
	Iteration 44Q: 3 clusters Score -1196921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1196920.750000 Penalty: 2772.429932
	Iteration 45Q: 3 clusters Score -1196921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1196920.750000 Penalty: 2772.429932
	Iteration 46F: 3 clusters Score -1196921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Entering Unmasked Estep 
Score: -1989998.250000 Penalty: 1456.891113
	Iteration 0F: 2 clusters Score -1989998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1978238.250000 Penalty: 2913.782227
	Iteration 0F: 3 clusters Score -1978238 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1982511.750000 Penalty: 2913.782227
	Iteration 1F: 3 clusters Score -1982512 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1982971.875000 Penalty: 2913.782227
	Iteration 2F: 3 clusters Score -1982972 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1983446.625000 Penalty: 2913.782227
	Iteration 3F: 3 clusters Score -1983447 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1983910.000000 Penalty: 2913.782227
	Iteration 4F: 3 clusters Score -1983910 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1984372.375000 Penalty: 2913.782227
	Iteration 5F: 3 clusters Score -1984372 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1984826.125000 Penalty: 2913.782227
	Iteration 6Q: 3 clusters Score -1984826 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1985245.625000 Penalty: 2913.782227
	Iteration 7Q: 3 clusters Score -1985246 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1985607.750000 Penalty: 2913.782227
	Iteration 8Q: 3 clusters Score -1985608 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1985898.500000 Penalty: 2913.782227
	Iteration 9Q: 3 clusters Score -1985898 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1986145.250000 Penalty: 2913.782227
	Iteration 10Q: 3 clusters Score -1986145 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1986313.500000 Penalty: 2913.782227
	Iteration 11Q: 3 clusters Score -1986314 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1986437.625000 Penalty: 2913.782227
	Iteration 12Q: 3 clusters Score -1986438 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1986524.875000 Penalty: 2913.782227
	Iteration 13Q: 3 clusters Score -1986525 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1986592.375000 Penalty: 2913.782227
	Iteration 14Q: 3 clusters Score -1986592 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1986657.125000 Penalty: 2913.782227
	Iteration 15Q: 3 clusters Score -1986657 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1986725.750000 Penalty: 2913.782227
	Iteration 16Q: 3 clusters Score -1986726 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1986778.000000 Penalty: 2913.782227
	Iteration 17Q: 3 clusters Score -1986778 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1986840.625000 Penalty: 2913.782227
	Iteration 18Q: 3 clusters Score -1986841 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1986897.500000 Penalty: 2913.782227
	Iteration 19Q: 3 clusters Score -1986898 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1986955.625000 Penalty: 2913.782227
	Iteration 20F: 3 clusters Score -1986956 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1987013.375000 Penalty: 2913.782227
	Iteration 21Q: 3 clusters Score -1987013 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1987079.500000 Penalty: 2913.782227
	Iteration 22Q: 3 clusters Score -1987080 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1987165.500000 Penalty: 2913.782227
	Iteration 23Q: 3 clusters Score -1987166 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1987277.125000 Penalty: 2913.782227
	Iteration 24Q: 3 clusters Score -1987277 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1987401.750000 Penalty: 2913.782227
	Iteration 25Q: 3 clusters Score -1987402 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1987550.000000 Penalty: 2913.782227
	Iteration 26Q: 3 clusters Score -1987550 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1987694.500000 Penalty: 2913.782227
	Iteration 27Q: 3 clusters Score -1987694 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1987838.875000 Penalty: 2913.782227
	Iteration 28Q: 3 clusters Score -1987839 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1987975.625000 Penalty: 2913.782227
	Iteration 29Q: 3 clusters Score -1987976 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1988085.000000 Penalty: 2913.782227
	Iteration 30Q: 3 clusters Score -1988085 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1988168.875000 Penalty: 2913.782227
	Iteration 31Q: 3 clusters Score -1988169 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1988242.875000 Penalty: 2913.782227
	Iteration 32Q: 3 clusters Score -1988243 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1988302.250000 Penalty: 2913.782227
	Iteration 33Q: 3 clusters Score -1988302 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1988354.625000 Penalty: 2913.782227
	Iteration 34Q: 3 clusters Score -1988355 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1988404.125000 Penalty: 2913.782227
	Iteration 35Q: 3 clusters Score -1988404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1988433.750000 Penalty: 2913.782227
	Iteration 36Q: 3 clusters Score -1988434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1988460.500000 Penalty: 2913.782227
	Iteration 37Q: 3 clusters Score -1988460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1988472.625000 Penalty: 2913.782227
	Iteration 38Q: 3 clusters Score -1988473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1988493.000000 Penalty: 2913.782227
	Iteration 39Q: 3 clusters Score -1988493 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1988511.250000 Penalty: 2913.782227
	Iteration 40F: 3 clusters Score -1988511 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1988539.375000 Penalty: 2913.782227
	Iteration 41Q: 3 clusters Score -1988539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1988547.875000 Penalty: 2913.782227
	Iteration 42Q: 3 clusters Score -1988548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1988559.750000 Penalty: 2913.782227
	Iteration 43Q: 3 clusters Score -1988560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1988571.000000 Penalty: 2913.782227
	Iteration 44Q: 3 clusters Score -1988571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1988589.375000 Penalty: 2913.782227
	Iteration 45Q: 3 clusters Score -1988589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1988608.000000 Penalty: 2913.782227
	Iteration 46Q: 3 clusters Score -1988608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1988623.000000 Penalty: 2913.782227
	Iteration 47Q: 3 clusters Score -1988623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1988642.500000 Penalty: 2913.782227
	Iteration 48Q: 3 clusters Score -1988642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1988660.625000 Penalty: 2913.782227
	Iteration 49Q: 3 clusters Score -1988661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1988667.500000 Penalty: 2913.782227
	Iteration 50Q: 3 clusters Score -1988668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1988678.875000 Penalty: 2913.782227
	Iteration 51Q: 3 clusters Score -1988679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1988691.250000 Penalty: 2913.782227
	Iteration 52Q: 3 clusters Score -1988691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1988707.000000 Penalty: 2913.782227
	Iteration 53Q: 3 clusters Score -1988707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1988719.500000 Penalty: 2913.782227
	Iteration 54Q: 3 clusters Score -1988720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1988727.500000 Penalty: 2913.782227
	Iteration 55Q: 3 clusters Score -1988728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1988737.750000 Penalty: 2913.782227
	Iteration 56Q: 3 clusters Score -1988738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1988745.000000 Penalty: 2913.782227
	Iteration 57Q: 3 clusters Score -1988745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1988747.500000 Penalty: 2913.782227
	Iteration 58Q: 3 clusters Score -1988748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1988754.500000 Penalty: 2913.782227
	Iteration 59Q: 3 clusters Score -1988754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1988766.125000 Penalty: 2913.782227
	Iteration 60F: 3 clusters Score -1988766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1988771.500000 Penalty: 2913.782227
	Iteration 61Q: 3 clusters Score -1988772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1988779.250000 Penalty: 2913.782227
	Iteration 62Q: 3 clusters Score -1988779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1988792.625000 Penalty: 2913.782227
	Iteration 63Q: 3 clusters Score -1988793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1988806.250000 Penalty: 2913.782227
	Iteration 64Q: 3 clusters Score -1988806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1988820.125000 Penalty: 2913.782227
	Iteration 65Q: 3 clusters Score -1988820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1988825.375000 Penalty: 2913.782227
	Iteration 66Q: 3 clusters Score -1988825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1988845.125000 Penalty: 2913.782227
	Iteration 67Q: 3 clusters Score -1988845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1988861.250000 Penalty: 2913.782227
	Iteration 68Q: 3 clusters Score -1988861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1988877.250000 Penalty: 2913.782227
	Iteration 69Q: 3 clusters Score -1988877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1988889.875000 Penalty: 2913.782227
	Iteration 70Q: 3 clusters Score -1988890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1988901.625000 Penalty: 2913.782227
	Iteration 71Q: 3 clusters Score -1988902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1988908.375000 Penalty: 2913.782227
	Iteration 72Q: 3 clusters Score -1988908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1988917.375000 Penalty: 2913.782227
	Iteration 73Q: 3 clusters Score -1988917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1988921.250000 Penalty: 2913.782227
	Iteration 74Q: 3 clusters Score -1988921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1988925.500000 Penalty: 2913.782227
	Iteration 75Q: 3 clusters Score -1988926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1988932.375000 Penalty: 2913.782227
	Iteration 76Q: 3 clusters Score -1988932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1988939.375000 Penalty: 2913.782227
	Iteration 77Q: 3 clusters Score -1988939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1988942.250000 Penalty: 2913.782227
	Iteration 78Q: 3 clusters Score -1988942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1988946.375000 Penalty: 2913.782227
	Iteration 79Q: 3 clusters Score -1988946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1988949.750000 Penalty: 2913.782227
	Iteration 80F: 3 clusters Score -1988950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1988948.625000 Penalty: 2913.782227
	Iteration 81Q: 3 clusters Score -1988949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1988952.875000 Penalty: 2913.782227
	Iteration 82Q: 3 clusters Score -1988953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1988954.000000 Penalty: 2913.782227
	Iteration 83Q: 3 clusters Score -1988954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1988956.375000 Penalty: 2913.782227
	Iteration 84Q: 3 clusters Score -1988956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1988955.875000 Penalty: 2913.782227
	Iteration 85Q: 3 clusters Score -1988956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1988955.750000 Penalty: 2913.782227
	Iteration 86Q: 3 clusters Score -1988956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1988956.000000 Penalty: 2913.782227
	Iteration 87Q: 3 clusters Score -1988956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1988958.000000 Penalty: 2913.782227
	Iteration 88Q: 3 clusters Score -1988958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1988958.000000 Penalty: 2913.782227
	Iteration 89F: 3 clusters Score -1988958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -1961701.625000 Penalty: 1454.295776
	Iteration 0F: 2 clusters Score -1961702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1950125.625000 Penalty: 2908.591553
	Iteration 0F: 3 clusters Score -1950126 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1954308.375000 Penalty: 2908.591553
	Iteration 1F: 3 clusters Score -1954308 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1954653.625000 Penalty: 2908.591553
	Iteration 2F: 3 clusters Score -1954654 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1954905.375000 Penalty: 2908.591553
	Iteration 3Q: 3 clusters Score -1954905 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1955113.000000 Penalty: 2908.591553
	Iteration 4Q: 3 clusters Score -1955113 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1955299.875000 Penalty: 2908.591553
	Iteration 5Q: 3 clusters Score -1955300 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1955486.000000 Penalty: 2908.591553
	Iteration 6Q: 3 clusters Score -1955486 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1955644.625000 Penalty: 2908.591553
	Iteration 7Q: 3 clusters Score -1955645 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1955830.750000 Penalty: 2908.591553
	Iteration 8Q: 3 clusters Score -1955831 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1956027.875000 Penalty: 2908.591553
	Iteration 9Q: 3 clusters Score -1956028 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1956289.000000 Penalty: 2908.591553
	Iteration 10Q: 3 clusters Score -1956289 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1956633.500000 Penalty: 2908.591553
	Iteration 11Q: 3 clusters Score -1956634 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1957050.625000 Penalty: 2908.591553
	Iteration 12Q: 3 clusters Score -1957051 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1957576.750000 Penalty: 2908.591553
	Iteration 13Q: 3 clusters Score -1957577 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1958168.375000 Penalty: 2908.591553
	Iteration 14Q: 3 clusters Score -1958168 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1958801.500000 Penalty: 2908.591553
	Iteration 15Q: 3 clusters Score -1958802 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1959364.125000 Penalty: 2908.591553
	Iteration 16Q: 3 clusters Score -1959364 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1959788.875000 Penalty: 2908.591553
	Iteration 17Q: 3 clusters Score -1959789 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1960086.875000 Penalty: 2908.591553
	Iteration 18Q: 3 clusters Score -1960087 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1960273.000000 Penalty: 2908.591553
	Iteration 19Q: 3 clusters Score -1960273 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1960382.625000 Penalty: 2908.591553
	Iteration 20F: 3 clusters Score -1960383 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1960447.375000 Penalty: 2908.591553
	Iteration 21Q: 3 clusters Score -1960447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1960504.375000 Penalty: 2908.591553
	Iteration 22Q: 3 clusters Score -1960504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1960533.375000 Penalty: 2908.591553
	Iteration 23Q: 3 clusters Score -1960533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1960552.000000 Penalty: 2908.591553
	Iteration 24Q: 3 clusters Score -1960552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1960565.250000 Penalty: 2908.591553
	Iteration 25Q: 3 clusters Score -1960565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1960580.250000 Penalty: 2908.591553
	Iteration 26Q: 3 clusters Score -1960580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1960585.125000 Penalty: 2908.591553
	Iteration 27Q: 3 clusters Score -1960585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1960590.125000 Penalty: 2908.591553
	Iteration 28Q: 3 clusters Score -1960590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1960593.125000 Penalty: 2908.591553
	Iteration 29Q: 3 clusters Score -1960593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1960597.125000 Penalty: 2908.591553
	Iteration 30Q: 3 clusters Score -1960597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1960599.500000 Penalty: 2908.591553
	Iteration 31Q: 3 clusters Score -1960600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1960603.750000 Penalty: 2908.591553
	Iteration 32Q: 3 clusters Score -1960604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1960609.000000 Penalty: 2908.591553
	Iteration 33Q: 3 clusters Score -1960609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1960609.625000 Penalty: 2908.591553
	Iteration 34Q: 3 clusters Score -1960610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1960611.875000 Penalty: 2908.591553
	Iteration 35Q: 3 clusters Score -1960612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1960613.500000 Penalty: 2908.591553
	Iteration 36Q: 3 clusters Score -1960614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1960613.500000 Penalty: 2908.591553
	Iteration 37F: 3 clusters Score -1960614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Entering Unmasked Estep 
Score: -3126547.750000 Penalty: 1523.354980
	Iteration 0F: 2 clusters Score -3126548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3108466.750000 Penalty: 3046.709961
	Iteration 0F: 3 clusters Score -3108467 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3115115.750000 Penalty: 3046.709961
	Iteration 1F: 3 clusters Score -3115116 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3115641.250000 Penalty: 3046.709961
	Iteration 2Q: 3 clusters Score -3115641 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3116219.750000 Penalty: 3046.709961
	Iteration 3Q: 3 clusters Score -3116220 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3116835.000000 Penalty: 3046.709961
	Iteration 4Q: 3 clusters Score -3116835 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3117566.750000 Penalty: 3046.709961
	Iteration 5Q: 3 clusters Score -3117567 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3118358.000000 Penalty: 3046.709961
	Iteration 6F: 3 clusters Score -3118358 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3119152.000000 Penalty: 3046.709961
	Iteration 7F: 3 clusters Score -3119152 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3119837.000000 Penalty: 3046.709961
	Iteration 8Q: 3 clusters Score -3119837 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3120421.750000 Penalty: 3046.709961
	Iteration 9Q: 3 clusters Score -3120422 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3120902.500000 Penalty: 3046.709961
	Iteration 10Q: 3 clusters Score -3120902 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3121337.250000 Penalty: 3046.709961
	Iteration 11Q: 3 clusters Score -3121337 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3121770.500000 Penalty: 3046.709961
	Iteration 12Q: 3 clusters Score -3121770 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3122203.250000 Penalty: 3046.709961
	Iteration 13Q: 3 clusters Score -3122203 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3122611.500000 Penalty: 3046.709961
	Iteration 14Q: 3 clusters Score -3122612 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3122973.500000 Penalty: 3046.709961
	Iteration 15Q: 3 clusters Score -3122974 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3123367.500000 Penalty: 3046.709961
	Iteration 16Q: 3 clusters Score -3123368 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3123723.250000 Penalty: 3046.709961
	Iteration 17Q: 3 clusters Score -3123723 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3124100.000000 Penalty: 3046.709961
	Iteration 18Q: 3 clusters Score -3124100 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3124415.000000 Penalty: 3046.709961
	Iteration 19Q: 3 clusters Score -3124415 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3124696.000000 Penalty: 3046.709961
	Iteration 20F: 3 clusters Score -3124696 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3124941.750000 Penalty: 3046.709961
	Iteration 21Q: 3 clusters Score -3124942 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3125132.250000 Penalty: 3046.709961
	Iteration 22Q: 3 clusters Score -3125132 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3125251.000000 Penalty: 3046.709961
	Iteration 23Q: 3 clusters Score -3125251 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3125342.750000 Penalty: 3046.709961
	Iteration 24Q: 3 clusters Score -3125343 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3125418.750000 Penalty: 3046.709961
	Iteration 25Q: 3 clusters Score -3125419 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3125468.750000 Penalty: 3046.709961
	Iteration 26Q: 3 clusters Score -3125469 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3125500.250000 Penalty: 3046.709961
	Iteration 27Q: 3 clusters Score -3125500 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3125525.750000 Penalty: 3046.709961
	Iteration 28Q: 3 clusters Score -3125526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3125545.000000 Penalty: 3046.709961
	Iteration 29Q: 3 clusters Score -3125545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3125562.750000 Penalty: 3046.709961
	Iteration 30Q: 3 clusters Score -3125563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3125574.000000 Penalty: 3046.709961
	Iteration 31Q: 3 clusters Score -3125574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3125584.750000 Penalty: 3046.709961
	Iteration 32Q: 3 clusters Score -3125585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3125598.000000 Penalty: 3046.709961
	Iteration 33Q: 3 clusters Score -3125598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3125606.750000 Penalty: 3046.709961
	Iteration 34Q: 3 clusters Score -3125607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3125605.750000 Penalty: 3046.709961
	Iteration 35Q: 3 clusters Score -3125606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3125611.250000 Penalty: 3046.709961
	Iteration 36Q: 3 clusters Score -3125611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3125616.500000 Penalty: 3046.709961
	Iteration 37Q: 3 clusters Score -3125616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3125614.500000 Penalty: 3046.709961
	Iteration 38Q: 3 clusters Score -3125614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3125615.500000 Penalty: 3046.709961
	Iteration 39Q: 3 clusters Score -3125616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3125623.000000 Penalty: 3046.709961
	Iteration 40F: 3 clusters Score -3125623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3125625.000000 Penalty: 3046.709961
	Iteration 41Q: 3 clusters Score -3125625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3125628.250000 Penalty: 3046.709961
	Iteration 42Q: 3 clusters Score -3125628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3125630.750000 Penalty: 3046.709961
	Iteration 43Q: 3 clusters Score -3125631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3125632.250000 Penalty: 3046.709961
	Iteration 44Q: 3 clusters Score -3125632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3125629.500000 Penalty: 3046.709961
	Iteration 45Q: 3 clusters Score -3125630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3125633.000000 Penalty: 3046.709961
	Iteration 46Q: 3 clusters Score -3125633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3125636.250000 Penalty: 3046.709961
	Iteration 47Q: 3 clusters Score -3125636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3125633.000000 Penalty: 3046.709961
	Iteration 48Q: 3 clusters Score -3125633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3125635.750000 Penalty: 3046.709961
	Iteration 49Q: 3 clusters Score -3125636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3125635.250000 Penalty: 3046.709961
	Iteration 50Q: 3 clusters Score -3125635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3125637.000000 Penalty: 3046.709961
	Iteration 51Q: 3 clusters Score -3125637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3125636.500000 Penalty: 3046.709961
	Iteration 52Q: 3 clusters Score -3125636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3125636.500000 Penalty: 3046.709961
	Iteration 53F: 3 clusters Score -3125636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Entering Unmasked Estep 
Score: -5582417.000000 Penalty: 1609.171387
	Iteration 0F: 2 clusters Score -5582417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -5549827.000000 Penalty: 3218.342773
	Iteration 0F: 3 clusters Score -5549827 nChanged 22975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5563555.500000 Penalty: 3218.342773
	Iteration 1F: 3 clusters Score -5563556 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -5565224.500000 Penalty: 3218.342773
	Iteration 2F: 3 clusters Score -5565224 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5567482.000000 Penalty: 3218.342773
	Iteration 3F: 3 clusters Score -5567482 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -5569701.500000 Penalty: 3218.342773
	Iteration 4F: 3 clusters Score -5569702 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5571416.500000 Penalty: 3218.342773
	Iteration 5F: 3 clusters Score -5571416 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -5572516.000000 Penalty: 3218.342773
	Iteration 6F: 3 clusters Score -5572516 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -5573210.000000 Penalty: 3218.342773
	Iteration 7Q: 3 clusters Score -5573210 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5573565.000000 Penalty: 3218.342773
	Iteration 8Q: 3 clusters Score -5573565 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -5573820.500000 Penalty: 3218.342773
	Iteration 9Q: 3 clusters Score -5573820 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5573958.000000 Penalty: 3218.342773
	Iteration 10Q: 3 clusters Score -5573958 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -5574184.500000 Penalty: 3218.342773
	Iteration 11Q: 3 clusters Score -5574184 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -5574432.500000 Penalty: 3218.342773
	Iteration 12Q: 3 clusters Score -5574432 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5574672.000000 Penalty: 3218.342773
	Iteration 13Q: 3 clusters Score -5574672 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -5574937.000000 Penalty: 3218.342773
	Iteration 14Q: 3 clusters Score -5574937 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -5575319.500000 Penalty: 3218.342773
	Iteration 15Q: 3 clusters Score -5575320 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -5575709.500000 Penalty: 3218.342773
	Iteration 16Q: 3 clusters Score -5575710 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -5576184.000000 Penalty: 3218.342773
	Iteration 17Q: 3 clusters Score -5576184 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -5576729.000000 Penalty: 3218.342773
	Iteration 18Q: 3 clusters Score -5576729 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5577313.000000 Penalty: 3218.342773
	Iteration 19Q: 3 clusters Score -5577313 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -5577896.500000 Penalty: 3218.342773
	Iteration 20F: 3 clusters Score -5577896 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5578521.500000 Penalty: 3218.342773
	Iteration 21Q: 3 clusters Score -5578522 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5579095.000000 Penalty: 3218.342773
	Iteration 22Q: 3 clusters Score -5579095 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5579605.500000 Penalty: 3218.342773
	Iteration 23Q: 3 clusters Score -5579606 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5579956.000000 Penalty: 3218.342773
	Iteration 24Q: 3 clusters Score -5579956 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5580280.500000 Penalty: 3218.342773
	Iteration 25Q: 3 clusters Score -5580280 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5580492.000000 Penalty: 3218.342773
	Iteration 26Q: 3 clusters Score -5580492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5580665.500000 Penalty: 3218.342773
	Iteration 27Q: 3 clusters Score -5580666 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5580773.500000 Penalty: 3218.342773
	Iteration 28Q: 3 clusters Score -5580774 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5580862.000000 Penalty: 3218.342773
	Iteration 29Q: 3 clusters Score -5580862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5580942.500000 Penalty: 3218.342773
	Iteration 30Q: 3 clusters Score -5580942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5580995.000000 Penalty: 3218.342773
	Iteration 31Q: 3 clusters Score -5580995 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5581024.500000 Penalty: 3218.342773
	Iteration 32Q: 3 clusters Score -5581024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5581047.000000 Penalty: 3218.342773
	Iteration 33Q: 3 clusters Score -5581047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5581064.000000 Penalty: 3218.342773
	Iteration 34Q: 3 clusters Score -5581064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5581080.000000 Penalty: 3218.342773
	Iteration 35Q: 3 clusters Score -5581080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5581094.500000 Penalty: 3218.342773
	Iteration 36Q: 3 clusters Score -5581094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5581099.000000 Penalty: 3218.342773
	Iteration 37Q: 3 clusters Score -5581099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5581103.000000 Penalty: 3218.342773
	Iteration 38Q: 3 clusters Score -5581103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5581124.500000 Penalty: 3218.342773
	Iteration 39Q: 3 clusters Score -5581124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5581137.500000 Penalty: 3218.342773
	Iteration 40F: 3 clusters Score -5581138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5581149.500000 Penalty: 3218.342773
	Iteration 41Q: 3 clusters Score -5581150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5581146.000000 Penalty: 3218.342773
	Iteration 42Q: 3 clusters Score -5581146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5581156.000000 Penalty: 3218.342773
	Iteration 43Q: 3 clusters Score -5581156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5581165.000000 Penalty: 3218.342773
	Iteration 44Q: 3 clusters Score -5581165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5581166.000000 Penalty: 3218.342773
	Iteration 45Q: 3 clusters Score -5581166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5581167.500000 Penalty: 3218.342773
	Iteration 46Q: 3 clusters Score -5581168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5581167.500000 Penalty: 3218.342773
	Iteration 47Q: 3 clusters Score -5581168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5581167.500000 Penalty: 3218.342773
	Iteration 48F: 3 clusters Score -5581168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Entering Unmasked Estep 
Score: -3202283.500000 Penalty: 1533.191406
	Iteration 0F: 2 clusters Score -3202284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3182731.250000 Penalty: 3066.382812
	Iteration 0F: 3 clusters Score -3182731 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3190318.500000 Penalty: 3066.382812
	Iteration 1F: 3 clusters Score -3190318 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3190865.750000 Penalty: 3066.382812
	Iteration 2F: 3 clusters Score -3190866 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3191404.500000 Penalty: 3066.382812
	Iteration 3Q: 3 clusters Score -3191404 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3191979.250000 Penalty: 3066.382812
	Iteration 4Q: 3 clusters Score -3191979 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3192592.500000 Penalty: 3066.382812
	Iteration 5Q: 3 clusters Score -3192592 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3193366.750000 Penalty: 3066.382812
	Iteration 6Q: 3 clusters Score -3193367 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3194322.750000 Penalty: 3066.382812
	Iteration 7F: 3 clusters Score -3194323 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3195478.000000 Penalty: 3066.382812
	Iteration 8F: 3 clusters Score -3195478 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3196697.500000 Penalty: 3066.382812
	Iteration 9F: 3 clusters Score -3196698 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3197758.750000 Penalty: 3066.382812
	Iteration 10Q: 3 clusters Score -3197759 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3198712.500000 Penalty: 3066.382812
	Iteration 11Q: 3 clusters Score -3198712 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3199440.500000 Penalty: 3066.382812
	Iteration 12Q: 3 clusters Score -3199440 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3199925.250000 Penalty: 3066.382812
	Iteration 13Q: 3 clusters Score -3199925 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3200280.750000 Penalty: 3066.382812
	Iteration 14Q: 3 clusters Score -3200281 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3200541.750000 Penalty: 3066.382812
	Iteration 15Q: 3 clusters Score -3200542 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3200731.750000 Penalty: 3066.382812
	Iteration 16Q: 3 clusters Score -3200732 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3200841.750000 Penalty: 3066.382812
	Iteration 17Q: 3 clusters Score -3200842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3200916.500000 Penalty: 3066.382812
	Iteration 18Q: 3 clusters Score -3200916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3200971.500000 Penalty: 3066.382812
	Iteration 19Q: 3 clusters Score -3200972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3201024.250000 Penalty: 3066.382812
	Iteration 20F: 3 clusters Score -3201024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3201060.500000 Penalty: 3066.382812
	Iteration 21Q: 3 clusters Score -3201060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3201083.750000 Penalty: 3066.382812
	Iteration 22Q: 3 clusters Score -3201084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3201116.750000 Penalty: 3066.382812
	Iteration 23Q: 3 clusters Score -3201117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3201141.000000 Penalty: 3066.382812
	Iteration 24Q: 3 clusters Score -3201141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3201154.500000 Penalty: 3066.382812
	Iteration 25Q: 3 clusters Score -3201154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3201165.250000 Penalty: 3066.382812
	Iteration 26Q: 3 clusters Score -3201165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3201167.000000 Penalty: 3066.382812
	Iteration 27Q: 3 clusters Score -3201167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3201174.750000 Penalty: 3066.382812
	Iteration 28Q: 3 clusters Score -3201175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3201176.250000 Penalty: 3066.382812
	Iteration 29Q: 3 clusters Score -3201176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3201180.750000 Penalty: 3066.382812
	Iteration 30Q: 3 clusters Score -3201181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -3201185.000000 Penalty: 3066.382812
	Iteration 31Q: 3 clusters Score -3201185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -3201188.000000 Penalty: 3066.382812
	Iteration 32Q: 3 clusters Score -3201188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3201192.750000 Penalty: 3066.382812
	Iteration 33Q: 3 clusters Score -3201193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3201192.750000 Penalty: 3066.382812
	Iteration 34F: 3 clusters Score -3201193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Entering Unmasked Estep 
Score: -2616545.750000 Penalty: 1497.470947
	Iteration 0F: 2 clusters Score -2616546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2601295.000000 Penalty: 2994.941895
	Iteration 0F: 3 clusters Score -2601295 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2606802.750000 Penalty: 2994.941895
	Iteration 1F: 3 clusters Score -2606803 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2607532.250000 Penalty: 2994.941895
	Iteration 2F: 3 clusters Score -2607532 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2608326.000000 Penalty: 2994.941895
	Iteration 3F: 3 clusters Score -2608326 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2609248.500000 Penalty: 2994.941895
	Iteration 4F: 3 clusters Score -2609248 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2610228.500000 Penalty: 2994.941895
	Iteration 5F: 3 clusters Score -2610228 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2611144.000000 Penalty: 2994.941895
	Iteration 6F: 3 clusters Score -2611144 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2611939.250000 Penalty: 2994.941895
	Iteration 7F: 3 clusters Score -2611939 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2612630.500000 Penalty: 2994.941895
	Iteration 8Q: 3 clusters Score -2612630 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2613198.750000 Penalty: 2994.941895
	Iteration 9Q: 3 clusters Score -2613199 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2613678.750000 Penalty: 2994.941895
	Iteration 10Q: 3 clusters Score -2613679 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2614087.500000 Penalty: 2994.941895
	Iteration 11Q: 3 clusters Score -2614088 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2614416.250000 Penalty: 2994.941895
	Iteration 12Q: 3 clusters Score -2614416 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2614681.250000 Penalty: 2994.941895
	Iteration 13Q: 3 clusters Score -2614681 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2614898.000000 Penalty: 2994.941895
	Iteration 14Q: 3 clusters Score -2614898 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2615033.000000 Penalty: 2994.941895
	Iteration 15Q: 3 clusters Score -2615033 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2615131.500000 Penalty: 2994.941895
	Iteration 16Q: 3 clusters Score -2615132 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2615203.750000 Penalty: 2994.941895
	Iteration 17Q: 3 clusters Score -2615204 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2615278.250000 Penalty: 2994.941895
	Iteration 18Q: 3 clusters Score -2615278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2615310.750000 Penalty: 2994.941895
	Iteration 19Q: 3 clusters Score -2615311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2615342.000000 Penalty: 2994.941895
	Iteration 20F: 3 clusters Score -2615342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2615357.750000 Penalty: 2994.941895
	Iteration 21Q: 3 clusters Score -2615358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2615373.500000 Penalty: 2994.941895
	Iteration 22Q: 3 clusters Score -2615374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2615395.500000 Penalty: 2994.941895
	Iteration 23Q: 3 clusters Score -2615396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2615410.000000 Penalty: 2994.941895
	Iteration 24Q: 3 clusters Score -2615410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2615422.750000 Penalty: 2994.941895
	Iteration 25Q: 3 clusters Score -2615423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2615435.750000 Penalty: 2994.941895
	Iteration 26Q: 3 clusters Score -2615436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2615445.750000 Penalty: 2994.941895
	Iteration 27Q: 3 clusters Score -2615446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2615462.750000 Penalty: 2994.941895
	Iteration 28Q: 3 clusters Score -2615463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2615465.000000 Penalty: 2994.941895
	Iteration 29Q: 3 clusters Score -2615465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2615470.250000 Penalty: 2994.941895
	Iteration 30Q: 3 clusters Score -2615470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2615474.250000 Penalty: 2994.941895
	Iteration 31Q: 3 clusters Score -2615474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2615475.250000 Penalty: 2994.941895
	Iteration 32Q: 3 clusters Score -2615475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2615484.750000 Penalty: 2994.941895
	Iteration 33Q: 3 clusters Score -2615485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2615481.000000 Penalty: 2994.941895
	Iteration 34Q: 3 clusters Score -2615481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2615483.750000 Penalty: 2994.941895
	Iteration 35Q: 3 clusters Score -2615484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2615486.250000 Penalty: 2994.941895
	Iteration 36Q: 3 clusters Score -2615486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2615487.000000 Penalty: 2994.941895
	Iteration 37Q: 3 clusters Score -2615487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2615488.750000 Penalty: 2994.941895
	Iteration 38Q: 3 clusters Score -2615489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2615493.250000 Penalty: 2994.941895
	Iteration 39Q: 3 clusters Score -2615493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2615498.500000 Penalty: 2994.941895
	Iteration 40F: 3 clusters Score -2615498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2615502.750000 Penalty: 2994.941895
	Iteration 41Q: 3 clusters Score -2615503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2615507.500000 Penalty: 2994.941895
	Iteration 42Q: 3 clusters Score -2615508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2615504.750000 Penalty: 2994.941895
	Iteration 43Q: 3 clusters Score -2615505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2615507.250000 Penalty: 2994.941895
	Iteration 44Q: 3 clusters Score -2615507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2615510.750000 Penalty: 2994.941895
	Iteration 45Q: 3 clusters Score -2615511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2615510.250000 Penalty: 2994.941895
	Iteration 46Q: 3 clusters Score -2615510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2615513.250000 Penalty: 2994.941895
	Iteration 47Q: 3 clusters Score -2615513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2615515.250000 Penalty: 2994.941895
	Iteration 48Q: 3 clusters Score -2615515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2615519.750000 Penalty: 2994.941895
	Iteration 49Q: 3 clusters Score -2615520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2615521.500000 Penalty: 2994.941895
	Iteration 50Q: 3 clusters Score -2615522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2615520.750000 Penalty: 2994.941895
	Iteration 51Q: 3 clusters Score -2615521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2615520.750000 Penalty: 2994.941895
	Iteration 52Q: 3 clusters Score -2615521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2615520.750000 Penalty: 2994.941895
	Iteration 53F: 3 clusters Score -2615521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Entering Unmasked Estep 
Score: -2644254.750000 Penalty: 1498.122437
	Iteration 0F: 2 clusters Score -2644255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2628855.250000 Penalty: 2996.244873
	Iteration 0F: 3 clusters Score -2628855 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2634597.250000 Penalty: 2996.244873
	Iteration 1F: 3 clusters Score -2634597 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2635095.250000 Penalty: 2996.244873
	Iteration 2F: 3 clusters Score -2635095 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2635566.000000 Penalty: 2996.244873
	Iteration 3Q: 3 clusters Score -2635566 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2636105.250000 Penalty: 2996.244873
	Iteration 4F: 3 clusters Score -2636105 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2636825.500000 Penalty: 2996.244873
	Iteration 5F: 3 clusters Score -2636826 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2637840.000000 Penalty: 2996.244873
	Iteration 6F: 3 clusters Score -2637840 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2639150.250000 Penalty: 2996.244873
	Iteration 7F: 3 clusters Score -2639150 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2640517.500000 Penalty: 2996.244873
	Iteration 8F: 3 clusters Score -2640518 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2641575.250000 Penalty: 2996.244873
	Iteration 9Q: 3 clusters Score -2641575 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2642215.500000 Penalty: 2996.244873
	Iteration 10Q: 3 clusters Score -2642216 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2642582.750000 Penalty: 2996.244873
	Iteration 11Q: 3 clusters Score -2642583 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2642785.750000 Penalty: 2996.244873
	Iteration 12Q: 3 clusters Score -2642786 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2642906.250000 Penalty: 2996.244873
	Iteration 13Q: 3 clusters Score -2642906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2642970.500000 Penalty: 2996.244873
	Iteration 14Q: 3 clusters Score -2642970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2643015.000000 Penalty: 2996.244873
	Iteration 15Q: 3 clusters Score -2643015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2643057.750000 Penalty: 2996.244873
	Iteration 16Q: 3 clusters Score -2643058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2643078.250000 Penalty: 2996.244873
	Iteration 17Q: 3 clusters Score -2643078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2643089.000000 Penalty: 2996.244873
	Iteration 18Q: 3 clusters Score -2643089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2643098.000000 Penalty: 2996.244873
	Iteration 19Q: 3 clusters Score -2643098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2643104.500000 Penalty: 2996.244873
	Iteration 20F: 3 clusters Score -2643104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2643103.500000 Penalty: 2996.244873
	Iteration 21Q: 3 clusters Score -2643104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2643103.500000 Penalty: 2996.244873
	Iteration 22F: 3 clusters Score -2643104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Entering Unmasked Estep 
Score: -1680833.375000 Penalty: 1430.861694
	Iteration 0F: 2 clusters Score -1680833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1671002.250000 Penalty: 2861.723389
	Iteration 0F: 3 clusters Score -1671002 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1674380.750000 Penalty: 2861.723389
	Iteration 1F: 3 clusters Score -1674381 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1674728.125000 Penalty: 2861.723389
	Iteration 2F: 3 clusters Score -1674728 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1675018.750000 Penalty: 2861.723389
	Iteration 3Q: 3 clusters Score -1675019 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1675275.750000 Penalty: 2861.723389
	Iteration 4Q: 3 clusters Score -1675276 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1675553.125000 Penalty: 2861.723389
	Iteration 5Q: 3 clusters Score -1675553 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1675859.750000 Penalty: 2861.723389
	Iteration 6Q: 3 clusters Score -1675860 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1676199.625000 Penalty: 2861.723389
	Iteration 7Q: 3 clusters Score -1676200 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1676588.375000 Penalty: 2861.723389
	Iteration 8Q: 3 clusters Score -1676588 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1676956.625000 Penalty: 2861.723389
	Iteration 9Q: 3 clusters Score -1676957 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1677361.000000 Penalty: 2861.723389
	Iteration 10Q: 3 clusters Score -1677361 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1677750.250000 Penalty: 2861.723389
	Iteration 11Q: 3 clusters Score -1677750 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1678102.500000 Penalty: 2861.723389
	Iteration 12Q: 3 clusters Score -1678102 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1678378.375000 Penalty: 2861.723389
	Iteration 13Q: 3 clusters Score -1678378 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1678633.750000 Penalty: 2861.723389
	Iteration 14Q: 3 clusters Score -1678634 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1678860.875000 Penalty: 2861.723389
	Iteration 15Q: 3 clusters Score -1678861 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1679050.875000 Penalty: 2861.723389
	Iteration 16Q: 3 clusters Score -1679051 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1679213.125000 Penalty: 2861.723389
	Iteration 17Q: 3 clusters Score -1679213 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1679338.875000 Penalty: 2861.723389
	Iteration 18Q: 3 clusters Score -1679339 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1679454.250000 Penalty: 2861.723389
	Iteration 19Q: 3 clusters Score -1679454 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1679553.875000 Penalty: 2861.723389
	Iteration 20F: 3 clusters Score -1679554 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1679634.500000 Penalty: 2861.723389
	Iteration 21Q: 3 clusters Score -1679634 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1679691.000000 Penalty: 2861.723389
	Iteration 22Q: 3 clusters Score -1679691 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1679729.000000 Penalty: 2861.723389
	Iteration 23Q: 3 clusters Score -1679729 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1679761.625000 Penalty: 2861.723389
	Iteration 24Q: 3 clusters Score -1679762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1679789.875000 Penalty: 2861.723389
	Iteration 25Q: 3 clusters Score -1679790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1679821.500000 Penalty: 2861.723389
	Iteration 26Q: 3 clusters Score -1679822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1679849.250000 Penalty: 2861.723389
	Iteration 27Q: 3 clusters Score -1679849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1679878.000000 Penalty: 2861.723389
	Iteration 28Q: 3 clusters Score -1679878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1679911.250000 Penalty: 2861.723389
	Iteration 29Q: 3 clusters Score -1679911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1679936.375000 Penalty: 2861.723389
	Iteration 30Q: 3 clusters Score -1679936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1679950.750000 Penalty: 2861.723389
	Iteration 31Q: 3 clusters Score -1679951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1679956.625000 Penalty: 2861.723389
	Iteration 32Q: 3 clusters Score -1679957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1679966.875000 Penalty: 2861.723389
	Iteration 33Q: 3 clusters Score -1679967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1679969.875000 Penalty: 2861.723389
	Iteration 34Q: 3 clusters Score -1679970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1679971.000000 Penalty: 2861.723389
	Iteration 35Q: 3 clusters Score -1679971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1679975.750000 Penalty: 2861.723389
	Iteration 36Q: 3 clusters Score -1679976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1679976.625000 Penalty: 2861.723389
	Iteration 37Q: 3 clusters Score -1679977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1679978.250000 Penalty: 2861.723389
	Iteration 38Q: 3 clusters Score -1679978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1679986.625000 Penalty: 2861.723389
	Iteration 39Q: 3 clusters Score -1679987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1679986.125000 Penalty: 2861.723389
	Iteration 40F: 3 clusters Score -1679986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1679988.125000 Penalty: 2861.723389
	Iteration 41Q: 3 clusters Score -1679988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1679990.375000 Penalty: 2861.723389
	Iteration 42Q: 3 clusters Score -1679990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1679990.500000 Penalty: 2861.723389
	Iteration 43Q: 3 clusters Score -1679990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1679990.875000 Penalty: 2861.723389
	Iteration 44Q: 3 clusters Score -1679991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1679995.000000 Penalty: 2861.723389
	Iteration 45Q: 3 clusters Score -1679995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1679994.625000 Penalty: 2861.723389
	Iteration 46Q: 3 clusters Score -1679995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1679993.125000 Penalty: 2861.723389
	Iteration 47Q: 3 clusters Score -1679993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1679997.375000 Penalty: 2861.723389
	Iteration 48Q: 3 clusters Score -1679997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1679999.125000 Penalty: 2861.723389
	Iteration 49Q: 3 clusters Score -1679999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1680000.250000 Penalty: 2861.723389
	Iteration 50Q: 3 clusters Score -1680000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1680000.375000 Penalty: 2861.723389
	Iteration 51Q: 3 clusters Score -1680000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1680003.875000 Penalty: 2861.723389
	Iteration 52Q: 3 clusters Score -1680004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1680005.000000 Penalty: 2861.723389
	Iteration 53Q: 3 clusters Score -1680005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1680010.000000 Penalty: 2861.723389
	Iteration 54Q: 3 clusters Score -1680010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1680011.500000 Penalty: 2861.723389
	Iteration 55Q: 3 clusters Score -1680012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1680012.000000 Penalty: 2861.723389
	Iteration 56Q: 3 clusters Score -1680012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1680012.375000 Penalty: 2861.723389
	Iteration 57Q: 3 clusters Score -1680012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1680013.875000 Penalty: 2861.723389
	Iteration 58Q: 3 clusters Score -1680014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1680014.375000 Penalty: 2861.723389
	Iteration 59Q: 3 clusters Score -1680014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1680016.750000 Penalty: 2861.723389
	Iteration 60F: 3 clusters Score -1680017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1680016.375000 Penalty: 2861.723389
	Iteration 61Q: 3 clusters Score -1680016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1680016.375000 Penalty: 2861.723389
	Iteration 62F: 3 clusters Score -1680016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -431906.593750 Penalty: 1240.276611
	Iteration 0F: 2 clusters Score -431906.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -428729.781250 Penalty: 2480.553223
	Iteration 0F: 3 clusters Score -428729.8 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -429650.406250 Penalty: 2480.553223
	Iteration 1F: 3 clusters Score -429650.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -429843.593750 Penalty: 2480.553223
	Iteration 2F: 3 clusters Score -429843.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -429954.875000 Penalty: 2480.553223
	Iteration 3Q: 3 clusters Score -429954.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -430034.156250 Penalty: 2480.553223
	Iteration 4Q: 3 clusters Score -430034.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -430103.968750 Penalty: 2480.553223
	Iteration 5Q: 3 clusters Score -430104 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -430165.062500 Penalty: 2480.553223
	Iteration 6Q: 3 clusters Score -430165.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -430204.250000 Penalty: 2480.553223
	Iteration 7Q: 3 clusters Score -430204.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -430239.093750 Penalty: 2480.553223
	Iteration 8Q: 3 clusters Score -430239.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -430265.781250 Penalty: 2480.553223
	Iteration 9Q: 3 clusters Score -430265.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -430290.812500 Penalty: 2480.553223
	Iteration 10Q: 3 clusters Score -430290.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -430317.437500 Penalty: 2480.553223
	Iteration 11Q: 3 clusters Score -430317.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -430340.468750 Penalty: 2480.553223
	Iteration 12Q: 3 clusters Score -430340.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -430359.156250 Penalty: 2480.553223
	Iteration 13Q: 3 clusters Score -430359.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -430381.437500 Penalty: 2480.553223
	Iteration 14Q: 3 clusters Score -430381.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -430410.531250 Penalty: 2480.553223
	Iteration 15Q: 3 clusters Score -430410.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -430431.312500 Penalty: 2480.553223
	Iteration 16Q: 3 clusters Score -430431.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -430449.406250 Penalty: 2480.553223
	Iteration 17Q: 3 clusters Score -430449.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -430463.656250 Penalty: 2480.553223
	Iteration 18Q: 3 clusters Score -430463.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -430474.593750 Penalty: 2480.553223
	Iteration 19Q: 3 clusters Score -430474.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -430488.375000 Penalty: 2480.553223
	Iteration 20F: 3 clusters Score -430488.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -430498.937500 Penalty: 2480.553223
	Iteration 21Q: 3 clusters Score -430498.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -430510.593750 Penalty: 2480.553223
	Iteration 22Q: 3 clusters Score -430510.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -430522.468750 Penalty: 2480.553223
	Iteration 23Q: 3 clusters Score -430522.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -430535.718750 Penalty: 2480.553223
	Iteration 24Q: 3 clusters Score -430535.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -430546.750000 Penalty: 2480.553223
	Iteration 25Q: 3 clusters Score -430546.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -430557.562500 Penalty: 2480.553223
	Iteration 26Q: 3 clusters Score -430557.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -430568.875000 Penalty: 2480.553223
	Iteration 27Q: 3 clusters Score -430568.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -430582.250000 Penalty: 2480.553223
	Iteration 28Q: 3 clusters Score -430582.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -430596.468750 Penalty: 2480.553223
	Iteration 29Q: 3 clusters Score -430596.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -430607.593750 Penalty: 2480.553223
	Iteration 30Q: 3 clusters Score -430607.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -430615.625000 Penalty: 2480.553223
	Iteration 31Q: 3 clusters Score -430615.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -430626.375000 Penalty: 2480.553223
	Iteration 32Q: 3 clusters Score -430626.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -430640.031250 Penalty: 2480.553223
	Iteration 33Q: 3 clusters Score -430640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -430655.781250 Penalty: 2480.553223
	Iteration 34Q: 3 clusters Score -430655.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -430668.625000 Penalty: 2480.553223
	Iteration 35Q: 3 clusters Score -430668.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -430681.968750 Penalty: 2480.553223
	Iteration 36Q: 3 clusters Score -430682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -430690.375000 Penalty: 2480.553223
	Iteration 37Q: 3 clusters Score -430690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -430698.375000 Penalty: 2480.553223
	Iteration 38Q: 3 clusters Score -430698.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -430706.656250 Penalty: 2480.553223
	Iteration 39Q: 3 clusters Score -430706.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -430711.968750 Penalty: 2480.553223
	Iteration 40F: 3 clusters Score -430712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -430718.031250 Penalty: 2480.553223
	Iteration 41Q: 3 clusters Score -430718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -430720.218750 Penalty: 2480.553223
	Iteration 42Q: 3 clusters Score -430720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -430722.375000 Penalty: 2480.553223
	Iteration 43Q: 3 clusters Score -430722.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -430725.437500 Penalty: 2480.553223
	Iteration 44Q: 3 clusters Score -430725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -430726.062500 Penalty: 2480.553223
	Iteration 45Q: 3 clusters Score -430726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -430727.093750 Penalty: 2480.553223
	Iteration 46Q: 3 clusters Score -430727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -430727.093750 Penalty: 2480.553223
	Iteration 47Q: 3 clusters Score -430727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -430727.031250 Penalty: 2480.553223
	Iteration 48Q: 3 clusters Score -430727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -430727.031250 Penalty: 2480.553223
	Iteration 49F: 3 clusters Score -430727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Entering Unmasked Estep 
Score: -4245785.500000 Penalty: 1569.623779
	Iteration 0F: 2 clusters Score -4245786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4221004.500000 Penalty: 3139.247559
	Iteration 0F: 3 clusters Score -4221004 nChanged 17278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4230433.000000 Penalty: 3139.247559
	Iteration 1F: 3 clusters Score -4230433 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4231048.000000 Penalty: 3139.247559
	Iteration 2Q: 3 clusters Score -4231048 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4231644.500000 Penalty: 3139.247559
	Iteration 3Q: 3 clusters Score -4231644 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -4232452.500000 Penalty: 3139.247559
	Iteration 4Q: 3 clusters Score -4232452 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4233437.000000 Penalty: 3139.247559
	Iteration 5F: 3 clusters Score -4233437 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -4234683.500000 Penalty: 3139.247559
	Iteration 6F: 3 clusters Score -4234684 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -4236176.000000 Penalty: 3139.247559
	Iteration 7F: 3 clusters Score -4236176 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -4237899.500000 Penalty: 3139.247559
	Iteration 8F: 3 clusters Score -4237900 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4239648.500000 Penalty: 3139.247559
	Iteration 9F: 3 clusters Score -4239648 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4241111.500000 Penalty: 3139.247559
	Iteration 10F: 3 clusters Score -4241112 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4242293.500000 Penalty: 3139.247559
	Iteration 11Q: 3 clusters Score -4242294 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4243184.500000 Penalty: 3139.247559
	Iteration 12Q: 3 clusters Score -4243184 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4243776.500000 Penalty: 3139.247559
	Iteration 13Q: 3 clusters Score -4243776 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4244055.500000 Penalty: 3139.247559
	Iteration 14Q: 3 clusters Score -4244056 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -4244210.000000 Penalty: 3139.247559
	Iteration 15Q: 3 clusters Score -4244210 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4244343.500000 Penalty: 3139.247559
	Iteration 16Q: 3 clusters Score -4244344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4244396.500000 Penalty: 3139.247559
	Iteration 17Q: 3 clusters Score -4244396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4244425.000000 Penalty: 3139.247559
	Iteration 18Q: 3 clusters Score -4244425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -4244452.000000 Penalty: 3139.247559
	Iteration 19Q: 3 clusters Score -4244452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -4244471.500000 Penalty: 3139.247559
	Iteration 20F: 3 clusters Score -4244472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4244476.500000 Penalty: 3139.247559
	Iteration 21Q: 3 clusters Score -4244476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4244484.500000 Penalty: 3139.247559
	Iteration 22Q: 3 clusters Score -4244484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -4244492.500000 Penalty: 3139.247559
	Iteration 23Q: 3 clusters Score -4244492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -4244495.500000 Penalty: 3139.247559
	Iteration 24Q: 3 clusters Score -4244496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4244507.500000 Penalty: 3139.247559
	Iteration 25Q: 3 clusters Score -4244508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -4244513.000000 Penalty: 3139.247559
	Iteration 26Q: 3 clusters Score -4244513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -4244517.500000 Penalty: 3139.247559
	Iteration 27Q: 3 clusters Score -4244518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -4244519.500000 Penalty: 3139.247559
	Iteration 28Q: 3 clusters Score -4244520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -4244520.500000 Penalty: 3139.247559
	Iteration 29Q: 3 clusters Score -4244520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4244527.000000 Penalty: 3139.247559
	Iteration 30Q: 3 clusters Score -4244527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4244526.000000 Penalty: 3139.247559
	Iteration 31Q: 3 clusters Score -4244526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4244524.500000 Penalty: 3139.247559
	Iteration 32Q: 3 clusters Score -4244524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4244524.500000 Penalty: 3139.247559
	Iteration 33F: 3 clusters Score -4244524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -128589.820312 Penalty: 1050.215210
	Iteration 0F: 2 clusters Score -128589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127213.921875 Penalty: 2100.430420
	Iteration 0F: 3 clusters Score -127213.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127515.984375 Penalty: 2100.430420
	Iteration 1F: 3 clusters Score -127516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127580.781250 Penalty: 2100.430420
	Iteration 2F: 3 clusters Score -127580.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -127617.101562 Penalty: 2100.430420
	Iteration 3Q: 3 clusters Score -127617.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127641.484375 Penalty: 2100.430420
	Iteration 4Q: 3 clusters Score -127641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -127649.406250 Penalty: 2100.430420
	Iteration 5Q: 3 clusters Score -127649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -127655.437500 Penalty: 2100.430420
	Iteration 6Q: 3 clusters Score -127655.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -127661.609375 Penalty: 2100.430420
	Iteration 7Q: 3 clusters Score -127661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -127664.351562 Penalty: 2100.430420
	Iteration 8Q: 3 clusters Score -127664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -127665.750000 Penalty: 2100.430420
	Iteration 9Q: 3 clusters Score -127665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127669.187500 Penalty: 2100.430420
	Iteration 10Q: 3 clusters Score -127669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127671.320312 Penalty: 2100.430420
	Iteration 11Q: 3 clusters Score -127671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127673.914062 Penalty: 2100.430420
	Iteration 12Q: 3 clusters Score -127673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127673.914062 Penalty: 2100.430420
	Iteration 13F: 3 clusters Score -127673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Entering Unmasked Estep 
Score: -4523570.000000 Penalty: 1577.625122
	Iteration 0F: 2 clusters Score -4523570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4497442.500000 Penalty: 3155.250244
	Iteration 0F: 3 clusters Score -4497442 nChanged 18460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4507454.500000 Penalty: 3155.250244
	Iteration 1F: 3 clusters Score -4507454 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4508015.000000 Penalty: 3155.250244
	Iteration 2Q: 3 clusters Score -4508015 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4508587.500000 Penalty: 3155.250244
	Iteration 3Q: 3 clusters Score -4508588 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -4509127.000000 Penalty: 3155.250244
	Iteration 4Q: 3 clusters Score -4509127 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4509645.000000 Penalty: 3155.250244
	Iteration 5Q: 3 clusters Score -4509645 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -4510200.500000 Penalty: 3155.250244
	Iteration 6Q: 3 clusters Score -4510200 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4510807.500000 Penalty: 3155.250244
	Iteration 7Q: 3 clusters Score -4510808 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -4511540.000000 Penalty: 3155.250244
	Iteration 8Q: 3 clusters Score -4511540 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -4512492.000000 Penalty: 3155.250244
	Iteration 9Q: 3 clusters Score -4512492 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -4513608.500000 Penalty: 3155.250244
	Iteration 10Q: 3 clusters Score -4513608 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -4515026.000000 Penalty: 3155.250244
	Iteration 11Q: 3 clusters Score -4515026 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4516678.500000 Penalty: 3155.250244
	Iteration 12F: 3 clusters Score -4516678 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -4518199.000000 Penalty: 3155.250244
	Iteration 13Q: 3 clusters Score -4518199 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4519499.000000 Penalty: 3155.250244
	Iteration 14Q: 3 clusters Score -4519499 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4520505.000000 Penalty: 3155.250244
	Iteration 15Q: 3 clusters Score -4520505 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -4521275.500000 Penalty: 3155.250244
	Iteration 16Q: 3 clusters Score -4521276 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4521786.000000 Penalty: 3155.250244
	Iteration 17Q: 3 clusters Score -4521786 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4522094.500000 Penalty: 3155.250244
	Iteration 18Q: 3 clusters Score -4522094 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -4522281.000000 Penalty: 3155.250244
	Iteration 19Q: 3 clusters Score -4522281 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -4522408.000000 Penalty: 3155.250244
	Iteration 20F: 3 clusters Score -4522408 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -4522528.500000 Penalty: 3155.250244
	Iteration 21Q: 3 clusters Score -4522528 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4522601.500000 Penalty: 3155.250244
	Iteration 22Q: 3 clusters Score -4522602 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -4522649.500000 Penalty: 3155.250244
	Iteration 23Q: 3 clusters Score -4522650 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -4522700.000000 Penalty: 3155.250244
	Iteration 24Q: 3 clusters Score -4522700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -4522730.000000 Penalty: 3155.250244
	Iteration 25Q: 3 clusters Score -4522730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -4522751.500000 Penalty: 3155.250244
	Iteration 26Q: 3 clusters Score -4522752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -4522753.500000 Penalty: 3155.250244
	Iteration 27Q: 3 clusters Score -4522754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -4522768.000000 Penalty: 3155.250244
	Iteration 28Q: 3 clusters Score -4522768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -4522778.500000 Penalty: 3155.250244
	Iteration 29Q: 3 clusters Score -4522778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -4522785.500000 Penalty: 3155.250244
	Iteration 30Q: 3 clusters Score -4522786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -4522792.500000 Penalty: 3155.250244
	Iteration 31Q: 3 clusters Score -4522792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -4522795.000000 Penalty: 3155.250244
	Iteration 32Q: 3 clusters Score -4522795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -4522805.500000 Penalty: 3155.250244
	Iteration 33Q: 3 clusters Score -4522806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -4522806.500000 Penalty: 3155.250244
	Iteration 34Q: 3 clusters Score -4522806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -4522815.500000 Penalty: 3155.250244
	Iteration 35Q: 3 clusters Score -4522816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -4522813.500000 Penalty: 3155.250244
	Iteration 36Q: 3 clusters Score -4522814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -4522810.000000 Penalty: 3155.250244
	Iteration 37Q: 3 clusters Score -4522810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -4522809.500000 Penalty: 3155.250244
	Iteration 38Q: 3 clusters Score -4522810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4522812.500000 Penalty: 3155.250244
	Iteration 39Q: 3 clusters Score -4522812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -4522811.000000 Penalty: 3155.250244
	Iteration 40F: 3 clusters Score -4522811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -4522811.500000 Penalty: 3155.250244
	Iteration 41Q: 3 clusters Score -4522812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -4522809.500000 Penalty: 3155.250244
	Iteration 42Q: 3 clusters Score -4522810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -4522809.500000 Penalty: 3155.250244
	Iteration 43F: 3 clusters Score -4522810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -107990.789062 Penalty: 1042.865601
	Iteration 0F: 2 clusters Score -107990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106671.164062 Penalty: 2085.731201
	Iteration 0F: 3 clusters Score -106671.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106942.265625 Penalty: 2085.731201
	Iteration 1F: 3 clusters Score -106942.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -107018.945312 Penalty: 2085.731201
	Iteration 2F: 3 clusters Score -107018.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -107067.359375 Penalty: 2085.731201
	Iteration 3Q: 3 clusters Score -107067.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -107089.835938 Penalty: 2085.731201
	Iteration 4Q: 3 clusters Score -107089.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107109.914062 Penalty: 2085.731201
	Iteration 5Q: 3 clusters Score -107109.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107119.820312 Penalty: 2085.731201
	Iteration 6Q: 3 clusters Score -107119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107124.937500 Penalty: 2085.731201
	Iteration 7Q: 3 clusters Score -107124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107129.429688 Penalty: 2085.731201
	Iteration 8Q: 3 clusters Score -107129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107132.007812 Penalty: 2085.731201
	Iteration 9Q: 3 clusters Score -107132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107136.976562 Penalty: 2085.731201
	Iteration 10Q: 3 clusters Score -107137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107145.843750 Penalty: 2085.731201
	Iteration 11Q: 3 clusters Score -107145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107152.304688 Penalty: 2085.731201
	Iteration 12Q: 3 clusters Score -107152.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107160.500000 Penalty: 2085.731201
	Iteration 13Q: 3 clusters Score -107160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -107163.765625 Penalty: 2085.731201
	Iteration 14Q: 3 clusters Score -107163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107168.468750 Penalty: 2085.731201
	Iteration 15Q: 3 clusters Score -107168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -107170.718750 Penalty: 2085.731201
	Iteration 16Q: 3 clusters Score -107170.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -107170.718750 Penalty: 2085.731201
	Iteration 17F: 3 clusters Score -107170.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (56230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Entering Unmasked Estep 
Score: -6088931.000000 Penalty: 1627.456177
	Iteration 0F: 2 clusters Score -6088931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -6052237.000000 Penalty: 3254.912354
	Iteration 0F: 3 clusters Score -6052237 nChanged 26158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -6066818.000000 Penalty: 3254.912354
	Iteration 1F: 3 clusters Score -6066818 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -6067715.000000 Penalty: 3254.912354
	Iteration 2Q: 3 clusters Score -6067715 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -6068794.000000 Penalty: 3254.912354
	Iteration 3Q: 3 clusters Score -6068794 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -6069988.500000 Penalty: 3254.912354
	Iteration 4Q: 3 clusters Score -6069988 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -6071389.500000 Penalty: 3254.912354
	Iteration 5F: 3 clusters Score -6071390 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -6072764.000000 Penalty: 3254.912354
	Iteration 6F: 3 clusters Score -6072764 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -6074020.500000 Penalty: 3254.912354
	Iteration 7F: 3 clusters Score -6074020 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -6075199.500000 Penalty: 3254.912354
	Iteration 8Q: 3 clusters Score -6075200 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6076436.500000 Penalty: 3254.912354
	Iteration 9Q: 3 clusters Score -6076436 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -6077816.500000 Penalty: 3254.912354
	Iteration 10Q: 3 clusters Score -6077816 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -6079347.500000 Penalty: 3254.912354
	Iteration 11Q: 3 clusters Score -6079348 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -6081011.500000 Penalty: 3254.912354
	Iteration 12Q: 3 clusters Score -6081012 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -6082555.500000 Penalty: 3254.912354
	Iteration 13Q: 3 clusters Score -6082556 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -6083641.500000 Penalty: 3254.912354
	Iteration 14Q: 3 clusters Score -6083642 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -6084579.500000 Penalty: 3254.912354
	Iteration 15Q: 3 clusters Score -6084580 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -6085376.500000 Penalty: 3254.912354
	Iteration 16Q: 3 clusters Score -6085376 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -6085831.000000 Penalty: 3254.912354
	Iteration 17Q: 3 clusters Score -6085831 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -6086124.000000 Penalty: 3254.912354
	Iteration 18Q: 3 clusters Score -6086124 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -6086311.000000 Penalty: 3254.912354
	Iteration 19Q: 3 clusters Score -6086311 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -6086412.000000 Penalty: 3254.912354
	Iteration 20F: 3 clusters Score -6086412 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -6086482.000000 Penalty: 3254.912354
	Iteration 21Q: 3 clusters Score -6086482 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -6086535.500000 Penalty: 3254.912354
	Iteration 22Q: 3 clusters Score -6086536 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -6086578.500000 Penalty: 3254.912354
	Iteration 23Q: 3 clusters Score -6086578 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -6086609.500000 Penalty: 3254.912354
	Iteration 24Q: 3 clusters Score -6086610 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -6086635.000000 Penalty: 3254.912354
	Iteration 25Q: 3 clusters Score -6086635 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -6086641.000000 Penalty: 3254.912354
	Iteration 26Q: 3 clusters Score -6086641 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -6086690.500000 Penalty: 3254.912354
	Iteration 27Q: 3 clusters Score -6086690 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -6086709.500000 Penalty: 3254.912354
	Iteration 28Q: 3 clusters Score -6086710 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -6086729.500000 Penalty: 3254.912354
	Iteration 29Q: 3 clusters Score -6086730 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -6086755.000000 Penalty: 3254.912354
	Iteration 30Q: 3 clusters Score -6086755 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -6086782.500000 Penalty: 3254.912354
	Iteration 31Q: 3 clusters Score -6086782 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -6086780.000000 Penalty: 3254.912354
	Iteration 32Q: 3 clusters Score -6086780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -6086783.500000 Penalty: 3254.912354
	Iteration 33Q: 3 clusters Score -6086784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -6086767.000000 Penalty: 3254.912354
	Iteration 34Q: 3 clusters Score -6086767 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -6086777.000000 Penalty: 3254.912354
	Iteration 35Q: 3 clusters Score -6086777 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -6086798.500000 Penalty: 3254.912354
	Iteration 36Q: 3 clusters Score -6086798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -6086798.500000 Penalty: 3254.912354
	Iteration 37Q: 3 clusters Score -6086798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -6086812.000000 Penalty: 3254.912354
	Iteration 38Q: 3 clusters Score -6086812 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -6086822.000000 Penalty: 3254.912354
	Iteration 39Q: 3 clusters Score -6086822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -6086823.000000 Penalty: 3254.912354
	Iteration 40F: 3 clusters Score -6086823 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -6086832.000000 Penalty: 3254.912354
	Iteration 41Q: 3 clusters Score -6086832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -6086864.000000 Penalty: 3254.912354
	Iteration 42Q: 3 clusters Score -6086864 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -6086873.500000 Penalty: 3254.912354
	Iteration 43Q: 3 clusters Score -6086874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -6086892.500000 Penalty: 3254.912354
	Iteration 44Q: 3 clusters Score -6086892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -6086877.000000 Penalty: 3254.912354
	Iteration 45Q: 3 clusters Score -6086877 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -6086875.000000 Penalty: 3254.912354
	Iteration 46Q: 3 clusters Score -6086875 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -6086871.500000 Penalty: 3254.912354
	Iteration 47Q: 3 clusters Score -6086872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -6086882.500000 Penalty: 3254.912354
	Iteration 48Q: 3 clusters Score -6086882 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -6086878.000000 Penalty: 3254.912354
	Iteration 49Q: 3 clusters Score -6086878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -6086875.500000 Penalty: 3254.912354
	Iteration 50Q: 3 clusters Score -6086876 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -6086899.000000 Penalty: 3254.912354
	Iteration 51Q: 3 clusters Score -6086899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -6086903.000000 Penalty: 3254.912354
	Iteration 52Q: 3 clusters Score -6086903 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -6086916.500000 Penalty: 3254.912354
	Iteration 53Q: 3 clusters Score -6086916 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -6086913.500000 Penalty: 3254.912354
	Iteration 54Q: 3 clusters Score -6086914 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -6086921.000000 Penalty: 3254.912354
	Iteration 55Q: 3 clusters Score -6086921 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -6086958.000000 Penalty: 3254.912354
	Iteration 56Q: 3 clusters Score -6086958 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -6086991.500000 Penalty: 3254.912354
	Iteration 57Q: 3 clusters Score -6086992 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -6087019.500000 Penalty: 3254.912354
	Iteration 58Q: 3 clusters Score -6087020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -6087047.500000 Penalty: 3254.912354
	Iteration 59Q: 3 clusters Score -6087048 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -6087068.500000 Penalty: 3254.912354
	Iteration 60F: 3 clusters Score -6087068 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -6087063.500000 Penalty: 3254.912354
	Iteration 61Q: 3 clusters Score -6087064 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -6087088.500000 Penalty: 3254.912354
	Iteration 62Q: 3 clusters Score -6087088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -6087106.500000 Penalty: 3254.912354
	Iteration 63Q: 3 clusters Score -6087106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -6087121.500000 Penalty: 3254.912354
	Iteration 64Q: 3 clusters Score -6087122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -6087137.000000 Penalty: 3254.912354
	Iteration 65Q: 3 clusters Score -6087137 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -6087150.000000 Penalty: 3254.912354
	Iteration 66Q: 3 clusters Score -6087150 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -6087156.500000 Penalty: 3254.912354
	Iteration 67Q: 3 clusters Score -6087156 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -6087177.500000 Penalty: 3254.912354
	Iteration 68Q: 3 clusters Score -6087178 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -6087177.500000 Penalty: 3254.912354
	Iteration 69Q: 3 clusters Score -6087178 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -6087214.000000 Penalty: 3254.912354
	Iteration 70Q: 3 clusters Score -6087214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -6087230.000000 Penalty: 3254.912354
	Iteration 71Q: 3 clusters Score -6087230 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -6087247.500000 Penalty: 3254.912354
	Iteration 72Q: 3 clusters Score -6087248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -6087247.000000 Penalty: 3254.912354
	Iteration 73Q: 3 clusters Score -6087247 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -6087251.500000 Penalty: 3254.912354
	Iteration 74Q: 3 clusters Score -6087252 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -6087261.000000 Penalty: 3254.912354
	Iteration 75Q: 3 clusters Score -6087261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -6087268.500000 Penalty: 3254.912354
	Iteration 76Q: 3 clusters Score -6087268 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -6087287.500000 Penalty: 3254.912354
	Iteration 77Q: 3 clusters Score -6087288 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
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	Iteration 127Q: 3 clusters Score -6087595 nChanged 12
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	Iteration 128Q: 3 clusters Score -6087599 nChanged 12
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	Iteration 132Q: 3 clusters Score -6087598 nChanged 20
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	Iteration 136Q: 3 clusters Score -6087593 nChanged 10
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	Iteration 138Q: 3 clusters Score -6087608 nChanged 5
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	Iteration 139Q: 3 clusters Score -6087614 nChanged 5
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	Iteration 140F: 3 clusters Score -6087616 nChanged 9
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	Iteration 141Q: 3 clusters Score -6087608 nChanged 7
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	Iteration 142Q: 3 clusters Score -6087609 nChanged 3
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	Iteration 143Q: 3 clusters Score -6087607 nChanged 4
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	Iteration 145Q: 3 clusters Score -6087626 nChanged 1
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	Iteration 147Q: 3 clusters Score -6087627 nChanged 7
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	Iteration 148Q: 3 clusters Score -6087626 nChanged 6
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	Iteration 151Q: 3 clusters Score -6087623 nChanged 9
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	Iteration 152Q: 3 clusters Score -6087618 nChanged 7
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	Iteration 154Q: 3 clusters Score -6087616 nChanged 5
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	Iteration 156Q: 3 clusters Score -6087623 nChanged 7
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	Iteration 159Q: 3 clusters Score -6087628 nChanged 8
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	Iteration 160F: 3 clusters Score -6087629 nChanged 4
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	Iteration 162Q: 3 clusters Score -6087632 nChanged 5
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	Iteration 163Q: 3 clusters Score -6087633 nChanged 3
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Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -6087643.000000 Penalty: 3254.912354
	Iteration 172Q: 3 clusters Score -6087643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -6087646.000000 Penalty: 3254.912354
	Iteration 173Q: 3 clusters Score -6087646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -6087642.500000 Penalty: 3254.912354
	Iteration 174Q: 3 clusters Score -6087642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -6087647.000000 Penalty: 3254.912354
	Iteration 175Q: 3 clusters Score -6087647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -6087657.500000 Penalty: 3254.912354
	Iteration 176Q: 3 clusters Score -6087658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -6087666.500000 Penalty: 3254.912354
	Iteration 177Q: 3 clusters Score -6087666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -6087666.500000 Penalty: 3254.912354
	Iteration 178Q: 3 clusters Score -6087666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -6087673.500000 Penalty: 3254.912354
	Iteration 179Q: 3 clusters Score -6087674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -6087675.500000 Penalty: 3254.912354
	Iteration 180F: 3 clusters Score -6087676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -6087669.000000 Penalty: 3254.912354
	Iteration 181Q: 3 clusters Score -6087669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -6087671.500000 Penalty: 3254.912354
	Iteration 182Q: 3 clusters Score -6087672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -6087676.000000 Penalty: 3254.912354
	Iteration 183Q: 3 clusters Score -6087676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -6087670.000000 Penalty: 3254.912354
	Iteration 184Q: 3 clusters Score -6087670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -6087673.500000 Penalty: 3254.912354
	Iteration 185Q: 3 clusters Score -6087674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -6087671.000000 Penalty: 3254.912354
	Iteration 186Q: 3 clusters Score -6087671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -6087679.000000 Penalty: 3254.912354
	Iteration 187Q: 3 clusters Score -6087679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -6087680.500000 Penalty: 3254.912354
	Iteration 188Q: 3 clusters Score -6087680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -6087672.000000 Penalty: 3254.912354
	Iteration 189Q: 3 clusters Score -6087672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -6087679.000000 Penalty: 3254.912354
	Iteration 190Q: 3 clusters Score -6087679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -6087676.500000 Penalty: 3254.912354
	Iteration 191Q: 3 clusters Score -6087676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -6087680.000000 Penalty: 3254.912354
	Iteration 192Q: 3 clusters Score -6087680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -6087676.000000 Penalty: 3254.912354
	Iteration 193Q: 3 clusters Score -6087676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -6087675.000000 Penalty: 3254.912354
	Iteration 194Q: 3 clusters Score -6087675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -6087672.500000 Penalty: 3254.912354
	Iteration 195Q: 3 clusters Score -6087672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -6087672.500000 Penalty: 3254.912354
	Iteration 196Q: 3 clusters Score -6087672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -6087674.000000 Penalty: 3254.912354
	Iteration 197Q: 3 clusters Score -6087674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -6087678.500000 Penalty: 3254.912354
	Iteration 198Q: 3 clusters Score -6087678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -6087680.500000 Penalty: 3254.912354
	Iteration 199Q: 3 clusters Score -6087680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -6087687.000000 Penalty: 3254.912354
	Iteration 200F: 3 clusters Score -6087687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -6087677.500000 Penalty: 3254.912354
	Iteration 201Q: 3 clusters Score -6087678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -6087671.000000 Penalty: 3254.912354
	Iteration 202Q: 3 clusters Score -6087671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -6087678.000000 Penalty: 3254.912354
	Iteration 203Q: 3 clusters Score -6087678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -6087687.500000 Penalty: 3254.912354
	Iteration 204Q: 3 clusters Score -6087688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -6087691.500000 Penalty: 3254.912354
	Iteration 205Q: 3 clusters Score -6087692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -6087680.000000 Penalty: 3254.912354
	Iteration 206Q: 3 clusters Score -6087680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -6087675.500000 Penalty: 3254.912354
	Iteration 207Q: 3 clusters Score -6087676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -6087680.000000 Penalty: 3254.912354
	Iteration 208Q: 3 clusters Score -6087680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -6087680.000000 Penalty: 3254.912354
	Iteration 209Q: 3 clusters Score -6087680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -6087672.000000 Penalty: 3254.912354
	Iteration 210Q: 3 clusters Score -6087672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -6087676.500000 Penalty: 3254.912354
	Iteration 211Q: 3 clusters Score -6087676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6087668.500000 Penalty: 3254.912354
	Iteration 212Q: 3 clusters Score -6087668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -6087678.000000 Penalty: 3254.912354
	Iteration 213Q: 3 clusters Score -6087678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -6087674.500000 Penalty: 3254.912354
	Iteration 214Q: 3 clusters Score -6087674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -6087680.500000 Penalty: 3254.912354
	Iteration 215Q: 3 clusters Score -6087680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -6087674.500000 Penalty: 3254.912354
	Iteration 216Q: 3 clusters Score -6087674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -6087674.500000 Penalty: 3254.912354
	Iteration 217F: 3 clusters Score -6087674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -83200.062500 Penalty: 998.344482
	Iteration 0F: 2 clusters Score -83200.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82081.476562 Penalty: 1996.688965
	Iteration 0F: 3 clusters Score -82081.48 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82314.203125 Penalty: 1996.688965
	Iteration 1F: 3 clusters Score -82314.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82383.531250 Penalty: 1996.688965
	Iteration 2F: 3 clusters Score -82383.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82419.078125 Penalty: 1996.688965
	Iteration 3Q: 3 clusters Score -82419.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82440.007812 Penalty: 1996.688965
	Iteration 4Q: 3 clusters Score -82440.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82458.984375 Penalty: 1996.688965
	Iteration 5Q: 3 clusters Score -82458.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82472.523438 Penalty: 1996.688965
	Iteration 6Q: 3 clusters Score -82472.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82480.984375 Penalty: 1996.688965
	Iteration 7Q: 3 clusters Score -82480.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82494.929688 Penalty: 1996.688965
	Iteration 8Q: 3 clusters Score -82494.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82505.562500 Penalty: 1996.688965
	Iteration 9Q: 3 clusters Score -82505.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82520.046875 Penalty: 1996.688965
	Iteration 10Q: 3 clusters Score -82520.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82524.132812 Penalty: 1996.688965
	Iteration 11Q: 3 clusters Score -82524.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82528.593750 Penalty: 1996.688965
	Iteration 12Q: 3 clusters Score -82528.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82530.859375 Penalty: 1996.688965
	Iteration 13Q: 3 clusters Score -82530.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82533.031250 Penalty: 1996.688965
	Iteration 14Q: 3 clusters Score -82533.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82535.804688 Penalty: 1996.688965
	Iteration 15Q: 3 clusters Score -82535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82538.343750 Penalty: 1996.688965
	Iteration 16Q: 3 clusters Score -82538.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82543.109375 Penalty: 1996.688965
	Iteration 17Q: 3 clusters Score -82543.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82543.992188 Penalty: 1996.688965
	Iteration 18Q: 3 clusters Score -82543.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82544.710938 Penalty: 1996.688965
	Iteration 19Q: 3 clusters Score -82544.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82546.117188 Penalty: 1996.688965
	Iteration 20F: 3 clusters Score -82546.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82546.765625 Penalty: 1996.688965
	Iteration 21Q: 3 clusters Score -82546.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82546.765625 Penalty: 1996.688965
	Iteration 22F: 3 clusters Score -82546.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Entering Unmasked Estep 
Score: -2466754.250000 Penalty: 1488.179077
	Iteration 0F: 2 clusters Score -2466754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2452428.000000 Penalty: 2976.358154
	Iteration 0F: 3 clusters Score -2452428 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2457821.000000 Penalty: 2976.358154
	Iteration 1F: 3 clusters Score -2457821 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2458426.750000 Penalty: 2976.358154
	Iteration 2F: 3 clusters Score -2458427 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2459014.500000 Penalty: 2976.358154
	Iteration 3F: 3 clusters Score -2459014 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2459656.500000 Penalty: 2976.358154
	Iteration 4F: 3 clusters Score -2459656 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2460294.500000 Penalty: 2976.358154
	Iteration 5F: 3 clusters Score -2460294 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2460977.000000 Penalty: 2976.358154
	Iteration 6F: 3 clusters Score -2460977 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2461626.000000 Penalty: 2976.358154
	Iteration 7F: 3 clusters Score -2461626 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2462217.250000 Penalty: 2976.358154
	Iteration 8Q: 3 clusters Score -2462217 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2462693.500000 Penalty: 2976.358154
	Iteration 9Q: 3 clusters Score -2462694 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2463132.000000 Penalty: 2976.358154
	Iteration 10Q: 3 clusters Score -2463132 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2463513.000000 Penalty: 2976.358154
	Iteration 11Q: 3 clusters Score -2463513 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2463867.750000 Penalty: 2976.358154
	Iteration 12Q: 3 clusters Score -2463868 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2464211.500000 Penalty: 2976.358154
	Iteration 13Q: 3 clusters Score -2464212 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2464489.750000 Penalty: 2976.358154
	Iteration 14Q: 3 clusters Score -2464490 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2464757.000000 Penalty: 2976.358154
	Iteration 15Q: 3 clusters Score -2464757 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2464946.750000 Penalty: 2976.358154
	Iteration 16Q: 3 clusters Score -2464947 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2465098.000000 Penalty: 2976.358154
	Iteration 17Q: 3 clusters Score -2465098 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2465218.000000 Penalty: 2976.358154
	Iteration 18Q: 3 clusters Score -2465218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2465294.250000 Penalty: 2976.358154
	Iteration 19Q: 3 clusters Score -2465294 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2465350.500000 Penalty: 2976.358154
	Iteration 20F: 3 clusters Score -2465350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2465390.000000 Penalty: 2976.358154
	Iteration 21Q: 3 clusters Score -2465390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2465434.000000 Penalty: 2976.358154
	Iteration 22Q: 3 clusters Score -2465434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2465460.250000 Penalty: 2976.358154
	Iteration 23Q: 3 clusters Score -2465460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2465478.000000 Penalty: 2976.358154
	Iteration 24Q: 3 clusters Score -2465478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2465504.750000 Penalty: 2976.358154
	Iteration 25Q: 3 clusters Score -2465505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2465526.250000 Penalty: 2976.358154
	Iteration 26Q: 3 clusters Score -2465526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2465545.250000 Penalty: 2976.358154
	Iteration 27Q: 3 clusters Score -2465545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2465558.000000 Penalty: 2976.358154
	Iteration 28Q: 3 clusters Score -2465558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2465566.750000 Penalty: 2976.358154
	Iteration 29Q: 3 clusters Score -2465567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2465575.500000 Penalty: 2976.358154
	Iteration 30Q: 3 clusters Score -2465576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -2465583.750000 Penalty: 2976.358154
	Iteration 31Q: 3 clusters Score -2465584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2465587.500000 Penalty: 2976.358154
	Iteration 32Q: 3 clusters Score -2465588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2465592.500000 Penalty: 2976.358154
	Iteration 33Q: 3 clusters Score -2465592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2465600.000000 Penalty: 2976.358154
	Iteration 34Q: 3 clusters Score -2465600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2465608.500000 Penalty: 2976.358154
	Iteration 35Q: 3 clusters Score -2465608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2465611.250000 Penalty: 2976.358154
	Iteration 36Q: 3 clusters Score -2465611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2465614.000000 Penalty: 2976.358154
	Iteration 37Q: 3 clusters Score -2465614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2465618.000000 Penalty: 2976.358154
	Iteration 38Q: 3 clusters Score -2465618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2465621.500000 Penalty: 2976.358154
	Iteration 39Q: 3 clusters Score -2465622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2465626.750000 Penalty: 2976.358154
	Iteration 40F: 3 clusters Score -2465627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2465628.250000 Penalty: 2976.358154
	Iteration 41Q: 3 clusters Score -2465628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2465631.500000 Penalty: 2976.358154
	Iteration 42Q: 3 clusters Score -2465632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2465631.500000 Penalty: 2976.358154
	Iteration 43F: 3 clusters Score -2465632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (37577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Entering Unmasked Estep 
Score: -4189631.250000 Penalty: 1567.481201
	Iteration 0F: 2 clusters Score -4189631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4165068.000000 Penalty: 3134.962402
	Iteration 0F: 3 clusters Score -4165068 nChanged 17245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -4174640.250000 Penalty: 3134.962402
	Iteration 1F: 3 clusters Score -4174640 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4175301.250000 Penalty: 3134.962402
	Iteration 2Q: 3 clusters Score -4175301 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4175917.000000 Penalty: 3134.962402
	Iteration 3Q: 3 clusters Score -4175917 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4176556.500000 Penalty: 3134.962402
	Iteration 4Q: 3 clusters Score -4176556 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4177232.000000 Penalty: 3134.962402
	Iteration 5Q: 3 clusters Score -4177232 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -4177911.750000 Penalty: 3134.962402
	Iteration 6Q: 3 clusters Score -4177912 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -4178618.000000 Penalty: 3134.962402
	Iteration 7Q: 3 clusters Score -4178618 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4179536.000000 Penalty: 3134.962402
	Iteration 8Q: 3 clusters Score -4179536 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4180723.000000 Penalty: 3134.962402
	Iteration 9F: 3 clusters Score -4180723 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4182188.250000 Penalty: 3134.962402
	Iteration 10F: 3 clusters Score -4182188 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -4183772.250000 Penalty: 3134.962402
	Iteration 11F: 3 clusters Score -4183772 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -4185290.000000 Penalty: 3134.962402
	Iteration 12F: 3 clusters Score -4185290 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4186509.500000 Penalty: 3134.962402
	Iteration 13Q: 3 clusters Score -4186510 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4187266.750000 Penalty: 3134.962402
	Iteration 14Q: 3 clusters Score -4187267 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4187803.750000 Penalty: 3134.962402
	Iteration 15Q: 3 clusters Score -4187804 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4188086.250000 Penalty: 3134.962402
	Iteration 16Q: 3 clusters Score -4188086 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4188215.500000 Penalty: 3134.962402
	Iteration 17Q: 3 clusters Score -4188216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4188299.250000 Penalty: 3134.962402
	Iteration 18Q: 3 clusters Score -4188299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4188359.500000 Penalty: 3134.962402
	Iteration 19Q: 3 clusters Score -4188360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4188403.750000 Penalty: 3134.962402
	Iteration 20F: 3 clusters Score -4188404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4188427.500000 Penalty: 3134.962402
	Iteration 21Q: 3 clusters Score -4188428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4188436.750000 Penalty: 3134.962402
	Iteration 22Q: 3 clusters Score -4188437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4188461.000000 Penalty: 3134.962402
	Iteration 23Q: 3 clusters Score -4188461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4188471.750000 Penalty: 3134.962402
	Iteration 24Q: 3 clusters Score -4188472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4188474.250000 Penalty: 3134.962402
	Iteration 25Q: 3 clusters Score -4188474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4188473.250000 Penalty: 3134.962402
	Iteration 26Q: 3 clusters Score -4188473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4188471.500000 Penalty: 3134.962402
	Iteration 27Q: 3 clusters Score -4188472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4188471.500000 Penalty: 3134.962402
	Iteration 28F: 3 clusters Score -4188472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -710219.250000 Penalty: 1294.388550
	Iteration 0F: 2 clusters Score -710219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -705897.500000 Penalty: 2588.777100
	Iteration 0F: 3 clusters Score -705897.5 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -707267.875000 Penalty: 2588.777100
	Iteration 1F: 3 clusters Score -707267.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -707489.437500 Penalty: 2588.777100
	Iteration 2F: 3 clusters Score -707489.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -707641.750000 Penalty: 2588.777100
	Iteration 3F: 3 clusters Score -707641.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -707747.437500 Penalty: 2588.777100
	Iteration 4Q: 3 clusters Score -707747.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -707835.625000 Penalty: 2588.777100
	Iteration 5Q: 3 clusters Score -707835.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -707896.250000 Penalty: 2588.777100
	Iteration 6Q: 3 clusters Score -707896.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -707952.937500 Penalty: 2588.777100
	Iteration 7Q: 3 clusters Score -707952.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -707994.250000 Penalty: 2588.777100
	Iteration 8Q: 3 clusters Score -707994.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -708030.187500 Penalty: 2588.777100
	Iteration 9Q: 3 clusters Score -708030.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -708065.687500 Penalty: 2588.777100
	Iteration 10Q: 3 clusters Score -708065.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -708101.562500 Penalty: 2588.777100
	Iteration 11Q: 3 clusters Score -708101.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -708134.750000 Penalty: 2588.777100
	Iteration 12Q: 3 clusters Score -708134.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -708175.500000 Penalty: 2588.777100
	Iteration 13Q: 3 clusters Score -708175.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -708214.437500 Penalty: 2588.777100
	Iteration 14Q: 3 clusters Score -708214.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -708260.187500 Penalty: 2588.777100
	Iteration 15Q: 3 clusters Score -708260.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -708309.875000 Penalty: 2588.777100
	Iteration 16Q: 3 clusters Score -708309.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -708358.062500 Penalty: 2588.777100
	Iteration 17Q: 3 clusters Score -708358.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -708406.687500 Penalty: 2588.777100
	Iteration 18Q: 3 clusters Score -708406.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -708455.312500 Penalty: 2588.777100
	Iteration 19Q: 3 clusters Score -708455.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -708504.937500 Penalty: 2588.777100
	Iteration 20F: 3 clusters Score -708504.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -708567.750000 Penalty: 2588.777100
	Iteration 21Q: 3 clusters Score -708567.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -708628.437500 Penalty: 2588.777100
	Iteration 22Q: 3 clusters Score -708628.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -708680.750000 Penalty: 2588.777100
	Iteration 23Q: 3 clusters Score -708680.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -708747.625000 Penalty: 2588.777100
	Iteration 24Q: 3 clusters Score -708747.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -708798.687500 Penalty: 2588.777100
	Iteration 25Q: 3 clusters Score -708798.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -708851.500000 Penalty: 2588.777100
	Iteration 26Q: 3 clusters Score -708851.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -708891.187500 Penalty: 2588.777100
	Iteration 27Q: 3 clusters Score -708891.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -708931.562500 Penalty: 2588.777100
	Iteration 28Q: 3 clusters Score -708931.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -708961.562500 Penalty: 2588.777100
	Iteration 29Q: 3 clusters Score -708961.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -708989.500000 Penalty: 2588.777100
	Iteration 30Q: 3 clusters Score -708989.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -709011.562500 Penalty: 2588.777100
	Iteration 31Q: 3 clusters Score -709011.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -709038.125000 Penalty: 2588.777100
	Iteration 32Q: 3 clusters Score -709038.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -709063.375000 Penalty: 2588.777100
	Iteration 33Q: 3 clusters Score -709063.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -709084.375000 Penalty: 2588.777100
	Iteration 34Q: 3 clusters Score -709084.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -709101.125000 Penalty: 2588.777100
	Iteration 35Q: 3 clusters Score -709101.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -709117.000000 Penalty: 2588.777100
	Iteration 36Q: 3 clusters Score -709117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -709132.812500 Penalty: 2588.777100
	Iteration 37Q: 3 clusters Score -709132.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -709145.937500 Penalty: 2588.777100
	Iteration 38Q: 3 clusters Score -709145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -709151.062500 Penalty: 2588.777100
	Iteration 39Q: 3 clusters Score -709151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -709157.250000 Penalty: 2588.777100
	Iteration 40F: 3 clusters Score -709157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -709159.625000 Penalty: 2588.777100
	Iteration 41Q: 3 clusters Score -709159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -709159.937500 Penalty: 2588.777100
	Iteration 42Q: 3 clusters Score -709159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -709160.062500 Penalty: 2588.777100
	Iteration 43Q: 3 clusters Score -709160.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -709160.062500 Penalty: 2588.777100
	Iteration 44F: 3 clusters Score -709160.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Entering Unmasked Estep 
Score: -187427.671875 Penalty: 1110.377563
	Iteration 0F: 2 clusters Score -187427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -185692.718750 Penalty: 2220.755127
	Iteration 0F: 3 clusters Score -185692.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -186121.281250 Penalty: 2220.755127
	Iteration 1F: 3 clusters Score -186121.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -186239.140625 Penalty: 2220.755127
	Iteration 2F: 3 clusters Score -186239.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186316.187500 Penalty: 2220.755127
	Iteration 3Q: 3 clusters Score -186316.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -186348.906250 Penalty: 2220.755127
	Iteration 4Q: 3 clusters Score -186348.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -186369.640625 Penalty: 2220.755127
	Iteration 5Q: 3 clusters Score -186369.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -186392.031250 Penalty: 2220.755127
	Iteration 6Q: 3 clusters Score -186392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -186408.718750 Penalty: 2220.755127
	Iteration 7Q: 3 clusters Score -186408.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -186426.359375 Penalty: 2220.755127
	Iteration 8Q: 3 clusters Score -186426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186433.531250 Penalty: 2220.755127
	Iteration 9Q: 3 clusters Score -186433.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -186438.437500 Penalty: 2220.755127
	Iteration 10Q: 3 clusters Score -186438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186440.906250 Penalty: 2220.755127
	Iteration 11Q: 3 clusters Score -186440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -186443.812500 Penalty: 2220.755127
	Iteration 12Q: 3 clusters Score -186443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -186445.421875 Penalty: 2220.755127
	Iteration 13Q: 3 clusters Score -186445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -186448.281250 Penalty: 2220.755127
	Iteration 14Q: 3 clusters Score -186448.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -186448.968750 Penalty: 2220.755127
	Iteration 15Q: 3 clusters Score -186449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -186449.546875 Penalty: 2220.755127
	Iteration 16Q: 3 clusters Score -186449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -186450.437500 Penalty: 2220.755127
	Iteration 17Q: 3 clusters Score -186450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -186450.437500 Penalty: 2220.755127
	Iteration 18F: 3 clusters Score -186450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Entering Unmasked Estep 
Score: -1688580.125000 Penalty: 1431.781128
	Iteration 0F: 2 clusters Score -1688580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1678586.750000 Penalty: 2863.562256
	Iteration 0F: 3 clusters Score -1678587 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1681966.125000 Penalty: 2863.562256
	Iteration 1F: 3 clusters Score -1681966 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1682338.000000 Penalty: 2863.562256
	Iteration 2F: 3 clusters Score -1682338 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1682623.250000 Penalty: 2863.562256
	Iteration 3Q: 3 clusters Score -1682623 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1682910.750000 Penalty: 2863.562256
	Iteration 4Q: 3 clusters Score -1682911 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1683207.000000 Penalty: 2863.562256
	Iteration 5Q: 3 clusters Score -1683207 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1683465.125000 Penalty: 2863.562256
	Iteration 6Q: 3 clusters Score -1683465 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1683712.250000 Penalty: 2863.562256
	Iteration 7Q: 3 clusters Score -1683712 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1683953.875000 Penalty: 2863.562256
	Iteration 8Q: 3 clusters Score -1683954 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1684188.500000 Penalty: 2863.562256
	Iteration 9Q: 3 clusters Score -1684188 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1684426.625000 Penalty: 2863.562256
	Iteration 10Q: 3 clusters Score -1684427 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1684655.375000 Penalty: 2863.562256
	Iteration 11Q: 3 clusters Score -1684655 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1684860.500000 Penalty: 2863.562256
	Iteration 12Q: 3 clusters Score -1684860 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1685068.500000 Penalty: 2863.562256
	Iteration 13Q: 3 clusters Score -1685068 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1685260.875000 Penalty: 2863.562256
	Iteration 14Q: 3 clusters Score -1685261 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1685418.500000 Penalty: 2863.562256
	Iteration 15Q: 3 clusters Score -1685418 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1685581.500000 Penalty: 2863.562256
	Iteration 16Q: 3 clusters Score -1685582 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1685728.750000 Penalty: 2863.562256
	Iteration 17Q: 3 clusters Score -1685729 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1685839.625000 Penalty: 2863.562256
	Iteration 18Q: 3 clusters Score -1685840 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1685973.500000 Penalty: 2863.562256
	Iteration 19Q: 3 clusters Score -1685974 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1686093.875000 Penalty: 2863.562256
	Iteration 20F: 3 clusters Score -1686094 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1686220.000000 Penalty: 2863.562256
	Iteration 21Q: 3 clusters Score -1686220 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1686353.250000 Penalty: 2863.562256
	Iteration 22Q: 3 clusters Score -1686353 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1686493.125000 Penalty: 2863.562256
	Iteration 23Q: 3 clusters Score -1686493 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1686648.750000 Penalty: 2863.562256
	Iteration 24Q: 3 clusters Score -1686649 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1686782.750000 Penalty: 2863.562256
	Iteration 25Q: 3 clusters Score -1686783 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1686915.375000 Penalty: 2863.562256
	Iteration 26Q: 3 clusters Score -1686915 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1687018.500000 Penalty: 2863.562256
	Iteration 27Q: 3 clusters Score -1687018 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1687091.625000 Penalty: 2863.562256
	Iteration 28Q: 3 clusters Score -1687092 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1687158.750000 Penalty: 2863.562256
	Iteration 29Q: 3 clusters Score -1687159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1687215.500000 Penalty: 2863.562256
	Iteration 30Q: 3 clusters Score -1687216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1687246.375000 Penalty: 2863.562256
	Iteration 31Q: 3 clusters Score -1687246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1687288.250000 Penalty: 2863.562256
	Iteration 32Q: 3 clusters Score -1687288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1687337.125000 Penalty: 2863.562256
	Iteration 33Q: 3 clusters Score -1687337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1687366.625000 Penalty: 2863.562256
	Iteration 34Q: 3 clusters Score -1687367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1687384.500000 Penalty: 2863.562256
	Iteration 35Q: 3 clusters Score -1687384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1687395.750000 Penalty: 2863.562256
	Iteration 36Q: 3 clusters Score -1687396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1687410.000000 Penalty: 2863.562256
	Iteration 37Q: 3 clusters Score -1687410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1687420.500000 Penalty: 2863.562256
	Iteration 38Q: 3 clusters Score -1687420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1687425.500000 Penalty: 2863.562256
	Iteration 39Q: 3 clusters Score -1687426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1687437.625000 Penalty: 2863.562256
	Iteration 40F: 3 clusters Score -1687438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1687443.000000 Penalty: 2863.562256
	Iteration 41Q: 3 clusters Score -1687443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1687450.375000 Penalty: 2863.562256
	Iteration 42Q: 3 clusters Score -1687450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1687451.125000 Penalty: 2863.562256
	Iteration 43Q: 3 clusters Score -1687451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1687453.750000 Penalty: 2863.562256
	Iteration 44Q: 3 clusters Score -1687454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1687452.750000 Penalty: 2863.562256
	Iteration 45Q: 3 clusters Score -1687453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1687458.500000 Penalty: 2863.562256
	Iteration 46Q: 3 clusters Score -1687458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1687464.875000 Penalty: 2863.562256
	Iteration 47Q: 3 clusters Score -1687465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1687467.250000 Penalty: 2863.562256
	Iteration 48Q: 3 clusters Score -1687467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1687474.625000 Penalty: 2863.562256
	Iteration 49Q: 3 clusters Score -1687475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1687475.875000 Penalty: 2863.562256
	Iteration 50Q: 3 clusters Score -1687476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1687475.375000 Penalty: 2863.562256
	Iteration 51Q: 3 clusters Score -1687475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1687478.000000 Penalty: 2863.562256
	Iteration 52Q: 3 clusters Score -1687478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1687475.750000 Penalty: 2863.562256
	Iteration 53Q: 3 clusters Score -1687476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1687478.000000 Penalty: 2863.562256
	Iteration 54Q: 3 clusters Score -1687478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1687479.375000 Penalty: 2863.562256
	Iteration 55Q: 3 clusters Score -1687479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1687481.750000 Penalty: 2863.562256
	Iteration 56Q: 3 clusters Score -1687482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1687481.750000 Penalty: 2863.562256
	Iteration 57F: 3 clusters Score -1687482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Entering Unmasked Estep 
Score: -3003744.250000 Penalty: 1517.808838
	Iteration 0F: 2 clusters Score -3003744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2986075.250000 Penalty: 3035.617676
	Iteration 0F: 3 clusters Score -2986075 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2992767.500000 Penalty: 3035.617676
	Iteration 1F: 3 clusters Score -2992768 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2993292.250000 Penalty: 3035.617676
	Iteration 2F: 3 clusters Score -2993292 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2993771.500000 Penalty: 3035.617676
	Iteration 3Q: 3 clusters Score -2993772 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2994210.750000 Penalty: 3035.617676
	Iteration 4Q: 3 clusters Score -2994211 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2994621.500000 Penalty: 3035.617676
	Iteration 5Q: 3 clusters Score -2994622 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2995072.750000 Penalty: 3035.617676
	Iteration 6Q: 3 clusters Score -2995073 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2995574.250000 Penalty: 3035.617676
	Iteration 7Q: 3 clusters Score -2995574 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2996153.500000 Penalty: 3035.617676
	Iteration 8Q: 3 clusters Score -2996154 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2996761.250000 Penalty: 3035.617676
	Iteration 9Q: 3 clusters Score -2996761 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2997399.500000 Penalty: 3035.617676
	Iteration 10Q: 3 clusters Score -2997400 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2998067.000000 Penalty: 3035.617676
	Iteration 11Q: 3 clusters Score -2998067 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2998819.750000 Penalty: 3035.617676
	Iteration 12Q: 3 clusters Score -2998820 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2999585.250000 Penalty: 3035.617676
	Iteration 13Q: 3 clusters Score -2999585 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3000235.250000 Penalty: 3035.617676
	Iteration 14Q: 3 clusters Score -3000235 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3000822.500000 Penalty: 3035.617676
	Iteration 15Q: 3 clusters Score -3000822 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3001342.000000 Penalty: 3035.617676
	Iteration 16Q: 3 clusters Score -3001342 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3001724.250000 Penalty: 3035.617676
	Iteration 17Q: 3 clusters Score -3001724 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3001962.750000 Penalty: 3035.617676
	Iteration 18Q: 3 clusters Score -3001963 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3002146.000000 Penalty: 3035.617676
	Iteration 19Q: 3 clusters Score -3002146 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3002274.000000 Penalty: 3035.617676
	Iteration 20F: 3 clusters Score -3002274 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3002348.000000 Penalty: 3035.617676
	Iteration 21Q: 3 clusters Score -3002348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3002405.000000 Penalty: 3035.617676
	Iteration 22Q: 3 clusters Score -3002405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3002443.250000 Penalty: 3035.617676
	Iteration 23Q: 3 clusters Score -3002443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3002467.500000 Penalty: 3035.617676
	Iteration 24Q: 3 clusters Score -3002468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3002492.750000 Penalty: 3035.617676
	Iteration 25Q: 3 clusters Score -3002493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3002502.750000 Penalty: 3035.617676
	Iteration 26Q: 3 clusters Score -3002503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3002517.250000 Penalty: 3035.617676
	Iteration 27Q: 3 clusters Score -3002517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3002524.750000 Penalty: 3035.617676
	Iteration 28Q: 3 clusters Score -3002525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3002530.250000 Penalty: 3035.617676
	Iteration 29Q: 3 clusters Score -3002530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3002536.500000 Penalty: 3035.617676
	Iteration 30Q: 3 clusters Score -3002536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3002536.250000 Penalty: 3035.617676
	Iteration 31Q: 3 clusters Score -3002536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3002532.750000 Penalty: 3035.617676
	Iteration 32Q: 3 clusters Score -3002533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3002532.750000 Penalty: 3035.617676
	Iteration 33F: 3 clusters Score -3002533 nChanged 0
--- Evaluating fit on full set of 1469894 points ---
Entering Unmasked Estep 
Score: -157967216.000000 Penalty: 63391.929688
25->31 Clusters: Score -157967216.000000, best is -158291552.000000

Main iterations: 0 (time per=infms)
Total iterations: 53508 (time per=256.835061ms)
Iterations metric 2: 2427196538880.000000 (time per=5.661977ns)
Iterations metric 3: 72815491416064.000000 (time per=188.733609ps)

That took 13742.730469 seconds.
